Model parameters: d_model 768 ffw_size 3072 kv_size 64 n_heads 12 n_layers 15 Megatron-DeepSpeed/pretrain_gpt.py --tensor-model-parallel-size 1 --pipeline-model-parallel-size 1 --num-layers 15 --hidden-size 768 --num-attention-heads 12 --kv-channels 64 --ffn-hidden-size 3072 --seq-length 2048 --max-position-embeddings 2048 --micro-batch-size 4 --global-batch-size 256 --train-samples 15_446_035 --vocab-file gpt2/vocab.json --merge-file gpt2/merges.txt --loss-scale 12 --clip-grad 1.0 --kill-switch-path kill-switch-146m32b100m --bf16 --checkpoint-activations --optimizer adam --adam-beta1 0.9 --adam-beta2 0.999 --adam-eps 1e-8 --lr 2e-4 --min-lr 2e-5 --lr-decay-style cosine --lr-decay-samples 15_446_035 --lr-warmup-samples 154_460 --clip-grad 1.0 --weight-decay 1e-1 --log-interval 10 --save-interval 1000 --eval-interval 1000 --eval-iters 1 --tensorboard-dir tensorboard_146m32b100m --tensorboard-queue-size 5 --log-timers-to-tensorboard --log-batch-size-to-tensorboard --log-validation-ppl-to-tensorboard --save checkpoints_146m32b100m --load checkpoints_146m32b100m --train-weighted-split-paths-path train100m.txt --valid-weighted-split-paths-path val.txt --data-impl mmap --deepspeed --deepspeed_config ds_configs/3319436.json --zero-stage 0 START 3319436: Thu 16 Mar 2023 09:58:33 AM EET 0: 0: 0: ======================= ROCm System Management Interface ======================= 0: ================================= Concise Info ================================= 0: GPU Temp AvgPwr SCLK MCLK Fan Perf PwrCap VRAM% GPU% 0: 0 43.0c 89.0W 800Mhz 1600Mhz 0% auto 560.0W 0% 0% 0: 1 48.0c N/A 800Mhz 1600Mhz 0% auto 0.0W 0% 0% 0: 2 37.0c 89.0W 800Mhz 1600Mhz 0% auto 560.0W 0% 0% 0: 3 46.0c N/A 800Mhz 1600Mhz 0% auto 0.0W 0% 0% 0: 4 42.0c 86.0W 800Mhz 1600Mhz 0% auto 560.0W 0% 0% 0: 5 45.0c N/A 800Mhz 1600Mhz 0% auto 0.0W 0% 0% 0: 6 39.0c 86.0W 800Mhz 1600Mhz 0% auto 560.0W 0% 0% 0: 7 44.0c N/A 800Mhz 1600Mhz 0% auto 0.0W 0% 0% 0: ================================================================================ 0: ============================= End of ROCm SMI Log ============================== 1: 1: 1: ======================= ROCm System Management Interface ======================= 1: ================================= Concise Info ================================= 1: GPU Temp AvgPwr SCLK MCLK Fan Perf PwrCap VRAM% GPU% 1: 0 49.0c 87.0W 800Mhz 1600Mhz 0% auto 560.0W 0% 0% 1: 1 46.0c N/A 800Mhz 1600Mhz 0% auto 0.0W 0% 0% 1: 2 42.0c 91.0W 800Mhz 1600Mhz 0% auto 560.0W 0% 0% 1: 3 49.0c N/A 800Mhz 1600Mhz 0% auto 0.0W 0% 0% 1: 4 45.0c 89.0W 800Mhz 1600Mhz 0% auto 560.0W 0% 0% 1: 5 47.0c N/A 800Mhz 1600Mhz 0% auto 0.0W 0% 0% 1: 6 40.0c 83.0W 800Mhz 1600Mhz 0% auto 560.0W 0% 0% 1: 7 43.0c N/A 800Mhz 1600Mhz 0% auto 0.0W 0% 0% 1: ================================================================================ 1: ============================= End of ROCm SMI Log ============================== 7: 7: 7: ======================= ROCm System Management Interface ======================= 7: ================================= Concise Info ================================= 7: GPU Temp AvgPwr SCLK MCLK Fan Perf PwrCap VRAM% GPU% 7: 0 40.0c 88.0W 800Mhz 1600Mhz 0% auto 560.0W 0% 0% 7: 1 52.0c N/A 800Mhz 1600Mhz 0% auto 0.0W 0% 0% 7: 2 48.0c 94.0W 800Mhz 1600Mhz 0% auto 560.0W 0% 0% 7: 3 45.0c N/A 800Mhz 1600Mhz 0% auto 0.0W 0% 0% 7: 4 44.0c 84.0W 800Mhz 1600Mhz 0% auto 560.0W 0% 0% 7: 5 48.0c N/A 800Mhz 1600Mhz 0% auto 0.0W 0% 0% 7: 6 41.0c 89.0W 800Mhz 1600Mhz 0% auto 560.0W 0% 0% 7: 7 50.0c N/A 800Mhz 1600Mhz 0% auto 0.0W 0% 0% 7: ================================================================================ 7: ============================= End of ROCm SMI Log ============================== 2: 2: 2: ======================= ROCm System Management Interface ======================= 2: ================================= Concise Info ================================= 2: GPU Temp AvgPwr SCLK MCLK Fan Perf PwrCap VRAM% GPU% 2: 0 43.0c 92.0W 800Mhz 1600Mhz 0% auto 560.0W 0% 0% 2: 1 46.0c N/A 800Mhz 1600Mhz 0% auto 0.0W 0% 0% 2: 2 48.0c 88.0W 800Mhz 1600Mhz 0% auto 560.0W 0% 0% 2: 3 44.0c N/A 800Mhz 1600Mhz 0% auto 0.0W 0% 0% 2: 4 42.0c 92.0W 800Mhz 1600Mhz 0% auto 560.0W 0% 0% 2: 5 42.0c N/A 800Mhz 1600Mhz 0% auto 0.0W 0% 0% 2: 6 42.0c 95.0W 800Mhz 1600Mhz 0% auto 560.0W 0% 0% 2: 7 46.0c N/A 800Mhz 1600Mhz 0% auto 0.0W 0% 0% 2: ================================================================================ 2: ============================= End of ROCm SMI Log ============================== 6: 6: 6: ======================= ROCm System Management Interface ======================= 6: ================================= Concise Info ================================= 6: GPU Temp AvgPwr SCLK MCLK Fan Perf PwrCap VRAM% GPU% 6: 0 45.0c 87.0W 800Mhz 1600Mhz 0% auto 560.0W 0% 0% 6: 1 44.0c N/A 800Mhz 1600Mhz 0% auto 0.0W 0% 0% 6: 2 38.0c 96.0W 800Mhz 1600Mhz 0% auto 560.0W 0% 0% 6: 3 44.0c N/A 800Mhz 1600Mhz 0% auto 0.0W 0% 0% 6: 4 39.0c 88.0W 800Mhz 1600Mhz 0% auto 560.0W 0% 0% 6: 5 46.0c N/A 800Mhz 1600Mhz 0% auto 0.0W 0% 0% 6: 6 41.0c 91.0W 800Mhz 1600Mhz 0% auto 560.0W 0% 0% 6: 7 41.0c N/A 800Mhz 1600Mhz 0% auto 0.0W 0% 0% 6: ================================================================================ 6: ============================= End of ROCm SMI Log ============================== 3: 3: 3: ======================= ROCm System Management Interface ======================= 3: ================================= Concise Info ================================= 3: GPU Temp AvgPwr SCLK MCLK Fan Perf PwrCap VRAM% GPU% 3: 0 42.0c 95.0W 800Mhz 1600Mhz 0% auto 560.0W 0% 0% 3: 1 45.0c N/A 800Mhz 1600Mhz 0% auto 0.0W 0% 0% 3: 2 41.0c 89.0W 800Mhz 1600Mhz 0% auto 560.0W 0% 0% 3: 3 43.0c N/A 800Mhz 1600Mhz 0% auto 0.0W 0% 0% 3: 4 43.0c 93.0W 800Mhz 1600Mhz 0% auto 560.0W 0% 0% 3: 5 50.0c N/A 800Mhz 1600Mhz 0% auto 0.0W 0% 0% 3: 6 42.0c 92.0W 800Mhz 1600Mhz 0% auto 560.0W 0% 0% 3: 7 41.0c N/A 800Mhz 1600Mhz 0% auto 0.0W 0% 0% 3: ================================================================================ 3: ============================= End of ROCm SMI Log ============================== 5: 5: 5: ======================= ROCm System Management Interface ======================= 5: ================================= Concise Info ================================= 5: GPU Temp AvgPwr SCLK MCLK Fan Perf PwrCap VRAM% GPU% 5: 0 47.0c 88.0W 800Mhz 1600Mhz 0% auto 560.0W 0% 0% 5: 1 45.0c N/A 800Mhz 1600Mhz 0% auto 0.0W 0% 0% 5: 2 38.0c 100.0W 800Mhz 1600Mhz 0% auto 560.0W 0% 0% 5: 3 45.0c N/A 800Mhz 1600Mhz 0% auto 0.0W 0% 0% 5: 4 41.0c 96.0W 800Mhz 1600Mhz 0% auto 560.0W 0% 0% 5: 5 48.0c N/A 800Mhz 1600Mhz 0% auto 0.0W 0% 0% 5: 6 39.0c 88.0W 800Mhz 1600Mhz 0% auto 560.0W 0% 0% 5: 7 46.0c N/A 800Mhz 1600Mhz 0% auto 0.0W 0% 0% 5: ================================================================================ 5: ============================= End of ROCm SMI Log ============================== 4: 4: 4: ======================= ROCm System Management Interface ======================= 4: ================================= Concise Info ================================= 4: GPU Temp AvgPwr SCLK MCLK Fan Perf PwrCap VRAM% GPU% 4: 0 46.0c 88.0W 800Mhz 1600Mhz 0% auto 560.0W 0% 0% 4: 1 42.0c N/A 800Mhz 1600Mhz 0% auto 0.0W 0% 0% 4: 2 40.0c 87.0W 800Mhz 1600Mhz 0% auto 560.0W 0% 0% 4: 3 43.0c N/A 800Mhz 1600Mhz 0% auto 0.0W 0% 0% 4: 4 40.0c 91.0W 800Mhz 1600Mhz 0% auto 560.0W 0% 0% 4: 5 45.0c N/A 800Mhz 1600Mhz 0% auto 0.0W 0% 0% 4: 6 42.0c 94.0W 800Mhz 1600Mhz 0% auto 560.0W 0% 0% 4: 7 45.0c N/A 800Mhz 1600Mhz 0% auto 0.0W 0% 0% 4: ================================================================================ 4: ============================= End of ROCm SMI Log ============================== 5: Launching on nid005625 (5/8), master nid005620 port 9999, GPUs 8, CUDA: True 3: Launching on nid005623 (3/8), master nid005620 port 9999, GPUs 8, CUDA: True 1: Launching on nid005621 (1/8), master nid005620 port 9999, GPUs 8, CUDA: True 6: Launching on nid005626 (6/8), master nid005620 port 9999, GPUs 8, CUDA: True 4: Launching on nid005624 (4/8), master nid005620 port 9999, GPUs 8, CUDA: True 7: Launching on nid005627 (7/8), master nid005620 port 9999, GPUs 8, CUDA: True 2: Launching on nid005622 (2/8), master nid005620 port 9999, GPUs 8, CUDA: True 0: Launching on nid005620 (0/8), master nid005620 port 9999, GPUs 8, CUDA: True 0: using world size: 64, data-parallel-size: 64, tensor-model-parallel size: 1, pipeline-model-parallel size: 1 0: accumulate and all-reduce gradients in fp32 for bfloat16 data type. 0: using torch.bfloat16 for parameters ... 0: ------------------------ arguments ------------------------ 0: abort_on_unmet_fused_kernel_constraints ......... False 0: accumulate_allreduce_grads_in_fp32 .............. True 0: adam_beta1 ...................................... 0.9 0: adam_beta2 ...................................... 0.999 0: adam_eps ........................................ 1e-08 0: adlr_autoresume ................................. False 0: adlr_autoresume_interval ........................ 1000 0: apply_query_key_layer_scaling ................... True 0: apply_residual_connection_post_layernorm ........ False 0: attention_dropout ............................... 0.1 0: attention_softmax_in_fp32 ....................... False 0: bert_binary_head ................................ True 0: bert_load ....................................... None 0: bf16 ............................................ True 0: bias_dropout_fusion ............................. True 0: bias_gelu_fusion ................................ True 0: biencoder_projection_dim ........................ 0 0: biencoder_shared_query_context_model ............ False 0: block_data_path ................................. None 0: checkpoint_activations .......................... True 0: checkpoint_in_cpu ............................... False 0: checkpoint_num_layers ........................... 1 0: clip_grad ....................................... 1.0 0: codecarbon_dir .................................. None 0: consumed_train_samples .......................... 0 0: consumed_train_tokens ........................... 0 0: consumed_valid_samples .......................... 0 0: contigious_checkpointing ........................ False 0: cpu_optimizer ................................... False 0: cpu_torch_adam .................................. False 0: curriculum_learning ............................. False 0: data_impl ....................................... mmap 0: data_parallel_size .............................. 64 0: data_path ....................................... None 0: dataloader_type ................................. single 0: DDP_impl ........................................ local 0: decoder_seq_length .............................. None 0: deepscale ....................................... False 0: deepscale_config ................................ None 0: deepspeed ....................................... True 0: deepspeed_activation_checkpointing .............. False 0: deepspeed_config ................................ ds_configs/3319436.json 0: deepspeed_mpi ................................... False 0: distribute_checkpointed_activations ............. False 0: distributed_backend ............................. nccl 0: embed_layernorm ................................. False 0: embedding_path .................................. None 0: encoder_seq_length .............................. 2048 0: eod_mask_loss ................................... False 0: eval_interval ................................... 1000 0: eval_iters ...................................... 1 0: eval_only ....................................... None 0: evidence_data_path .............................. None 0: exit_duration_in_mins ........................... None 0: exit_interval ................................... None 0: ffn_hidden_size ................................. 3072 0: finetune ........................................ False 0: fp16 ............................................ False 0: fp16_lm_cross_entropy ........................... False 0: fp32_residual_connection ........................ False 0: gigaflos_no_embeds .............................. 0 0: global_batch_size ............................... 256 0: glu_activation .................................. None 0: hidden_dropout .................................. 0.1 0: hidden_size ..................................... 768 0: hysteresis ...................................... 2 0: ict_head_size ................................... None 0: ict_load ........................................ None 0: img_dim ......................................... 224 0: indexer_batch_size .............................. 128 0: indexer_log_interval ............................ 1000 0: inference ....................................... False 0: init_method_std ................................. 0.02 0: init_method_xavier_uniform ...................... False 0: initial_loss_scale .............................. 4294967296 0: kill_switch_path ................................ kill-switch-146m32b100m 0: kv_channels ..................................... 64 0: layer_norm_fusion ............................... True 0: layernorm_epsilon ............................... 1e-05 0: lazy_mpu_init ................................... None 0: load ............................................ checkpoints_146m32b100m 0: local_rank ...................................... None 0: log_batch_size_to_tensorboard ................... True 0: log_interval .................................... 10 0: log_learning_rate_to_tensorboard ................ True 0: log_level ....................................... None 0: log_level_replica ............................... None 0: log_loss_scale_to_tensorboard ................... True 0: log_num_zeros_in_grad ........................... False 0: log_params_norm ................................. False 0: log_path ........................................ None 0: log_timers_to_tensorboard ....................... True 0: log_validation_ppl_to_tensorboard ............... True 0: loss_on_targets_only ............................ False 0: loss_scale ...................................... 12.0 0: loss_scale_window ............................... 1000 0: lr .............................................. 0.0002 0: lr_decay_iters .................................. None 0: lr_decay_samples ................................ 15446035 0: lr_decay_style .................................. cosine 0: lr_decay_tokens ................................. None 0: lr_warmup_fraction .............................. None 0: lr_warmup_iters ................................. 0 0: lr_warmup_samples ............................... 154460 0: make_vocab_size_divisible_by .................... 128 0: mask_prob ....................................... 0.15 0: masked_softmax_fusion ........................... True 0: max_position_embeddings ......................... 2048 0: mean_noise_span_length .......................... None 0: memory_centric_tiled_linear ..................... False 0: merge_file ...................................... gpt2/merges.txt 0: micro_batch_size ................................ 4 0: min_loss_scale .................................. 1.0 0: min_lr .......................................... 2e-05 0: mmap_warmup ..................................... False 0: no_load_optim ................................... None 0: no_load_rng ..................................... None 0: no_save_optim ................................... None 0: no_save_rng ..................................... None 0: noise_density ................................... None 0: num_attention_heads ............................. 12 0: num_channels .................................... 3 0: num_classes ..................................... 1000 0: num_layers ...................................... 15 0: num_layers_per_virtual_pipeline_stage ........... None 0: num_workers ..................................... 2 0: onnx_safe ....................................... None 0: openai_gelu ..................................... False 0: optimizer ....................................... adam 0: optimizer_fusion ................................ True 0: override_lr_scheduler ........................... False 0: pad_vocab_size_to ............................... None 0: params_dtype .................................... torch.bfloat16 0: partition_activations ........................... False 0: patch_dim ....................................... 16 0: pipeline_model_parallel_size .................... 1 0: position_embedding_type ......................... PositionEmbeddingType.absolute 0: pp_partition_method ............................. None 0: profile_backward ................................ False 0: query_in_block_prob ............................. 0.1 0: rampup_batch_size ............................... None 0: rank ............................................ 0 0: remote_device ................................... none 0: reset_attention_mask ............................ False 0: reset_position_ids .............................. False 0: reset_progress .................................. None 0: retriever_report_topk_accuracies ................ [] 0: retriever_score_scaling ......................... False 0: retriever_seq_length ............................ 256 0: reweight_loss_based_on_position_frequency ....... False 0: sample_rate ..................................... 1.0 0: save ............................................ checkpoints_146m32b100m 0: save_interval ................................... 1000 0: scatter_gather_tensors_in_pipeline .............. True 0: scattered_embeddings ............................ False 0: seed ............................................ 1234 0: seq_length ...................................... 2048 0: sgd_momentum .................................... 0.9 0: short_seq_prob .................................. 0.1 0: skip_train_iteration_range ...................... None 0: split ........................................... None 0: split_transformers .............................. False 0: sync_tp_duplicated_parameters ................... False 0: synchronize_each_layer .......................... False 0: tensor_model_parallel_size ...................... 1 0: tensorboard_dir ................................. tensorboard_146m32b100m 0: tensorboard_log_interval ........................ 1 0: tensorboard_queue_size .......................... 5 0: test_weighted_split_paths ....................... None 0: test_weighted_split_paths_path .................. None 0: tile_factor ..................................... 1 0: titles_data_path ................................ None 0: tokenizer_name_or_path .......................... None 0: tokenizer_type .................................. GPT2BPETokenizer 0: train_iters ..................................... None 0: train_samples ................................... 15446035 0: train_tokens .................................... None 0: train_weighted_split_names ...................... ['train'] 0: train_weighted_split_paths ...................... [['/scratch/project_462000119/data/c4_subsampled/gpt2tok_c4_en_100M_text_document']] 0: train_weighted_split_paths_path ................. None 0: train_weighted_split_splits ..................... [['0:1']] 0: train_weighted_split_weights .................... [['1.0']] 0: universal_checkpoint ............................ False 0: use_bnb_optimizer ............................... False 0: use_checkpoint_lr_scheduler ..................... False 0: use_contiguous_buffers_in_ddp ................... True 0: use_cpu_initialization .......................... None 0: use_one_sent_docs ............................... False 0: use_pin_memory .................................. False 0: valid_num_workers ............................... 2 0: valid_weighted_split_names ...................... ['validation'] 0: valid_weighted_split_paths ...................... [['/scratch/project_462000119/data/c4_validation/gpt2tok_c4validation_rerun_text_document']] 0: valid_weighted_split_paths_path ................. None 0: valid_weighted_split_splits ..................... [['0:1']] 0: valid_weighted_split_weights .................... [['1.0']] 0: virtual_pipeline_model_parallel_size ............ None 0: vocab_extra_ids ................................. 0 0: vocab_file ...................................... gpt2/vocab.json 0: weight_decay .................................... 0.1 0: world_size ...................................... 64 0: zero_allgather_bucket_size ...................... 0.0 0: zero_contigious_gradients ....................... False 0: zero_reduce_bucket_size ......................... 0.0 0: zero_reduce_scatter ............................. False 0: zero_stage ...................................... 0 0: -------------------- end of arguments --------------------- 0: setting number of micro-batches to constant 1 0: > building GPT2BPETokenizer tokenizer ... 0: > padded vocab (size: 50257) with 47 dummy tokens (new size: 50304) 0: DeepSpeed general environment info: 0: torch install path ............... ['/pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/venv/lib/python3.9/site-packages/torch'] 0: torch version .................... 1.13.0+rocm5.2 0: torch cuda version ............... None 0: torch hip version ................ 5.2.21151-afdc89f8 0: nvcc version ..................... None 0: deepspeed install path ........... ['/pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/venv/lib/python3.9/site-packages/deepspeed'] 0: deepspeed info ................... 0.7.5, unknown, unknown 0: deepspeed wheel compiled w. ...... torch 1.13, hip 5.1 0: **** Git info for Megatron: git_hash=unknown git_branch=unknown **** 0: > initializing torch distributed ... 0: [2023-03-16 10:01:53,295] [INFO] [comm.py:633:init_distributed] Initializing TorchBackend in DeepSpeed with backend nccl 7: > setting tensorboard ... 0: > initializing tensor model parallel with size 1 0: > initializing pipeline model parallel with size 1 0: > setting random seeds to 1234 ... 0: > initializing model parallel cuda seeds on global rank 0, model parallel rank 0, and data parallel rank 0 with model parallel seed: 3952 and data parallel seed: 1234 0: > compiling dataset index builder ... 0: make: Entering directory '/pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/data' 0: make: Nothing to be done for 'default'. 0: make: Leaving directory '/pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/data' 0: >>> done with dataset index builder. Compilation time: 0.102 seconds 0: > compiling and loading fused kernels ... 0: /pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/fused_kernels/scaled_upper_triang_masked_softmax.cpp -> /pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/fused_kernels/scaled_upper_triang_masked_softmax_hip.cpp [skipped, already hipified] 0: /pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/fused_kernels/scaled_upper_triang_masked_softmax.h -> /pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/fused_kernels/scaled_upper_triang_masked_softmax_hip.h [skipped, already hipified] 0: /pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/fused_kernels/compat.h -> /pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/fused_kernels/compat.h [skipped, no changes] 0: /pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/fused_kernels/type_shim.h -> /pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/fused_kernels/type_shim.h [skipped, no changes] 0: /pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/fused_kernels/scaled_upper_triang_masked_softmax_cuda.cu -> /pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/fused_kernels/scaled_upper_triang_masked_softmax_hip.hip [skipped, already hipified] 0: /pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/fused_kernels/type_shim.h -> /pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/fused_kernels/type_shim.h [skipped, no changes] 0: /pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/fused_kernels/compat.h -> /pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/fused_kernels/compat.h [skipped, no changes] 0: /pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/fused_kernels/scaled_upper_triang_masked_softmax.h -> /pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/fused_kernels/scaled_upper_triang_masked_softmax_hip.h [skipped, already hipified] 0: /pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/fused_kernels/scaled_masked_softmax.h -> /pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/fused_kernels/scaled_masked_softmax_hip.h [skipped, already hipified] 0: Total number of unsupported CUDA function calls: 0 0: 0: 0: Total number of replaced kernel launches: 87 0: ninja: no work to do. 0: /pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/fused_kernels/scaled_masked_softmax.cpp -> /pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/fused_kernels/scaled_masked_softmax_hip.cpp [skipped, already hipified] 0: /pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/fused_kernels/scaled_masked_softmax_cuda.cu -> /pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/fused_kernels/scaled_masked_softmax_hip.hip [skipped, already hipified] 0: /pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/fused_kernels/type_shim.h -> /pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/fused_kernels/type_shim.h [skipped, no changes] 0: /pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/fused_kernels/compat.h -> /pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/fused_kernels/compat.h [skipped, no changes] 0: /pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/fused_kernels/scaled_upper_triang_masked_softmax.h -> /pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/fused_kernels/scaled_upper_triang_masked_softmax_hip.h [skipped, already hipified] 0: /pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/fused_kernels/scaled_masked_softmax.h -> /pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/fused_kernels/scaled_masked_softmax_hip.h [skipped, already hipified] 0: Total number of unsupported CUDA function calls: 0 0: 0: 0: Total number of replaced kernel launches: 63 0: [1/1] c++ scaled_masked_softmax_hip.cuda.o scaled_masked_softmax_hip.o -shared -L/pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/venv/lib/python3.9/site-packages/torch/lib -lc10 -lc10_hip -ltorch_cpu -ltorch_hip -ltorch -ltorch_python -L/pfs/lustrep2/projappl/project_462000125/samantao-public/rocm/rocm-5.2.3/lib -lamdhip64 -o scaled_masked_softmax_cuda.so 0: /pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/fused_kernels/layer_norm_cuda.cpp -> /pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/fused_kernels/layer_norm_cuda.cpp [skipped, no changes] 0: /pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/fused_kernels/layer_norm_cuda_kernel.cu -> /pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/fused_kernels/layer_norm_hip_kernel.hip [skipped, already hipified] 0: /pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/fused_kernels/type_shim.h -> /pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/fused_kernels/type_shim.h [skipped, no changes] 0: /pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/fused_kernels/compat.h -> /pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/fused_kernels/compat.h [skipped, no changes] 0: /pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/fused_kernels/scaled_upper_triang_masked_softmax.h -> /pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/fused_kernels/scaled_upper_triang_masked_softmax_hip.h [skipped, already hipified] 0: /pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/fused_kernels/scaled_masked_softmax.h -> /pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/fused_kernels/scaled_masked_softmax_hip.h [skipped, already hipified] 0: Total number of unsupported CUDA function calls: 0 0: 0: 0: Total number of replaced kernel launches: 67 0: ninja: no work to do. 0: >>> done with compiling and loading fused kernels. Compilation time: 26.246 seconds 0: time to initialize megatron (seconds): 14.475 0: [after megatron is initialized] datetime: 2023-03-16 10:02:22 0: building GPT model ... 0: [2023-03-16 10:02:22,615] [INFO] [utils.py:827:see_memory_usage] Before Building Model 0: [2023-03-16 10:02:22,616] [INFO] [utils.py:828:see_memory_usage] MA 0.0 GB Max_MA 0.0 GB CA 0.0 GB Max_CA 0 GB 0: [2023-03-16 10:02:22,616] [INFO] [utils.py:836:see_memory_usage] CPU Virtual Memory: used = 30.53 GB, percent = 6.1% 0: SEED_LAYERS=False BASE_SEED=1234 SEED_FN=None 0: Using topology: {ProcessCoord(pipe=0, data=0, model=0): 0, ProcessCoord(pipe=0, data=1, model=0): 1, ProcessCoord(pipe=0, data=2, model=0): 2, ProcessCoord(pipe=0, data=3, model=0): 3, ProcessCoord(pipe=0, data=4, model=0): 4, ProcessCoord(pipe=0, data=5, model=0): 5, ProcessCoord(pipe=0, data=6, model=0): 6, ProcessCoord(pipe=0, data=7, model=0): 7, ProcessCoord(pipe=0, data=8, model=0): 8, ProcessCoord(pipe=0, data=9, model=0): 9, ProcessCoord(pipe=0, data=10, model=0): 10, ProcessCoord(pipe=0, data=11, model=0): 11, ProcessCoord(pipe=0, data=12, model=0): 12, ProcessCoord(pipe=0, data=13, model=0): 13, ProcessCoord(pipe=0, data=14, model=0): 14, ProcessCoord(pipe=0, data=15, model=0): 15, ProcessCoord(pipe=0, data=16, model=0): 16, ProcessCoord(pipe=0, data=17, model=0): 17, ProcessCoord(pipe=0, data=18, model=0): 18, ProcessCoord(pipe=0, data=19, model=0): 19, ProcessCoord(pipe=0, data=20, model=0): 20, ProcessCoord(pipe=0, data=21, model=0): 21, ProcessCoord(pipe=0, data=22, model=0): 22, ProcessCoord(pi 0: pe=0, data=23, model=0): 23, ProcessCoord(pipe=0, data=24, model=0): 24, ProcessCoord(pipe=0, data=25, model=0): 25, ProcessCoord(pipe=0, data=26, model=0): 26, ProcessCoord(pipe=0, data=27, model=0): 27, ProcessCoord(pipe=0, data=28, model=0): 28, ProcessCoord(pipe=0, data=29, model=0): 29, ProcessCoord(pipe=0, data=30, model=0): 30, ProcessCoord(pipe=0, data=31, model=0): 31, ProcessCoord(pipe=0, data=32, model=0): 32, ProcessCoord(pipe=0, data=33, model=0): 33, ProcessCoord(pipe=0, data=34, model=0): 34, ProcessCoord(pipe=0, data=35, model=0): 35, ProcessCoord(pipe=0, data=36, model=0): 36, ProcessCoord(pipe=0, data=37, model=0): 37, ProcessCoord(pipe=0, data=38, model=0): 38, ProcessCoord(pipe=0, data=39, model=0): 39, ProcessCoord(pipe=0, data=40, model=0): 40, ProcessCoord(pipe=0, data=41, model=0): 41, ProcessCoord(pipe=0, data=42, model=0): 42, ProcessCoord(pipe=0, data=43, model=0): 43, ProcessCoord(pipe=0, data=44, model=0): 44, ProcessCoord(pipe=0, data=45, model=0): 45, ProcessCoord(pipe=0, data=4 0: 6, model=0): 46, ProcessCoord(pipe=0, data=47, model=0): 47, ProcessCoord(pipe=0, data=48, model=0): 48, ProcessCoord(pipe=0, data=49, model=0): 49, ProcessCoord(pipe=0, data=50, model=0): 50, ProcessCoord(pipe=0, data=51, model=0): 51, ProcessCoord(pipe=0, data=52, model=0): 52, ProcessCoord(pipe=0, data=53, model=0): 53, ProcessCoord(pipe=0, data=54, model=0): 54, ProcessCoord(pipe=0, data=55, model=0): 55, ProcessCoord(pipe=0, data=56, model=0): 56, ProcessCoord(pipe=0, data=57, model=0): 57, ProcessCoord(pipe=0, data=58, model=0): 58, ProcessCoord(pipe=0, data=59, model=0): 59, ProcessCoord(pipe=0, data=60, model=0): 60, ProcessCoord(pipe=0, data=61, model=0): 61, ProcessCoord(pipe=0, data=62, model=0): 62, ProcessCoord(pipe=0, data=63, model=0): 63} 0: [2023-03-16 10:02:24,613] [INFO] [module.py:366:_partition_layers] Partitioning pipeline stages with method type:transformer 0: stage=0 layers=22 0: 0: _to_float16 0: 1: EmbeddingPipe 0: 2: 0: 3: ParallelTransformerLayerPipe 0: 4: ParallelTransformerLayerPipe 0: 5: ParallelTransformerLayerPipe 0: 6: ParallelTransformerLayerPipe 0: 7: ParallelTransformerLayerPipe 0: 8: ParallelTransformerLayerPipe 0: 9: ParallelTransformerLayerPipe 0: 10: ParallelTransformerLayerPipe 0: 11: ParallelTransformerLayerPipe 0: 12: ParallelTransformerLayerPipe 0: 13: ParallelTransformerLayerPipe 0: 14: ParallelTransformerLayerPipe 0: 15: ParallelTransformerLayerPipe 0: 16: ParallelTransformerLayerPipe 0: 17: ParallelTransformerLayerPipe 0: 18: undo 0: 19: MixedFusedLayerNorm 0: 20: EmbeddingPipe 0: 21: float16_to_fp32 0: loss: CrossEntropy 0: [2023-03-16 10:02:24,898] [INFO] [utils.py:827:see_memory_usage] After Building Model 0: [2023-03-16 10:02:24,899] [INFO] [utils.py:828:see_memory_usage] MA 0.28 GB Max_MA 0.28 GB CA 0.29 GB Max_CA 0 GB 0: [2023-03-16 10:02:24,899] [INFO] [utils.py:836:see_memory_usage] CPU Virtual Memory: used = 30.55 GB, percent = 6.1% 0: setting training iterations to 60336 0: > learning rate decay style: cosine 0: DeepSpeed is enabled. 0: [2023-03-16 10:02:24,900] [INFO] [logging.py:68:log_dist] [Rank 0] DeepSpeed info: version=0.7.5, git-hash=unknown, git-branch=unknown 0: [2023-03-16 10:02:38,295] [INFO] [logging.py:68:log_dist] [Rank 0] DeepSpeed Flops Profiler Enabled: False 0: [2023-03-16 10:02:38,296] [INFO] [logging.py:68:log_dist] [Rank 0] Removing param_group that has no 'params' in the client Optimizer 0: [2023-03-16 10:02:38,296] [INFO] [logging.py:68:log_dist] [Rank 0] Using client Optimizer as basic optimizer 0: [2023-03-16 10:02:38,308] [INFO] [logging.py:68:log_dist] [Rank 0] DeepSpeed Basic Optimizer = FusedAdam 0: [2023-03-16 10:02:38,308] [INFO] [logging.py:68:log_dist] [Rank 0] Creating BF16 optimizer 0: [2023-03-16 10:02:38,432] [INFO] [utils.py:827:see_memory_usage] begin bf16_optimizer 0: [2023-03-16 10:02:38,433] [INFO] [utils.py:828:see_memory_usage] MA 0.28 GB Max_MA 0.29 GB CA 0.31 GB Max_CA 0 GB 0: [2023-03-16 10:02:38,433] [INFO] [utils.py:836:see_memory_usage] CPU Virtual Memory: used = 31.23 GB, percent = 6.2% 4: Time to load utils op: 0.3280057907104492 seconds 4: Time to load utils op: 0.30237293243408203 seconds 4: Time to load utils op: 0.3032348155975342 seconds 4: Time to load utils op: 0.30304384231567383 seconds 4: Time to load utils op: 0.3033444881439209 seconds 4: Time to load utils op: 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[2023-03-16 10:02:38,897] [INFO] [utils.py:827:see_memory_usage] after initializing group 0 0: [2023-03-16 10:02:38,898] [INFO] [utils.py:828:see_memory_usage] MA 0.62 GB Max_MA 0.62 GB CA 0.82 GB Max_CA 1 GB 0: [2023-03-16 10:02:38,898] [INFO] [utils.py:836:see_memory_usage] CPU Virtual Memory: used = 31.38 GB, percent = 6.2% 0: [2023-03-16 10:02:39,001] [INFO] [utils.py:827:see_memory_usage] before initializing group 1 0: [2023-03-16 10:02:39,002] [INFO] [utils.py:828:see_memory_usage] MA 0.62 GB Max_MA 0.62 GB CA 0.82 GB Max_CA 1 GB 0: [2023-03-16 10:02:39,002] [INFO] [utils.py:836:see_memory_usage] CPU Virtual Memory: used = 31.38 GB, percent = 6.2% 0: [2023-03-16 10:02:39,104] [INFO] [utils.py:827:see_memory_usage] after initializing group 1 0: [2023-03-16 10:02:39,105] [INFO] [utils.py:828:see_memory_usage] MA 0.83 GB Max_MA 0.83 GB CA 1.13 GB Max_CA 1 GB 0: [2023-03-16 10:02:39,105] [INFO] [utils.py:836:see_memory_usage] CPU Virtual Memory: used = 31.38 GB, percent = 6.2% 0: [2023-03-16 10:02:39,205] [INFO] [utils.py:827:see_memory_usage] before initializing group 2 0: [2023-03-16 10:02:39,206] [INFO] [utils.py:828:see_memory_usage] MA 0.83 GB Max_MA 0.83 GB CA 1.13 GB Max_CA 1 GB 0: [2023-03-16 10:02:39,206] [INFO] [utils.py:836:see_memory_usage] CPU Virtual Memory: used = 31.38 GB, percent = 6.2% 0: [2023-03-16 10:02:39,308] [INFO] [utils.py:827:see_memory_usage] after initializing group 2 0: [2023-03-16 10:02:39,309] [INFO] [utils.py:828:see_memory_usage] MA 0.83 GB Max_MA 0.83 GB CA 1.13 GB Max_CA 1 GB 0: [2023-03-16 10:02:39,309] [INFO] [utils.py:836:see_memory_usage] CPU Virtual Memory: used = 31.38 GB, percent = 6.2% 0: [2023-03-16 10:02:39,409] [INFO] [utils.py:827:see_memory_usage] before initialize_optimizer 0: [2023-03-16 10:02:39,410] [INFO] [utils.py:828:see_memory_usage] MA 0.83 GB Max_MA 0.83 GB CA 1.13 GB Max_CA 1 GB 0: [2023-03-16 10:02:39,410] [INFO] [utils.py:836:see_memory_usage] CPU Virtual Memory: used = 31.38 GB, percent = 6.2% 0: [2023-03-16 10:02:39,515] [INFO] [utils.py:827:see_memory_usage] end initialize_optimizer 0: [2023-03-16 10:02:39,515] [INFO] [utils.py:828:see_memory_usage] MA 0.85 GB Max_MA 0.85 GB CA 1.13 GB Max_CA 1 GB 0: [2023-03-16 10:02:39,515] [INFO] [utils.py:836:see_memory_usage] CPU Virtual Memory: used = 31.38 GB, percent = 6.2% 0: [2023-03-16 10:02:39,615] [INFO] [utils.py:827:see_memory_usage] end bf16_optimizer 0: [2023-03-16 10:02:39,616] [INFO] [utils.py:828:see_memory_usage] MA 0.85 GB Max_MA 0.85 GB CA 1.13 GB Max_CA 1 GB 0: [2023-03-16 10:02:39,616] [INFO] [utils.py:836:see_memory_usage] CPU Virtual Memory: used = 31.38 GB, percent = 6.2% 0: [2023-03-16 10:02:39,616] [INFO] [logging.py:68:log_dist] [Rank 0] DeepSpeed Final Optimizer = FusedAdam 0: [2023-03-16 10:02:39,616] [INFO] [logging.py:68:log_dist] [Rank 0] DeepSpeed using client LR scheduler 0: [2023-03-16 10:02:39,616] [INFO] [logging.py:68:log_dist] [Rank 0] DeepSpeed LR Scheduler = 0: [2023-03-16 10:02:39,616] [INFO] [logging.py:68:log_dist] [Rank 0] step=0, skipped=0, lr=[0.0, 0.0, 0.0], mom=[(0.9, 0.999), (0.9, 0.999), (0.9, 0.999)] 0: [2023-03-16 10:02:39,617] [INFO] [config.py:1007:print] DeepSpeedEngine configuration: 0: [2023-03-16 10:02:39,617] [INFO] [config.py:1011:print] activation_checkpointing_config { 0: "partition_activations": false, 0: "contiguous_memory_optimization": false, 0: "cpu_checkpointing": false, 0: "number_checkpoints": null, 0: "synchronize_checkpoint_boundary": false, 0: "profile": false 0: } 0: [2023-03-16 10:02:39,617] [INFO] [config.py:1011:print] aio_config ................... {'block_size': 1048576, 'queue_depth': 8, 'thread_count': 1, 'single_submit': False, 'overlap_events': True} 0: [2023-03-16 10:02:39,617] [INFO] [config.py:1011:print] amp_enabled .................. False 0: [2023-03-16 10:02:39,617] [INFO] [config.py:1011:print] amp_params ................... False 0: [2023-03-16 10:02:39,618] [INFO] [config.py:1011:print] autotuning_config ............ { 0: "enabled": false, 0: "start_step": null, 0: "end_step": null, 0: "metric_path": null, 0: "arg_mappings": null, 0: "metric": "throughput", 0: "model_info": null, 0: "results_dir": "/pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/autotuning_results", 0: "exps_dir": "/pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/autotuning_exps", 0: "overwrite": true, 0: "fast": true, 0: "start_profile_step": 3, 0: "end_profile_step": 5, 0: "tuner_type": "gridsearch", 0: "tuner_early_stopping": 5, 0: "tuner_num_trials": 50, 0: "model_info_path": null, 0: "mp_size": 1, 0: "max_train_batch_size": null, 0: "min_train_batch_size": 1, 0: "max_train_micro_batch_size_per_gpu": 1.024000e+03, 0: "min_train_micro_batch_size_per_gpu": 1, 0: "num_tuning_micro_batch_sizes": 3 0: } 0: [2023-03-16 10:02:39,618] [INFO] [config.py:1011:print] bfloat16_enabled ............. True 0: [2023-03-16 10:02:39,618] [INFO] [config.py:1011:print] checkpoint_parallel_write_pipeline False 0: [2023-03-16 10:02:39,618] [INFO] [config.py:1011:print] checkpoint_tag_validation_enabled True 0: [2023-03-16 10:02:39,618] [INFO] [config.py:1011:print] checkpoint_tag_validation_fail False 0: [2023-03-16 10:02:39,618] [INFO] [config.py:1011:print] comms_config ................. 0: [2023-03-16 10:02:39,618] [INFO] [config.py:1011:print] communication_data_type ...... None 0: [2023-03-16 10:02:39,618] [INFO] [config.py:1011:print] compression_config ........... {'weight_quantization': {'shared_parameters': {'enabled': False, 'quantizer_kernel': False, 'schedule_offset': 0, 'quantize_groups': 1, 'quantize_verbose': False, 'quantization_type': 'symmetric', 'quantize_weight_in_forward': False, 'rounding': 'nearest', 'fp16_mixed_quantize': False, 'quantize_change_ratio': 0.001}, 'different_groups': {}}, 'activation_quantization': {'shared_parameters': {'enabled': False, 'quantization_type': 'symmetric', 'range_calibration': 'dynamic', 'schedule_offset': 1000}, 'different_groups': {}}, 'sparse_pruning': {'shared_parameters': {'enabled': False, 'method': 'l1', 'schedule_offset': 1000}, 'different_groups': {}}, 'row_pruning': {'shared_parameters': {'enabled': False, 'method': 'l1', 'schedule_offset': 1000}, 'different_groups': {}}, 'head_pruning': {'shared_parameters': {'enabled': False, 'method': 'topk', 'schedule_offset': 1000}, 'different_groups': {}}, 'channel_pruning': {'shared_pa 0: rameters': {'enabled': False, 'method': 'l1', 'schedule_offset': 1000}, 'different_groups': {}}, 'layer_reduction': {'enabled': False}} 0: [2023-03-16 10:02:39,618] [INFO] [config.py:1011:print] curriculum_enabled ........... False 0: [2023-03-16 10:02:39,618] [INFO] [config.py:1011:print] curriculum_params ............ False 0: [2023-03-16 10:02:39,618] [INFO] [config.py:1011:print] dataloader_drop_last ......... False 0: [2023-03-16 10:02:39,618] [INFO] [config.py:1011:print] disable_allgather ............ False 0: [2023-03-16 10:02:39,618] [INFO] [config.py:1011:print] dump_state ................... False 0: [2023-03-16 10:02:39,618] [INFO] [config.py:1011:print] dynamic_loss_scale_args ...... None 0: [2023-03-16 10:02:39,618] [INFO] [config.py:1011:print] eigenvalue_enabled ........... False 0: [2023-03-16 10:02:39,618] [INFO] [config.py:1011:print] eigenvalue_gas_boundary_resolution 1 0: [2023-03-16 10:02:39,618] [INFO] [config.py:1011:print] eigenvalue_layer_name ........ bert.encoder.layer 0: [2023-03-16 10:02:39,618] [INFO] [config.py:1011:print] eigenvalue_layer_num ......... 0 0: [2023-03-16 10:02:39,618] [INFO] [config.py:1011:print] eigenvalue_max_iter .......... 100 0: [2023-03-16 10:02:39,618] [INFO] [config.py:1011:print] eigenvalue_stability ......... 1e-06 0: [2023-03-16 10:02:39,618] [INFO] [config.py:1011:print] eigenvalue_tol ............... 0.01 0: [2023-03-16 10:02:39,618] [INFO] [config.py:1011:print] eigenvalue_verbose ........... False 0: [2023-03-16 10:02:39,618] [INFO] [config.py:1011:print] elasticity_enabled ........... False 0: [2023-03-16 10:02:39,618] [INFO] [config.py:1011:print] flops_profiler_config ........ { 0: "enabled": false, 0: "profile_step": 1, 0: "module_depth": -1, 0: "top_modules": 1, 0: "detailed": true, 0: "output_file": null 0: } 0: [2023-03-16 10:02:39,618] [INFO] [config.py:1011:print] fp16_auto_cast ............... None 0: [2023-03-16 10:02:39,618] [INFO] [config.py:1011:print] fp16_enabled ................. False 0: [2023-03-16 10:02:39,618] [INFO] [config.py:1011:print] fp16_master_weights_and_gradients False 0: [2023-03-16 10:02:39,618] [INFO] [config.py:1011:print] global_rank .................. 0 0: [2023-03-16 10:02:39,618] [INFO] [config.py:1011:print] gradient_accumulation_steps .. 1 0: [2023-03-16 10:02:39,618] [INFO] [config.py:1011:print] gradient_clipping ............ 1.0 0: [2023-03-16 10:02:39,618] [INFO] [config.py:1011:print] gradient_predivide_factor .... 1.0 0: [2023-03-16 10:02:39,618] [INFO] [config.py:1011:print] initial_dynamic_scale ........ 1 0: [2023-03-16 10:02:39,618] [INFO] [config.py:1011:print] load_universal_checkpoint .... False 0: [2023-03-16 10:02:39,618] [INFO] [config.py:1011:print] loss_scale ................... 1.0 0: [2023-03-16 10:02:39,618] [INFO] [config.py:1011:print] memory_breakdown ............. False 0: [2023-03-16 10:02:39,618] [INFO] [config.py:1011:print] monitor_config ............... 0: [2023-03-16 10:02:39,618] [INFO] [config.py:1011:print] nebula_config ................ { 0: "enabled": false, 0: "persistent_storage_path": null, 0: "persistent_time_interval": 100, 0: "num_of_version_in_retention": 2, 0: "enable_nebula_load": true, 0: "load_path": null 0: } 0: [2023-03-16 10:02:39,618] [INFO] [config.py:1011:print] optimizer_legacy_fusion ...... False 0: [2023-03-16 10:02:39,618] [INFO] [config.py:1011:print] optimizer_name ............... None 0: [2023-03-16 10:02:39,619] [INFO] [config.py:1011:print] optimizer_params ............. None 0: [2023-03-16 10:02:39,619] [INFO] [config.py:1011:print] pipeline ..................... {'stages': 'auto', 'partition': 'best', 'seed_layers': False, 'activation_checkpoint_interval': 0} 0: [2023-03-16 10:02:39,619] [INFO] [config.py:1011:print] pld_enabled .................. False 0: [2023-03-16 10:02:39,619] [INFO] [config.py:1011:print] pld_params ................... False 0: [2023-03-16 10:02:39,619] [INFO] [config.py:1011:print] prescale_gradients ........... False 0: [2023-03-16 10:02:39,619] [INFO] [config.py:1011:print] scheduler_name ............... None 0: [2023-03-16 10:02:39,619] [INFO] [config.py:1011:print] scheduler_params ............. None 0: [2023-03-16 10:02:39,619] [INFO] [config.py:1011:print] sparse_attention ............. None 0: [2023-03-16 10:02:39,619] [INFO] [config.py:1011:print] sparse_gradients_enabled ..... False 0: [2023-03-16 10:02:39,619] [INFO] [config.py:1011:print] steps_per_print .............. 2000 0: [2023-03-16 10:02:39,619] [INFO] [config.py:1011:print] train_batch_size ............. 256 0: [2023-03-16 10:02:39,619] [INFO] [config.py:1011:print] train_micro_batch_size_per_gpu 4 0: [2023-03-16 10:02:39,619] [INFO] [config.py:1011:print] use_node_local_storage ....... False 0: [2023-03-16 10:02:39,619] [INFO] [config.py:1011:print] wall_clock_breakdown ......... False 0: [2023-03-16 10:02:39,619] [INFO] [config.py:1011:print] world_size ................... 64 0: [2023-03-16 10:02:39,619] [INFO] [config.py:1011:print] zero_allow_untested_optimizer False 0: [2023-03-16 10:02:39,619] [INFO] [config.py:1011:print] zero_config .................. stage=0 contiguous_gradients=True reduce_scatter=True reduce_bucket_size=500000000 allgather_partitions=True allgather_bucket_size=500000000 overlap_comm=False load_from_fp32_weights=True elastic_checkpoint=False offload_param=None offload_optimizer=None sub_group_size=1000000000 cpu_offload_param=None cpu_offload_use_pin_memory=None cpu_offload=None prefetch_bucket_size=50000000 param_persistence_threshold=100000 model_persistence_threshold=9223372036854775807 max_live_parameters=1000000000 max_reuse_distance=1000000000 gather_16bit_weights_on_model_save=False stage3_gather_fp16_weights_on_model_save=False ignore_unused_parameters=True legacy_stage1=False round_robin_gradients=False 0: [2023-03-16 10:02:39,619] [INFO] [config.py:1011:print] zero_enabled ................. False 0: [2023-03-16 10:02:39,619] [INFO] [config.py:1011:print] zero_optimization_stage ...... 0 0: [2023-03-16 10:02:39,619] [INFO] [config.py:996:print_user_config] json = { 0: "train_micro_batch_size_per_gpu": 4, 0: "train_batch_size": 256, 0: "gradient_clipping": 1.0, 0: "zero_optimization": { 0: "stage": 0 0: }, 0: "bf16": { 0: "enabled": true 0: }, 0: "steps_per_print": 2.000000e+03, 0: "wall_clock_breakdown": false 0: } 0: Time to load utils op: 0.00042319297790527344 seconds 0: [2023-03-16 10:02:39,620] [INFO] [engine.py:87:__init__] CONFIG: micro_batches=1 micro_batch_size=4 0: [2023-03-16 10:02:39,670] [INFO] [engine.py:145:__init__] RANK=0 STAGE=0 LAYERS=22 [0, 22) STAGE_PARAMS=146525952 (146.526M) TOTAL_PARAMS=146525952 (146.526M) UNIQUE_PARAMS=146525952 (146.526M) 0: [2023-03-16 10:02:39,677] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 6: [2023-03-16 10:02:39,677] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 6: [2023-03-16 10:02:39,677] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 0: WARNING: could not find the metadata file checkpoints_146m32b100m 0: will not load any checkpoints and will start from random 6: [2023-03-16 10:02:39,677] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 6: [2023-03-16 10:02:39,677] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 0: [2023-03-16 10:02:39,677] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 4: [2023-03-16 10:02:39,677] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 4: [2023-03-16 10:02:39,677] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 4: [2023-03-16 10:02:39,677] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 0: [2023-03-16 10:02:39,677] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 0: [2023-03-16 10:02:39,677] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 4: [2023-03-16 10:02:39,677] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 2: [2023-03-16 10:02:39,677] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 2: [2023-03-16 10:02:39,677] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 2: [2023-03-16 10:02:39,677] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 5: [2023-03-16 10:02:39,677] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 5: [2023-03-16 10:02:39,677] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 7: [2023-03-16 10:02:39,677] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 7: [2023-03-16 10:02:39,677] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 7: [2023-03-16 10:02:39,677] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 2: [2023-03-16 10:02:39,677] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 3: [2023-03-16 10:02:39,677] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 3: [2023-03-16 10:02:39,677] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 3: [2023-03-16 10:02:39,677] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 0: [2023-03-16 10:02:39,678] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 0: [2023-03-16 10:02:39,678] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 7: [2023-03-16 10:02:39,677] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 3: [2023-03-16 10:02:39,677] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 5: [2023-03-16 10:02:39,677] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 5: [2023-03-16 10:02:39,677] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 6: [2023-03-16 10:02:39,678] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 4: [2023-03-16 10:02:39,678] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 4: [2023-03-16 10:02:39,678] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 7: [2023-03-16 10:02:39,678] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 6: [2023-03-16 10:02:39,678] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 1: [2023-03-16 10:02:39,678] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 1: [2023-03-16 10:02:39,678] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 1: [2023-03-16 10:02:39,678] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 7: [2023-03-16 10:02:39,678] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 1: [2023-03-16 10:02:39,678] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 5: [2023-03-16 10:02:39,678] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 2: [2023-03-16 10:02:39,678] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 2: [2023-03-16 10:02:39,678] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 3: [2023-03-16 10:02:39,678] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 5: [2023-03-16 10:02:39,678] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 0: [2023-03-16 10:02:39,678] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 3: [2023-03-16 10:02:39,678] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 4: [2023-03-16 10:02:39,678] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 6: [2023-03-16 10:02:39,678] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 0: [2023-03-16 10:02:39,678] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 7: [2023-03-16 10:02:39,678] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 4: [2023-03-16 10:02:39,678] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 6: [2023-03-16 10:02:39,678] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 1: [2023-03-16 10:02:39,678] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 7: [2023-03-16 10:02:39,678] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 1: [2023-03-16 10:02:39,678] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 5: [2023-03-16 10:02:39,678] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 5: [2023-03-16 10:02:39,678] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 2: [2023-03-16 10:02:39,678] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 3: [2023-03-16 10:02:39,678] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 2: [2023-03-16 10:02:39,678] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 3: [2023-03-16 10:02:39,678] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 1: [2023-03-16 10:02:39,678] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 1: [2023-03-16 10:02:39,678] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 7: time (ms) | load-checkpoint: 6.90 0: estimated model parameters: 0.146525952 0: estimated model parameters without embeddings: 0.106319616 0: [after model, optimizer, and learning rate scheduler are built] datetime: 2023-03-16 10:02:40 0: > building train, validation, and test datasets ... 0: > datasets target sizes (minimum size): 0: train: 15446035 0: validation: 15616 0: test: 256 0: > building train, validation, and test datasets for GPT ... 0: > building dataset index ... 0: reading sizes... 0: reading pointers... 0: reading document index... 0: creating numpy buffer of mmap... 0: creating memory view of numpy buffer... 0: > finished creating indexed dataset in 0.036366 seconds 0: number of documents: 208931 0: > dataset split: 0: train: 0: document indices in [0, 208931) total of 208931 documents 0: > loading doc-idx mapping from /scratch/project_462000119/data/c4_subsampled/gpt2tok_c4_en_100M_text_document_train_indexmap_15446035ns_2048sl_1234s_doc_idx.npy 0: > loading sample-idx mapping from /scratch/project_462000119/data/c4_subsampled/gpt2tok_c4_en_100M_text_document_train_indexmap_15446035ns_2048sl_1234s_sample_idx.npy 0: > loading shuffle-idx mapping from /scratch/project_462000119/data/c4_subsampled/gpt2tok_c4_en_100M_text_document_train_indexmap_15446035ns_2048sl_1234s_shuffle_idx.npy 0: loaded indexed file in 0.095 seconds 0: total number of samples: 15471148 0: total number of epochs: 317 0: > building dataset index ... 0: reading sizes... 0: reading pointers... 0: reading document index... 0: creating numpy buffer of mmap... 0: creating memory view of numpy buffer... 0: > finished creating indexed dataset in 0.050034 seconds 0: number of documents: 364608 0: > dataset split: 0: validation: 0: document indices in [0, 364608) total of 364608 documents 0: > loading doc-idx mapping from /scratch/project_462000119/data/c4_validation/gpt2tok_c4validation_rerun_text_document_validation_indexmap_15616ns_2048sl_1234s_doc_idx.npy 0: > loading sample-idx mapping from /scratch/project_462000119/data/c4_validation/gpt2tok_c4validation_rerun_text_document_validation_indexmap_15616ns_2048sl_1234s_sample_idx.npy 0: > loading shuffle-idx mapping from /scratch/project_462000119/data/c4_validation/gpt2tok_c4validation_rerun_text_document_validation_indexmap_15616ns_2048sl_1234s_shuffle_idx.npy 0: loaded indexed file in 0.083 seconds 0: total number of samples: 84978 0: total number of epochs: 1 0: > finished creating GPT datasets ... 0: [after dataloaders are built] datetime: 2023-03-16 10:02:54 0: done with setup ... 0: training ... 0: Number of parameters: [tensor rank - pipeline rank] w/ and w/o embeddings: 7: time (ms) | model-and-optimizer-setup: 17672.25 | train/valid/test-data-iterators-setup: 13274.13 0: [000-000] 0.1465B / 0.1063B 0: [before the start of training step] datetime: 2023-03-16 10:02:54 0: [2023-03-16 10:02:55,335] [INFO] [checkpointing.py:553:forward] Activation Checkpointing Information 0: [2023-03-16 10:02:55,335] [INFO] [checkpointing.py:554:forward] ----Partition Activations False, CPU CHECKPOINTING False 0: [2023-03-16 10:02:55,335] [INFO] [checkpointing.py:557:forward] ----contiguous Memory Checkpointing False with None total layers 0: [2023-03-16 10:02:55,335] [INFO] [checkpointing.py:560:forward] ----Synchronization False 0: [2023-03-16 10:02:55,335] [INFO] [checkpointing.py:561:forward] ----Profiling time in checkpointing False 0: [Rank 0] (after 10 iterations) memory (MB) | allocated: 2727.23486328125 | max allocated: 5302.421875 | reserved: 6818.0 | max reserved: 6818.0 7: iteration 10/ 60336 | consumed samples: 2560 | consumed tokens: 5242880 | elapsed time per iteration (s): 1.54 | learning rate: 3.315E-06 | global batch size: 256 | lm loss: 1.088567E+01 | grad norm: 9.951 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 166.249 | TFLOPs: 7.76 | 7: iteration 20/ 60336 | consumed samples: 5120 | consumed tokens: 10485760 | elapsed time per iteration (s): 0.38 | learning rate: 6.630E-06 | global batch size: 256 | lm loss: 1.009748E+01 | grad norm: 3.051 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 667.099 | TFLOPs: 31.14 | 7: iteration 30/ 60336 | consumed samples: 7680 | consumed tokens: 15728640 | elapsed time per iteration (s): 0.38 | learning rate: 9.944E-06 | global batch size: 256 | lm loss: 9.669055E+00 | grad norm: 2.137 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 668.482 | TFLOPs: 31.20 | 7: iteration 40/ 60336 | consumed samples: 10240 | consumed tokens: 20971520 | elapsed time per iteration (s): 0.43 | learning rate: 1.326E-05 | global batch size: 256 | lm loss: 9.449981E+00 | grad norm: 1.960 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 597.527 | TFLOPs: 27.89 | 7: iteration 50/ 60336 | consumed samples: 12800 | consumed tokens: 26214400 | elapsed time per iteration (s): 0.38 | learning rate: 1.657E-05 | global batch size: 256 | lm loss: 9.210862E+00 | grad norm: 1.723 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 667.662 | TFLOPs: 31.16 | 7: iteration 60/ 60336 | consumed samples: 15360 | consumed tokens: 31457280 | elapsed time per iteration (s): 0.38 | learning rate: 1.989E-05 | global batch size: 256 | lm loss: 8.964593E+00 | grad norm: 1.637 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 678.637 | TFLOPs: 31.68 | 7: iteration 70/ 60336 | consumed samples: 17920 | consumed tokens: 36700160 | elapsed time per iteration (s): 0.38 | learning rate: 2.320E-05 | global batch size: 256 | lm loss: 8.726605E+00 | grad norm: 1.497 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 679.221 | TFLOPs: 31.70 | 7: iteration 80/ 60336 | consumed samples: 20480 | consumed tokens: 41943040 | elapsed time per iteration (s): 0.37 | learning rate: 2.652E-05 | global batch size: 256 | lm loss: 8.471718E+00 | grad norm: 1.403 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.186 | TFLOPs: 32.12 | 7: iteration 90/ 60336 | consumed samples: 23040 | consumed tokens: 47185920 | elapsed time per iteration (s): 0.38 | learning rate: 2.983E-05 | global batch size: 256 | lm loss: 8.222311E+00 | grad norm: 1.275 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 673.269 | TFLOPs: 31.43 | 7: iteration 100/ 60336 | consumed samples: 25600 | consumed tokens: 52428800 | elapsed time per iteration (s): 0.39 | learning rate: 3.315E-05 | global batch size: 256 | lm loss: 7.971963E+00 | grad norm: 1.375 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 664.029 | TFLOPs: 30.99 | 7: iteration 110/ 60336 | consumed samples: 28160 | consumed tokens: 57671680 | elapsed time per iteration (s): 0.40 | learning rate: 3.646E-05 | global batch size: 256 | lm loss: 7.747145E+00 | grad norm: 1.255 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 646.230 | TFLOPs: 30.16 | 7: iteration 120/ 60336 | consumed samples: 30720 | consumed tokens: 62914560 | elapsed time per iteration (s): 0.38 | learning rate: 3.978E-05 | global batch size: 256 | lm loss: 7.538882E+00 | grad norm: 1.140 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 672.251 | TFLOPs: 31.38 | 7: iteration 130/ 60336 | consumed samples: 33280 | consumed tokens: 68157440 | elapsed time per iteration (s): 0.39 | learning rate: 4.309E-05 | global batch size: 256 | lm loss: 7.358128E+00 | grad norm: 0.758 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 657.840 | TFLOPs: 30.71 | 7: iteration 140/ 60336 | consumed samples: 35840 | consumed tokens: 73400320 | elapsed time per iteration (s): 0.38 | learning rate: 4.641E-05 | global batch size: 256 | lm loss: 7.230898E+00 | grad norm: 0.567 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 670.401 | TFLOPs: 31.29 | 7: iteration 150/ 60336 | consumed samples: 38400 | consumed tokens: 78643200 | elapsed time per iteration (s): 0.38 | learning rate: 4.972E-05 | global batch size: 256 | lm loss: 7.102763E+00 | grad norm: 1.329 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 673.469 | TFLOPs: 31.44 | 7: iteration 160/ 60336 | consumed samples: 40960 | consumed tokens: 83886080 | elapsed time per iteration (s): 0.37 | learning rate: 5.304E-05 | global batch size: 256 | lm loss: 7.031019E+00 | grad norm: 0.729 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 685.691 | TFLOPs: 32.01 | 7: iteration 170/ 60336 | consumed samples: 43520 | consumed tokens: 89128960 | elapsed time per iteration (s): 0.38 | learning rate: 5.635E-05 | global batch size: 256 | lm loss: 6.945793E+00 | grad norm: 0.873 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 674.482 | TFLOPs: 31.48 | 7: iteration 180/ 60336 | consumed samples: 46080 | consumed tokens: 94371840 | elapsed time per iteration (s): 0.38 | learning rate: 5.967E-05 | global batch size: 256 | lm loss: 6.880740E+00 | grad norm: 1.276 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 679.392 | TFLOPs: 31.71 | 7: iteration 190/ 60336 | consumed samples: 48640 | consumed tokens: 99614720 | elapsed time per iteration (s): 0.39 | learning rate: 6.298E-05 | global batch size: 256 | lm loss: 6.800185E+00 | grad norm: 0.714 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 662.392 | TFLOPs: 30.92 | 7: iteration 200/ 60336 | consumed samples: 51200 | consumed tokens: 104857600 | elapsed time per iteration (s): 0.37 | learning rate: 6.630E-05 | global batch size: 256 | lm loss: 6.741903E+00 | grad norm: 0.541 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 685.037 | TFLOPs: 31.98 | 7: iteration 210/ 60336 | consumed samples: 53760 | consumed tokens: 110100480 | elapsed time per iteration (s): 0.37 | learning rate: 6.961E-05 | global batch size: 256 | lm loss: 6.681645E+00 | grad norm: 0.536 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 684.260 | TFLOPs: 31.94 | 7: iteration 220/ 60336 | consumed samples: 56320 | consumed tokens: 115343360 | elapsed time per iteration (s): 0.37 | learning rate: 7.293E-05 | global batch size: 256 | lm loss: 6.640258E+00 | grad norm: 1.041 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 684.297 | TFLOPs: 31.94 | 7: iteration 230/ 60336 | consumed samples: 58880 | consumed tokens: 120586240 | elapsed time per iteration (s): 0.37 | learning rate: 7.624E-05 | global batch size: 256 | lm loss: 6.595744E+00 | grad norm: 0.775 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.898 | TFLOPs: 32.16 | 7: iteration 240/ 60336 | consumed samples: 61440 | consumed tokens: 125829120 | elapsed time per iteration (s): 0.37 | learning rate: 7.955E-05 | global batch size: 256 | lm loss: 6.557777E+00 | grad norm: 0.801 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.631 | TFLOPs: 32.28 | 7: iteration 250/ 60336 | consumed samples: 64000 | consumed tokens: 131072000 | elapsed time per iteration (s): 0.37 | learning rate: 8.287E-05 | global batch size: 256 | lm loss: 6.513064E+00 | grad norm: 0.828 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 697.002 | TFLOPs: 32.53 | 7: iteration 260/ 60336 | consumed samples: 66560 | consumed tokens: 136314880 | elapsed time per iteration (s): 0.37 | learning rate: 8.618E-05 | global batch size: 256 | lm loss: 6.487735E+00 | grad norm: 1.052 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.264 | TFLOPs: 32.50 | 7: iteration 270/ 60336 | consumed samples: 69120 | consumed tokens: 141557760 | elapsed time per iteration (s): 0.37 | learning rate: 8.950E-05 | global batch size: 256 | lm loss: 6.447240E+00 | grad norm: 0.661 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 697.156 | TFLOPs: 32.54 | 7: iteration 280/ 60336 | consumed samples: 71680 | consumed tokens: 146800640 | elapsed time per iteration (s): 0.37 | learning rate: 9.281E-05 | global batch size: 256 | lm loss: 6.414352E+00 | grad norm: 0.593 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.373 | TFLOPs: 32.50 | 7: iteration 290/ 60336 | consumed samples: 74240 | consumed tokens: 152043520 | elapsed time per iteration (s): 0.37 | learning rate: 9.613E-05 | global batch size: 256 | lm loss: 6.410492E+00 | grad norm: 0.948 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.959 | TFLOPs: 32.48 | 7: iteration 300/ 60336 | consumed samples: 76800 | consumed tokens: 157286400 | elapsed time per iteration (s): 0.37 | learning rate: 9.944E-05 | global batch size: 256 | lm loss: 6.369871E+00 | grad norm: 0.748 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.674 | TFLOPs: 32.42 | 7: iteration 310/ 60336 | consumed samples: 79360 | consumed tokens: 162529280 | elapsed time per iteration (s): 0.37 | learning rate: 1.028E-04 | global batch size: 256 | lm loss: 6.346142E+00 | grad norm: 0.971 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.251 | TFLOPs: 32.50 | 7: iteration 320/ 60336 | consumed samples: 81920 | consumed tokens: 167772160 | elapsed time per iteration (s): 0.37 | learning rate: 1.061E-04 | global batch size: 256 | lm loss: 6.331116E+00 | grad norm: 0.624 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.933 | TFLOPs: 32.48 | 7: iteration 330/ 60336 | consumed samples: 84480 | consumed tokens: 173015040 | elapsed time per iteration (s): 0.37 | learning rate: 1.094E-04 | global batch size: 256 | lm loss: 6.307362E+00 | grad norm: 0.605 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.077 | TFLOPs: 32.44 | 7: iteration 340/ 60336 | consumed samples: 87040 | consumed tokens: 178257920 | elapsed time per iteration (s): 0.37 | learning rate: 1.127E-04 | global batch size: 256 | lm loss: 6.273678E+00 | grad norm: 0.871 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.431 | TFLOPs: 32.51 | 7: iteration 350/ 60336 | consumed samples: 89600 | consumed tokens: 183500800 | elapsed time per iteration (s): 0.37 | learning rate: 1.160E-04 | global batch size: 256 | lm loss: 6.247194E+00 | grad norm: 0.800 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.654 | TFLOPs: 32.52 | 7: iteration 360/ 60336 | consumed samples: 92160 | consumed tokens: 188743680 | elapsed time per iteration (s): 0.37 | learning rate: 1.193E-04 | global batch size: 256 | lm loss: 6.218284E+00 | grad norm: 0.778 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.629 | TFLOPs: 32.47 | 7: iteration 370/ 60336 | consumed samples: 94720 | consumed tokens: 193986560 | elapsed time per iteration (s): 0.37 | learning rate: 1.226E-04 | global batch size: 256 | lm loss: 6.207175E+00 | grad norm: 0.962 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.481 | TFLOPs: 32.51 | 7: iteration 380/ 60336 | consumed samples: 97280 | consumed tokens: 199229440 | elapsed time per iteration (s): 0.37 | learning rate: 1.260E-04 | global batch size: 256 | lm loss: 6.202110E+00 | grad norm: 0.971 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.727 | TFLOPs: 32.52 | 7: iteration 390/ 60336 | consumed samples: 99840 | consumed tokens: 204472320 | elapsed time per iteration (s): 0.37 | learning rate: 1.293E-04 | global batch size: 256 | lm loss: 6.171025E+00 | grad norm: 0.792 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.978 | TFLOPs: 32.53 | 7: iteration 400/ 60336 | consumed samples: 102400 | consumed tokens: 209715200 | elapsed time per iteration (s): 0.37 | learning rate: 1.326E-04 | global batch size: 256 | lm loss: 6.137280E+00 | grad norm: 1.037 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.510 | TFLOPs: 32.46 | 7: iteration 410/ 60336 | consumed samples: 104960 | consumed tokens: 214958080 | elapsed time per iteration (s): 0.37 | learning rate: 1.359E-04 | global batch size: 256 | lm loss: 6.125282E+00 | grad norm: 1.367 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.468 | TFLOPs: 32.46 | 7: iteration 420/ 60336 | consumed samples: 107520 | consumed tokens: 220200960 | elapsed time per iteration (s): 0.37 | learning rate: 1.392E-04 | global batch size: 256 | lm loss: 6.102383E+00 | grad norm: 1.466 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.140 | TFLOPs: 32.49 | 7: iteration 430/ 60336 | consumed samples: 110080 | consumed tokens: 225443840 | elapsed time per iteration (s): 0.37 | learning rate: 1.425E-04 | global batch size: 256 | lm loss: 6.086531E+00 | grad norm: 0.780 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.489 | TFLOPs: 32.51 | 7: iteration 440/ 60336 | consumed samples: 112640 | consumed tokens: 230686720 | elapsed time per iteration (s): 0.37 | learning rate: 1.459E-04 | global batch size: 256 | lm loss: 6.056941E+00 | grad norm: 0.885 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.601 | TFLOPs: 32.51 | 7: iteration 450/ 60336 | consumed samples: 115200 | consumed tokens: 235929600 | elapsed time per iteration (s): 0.37 | learning rate: 1.492E-04 | global batch size: 256 | lm loss: 6.023776E+00 | grad norm: 0.838 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 697.552 | TFLOPs: 32.56 | 7: iteration 460/ 60336 | consumed samples: 117760 | consumed tokens: 241172480 | elapsed time per iteration (s): 0.37 | learning rate: 1.525E-04 | global batch size: 256 | lm loss: 5.999215E+00 | grad norm: 0.644 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 698.224 | TFLOPs: 32.59 | 7: iteration 470/ 60336 | consumed samples: 120320 | consumed tokens: 246415360 | elapsed time per iteration (s): 0.37 | learning rate: 1.558E-04 | global batch size: 256 | lm loss: 5.985089E+00 | grad norm: 0.930 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.901 | TFLOPs: 32.20 | 7: iteration 480/ 60336 | consumed samples: 122880 | consumed tokens: 251658240 | elapsed time per iteration (s): 0.37 | learning rate: 1.591E-04 | global batch size: 256 | lm loss: 5.948708E+00 | grad norm: 0.749 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 697.596 | TFLOPs: 32.56 | 7: iteration 490/ 60336 | consumed samples: 125440 | consumed tokens: 256901120 | elapsed time per iteration (s): 0.37 | learning rate: 1.624E-04 | global batch size: 256 | lm loss: 5.930118E+00 | grad norm: 0.796 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.348 | TFLOPs: 32.50 | 7: iteration 500/ 60336 | consumed samples: 128000 | consumed tokens: 262144000 | elapsed time per iteration (s): 0.37 | learning rate: 1.657E-04 | global batch size: 256 | lm loss: 5.912883E+00 | grad norm: 1.770 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.111 | TFLOPs: 32.49 | 7: iteration 510/ 60336 | consumed samples: 130560 | consumed tokens: 267386880 | elapsed time per iteration (s): 0.37 | learning rate: 1.691E-04 | global batch size: 256 | lm loss: 5.885706E+00 | grad norm: 0.959 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.347 | TFLOPs: 32.50 | 7: iteration 520/ 60336 | consumed samples: 133120 | consumed tokens: 272629760 | elapsed time per iteration (s): 0.37 | learning rate: 1.724E-04 | global batch size: 256 | lm loss: 5.868690E+00 | grad norm: 0.637 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.283 | TFLOPs: 32.45 | 7: iteration 530/ 60336 | consumed samples: 135680 | consumed tokens: 277872640 | elapsed time per iteration (s): 0.37 | learning rate: 1.757E-04 | global batch size: 256 | lm loss: 5.836442E+00 | grad norm: 0.715 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.863 | TFLOPs: 32.48 | 7: iteration 540/ 60336 | consumed samples: 138240 | consumed tokens: 283115520 | elapsed time per iteration (s): 0.37 | learning rate: 1.790E-04 | global batch size: 256 | lm loss: 5.815579E+00 | grad norm: 1.115 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.770 | TFLOPs: 32.52 | 7: iteration 550/ 60336 | consumed samples: 140800 | consumed tokens: 288358400 | elapsed time per iteration (s): 0.37 | learning rate: 1.823E-04 | global batch size: 256 | lm loss: 5.790033E+00 | grad norm: 1.059 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.558 | TFLOPs: 32.47 | 7: iteration 560/ 60336 | consumed samples: 143360 | consumed tokens: 293601280 | elapsed time per iteration (s): 0.37 | learning rate: 1.856E-04 | global batch size: 256 | lm loss: 5.783727E+00 | grad norm: 0.710 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.627 | TFLOPs: 32.52 | 7: iteration 570/ 60336 | consumed samples: 145920 | consumed tokens: 298844160 | elapsed time per iteration (s): 0.37 | learning rate: 1.889E-04 | global batch size: 256 | lm loss: 5.737031E+00 | grad norm: 1.117 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.889 | TFLOPs: 32.53 | 7: iteration 580/ 60336 | consumed samples: 148480 | consumed tokens: 304087040 | elapsed time per iteration (s): 0.37 | learning rate: 1.923E-04 | global batch size: 256 | lm loss: 5.727971E+00 | grad norm: 0.715 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.925 | TFLOPs: 32.53 | 7: iteration 590/ 60336 | consumed samples: 151040 | consumed tokens: 309329920 | elapsed time per iteration (s): 0.37 | learning rate: 1.956E-04 | global batch size: 256 | lm loss: 5.688718E+00 | grad norm: 0.760 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.386 | TFLOPs: 32.50 | 7: iteration 600/ 60336 | consumed samples: 153600 | consumed tokens: 314572800 | elapsed time per iteration (s): 0.37 | learning rate: 1.989E-04 | global batch size: 256 | lm loss: 5.684492E+00 | grad norm: 1.449 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.899 | TFLOPs: 32.48 | 7: iteration 610/ 60336 | consumed samples: 156160 | consumed 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global batch size: 256 | lm loss: 5.164283E+00 | grad norm: 1.040 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.437 | TFLOPs: 32.46 | 7: iteration 850/ 60336 | consumed samples: 217600 | consumed tokens: 445644800 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-04 | global batch size: 256 | lm loss: 5.148447E+00 | grad norm: 0.533 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.550 | TFLOPs: 32.47 | 7: iteration 860/ 60336 | consumed samples: 220160 | consumed tokens: 450887680 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-04 | global batch size: 256 | lm loss: 5.118749E+00 | grad norm: 0.617 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.846 | TFLOPs: 32.48 | 7: iteration 870/ 60336 | consumed samples: 222720 | consumed tokens: 456130560 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-04 | global batch size: 256 | lm loss: 5.099022E+00 | grad norm: 0.562 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.532 | TFLOPs: 32.46 | 7: iteration 880/ 60336 | consumed samples: 225280 | consumed tokens: 461373440 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-04 | global batch size: 256 | lm loss: 5.073291E+00 | grad norm: 0.805 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.613 | TFLOPs: 32.52 | 7: iteration 890/ 60336 | consumed samples: 227840 | consumed tokens: 466616320 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-04 | global batch size: 256 | lm loss: 5.067554E+00 | grad norm: 0.787 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 697.511 | TFLOPs: 32.56 | 7: iteration 900/ 60336 | consumed samples: 230400 | consumed tokens: 471859200 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-04 | global batch size: 256 | lm loss: 5.036991E+00 | grad norm: 0.640 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 697.106 | TFLOPs: 32.54 | 7: iteration 910/ 60336 | consumed samples: 232960 | consumed tokens: 477102080 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-04 | global batch size: 256 | lm loss: 5.019008E+00 | grad norm: 0.698 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 697.615 | TFLOPs: 32.56 | 7: iteration 920/ 60336 | consumed samples: 235520 | consumed tokens: 482344960 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-04 | global batch size: 256 | lm loss: 5.005193E+00 | grad norm: 0.590 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 697.423 | TFLOPs: 32.55 | 7: iteration 930/ 60336 | consumed samples: 238080 | consumed tokens: 487587840 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-04 | global batch size: 256 | lm loss: 4.977086E+00 | grad norm: 0.855 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 697.185 | TFLOPs: 32.54 | 7: iteration 940/ 60336 | consumed samples: 240640 | consumed tokens: 492830720 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-04 | global batch size: 256 | lm loss: 4.968083E+00 | grad norm: 0.992 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.502 | TFLOPs: 32.51 | 7: iteration 950/ 60336 | consumed samples: 243200 | consumed tokens: 498073600 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-04 | global batch size: 256 | lm loss: 4.946111E+00 | grad norm: 0.552 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.439 | TFLOPs: 32.51 | 7: iteration 960/ 60336 | consumed samples: 245760 | consumed tokens: 503316480 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-04 | global batch size: 256 | lm loss: 4.905272E+00 | grad norm: 0.681 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.649 | TFLOPs: 32.52 | 7: iteration 970/ 60336 | consumed samples: 248320 | consumed tokens: 508559360 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-04 | global batch size: 256 | lm loss: 4.899671E+00 | grad norm: 0.731 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.466 | TFLOPs: 32.51 | 7: iteration 980/ 60336 | consumed samples: 250880 | consumed tokens: 513802240 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-04 | global batch size: 256 | lm loss: 4.882607E+00 | grad norm: 0.688 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.763 | TFLOPs: 32.52 | 7: iteration 990/ 60336 | consumed samples: 253440 | consumed tokens: 519045120 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-04 | global batch size: 256 | lm loss: 4.860739E+00 | grad norm: 1.020 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.281 | TFLOPs: 32.50 | 7: iteration 1000/ 60336 | consumed samples: 256000 | consumed tokens: 524288000 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-04 | global batch size: 256 | lm loss: 4.858602E+00 | grad norm: 0.734 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.320 | TFLOPs: 32.50 | 7: ----------------------------------------------------------------------------------------------- 7: validation loss at iteration 1000 | lm loss value: 4.815150E+00 | lm loss PPL: 1.233653E+02 | 7: ----------------------------------------------------------------------------------------------- 0: saving checkpoint at iteration 1000 to checkpoints_146m32b100m 0: [2023-03-16 10:09:17,085] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step1000 is begin to save! 0: [2023-03-16 10:09:17,116] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100m/global_step1000/layer_01-model_00-model_states.pt... 0: [2023-03-16 10:09:17,204] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step1000/layer_01-model_00-model_states.pt. 0: [2023-03-16 10:09:17,204] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100m/global_step1000/layer_03-model_00-model_states.pt... 0: [2023-03-16 10:09:17,221] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step1000/layer_03-model_00-model_states.pt. 0: [2023-03-16 10:09:17,222] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100m/global_step1000/layer_04-model_00-model_states.pt... 0: 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checkpoints_146m32b100m/global_step1000/bf16_zero_pp_rank_15_mp_rank_00_optim_states.pt 1: [2023-03-16 10:09:17,508] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step1000/bf16_zero_pp_rank_13_mp_rank_00_optim_states.pt 5: [2023-03-16 10:09:17,506] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step1000/bf16_zero_pp_rank_43_mp_rank_00_optim_states.pt. 5: [2023-03-16 10:09:17,506] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step1000/bf16_zero_pp_rank_41_mp_rank_00_optim_states.pt 5: [2023-03-16 10:09:17,506] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step1000/bf16_zero_pp_rank_42_mp_rank_00_optim_states.pt 5: [2023-03-16 10:09:17,506] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step1000/bf16_zero_pp_rank_40_mp_rank_00_optim_states.pt 1: [2023-03-16 10:09:17,508] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step1000 is ready now! 1: [2023-03-16 10:09:17,508] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step1000 is ready now! 1: [2023-03-16 10:09:17,508] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step1000/bf16_zero_pp_rank_14_mp_rank_00_optim_states.pt 1: [2023-03-16 10:09:17,508] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step1000 is ready now! 1: [2023-03-16 10:09:17,508] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step1000/bf16_zero_pp_rank_12_mp_rank_00_optim_states.pt 5: [2023-03-16 10:09:17,506] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved 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checkpoints_146m32b100m/global_step1000/bf16_zero_pp_rank_8_mp_rank_00_optim_states.pt. 1: [2023-03-16 10:09:17,509] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step1000/bf16_zero_pp_rank_9_mp_rank_00_optim_states.pt. 5: [2023-03-16 10:09:17,506] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step1000 is ready now! 1: [2023-03-16 10:09:17,509] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step1000/bf16_zero_pp_rank_9_mp_rank_00_optim_states.pt 1: [2023-03-16 10:09:17,509] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step1000/bf16_zero_pp_rank_8_mp_rank_00_optim_states.pt 5: [2023-03-16 10:09:17,506] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step1000/bf16_zero_pp_rank_45_mp_rank_00_optim_states.pt. 5: [2023-03-16 10:09:17,506] [INFO] 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iteration (s): 0.37 | learning rate: 2.000E-04 | global batch size: 256 | lm loss: 4.791875E+00 | grad norm: 0.557 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.230 | TFLOPs: 32.50 | 7: iteration 1040/ 60336 | consumed samples: 266240 | consumed tokens: 545259520 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-04 | global batch size: 256 | lm loss: 4.788692E+00 | grad norm: 0.697 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.270 | TFLOPs: 32.50 | 7: iteration 1050/ 60336 | consumed samples: 268800 | consumed tokens: 550502400 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-04 | global batch size: 256 | lm loss: 4.765005E+00 | grad norm: 0.537 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.800 | TFLOPs: 32.52 | 7: iteration 1060/ 60336 | consumed samples: 271360 | consumed tokens: 555745280 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-04 | global batch size: 256 | lm loss: 4.730881E+00 | grad norm: 0.559 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.024 | TFLOPs: 32.49 | 7: iteration 1070/ 60336 | consumed samples: 273920 | consumed tokens: 560988160 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-04 | global batch size: 256 | lm loss: 4.735342E+00 | grad norm: 0.768 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.687 | TFLOPs: 32.52 | 7: iteration 1080/ 60336 | consumed samples: 276480 | consumed tokens: 566231040 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-04 | global batch size: 256 | lm loss: 4.725752E+00 | grad norm: 0.533 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.947 | TFLOPs: 32.48 | 7: iteration 1090/ 60336 | consumed samples: 279040 | consumed tokens: 571473920 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-04 | global batch size: 256 | lm loss: 4.698554E+00 | grad norm: 0.666 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.482 | TFLOPs: 32.51 | 7: iteration 1100/ 60336 | consumed samples: 281600 | consumed tokens: 576716800 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-04 | global batch size: 256 | lm loss: 4.703487E+00 | grad norm: 0.652 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.396 | TFLOPs: 32.23 | 7: iteration 1110/ 60336 | consumed samples: 284160 | consumed tokens: 581959680 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-04 | global batch size: 256 | lm loss: 4.691701E+00 | grad norm: 0.568 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.954 | TFLOPs: 32.53 | 7: iteration 1120/ 60336 | consumed samples: 286720 | consumed tokens: 587202560 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-04 | global batch size: 256 | lm loss: 4.678086E+00 | grad norm: 0.473 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.831 | TFLOPs: 32.53 | 7: iteration 1130/ 60336 | consumed samples: 289280 | consumed tokens: 592445440 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-04 | global batch size: 256 | lm loss: 4.655820E+00 | grad norm: 0.569 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 697.136 | TFLOPs: 32.54 | 7: iteration 1140/ 60336 | consumed samples: 291840 | consumed tokens: 597688320 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-04 | global batch size: 256 | lm loss: 4.649899E+00 | grad norm: 0.834 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.633 | TFLOPs: 32.52 | 7: iteration 1150/ 60336 | consumed samples: 294400 | consumed tokens: 602931200 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-04 | global batch size: 256 | lm loss: 4.647233E+00 | grad norm: 0.551 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.605 | TFLOPs: 32.51 | 7: iteration 1160/ 60336 | consumed samples: 296960 | consumed tokens: 608174080 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-04 | global batch size: 256 | lm loss: 4.624749E+00 | grad norm: 0.531 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.202 | TFLOPs: 32.50 | 7: iteration 1170/ 60336 | consumed samples: 299520 | consumed tokens: 613416960 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-04 | global batch size: 256 | lm loss: 4.604766E+00 | grad norm: 0.547 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.564 | TFLOPs: 32.51 | 7: iteration 1180/ 60336 | consumed samples: 302080 | consumed tokens: 618659840 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-04 | global batch size: 256 | lm loss: 4.598362E+00 | grad norm: 0.890 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.007 | TFLOPs: 32.49 | 7: iteration 1190/ 60336 | consumed samples: 304640 | consumed tokens: 623902720 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-04 | global batch size: 256 | lm loss: 4.602022E+00 | grad norm: 0.602 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.851 | TFLOPs: 32.48 | 7: iteration 1200/ 60336 | consumed samples: 307200 | consumed tokens: 629145600 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-04 | global batch size: 256 | lm loss: 4.594144E+00 | grad norm: 0.635 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.013 | TFLOPs: 32.49 | 7: iteration 1210/ 60336 | consumed samples: 309760 | consumed tokens: 634388480 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-04 | global batch size: 256 | lm loss: 4.582476E+00 | grad norm: 0.645 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.974 | TFLOPs: 32.49 | 7: iteration 1220/ 60336 | consumed samples: 312320 | consumed tokens: 639631360 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-04 | global batch size: 256 | lm loss: 4.575325E+00 | grad norm: 0.663 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.959 | TFLOPs: 32.44 | 7: iteration 1230/ 60336 | consumed samples: 314880 | consumed tokens: 644874240 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-04 | global batch size: 256 | lm loss: 4.558377E+00 | grad norm: 0.469 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.227 | TFLOPs: 32.45 | 7: iteration 1240/ 60336 | consumed samples: 317440 | consumed tokens: 650117120 | elapsed time per iteration (s): 0.37 | learning rate: 1.999E-04 | global batch size: 256 | lm loss: 4.553436E+00 | grad norm: 0.434 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.007 | TFLOPs: 32.49 | 7: iteration 1250/ 60336 | consumed samples: 320000 | consumed tokens: 655360000 | elapsed time per iteration (s): 0.37 | learning rate: 1.999E-04 | global batch size: 256 | lm loss: 4.538424E+00 | grad norm: 0.914 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.628 | TFLOPs: 32.52 | 7: iteration 1260/ 60336 | consumed samples: 322560 | consumed tokens: 660602880 | elapsed time per iteration (s): 0.37 | learning rate: 1.999E-04 | global batch size: 256 | lm loss: 4.541750E+00 | grad norm: 0.503 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.632 | TFLOPs: 32.52 | 7: iteration 1270/ 60336 | consumed samples: 325120 | consumed tokens: 665845760 | elapsed time per iteration (s): 0.37 | learning rate: 1.999E-04 | global batch size: 256 | lm loss: 4.540425E+00 | grad norm: 0.496 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.549 | TFLOPs: 32.51 | 7: iteration 1280/ 60336 | consumed samples: 327680 | consumed tokens: 671088640 | elapsed time per iteration (s): 0.37 | learning rate: 1.999E-04 | global batch size: 256 | lm loss: 4.516156E+00 | grad norm: 0.790 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 697.289 | TFLOPs: 32.55 | 7: iteration 1290/ 60336 | consumed samples: 330240 | consumed tokens: 676331520 | elapsed time per iteration (s): 0.37 | learning rate: 1.999E-04 | global batch size: 256 | lm loss: 4.527901E+00 | grad norm: 0.540 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.528 | TFLOPs: 32.46 | 7: iteration 1300/ 60336 | consumed samples: 332800 | consumed tokens: 681574400 | elapsed time per iteration (s): 0.37 | learning rate: 1.999E-04 | global batch size: 256 | lm loss: 4.514676E+00 | grad norm: 0.506 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 683.802 | TFLOPs: 31.92 | 7: iteration 1310/ 60336 | consumed samples: 335360 | consumed tokens: 686817280 | elapsed time per iteration (s): 0.37 | learning rate: 1.999E-04 | global batch size: 256 | lm loss: 4.496185E+00 | grad norm: 0.520 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 698.035 | TFLOPs: 32.58 | 7: iteration 1320/ 60336 | consumed samples: 337920 | consumed tokens: 692060160 | elapsed time per iteration (s): 0.37 | learning rate: 1.999E-04 | global batch size: 256 | lm loss: 4.482190E+00 | grad norm: 0.459 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 697.801 | TFLOPs: 32.57 | 7: iteration 1330/ 60336 | consumed samples: 340480 | consumed tokens: 697303040 | elapsed time per iteration (s): 0.37 | learning rate: 1.999E-04 | global batch size: 256 | lm loss: 4.490328E+00 | grad norm: 0.477 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 697.029 | TFLOPs: 32.53 | 7: iteration 1340/ 60336 | consumed samples: 343040 | consumed tokens: 702545920 | elapsed time per iteration (s): 0.37 | learning rate: 1.999E-04 | global batch size: 256 | lm loss: 4.472335E+00 | grad norm: 0.544 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.763 | TFLOPs: 32.52 | 7: iteration 1350/ 60336 | consumed samples: 345600 | consumed tokens: 707788800 | elapsed time per iteration (s): 0.37 | learning rate: 1.999E-04 | global batch size: 256 | lm loss: 4.474964E+00 | grad norm: 0.625 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 697.104 | TFLOPs: 32.54 | 7: iteration 1360/ 60336 | consumed samples: 348160 | consumed tokens: 713031680 | elapsed time per iteration (s): 0.37 | learning rate: 1.999E-04 | global batch size: 256 | lm loss: 4.460347E+00 | grad norm: 0.589 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.964 | TFLOPs: 32.53 | 7: iteration 1370/ 60336 | consumed samples: 350720 | consumed tokens: 718274560 | elapsed time per iteration (s): 0.37 | learning rate: 1.999E-04 | global batch size: 256 | lm loss: 4.446750E+00 | grad norm: 0.446 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 697.308 | TFLOPs: 32.55 | 7: iteration 1380/ 60336 | consumed samples: 353280 | consumed tokens: 723517440 | elapsed time per iteration (s): 0.37 | learning rate: 1.999E-04 | global batch size: 256 | lm loss: 4.453910E+00 | grad norm: 0.480 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.637 | TFLOPs: 32.52 | 7: iteration 1390/ 60336 | consumed samples: 355840 | consumed tokens: 728760320 | elapsed time per iteration (s): 0.37 | learning rate: 1.999E-04 | global batch size: 256 | lm loss: 4.453704E+00 | grad norm: 0.634 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.320 | TFLOPs: 32.50 | 7: iteration 1400/ 60336 | consumed samples: 358400 | consumed tokens: 734003200 | elapsed time per iteration (s): 0.37 | learning rate: 1.999E-04 | global batch size: 256 | lm loss: 4.444468E+00 | grad norm: 0.564 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.753 | TFLOPs: 32.48 | 7: iteration 1410/ 60336 | consumed samples: 360960 | consumed tokens: 739246080 | elapsed time per iteration (s): 0.37 | learning rate: 1.999E-04 | global batch size: 256 | lm loss: 4.429207E+00 | grad norm: 0.489 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.981 | TFLOPs: 32.53 | 7: iteration 1420/ 60336 | consumed samples: 363520 | consumed tokens: 744488960 | elapsed time per iteration (s): 0.37 | learning rate: 1.999E-04 | global batch size: 256 | lm loss: 4.429738E+00 | grad norm: 0.467 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.701 | TFLOPs: 32.52 | 7: iteration 1430/ 60336 | consumed samples: 366080 | consumed tokens: 749731840 | elapsed time per iteration (s): 0.37 | learning rate: 1.999E-04 | global batch size: 256 | lm loss: 4.434643E+00 | grad norm: 0.534 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 684.388 | TFLOPs: 31.94 | 7: iteration 1440/ 60336 | consumed samples: 368640 | consumed tokens: 754974720 | elapsed time per iteration (s): 0.37 | learning rate: 1.999E-04 | global batch size: 256 | lm loss: 4.424314E+00 | grad norm: 0.628 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 697.487 | TFLOPs: 32.56 | 7: iteration 1450/ 60336 | consumed samples: 371200 | consumed tokens: 760217600 | elapsed time per iteration (s): 0.37 | learning rate: 1.999E-04 | global batch size: 256 | lm loss: 4.416275E+00 | grad norm: 0.446 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.481 | TFLOPs: 32.51 | 7: iteration 1460/ 60336 | consumed samples: 373760 | consumed tokens: 765460480 | elapsed time per iteration (s): 0.37 | learning rate: 1.999E-04 | global batch size: 256 | lm loss: 4.416411E+00 | grad norm: 0.480 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.561 | TFLOPs: 32.51 | 7: iteration 1470/ 60336 | consumed samples: 376320 | consumed tokens: 770703360 | elapsed time per iteration (s): 0.37 | learning rate: 1.999E-04 | global batch size: 256 | lm loss: 4.398286E+00 | grad norm: 0.434 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.808 | TFLOPs: 32.52 | 7: iteration 1480/ 60336 | consumed samples: 378880 | consumed tokens: 775946240 | elapsed time per iteration (s): 0.37 | learning rate: 1.999E-04 | global batch size: 256 | lm loss: 4.403778E+00 | grad norm: 0.645 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.768 | TFLOPs: 32.52 | 7: iteration 1490/ 60336 | consumed samples: 381440 | consumed tokens: 781189120 | elapsed time per iteration (s): 0.37 | learning rate: 1.999E-04 | global batch size: 256 | lm loss: 4.394765E+00 | grad norm: 0.601 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.692 | TFLOPs: 32.47 | 7: iteration 1500/ 60336 | consumed samples: 384000 | consumed tokens: 786432000 | elapsed time per iteration (s): 0.37 | learning rate: 1.999E-04 | global batch size: 256 | lm loss: 4.397078E+00 | grad norm: 0.468 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.107 | TFLOPs: 32.49 | 7: iteration 1510/ 60336 | consumed samples: 386560 | consumed tokens: 791674880 | elapsed time per iteration (s): 0.37 | learning rate: 1.999E-04 | global batch size: 256 | lm loss: 4.388908E+00 | grad norm: 0.575 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.348 | TFLOPs: 32.50 | 7: iteration 1520/ 60336 | consumed samples: 389120 | consumed tokens: 796917760 | elapsed time per iteration (s): 0.37 | learning rate: 1.999E-04 | global batch size: 256 | lm loss: 4.382536E+00 | grad norm: 0.496 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.003 | TFLOPs: 32.49 | 7: iteration 1530/ 60336 | consumed samples: 391680 | consumed tokens: 802160640 | elapsed time per iteration (s): 0.37 | learning rate: 1.999E-04 | global batch size: 256 | lm loss: 4.372569E+00 | grad norm: 0.528 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.931 | TFLOPs: 32.48 | 7: iteration 1540/ 60336 | consumed samples: 394240 | consumed tokens: 807403520 | elapsed time per iteration (s): 0.37 | learning rate: 1.999E-04 | global batch size: 256 | lm loss: 4.363860E+00 | grad norm: 0.660 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.020 | TFLOPs: 32.49 | 7: iteration 1550/ 60336 | consumed samples: 396800 | consumed tokens: 812646400 | elapsed time per iteration (s): 0.37 | learning rate: 1.999E-04 | global batch size: 256 | lm loss: 4.364749E+00 | grad norm: 0.563 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.904 | TFLOPs: 32.48 | 7: iteration 1560/ 60336 | consumed samples: 399360 | consumed tokens: 817889280 | elapsed time per iteration (s): 0.37 | learning rate: 1.999E-04 | global batch size: 256 | lm loss: 4.361184E+00 | grad norm: 0.649 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.125 | TFLOPs: 32.49 | 7: iteration 1570/ 60336 | consumed samples: 401920 | consumed tokens: 823132160 | elapsed time per iteration (s): 0.37 | learning rate: 1.999E-04 | global batch size: 256 | lm loss: 4.358080E+00 | grad norm: 0.448 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.277 | TFLOPs: 32.50 | 7: iteration 1580/ 60336 | consumed samples: 404480 | consumed tokens: 828375040 | elapsed time per iteration (s): 0.37 | learning rate: 1.999E-04 | global batch size: 256 | lm loss: 4.347643E+00 | grad norm: 0.490 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.721 | TFLOPs: 32.52 | 7: iteration 1590/ 60336 | consumed samples: 407040 | consumed tokens: 833617920 | elapsed time per iteration (s): 0.37 | learning rate: 1.999E-04 | global batch size: 256 | lm loss: 4.340275E+00 | grad norm: 0.576 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.524 | TFLOPs: 32.51 | 7: iteration 1600/ 60336 | consumed samples: 409600 | consumed tokens: 838860800 | elapsed time per iteration (s): 0.37 | learning rate: 1.999E-04 | global batch size: 256 | lm loss: 4.322870E+00 | grad norm: 0.517 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.394 | TFLOPs: 32.51 | 7: iteration 1610/ 60336 | consumed samples: 412160 | consumed tokens: 844103680 | elapsed time per iteration (s): 0.37 | learning rate: 1.999E-04 | global batch size: 256 | lm loss: 4.318520E+00 | grad norm: 0.436 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.752 | TFLOPs: 32.52 | 7: iteration 1620/ 60336 | consumed samples: 414720 | consumed tokens: 849346560 | elapsed time per iteration (s): 0.37 | learning rate: 1.999E-04 | global batch size: 256 | lm loss: 4.337947E+00 | grad norm: 0.534 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.785 | TFLOPs: 32.52 | 7: iteration 1630/ 60336 | consumed samples: 417280 | consumed tokens: 854589440 | elapsed time per iteration (s): 0.37 | learning rate: 1.999E-04 | global batch size: 256 | lm loss: 4.323282E+00 | grad norm: 0.529 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.814 | TFLOPs: 32.52 | 7: iteration 1640/ 60336 | consumed samples: 419840 | consumed tokens: 859832320 | elapsed time per iteration (s): 0.37 | learning rate: 1.999E-04 | global batch size: 256 | lm loss: 4.329604E+00 | grad norm: 0.560 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.469 | TFLOPs: 32.51 | 7: iteration 1650/ 60336 | consumed samples: 422400 | consumed tokens: 865075200 | elapsed time per iteration (s): 0.37 | learning rate: 1.999E-04 | global batch size: 256 | lm loss: 4.309847E+00 | grad norm: 0.466 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.836 | TFLOPs: 32.53 | 7: iteration 1660/ 60336 | consumed samples: 424960 | consumed tokens: 870318080 | elapsed time per iteration (s): 0.37 | learning rate: 1.999E-04 | global batch size: 256 | lm loss: 4.313050E+00 | grad norm: 0.542 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 697.429 | TFLOPs: 32.55 | 7: iteration 1670/ 60336 | consumed samples: 427520 | consumed tokens: 875560960 | elapsed time per iteration (s): 0.37 | learning rate: 1.999E-04 | global batch size: 256 | lm loss: 4.303260E+00 | grad norm: 0.536 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 697.057 | TFLOPs: 32.54 | 7: iteration 1680/ 60336 | consumed samples: 430080 | consumed tokens: 880803840 | elapsed time per iteration (s): 0.37 | learning rate: 1.999E-04 | global batch size: 256 | lm loss: 4.301931E+00 | grad norm: 0.492 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.881 | TFLOPs: 32.53 | 7: iteration 1690/ 60336 | consumed samples: 432640 | consumed tokens: 886046720 | elapsed time per iteration (s): 0.37 | learning rate: 1.999E-04 | global batch size: 256 | lm loss: 4.301022E+00 | grad norm: 0.416 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 697.156 | TFLOPs: 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| lm loss: 4.247830E+00 | grad norm: 0.487 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.425 | TFLOPs: 32.46 | 7: iteration 1850/ 60336 | consumed samples: 473600 | consumed tokens: 969932800 | elapsed time per iteration (s): 0.37 | learning rate: 1.998E-04 | global batch size: 256 | lm loss: 4.245950E+00 | grad norm: 0.730 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.686 | TFLOPs: 32.47 | 7: iteration 1860/ 60336 | consumed samples: 476160 | consumed tokens: 975175680 | elapsed time per iteration (s): 0.37 | learning rate: 1.998E-04 | global batch size: 256 | lm loss: 4.227943E+00 | grad norm: 0.421 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.504 | TFLOPs: 32.46 | 7: iteration 1870/ 60336 | consumed samples: 478720 | consumed tokens: 980418560 | elapsed time per iteration (s): 0.37 | learning rate: 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iteration (s): 0.37 | learning rate: 1.998E-04 | global batch size: 256 | lm loss: 4.231575E+00 | grad norm: 0.428 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.215 | TFLOPs: 32.50 | 7: iteration 1910/ 60336 | consumed samples: 488960 | consumed tokens: 1001390080 | elapsed time per iteration (s): 0.37 | learning rate: 1.998E-04 | global batch size: 256 | lm loss: 4.218726E+00 | grad norm: 0.447 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.075 | TFLOPs: 32.49 | 7: iteration 1920/ 60336 | consumed samples: 491520 | consumed tokens: 1006632960 | elapsed time per iteration (s): 0.37 | learning rate: 1.998E-04 | global batch size: 256 | lm loss: 4.205901E+00 | grad norm: 0.447 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.327 | TFLOPs: 32.50 | 7: iteration 1930/ 60336 | consumed samples: 494080 | consumed 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consumed samples: 501760 | consumed tokens: 1027604480 | elapsed time per iteration (s): 0.37 | learning rate: 1.998E-04 | global batch size: 256 | lm loss: 4.211380E+00 | grad norm: 0.583 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.353 | TFLOPs: 32.46 | 7: iteration 1970/ 60336 | consumed samples: 504320 | consumed tokens: 1032847360 | elapsed time per iteration (s): 0.37 | learning rate: 1.998E-04 | global batch size: 256 | lm loss: 4.197503E+00 | grad norm: 0.465 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.735 | TFLOPs: 32.47 | 7: iteration 1980/ 60336 | consumed samples: 506880 | consumed tokens: 1038090240 | elapsed time per iteration (s): 0.37 | learning rate: 1.998E-04 | global batch size: 256 | lm loss: 4.200789E+00 | grad norm: 0.424 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.525 | TFLOPs: 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----------------------------------------------------------------------------------------------- 7: validation loss at iteration 2000 | lm loss value: 4.168982E+00 | lm loss PPL: 6.464961E+01 | 7: ----------------------------------------------------------------------------------------------- 0: saving checkpoint at iteration 2000 to checkpoints_146m32b100m 0: [2023-03-16 10:15:25,458] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step2000 is begin to save! 0: [2023-03-16 10:15:25,461] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100m/global_step2000/layer_01-model_00-model_states.pt... 0: [2023-03-16 10:15:25,548] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step2000/layer_01-model_00-model_states.pt. 0: [2023-03-16 10:15:25,549] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100m/global_step2000/layer_03-model_00-model_states.pt... 0: [2023-03-16 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[2023-03-16 10:15:25,840] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step2000 is ready now! 3: [2023-03-16 10:15:25,840] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step2000/bf16_zero_pp_rank_31_mp_rank_00_optim_states.pt 3: [2023-03-16 10:15:25,840] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step2000 is ready now! 4: [2023-03-16 10:15:25,840] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step2000/bf16_zero_pp_rank_35_mp_rank_00_optim_states.pt. 4: [2023-03-16 10:15:25,841] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step2000/bf16_zero_pp_rank_35_mp_rank_00_optim_states.pt 4: [2023-03-16 10:15:25,841] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step2000 is ready now! 0: [2023-03-16 10:15:25,841] [INFO] [torch_checkpoint_engine.py:17:save] 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checkpoints_146m32b100m/global_step2000/bf16_zero_pp_rank_7_mp_rank_00_optim_states.pt. 0: [2023-03-16 10:15:25,848] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step2000/bf16_zero_pp_rank_3_mp_rank_00_optim_states.pt. 0: [2023-03-16 10:15:25,848] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step2000/bf16_zero_pp_rank_5_mp_rank_00_optim_states.pt. 0: [2023-03-16 10:15:25,848] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step2000/bf16_zero_pp_rank_7_mp_rank_00_optim_states.pt 0: [2023-03-16 10:15:25,848] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step2000/bf16_zero_pp_rank_3_mp_rank_00_optim_states.pt 0: [2023-03-16 10:15:25,848] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step2000/bf16_zero_pp_rank_5_mp_rank_00_optim_states.pt 0: [2023-03-16 10:15:25,848] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step2000 is ready now! 0: [2023-03-16 10:15:25,848] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step2000 is ready now! 0: [2023-03-16 10:15:25,848] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step2000 is ready now! 6: [2023-03-16 10:15:25,849] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step2000/bf16_zero_pp_rank_53_mp_rank_00_optim_states.pt. 6: [2023-03-16 10:15:25,849] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step2000/bf16_zero_pp_rank_53_mp_rank_00_optim_states.pt 6: [2023-03-16 10:15:25,849] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step2000 is ready now! 1: [2023-03-16 10:15:25,851] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step2000/bf16_zero_pp_rank_8_mp_rank_00_optim_states.pt. 1: [2023-03-16 10:15:25,851] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step2000/bf16_zero_pp_rank_8_mp_rank_00_optim_states.pt 1: [2023-03-16 10:15:25,851] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step2000 is ready now! 2: [2023-03-16 10:15:25,853] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step2000/bf16_zero_pp_rank_23_mp_rank_00_optim_states.pt. 2: [2023-03-16 10:15:25,853] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step2000/bf16_zero_pp_rank_23_mp_rank_00_optim_states.pt 2: [2023-03-16 10:15:25,853] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step2000 is ready now! 5: [2023-03-16 10:15:25,864] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step2000/bf16_zero_pp_rank_41_mp_rank_00_optim_states.pt. 5: [2023-03-16 10:15:25,864] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step2000/bf16_zero_pp_rank_41_mp_rank_00_optim_states.pt 5: [2023-03-16 10:15:25,864] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step2000 is ready now! 0: [2023-03-16 10:15:25,868] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step2000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt 0: [2023-03-16 10:15:25,868] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step2000 is ready now! 5: [2023-03-16 10:15:25,870] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step2000/bf16_zero_pp_rank_42_mp_rank_00_optim_states.pt. 5: [2023-03-16 10:15:25,870] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step2000/bf16_zero_pp_rank_42_mp_rank_00_optim_states.pt 5: [2023-03-16 10:15:25,870] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step2000 is ready now! 1: [2023-03-16 10:15:25,872] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step2000/bf16_zero_pp_rank_14_mp_rank_00_optim_states.pt. 1: [2023-03-16 10:15:25,873] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step2000/bf16_zero_pp_rank_14_mp_rank_00_optim_states.pt 1: [2023-03-16 10:15:25,873] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step2000 is ready now! 1: [2023-03-16 10:15:25,878] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step2000/bf16_zero_pp_rank_9_mp_rank_00_optim_states.pt. 1: [2023-03-16 10:15:25,878] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step2000/bf16_zero_pp_rank_9_mp_rank_00_optim_states.pt 1: [2023-03-16 10:15:25,878] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step2000 is ready now! 0: successfully saved checkpoint at iteration 2000 to checkpoints_146m32b100m 7: time (ms) | save-checkpoint: 425.07 7: iteration 2010/ 60336 | consumed samples: 514560 | consumed tokens: 1053818880 | elapsed time per iteration (s): 0.42 | learning rate: 1.998E-04 | global batch size: 256 | lm loss: 4.180074E+00 | grad norm: 0.664 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 608.068 | TFLOPs: 28.38 | 7: iteration 2020/ 60336 | consumed samples: 517120 | consumed tokens: 1059061760 | elapsed time per iteration (s): 0.37 | learning rate: 1.998E-04 | global batch size: 256 | lm loss: 4.181083E+00 | grad norm: 0.474 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.285 | TFLOPs: 32.50 | 7: iteration 2030/ 60336 | consumed samples: 519680 | consumed tokens: 1064304640 | elapsed time per iteration (s): 0.37 | learning rate: 1.997E-04 | global batch size: 256 | lm loss: 4.175288E+00 | grad norm: 0.382 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.330 | TFLOPs: 32.50 | 7: iteration 2040/ 60336 | consumed samples: 522240 | consumed tokens: 1069547520 | elapsed time per iteration (s): 0.37 | learning rate: 1.997E-04 | global batch size: 256 | lm loss: 4.170989E+00 | grad norm: 0.420 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.333 | TFLOPs: 32.50 | 7: iteration 2050/ 60336 | consumed samples: 524800 | consumed tokens: 1074790400 | elapsed time per iteration (s): 0.37 | learning rate: 1.997E-04 | global batch size: 256 | lm loss: 4.175568E+00 | grad norm: 0.624 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 697.079 | TFLOPs: 32.54 | 7: iteration 2060/ 60336 | consumed samples: 527360 | consumed tokens: 1080033280 | elapsed time per iteration (s): 0.37 | learning rate: 1.997E-04 | global batch size: 256 | lm loss: 4.179987E+00 | grad norm: 0.429 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 697.198 | TFLOPs: 32.54 | 7: iteration 2070/ 60336 | consumed samples: 529920 | consumed tokens: 1085276160 | elapsed time per iteration (s): 0.37 | learning rate: 1.997E-04 | global batch size: 256 | lm loss: 4.149001E+00 | grad norm: 0.435 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 697.061 | TFLOPs: 32.54 | 7: iteration 2080/ 60336 | consumed samples: 532480 | consumed tokens: 1090519040 | elapsed time per iteration (s): 0.37 | learning rate: 1.997E-04 | global batch size: 256 | lm loss: 4.157813E+00 | grad norm: 0.452 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 697.420 | TFLOPs: 32.55 | 7: iteration 2090/ 60336 | consumed samples: 535040 | consumed tokens: 1095761920 | elapsed time per iteration (s): 0.37 | learning rate: 1.997E-04 | global batch size: 256 | lm loss: 4.152178E+00 | grad norm: 0.377 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.831 | TFLOPs: 32.53 | 7: iteration 2100/ 60336 | consumed samples: 537600 | consumed tokens: 1101004800 | elapsed time per iteration (s): 0.37 | learning rate: 1.997E-04 | global batch size: 256 | lm loss: 4.168360E+00 | grad norm: 0.520 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.972 | TFLOPs: 32.44 | 7: iteration 2110/ 60336 | consumed samples: 540160 | consumed tokens: 1106247680 | elapsed time per iteration (s): 0.37 | learning rate: 1.997E-04 | global batch size: 256 | lm loss: 4.162032E+00 | grad norm: 0.504 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 697.070 | TFLOPs: 32.54 | 7: iteration 2120/ 60336 | consumed samples: 542720 | consumed tokens: 1111490560 | elapsed time per iteration (s): 0.37 | learning rate: 1.997E-04 | global batch size: 256 | lm loss: 4.163634E+00 | grad norm: 0.554 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.832 | TFLOPs: 32.53 | 7: iteration 2130/ 60336 | consumed samples: 545280 | consumed tokens: 1116733440 | elapsed time per iteration (s): 0.37 | learning rate: 1.997E-04 | global batch size: 256 | lm loss: 4.151800E+00 | grad norm: 0.480 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.548 | TFLOPs: 32.28 | 7: iteration 2140/ 60336 | consumed samples: 547840 | consumed tokens: 1121976320 | elapsed time per iteration (s): 0.37 | learning rate: 1.997E-04 | global batch size: 256 | lm loss: 4.143902E+00 | grad norm: 0.456 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.887 | TFLOPs: 32.53 | 7: iteration 2150/ 60336 | consumed samples: 550400 | consumed tokens: 1127219200 | elapsed time per iteration (s): 0.37 | learning rate: 1.997E-04 | global batch size: 256 | lm loss: 4.146202E+00 | grad norm: 0.491 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 697.123 | TFLOPs: 32.54 | 7: iteration 2160/ 60336 | consumed samples: 552960 | consumed tokens: 1132462080 | elapsed time per iteration (s): 0.37 | learning rate: 1.997E-04 | global batch size: 256 | lm loss: 4.132788E+00 | grad norm: 0.508 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 697.345 | TFLOPs: 32.55 | 7: iteration 2170/ 60336 | consumed samples: 555520 | consumed tokens: 1137704960 | elapsed time per iteration (s): 0.37 | learning rate: 1.997E-04 | global batch size: 256 | lm loss: 4.157301E+00 | grad norm: 0.453 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 697.276 | TFLOPs: 32.55 | 7: iteration 2180/ 60336 | consumed samples: 558080 | consumed tokens: 1142947840 | elapsed time per iteration (s): 0.37 | learning rate: 1.997E-04 | global batch size: 256 | lm loss: 4.155432E+00 | grad norm: 0.422 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 697.457 | TFLOPs: 32.55 | 7: iteration 2190/ 60336 | consumed samples: 560640 | consumed tokens: 1148190720 | elapsed time per iteration (s): 0.37 | learning rate: 1.997E-04 | global batch size: 256 | lm loss: 4.129612E+00 | grad norm: 0.490 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 697.225 | TFLOPs: 32.54 | 7: iteration 2200/ 60336 | consumed samples: 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of nan iterations: 0 | samples per second: 697.027 | TFLOPs: 32.53 | 7: iteration 2290/ 60336 | consumed samples: 586240 | consumed tokens: 1200619520 | elapsed time per iteration (s): 0.37 | learning rate: 1.996E-04 | global batch size: 256 | lm loss: 4.098719E+00 | grad norm: 0.495 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 697.176 | TFLOPs: 32.54 | 7: iteration 2300/ 60336 | consumed samples: 588800 | consumed tokens: 1205862400 | elapsed time per iteration (s): 0.37 | learning rate: 1.996E-04 | global batch size: 256 | lm loss: 4.110086E+00 | grad norm: 0.449 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.637 | TFLOPs: 32.52 | 7: iteration 2310/ 60336 | consumed samples: 591360 | consumed tokens: 1211105280 | elapsed time per iteration (s): 0.37 | learning rate: 1.996E-04 | global batch size: 256 | lm loss: 4.107496E+00 | grad norm: 0.538 | num zeros: 0.0 | number 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rate: 1.996E-04 | global batch size: 256 | lm loss: 4.072792E+00 | grad norm: 0.386 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.828 | TFLOPs: 32.53 | 7: iteration 2410/ 60336 | consumed samples: 616960 | consumed tokens: 1263534080 | elapsed time per iteration (s): 0.37 | learning rate: 1.996E-04 | global batch size: 256 | lm loss: 4.079809E+00 | grad norm: 0.409 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.497 | TFLOPs: 32.51 | 7: iteration 2420/ 60336 | consumed samples: 619520 | consumed tokens: 1268776960 | elapsed time per iteration (s): 0.37 | learning rate: 1.996E-04 | global batch size: 256 | lm loss: 4.079191E+00 | grad norm: 0.422 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.787 | TFLOPs: 32.48 | 7: iteration 2430/ 60336 | consumed samples: 622080 | consumed tokens: 1274019840 | elapsed time per iteration (s): 0.37 | learning rate: 1.996E-04 | global batch size: 256 | lm loss: 4.058046E+00 | grad norm: 0.400 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 697.025 | TFLOPs: 32.53 | 7: iteration 2440/ 60336 | consumed samples: 624640 | consumed tokens: 1279262720 | elapsed time per iteration (s): 0.37 | learning rate: 1.996E-04 | global batch size: 256 | lm loss: 4.075918E+00 | grad norm: 0.458 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 697.127 | TFLOPs: 32.54 | 7: iteration 2450/ 60336 | consumed samples: 627200 | consumed tokens: 1284505600 | elapsed time per iteration (s): 0.37 | learning rate: 1.996E-04 | global batch size: 256 | lm loss: 4.073754E+00 | grad norm: 0.360 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 697.338 | TFLOPs: 32.55 | 7: iteration 2460/ 60336 | consumed samples: 629760 | consumed tokens: 1289748480 | elapsed time per iteration (s): 0.37 | learning rate: 1.996E-04 | global batch size: 256 | lm loss: 4.073716E+00 | grad norm: 0.580 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.948 | TFLOPs: 32.53 | 7: iteration 2470/ 60336 | consumed samples: 632320 | consumed tokens: 1294991360 | elapsed time per iteration (s): 0.37 | learning rate: 1.996E-04 | global batch size: 256 | lm loss: 4.090409E+00 | grad norm: 0.478 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.986 | TFLOPs: 32.53 | 7: iteration 2480/ 60336 | consumed samples: 634880 | consumed tokens: 1300234240 | elapsed time per iteration (s): 0.37 | learning rate: 1.996E-04 | global batch size: 256 | lm loss: 4.066997E+00 | grad norm: 0.355 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.818 | TFLOPs: 32.48 | 7: iteration 2490/ 60336 | consumed samples: 637440 | consumed tokens: 1305477120 | elapsed time per iteration (s): 0.37 | learning rate: 1.996E-04 | global batch size: 256 | lm loss: 4.052728E+00 | grad norm: 0.377 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.084 | TFLOPs: 32.40 | 7: iteration 2500/ 60336 | consumed samples: 640000 | consumed tokens: 1310720000 | elapsed time per iteration (s): 0.37 | learning rate: 1.996E-04 | global batch size: 256 | lm loss: 4.056795E+00 | grad norm: 0.322 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.192 | TFLOPs: 32.40 | 7: iteration 2510/ 60336 | consumed samples: 642560 | consumed tokens: 1315962880 | elapsed time per iteration (s): 0.37 | learning rate: 1.995E-04 | global batch size: 256 | lm loss: 4.049601E+00 | grad norm: 0.484 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.290 | TFLOPs: 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0 | number of nan iterations: 0 | samples per second: 696.124 | TFLOPs: 32.49 | 7: iteration 2580/ 60336 | consumed samples: 660480 | consumed tokens: 1352663040 | elapsed time per iteration (s): 0.37 | learning rate: 1.995E-04 | global batch size: 256 | lm loss: 4.050073E+00 | grad norm: 0.354 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.793 | TFLOPs: 32.48 | 7: iteration 2590/ 60336 | consumed samples: 663040 | consumed tokens: 1357905920 | elapsed time per iteration (s): 0.37 | learning rate: 1.995E-04 | global batch size: 256 | lm loss: 4.039581E+00 | grad norm: 0.485 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.068 | TFLOPs: 32.49 | 7: iteration 2600/ 60336 | consumed samples: 665600 | consumed tokens: 1363148800 | elapsed time per iteration (s): 0.37 | learning rate: 1.995E-04 | global batch size: 256 | lm loss: 4.038452E+00 | grad norm: 0.400 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.177 | TFLOPs: 32.49 | 7: iteration 2610/ 60336 | consumed samples: 668160 | consumed tokens: 1368391680 | elapsed time per iteration (s): 0.37 | learning rate: 1.995E-04 | global batch size: 256 | lm loss: 4.041699E+00 | grad norm: 0.427 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.065 | TFLOPs: 32.49 | 7: iteration 2620/ 60336 | consumed samples: 670720 | consumed tokens: 1373634560 | elapsed time per iteration (s): 0.37 | learning rate: 1.995E-04 | global batch size: 256 | lm loss: 4.043673E+00 | grad norm: 0.395 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.969 | TFLOPs: 32.21 | 7: iteration 2630/ 60336 | consumed samples: 673280 | consumed tokens: 1378877440 | elapsed time per iteration (s): 0.37 | learning rate: 1.995E-04 | global batch size: 256 | lm loss: 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global batch size: 256 | lm loss: 4.030991E+00 | grad norm: 0.485 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.144 | TFLOPs: 32.49 | 7: iteration 2670/ 60336 | consumed samples: 683520 | consumed tokens: 1399848960 | elapsed time per iteration (s): 0.37 | learning rate: 1.995E-04 | global batch size: 256 | lm loss: 4.010793E+00 | grad norm: 0.413 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.148 | TFLOPs: 32.49 | 7: iteration 2680/ 60336 | consumed samples: 686080 | consumed tokens: 1405091840 | elapsed time per iteration (s): 0.37 | learning rate: 1.995E-04 | global batch size: 256 | lm loss: 4.019105E+00 | grad norm: 0.427 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.267 | TFLOPs: 32.50 | 7: iteration 2690/ 60336 | consumed samples: 688640 | consumed tokens: 1410334720 | elapsed time per iteration (s): 0.37 | learning rate: 1.995E-04 | global batch size: 256 | lm loss: 4.025167E+00 | grad norm: 0.362 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.947 | TFLOPs: 32.48 | 7: iteration 2700/ 60336 | consumed samples: 691200 | consumed tokens: 1415577600 | elapsed time per iteration (s): 0.37 | learning rate: 1.995E-04 | global batch size: 256 | lm loss: 4.015668E+00 | grad norm: 0.427 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.072 | TFLOPs: 32.49 | 7: iteration 2710/ 60336 | consumed samples: 693760 | consumed tokens: 1420820480 | elapsed time per iteration (s): 0.37 | learning rate: 1.994E-04 | global batch size: 256 | lm loss: 4.009370E+00 | grad norm: 0.375 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.234 | TFLOPs: 32.50 | 7: iteration 2720/ 60336 | consumed samples: 696320 | consumed tokens: 1426063360 | elapsed time per iteration (s): 0.37 | learning rate: 1.994E-04 | global batch size: 256 | lm loss: 4.009596E+00 | grad norm: 0.493 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.553 | TFLOPs: 32.51 | 7: iteration 2730/ 60336 | consumed samples: 698880 | consumed tokens: 1431306240 | elapsed time per iteration (s): 0.37 | learning rate: 1.994E-04 | global batch size: 256 | lm loss: 4.002013E+00 | grad norm: 0.558 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.284 | TFLOPs: 32.50 | 7: iteration 2740/ 60336 | consumed samples: 701440 | consumed tokens: 1436549120 | elapsed time per iteration (s): 0.37 | learning rate: 1.994E-04 | global batch size: 256 | lm loss: 4.012337E+00 | grad norm: 0.420 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.916 | TFLOPs: 32.48 | 7: iteration 2750/ 60336 | consumed samples: 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norm: 0.416 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.449 | TFLOPs: 32.41 | 7: iteration 2900/ 60336 | consumed samples: 742400 | consumed tokens: 1520435200 | elapsed time per iteration (s): 0.37 | learning rate: 1.993E-04 | global batch size: 256 | lm loss: 3.974859E+00 | grad norm: 0.415 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.301 | TFLOPs: 32.41 | 7: iteration 2910/ 60336 | consumed samples: 744960 | consumed tokens: 1525678080 | elapsed time per iteration (s): 0.37 | learning rate: 1.993E-04 | global batch size: 256 | lm loss: 3.987775E+00 | grad norm: 0.356 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 685.803 | TFLOPs: 32.01 | 7: iteration 2920/ 60336 | consumed samples: 747520 | consumed tokens: 1530920960 | elapsed time per iteration (s): 0.37 | learning rate: 1.993E-04 | global batch size: 256 | lm loss: 3.975686E+00 | grad norm: 0.431 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 683.356 | TFLOPs: 31.90 | 7: iteration 2930/ 60336 | consumed samples: 750080 | consumed tokens: 1536163840 | elapsed time per iteration (s): 0.38 | learning rate: 1.993E-04 | global batch size: 256 | lm loss: 3.969182E+00 | grad norm: 0.383 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 679.299 | TFLOPs: 31.71 | 7: iteration 2940/ 60336 | consumed samples: 752640 | consumed tokens: 1541406720 | elapsed time per iteration (s): 0.37 | learning rate: 1.993E-04 | global batch size: 256 | lm loss: 3.961841E+00 | grad norm: 0.495 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 686.169 | TFLOPs: 32.03 | 7: iteration 2950/ 60336 | consumed samples: 755200 | consumed tokens: 1546649600 | elapsed time per iteration (s): 0.37 | learning rate: 1.993E-04 | global batch size: 256 | lm loss: 3.972574E+00 | grad norm: 0.385 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 685.729 | TFLOPs: 32.01 | 7: iteration 2960/ 60336 | consumed samples: 757760 | consumed tokens: 1551892480 | elapsed time per iteration (s): 0.37 | learning rate: 1.993E-04 | global batch size: 256 | lm loss: 3.971194E+00 | grad norm: 0.451 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.637 | TFLOPs: 32.38 | 7: iteration 2970/ 60336 | consumed samples: 760320 | consumed tokens: 1557135360 | elapsed time per iteration (s): 0.37 | learning rate: 1.993E-04 | global batch size: 256 | lm loss: 3.973732E+00 | grad norm: 0.350 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.472 | TFLOPs: 32.32 | 7: iteration 2980/ 60336 | consumed samples: 762880 | consumed tokens: 1562378240 | elapsed time per iteration (s): 0.37 | learning rate: 1.993E-04 | global batch size: 256 | lm loss: 3.960145E+00 | grad norm: 0.394 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.226 | TFLOPs: 32.40 | 7: iteration 2990/ 60336 | consumed samples: 765440 | consumed tokens: 1567621120 | elapsed time per iteration (s): 0.37 | learning rate: 1.993E-04 | global batch size: 256 | lm loss: 3.966136E+00 | grad norm: 0.440 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.233 | TFLOPs: 32.31 | 7: iteration 3000/ 60336 | consumed samples: 768000 | consumed tokens: 1572864000 | elapsed time per iteration (s): 0.37 | learning rate: 1.993E-04 | global batch size: 256 | lm loss: 3.956200E+00 | grad norm: 0.394 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.509 | TFLOPs: 32.14 | 7: ----------------------------------------------------------------------------------------------- 7: validation loss at iteration 3000 | lm loss value: 3.977052E+00 | lm loss PPL: 5.335951E+01 | 7: ----------------------------------------------------------------------------------------------- 0: saving checkpoint at iteration 3000 to checkpoints_146m32b100m 0: [2023-03-16 10:21:34,296] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step3000 is begin to save! 0: [2023-03-16 10:21:34,299] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100m/global_step3000/layer_01-model_00-model_states.pt... 0: [2023-03-16 10:21:34,386] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step3000/layer_01-model_00-model_states.pt. 0: [2023-03-16 10:21:34,386] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100m/global_step3000/layer_03-model_00-model_states.pt... 0: [2023-03-16 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| TFLOPs: 31.87 | 7: iteration 3030/ 60336 | consumed samples: 775680 | consumed tokens: 1588592640 | elapsed time per iteration (s): 0.37 | learning rate: 1.993E-04 | global batch size: 256 | lm loss: 3.949331E+00 | grad norm: 0.380 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.754 | TFLOPs: 32.38 | 7: iteration 3040/ 60336 | consumed samples: 778240 | consumed tokens: 1593835520 | elapsed time per iteration (s): 0.37 | learning rate: 1.993E-04 | global batch size: 256 | lm loss: 3.951443E+00 | grad norm: 0.426 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 697.116 | TFLOPs: 32.54 | 7: iteration 3050/ 60336 | consumed samples: 780800 | consumed tokens: 1599078400 | elapsed time per iteration (s): 0.37 | learning rate: 1.993E-04 | global batch size: 256 | lm loss: 3.942750E+00 | grad norm: 0.414 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.138 | TFLOPs: 32.40 | 7: iteration 3060/ 60336 | consumed samples: 783360 | consumed tokens: 1604321280 | elapsed time per iteration (s): 0.37 | learning rate: 1.992E-04 | global batch size: 256 | lm loss: 3.948706E+00 | grad norm: 0.405 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.018 | TFLOPs: 32.21 | 7: iteration 3070/ 60336 | consumed samples: 785920 | consumed tokens: 1609564160 | elapsed time per iteration (s): 0.37 | learning rate: 1.992E-04 | global batch size: 256 | lm loss: 3.933048E+00 | grad norm: 0.315 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.714 | TFLOPs: 32.38 | 7: iteration 3080/ 60336 | consumed samples: 788480 | consumed tokens: 1614807040 | elapsed time per iteration (s): 0.37 | learning rate: 1.992E-04 | global batch size: 256 | lm loss: 3.938477E+00 | grad norm: 0.388 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.637 | TFLOPs: 32.24 | 7: iteration 3090/ 60336 | consumed samples: 791040 | consumed tokens: 1620049920 | elapsed time per iteration (s): 0.37 | learning rate: 1.992E-04 | global batch size: 256 | lm loss: 3.934088E+00 | grad norm: 0.427 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 686.437 | TFLOPs: 32.04 | 7: iteration 3100/ 60336 | consumed samples: 793600 | consumed tokens: 1625292800 | elapsed time per iteration (s): 0.37 | learning rate: 1.992E-04 | global batch size: 256 | lm loss: 3.913612E+00 | grad norm: 0.386 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.756 | TFLOPs: 32.52 | 7: iteration 3110/ 60336 | consumed samples: 796160 | consumed tokens: 1630535680 | elapsed time per iteration (s): 0.37 | learning rate: 1.992E-04 | global batch size: 256 | lm loss: 3.944170E+00 | grad norm: 0.528 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.352 | TFLOPs: 32.50 | 7: iteration 3120/ 60336 | consumed samples: 798720 | consumed tokens: 1635778560 | elapsed time per iteration (s): 0.37 | learning rate: 1.992E-04 | global batch size: 256 | lm loss: 3.945606E+00 | grad norm: 0.359 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.551 | TFLOPs: 32.51 | 7: iteration 3130/ 60336 | consumed samples: 801280 | consumed tokens: 1641021440 | elapsed time per iteration (s): 0.37 | learning rate: 1.992E-04 | global batch size: 256 | lm loss: 3.951305E+00 | grad norm: 0.459 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.343 | TFLOPs: 32.50 | 7: iteration 3140/ 60336 | consumed samples: 803840 | consumed tokens: 1646264320 | elapsed time per iteration (s): 0.37 | learning rate: 1.992E-04 | global batch size: 256 | lm loss: 3.934163E+00 | grad norm: 0.410 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.491 | TFLOPs: 32.46 | 7: iteration 3150/ 60336 | consumed samples: 806400 | consumed tokens: 1651507200 | elapsed time per iteration (s): 0.37 | learning rate: 1.992E-04 | global batch size: 256 | lm loss: 3.920371E+00 | grad norm: 0.412 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.482 | TFLOPs: 32.42 | 7: iteration 3160/ 60336 | consumed samples: 808960 | consumed tokens: 1656750080 | elapsed time per iteration (s): 0.37 | learning rate: 1.992E-04 | global batch size: 256 | lm loss: 3.932527E+00 | grad norm: 0.402 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.747 | TFLOPs: 32.43 | 7: iteration 3170/ 60336 | consumed samples: 811520 | consumed tokens: 1661992960 | elapsed time per iteration (s): 0.37 | learning rate: 1.992E-04 | global batch size: 256 | lm loss: 3.938502E+00 | grad norm: 0.382 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.257 | TFLOPs: 32.41 | 7: iteration 3180/ 60336 | consumed samples: 814080 | consumed tokens: 1667235840 | elapsed time per iteration (s): 0.37 | learning rate: 1.992E-04 | global batch size: 256 | lm loss: 3.933155E+00 | grad norm: 0.440 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.601 | TFLOPs: 32.37 | 7: iteration 3190/ 60336 | consumed samples: 816640 | consumed tokens: 1672478720 | elapsed time per iteration (s): 0.37 | learning rate: 1.992E-04 | global batch size: 256 | lm loss: 3.927125E+00 | grad norm: 0.336 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.987 | TFLOPs: 32.39 | 7: iteration 3200/ 60336 | consumed samples: 819200 | consumed tokens: 1677721600 | elapsed time per iteration (s): 0.37 | learning rate: 1.992E-04 | global batch size: 256 | lm loss: 3.925946E+00 | grad norm: 0.464 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.287 | TFLOPs: 32.36 | 7: iteration 3210/ 60336 | consumed samples: 821760 | consumed tokens: 1682964480 | elapsed time per iteration (s): 0.37 | learning rate: 1.992E-04 | global batch size: 256 | lm loss: 3.911196E+00 | grad norm: 0.478 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.634 | TFLOPs: 32.38 | 7: iteration 3220/ 60336 | consumed samples: 824320 | consumed tokens: 1688207360 | elapsed time per iteration (s): 0.37 | learning rate: 1.991E-04 | global batch size: 256 | lm loss: 3.939509E+00 | grad norm: 0.349 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.010 | TFLOPs: 32.39 | 7: iteration 3230/ 60336 | consumed samples: 826880 | consumed tokens: 1693450240 | elapsed time per iteration (s): 0.37 | learning rate: 1.991E-04 | global batch size: 256 | lm loss: 3.918068E+00 | grad norm: 0.372 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.600 | TFLOPs: 32.51 | 7: iteration 3240/ 60336 | consumed samples: 829440 | consumed tokens: 1698693120 | elapsed time per iteration (s): 0.37 | learning rate: 1.991E-04 | global batch size: 256 | lm loss: 3.915286E+00 | grad norm: 0.401 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.739 | TFLOPs: 32.52 | 7: iteration 3250/ 60336 | consumed samples: 832000 | consumed tokens: 1703936000 | elapsed time per iteration (s): 0.37 | learning rate: 1.991E-04 | global batch size: 256 | lm loss: 3.917833E+00 | grad norm: 0.394 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.534 | TFLOPs: 32.51 | 7: iteration 3260/ 60336 | consumed samples: 834560 | consumed tokens: 1709178880 | elapsed time per iteration (s): 0.37 | learning rate: 1.991E-04 | global batch size: 256 | lm loss: 3.913783E+00 | grad norm: 0.373 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.671 | TFLOPs: 32.47 | 7: iteration 3270/ 60336 | consumed samples: 837120 | consumed tokens: 1714421760 | elapsed time per iteration (s): 0.37 | learning rate: 1.991E-04 | global batch size: 256 | lm loss: 3.913182E+00 | grad norm: 0.368 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.186 | TFLOPs: 32.50 | 7: iteration 3280/ 60336 | consumed samples: 839680 | consumed tokens: 1719664640 | elapsed time per iteration (s): 0.37 | learning rate: 1.991E-04 | global batch size: 256 | lm loss: 3.910430E+00 | grad norm: 0.380 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.355 | TFLOPs: 32.50 | 7: iteration 3290/ 60336 | consumed samples: 842240 | consumed tokens: 1724907520 | elapsed time per iteration (s): 0.37 | learning rate: 1.991E-04 | global batch size: 256 | lm loss: 3.930969E+00 | grad norm: 0.332 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.108 | TFLOPs: 32.49 | 7: iteration 3300/ 60336 | consumed samples: 844800 | consumed tokens: 1730150400 | elapsed time per iteration (s): 0.37 | learning rate: 1.991E-04 | global batch size: 256 | lm loss: 3.895232E+00 | grad norm: 0.368 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.529 | TFLOPs: 32.51 | 7: iteration 3310/ 60336 | consumed samples: 847360 | consumed tokens: 1735393280 | elapsed time per iteration (s): 0.37 | learning rate: 1.991E-04 | global batch size: 256 | lm loss: 3.909648E+00 | grad norm: 0.381 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.349 | TFLOPs: 32.50 | 7: iteration 3320/ 60336 | consumed samples: 849920 | consumed tokens: 1740636160 | elapsed time per iteration (s): 0.37 | learning rate: 1.991E-04 | global batch size: 256 | lm loss: 3.895150E+00 | grad norm: 0.402 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.016 | TFLOPs: 32.49 | 7: iteration 3330/ 60336 | consumed samples: 852480 | consumed tokens: 1745879040 | elapsed time per iteration (s): 0.37 | learning rate: 1.991E-04 | global batch size: 256 | lm loss: 3.893151E+00 | grad norm: 0.388 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.340 | TFLOPs: 32.46 | 7: iteration 3340/ 60336 | consumed samples: 855040 | consumed tokens: 1751121920 | elapsed time per iteration (s): 0.37 | learning rate: 1.991E-04 | global batch size: 256 | lm loss: 3.913477E+00 | grad norm: 0.418 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.773 | TFLOPs: 32.48 | 7: iteration 3350/ 60336 | consumed samples: 857600 | consumed tokens: 1756364800 | elapsed time per iteration (s): 0.37 | learning rate: 1.991E-04 | global batch size: 256 | lm loss: 3.902624E+00 | grad norm: 0.369 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.688 | TFLOPs: 32.47 | 7: iteration 3360/ 60336 | consumed samples: 860160 | consumed tokens: 1761607680 | elapsed time per iteration (s): 0.37 | learning rate: 1.991E-04 | global batch size: 256 | lm loss: 3.911769E+00 | grad norm: 0.445 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.269 | TFLOPs: 32.50 | 7: iteration 3370/ 60336 | consumed samples: 862720 | consumed tokens: 1766850560 | elapsed time per iteration (s): 0.37 | learning rate: 1.990E-04 | global batch size: 256 | lm loss: 3.887545E+00 | grad norm: 0.365 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.238 | TFLOPs: 32.50 | 7: iteration 3380/ 60336 | consumed samples: 865280 | consumed tokens: 1772093440 | elapsed time per iteration (s): 0.37 | learning rate: 1.990E-04 | global batch size: 256 | lm loss: 3.892755E+00 | grad norm: 0.391 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.492 | TFLOPs: 32.46 | 7: iteration 3390/ 60336 | consumed samples: 867840 | consumed tokens: 1777336320 | elapsed time per iteration (s): 0.37 | learning rate: 1.990E-04 | global batch size: 256 | lm loss: 3.893911E+00 | grad norm: 0.364 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.789 | TFLOPs: 32.48 | 7: iteration 3400/ 60336 | consumed samples: 870400 | consumed tokens: 1782579200 | elapsed time per iteration (s): 0.37 | learning rate: 1.990E-04 | global batch size: 256 | lm loss: 3.896768E+00 | grad norm: 0.355 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.912 | TFLOPs: 32.48 | 7: iteration 3410/ 60336 | consumed samples: 872960 | consumed tokens: 1787822080 | elapsed time per iteration (s): 0.37 | learning rate: 1.990E-04 | global batch size: 256 | lm loss: 3.896899E+00 | grad norm: 0.358 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.735 | TFLOPs: 32.47 | 7: iteration 3420/ 60336 | consumed samples: 875520 | consumed tokens: 1793064960 | elapsed time per iteration (s): 0.37 | learning rate: 1.990E-04 | global batch size: 256 | lm loss: 3.887625E+00 | grad norm: 0.429 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.115 | TFLOPs: 32.49 | 7: iteration 3430/ 60336 | consumed samples: 878080 | consumed tokens: 1798307840 | elapsed time per iteration (s): 0.37 | learning rate: 1.990E-04 | global batch size: 256 | lm loss: 3.902307E+00 | grad norm: 0.385 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.062 | TFLOPs: 32.49 | 7: iteration 3440/ 60336 | consumed samples: 880640 | consumed tokens: 1803550720 | elapsed time per iteration (s): 0.37 | learning rate: 1.990E-04 | global batch size: 256 | lm loss: 3.876539E+00 | grad norm: 0.348 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.272 | TFLOPs: 32.50 | 7: iteration 3450/ 60336 | consumed samples: 883200 | consumed tokens: 1808793600 | elapsed time per iteration (s): 0.37 | learning rate: 1.990E-04 | global batch size: 256 | lm loss: 3.898540E+00 | grad norm: 0.404 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.047 | TFLOPs: 32.49 | 7: iteration 3460/ 60336 | consumed samples: 885760 | consumed tokens: 1814036480 | elapsed time per iteration (s): 0.37 | learning rate: 1.990E-04 | global batch size: 256 | lm loss: 3.898783E+00 | grad norm: 0.395 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.134 | TFLOPs: 32.49 | 7: iteration 3470/ 60336 | consumed samples: 888320 | consumed tokens: 1819279360 | elapsed time per iteration (s): 0.37 | learning rate: 1.990E-04 | global batch size: 256 | lm loss: 3.887984E+00 | grad norm: 0.514 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.063 | TFLOPs: 32.49 | 7: iteration 3480/ 60336 | consumed samples: 890880 | consumed tokens: 1824522240 | elapsed time per iteration (s): 0.37 | learning rate: 1.990E-04 | global batch size: 256 | lm loss: 3.881469E+00 | grad norm: 0.365 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.055 | TFLOPs: 32.49 | 7: iteration 3490/ 60336 | consumed samples: 893440 | consumed tokens: 1829765120 | elapsed time per iteration (s): 0.37 | learning rate: 1.990E-04 | global batch size: 256 | lm loss: 3.884278E+00 | grad norm: 0.368 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.999 | TFLOPs: 32.49 | 7: iteration 3500/ 60336 | consumed samples: 896000 | consumed tokens: 1835008000 | elapsed time per iteration (s): 0.37 | learning rate: 1.990E-04 | global batch size: 256 | lm loss: 3.884838E+00 | grad norm: 0.363 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.924 | TFLOPs: 32.48 | 7: iteration 3510/ 60336 | consumed samples: 898560 | consumed tokens: 1840250880 | elapsed time per iteration (s): 0.37 | learning rate: 1.990E-04 | global batch size: 256 | lm loss: 3.880663E+00 | grad norm: 0.330 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.645 | TFLOPs: 32.52 | 7: iteration 3520/ 60336 | consumed samples: 901120 | consumed tokens: 1845493760 | elapsed time per iteration (s): 0.37 | learning rate: 1.989E-04 | global batch size: 256 | lm loss: 3.874735E+00 | grad norm: 0.342 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 696.097 | TFLOPs: 32.49 | 7: iteration 3530/ 60336 | consumed samples: 903680 | consumed tokens: 1850736640 | elapsed time per iteration (s): 0.37 | learning rate: 1.989E-04 | global batch size: 256 | lm loss: 3.866838E+00 | grad norm: 0.346 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.734 | TFLOPs: 32.43 | 7: iteration 3540/ 60336 | consumed samples: 906240 | consumed tokens: 1855979520 | elapsed time per iteration (s): 0.37 | learning rate: 1.989E-04 | global batch size: 256 | lm loss: 3.874516E+00 | grad norm: 0.387 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.947 | TFLOPs: 32.39 | 7: iteration 3550/ 60336 | consumed samples: 908800 | consumed tokens: 1861222400 | elapsed time per iteration (s): 0.37 | learning rate: 1.989E-04 | global batch size: 256 | lm loss: 3.877792E+00 | grad norm: 0.404 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.837 | TFLOPs: 32.39 | 7: iteration 3560/ 60336 | consumed samples: 911360 | consumed tokens: 1866465280 | elapsed time per iteration (s): 0.37 | learning rate: 1.989E-04 | global batch size: 256 | lm loss: 3.877476E+00 | grad norm: 0.370 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.928 | TFLOPs: 32.39 | 7: iteration 3570/ 60336 | consumed samples: 913920 | consumed tokens: 1871708160 | elapsed time per iteration (s): 0.37 | learning rate: 1.989E-04 | global batch size: 256 | lm loss: 3.874973E+00 | grad norm: 0.374 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.171 | TFLOPs: 32.40 | 7: iteration 3580/ 60336 | consumed samples: 916480 | consumed tokens: 1876951040 | elapsed time per iteration (s): 0.37 | learning rate: 1.989E-04 | global batch size: 256 | lm loss: 3.865665E+00 | grad norm: 0.329 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.678 | TFLOPs: 32.38 | 7: iteration 3590/ 60336 | consumed samples: 919040 | consumed tokens: 1882193920 | elapsed time per iteration (s): 0.37 | learning rate: 1.989E-04 | global batch size: 256 | lm loss: 3.879694E+00 | grad norm: 0.364 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.976 | TFLOPs: 32.39 | 7: iteration 3600/ 60336 | consumed samples: 921600 | consumed tokens: 1887436800 | elapsed time per iteration (s): 0.37 | learning rate: 1.989E-04 | global batch size: 256 | lm loss: 3.867772E+00 | grad norm: 0.381 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.919 | TFLOPs: 32.44 | 7: iteration 3610/ 60336 | consumed samples: 924160 | consumed tokens: 1892679680 | elapsed time per iteration (s): 0.37 | learning rate: 1.989E-04 | global batch size: 256 | lm loss: 3.861735E+00 | grad norm: 0.430 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.534 | TFLOPs: 32.46 | 7: iteration 3620/ 60336 | consumed samples: 926720 | consumed tokens: 1897922560 | elapsed time per iteration (s): 0.37 | learning rate: 1.989E-04 | global batch size: 256 | lm loss: 3.865943E+00 | grad norm: 0.391 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.041 | TFLOPs: 32.44 | 7: iteration 3630/ 60336 | consumed samples: 929280 | consumed tokens: 1903165440 | elapsed time per iteration (s): 0.37 | learning rate: 1.989E-04 | global batch size: 256 | lm loss: 3.852775E+00 | grad norm: 0.309 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.709 | TFLOPs: 32.47 | 7: iteration 3640/ 60336 | consumed samples: 931840 | consumed tokens: 1908408320 | elapsed time per iteration (s): 0.37 | learning rate: 1.989E-04 | global batch size: 256 | lm loss: 3.871544E+00 | grad norm: 0.339 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.211 | TFLOPs: 32.45 | 7: iteration 3650/ 60336 | consumed samples: 934400 | consumed tokens: 1913651200 | elapsed time per iteration (s): 0.37 | learning rate: 1.988E-04 | global batch size: 256 | lm loss: 3.855776E+00 | grad norm: 0.333 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.788 | TFLOPs: 32.48 | 7: iteration 3660/ 60336 | consumed samples: 936960 | consumed tokens: 1918894080 | elapsed time per iteration (s): 0.37 | learning rate: 1.988E-04 | global batch size: 256 | lm loss: 3.864377E+00 | grad norm: 0.370 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.770 | TFLOPs: 32.48 | 7: iteration 3670/ 60336 | consumed samples: 939520 | consumed tokens: 1924136960 | elapsed time per iteration (s): 0.37 | learning rate: 1.988E-04 | global batch size: 256 | lm loss: 3.852002E+00 | grad norm: 0.382 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.562 | TFLOPs: 32.47 | 7: iteration 3680/ 60336 | consumed samples: 942080 | consumed tokens: 1929379840 | elapsed time per iteration (s): 0.37 | learning rate: 1.988E-04 | global batch size: 256 | lm loss: 3.846354E+00 | grad norm: 0.353 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.180 | TFLOPs: 32.45 | 7: iteration 3690/ 60336 | consumed samples: 944640 | consumed tokens: 1934622720 | elapsed time per iteration (s): 0.37 | learning rate: 1.988E-04 | global batch size: 256 | lm loss: 3.846490E+00 | grad norm: 0.351 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.477 | TFLOPs: 32.46 | 7: iteration 3700/ 60336 | consumed samples: 947200 | consumed tokens: 1939865600 | elapsed time per iteration (s): 0.37 | learning rate: 1.988E-04 | global batch size: 256 | lm loss: 3.848574E+00 | grad norm: 0.401 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.491 | TFLOPs: 32.46 | 7: iteration 3710/ 60336 | consumed samples: 949760 | consumed tokens: 1945108480 | elapsed time per iteration (s): 0.37 | learning rate: 1.988E-04 | global batch size: 256 | lm loss: 3.855663E+00 | grad norm: 0.375 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.552 | TFLOPs: 32.47 | 7: iteration 3720/ 60336 | consumed samples: 952320 | consumed tokens: 1950351360 | elapsed time per iteration (s): 0.37 | learning rate: 1.988E-04 | global batch size: 256 | lm loss: 3.843111E+00 | grad norm: 0.339 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.785 | TFLOPs: 32.48 | 7: iteration 3730/ 60336 | consumed samples: 954880 | consumed tokens: 1955594240 | elapsed time per iteration (s): 0.37 | learning rate: 1.988E-04 | global batch size: 256 | lm loss: 3.842952E+00 | grad norm: 0.410 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.698 | TFLOPs: 32.47 | 7: iteration 3740/ 60336 | consumed samples: 957440 | consumed tokens: 1960837120 | elapsed time per iteration (s): 0.37 | learning rate: 1.988E-04 | global batch size: 256 | lm loss: 3.834293E+00 | grad norm: 0.399 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.734 | TFLOPs: 32.47 | 7: iteration 3750/ 60336 | consumed samples: 960000 | consumed tokens: 1966080000 | elapsed time per iteration (s): 0.37 | learning rate: 1.988E-04 | global batch size: 256 | lm loss: 3.838940E+00 | grad norm: 0.335 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.731 | TFLOPs: 32.47 | 7: iteration 3760/ 60336 | consumed samples: 962560 | consumed tokens: 1971322880 | elapsed time per iteration (s): 0.37 | learning rate: 1.988E-04 | global batch size: 256 | lm loss: 3.846339E+00 | grad norm: 0.347 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.956 | TFLOPs: 32.48 | 7: iteration 3770/ 60336 | consumed samples: 965120 | consumed tokens: 1976565760 | elapsed time per iteration (s): 0.37 | learning rate: 1.988E-04 | global batch size: 256 | lm loss: 3.846300E+00 | grad norm: 0.381 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.336 | TFLOPs: 32.46 | 7: iteration 3780/ 60336 | consumed samples: 967680 | consumed 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1.986E-04 | global batch size: 256 | lm loss: 3.817315E+00 | grad norm: 0.351 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.772 | TFLOPs: 32.48 | 7: iteration 3990/ 60336 | consumed samples: 1021440 | consumed tokens: 2091909120 | elapsed time per iteration (s): 0.37 | learning rate: 1.986E-04 | global batch size: 256 | lm loss: 3.823161E+00 | grad norm: 0.313 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.523 | TFLOPs: 32.46 | 0: [2023-03-16 10:27:43,080] [INFO] [logging.py:68:log_dist] [Rank 0] step=4000, skipped=0, lr=[0.00019856770770599518, 0.00019856770770599518, 0.00019856770770599518], mom=[(0.9, 0.999), (0.9, 0.999), (0.9, 0.999)] 7: iteration 4000/ 60336 | consumed samples: 1024000 | consumed tokens: 2097152000 | elapsed time per iteration (s): 0.37 | learning rate: 1.986E-04 | global batch size: 256 | lm loss: 3.825934E+00 | grad norm: 0.361 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.415 | TFLOPs: 32.46 | 0: steps: 4000 loss: 3.8403 iter time (s): 0.366 samples/sec: 698.695 7: ----------------------------------------------------------------------------------------------- 7: validation loss at iteration 4000 | lm loss value: 3.915138E+00 | lm loss PPL: 5.015602E+01 | 7: ----------------------------------------------------------------------------------------------- 0: saving checkpoint at iteration 4000 to checkpoints_146m32b100m 0: [2023-03-16 10:27:43,203] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step4000 is begin to save! 0: [2023-03-16 10:27:43,206] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100m/global_step4000/layer_01-model_00-model_states.pt... 0: [2023-03-16 10:27:43,292] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step4000/layer_01-model_00-model_states.pt. 0: 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[2023-03-16 10:27:43,578] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now! 4: [2023-03-16 10:27:43,578] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step4000/bf16_zero_pp_rank_33_mp_rank_00_optim_states.pt. 4: [2023-03-16 10:27:43,578] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step4000/bf16_zero_pp_rank_33_mp_rank_00_optim_states.pt 4: [2023-03-16 10:27:43,578] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now! 7: [2023-03-16 10:27:43,578] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step4000/bf16_zero_pp_rank_56_mp_rank_00_optim_states.pt. 7: [2023-03-16 10:27:43,578] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step4000/bf16_zero_pp_rank_56_mp_rank_00_optim_states.pt 7: [2023-03-16 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checkpoints_146m32b100m/global_step4000/bf16_zero_pp_rank_41_mp_rank_00_optim_states.pt 4: [2023-03-16 10:27:43,582] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step4000/bf16_zero_pp_rank_34_mp_rank_00_optim_states.pt 5: [2023-03-16 10:27:43,582] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step4000/bf16_zero_pp_rank_42_mp_rank_00_optim_states.pt 4: [2023-03-16 10:27:43,582] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now! 3: [2023-03-16 10:27:43,582] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step4000/bf16_zero_pp_rank_26_mp_rank_00_optim_states.pt 5: [2023-03-16 10:27:43,582] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now! 5: [2023-03-16 10:27:43,582] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint 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checkpoints_146m32b100m/global_step4000/bf16_zero_pp_rank_14_mp_rank_00_optim_states.pt. 0: [2023-03-16 10:27:43,584] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now! 1: [2023-03-16 10:27:43,584] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step4000/bf16_zero_pp_rank_14_mp_rank_00_optim_states.pt 1: [2023-03-16 10:27:43,584] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now! 0: [2023-03-16 10:27:43,585] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step4000/bf16_zero_pp_rank_6_mp_rank_00_optim_states.pt. 0: [2023-03-16 10:27:43,585] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step4000/bf16_zero_pp_rank_6_mp_rank_00_optim_states.pt 7: [2023-03-16 10:27:43,585] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved 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checkpoints_146m32b100m/global_step4000/bf16_zero_pp_rank_11_mp_rank_00_optim_states.pt 1: [2023-03-16 10:27:43,589] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step4000/bf16_zero_pp_rank_10_mp_rank_00_optim_states.pt 1: [2023-03-16 10:27:43,589] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now! 1: [2023-03-16 10:27:43,589] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now! 0: [2023-03-16 10:27:43,591] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step4000/bf16_zero_pp_rank_7_mp_rank_00_optim_states.pt. 0: [2023-03-16 10:27:43,591] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step4000/bf16_zero_pp_rank_7_mp_rank_00_optim_states.pt 0: [2023-03-16 10:27:43,591] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 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checkpoints_146m32b100m/global_step4000/bf16_zero_pp_rank_20_mp_rank_00_optim_states.pt. 2: [2023-03-16 10:27:43,583] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now! 2: [2023-03-16 10:27:43,583] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step4000/bf16_zero_pp_rank_20_mp_rank_00_optim_states.pt 2: [2023-03-16 10:27:43,583] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now! 2: [2023-03-16 10:27:43,592] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step4000/bf16_zero_pp_rank_18_mp_rank_00_optim_states.pt. 2: [2023-03-16 10:27:43,592] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step4000/bf16_zero_pp_rank_16_mp_rank_00_optim_states.pt. 2: [2023-03-16 10:27:43,592] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step4000/bf16_zero_pp_rank_18_mp_rank_00_optim_states.pt 2: [2023-03-16 10:27:43,592] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step4000/bf16_zero_pp_rank_16_mp_rank_00_optim_states.pt 2: [2023-03-16 10:27:43,592] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now! 2: [2023-03-16 10:27:43,592] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now! 7: [2023-03-16 10:27:43,592] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step4000/bf16_zero_pp_rank_62_mp_rank_00_optim_states.pt. 7: [2023-03-16 10:27:43,592] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step4000/bf16_zero_pp_rank_61_mp_rank_00_optim_states.pt. 2: [2023-03-16 10:27:43,592] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step4000/bf16_zero_pp_rank_19_mp_rank_00_optim_states.pt. 2: [2023-03-16 10:27:43,592] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step4000/bf16_zero_pp_rank_23_mp_rank_00_optim_states.pt. 7: [2023-03-16 10:27:43,593] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step4000/bf16_zero_pp_rank_62_mp_rank_00_optim_states.pt 7: [2023-03-16 10:27:43,593] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step4000/bf16_zero_pp_rank_61_mp_rank_00_optim_states.pt 2: [2023-03-16 10:27:43,592] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step4000/bf16_zero_pp_rank_22_mp_rank_00_optim_states.pt. 2: [2023-03-16 10:27:43,592] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step4000/bf16_zero_pp_rank_21_mp_rank_00_optim_states.pt. 2: [2023-03-16 10:27:43,593] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step4000/bf16_zero_pp_rank_19_mp_rank_00_optim_states.pt 2: [2023-03-16 10:27:43,593] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step4000/bf16_zero_pp_rank_23_mp_rank_00_optim_states.pt 7: [2023-03-16 10:27:43,593] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now! 2: [2023-03-16 10:27:43,593] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now! 2: [2023-03-16 10:27:43,593] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now! 7: [2023-03-16 10:27:43,593] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now! 2: [2023-03-16 10:27:43,593] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step4000/bf16_zero_pp_rank_22_mp_rank_00_optim_states.pt 2: [2023-03-16 10:27:43,593] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step4000/bf16_zero_pp_rank_21_mp_rank_00_optim_states.pt 2: [2023-03-16 10:27:43,593] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now! 2: [2023-03-16 10:27:43,593] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now! 7: [2023-03-16 10:27:43,596] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step4000/bf16_zero_pp_rank_59_mp_rank_00_optim_states.pt. 7: [2023-03-16 10:27:43,596] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step4000/bf16_zero_pp_rank_59_mp_rank_00_optim_states.pt 7: [2023-03-16 10:27:43,596] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now! 0: [2023-03-16 10:27:43,599] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step4000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt 0: [2023-03-16 10:27:43,599] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now! 0: successfully saved checkpoint at iteration 4000 to checkpoints_146m32b100m 7: time (ms) | save-checkpoint: 406.40 7: iteration 4010/ 60336 | consumed samples: 1026560 | consumed tokens: 2102394880 | elapsed time per iteration (s): 0.42 | learning rate: 1.986E-04 | global batch size: 256 | lm loss: 3.813797E+00 | grad norm: 0.332 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 609.509 | TFLOPs: 28.45 | 7: iteration 4020/ 60336 | consumed samples: 1029120 | consumed tokens: 2107637760 | elapsed time per iteration (s): 0.37 | learning rate: 1.986E-04 | global batch size: 256 | lm loss: 3.824008E+00 | grad norm: 0.389 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.580 | TFLOPs: 32.47 | 7: iteration 4030/ 60336 | consumed samples: 1031680 | consumed tokens: 2112880640 | elapsed time per iteration (s): 0.37 | learning rate: 1.985E-04 | global batch size: 256 | lm loss: 3.828136E+00 | grad norm: 0.327 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.561 | TFLOPs: 32.47 | 7: iteration 4040/ 60336 | consumed samples: 1034240 | consumed tokens: 2118123520 | elapsed time per iteration (s): 0.37 | learning rate: 1.985E-04 | global batch size: 256 | lm loss: 3.814472E+00 | grad norm: 0.398 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.568 | TFLOPs: 32.47 | 7: iteration 4050/ 60336 | consumed samples: 1036800 | consumed tokens: 2123366400 | elapsed time per iteration (s): 0.37 | learning rate: 1.985E-04 | global batch size: 256 | lm loss: 3.811459E+00 | grad norm: 0.339 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.801 | TFLOPs: 32.48 | 7: iteration 4060/ 60336 | consumed samples: 1039360 | consumed tokens: 2128609280 | elapsed time per iteration (s): 0.37 | learning rate: 1.985E-04 | global batch size: 256 | lm loss: 3.807992E+00 | grad norm: 0.342 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.237 | TFLOPs: 32.45 | 7: iteration 4070/ 60336 | consumed samples: 1041920 | consumed tokens: 2133852160 | elapsed time per iteration (s): 0.37 | learning rate: 1.985E-04 | global batch size: 256 | lm loss: 3.811660E+00 | grad norm: 0.387 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.310 | TFLOPs: 32.45 | 7: iteration 4080/ 60336 | consumed samples: 1044480 | consumed tokens: 2139095040 | elapsed time per iteration (s): 0.37 | learning rate: 1.985E-04 | global batch size: 256 | lm loss: 3.797169E+00 | grad norm: 0.358 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.041 | TFLOPs: 32.44 | 7: iteration 4090/ 60336 | consumed samples: 1047040 | consumed tokens: 2144337920 | elapsed time per iteration (s): 0.37 | learning rate: 1.985E-04 | global batch size: 256 | lm loss: 3.804073E+00 | grad norm: 0.372 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.874 | TFLOPs: 32.34 | 7: iteration 4100/ 60336 | consumed samples: 1049600 | consumed tokens: 2149580800 | elapsed time per iteration (s): 0.37 | learning rate: 1.985E-04 | global batch size: 256 | lm loss: 3.802970E+00 | grad norm: 0.374 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.208 | TFLOPs: 32.45 | 7: iteration 4110/ 60336 | consumed samples: 1052160 | consumed tokens: 2154823680 | elapsed time per iteration (s): 0.37 | learning rate: 1.985E-04 | global batch size: 256 | lm loss: 3.813881E+00 | grad norm: 0.402 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.495 | TFLOPs: 32.37 | 7: iteration 4120/ 60336 | consumed samples: 1054720 | consumed tokens: 2160066560 | elapsed time per iteration (s): 0.37 | learning rate: 1.985E-04 | global batch size: 256 | lm loss: 3.800624E+00 | grad norm: 0.323 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.477 | TFLOPs: 32.37 | 7: iteration 4130/ 60336 | consumed samples: 1057280 | consumed tokens: 2165309440 | elapsed time per iteration (s): 0.37 | learning rate: 1.985E-04 | global batch size: 256 | lm loss: 3.797401E+00 | grad norm: 0.364 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.312 | TFLOPs: 32.36 | 7: iteration 4140/ 60336 | consumed samples: 1059840 | consumed tokens: 2170552320 | elapsed time per iteration (s): 0.37 | learning rate: 1.984E-04 | global batch size: 256 | lm loss: 3.798624E+00 | grad norm: 0.358 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.066 | TFLOPs: 32.44 | 7: iteration 4150/ 60336 | consumed samples: 1062400 | consumed tokens: 2175795200 | elapsed time per iteration (s): 0.37 | learning rate: 1.984E-04 | global batch size: 256 | lm loss: 3.799192E+00 | grad norm: 0.415 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.374 | TFLOPs: 32.46 | 7: iteration 4160/ 60336 | consumed samples: 1064960 | consumed tokens: 2181038080 | elapsed time per iteration (s): 0.37 | learning rate: 1.984E-04 | global batch size: 256 | lm loss: 3.792782E+00 | grad norm: 0.346 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.430 | TFLOPs: 32.41 | 7: iteration 4170/ 60336 | consumed samples: 1067520 | consumed tokens: 2186280960 | elapsed time per iteration (s): 0.37 | learning rate: 1.984E-04 | global batch size: 256 | lm loss: 3.799839E+00 | grad norm: 0.398 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.253 | TFLOPs: 32.45 | 7: iteration 4180/ 60336 | consumed samples: 1070080 | consumed tokens: 2191523840 | elapsed time per iteration (s): 0.37 | learning rate: 1.984E-04 | global batch size: 256 | lm loss: 3.787399E+00 | grad norm: 0.321 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.912 | TFLOPs: 32.48 | 7: iteration 4190/ 60336 | consumed samples: 1072640 | consumed tokens: 2196766720 | elapsed time per iteration (s): 0.37 | learning rate: 1.984E-04 | global batch size: 256 | lm loss: 3.789323E+00 | grad norm: 0.382 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.059 | TFLOPs: 32.44 | 7: iteration 4200/ 60336 | consumed samples: 1075200 | consumed tokens: 2202009600 | elapsed time per iteration (s): 0.37 | learning rate: 1.984E-04 | global batch size: 256 | lm loss: 3.787601E+00 | grad norm: 0.390 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.295 | TFLOPs: 32.45 | 7: iteration 4210/ 60336 | consumed samples: 1077760 | consumed tokens: 2207252480 | elapsed time per iteration (s): 0.37 | learning rate: 1.984E-04 | global batch size: 256 | lm loss: 3.795235E+00 | grad norm: 0.436 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.526 | TFLOPs: 32.46 | 7: iteration 4220/ 60336 | consumed samples: 1080320 | consumed tokens: 2212495360 | elapsed time per iteration (s): 0.37 | learning rate: 1.984E-04 | global batch size: 256 | lm loss: 3.785699E+00 | grad norm: 0.387 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.527 | TFLOPs: 32.46 | 7: iteration 4230/ 60336 | consumed samples: 1082880 | consumed tokens: 2217738240 | elapsed time per iteration (s): 0.37 | learning rate: 1.984E-04 | global batch size: 256 | lm loss: 3.789560E+00 | grad norm: 0.413 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.800 | TFLOPs: 32.48 | 7: iteration 4240/ 60336 | consumed samples: 1085440 | consumed tokens: 2222981120 | elapsed time per iteration (s): 0.37 | learning rate: 1.984E-04 | global batch size: 256 | lm loss: 3.762225E+00 | grad norm: 0.346 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.377 | TFLOPs: 32.41 | 7: iteration 4250/ 60336 | consumed samples: 1088000 | consumed tokens: 2228224000 | elapsed time per iteration (s): 0.37 | learning rate: 1.983E-04 | global batch size: 256 | lm loss: 3.769088E+00 | grad norm: 0.333 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.004 | TFLOPs: 32.39 | 7: iteration 4260/ 60336 | consumed samples: 1090560 | consumed tokens: 2233466880 | elapsed time per iteration (s): 0.37 | learning rate: 1.983E-04 | global batch size: 256 | lm loss: 3.787978E+00 | grad norm: 0.408 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.459 | TFLOPs: 32.41 | 7: iteration 4270/ 60336 | consumed samples: 1093120 | consumed tokens: 2238709760 | elapsed time per iteration (s): 0.37 | learning rate: 1.983E-04 | global batch size: 256 | lm loss: 3.791372E+00 | grad norm: 0.501 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.057 | TFLOPs: 32.44 | 7: iteration 4280/ 60336 | consumed samples: 1095680 | consumed tokens: 2243952640 | elapsed time per iteration (s): 0.37 | learning rate: 1.983E-04 | global batch size: 256 | lm loss: 3.781731E+00 | grad norm: 0.421 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.284 | TFLOPs: 32.45 | 7: iteration 4290/ 60336 | consumed samples: 1098240 | consumed tokens: 2249195520 | elapsed time per iteration (s): 0.37 | learning rate: 1.983E-04 | global batch size: 256 | lm loss: 3.779182E+00 | grad norm: 0.555 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.932 | TFLOPs: 32.44 | 7: iteration 4300/ 60336 | consumed samples: 1100800 | consumed tokens: 2254438400 | elapsed time per iteration (s): 0.37 | learning rate: 1.983E-04 | global batch size: 256 | lm loss: 3.782122E+00 | grad norm: 0.366 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.970 | TFLOPs: 32.44 | 7: iteration 4310/ 60336 | consumed samples: 1103360 | consumed tokens: 2259681280 | elapsed time per iteration (s): 0.37 | learning rate: 1.983E-04 | global batch size: 256 | lm loss: 3.776117E+00 | grad norm: 0.548 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.738 | TFLOPs: 32.43 | 7: iteration 4320/ 60336 | consumed samples: 1105920 | consumed tokens: 2264924160 | elapsed time per iteration (s): 0.37 | learning rate: 1.983E-04 | global batch size: 256 | lm loss: 3.805293E+00 | grad norm: 0.323 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.874 | TFLOPs: 32.43 | 7: iteration 4330/ 60336 | consumed samples: 1108480 | consumed tokens: 2270167040 | elapsed time per iteration (s): 0.37 | learning rate: 1.983E-04 | global batch size: 256 | lm loss: 3.778600E+00 | grad norm: 0.328 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.025 | TFLOPs: 32.44 | 7: iteration 4340/ 60336 | consumed samples: 1111040 | consumed tokens: 2275409920 | elapsed time per iteration (s): 0.37 | learning rate: 1.983E-04 | global batch size: 256 | lm loss: 3.765138E+00 | grad norm: 0.362 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.277 | TFLOPs: 32.41 | 7: iteration 4350/ 60336 | consumed samples: 1113600 | consumed tokens: 2280652800 | elapsed time per iteration (s): 0.37 | learning rate: 1.983E-04 | global batch size: 256 | lm loss: 3.776558E+00 | grad norm: 0.344 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.578 | TFLOPs: 32.42 | 7: iteration 4360/ 60336 | consumed samples: 1116160 | consumed tokens: 2285895680 | elapsed time per iteration (s): 0.37 | learning rate: 1.982E-04 | global batch size: 256 | lm loss: 3.791781E+00 | grad norm: 0.305 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.029 | TFLOPs: 32.44 | 7: iteration 4370/ 60336 | consumed samples: 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second: 694.993 | TFLOPs: 32.44 | 7: iteration 4430/ 60336 | consumed samples: 1134080 | consumed tokens: 2322595840 | elapsed time per iteration (s): 0.37 | learning rate: 1.982E-04 | global batch size: 256 | lm loss: 3.761961E+00 | grad norm: 0.350 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.083 | TFLOPs: 32.44 | 7: iteration 4440/ 60336 | consumed samples: 1136640 | consumed tokens: 2327838720 | elapsed time per iteration (s): 0.37 | learning rate: 1.982E-04 | global batch size: 256 | lm loss: 3.775560E+00 | grad norm: 0.336 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.775 | TFLOPs: 32.43 | 7: iteration 4450/ 60336 | consumed samples: 1139200 | consumed tokens: 2333081600 | elapsed time per iteration (s): 0.37 | learning rate: 1.982E-04 | global batch size: 256 | lm loss: 3.761305E+00 | grad norm: 0.333 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.780 | TFLOPs: 32.43 | 7: iteration 4460/ 60336 | consumed samples: 1141760 | consumed tokens: 2338324480 | elapsed time per iteration (s): 0.37 | learning rate: 1.982E-04 | global batch size: 256 | lm loss: 3.764577E+00 | grad norm: 0.324 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.632 | TFLOPs: 32.42 | 7: iteration 4470/ 60336 | consumed samples: 1144320 | consumed tokens: 2343567360 | elapsed time per iteration (s): 0.37 | learning rate: 1.981E-04 | global batch size: 256 | lm loss: 3.769734E+00 | grad norm: 0.335 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.850 | TFLOPs: 32.43 | 7: iteration 4480/ 60336 | consumed samples: 1146880 | consumed tokens: 2348810240 | elapsed time per iteration (s): 0.37 | learning rate: 1.981E-04 | global batch size: 256 | lm loss: 3.759966E+00 | grad norm: 0.343 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.691 | TFLOPs: 32.47 | 7: iteration 4490/ 60336 | consumed samples: 1149440 | consumed tokens: 2354053120 | elapsed time per iteration (s): 0.37 | learning rate: 1.981E-04 | global batch size: 256 | lm loss: 3.768742E+00 | grad norm: 0.314 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.542 | TFLOPs: 32.47 | 7: iteration 4500/ 60336 | consumed samples: 1152000 | consumed tokens: 2359296000 | elapsed time per iteration (s): 0.37 | learning rate: 1.981E-04 | global batch size: 256 | lm loss: 3.756515E+00 | grad norm: 0.433 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.638 | TFLOPs: 32.47 | 7: iteration 4510/ 60336 | consumed samples: 1154560 | consumed tokens: 2364538880 | elapsed time per iteration (s): 0.37 | learning rate: 1.981E-04 | global batch size: 256 | lm loss: 3.745906E+00 | grad norm: 0.346 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.748 | TFLOPs: 32.47 | 7: iteration 4520/ 60336 | consumed samples: 1157120 | consumed tokens: 2369781760 | elapsed time per iteration (s): 0.37 | learning rate: 1.981E-04 | global batch size: 256 | lm loss: 3.752633E+00 | grad norm: 0.346 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.275 | TFLOPs: 32.45 | 7: iteration 4530/ 60336 | consumed samples: 1159680 | consumed tokens: 2375024640 | elapsed time per iteration (s): 0.37 | learning rate: 1.981E-04 | global batch size: 256 | lm loss: 3.762231E+00 | grad norm: 0.357 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.264 | TFLOPs: 32.45 | 7: iteration 4540/ 60336 | consumed samples: 1162240 | consumed tokens: 2380267520 | elapsed time per iteration (s): 0.37 | learning rate: 1.981E-04 | global batch size: 256 | lm loss: 3.760121E+00 | grad norm: 0.361 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.720 | TFLOPs: 32.43 | 7: iteration 4550/ 60336 | consumed samples: 1164800 | consumed tokens: 2385510400 | elapsed time per iteration (s): 0.37 | learning rate: 1.981E-04 | global batch size: 256 | lm loss: 3.764499E+00 | grad norm: 0.298 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.624 | TFLOPs: 32.42 | 7: iteration 4560/ 60336 | consumed samples: 1167360 | consumed tokens: 2390753280 | elapsed time per iteration (s): 0.37 | learning rate: 1.981E-04 | global batch size: 256 | lm loss: 3.758441E+00 | grad norm: 0.326 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.057 | TFLOPs: 32.44 | 7: iteration 4570/ 60336 | consumed samples: 1169920 | consumed tokens: 2395996160 | elapsed time per iteration (s): 0.37 | learning rate: 1.980E-04 | global batch size: 256 | lm loss: 3.754625E+00 | grad norm: 0.365 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.088 | TFLOPs: 32.44 | 7: iteration 4580/ 60336 | consumed samples: 1172480 | consumed tokens: 2401239040 | elapsed time per iteration (s): 0.37 | learning rate: 1.980E-04 | global batch size: 256 | lm loss: 3.766050E+00 | grad norm: 0.312 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.904 | TFLOPs: 32.44 | 7: iteration 4590/ 60336 | consumed samples: 1175040 | consumed tokens: 2406481920 | elapsed time per iteration (s): 0.37 | learning rate: 1.980E-04 | global batch size: 256 | lm loss: 3.759798E+00 | grad norm: 0.360 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.353 | TFLOPs: 32.46 | 7: iteration 4600/ 60336 | consumed samples: 1177600 | consumed 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iterations: 0 | samples per second: 694.095 | TFLOPs: 32.40 | 7: iteration 4690/ 60336 | consumed samples: 1200640 | consumed tokens: 2458910720 | elapsed time per iteration (s): 0.37 | learning rate: 1.979E-04 | global batch size: 256 | lm loss: 3.738255E+00 | grad norm: 0.315 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.357 | TFLOPs: 32.46 | 7: iteration 4700/ 60336 | consumed samples: 1203200 | consumed tokens: 2464153600 | elapsed time per iteration (s): 0.37 | learning rate: 1.979E-04 | global batch size: 256 | lm loss: 3.730976E+00 | grad norm: 0.309 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.382 | TFLOPs: 32.46 | 7: iteration 4710/ 60336 | consumed samples: 1205760 | consumed tokens: 2469396480 | elapsed time per iteration (s): 0.37 | learning rate: 1.979E-04 | global batch size: 256 | lm loss: 3.749179E+00 | grad norm: 0.343 | num zeros: 0.0 | number of 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norm: 0.337 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.640 | TFLOPs: 32.42 | 7: iteration 4750/ 60336 | consumed samples: 1216000 | consumed tokens: 2490368000 | elapsed time per iteration (s): 0.37 | learning rate: 1.979E-04 | global batch size: 256 | lm loss: 3.729688E+00 | grad norm: 0.334 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.362 | TFLOPs: 32.46 | 7: iteration 4760/ 60336 | consumed samples: 1218560 | consumed tokens: 2495610880 | elapsed time per iteration (s): 0.37 | learning rate: 1.979E-04 | global batch size: 256 | lm loss: 3.739124E+00 | grad norm: 0.386 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.136 | TFLOPs: 32.45 | 7: iteration 4770/ 60336 | consumed samples: 1221120 | consumed tokens: 2500853760 | elapsed time per iteration (s): 0.37 | learning rate: 1.978E-04 | global batch size: 256 | lm loss: 3.719353E+00 | grad norm: 0.363 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.393 | TFLOPs: 32.46 | 7: iteration 4780/ 60336 | consumed samples: 1223680 | consumed tokens: 2506096640 | elapsed time per iteration (s): 0.37 | learning rate: 1.978E-04 | global batch size: 256 | lm loss: 3.738051E+00 | grad norm: 0.359 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.306 | TFLOPs: 32.45 | 7: iteration 4790/ 60336 | consumed samples: 1226240 | consumed tokens: 2511339520 | elapsed time per iteration (s): 0.37 | learning rate: 1.978E-04 | global batch size: 256 | lm loss: 3.728121E+00 | grad norm: 0.316 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.162 | TFLOPs: 32.45 | 7: iteration 4800/ 60336 | consumed samples: 1228800 | consumed tokens: 2516582400 | elapsed time per iteration (s): 0.37 | learning rate: 1.978E-04 | global batch size: 256 | lm loss: 3.726831E+00 | grad norm: 0.320 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.882 | TFLOPs: 32.43 | 7: iteration 4810/ 60336 | consumed samples: 1231360 | consumed tokens: 2521825280 | elapsed time per iteration (s): 0.37 | learning rate: 1.978E-04 | global batch size: 256 | lm loss: 3.729359E+00 | grad norm: 0.346 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.560 | TFLOPs: 32.37 | 7: iteration 4820/ 60336 | consumed samples: 1233920 | consumed tokens: 2527068160 | elapsed time per iteration (s): 0.37 | learning rate: 1.978E-04 | global batch size: 256 | lm loss: 3.739956E+00 | grad norm: 0.342 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.057 | TFLOPs: 32.35 | 7: iteration 4830/ 60336 | consumed samples: 1236480 | consumed tokens: 2532311040 | elapsed time per iteration (s): 0.37 | learning rate: 1.978E-04 | global batch size: 256 | lm loss: 3.742465E+00 | grad norm: 0.334 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.680 | TFLOPs: 32.10 | 7: iteration 4840/ 60336 | consumed samples: 1239040 | consumed tokens: 2537553920 | elapsed time per iteration (s): 0.37 | learning rate: 1.978E-04 | global batch size: 256 | lm loss: 3.721719E+00 | grad norm: 0.358 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.183 | TFLOPs: 32.36 | 7: iteration 4850/ 60336 | consumed samples: 1241600 | consumed tokens: 2542796800 | elapsed time per iteration (s): 0.37 | learning rate: 1.978E-04 | global batch size: 256 | lm loss: 3.732087E+00 | grad norm: 0.335 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.388 | TFLOPs: 32.46 | 7: iteration 4860/ 60336 | consumed samples: 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second: 694.275 | TFLOPs: 32.41 | 7: iteration 4920/ 60336 | consumed samples: 1259520 | consumed tokens: 2579496960 | elapsed time per iteration (s): 0.37 | learning rate: 1.977E-04 | global batch size: 256 | lm loss: 3.729149E+00 | grad norm: 0.361 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.915 | TFLOPs: 32.39 | 7: iteration 4930/ 60336 | consumed samples: 1262080 | consumed tokens: 2584739840 | elapsed time per iteration (s): 0.37 | learning rate: 1.977E-04 | global batch size: 256 | lm loss: 3.719681E+00 | grad norm: 0.334 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.101 | TFLOPs: 32.44 | 7: iteration 4940/ 60336 | consumed samples: 1264640 | consumed tokens: 2589982720 | elapsed time per iteration (s): 0.37 | learning rate: 1.977E-04 | global batch size: 256 | lm loss: 3.711932E+00 | grad norm: 0.332 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.098 | TFLOPs: 32.44 | 7: iteration 4950/ 60336 | consumed samples: 1267200 | consumed tokens: 2595225600 | elapsed time per iteration (s): 0.37 | learning rate: 1.977E-04 | global batch size: 256 | lm loss: 3.708033E+00 | grad norm: 0.338 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.975 | TFLOPs: 32.44 | 7: iteration 4960/ 60336 | consumed samples: 1269760 | consumed tokens: 2600468480 | elapsed time per iteration (s): 0.37 | learning rate: 1.976E-04 | global batch size: 256 | lm loss: 3.714125E+00 | grad norm: 0.338 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.686 | TFLOPs: 32.43 | 7: iteration 4970/ 60336 | consumed samples: 1272320 | consumed tokens: 2605711360 | elapsed time per iteration (s): 0.37 | learning rate: 1.976E-04 | global batch size: 256 | lm loss: 3.730386E+00 | grad norm: 0.349 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.122 | TFLOPs: 32.45 | 7: iteration 4980/ 60336 | consumed samples: 1274880 | consumed tokens: 2610954240 | elapsed time per iteration (s): 0.37 | learning rate: 1.976E-04 | global batch size: 256 | lm loss: 3.721508E+00 | grad norm: 0.323 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.339 | TFLOPs: 32.46 | 7: iteration 4990/ 60336 | consumed samples: 1277440 | consumed tokens: 2616197120 | elapsed time per iteration (s): 0.37 | learning rate: 1.976E-04 | global batch size: 256 | lm loss: 3.714122E+00 | grad norm: 0.409 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.697 | TFLOPs: 32.43 | 7: iteration 5000/ 60336 | consumed samples: 1280000 | consumed tokens: 2621440000 | elapsed time per iteration (s): 0.37 | learning rate: 1.976E-04 | global batch size: 256 | lm loss: 3.734130E+00 | grad norm: 0.358 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.416 | TFLOPs: 32.41 | 7: ----------------------------------------------------------------------------------------------- 7: validation loss at iteration 5000 | lm loss value: 3.838609E+00 | lm loss PPL: 4.646079E+01 | 7: ----------------------------------------------------------------------------------------------- 0: saving checkpoint at iteration 5000 to checkpoints_146m32b100m 0: [2023-03-16 10:33:52,158] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step5000 is begin to save! 0: [2023-03-16 10:33:52,163] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100m/global_step5000/layer_01-model_00-model_states.pt... 0: [2023-03-16 10:33:52,250] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step5000/layer_01-model_00-model_states.pt. 0: [2023-03-16 10:33:52,250] 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[Torch] Saved checkpoints_146m32b100m/global_step5000/bf16_zero_pp_rank_5_mp_rank_00_optim_states.pt. 0: [2023-03-16 10:33:52,549] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step5000/bf16_zero_pp_rank_7_mp_rank_00_optim_states.pt 0: [2023-03-16 10:33:52,549] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step5000/bf16_zero_pp_rank_4_mp_rank_00_optim_states.pt 0: [2023-03-16 10:33:52,549] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step5000/bf16_zero_pp_rank_5_mp_rank_00_optim_states.pt 0: [2023-03-16 10:33:52,549] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step5000 is ready now! 0: [2023-03-16 10:33:52,549] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step5000 is ready now! 0: [2023-03-16 10:33:52,549] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] 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3.711339E+00 | grad norm: 0.335 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.114 | TFLOPs: 32.45 | 7: iteration 5030/ 60336 | consumed samples: 1287680 | consumed tokens: 2637168640 | elapsed time per iteration (s): 0.37 | learning rate: 1.976E-04 | global batch size: 256 | lm loss: 3.702644E+00 | grad norm: 0.315 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.526 | TFLOPs: 32.42 | 7: iteration 5040/ 60336 | consumed samples: 1290240 | consumed tokens: 2642411520 | elapsed time per iteration (s): 0.37 | learning rate: 1.976E-04 | global batch size: 256 | lm loss: 3.706658E+00 | grad norm: 0.378 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.694 | TFLOPs: 32.43 | 7: iteration 5050/ 60336 | consumed samples: 1292800 | consumed tokens: 2647654400 | elapsed time per iteration (s): 0.37 | learning rate: 1.975E-04 | global batch size: 256 | lm loss: 3.707846E+00 | grad norm: 0.404 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.097 | TFLOPs: 32.44 | 7: iteration 5060/ 60336 | consumed samples: 1295360 | consumed tokens: 2652897280 | elapsed time per iteration (s): 0.37 | learning rate: 1.975E-04 | global batch size: 256 | lm loss: 3.717765E+00 | grad norm: 0.333 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.251 | TFLOPs: 32.45 | 7: iteration 5070/ 60336 | consumed samples: 1297920 | consumed tokens: 2658140160 | elapsed time per iteration (s): 0.37 | learning rate: 1.975E-04 | global batch size: 256 | lm loss: 3.703595E+00 | grad norm: 0.317 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.136 | TFLOPs: 32.45 | 7: iteration 5080/ 60336 | consumed samples: 1300480 | consumed tokens: 2663383040 | elapsed time per iteration (s): 0.37 | learning rate: 1.975E-04 | global batch size: 256 | lm loss: 3.690092E+00 | grad norm: 0.313 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.406 | TFLOPs: 32.46 | 7: iteration 5090/ 60336 | consumed samples: 1303040 | consumed tokens: 2668625920 | elapsed time per iteration (s): 0.37 | learning rate: 1.975E-04 | global batch size: 256 | lm loss: 3.700018E+00 | grad norm: 0.375 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.979 | TFLOPs: 32.44 | 7: iteration 5100/ 60336 | consumed samples: 1305600 | consumed tokens: 2673868800 | elapsed time per iteration (s): 0.37 | learning rate: 1.975E-04 | global batch size: 256 | lm loss: 3.694926E+00 | grad norm: 0.321 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.550 | TFLOPs: 32.47 | 7: iteration 5110/ 60336 | consumed samples: 1308160 | consumed tokens: 2679111680 | elapsed time per iteration (s): 0.37 | learning rate: 1.975E-04 | global batch size: 256 | lm loss: 3.688352E+00 | grad norm: 0.339 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.962 | TFLOPs: 32.44 | 7: iteration 5120/ 60336 | consumed samples: 1310720 | consumed tokens: 2684354560 | elapsed time per iteration (s): 0.37 | learning rate: 1.975E-04 | global batch size: 256 | lm loss: 3.694839E+00 | grad norm: 0.305 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.951 | TFLOPs: 32.44 | 7: iteration 5130/ 60336 | consumed samples: 1313280 | consumed tokens: 2689597440 | elapsed time per iteration (s): 0.37 | learning rate: 1.975E-04 | global batch size: 256 | lm loss: 3.700031E+00 | grad norm: 0.302 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.234 | TFLOPs: 32.45 | 7: iteration 5140/ 60336 | consumed samples: 1315840 | consumed tokens: 2694840320 | elapsed time per iteration (s): 0.37 | learning rate: 1.975E-04 | global batch size: 256 | lm loss: 3.704037E+00 | grad norm: 0.388 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.203 | TFLOPs: 32.45 | 7: iteration 5150/ 60336 | consumed samples: 1318400 | consumed tokens: 2700083200 | elapsed time per iteration (s): 0.37 | learning rate: 1.974E-04 | global batch size: 256 | lm loss: 3.692573E+00 | grad norm: 0.309 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.488 | TFLOPs: 32.46 | 7: iteration 5160/ 60336 | consumed samples: 1320960 | consumed tokens: 2705326080 | elapsed time per iteration (s): 0.37 | learning rate: 1.974E-04 | global batch size: 256 | lm loss: 3.711956E+00 | grad norm: 0.327 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.136 | TFLOPs: 32.45 | 7: iteration 5170/ 60336 | consumed samples: 1323520 | consumed tokens: 2710568960 | elapsed time per iteration (s): 0.37 | learning rate: 1.974E-04 | global batch size: 256 | lm loss: 3.695137E+00 | grad norm: 0.374 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.235 | TFLOPs: 32.45 | 7: iteration 5180/ 60336 | consumed samples: 1326080 | consumed tokens: 2715811840 | elapsed time per iteration (s): 0.37 | learning rate: 1.974E-04 | global batch size: 256 | lm loss: 3.697148E+00 | grad norm: 0.293 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.952 | TFLOPs: 32.44 | 7: iteration 5190/ 60336 | consumed samples: 1328640 | consumed tokens: 2721054720 | elapsed time per iteration (s): 0.37 | learning rate: 1.974E-04 | global batch size: 256 | lm loss: 3.703807E+00 | grad norm: 0.285 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.255 | TFLOPs: 32.45 | 7: iteration 5200/ 60336 | consumed samples: 1331200 | consumed tokens: 2726297600 | elapsed time per iteration (s): 0.37 | learning rate: 1.974E-04 | global batch size: 256 | lm loss: 3.687349E+00 | grad norm: 0.303 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.664 | TFLOPs: 32.42 | 7: iteration 5210/ 60336 | consumed samples: 1333760 | consumed tokens: 2731540480 | elapsed time per iteration (s): 0.37 | learning rate: 1.974E-04 | global batch size: 256 | lm loss: 3.689510E+00 | grad norm: 0.342 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.043 | TFLOPs: 32.44 | 7: iteration 5220/ 60336 | consumed samples: 1336320 | consumed tokens: 2736783360 | elapsed time per iteration (s): 0.37 | learning rate: 1.974E-04 | global batch size: 256 | lm loss: 3.689187E+00 | grad norm: 0.406 | num zeros: 0.0 | number of 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norm: 0.348 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.608 | TFLOPs: 32.38 | 7: iteration 5260/ 60336 | consumed samples: 1346560 | consumed tokens: 2757754880 | elapsed time per iteration (s): 0.37 | learning rate: 1.973E-04 | global batch size: 256 | lm loss: 3.692194E+00 | grad norm: 0.329 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.930 | TFLOPs: 32.44 | 7: iteration 5270/ 60336 | consumed samples: 1349120 | consumed tokens: 2762997760 | elapsed time per iteration (s): 0.37 | learning rate: 1.973E-04 | global batch size: 256 | lm loss: 3.696254E+00 | grad norm: 0.358 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.566 | TFLOPs: 32.47 | 7: iteration 5280/ 60336 | consumed samples: 1351680 | consumed tokens: 2768240640 | elapsed time per iteration (s): 0.37 | learning rate: 1.973E-04 | global batch size: 256 | lm loss: 3.677790E+00 | grad norm: 0.372 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.389 | TFLOPs: 32.46 | 7: iteration 5290/ 60336 | consumed samples: 1354240 | consumed tokens: 2773483520 | elapsed time per iteration (s): 0.37 | learning rate: 1.973E-04 | global batch size: 256 | lm loss: 3.687150E+00 | grad norm: 0.291 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.342 | TFLOPs: 32.46 | 7: iteration 5300/ 60336 | consumed samples: 1356800 | consumed tokens: 2778726400 | elapsed time per iteration (s): 0.37 | learning rate: 1.973E-04 | global batch size: 256 | lm loss: 3.680964E+00 | grad norm: 0.328 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.159 | TFLOPs: 32.45 | 7: iteration 5310/ 60336 | consumed samples: 1359360 | consumed tokens: 2783969280 | elapsed time per iteration (s): 0.37 | learning rate: 1.973E-04 | global batch size: 256 | lm loss: 3.686340E+00 | grad norm: 0.319 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.055 | TFLOPs: 32.44 | 7: iteration 5320/ 60336 | consumed samples: 1361920 | consumed tokens: 2789212160 | elapsed time per iteration (s): 0.37 | learning rate: 1.972E-04 | global batch size: 256 | lm loss: 3.684658E+00 | grad norm: 0.346 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.363 | TFLOPs: 32.46 | 7: iteration 5330/ 60336 | consumed samples: 1364480 | consumed tokens: 2794455040 | elapsed time per iteration (s): 0.37 | learning rate: 1.972E-04 | global batch size: 256 | lm loss: 3.702743E+00 | grad norm: 0.313 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.962 | TFLOPs: 32.44 | 7: iteration 5340/ 60336 | consumed samples: 1367040 | consumed tokens: 2799697920 | elapsed time per iteration (s): 0.37 | learning rate: 1.972E-04 | global batch size: 256 | lm loss: 3.687772E+00 | grad norm: 0.285 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.448 | TFLOPs: 32.46 | 7: iteration 5350/ 60336 | consumed samples: 1369600 | consumed tokens: 2804940800 | elapsed time per iteration (s): 0.37 | learning rate: 1.972E-04 | global batch size: 256 | lm loss: 3.685385E+00 | grad norm: 0.309 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.489 | TFLOPs: 32.46 | 7: iteration 5360/ 60336 | consumed samples: 1372160 | consumed tokens: 2810183680 | elapsed time per iteration (s): 0.37 | learning rate: 1.972E-04 | global batch size: 256 | lm loss: 3.677131E+00 | grad norm: 0.379 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.013 | TFLOPs: 32.44 | 7: iteration 5370/ 60336 | consumed samples: 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iteration 5400/ 60336 | consumed samples: 1382400 | consumed tokens: 2831155200 | elapsed time per iteration (s): 0.37 | learning rate: 1.972E-04 | global batch size: 256 | lm loss: 3.673711E+00 | grad norm: 0.322 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.882 | TFLOPs: 32.48 | 7: iteration 5410/ 60336 | consumed samples: 1384960 | consumed tokens: 2836398080 | elapsed time per iteration (s): 0.37 | learning rate: 1.971E-04 | global batch size: 256 | lm loss: 3.675842E+00 | grad norm: 0.302 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.881 | TFLOPs: 32.48 | 7: iteration 5420/ 60336 | consumed samples: 1387520 | consumed tokens: 2841640960 | elapsed time per iteration (s): 0.37 | learning rate: 1.971E-04 | global batch size: 256 | lm loss: 3.675536E+00 | grad norm: 0.351 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.298 | TFLOPs: 32.45 | 7: iteration 5430/ 60336 | consumed samples: 1390080 | consumed tokens: 2846883840 | elapsed time per iteration (s): 0.37 | learning rate: 1.971E-04 | global batch size: 256 | lm loss: 3.665464E+00 | grad norm: 0.340 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.523 | TFLOPs: 32.46 | 7: iteration 5440/ 60336 | consumed samples: 1392640 | consumed tokens: 2852126720 | elapsed time per iteration (s): 0.37 | learning rate: 1.971E-04 | global batch size: 256 | lm loss: 3.667363E+00 | grad norm: 0.314 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.454 | TFLOPs: 32.46 | 7: iteration 5450/ 60336 | consumed samples: 1395200 | consumed tokens: 2857369600 | elapsed time per iteration (s): 0.37 | learning rate: 1.971E-04 | global batch size: 256 | lm loss: 3.668981E+00 | grad norm: 0.345 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.519 | TFLOPs: 32.46 | 7: iteration 5460/ 60336 | consumed samples: 1397760 | consumed tokens: 2862612480 | elapsed time per iteration (s): 0.37 | learning rate: 1.971E-04 | global batch size: 256 | lm loss: 3.686716E+00 | grad norm: 0.343 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.314 | TFLOPs: 32.45 | 7: iteration 5470/ 60336 | consumed samples: 1400320 | consumed tokens: 2867855360 | elapsed time per iteration (s): 0.37 | learning rate: 1.971E-04 | global batch size: 256 | lm loss: 3.685995E+00 | grad norm: 0.312 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.778 | TFLOPs: 32.48 | 7: iteration 5480/ 60336 | consumed samples: 1402880 | consumed tokens: 2873098240 | elapsed time per iteration (s): 0.37 | learning rate: 1.971E-04 | global batch size: 256 | lm loss: 3.675784E+00 | grad norm: 0.336 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.480 | TFLOPs: 32.46 | 7: iteration 5490/ 60336 | consumed samples: 1405440 | consumed tokens: 2878341120 | elapsed time per iteration (s): 0.37 | learning rate: 1.970E-04 | global batch size: 256 | lm loss: 3.670000E+00 | grad norm: 0.299 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.346 | TFLOPs: 32.27 | 7: iteration 5500/ 60336 | consumed samples: 1408000 | consumed tokens: 2883584000 | elapsed time per iteration (s): 0.37 | learning rate: 1.970E-04 | global batch size: 256 | lm loss: 3.661341E+00 | grad norm: 0.335 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.704 | TFLOPs: 32.29 | 7: iteration 5510/ 60336 | consumed samples: 1410560 | consumed tokens: 2888826880 | elapsed time per iteration (s): 0.37 | learning rate: 1.970E-04 | global batch size: 256 | lm loss: 3.670998E+00 | grad norm: 0.295 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.230 | TFLOPs: 32.45 | 7: iteration 5520/ 60336 | consumed samples: 1413120 | consumed tokens: 2894069760 | elapsed time per iteration (s): 0.37 | learning rate: 1.970E-04 | global batch size: 256 | lm loss: 3.663348E+00 | grad norm: 0.300 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.328 | TFLOPs: 32.46 | 7: iteration 5530/ 60336 | consumed samples: 1415680 | consumed tokens: 2899312640 | elapsed time per iteration (s): 0.37 | learning rate: 1.970E-04 | global batch size: 256 | lm loss: 3.659243E+00 | grad norm: 0.349 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.958 | TFLOPs: 32.44 | 7: iteration 5540/ 60336 | consumed samples: 1418240 | consumed tokens: 2904555520 | elapsed time per iteration (s): 0.37 | learning rate: 1.970E-04 | global batch size: 256 | lm loss: 3.664650E+00 | grad norm: 0.350 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.532 | TFLOPs: 32.42 | 7: iteration 5550/ 60336 | consumed samples: 1420800 | consumed tokens: 2909798400 | elapsed time per iteration (s): 0.37 | learning rate: 1.970E-04 | global batch size: 256 | lm loss: 3.668157E+00 | grad norm: 0.342 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.283 | TFLOPs: 32.45 | 7: iteration 5560/ 60336 | consumed samples: 1423360 | consumed tokens: 2915041280 | elapsed time per iteration (s): 0.37 | learning rate: 1.970E-04 | global batch size: 256 | lm loss: 3.658979E+00 | grad norm: 0.280 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.511 | TFLOPs: 32.46 | 7: iteration 5570/ 60336 | consumed samples: 1425920 | consumed tokens: 2920284160 | elapsed time per iteration (s): 0.37 | learning rate: 1.969E-04 | global batch size: 256 | lm loss: 3.663954E+00 | grad norm: 0.372 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.951 | TFLOPs: 32.44 | 7: iteration 5580/ 60336 | consumed samples: 1428480 | consumed tokens: 2925527040 | elapsed time per iteration (s): 0.37 | learning rate: 1.969E-04 | global batch size: 256 | lm loss: 3.670329E+00 | grad norm: 0.357 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.038 | TFLOPs: 32.44 | 7: iteration 5590/ 60336 | consumed samples: 1431040 | consumed tokens: 2930769920 | elapsed time per iteration (s): 0.37 | learning rate: 1.969E-04 | global batch size: 256 | lm loss: 3.662952E+00 | grad norm: 0.296 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.477 | TFLOPs: 32.46 | 7: iteration 5600/ 60336 | consumed samples: 1433600 | consumed tokens: 2936012800 | elapsed time per iteration (s): 0.37 | learning rate: 1.969E-04 | global batch size: 256 | lm loss: 3.641518E+00 | grad norm: 0.271 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.587 | TFLOPs: 32.47 | 7: iteration 5610/ 60336 | consumed samples: 1436160 | consumed tokens: 2941255680 | elapsed time per iteration (s): 0.37 | learning rate: 1.969E-04 | global batch size: 256 | lm loss: 3.660142E+00 | grad norm: 0.290 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.047 | TFLOPs: 32.44 | 7: iteration 5620/ 60336 | consumed samples: 1438720 | consumed tokens: 2946498560 | elapsed time per iteration (s): 0.37 | learning rate: 1.969E-04 | global batch size: 256 | lm loss: 3.649092E+00 | grad norm: 0.316 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.048 | TFLOPs: 32.44 | 7: iteration 5630/ 60336 | consumed samples: 1441280 | consumed tokens: 2951741440 | elapsed time per iteration (s): 0.37 | learning rate: 1.969E-04 | global batch size: 256 | lm loss: 3.656517E+00 | grad norm: 0.300 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.465 | TFLOPs: 32.46 | 7: iteration 5640/ 60336 | consumed samples: 1443840 | consumed tokens: 2956984320 | elapsed time per iteration (s): 0.37 | learning rate: 1.969E-04 | global batch size: 256 | lm loss: 3.677970E+00 | grad norm: 0.397 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.415 | TFLOPs: 32.46 | 7: iteration 5650/ 60336 | consumed samples: 1446400 | consumed tokens: 2962227200 | elapsed time per iteration (s): 0.37 | learning rate: 1.968E-04 | global batch size: 256 | lm loss: 3.656423E+00 | grad norm: 0.308 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.933 | TFLOPs: 32.44 | 7: iteration 5660/ 60336 | consumed samples: 1448960 | consumed tokens: 2967470080 | elapsed time per iteration (s): 0.37 | learning rate: 1.968E-04 | global batch size: 256 | lm loss: 3.645287E+00 | grad norm: 0.336 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.299 | TFLOPs: 32.45 | 7: iteration 5670/ 60336 | consumed samples: 1451520 | consumed tokens: 2972712960 | elapsed time per iteration (s): 0.37 | learning rate: 1.968E-04 | global batch size: 256 | lm loss: 3.662016E+00 | grad norm: 0.331 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.010 | TFLOPs: 32.44 | 7: iteration 5680/ 60336 | consumed samples: 1454080 | consumed tokens: 2977955840 | elapsed time per iteration (s): 0.37 | learning rate: 1.968E-04 | global batch size: 256 | lm loss: 3.656133E+00 | grad norm: 0.332 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.748 | TFLOPs: 32.43 | 7: iteration 5690/ 60336 | consumed samples: 1456640 | consumed tokens: 2983198720 | elapsed time per iteration (s): 0.37 | learning rate: 1.968E-04 | global batch size: 256 | lm loss: 3.653619E+00 | grad norm: 0.301 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.735 | TFLOPs: 32.43 | 7: iteration 5700/ 60336 | consumed samples: 1459200 | consumed tokens: 2988441600 | elapsed time per iteration (s): 0.37 | learning rate: 1.968E-04 | global batch size: 256 | lm loss: 3.658936E+00 | grad norm: 0.321 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.726 | TFLOPs: 32.43 | 7: iteration 5710/ 60336 | consumed samples: 1461760 | consumed tokens: 2993684480 | elapsed time per iteration (s): 0.37 | learning rate: 1.968E-04 | global batch size: 256 | lm loss: 3.665074E+00 | grad norm: 0.316 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.702 | TFLOPs: 32.43 | 7: iteration 5720/ 60336 | consumed samples: 1464320 | consumed tokens: 2998927360 | elapsed time per iteration (s): 0.37 | learning rate: 1.968E-04 | global batch size: 256 | lm loss: 3.651114E+00 | grad norm: 0.317 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.163 | TFLOPs: 32.40 | 7: iteration 5730/ 60336 | consumed samples: 1466880 | consumed tokens: 3004170240 | elapsed time per iteration (s): 0.37 | learning rate: 1.967E-04 | global batch size: 256 | lm loss: 3.639697E+00 | grad norm: 0.309 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.702 | TFLOPs: 32.43 | 7: iteration 5740/ 60336 | consumed samples: 1469440 | consumed tokens: 3009413120 | elapsed time per iteration (s): 0.37 | learning rate: 1.967E-04 | global batch size: 256 | lm loss: 3.653831E+00 | grad norm: 0.347 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.139 | TFLOPs: 32.45 | 7: iteration 5750/ 60336 | consumed samples: 1472000 | consumed tokens: 3014656000 | elapsed time per iteration (s): 0.37 | learning rate: 1.967E-04 | global batch size: 256 | lm loss: 3.649261E+00 | grad norm: 0.344 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.810 | TFLOPs: 32.43 | 7: iteration 5760/ 60336 | consumed samples: 1474560 | consumed tokens: 3019898880 | elapsed time per iteration (s): 0.37 | learning rate: 1.967E-04 | global batch size: 256 | lm loss: 3.653995E+00 | grad norm: 0.349 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.454 | TFLOPs: 32.46 | 7: iteration 5770/ 60336 | consumed samples: 1477120 | consumed tokens: 3025141760 | elapsed time per iteration (s): 0.37 | learning rate: 1.967E-04 | global batch size: 256 | lm loss: 3.652933E+00 | grad norm: 0.341 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.927 | TFLOPs: 32.44 | 7: iteration 5780/ 60336 | consumed samples: 1479680 | consumed tokens: 3030384640 | elapsed time per iteration (s): 0.37 | learning rate: 1.967E-04 | global batch size: 256 | lm loss: 3.652171E+00 | grad norm: 0.359 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.104 | TFLOPs: 32.44 | 7: iteration 5790/ 60336 | consumed samples: 1482240 | consumed tokens: 3035627520 | elapsed time per iteration (s): 0.37 | learning rate: 1.967E-04 | global batch size: 256 | lm loss: 3.644265E+00 | grad norm: 0.344 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.744 | TFLOPs: 32.43 | 7: iteration 5800/ 60336 | consumed samples: 1484800 | consumed tokens: 3040870400 | elapsed time per iteration (s): 0.37 | 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0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.072 | TFLOPs: 32.44 | 7: iteration 5980/ 60336 | consumed samples: 1530880 | consumed tokens: 3135242240 | elapsed time per iteration (s): 0.37 | learning rate: 1.964E-04 | global batch size: 256 | lm loss: 3.633872E+00 | grad norm: 0.381 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.928 | TFLOPs: 32.44 | 7: iteration 5990/ 60336 | consumed samples: 1533440 | consumed tokens: 3140485120 | elapsed time per iteration (s): 0.37 | learning rate: 1.964E-04 | global batch size: 256 | lm loss: 3.634021E+00 | grad norm: 0.311 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.229 | TFLOPs: 32.40 | 0: [2023-03-16 10:40:00,924] [INFO] [logging.py:68:log_dist] [Rank 0] step=6000, skipped=0, lr=[0.00019639904904691105, 0.00019639904904691105, 0.00019639904904691105], mom=[(0.9, 0.999), (0.9, 0.999), (0.9, 0.999)] 7: iteration 6000/ 60336 | consumed samples: 1536000 | consumed tokens: 3145728000 | elapsed time per iteration (s): 0.37 | learning rate: 1.964E-04 | global batch size: 256 | lm loss: 3.623668E+00 | grad norm: 0.292 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.749 | TFLOPs: 32.43 | 0: steps: 6000 loss: 3.5957 iter time (s): 0.366 samples/sec: 698.608 7: ----------------------------------------------------------------------------------------------- 7: validation loss at iteration 6000 | lm loss value: 3.825277E+00 | lm loss PPL: 4.584551E+01 | 7: ----------------------------------------------------------------------------------------------- 0: saving checkpoint at iteration 6000 to checkpoints_146m32b100m 0: [2023-03-16 10:40:01,046] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step6000 is begin to save! 0: [2023-03-16 10:40:01,049] [INFO] [torch_checkpoint_engine.py:15:save] 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checkpoints_146m32b100m/global_step6000/bf16_zero_pp_rank_28_mp_rank_00_optim_states.pt. 3: [2023-03-16 10:40:01,419] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step6000/bf16_zero_pp_rank_28_mp_rank_00_optim_states.pt 3: [2023-03-16 10:40:01,419] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step6000 is ready now! 6: [2023-03-16 10:40:01,419] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step6000/bf16_zero_pp_rank_55_mp_rank_00_optim_states.pt. 5: [2023-03-16 10:40:01,419] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step6000/bf16_zero_pp_rank_42_mp_rank_00_optim_states.pt. 5: [2023-03-16 10:40:01,420] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step6000/bf16_zero_pp_rank_42_mp_rank_00_optim_states.pt 5: [2023-03-16 10:40:01,420] [INFO] 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checkpoints_146m32b100m/global_step6000/bf16_zero_pp_rank_24_mp_rank_00_optim_states.pt. 3: [2023-03-16 10:40:01,421] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step6000/bf16_zero_pp_rank_24_mp_rank_00_optim_states.pt 3: [2023-03-16 10:40:01,421] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step6000 is ready now! 1: [2023-03-16 10:40:01,421] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step6000/bf16_zero_pp_rank_10_mp_rank_00_optim_states.pt. 1: [2023-03-16 10:40:01,421] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step6000/bf16_zero_pp_rank_10_mp_rank_00_optim_states.pt 1: [2023-03-16 10:40:01,421] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step6000 is ready now! 0: [2023-03-16 10:40:01,421] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved 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[engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step6000/bf16_zero_pp_rank_35_mp_rank_00_optim_states.pt 4: [2023-03-16 10:40:01,432] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step6000 is ready now! 6: [2023-03-16 10:40:01,430] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step6000/bf16_zero_pp_rank_52_mp_rank_00_optim_states.pt 6: [2023-03-16 10:40:01,430] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step6000/bf16_zero_pp_rank_51_mp_rank_00_optim_states.pt 6: [2023-03-16 10:40:01,430] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step6000 is ready now! 6: [2023-03-16 10:40:01,430] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step6000 is ready now! 2: [2023-03-16 10:40:01,432] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step6000/bf16_zero_pp_rank_22_mp_rank_00_optim_states.pt. 2: [2023-03-16 10:40:01,432] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step6000/bf16_zero_pp_rank_21_mp_rank_00_optim_states.pt. 2: [2023-03-16 10:40:01,432] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step6000/bf16_zero_pp_rank_18_mp_rank_00_optim_states.pt. 2: [2023-03-16 10:40:01,432] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step6000/bf16_zero_pp_rank_22_mp_rank_00_optim_states.pt 2: [2023-03-16 10:40:01,432] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step6000/bf16_zero_pp_rank_21_mp_rank_00_optim_states.pt 2: [2023-03-16 10:40:01,432] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step6000/bf16_zero_pp_rank_18_mp_rank_00_optim_states.pt 2: [2023-03-16 10:40:01,432] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step6000 is ready now! 2: [2023-03-16 10:40:01,432] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step6000 is ready now! 2: [2023-03-16 10:40:01,432] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step6000 is ready now! 4: [2023-03-16 10:40:01,432] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step6000/bf16_zero_pp_rank_32_mp_rank_00_optim_states.pt. 4: [2023-03-16 10:40:01,433] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step6000/bf16_zero_pp_rank_32_mp_rank_00_optim_states.pt 4: [2023-03-16 10:40:01,433] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step6000 is ready now! 2: [2023-03-16 10:40:01,433] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step6000/bf16_zero_pp_rank_23_mp_rank_00_optim_states.pt. 2: [2023-03-16 10:40:01,433] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step6000/bf16_zero_pp_rank_23_mp_rank_00_optim_states.pt 2: [2023-03-16 10:40:01,433] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step6000 is ready now! 7: [2023-03-16 10:40:01,434] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step6000/bf16_zero_pp_rank_60_mp_rank_00_optim_states.pt. 7: [2023-03-16 10:40:01,434] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step6000/bf16_zero_pp_rank_60_mp_rank_00_optim_states.pt 7: [2023-03-16 10:40:01,434] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step6000 is ready now! 7: [2023-03-16 10:40:01,435] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step6000/bf16_zero_pp_rank_61_mp_rank_00_optim_states.pt. 7: [2023-03-16 10:40:01,435] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step6000/bf16_zero_pp_rank_61_mp_rank_00_optim_states.pt 7: [2023-03-16 10:40:01,435] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step6000 is ready now! 5: [2023-03-16 10:40:01,435] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step6000/bf16_zero_pp_rank_46_mp_rank_00_optim_states.pt. 5: [2023-03-16 10:40:01,435] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step6000/bf16_zero_pp_rank_47_mp_rank_00_optim_states.pt. 5: [2023-03-16 10:40:01,436] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step6000/bf16_zero_pp_rank_46_mp_rank_00_optim_states.pt 5: [2023-03-16 10:40:01,436] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step6000/bf16_zero_pp_rank_47_mp_rank_00_optim_states.pt 5: [2023-03-16 10:40:01,436] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step6000 is ready now! 5: [2023-03-16 10:40:01,436] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step6000 is ready now! 0: [2023-03-16 10:40:01,447] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step6000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt 0: [2023-03-16 10:40:01,447] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step6000 is ready now! 3: [2023-03-16 10:40:01,452] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step6000/bf16_zero_pp_rank_25_mp_rank_00_optim_states.pt. 3: [2023-03-16 10:40:01,452] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step6000/bf16_zero_pp_rank_25_mp_rank_00_optim_states.pt 3: [2023-03-16 10:40:01,452] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step6000 is ready now! 3: [2023-03-16 10:40:01,456] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step6000/bf16_zero_pp_rank_31_mp_rank_00_optim_states.pt. 3: [2023-03-16 10:40:01,456] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step6000/bf16_zero_pp_rank_31_mp_rank_00_optim_states.pt 3: [2023-03-16 10:40:01,456] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step6000 is ready now! 0: successfully saved checkpoint at iteration 6000 to checkpoints_146m32b100m 7: time (ms) | save-checkpoint: 415.52 7: iteration 6010/ 60336 | consumed samples: 1538560 | consumed tokens: 3150970880 | elapsed time per iteration (s): 0.42 | learning rate: 1.964E-04 | global batch size: 256 | lm loss: 3.635777E+00 | grad norm: 0.295 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 608.421 | TFLOPs: 28.40 | 7: iteration 6020/ 60336 | consumed samples: 1541120 | consumed tokens: 3156213760 | elapsed time per iteration (s): 0.37 | learning rate: 1.964E-04 | global batch size: 256 | lm loss: 3.635574E+00 | grad norm: 0.324 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.334 | TFLOPs: 32.46 | 7: iteration 6030/ 60336 | consumed samples: 1543680 | consumed tokens: 3161456640 | elapsed time per iteration (s): 0.37 | learning rate: 1.964E-04 | global batch size: 256 | lm loss: 3.624067E+00 | grad norm: 0.316 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.676 | TFLOPs: 32.42 | 7: iteration 6040/ 60336 | consumed samples: 1546240 | consumed tokens: 3166699520 | elapsed time per iteration (s): 0.37 | learning rate: 1.963E-04 | global batch size: 256 | lm loss: 3.641432E+00 | grad norm: 0.345 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.661 | TFLOPs: 32.42 | 7: iteration 6050/ 60336 | consumed samples: 1548800 | consumed tokens: 3171942400 | elapsed time per iteration (s): 0.37 | learning rate: 1.963E-04 | global batch size: 256 | lm loss: 3.626096E+00 | grad norm: 0.329 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.841 | TFLOPs: 32.43 | 7: iteration 6060/ 60336 | consumed samples: 1551360 | consumed tokens: 3177185280 | elapsed time per iteration (s): 0.37 | learning rate: 1.963E-04 | global batch size: 256 | lm loss: 3.633862E+00 | grad norm: 0.355 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.604 | TFLOPs: 32.42 | 7: iteration 6070/ 60336 | consumed samples: 1553920 | consumed tokens: 3182428160 | elapsed time per iteration (s): 0.37 | learning rate: 1.963E-04 | global batch size: 256 | lm loss: 3.630286E+00 | grad norm: 0.319 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.446 | TFLOPs: 32.41 | 7: iteration 6080/ 60336 | consumed samples: 1556480 | consumed tokens: 3187671040 | elapsed time per iteration (s): 0.37 | learning rate: 1.963E-04 | global batch size: 256 | lm loss: 3.621703E+00 | grad norm: 0.304 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.830 | TFLOPs: 32.43 | 7: iteration 6090/ 60336 | consumed samples: 1559040 | consumed tokens: 3192913920 | elapsed time per iteration (s): 0.37 | learning rate: 1.963E-04 | global batch size: 256 | lm loss: 3.625319E+00 | grad norm: 0.329 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.380 | TFLOPs: 32.41 | 7: iteration 6100/ 60336 | consumed samples: 1561600 | consumed tokens: 3198156800 | elapsed time per iteration (s): 0.37 | learning rate: 1.963E-04 | global batch size: 256 | lm loss: 3.620889E+00 | grad norm: 0.333 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.418 | TFLOPs: 32.41 | 7: iteration 6110/ 60336 | consumed samples: 1564160 | consumed tokens: 3203399680 | elapsed time per iteration (s): 0.37 | learning rate: 1.963E-04 | global batch size: 256 | lm loss: 3.623846E+00 | grad norm: 0.333 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.926 | TFLOPs: 32.44 | 7: iteration 6120/ 60336 | consumed samples: 1566720 | consumed tokens: 3208642560 | elapsed time per iteration (s): 0.37 | learning rate: 1.962E-04 | global batch size: 256 | lm loss: 3.641877E+00 | grad norm: 0.354 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.462 | TFLOPs: 32.41 | 7: iteration 6130/ 60336 | consumed samples: 1569280 | consumed tokens: 3213885440 | elapsed time per iteration (s): 0.37 | learning rate: 1.962E-04 | global batch size: 256 | lm loss: 3.615459E+00 | grad norm: 0.299 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.127 | TFLOPs: 32.40 | 7: iteration 6140/ 60336 | consumed samples: 1571840 | consumed tokens: 3219128320 | elapsed time per iteration (s): 0.37 | learning rate: 1.962E-04 | global batch size: 256 | lm loss: 3.632251E+00 | grad norm: 0.325 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.941 | TFLOPs: 32.39 | 7: iteration 6150/ 60336 | consumed samples: 1574400 | consumed tokens: 3224371200 | elapsed time per iteration (s): 0.37 | learning rate: 1.962E-04 | global batch size: 256 | lm loss: 3.635109E+00 | grad norm: 0.352 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.889 | TFLOPs: 32.39 | 7: iteration 6160/ 60336 | consumed samples: 1576960 | consumed tokens: 3229614080 | elapsed time per iteration (s): 0.37 | learning rate: 1.962E-04 | global batch size: 256 | lm loss: 3.626198E+00 | grad norm: 0.314 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.438 | TFLOPs: 32.41 | 7: iteration 6170/ 60336 | consumed samples: 1579520 | consumed tokens: 3234856960 | elapsed time per iteration (s): 0.37 | learning rate: 1.962E-04 | global batch size: 256 | lm loss: 3.626055E+00 | grad norm: 0.297 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.124 | TFLOPs: 32.40 | 7: iteration 6180/ 60336 | consumed samples: 1582080 | consumed tokens: 3240099840 | elapsed time per iteration (s): 0.37 | learning rate: 1.962E-04 | global batch size: 256 | lm loss: 3.625398E+00 | grad norm: 0.270 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.598 | TFLOPs: 32.37 | 7: iteration 6190/ 60336 | consumed samples: 1584640 | consumed tokens: 3245342720 | elapsed time per iteration (s): 0.37 | learning rate: 1.961E-04 | global batch size: 256 | lm loss: 3.619683E+00 | grad norm: 0.329 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.703 | TFLOPs: 32.38 | 7: iteration 6200/ 60336 | consumed samples: 1587200 | consumed tokens: 3250585600 | elapsed time per iteration (s): 0.37 | learning rate: 1.961E-04 | global batch size: 256 | lm loss: 3.601417E+00 | grad norm: 0.302 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.631 | TFLOPs: 32.38 | 7: iteration 6210/ 60336 | consumed samples: 1589760 | consumed tokens: 3255828480 | elapsed time per iteration (s): 0.37 | learning rate: 1.961E-04 | global batch size: 256 | lm loss: 3.620918E+00 | grad norm: 0.289 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.763 | TFLOPs: 32.38 | 7: iteration 6220/ 60336 | consumed samples: 1592320 | consumed tokens: 3261071360 | elapsed time per iteration (s): 0.37 | learning rate: 1.961E-04 | global batch size: 256 | lm loss: 3.630643E+00 | grad norm: 0.335 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.582 | TFLOPs: 32.37 | 7: iteration 6230/ 60336 | consumed samples: 1594880 | consumed tokens: 3266314240 | elapsed time per iteration (s): 0.37 | learning rate: 1.961E-04 | global batch size: 256 | lm loss: 3.618528E+00 | grad norm: 0.315 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.489 | TFLOPs: 32.37 | 7: iteration 6240/ 60336 | consumed samples: 1597440 | consumed tokens: 3271557120 | elapsed time per iteration (s): 0.37 | learning rate: 1.961E-04 | global batch size: 256 | lm loss: 3.608476E+00 | grad norm: 0.317 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.400 | TFLOPs: 32.37 | 7: iteration 6250/ 60336 | consumed samples: 1600000 | consumed tokens: 3276800000 | elapsed time per iteration (s): 0.37 | learning rate: 1.961E-04 | global batch size: 256 | lm loss: 3.617151E+00 | grad norm: 0.368 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.967 | TFLOPs: 32.35 | 7: iteration 6260/ 60336 | consumed samples: 1602560 | consumed tokens: 3282042880 | elapsed time per iteration (s): 0.37 | learning rate: 1.960E-04 | global batch size: 256 | lm loss: 3.615978E+00 | grad norm: 0.322 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.421 | TFLOPs: 32.37 | 7: iteration 6270/ 60336 | consumed samples: 1605120 | consumed tokens: 3287285760 | elapsed time per iteration (s): 0.37 | learning rate: 1.960E-04 | global batch size: 256 | lm loss: 3.616321E+00 | grad norm: 0.331 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.681 | TFLOPs: 32.38 | 7: iteration 6280/ 60336 | consumed samples: 1607680 | consumed tokens: 3292528640 | elapsed time per iteration (s): 0.37 | learning rate: 1.960E-04 | global batch size: 256 | lm loss: 3.618579E+00 | grad norm: 0.321 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.275 | TFLOPs: 32.41 | 7: iteration 6290/ 60336 | consumed samples: 1610240 | consumed tokens: 3297771520 | elapsed time per iteration (s): 0.37 | learning rate: 1.960E-04 | global batch size: 256 | lm loss: 3.600816E+00 | grad norm: 0.303 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.533 | TFLOPs: 32.42 | 7: iteration 6300/ 60336 | consumed samples: 1612800 | consumed tokens: 3303014400 | elapsed time per iteration (s): 0.38 | learning rate: 1.960E-04 | global batch size: 256 | lm loss: 3.634528E+00 | grad norm: 0.306 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 673.761 | TFLOPs: 31.45 | 7: iteration 6310/ 60336 | consumed samples: 1615360 | consumed tokens: 3308257280 | elapsed time per iteration (s): 0.37 | learning rate: 1.960E-04 | global batch size: 256 | lm loss: 3.617772E+00 | grad norm: 0.305 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.829 | TFLOPs: 32.43 | 7: iteration 6320/ 60336 | consumed samples: 1617920 | consumed tokens: 3313500160 | elapsed time per iteration (s): 0.37 | learning rate: 1.960E-04 | global batch size: 256 | lm loss: 3.617064E+00 | grad norm: 0.390 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.237 | TFLOPs: 32.40 | 7: iteration 6330/ 60336 | consumed samples: 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iteration 6360/ 60336 | consumed samples: 1628160 | consumed tokens: 3334471680 | elapsed time per iteration (s): 0.37 | learning rate: 1.959E-04 | global batch size: 256 | lm loss: 3.603806E+00 | grad norm: 0.334 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.424 | TFLOPs: 32.41 | 7: iteration 6370/ 60336 | consumed samples: 1630720 | consumed tokens: 3339714560 | elapsed time per iteration (s): 0.37 | learning rate: 1.959E-04 | global batch size: 256 | lm loss: 3.607691E+00 | grad norm: 0.317 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.787 | TFLOPs: 32.43 | 7: iteration 6380/ 60336 | consumed samples: 1633280 | consumed tokens: 3344957440 | elapsed time per iteration (s): 0.37 | learning rate: 1.959E-04 | global batch size: 256 | lm loss: 3.605959E+00 | grad norm: 0.289 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per 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number of nan iterations: 0 | samples per second: 694.081 | TFLOPs: 32.40 | 7: iteration 6420/ 60336 | consumed samples: 1643520 | consumed tokens: 3365928960 | elapsed time per iteration (s): 0.37 | learning rate: 1.958E-04 | global batch size: 256 | lm loss: 3.600046E+00 | grad norm: 0.339 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.742 | TFLOPs: 32.38 | 7: iteration 6430/ 60336 | consumed samples: 1646080 | consumed tokens: 3371171840 | elapsed time per iteration (s): 0.37 | learning rate: 1.958E-04 | global batch size: 256 | lm loss: 3.619722E+00 | grad norm: 0.288 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.868 | TFLOPs: 32.43 | 7: iteration 6440/ 60336 | consumed samples: 1648640 | consumed tokens: 3376414720 | elapsed time per iteration (s): 0.37 | learning rate: 1.958E-04 | global batch size: 256 | lm loss: 3.603049E+00 | grad norm: 0.300 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.849 | TFLOPs: 32.43 | 7: iteration 6450/ 60336 | consumed samples: 1651200 | consumed tokens: 3381657600 | elapsed time per iteration (s): 0.37 | learning rate: 1.958E-04 | global batch size: 256 | lm loss: 3.619776E+00 | grad norm: 0.283 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.722 | TFLOPs: 32.43 | 7: iteration 6460/ 60336 | consumed samples: 1653760 | consumed tokens: 3386900480 | elapsed time per iteration (s): 0.37 | learning rate: 1.958E-04 | global batch size: 256 | lm loss: 3.611847E+00 | grad norm: 0.376 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.596 | TFLOPs: 32.42 | 7: iteration 6470/ 60336 | consumed samples: 1656320 | consumed tokens: 3392143360 | elapsed time per iteration (s): 0.37 | learning rate: 1.957E-04 | global batch size: 256 | lm loss: 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1.957E-04 | global batch size: 256 | lm loss: 3.612022E+00 | grad norm: 0.312 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.294 | TFLOPs: 32.41 | 7: iteration 6510/ 60336 | consumed samples: 1666560 | consumed tokens: 3413114880 | elapsed time per iteration (s): 0.37 | learning rate: 1.957E-04 | global batch size: 256 | lm loss: 3.591044E+00 | grad norm: 0.307 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.948 | TFLOPs: 32.39 | 7: iteration 6520/ 60336 | consumed samples: 1669120 | consumed tokens: 3418357760 | elapsed time per iteration (s): 0.37 | learning rate: 1.957E-04 | global batch size: 256 | lm loss: 3.598944E+00 | grad norm: 0.317 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.568 | TFLOPs: 32.37 | 7: iteration 6530/ 60336 | consumed samples: 1671680 | consumed tokens: 3423600640 | elapsed time per iteration (s): 0.37 | learning rate: 1.957E-04 | global batch size: 256 | lm loss: 3.608504E+00 | grad norm: 0.322 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.093 | TFLOPs: 32.35 | 7: iteration 6540/ 60336 | consumed samples: 1674240 | consumed tokens: 3428843520 | elapsed time per iteration (s): 0.37 | learning rate: 1.956E-04 | global batch size: 256 | lm loss: 3.605050E+00 | grad norm: 0.372 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.413 | TFLOPs: 32.37 | 7: iteration 6550/ 60336 | consumed samples: 1676800 | consumed tokens: 3434086400 | elapsed time per iteration (s): 0.37 | learning rate: 1.956E-04 | global batch size: 256 | lm loss: 3.610413E+00 | grad norm: 0.322 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.466 | TFLOPs: 32.32 | 7: iteration 6560/ 60336 | consumed samples: 1679360 | consumed 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second: 694.402 | TFLOPs: 32.41 | 7: iteration 6880/ 60336 | consumed samples: 1761280 | consumed tokens: 3607101440 | elapsed time per iteration (s): 0.37 | learning rate: 1.951E-04 | global batch size: 256 | lm loss: 3.568817E+00 | grad norm: 0.325 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.761 | TFLOPs: 32.43 | 7: iteration 6890/ 60336 | consumed samples: 1763840 | consumed tokens: 3612344320 | elapsed time per iteration (s): 0.37 | learning rate: 1.951E-04 | global batch size: 256 | lm loss: 3.573886E+00 | grad norm: 0.308 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.244 | TFLOPs: 32.40 | 7: iteration 6900/ 60336 | consumed samples: 1766400 | consumed tokens: 3617587200 | elapsed time per iteration (s): 0.37 | learning rate: 1.951E-04 | global batch size: 256 | lm loss: 3.574158E+00 | grad norm: 0.332 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.780 | TFLOPs: 32.43 | 7: iteration 6910/ 60336 | consumed samples: 1768960 | consumed tokens: 3622830080 | elapsed time per iteration (s): 0.37 | learning rate: 1.951E-04 | global batch size: 256 | lm loss: 3.577728E+00 | grad norm: 0.327 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.787 | TFLOPs: 32.43 | 7: iteration 6920/ 60336 | consumed samples: 1771520 | consumed tokens: 3628072960 | elapsed time per iteration (s): 0.37 | learning rate: 1.951E-04 | global batch size: 256 | lm loss: 3.585160E+00 | grad norm: 0.309 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.622 | TFLOPs: 32.42 | 7: iteration 6930/ 60336 | consumed samples: 1774080 | consumed tokens: 3633315840 | elapsed time per iteration (s): 0.37 | learning rate: 1.951E-04 | global batch size: 256 | lm loss: 3.569382E+00 | grad norm: 0.340 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.763 | TFLOPs: 32.43 | 7: iteration 6940/ 60336 | consumed samples: 1776640 | consumed tokens: 3638558720 | elapsed time per iteration (s): 0.37 | learning rate: 1.950E-04 | global batch size: 256 | lm loss: 3.574013E+00 | grad norm: 0.354 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.376 | TFLOPs: 32.41 | 7: iteration 6950/ 60336 | consumed samples: 1779200 | consumed tokens: 3643801600 | elapsed time per iteration (s): 0.37 | learning rate: 1.950E-04 | global batch size: 256 | lm loss: 3.577665E+00 | grad norm: 0.346 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.219 | TFLOPs: 32.40 | 7: iteration 6960/ 60336 | consumed samples: 1781760 | consumed tokens: 3649044480 | elapsed time per iteration (s): 0.37 | learning rate: 1.950E-04 | global batch size: 256 | lm loss: 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1.950E-04 | global batch size: 256 | lm loss: 3.590495E+00 | grad norm: 0.299 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.410 | TFLOPs: 32.41 | 7: iteration 7000/ 60336 | consumed samples: 1792000 | consumed tokens: 3670016000 | elapsed time per iteration (s): 0.37 | learning rate: 1.950E-04 | global batch size: 256 | lm loss: 3.564037E+00 | grad norm: 0.326 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.540 | TFLOPs: 32.42 | 7: ----------------------------------------------------------------------------------------------- 7: validation loss at iteration 7000 | lm loss value: 3.816602E+00 | lm loss PPL: 4.544950E+01 | 7: ----------------------------------------------------------------------------------------------- 0: saving checkpoint at iteration 7000 to checkpoints_146m32b100m 0: [2023-03-16 10:46:10,479] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] 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checkpoints_146m32b100m/global_step7000/bf16_zero_pp_rank_27_mp_rank_00_optim_states.pt 7: [2023-03-16 10:46:10,864] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step7000/bf16_zero_pp_rank_59_mp_rank_00_optim_states.pt. 3: [2023-03-16 10:46:10,864] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step7000 is ready now! 7: [2023-03-16 10:46:10,864] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step7000/bf16_zero_pp_rank_59_mp_rank_00_optim_states.pt 7: [2023-03-16 10:46:10,864] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step7000 is ready now! 3: [2023-03-16 10:46:10,864] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step7000/bf16_zero_pp_rank_31_mp_rank_00_optim_states.pt. 3: [2023-03-16 10:46:10,864] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step7000/bf16_zero_pp_rank_25_mp_rank_00_optim_states.pt. 3: [2023-03-16 10:46:10,864] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step7000/bf16_zero_pp_rank_24_mp_rank_00_optim_states.pt. 3: [2023-03-16 10:46:10,865] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step7000/bf16_zero_pp_rank_31_mp_rank_00_optim_states.pt 3: [2023-03-16 10:46:10,865] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step7000/bf16_zero_pp_rank_25_mp_rank_00_optim_states.pt 3: [2023-03-16 10:46:10,865] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step7000 is ready now! 3: [2023-03-16 10:46:10,865] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step7000 is ready now! 3: [2023-03-16 10:46:10,865] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved 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save-checkpoint: 422.84 7: iteration 7010/ 60336 | consumed samples: 1794560 | consumed tokens: 3675258880 | elapsed time per iteration (s): 0.42 | learning rate: 1.949E-04 | global batch size: 256 | lm loss: 3.565541E+00 | grad norm: 0.345 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 609.768 | TFLOPs: 28.46 | 7: iteration 7020/ 60336 | consumed samples: 1797120 | consumed tokens: 3680501760 | elapsed time per iteration (s): 0.37 | learning rate: 1.949E-04 | global batch size: 256 | lm loss: 3.575359E+00 | grad norm: 0.341 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.375 | TFLOPs: 32.41 | 7: iteration 7030/ 60336 | consumed samples: 1799680 | consumed tokens: 3685744640 | elapsed time per iteration (s): 0.37 | learning rate: 1.949E-04 | global batch size: 256 | lm loss: 3.579018E+00 | grad norm: 0.322 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.831 | TFLOPs: 32.39 | 7: iteration 7040/ 60336 | consumed samples: 1802240 | consumed tokens: 3690987520 | elapsed time per iteration (s): 0.37 | learning rate: 1.949E-04 | global batch size: 256 | lm loss: 3.566423E+00 | grad norm: 0.381 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.252 | TFLOPs: 32.41 | 7: iteration 7050/ 60336 | consumed samples: 1804800 | consumed tokens: 3696230400 | elapsed time per iteration (s): 0.37 | learning rate: 1.949E-04 | global batch size: 256 | lm loss: 3.568085E+00 | grad norm: 0.357 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.055 | TFLOPs: 32.40 | 7: iteration 7060/ 60336 | consumed samples: 1807360 | consumed tokens: 3701473280 | elapsed time per iteration (s): 0.37 | learning rate: 1.949E-04 | global batch size: 256 | lm loss: 3.591333E+00 | grad norm: 0.295 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.264 | TFLOPs: 32.41 | 7: iteration 7070/ 60336 | consumed samples: 1809920 | consumed tokens: 3706716160 | elapsed time per iteration (s): 0.37 | learning rate: 1.948E-04 | global batch size: 256 | lm loss: 3.579483E+00 | grad norm: 0.295 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.167 | TFLOPs: 32.40 | 7: iteration 7080/ 60336 | consumed samples: 1812480 | consumed tokens: 3711959040 | elapsed time per iteration (s): 0.37 | learning rate: 1.948E-04 | global batch size: 256 | lm loss: 3.568768E+00 | grad norm: 0.312 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.374 | TFLOPs: 32.41 | 7: iteration 7090/ 60336 | consumed samples: 1815040 | consumed tokens: 3717201920 | elapsed time per iteration (s): 0.37 | learning rate: 1.948E-04 | global batch size: 256 | lm loss: 3.577412E+00 | grad norm: 0.310 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.328 | TFLOPs: 32.18 | 7: iteration 7100/ 60336 | consumed samples: 1817600 | consumed tokens: 3722444800 | elapsed time per iteration (s): 0.37 | learning rate: 1.948E-04 | global batch size: 256 | lm loss: 3.557136E+00 | grad norm: 0.317 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.921 | TFLOPs: 32.39 | 7: iteration 7110/ 60336 | consumed samples: 1820160 | consumed tokens: 3727687680 | elapsed time per iteration (s): 0.37 | learning rate: 1.948E-04 | global batch size: 256 | lm loss: 3.577795E+00 | grad norm: 0.309 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.709 | TFLOPs: 32.38 | 7: iteration 7120/ 60336 | consumed samples: 1822720 | consumed tokens: 3732930560 | elapsed time per iteration (s): 0.37 | learning rate: 1.948E-04 | global batch size: 256 | lm loss: 3.552314E+00 | grad norm: 0.290 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.142 | TFLOPs: 32.40 | 7: iteration 7130/ 60336 | consumed samples: 1825280 | consumed tokens: 3738173440 | elapsed time per iteration (s): 0.37 | learning rate: 1.947E-04 | global batch size: 256 | lm loss: 3.568746E+00 | grad norm: 0.289 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.133 | TFLOPs: 32.40 | 7: iteration 7140/ 60336 | consumed samples: 1827840 | consumed tokens: 3743416320 | elapsed time per iteration (s): 0.37 | learning rate: 1.947E-04 | global batch size: 256 | lm loss: 3.556610E+00 | grad norm: 0.315 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.813 | TFLOPs: 32.38 | 7: iteration 7150/ 60336 | consumed samples: 1830400 | consumed tokens: 3748659200 | elapsed time per iteration (s): 0.37 | 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iteration 7240/ 60336 | consumed samples: 1853440 | consumed tokens: 3795845120 | elapsed time per iteration (s): 0.37 | learning rate: 1.946E-04 | global batch size: 256 | lm loss: 3.549392E+00 | grad norm: 0.338 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.430 | TFLOPs: 32.37 | 7: iteration 7250/ 60336 | consumed samples: 1856000 | consumed tokens: 3801088000 | elapsed time per iteration (s): 0.37 | learning rate: 1.946E-04 | global batch size: 256 | lm loss: 3.571341E+00 | grad norm: 0.308 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.831 | TFLOPs: 32.39 | 7: iteration 7260/ 60336 | consumed samples: 1858560 | consumed tokens: 3806330880 | elapsed time per iteration (s): 0.37 | learning rate: 1.945E-04 | global batch size: 256 | lm loss: 3.559312E+00 | grad norm: 0.335 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.949 | TFLOPs: 32.39 | 7: iteration 7270/ 60336 | consumed samples: 1861120 | consumed tokens: 3811573760 | elapsed time per iteration (s): 0.37 | learning rate: 1.945E-04 | global batch size: 256 | lm loss: 3.562051E+00 | grad norm: 0.365 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.712 | TFLOPs: 32.10 | 7: iteration 7280/ 60336 | consumed samples: 1863680 | consumed tokens: 3816816640 | elapsed time per iteration (s): 0.37 | learning rate: 1.945E-04 | global batch size: 256 | lm loss: 3.556748E+00 | grad norm: 0.359 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.755 | TFLOPs: 32.43 | 7: iteration 7290/ 60336 | consumed samples: 1866240 | consumed tokens: 3822059520 | elapsed time per iteration (s): 0.37 | learning rate: 1.945E-04 | global batch size: 256 | lm loss: 3.568747E+00 | grad norm: 0.367 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.799 | TFLOPs: 32.43 | 7: iteration 7300/ 60336 | consumed samples: 1868800 | consumed tokens: 3827302400 | elapsed time per iteration (s): 0.37 | learning rate: 1.945E-04 | global batch size: 256 | lm loss: 3.553883E+00 | grad norm: 0.337 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.006 | TFLOPs: 32.39 | 7: iteration 7310/ 60336 | consumed samples: 1871360 | consumed tokens: 3832545280 | elapsed time per iteration (s): 0.37 | learning rate: 1.945E-04 | global batch size: 256 | lm loss: 3.551577E+00 | grad norm: 0.288 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.722 | TFLOPs: 32.38 | 7: iteration 7320/ 60336 | consumed samples: 1873920 | consumed tokens: 3837788160 | elapsed time per iteration (s): 0.37 | learning rate: 1.944E-04 | global batch size: 256 | lm loss: 3.541701E+00 | grad norm: 0.319 | num zeros: 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3.560065E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.026 | TFLOPs: 32.39 | 7: iteration 7360/ 60336 | consumed samples: 1884160 | consumed tokens: 3858759680 | elapsed time per iteration (s): 0.37 | learning rate: 1.944E-04 | global batch size: 256 | lm loss: 3.543461E+00 | grad norm: 0.393 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.170 | TFLOPs: 32.40 | 7: iteration 7370/ 60336 | consumed samples: 1886720 | consumed tokens: 3864002560 | elapsed time per iteration (s): 0.37 | learning rate: 1.944E-04 | global batch size: 256 | lm loss: 3.561937E+00 | grad norm: 0.323 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.406 | TFLOPs: 32.41 | 7: iteration 7380/ 60336 | consumed samples: 1889280 | consumed tokens: 3869245440 | elapsed time per iteration (s): 0.37 | learning rate: 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consumed samples: 1912320 | consumed tokens: 3916431360 | elapsed time per iteration (s): 0.37 | learning rate: 1.942E-04 | global batch size: 256 | lm loss: 3.551049E+00 | grad norm: 0.288 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.252 | TFLOPs: 32.41 | 7: iteration 7480/ 60336 | consumed samples: 1914880 | consumed tokens: 3921674240 | elapsed time per iteration (s): 0.37 | learning rate: 1.942E-04 | global batch size: 256 | lm loss: 3.539993E+00 | grad norm: 0.345 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.836 | TFLOPs: 32.39 | 7: iteration 7490/ 60336 | consumed samples: 1917440 | consumed tokens: 3926917120 | elapsed time per iteration (s): 0.37 | learning rate: 1.942E-04 | global batch size: 256 | lm loss: 3.549233E+00 | grad norm: 0.344 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.591 | TFLOPs: 32.37 | 7: iteration 7500/ 60336 | consumed samples: 1920000 | consumed tokens: 3932160000 | elapsed time per iteration (s): 0.37 | learning rate: 1.941E-04 | global batch size: 256 | lm loss: 3.536142E+00 | grad norm: 0.348 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.520 | TFLOPs: 32.37 | 7: iteration 7510/ 60336 | consumed samples: 1922560 | consumed tokens: 3937402880 | elapsed time per iteration (s): 0.37 | learning rate: 1.941E-04 | global batch size: 256 | lm loss: 3.557033E+00 | grad norm: 0.290 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.045 | TFLOPs: 32.40 | 7: iteration 7520/ 60336 | consumed samples: 1925120 | consumed tokens: 3942645760 | elapsed time per iteration (s): 0.37 | learning rate: 1.941E-04 | global batch size: 256 | lm loss: 3.549239E+00 | grad norm: 0.329 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.200 | TFLOPs: 32.40 | 7: iteration 7530/ 60336 | consumed samples: 1927680 | consumed tokens: 3947888640 | elapsed time per iteration (s): 0.37 | learning rate: 1.941E-04 | global batch size: 256 | lm loss: 3.550996E+00 | grad norm: 0.315 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.092 | TFLOPs: 32.40 | 7: iteration 7540/ 60336 | consumed samples: 1930240 | consumed tokens: 3953131520 | elapsed time per iteration (s): 0.37 | learning rate: 1.941E-04 | global batch size: 256 | lm loss: 3.554869E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.754 | TFLOPs: 32.43 | 7: iteration 7550/ 60336 | consumed samples: 1932800 | consumed tokens: 3958374400 | elapsed time per iteration (s): 0.37 | learning rate: 1.941E-04 | global batch size: 256 | lm loss: 3.544969E+00 | grad norm: 0.286 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.688 | TFLOPs: 32.43 | 7: iteration 7560/ 60336 | consumed samples: 1935360 | consumed tokens: 3963617280 | elapsed time per iteration (s): 0.37 | learning rate: 1.940E-04 | global batch size: 256 | lm loss: 3.540847E+00 | grad norm: 0.300 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.264 | TFLOPs: 32.41 | 7: iteration 7570/ 60336 | consumed samples: 1937920 | consumed tokens: 3968860160 | elapsed time per iteration (s): 0.37 | learning rate: 1.940E-04 | global batch size: 256 | lm loss: 3.533019E+00 | grad norm: 0.285 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.332 | TFLOPs: 32.41 | 7: iteration 7580/ 60336 | consumed samples: 1940480 | consumed tokens: 3974103040 | elapsed time per iteration (s): 0.37 | learning rate: 1.940E-04 | global batch size: 256 | lm loss: 3.556638E+00 | grad norm: 0.333 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.540 | TFLOPs: 32.37 | 7: iteration 7590/ 60336 | consumed samples: 1943040 | consumed tokens: 3979345920 | elapsed time per iteration (s): 0.37 | learning rate: 1.940E-04 | global batch size: 256 | lm loss: 3.536821E+00 | grad norm: 0.341 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.914 | TFLOPs: 32.39 | 7: iteration 7600/ 60336 | consumed samples: 1945600 | consumed tokens: 3984588800 | elapsed time per iteration (s): 0.37 | learning rate: 1.940E-04 | global batch size: 256 | lm loss: 3.538609E+00 | grad norm: 0.314 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.341 | TFLOPs: 32.41 | 7: iteration 7610/ 60336 | consumed samples: 1948160 | consumed tokens: 3989831680 | elapsed time per iteration (s): 0.37 | learning rate: 1.940E-04 | global batch size: 256 | lm loss: 3.549317E+00 | grad norm: 0.301 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.905 | TFLOPs: 32.39 | 7: iteration 7620/ 60336 | consumed samples: 1950720 | consumed tokens: 3995074560 | elapsed time per iteration (s): 0.37 | learning rate: 1.939E-04 | global batch size: 256 | lm loss: 3.554338E+00 | grad norm: 0.323 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.174 | TFLOPs: 32.40 | 7: iteration 7630/ 60336 | consumed samples: 1953280 | consumed tokens: 4000317440 | elapsed time per iteration (s): 0.37 | learning rate: 1.939E-04 | global batch size: 256 | lm loss: 3.521658E+00 | grad norm: 0.344 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.554 | TFLOPs: 32.42 | 7: iteration 7640/ 60336 | consumed samples: 1955840 | consumed tokens: 4005560320 | elapsed time per iteration (s): 0.37 | learning rate: 1.939E-04 | global batch size: 256 | lm loss: 3.520378E+00 | grad norm: 0.322 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.067 | TFLOPs: 32.40 | 7: iteration 7650/ 60336 | consumed samples: 1958400 | consumed tokens: 4010803200 | elapsed time per iteration (s): 0.37 | learning rate: 1.939E-04 | global batch size: 256 | lm loss: 3.536226E+00 | grad norm: 0.344 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.288 | TFLOPs: 32.41 | 7: iteration 7660/ 60336 | consumed samples: 1960960 | consumed tokens: 4016046080 | elapsed time per iteration (s): 0.37 | learning rate: 1.939E-04 | global batch size: 256 | lm loss: 3.524794E+00 | grad norm: 0.308 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.650 | TFLOPs: 32.42 | 7: iteration 7670/ 60336 | consumed samples: 1963520 | consumed tokens: 4021288960 | elapsed time per iteration (s): 0.37 | learning rate: 1.939E-04 | global batch size: 256 | lm loss: 3.542712E+00 | grad norm: 0.321 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.259 | TFLOPs: 32.41 | 7: iteration 7680/ 60336 | consumed samples: 1966080 | consumed tokens: 4026531840 | elapsed time per iteration (s): 0.37 | learning rate: 1.938E-04 | global batch size: 256 | lm loss: 3.545331E+00 | grad norm: 0.326 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.889 | TFLOPs: 32.43 | 7: iteration 7690/ 60336 | consumed samples: 1968640 | consumed tokens: 4031774720 | elapsed time per iteration (s): 0.37 | learning rate: 1.938E-04 | global batch size: 256 | lm loss: 3.521489E+00 | grad norm: 0.284 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.679 | TFLOPs: 32.43 | 7: iteration 7700/ 60336 | consumed samples: 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second: 694.057 | TFLOPs: 32.40 | 7: iteration 7760/ 60336 | consumed samples: 1986560 | consumed tokens: 4068474880 | elapsed time per iteration (s): 0.37 | learning rate: 1.937E-04 | global batch size: 256 | lm loss: 3.548139E+00 | grad norm: 0.314 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.000 | TFLOPs: 32.39 | 7: iteration 7770/ 60336 | consumed samples: 1989120 | consumed tokens: 4073717760 | elapsed time per iteration (s): 0.37 | learning rate: 1.937E-04 | global batch size: 256 | lm loss: 3.518912E+00 | grad norm: 0.287 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.132 | TFLOPs: 32.40 | 7: iteration 7780/ 60336 | consumed samples: 1991680 | consumed tokens: 4078960640 | elapsed time per iteration (s): 0.37 | learning rate: 1.937E-04 | global batch size: 256 | lm loss: 3.534878E+00 | grad norm: 0.327 | num zeros: 0.0 | number of skipped iterations: 0 | 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1.935E-04 | global batch size: 256 | lm loss: 3.538620E+00 | grad norm: 0.287 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.811 | TFLOPs: 32.38 | 7: iteration 7880/ 60336 | consumed samples: 2017280 | consumed tokens: 4131389440 | elapsed time per iteration (s): 0.37 | learning rate: 1.935E-04 | global batch size: 256 | lm loss: 3.532410E+00 | grad norm: 0.302 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.887 | TFLOPs: 32.39 | 7: iteration 7890/ 60336 | consumed samples: 2019840 | consumed tokens: 4136632320 | elapsed time per iteration (s): 0.37 | learning rate: 1.935E-04 | global batch size: 256 | lm loss: 3.512188E+00 | grad norm: 0.307 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.974 | TFLOPs: 32.39 | 7: iteration 7900/ 60336 | consumed samples: 2022400 | consumed tokens: 4141875200 | elapsed time per iteration (s): 0.37 | learning rate: 1.935E-04 | global batch size: 256 | lm loss: 3.527170E+00 | grad norm: 0.311 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.153 | TFLOPs: 32.40 | 7: iteration 7910/ 60336 | consumed samples: 2024960 | consumed tokens: 4147118080 | elapsed time per iteration (s): 0.37 | learning rate: 1.934E-04 | global batch size: 256 | lm loss: 3.515401E+00 | grad norm: 0.290 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.591 | TFLOPs: 32.42 | 7: iteration 7920/ 60336 | consumed samples: 2027520 | consumed tokens: 4152360960 | elapsed time per iteration (s): 0.37 | learning rate: 1.934E-04 | global batch size: 256 | lm loss: 3.516790E+00 | grad norm: 0.308 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.243 | TFLOPs: 32.40 | 7: iteration 7930/ 60336 | consumed samples: 2030080 | consumed tokens: 4157603840 | elapsed time per iteration (s): 0.37 | learning rate: 1.934E-04 | global batch size: 256 | lm loss: 3.515894E+00 | grad norm: 0.315 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.469 | TFLOPs: 32.42 | 7: iteration 7940/ 60336 | consumed samples: 2032640 | consumed tokens: 4162846720 | elapsed time per iteration (s): 0.37 | learning rate: 1.934E-04 | global batch size: 256 | lm loss: 3.526018E+00 | grad norm: 0.314 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.428 | TFLOPs: 32.41 | 7: iteration 7950/ 60336 | consumed samples: 2035200 | consumed tokens: 4168089600 | elapsed time per iteration (s): 0.37 | learning rate: 1.934E-04 | global batch size: 256 | lm loss: 3.522003E+00 | grad norm: 0.313 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.414 | TFLOPs: 32.41 | 7: iteration 7960/ 60336 | consumed samples: 2037760 | consumed tokens: 4173332480 | elapsed time per iteration (s): 0.37 | learning rate: 1.933E-04 | global batch size: 256 | lm loss: 3.533842E+00 | grad norm: 0.380 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.447 | TFLOPs: 32.41 | 7: iteration 7970/ 60336 | consumed samples: 2040320 | consumed tokens: 4178575360 | elapsed time per iteration (s): 0.37 | learning rate: 1.933E-04 | global batch size: 256 | lm loss: 3.537933E+00 | grad norm: 0.302 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.450 | TFLOPs: 32.41 | 7: iteration 7980/ 60336 | consumed samples: 2042880 | consumed tokens: 4183818240 | elapsed time per iteration (s): 0.37 | learning rate: 1.933E-04 | global batch size: 256 | lm loss: 3.525168E+00 | grad norm: 0.341 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.604 | 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----------------------------------------------------------------------------------------------- 7: validation loss at iteration 8000 | lm loss value: 3.801325E+00 | lm loss PPL: 4.476047E+01 | 7: ----------------------------------------------------------------------------------------------- 0: saving checkpoint at iteration 8000 to checkpoints_146m32b100m 0: [2023-03-16 10:52:19,897] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step8000 is begin to save! 0: [2023-03-16 10:52:19,900] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100m/global_step8000/layer_01-model_00-model_states.pt... 0: [2023-03-16 10:52:19,986] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step8000/layer_01-model_00-model_states.pt. 0: [2023-03-16 10:52:19,986] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100m/global_step8000/layer_03-model_00-model_states.pt... 0: [2023-03-16 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checkpoints_146m32b100m/global_step8000/bf16_zero_pp_rank_26_mp_rank_00_optim_states.pt 7: [2023-03-16 10:52:20,266] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step8000 is ready now! 3: [2023-03-16 10:52:20,266] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step8000 is ready now! 7: [2023-03-16 10:52:20,266] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step8000/bf16_zero_pp_rank_59_mp_rank_00_optim_states.pt. 7: [2023-03-16 10:52:20,266] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step8000/bf16_zero_pp_rank_59_mp_rank_00_optim_states.pt 7: [2023-03-16 10:52:20,266] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step8000 is ready now! 0: [2023-03-16 10:52:20,266] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step8000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt. 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checkpoint saved checkpoints_146m32b100m/global_step8000/bf16_zero_pp_rank_9_mp_rank_00_optim_states.pt 1: [2023-03-16 10:52:20,278] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step8000/bf16_zero_pp_rank_11_mp_rank_00_optim_states.pt 1: [2023-03-16 10:52:20,278] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step8000/bf16_zero_pp_rank_14_mp_rank_00_optim_states.pt 1: [2023-03-16 10:52:20,278] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step8000/bf16_zero_pp_rank_15_mp_rank_00_optim_states.pt 1: [2023-03-16 10:52:20,278] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step8000 is ready now! 1: [2023-03-16 10:52:20,278] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step8000 is ready now! 1: [2023-03-16 10:52:20,278] [INFO] [torch_checkpoint_engine.py:27:commit] 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checkpoints_146m32b100m/global_step8000/bf16_zero_pp_rank_38_mp_rank_00_optim_states.pt 4: [2023-03-16 10:52:20,278] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step8000/bf16_zero_pp_rank_37_mp_rank_00_optim_states.pt 0: [2023-03-16 10:52:20,278] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step8000/bf16_zero_pp_rank_7_mp_rank_00_optim_states.pt. 4: [2023-03-16 10:52:20,278] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step8000 is ready now! 4: [2023-03-16 10:52:20,278] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step8000 is ready now! 4: [2023-03-16 10:52:20,278] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step8000 is ready now! 0: [2023-03-16 10:52:20,278] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step8000/bf16_zero_pp_rank_3_mp_rank_00_optim_states.pt. 0: [2023-03-16 10:52:20,278] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step8000/bf16_zero_pp_rank_7_mp_rank_00_optim_states.pt 0: [2023-03-16 10:52:20,278] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step8000/bf16_zero_pp_rank_3_mp_rank_00_optim_states.pt 0: [2023-03-16 10:52:20,278] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step8000 is ready now! 0: [2023-03-16 10:52:20,279] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step8000 is ready now! 6: [2023-03-16 10:52:20,273] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step8000/bf16_zero_pp_rank_54_mp_rank_00_optim_states.pt. 6: [2023-03-16 10:52:20,274] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step8000/bf16_zero_pp_rank_50_mp_rank_00_optim_states.pt 6: [2023-03-16 10:52:20,274] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step8000/bf16_zero_pp_rank_54_mp_rank_00_optim_states.pt 6: [2023-03-16 10:52:20,274] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step8000 is ready now! 6: [2023-03-16 10:52:20,274] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step8000 is ready now! 7: [2023-03-16 10:52:20,282] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step8000/bf16_zero_pp_rank_57_mp_rank_00_optim_states.pt. 7: [2023-03-16 10:52:20,282] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step8000/bf16_zero_pp_rank_57_mp_rank_00_optim_states.pt 7: [2023-03-16 10:52:20,282] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step8000 is ready now! 0: [2023-03-16 10:52:20,291] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step8000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt 0: [2023-03-16 10:52:20,291] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step8000 is ready now! 3: [2023-03-16 10:52:20,299] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step8000/bf16_zero_pp_rank_24_mp_rank_00_optim_states.pt. 3: [2023-03-16 10:52:20,299] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step8000/bf16_zero_pp_rank_24_mp_rank_00_optim_states.pt 3: [2023-03-16 10:52:20,299] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step8000 is ready now! 6: [2023-03-16 10:52:20,302] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step8000/bf16_zero_pp_rank_55_mp_rank_00_optim_states.pt. 6: [2023-03-16 10:52:20,303] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step8000/bf16_zero_pp_rank_55_mp_rank_00_optim_states.pt 6: [2023-03-16 10:52:20,303] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step8000 is ready now! 3: [2023-03-16 10:52:20,304] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step8000/bf16_zero_pp_rank_25_mp_rank_00_optim_states.pt. 3: [2023-03-16 10:52:20,304] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step8000/bf16_zero_pp_rank_25_mp_rank_00_optim_states.pt 3: [2023-03-16 10:52:20,304] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step8000 is ready now! 6: [2023-03-16 10:52:20,308] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step8000/bf16_zero_pp_rank_52_mp_rank_00_optim_states.pt. 6: [2023-03-16 10:52:20,308] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step8000/bf16_zero_pp_rank_52_mp_rank_00_optim_states.pt 6: [2023-03-16 10:52:20,308] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step8000 is ready now! 0: successfully saved checkpoint at iteration 8000 to checkpoints_146m32b100m 7: time (ms) | save-checkpoint: 414.39 7: iteration 8010/ 60336 | consumed samples: 2050560 | consumed tokens: 4199546880 | elapsed time per iteration (s): 0.42 | learning rate: 1.933E-04 | global batch size: 256 | lm loss: 3.521142E+00 | grad norm: 0.273 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 608.166 | TFLOPs: 28.39 | 7: iteration 8020/ 60336 | consumed samples: 2053120 | consumed tokens: 4204789760 | elapsed time per iteration (s): 0.37 | learning rate: 1.932E-04 | global batch size: 256 | lm loss: 3.513606E+00 | grad norm: 0.310 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.699 | TFLOPs: 32.43 | 7: iteration 8030/ 60336 | consumed samples: 2055680 | consumed tokens: 4210032640 | elapsed time per iteration (s): 0.37 | learning rate: 1.932E-04 | global batch size: 256 | lm loss: 3.519963E+00 | grad norm: 0.304 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.023 | TFLOPs: 32.39 | 7: iteration 8040/ 60336 | consumed samples: 2058240 | consumed tokens: 4215275520 | elapsed time per iteration (s): 0.37 | learning rate: 1.932E-04 | global batch size: 256 | lm loss: 3.515286E+00 | grad norm: 0.305 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.764 | TFLOPs: 32.38 | 7: iteration 8050/ 60336 | consumed samples: 2060800 | consumed tokens: 4220518400 | elapsed time per iteration (s): 0.37 | learning rate: 1.932E-04 | global batch size: 256 | lm loss: 3.514862E+00 | grad norm: 0.332 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.140 | TFLOPs: 32.40 | 7: iteration 8060/ 60336 | consumed samples: 2063360 | consumed tokens: 4225761280 | elapsed time per iteration (s): 0.37 | learning rate: 1.932E-04 | global batch size: 256 | lm loss: 3.517336E+00 | grad norm: 0.318 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.925 | TFLOPs: 32.39 | 7: iteration 8070/ 60336 | consumed samples: 2065920 | consumed tokens: 4231004160 | elapsed time per iteration (s): 0.37 | learning rate: 1.931E-04 | global batch size: 256 | lm loss: 3.522934E+00 | grad norm: 0.314 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.070 | TFLOPs: 32.40 | 7: iteration 8080/ 60336 | consumed samples: 2068480 | consumed tokens: 4236247040 | elapsed time per iteration (s): 0.37 | learning rate: 1.931E-04 | global batch size: 256 | lm loss: 3.528508E+00 | grad norm: 0.333 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.761 | TFLOPs: 32.38 | 7: iteration 8090/ 60336 | consumed samples: 2071040 | consumed tokens: 4241489920 | elapsed time per iteration (s): 0.37 | learning rate: 1.931E-04 | global batch size: 256 | lm loss: 3.517968E+00 | grad norm: 0.286 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.582 | TFLOPs: 32.37 | 7: iteration 8100/ 60336 | consumed samples: 2073600 | consumed tokens: 4246732800 | elapsed time per iteration (s): 0.37 | learning rate: 1.931E-04 | global batch size: 256 | lm loss: 3.523651E+00 | grad norm: 0.297 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.154 | TFLOPs: 32.40 | 7: iteration 8110/ 60336 | consumed samples: 2076160 | consumed tokens: 4251975680 | elapsed time per iteration (s): 0.37 | learning rate: 1.931E-04 | global batch size: 256 | lm loss: 3.516636E+00 | grad norm: 0.327 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.366 | TFLOPs: 32.41 | 7: iteration 8120/ 60336 | consumed samples: 2078720 | consumed tokens: 4257218560 | elapsed time per iteration (s): 0.37 | learning rate: 1.931E-04 | global batch size: 256 | lm loss: 3.514882E+00 | grad norm: 0.307 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.729 | TFLOPs: 32.43 | 7: iteration 8130/ 60336 | consumed samples: 2081280 | consumed tokens: 4262461440 | elapsed time per iteration (s): 0.37 | learning rate: 1.930E-04 | global batch size: 256 | lm loss: 3.513052E+00 | grad norm: 0.574 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.682 | TFLOPs: 32.43 | 7: iteration 8140/ 60336 | consumed samples: 2083840 | consumed tokens: 4267704320 | elapsed time per iteration (s): 0.37 | learning rate: 1.930E-04 | global batch size: 256 | lm loss: 3.518237E+00 | grad norm: 0.314 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.640 | TFLOPs: 32.42 | 7: iteration 8150/ 60336 | consumed samples: 2086400 | consumed tokens: 4272947200 | elapsed time per iteration (s): 0.37 | learning rate: 1.930E-04 | global batch size: 256 | lm loss: 3.524060E+00 | grad norm: 0.293 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.560 | TFLOPs: 32.42 | 7: iteration 8160/ 60336 | consumed samples: 2088960 | consumed tokens: 4278190080 | elapsed time per iteration (s): 0.37 | learning rate: 1.930E-04 | global batch size: 256 | lm loss: 3.511066E+00 | grad norm: 0.293 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.900 | TFLOPs: 32.44 | 7: iteration 8170/ 60336 | consumed samples: 2091520 | consumed tokens: 4283432960 | elapsed time per iteration (s): 0.37 | learning rate: 1.930E-04 | global batch size: 256 | lm loss: 3.517493E+00 | grad norm: 0.342 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.836 | TFLOPs: 32.43 | 7: iteration 8180/ 60336 | consumed samples: 2094080 | consumed tokens: 4288675840 | elapsed time per iteration (s): 0.37 | learning rate: 1.929E-04 | global batch size: 256 | lm loss: 3.504634E+00 | grad norm: 0.290 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.240 | TFLOPs: 32.40 | 7: iteration 8190/ 60336 | consumed samples: 2096640 | consumed tokens: 4293918720 | elapsed time per iteration (s): 0.37 | learning rate: 1.929E-04 | global batch size: 256 | lm loss: 3.513447E+00 | grad norm: 0.318 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.501 | TFLOPs: 32.42 | 7: iteration 8200/ 60336 | consumed samples: 2099200 | consumed tokens: 4299161600 | elapsed time per iteration (s): 0.37 | learning rate: 1.929E-04 | global batch size: 256 | lm loss: 3.529263E+00 | grad norm: 0.314 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.669 | TFLOPs: 32.38 | 7: iteration 8210/ 60336 | consumed samples: 2101760 | consumed tokens: 4304404480 | elapsed time per iteration (s): 0.37 | learning rate: 1.929E-04 | global batch size: 256 | lm loss: 3.503643E+00 | grad norm: 0.290 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.107 | TFLOPs: 32.40 | 7: iteration 8220/ 60336 | consumed samples: 2104320 | consumed tokens: 4309647360 | elapsed time per iteration (s): 0.37 | learning rate: 1.929E-04 | global batch size: 256 | lm loss: 3.509269E+00 | grad norm: 0.322 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.224 | TFLOPs: 32.40 | 7: iteration 8230/ 60336 | consumed samples: 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iteration 8260/ 60336 | consumed samples: 2114560 | consumed tokens: 4330618880 | elapsed time per iteration (s): 0.37 | learning rate: 1.928E-04 | global batch size: 256 | lm loss: 3.513351E+00 | grad norm: 0.285 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.454 | TFLOPs: 32.41 | 7: iteration 8270/ 60336 | consumed samples: 2117120 | consumed tokens: 4335861760 | elapsed time per iteration (s): 0.37 | learning rate: 1.928E-04 | global batch size: 256 | lm loss: 3.508524E+00 | grad norm: 0.339 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.858 | TFLOPs: 32.43 | 7: iteration 8280/ 60336 | consumed samples: 2119680 | consumed tokens: 4341104640 | elapsed time per iteration (s): 0.37 | learning rate: 1.928E-04 | global batch size: 256 | lm loss: 3.511340E+00 | grad norm: 0.386 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.437 | TFLOPs: 32.41 | 7: iteration 8290/ 60336 | consumed samples: 2122240 | consumed tokens: 4346347520 | elapsed time per iteration (s): 0.37 | learning rate: 1.927E-04 | global batch size: 256 | lm loss: 3.522972E+00 | grad norm: 0.353 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.220 | TFLOPs: 32.40 | 7: iteration 8300/ 60336 | consumed samples: 2124800 | consumed tokens: 4351590400 | elapsed time per iteration (s): 0.37 | learning rate: 1.927E-04 | global batch size: 256 | lm loss: 3.499920E+00 | grad norm: 0.295 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.751 | TFLOPs: 32.43 | 7: iteration 8310/ 60336 | consumed samples: 2127360 | consumed tokens: 4356833280 | elapsed time per iteration (s): 0.37 | learning rate: 1.927E-04 | global batch size: 256 | lm loss: 3.504407E+00 | grad norm: 0.290 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.766 | TFLOPs: 32.43 | 7: iteration 8320/ 60336 | consumed samples: 2129920 | consumed tokens: 4362076160 | elapsed time per iteration (s): 0.37 | learning rate: 1.927E-04 | global batch size: 256 | lm loss: 3.498099E+00 | grad norm: 0.292 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.641 | TFLOPs: 32.42 | 7: iteration 8330/ 60336 | consumed samples: 2132480 | consumed tokens: 4367319040 | elapsed time per iteration (s): 0.37 | learning rate: 1.927E-04 | global batch size: 256 | lm loss: 3.514423E+00 | grad norm: 0.309 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.633 | TFLOPs: 32.42 | 7: iteration 8340/ 60336 | consumed samples: 2135040 | consumed tokens: 4372561920 | elapsed time per iteration (s): 0.37 | learning rate: 1.927E-04 | global batch size: 256 | lm loss: 3.515800E+00 | grad norm: 0.333 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.812 | TFLOPs: 32.43 | 7: iteration 8350/ 60336 | consumed samples: 2137600 | consumed tokens: 4377804800 | elapsed time per iteration (s): 0.37 | learning rate: 1.926E-04 | global batch size: 256 | lm loss: 3.493586E+00 | grad norm: 0.324 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.874 | TFLOPs: 32.43 | 7: iteration 8360/ 60336 | consumed samples: 2140160 | consumed tokens: 4383047680 | elapsed time per iteration (s): 0.37 | learning rate: 1.926E-04 | global batch size: 256 | lm loss: 3.497443E+00 | grad norm: 0.317 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.473 | TFLOPs: 32.42 | 7: iteration 8370/ 60336 | consumed samples: 2142720 | consumed tokens: 4388290560 | elapsed time per iteration (s): 0.37 | learning rate: 1.926E-04 | global batch size: 256 | lm loss: 3.503491E+00 | grad norm: 0.350 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.319 | TFLOPs: 32.41 | 7: iteration 8380/ 60336 | consumed samples: 2145280 | consumed tokens: 4393533440 | elapsed time per iteration (s): 0.37 | learning rate: 1.926E-04 | global batch size: 256 | lm loss: 3.519766E+00 | grad norm: 0.327 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.888 | TFLOPs: 32.39 | 7: iteration 8390/ 60336 | consumed samples: 2147840 | consumed tokens: 4398776320 | elapsed time per iteration (s): 0.37 | learning rate: 1.926E-04 | global batch size: 256 | lm loss: 3.498785E+00 | grad norm: 0.312 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.277 | TFLOPs: 32.41 | 7: iteration 8400/ 60336 | consumed samples: 2150400 | consumed tokens: 4404019200 | elapsed time per iteration (s): 0.37 | learning rate: 1.925E-04 | global batch size: 256 | lm loss: 3.507026E+00 | grad norm: 0.310 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.291 | TFLOPs: 32.41 | 7: iteration 8410/ 60336 | consumed samples: 2152960 | consumed tokens: 4409262080 | elapsed time per iteration (s): 0.37 | learning rate: 1.925E-04 | global batch size: 256 | lm loss: 3.505661E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.151 | TFLOPs: 32.40 | 7: iteration 8420/ 60336 | consumed samples: 2155520 | consumed tokens: 4414504960 | elapsed time per iteration (s): 0.37 | learning rate: 1.925E-04 | global batch size: 256 | lm loss: 3.492759E+00 | grad norm: 0.284 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.132 | TFLOPs: 32.40 | 7: iteration 8430/ 60336 | consumed samples: 2158080 | consumed tokens: 4419747840 | elapsed time per iteration (s): 0.37 | learning rate: 1.925E-04 | global batch size: 256 | lm loss: 3.501264E+00 | grad norm: 0.317 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.536 | TFLOPs: 32.42 | 7: iteration 8440/ 60336 | consumed samples: 2160640 | consumed tokens: 4424990720 | elapsed time per iteration (s): 0.37 | learning rate: 1.925E-04 | global batch size: 256 | lm loss: 3.510839E+00 | grad norm: 0.331 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.999 | TFLOPs: 32.39 | 7: iteration 8450/ 60336 | consumed samples: 2163200 | consumed tokens: 4430233600 | elapsed time per iteration (s): 0.37 | learning rate: 1.924E-04 | global batch size: 256 | lm loss: 3.497730E+00 | grad norm: 0.317 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.220 | TFLOPs: 32.40 | 7: iteration 8460/ 60336 | consumed samples: 2165760 | consumed 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norm: 0.314 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.947 | TFLOPs: 32.39 | 7: iteration 8610/ 60336 | consumed samples: 2204160 | consumed tokens: 4514119680 | elapsed time per iteration (s): 0.37 | learning rate: 1.921E-04 | global batch size: 256 | lm loss: 3.493160E+00 | grad norm: 0.322 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.308 | TFLOPs: 32.41 | 7: iteration 8620/ 60336 | consumed samples: 2206720 | consumed tokens: 4519362560 | elapsed time per iteration (s): 0.37 | learning rate: 1.921E-04 | global batch size: 256 | lm loss: 3.480067E+00 | grad norm: 0.319 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.657 | TFLOPs: 32.38 | 7: iteration 8630/ 60336 | consumed samples: 2209280 | consumed tokens: 4524605440 | elapsed time per iteration (s): 0.37 | learning rate: 1.921E-04 | global batch 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learning rate: 1.920E-04 | global batch size: 256 | lm loss: 3.489816E+00 | grad norm: 0.302 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.178 | TFLOPs: 32.40 | 7: iteration 8670/ 60336 | consumed samples: 2219520 | consumed tokens: 4545576960 | elapsed time per iteration (s): 0.37 | learning rate: 1.920E-04 | global batch size: 256 | lm loss: 3.477188E+00 | grad norm: 0.328 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.544 | TFLOPs: 32.42 | 7: iteration 8680/ 60336 | consumed samples: 2222080 | consumed tokens: 4550819840 | elapsed time per iteration (s): 0.37 | learning rate: 1.920E-04 | global batch size: 256 | lm loss: 3.480180E+00 | grad norm: 0.330 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.402 | TFLOPs: 32.41 | 7: iteration 8690/ 60336 | consumed samples: 2224640 | consumed tokens: 4556062720 | elapsed time per iteration (s): 0.37 | learning rate: 1.920E-04 | global batch size: 256 | lm loss: 3.490430E+00 | grad norm: 0.344 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.447 | TFLOPs: 32.41 | 7: iteration 8700/ 60336 | consumed samples: 2227200 | consumed tokens: 4561305600 | elapsed time per iteration (s): 0.37 | learning rate: 1.920E-04 | global batch size: 256 | lm loss: 3.478226E+00 | grad norm: 0.307 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.302 | TFLOPs: 32.41 | 7: iteration 8710/ 60336 | consumed samples: 2229760 | consumed tokens: 4566548480 | elapsed time per iteration (s): 0.37 | learning rate: 1.919E-04 | global batch size: 256 | lm loss: 3.492196E+00 | grad norm: 0.340 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.630 | TFLOPs: 32.42 | 7: iteration 8720/ 60336 | consumed samples: 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iteration (s): 0.37 | learning rate: 1.915E-04 | global batch size: 256 | lm loss: 3.487831E+00 | grad norm: 0.312 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.002 | TFLOPs: 32.39 | 7: iteration 8930/ 60336 | consumed samples: 2286080 | consumed tokens: 4681891840 | elapsed time per iteration (s): 0.37 | learning rate: 1.915E-04 | global batch size: 256 | lm loss: 3.472432E+00 | grad norm: 0.286 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.897 | TFLOPs: 32.39 | 7: iteration 8940/ 60336 | consumed samples: 2288640 | consumed tokens: 4687134720 | elapsed time per iteration (s): 0.37 | learning rate: 1.915E-04 | global batch size: 256 | lm loss: 3.485186E+00 | grad norm: 0.356 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.653 | TFLOPs: 32.38 | 7: iteration 8950/ 60336 | consumed samples: 2291200 | consumed 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consumed samples: 2298880 | consumed tokens: 4708106240 | elapsed time per iteration (s): 0.37 | learning rate: 1.914E-04 | global batch size: 256 | lm loss: 3.486461E+00 | grad norm: 0.299 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.108 | TFLOPs: 32.40 | 7: iteration 8990/ 60336 | consumed samples: 2301440 | consumed tokens: 4713349120 | elapsed time per iteration (s): 0.37 | learning rate: 1.914E-04 | global batch size: 256 | lm loss: 3.481734E+00 | grad norm: 0.321 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.119 | TFLOPs: 32.40 | 7: iteration 9000/ 60336 | consumed samples: 2304000 | consumed tokens: 4718592000 | elapsed time per iteration (s): 0.38 | learning rate: 1.914E-04 | global batch size: 256 | lm loss: 3.466750E+00 | grad norm: 0.303 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 667.564 | TFLOPs: 31.16 | 7: ----------------------------------------------------------------------------------------------- 7: validation loss at iteration 9000 | lm loss value: 3.745084E+00 | lm loss PPL: 4.231255E+01 | 7: ----------------------------------------------------------------------------------------------- 0: saving checkpoint at iteration 9000 to checkpoints_146m32b100m 0: [2023-03-16 10:58:35,578] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step9000 is begin to save! 0: [2023-03-16 10:58:35,581] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100m/global_step9000/layer_01-model_00-model_states.pt... 0: [2023-03-16 10:58:35,666] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step9000/layer_01-model_00-model_states.pt. 0: [2023-03-16 10:58:35,667] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100m/global_step9000/layer_03-model_00-model_states.pt... 0: 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ready now! 0: [2023-03-16 10:58:35,982] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step9000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt 0: [2023-03-16 10:58:35,982] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step9000 is ready now! 0: successfully saved checkpoint at iteration 9000 to checkpoints_146m32b100m 7: time (ms) | save-checkpoint: 409.74 7: iteration 9010/ 60336 | consumed samples: 2306560 | consumed tokens: 4723834880 | elapsed time per iteration (s): 0.42 | learning rate: 1.913E-04 | global batch size: 256 | lm loss: 3.480752E+00 | grad norm: 0.331 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 610.289 | TFLOPs: 28.49 | 7: iteration 9020/ 60336 | consumed samples: 2309120 | consumed tokens: 4729077760 | elapsed time per iteration (s): 0.37 | learning rate: 1.913E-04 | global batch size: 256 | lm loss: 3.474350E+00 | grad norm: 0.291 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.403 | TFLOPs: 32.41 | 7: iteration 9030/ 60336 | consumed samples: 2311680 | consumed tokens: 4734320640 | elapsed time per iteration (s): 0.37 | learning rate: 1.913E-04 | global batch size: 256 | lm loss: 3.476521E+00 | grad norm: 0.338 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.963 | TFLOPs: 32.39 | 7: iteration 9040/ 60336 | consumed samples: 2314240 | consumed tokens: 4739563520 | elapsed time per iteration (s): 0.37 | learning rate: 1.913E-04 | global batch size: 256 | lm loss: 3.461127E+00 | grad norm: 0.331 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.038 | TFLOPs: 32.40 | 7: iteration 9050/ 60336 | consumed samples: 2316800 | consumed tokens: 4744806400 | elapsed time per iteration (s): 0.37 | learning rate: 1.913E-04 | global batch size: 256 | lm loss: 3.456636E+00 | grad norm: 0.314 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.004 | TFLOPs: 32.39 | 7: iteration 9060/ 60336 | consumed samples: 2319360 | consumed tokens: 4750049280 | elapsed time per iteration (s): 0.37 | learning rate: 1.912E-04 | global batch size: 256 | lm loss: 3.468793E+00 | grad norm: 0.333 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.763 | TFLOPs: 32.38 | 7: iteration 9070/ 60336 | consumed samples: 2321920 | consumed tokens: 4755292160 | elapsed time per iteration (s): 0.37 | learning rate: 1.912E-04 | global batch size: 256 | lm loss: 3.477728E+00 | grad norm: 0.320 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.230 | TFLOPs: 32.40 | 7: iteration 9080/ 60336 | consumed samples: 2324480 | consumed tokens: 4760535040 | elapsed time per iteration (s): 0.37 | learning rate: 1.912E-04 | global batch size: 256 | lm loss: 3.466206E+00 | grad norm: 0.331 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.907 | TFLOPs: 32.39 | 7: iteration 9090/ 60336 | consumed samples: 2327040 | consumed tokens: 4765777920 | elapsed time per iteration (s): 0.37 | learning rate: 1.912E-04 | global batch size: 256 | lm loss: 3.469746E+00 | grad norm: 0.301 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.854 | TFLOPs: 32.25 | 7: iteration 9100/ 60336 | consumed samples: 2329600 | consumed tokens: 4771020800 | elapsed time per iteration (s): 0.37 | learning rate: 1.912E-04 | global batch size: 256 | lm loss: 3.461542E+00 | grad norm: 0.312 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.486 | TFLOPs: 32.37 | 7: iteration 9110/ 60336 | consumed samples: 2332160 | consumed tokens: 4776263680 | elapsed time per iteration (s): 0.37 | learning rate: 1.911E-04 | global batch size: 256 | lm loss: 3.474331E+00 | grad norm: 0.288 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.041 | TFLOPs: 32.40 | 7: iteration 9120/ 60336 | consumed samples: 2334720 | consumed tokens: 4781506560 | elapsed time per iteration (s): 0.37 | learning rate: 1.911E-04 | global batch size: 256 | lm loss: 3.477656E+00 | grad norm: 0.304 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.812 | TFLOPs: 32.38 | 7: iteration 9130/ 60336 | consumed samples: 2337280 | consumed tokens: 4786749440 | elapsed time per iteration (s): 0.37 | learning rate: 1.911E-04 | global batch size: 256 | lm loss: 3.479657E+00 | grad norm: 0.296 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.150 | TFLOPs: 32.35 | 7: iteration 9140/ 60336 | consumed samples: 2339840 | consumed tokens: 4791992320 | elapsed time per iteration (s): 0.37 | learning rate: 1.911E-04 | global batch size: 256 | lm loss: 3.470007E+00 | grad norm: 0.294 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.905 | TFLOPs: 32.39 | 7: iteration 9150/ 60336 | consumed samples: 2342400 | consumed tokens: 4797235200 | elapsed time per iteration (s): 0.37 | learning rate: 1.911E-04 | global batch size: 256 | lm loss: 3.467812E+00 | grad norm: 0.305 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.838 | TFLOPs: 32.39 | 7: iteration 9160/ 60336 | consumed samples: 2344960 | consumed tokens: 4802478080 | elapsed time per iteration (s): 0.37 | learning rate: 1.910E-04 | global batch size: 256 | lm loss: 3.473840E+00 | grad norm: 0.305 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.879 | TFLOPs: 32.39 | 7: iteration 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nan iterations: 0 | samples per second: 693.638 | TFLOPs: 32.38 | 7: iteration 9230/ 60336 | consumed samples: 2362880 | consumed tokens: 4839178240 | elapsed time per iteration (s): 0.37 | learning rate: 1.909E-04 | global batch size: 256 | lm loss: 3.460567E+00 | grad norm: 0.334 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.369 | TFLOPs: 32.41 | 7: iteration 9240/ 60336 | consumed samples: 2365440 | consumed tokens: 4844421120 | elapsed time per iteration (s): 0.37 | learning rate: 1.909E-04 | global batch size: 256 | lm loss: 3.469223E+00 | grad norm: 0.290 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.618 | TFLOPs: 32.38 | 7: iteration 9250/ 60336 | consumed samples: 2368000 | consumed tokens: 4849664000 | elapsed time per iteration (s): 0.37 | learning rate: 1.909E-04 | global batch size: 256 | lm loss: 3.474072E+00 | grad norm: 0.319 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.655 | TFLOPs: 32.38 | 7: iteration 9260/ 60336 | consumed samples: 2370560 | consumed tokens: 4854906880 | elapsed time per iteration (s): 0.37 | learning rate: 1.908E-04 | global batch size: 256 | lm loss: 3.466959E+00 | grad norm: 0.381 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.628 | TFLOPs: 32.38 | 7: iteration 9270/ 60336 | consumed samples: 2373120 | consumed tokens: 4860149760 | elapsed time per iteration (s): 0.37 | learning rate: 1.908E-04 | global batch size: 256 | lm loss: 3.460975E+00 | grad norm: 0.315 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.594 | TFLOPs: 32.37 | 7: iteration 9280/ 60336 | consumed samples: 2375680 | consumed tokens: 4865392640 | elapsed time per iteration (s): 0.37 | learning rate: 1.908E-04 | global batch size: 256 | lm loss: 3.456196E+00 | grad norm: 0.293 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.110 | TFLOPs: 32.40 | 7: iteration 9290/ 60336 | consumed samples: 2378240 | consumed tokens: 4870635520 | elapsed time per iteration (s): 0.37 | learning rate: 1.908E-04 | global batch size: 256 | lm loss: 3.462832E+00 | grad norm: 0.334 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.491 | TFLOPs: 32.37 | 7: iteration 9300/ 60336 | consumed samples: 2380800 | consumed tokens: 4875878400 | elapsed time per iteration (s): 0.37 | learning rate: 1.907E-04 | global batch size: 256 | lm loss: 3.468645E+00 | grad norm: 0.279 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.847 | TFLOPs: 32.39 | 7: iteration 9310/ 60336 | consumed samples: 2383360 | consumed tokens: 4881121280 | elapsed time per iteration (s): 0.37 | learning rate: 1.907E-04 | global batch size: 256 | lm loss: 3.448946E+00 | grad norm: 0.326 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.557 | TFLOPs: 32.37 | 7: iteration 9320/ 60336 | consumed samples: 2385920 | consumed tokens: 4886364160 | elapsed time per iteration (s): 0.37 | learning rate: 1.907E-04 | global batch size: 256 | lm loss: 3.460840E+00 | grad norm: 0.260 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.509 | TFLOPs: 32.37 | 7: iteration 9330/ 60336 | consumed samples: 2388480 | consumed tokens: 4891607040 | elapsed time per iteration (s): 0.37 | learning rate: 1.907E-04 | global batch size: 256 | lm loss: 3.473549E+00 | grad norm: 0.286 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.654 | TFLOPs: 32.38 | 7: iteration 9340/ 60336 | consumed samples: 2391040 | consumed tokens: 4896849920 | elapsed time per iteration (s): 0.37 | learning rate: 1.907E-04 | global batch size: 256 | lm loss: 3.451561E+00 | grad norm: 0.306 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.038 | TFLOPs: 32.40 | 7: iteration 9350/ 60336 | consumed samples: 2393600 | consumed tokens: 4902092800 | elapsed time per iteration (s): 0.37 | learning rate: 1.906E-04 | global batch size: 256 | lm loss: 3.463246E+00 | grad norm: 0.295 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.577 | TFLOPs: 32.37 | 7: iteration 9360/ 60336 | consumed samples: 2396160 | consumed tokens: 4907335680 | elapsed time per iteration (s): 0.37 | learning rate: 1.906E-04 | global batch size: 256 | lm loss: 3.470154E+00 | grad norm: 0.303 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.392 | TFLOPs: 32.36 | 7: iteration 9370/ 60336 | consumed samples: 2398720 | consumed tokens: 4912578560 | elapsed time per iteration (s): 0.37 | learning rate: 1.906E-04 | global batch size: 256 | lm loss: 3.459797E+00 | grad norm: 0.285 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.748 | TFLOPs: 32.38 | 7: iteration 9380/ 60336 | consumed samples: 2401280 | consumed tokens: 4917821440 | elapsed time per iteration (s): 0.37 | learning rate: 1.906E-04 | global batch size: 256 | lm loss: 3.443370E+00 | grad norm: 0.323 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.285 | TFLOPs: 32.36 | 7: iteration 9390/ 60336 | consumed samples: 2403840 | consumed tokens: 4923064320 | elapsed time per iteration (s): 0.37 | learning rate: 1.906E-04 | global batch size: 256 | lm loss: 3.464117E+00 | grad norm: 0.313 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.451 | TFLOPs: 32.37 | 7: iteration 9400/ 60336 | consumed samples: 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iteration 9430/ 60336 | consumed samples: 2414080 | consumed tokens: 4944035840 | elapsed time per iteration (s): 0.37 | learning rate: 1.905E-04 | global batch size: 256 | lm loss: 3.475539E+00 | grad norm: 0.290 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.663 | TFLOPs: 32.38 | 7: iteration 9440/ 60336 | consumed samples: 2416640 | consumed tokens: 4949278720 | elapsed time per iteration (s): 0.37 | learning rate: 1.905E-04 | global batch size: 256 | lm loss: 3.458235E+00 | grad norm: 0.296 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.927 | TFLOPs: 32.39 | 7: iteration 9450/ 60336 | consumed samples: 2419200 | consumed tokens: 4954521600 | elapsed time per iteration (s): 0.37 | learning rate: 1.904E-04 | global batch size: 256 | lm loss: 3.462090E+00 | grad norm: 0.287 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.625 | TFLOPs: 32.38 | 7: iteration 9460/ 60336 | consumed samples: 2421760 | consumed tokens: 4959764480 | elapsed time per iteration (s): 0.37 | learning rate: 1.904E-04 | global batch size: 256 | lm loss: 3.456735E+00 | grad norm: 0.325 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.388 | TFLOPs: 32.36 | 7: iteration 9470/ 60336 | consumed samples: 2424320 | consumed tokens: 4965007360 | elapsed time per iteration (s): 0.37 | learning rate: 1.904E-04 | global batch size: 256 | lm loss: 3.462354E+00 | grad norm: 0.306 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.276 | TFLOPs: 32.36 | 7: iteration 9480/ 60336 | consumed samples: 2426880 | consumed tokens: 4970250240 | elapsed time per iteration (s): 0.37 | learning rate: 1.904E-04 | global batch size: 256 | lm loss: 3.463737E+00 | grad norm: 0.332 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.243 | TFLOPs: 32.36 | 7: iteration 9490/ 60336 | consumed samples: 2429440 | consumed tokens: 4975493120 | elapsed time per iteration (s): 0.37 | learning rate: 1.903E-04 | global batch size: 256 | lm loss: 3.464397E+00 | grad norm: 0.341 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.437 | TFLOPs: 32.37 | 7: iteration 9500/ 60336 | consumed samples: 2432000 | consumed tokens: 4980736000 | elapsed time per iteration (s): 0.37 | learning rate: 1.903E-04 | global batch size: 256 | lm loss: 3.449180E+00 | grad norm: 0.304 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.870 | TFLOPs: 32.34 | 7: iteration 9510/ 60336 | consumed samples: 2434560 | consumed tokens: 4985978880 | elapsed time per iteration (s): 0.37 | learning rate: 1.903E-04 | global batch size: 256 | lm loss: 3.459332E+00 | grad norm: 0.342 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.522 | TFLOPs: 32.37 | 7: iteration 9520/ 60336 | consumed samples: 2437120 | consumed tokens: 4991221760 | elapsed time per iteration (s): 0.37 | learning rate: 1.903E-04 | global batch size: 256 | lm loss: 3.450380E+00 | grad norm: 0.317 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.468 | TFLOPs: 32.37 | 7: iteration 9530/ 60336 | consumed samples: 2439680 | consumed tokens: 4996464640 | elapsed time per iteration (s): 0.37 | learning rate: 1.903E-04 | global batch size: 256 | lm loss: 3.467552E+00 | grad norm: 0.299 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.083 | TFLOPs: 32.26 | 7: iteration 9540/ 60336 | consumed samples: 2442240 | consumed tokens: 5001707520 | elapsed time per iteration (s): 0.37 | learning rate: 1.902E-04 | global batch size: 256 | lm loss: 3.450969E+00 | grad norm: 0.315 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.212 | TFLOPs: 32.36 | 7: iteration 9550/ 60336 | consumed samples: 2444800 | consumed tokens: 5006950400 | elapsed time per iteration (s): 0.37 | learning rate: 1.902E-04 | global batch size: 256 | lm loss: 3.461499E+00 | grad norm: 0.279 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.997 | TFLOPs: 32.35 | 7: iteration 9560/ 60336 | consumed samples: 2447360 | consumed tokens: 5012193280 | elapsed time per iteration (s): 0.37 | learning rate: 1.902E-04 | global batch size: 256 | lm loss: 3.463379E+00 | grad norm: 0.322 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.922 | TFLOPs: 32.34 | 7: iteration 9570/ 60336 | consumed samples: 2449920 | consumed tokens: 5017436160 | elapsed time per iteration (s): 0.37 | learning rate: 1.902E-04 | global batch size: 256 | lm loss: 3.446173E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.945 | TFLOPs: 32.34 | 7: iteration 9580/ 60336 | consumed samples: 2452480 | consumed tokens: 5022679040 | elapsed time per iteration (s): 0.37 | learning rate: 1.902E-04 | global batch size: 256 | lm loss: 3.460596E+00 | grad norm: 0.351 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.514 | TFLOPs: 32.37 | 7: iteration 9590/ 60336 | consumed samples: 2455040 | consumed tokens: 5027921920 | elapsed time per iteration (s): 0.37 | learning rate: 1.901E-04 | global batch size: 256 | lm loss: 3.455696E+00 | grad norm: 0.291 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.898 | TFLOPs: 32.34 | 7: iteration 9600/ 60336 | consumed samples: 2457600 | consumed tokens: 5033164800 | elapsed time per iteration (s): 0.37 | learning rate: 1.901E-04 | global batch size: 256 | lm loss: 3.453453E+00 | grad norm: 0.303 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.475 | TFLOPs: 32.37 | 7: iteration 9610/ 60336 | consumed samples: 2460160 | consumed tokens: 5038407680 | elapsed time per iteration (s): 0.37 | learning rate: 1.901E-04 | global batch size: 256 | lm loss: 3.456181E+00 | grad norm: 0.292 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.557 | TFLOPs: 32.37 | 7: iteration 9620/ 60336 | consumed samples: 2462720 | consumed tokens: 5043650560 | elapsed time per iteration (s): 0.37 | learning rate: 1.901E-04 | global batch size: 256 | lm loss: 3.451213E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.369 | TFLOPs: 32.36 | 7: iteration 9630/ 60336 | consumed samples: 2465280 | consumed tokens: 5048893440 | elapsed time per iteration (s): 0.37 | learning rate: 1.900E-04 | global batch size: 256 | lm loss: 3.458915E+00 | grad norm: 0.342 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.762 | TFLOPs: 32.34 | 7: iteration 9640/ 60336 | consumed samples: 2467840 | consumed tokens: 5054136320 | elapsed time per iteration (s): 0.37 | learning rate: 1.900E-04 | global batch size: 256 | lm loss: 3.460130E+00 | grad norm: 0.355 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.350 | TFLOPs: 32.36 | 7: iteration 9650/ 60336 | consumed samples: 2470400 | consumed tokens: 5059379200 | elapsed time per iteration (s): 0.37 | learning rate: 1.900E-04 | global batch size: 256 | lm loss: 3.437960E+00 | grad norm: 0.304 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.188 | TFLOPs: 32.36 | 7: iteration 9660/ 60336 | consumed samples: 2472960 | consumed tokens: 5064622080 | elapsed time per iteration (s): 0.37 | learning rate: 1.900E-04 | global batch size: 256 | lm loss: 3.458963E+00 | grad norm: 0.340 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.822 | TFLOPs: 32.34 | 7: iteration 9670/ 60336 | consumed samples: 2475520 | consumed tokens: 5069864960 | elapsed time per iteration (s): 0.37 | learning rate: 1.900E-04 | global batch size: 256 | lm loss: 3.463701E+00 | grad norm: 0.341 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.777 | TFLOPs: 32.34 | 7: iteration 9680/ 60336 | consumed samples: 2478080 | consumed tokens: 5075107840 | elapsed time per iteration (s): 0.37 | learning rate: 1.899E-04 | global batch size: 256 | lm loss: 3.444187E+00 | grad norm: 0.323 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.222 | 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norm: 0.328 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.833 | TFLOPs: 32.34 | 7: iteration 9780/ 60336 | consumed samples: 2503680 | consumed tokens: 5127536640 | elapsed time per iteration (s): 0.37 | learning rate: 1.897E-04 | global batch size: 256 | lm loss: 3.445669E+00 | grad norm: 0.339 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.171 | TFLOPs: 32.35 | 7: iteration 9790/ 60336 | consumed samples: 2506240 | consumed tokens: 5132779520 | elapsed time per iteration (s): 0.37 | learning rate: 1.897E-04 | global batch size: 256 | lm loss: 3.438243E+00 | grad norm: 0.338 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.397 | TFLOPs: 32.37 | 7: iteration 9800/ 60336 | consumed samples: 2508800 | consumed tokens: 5138022400 | elapsed time per iteration (s): 0.37 | learning rate: 1.897E-04 | global batch size: 256 | lm loss: 3.444879E+00 | grad norm: 0.317 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.497 | TFLOPs: 32.18 | 7: iteration 9810/ 60336 | consumed samples: 2511360 | consumed tokens: 5143265280 | elapsed time per iteration (s): 0.37 | learning rate: 1.897E-04 | global batch size: 256 | lm loss: 3.449138E+00 | grad norm: 0.318 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.438 | TFLOPs: 32.37 | 7: iteration 9820/ 60336 | consumed samples: 2513920 | consumed tokens: 5148508160 | elapsed time per iteration (s): 0.43 | learning rate: 1.896E-04 | global batch size: 256 | lm loss: 3.431356E+00 | grad norm: 0.305 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 600.041 | TFLOPs: 28.01 | 7: iteration 9830/ 60336 | consumed samples: 2516480 | consumed tokens: 5153751040 | elapsed time per iteration (s): 0.40 | 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second: 693.467 | TFLOPs: 32.37 | 7: iteration 9950/ 60336 | consumed samples: 2547200 | consumed tokens: 5216665600 | elapsed time per iteration (s): 0.37 | learning rate: 1.893E-04 | global batch size: 256 | lm loss: 3.436992E+00 | grad norm: 0.315 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.373 | TFLOPs: 32.36 | 7: iteration 9960/ 60336 | consumed samples: 2549760 | consumed tokens: 5221908480 | elapsed time per iteration (s): 0.37 | learning rate: 1.893E-04 | global batch size: 256 | lm loss: 3.423769E+00 | grad norm: 0.289 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.257 | TFLOPs: 32.36 | 7: iteration 9970/ 60336 | consumed samples: 2552320 | consumed tokens: 5227151360 | elapsed time per iteration (s): 0.37 | learning rate: 1.893E-04 | global batch size: 256 | lm loss: 3.435213E+00 | grad norm: 0.275 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.724 | TFLOPs: 32.19 | 7: iteration 9980/ 60336 | consumed samples: 2554880 | consumed tokens: 5232394240 | elapsed time per iteration (s): 0.37 | learning rate: 1.893E-04 | global batch size: 256 | lm loss: 3.423222E+00 | grad norm: 0.299 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.529 | TFLOPs: 32.18 | 7: iteration 9990/ 60336 | consumed samples: 2557440 | consumed tokens: 5237637120 | elapsed time per iteration (s): 0.37 | learning rate: 1.893E-04 | global batch size: 256 | lm loss: 3.438908E+00 | grad norm: 0.308 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.103 | TFLOPs: 32.30 | 0: [2023-03-16 11:04:46,070] [INFO] [logging.py:68:log_dist] [Rank 0] step=10000, skipped=0, lr=[0.00018923099670180827, 0.00018923099670180827, 0.00018923099670180827], mom=[(0.9, 0.999), (0.9, 0.999), (0.9, 0.999)] 7: iteration 10000/ 60336 | consumed samples: 2560000 | consumed tokens: 5242880000 | elapsed time per iteration (s): 0.37 | learning rate: 1.892E-04 | global batch size: 256 | lm loss: 3.447079E+00 | grad norm: 0.330 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.092 | TFLOPs: 32.40 | 0: steps: 10000 loss: 3.4397 iter time (s): 0.371 samples/sec: 690.940 7: ------------------------------------------------------------------------------------------------ 7: validation loss at iteration 10000 | lm loss value: 3.701459E+00 | lm loss PPL: 4.050637E+01 | 7: ------------------------------------------------------------------------------------------------ 0: saving checkpoint at iteration 10000 to checkpoints_146m32b100m 0: [2023-03-16 11:04:46,191] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step10000 is begin to save! 0: [2023-03-16 11:04:46,195] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving 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[2023-03-16 11:04:46,578] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step10000/bf16_zero_pp_rank_58_mp_rank_00_optim_states.pt 7: [2023-03-16 11:04:46,578] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step10000 is ready now! 7: [2023-03-16 11:04:46,578] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step10000/bf16_zero_pp_rank_61_mp_rank_00_optim_states.pt 7: [2023-03-16 11:04:46,578] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step10000/bf16_zero_pp_rank_62_mp_rank_00_optim_states.pt 7: [2023-03-16 11:04:46,578] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step10000/bf16_zero_pp_rank_56_mp_rank_00_optim_states.pt 7: [2023-03-16 11:04:46,578] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step10000 is 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checkpoints_146m32b100m/global_step10000/bf16_zero_pp_rank_18_mp_rank_00_optim_states.pt 2: [2023-03-16 11:04:46,579] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step10000 is ready now! 2: [2023-03-16 11:04:46,579] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step10000 is ready now! 2: [2023-03-16 11:04:46,579] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step10000 is ready now! 2: [2023-03-16 11:04:46,580] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step10000/bf16_zero_pp_rank_22_mp_rank_00_optim_states.pt. 2: [2023-03-16 11:04:46,580] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step10000/bf16_zero_pp_rank_17_mp_rank_00_optim_states.pt. 2: [2023-03-16 11:04:46,580] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step10000/bf16_zero_pp_rank_22_mp_rank_00_optim_states.pt 2: [2023-03-16 11:04:46,580] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step10000/bf16_zero_pp_rank_17_mp_rank_00_optim_states.pt 2: [2023-03-16 11:04:46,580] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step10000 is ready now! 2: [2023-03-16 11:04:46,580] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step10000 is ready now! 4: [2023-03-16 11:04:46,580] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step10000/bf16_zero_pp_rank_34_mp_rank_00_optim_states.pt. 4: [2023-03-16 11:04:46,581] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step10000/bf16_zero_pp_rank_34_mp_rank_00_optim_states.pt 4: [2023-03-16 11:04:46,581] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint 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[INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step10000/bf16_zero_pp_rank_37_mp_rank_00_optim_states.pt. 4: [2023-03-16 11:04:46,585] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step10000/bf16_zero_pp_rank_37_mp_rank_00_optim_states.pt 4: [2023-03-16 11:04:46,585] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step10000 is ready now! 1: [2023-03-16 11:04:46,585] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step10000/bf16_zero_pp_rank_14_mp_rank_00_optim_states.pt. 1: [2023-03-16 11:04:46,585] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step10000/bf16_zero_pp_rank_14_mp_rank_00_optim_states.pt 1: [2023-03-16 11:04:46,585] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step10000 is ready now! 4: [2023-03-16 11:04:46,585] [INFO] 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[torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step10000/bf16_zero_pp_rank_55_mp_rank_00_optim_states.pt. 6: [2023-03-16 11:04:46,588] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step10000/bf16_zero_pp_rank_48_mp_rank_00_optim_states.pt. 6: [2023-03-16 11:04:46,588] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step10000/bf16_zero_pp_rank_49_mp_rank_00_optim_states.pt. 6: [2023-03-16 11:04:46,588] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step10000/bf16_zero_pp_rank_55_mp_rank_00_optim_states.pt 6: [2023-03-16 11:04:46,588] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step10000/bf16_zero_pp_rank_49_mp_rank_00_optim_states.pt 6: [2023-03-16 11:04:46,588] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step10000/bf16_zero_pp_rank_48_mp_rank_00_optim_states.pt 6: [2023-03-16 11:04:46,588] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step10000 is ready now! 6: [2023-03-16 11:04:46,588] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step10000 is ready now! 6: [2023-03-16 11:04:46,588] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step10000 is ready now! 6: [2023-03-16 11:04:46,588] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step10000/bf16_zero_pp_rank_52_mp_rank_00_optim_states.pt. 6: [2023-03-16 11:04:46,588] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step10000/bf16_zero_pp_rank_52_mp_rank_00_optim_states.pt 6: [2023-03-16 11:04:46,588] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step10000 is ready now! 6: [2023-03-16 11:04:46,591] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step10000/bf16_zero_pp_rank_53_mp_rank_00_optim_states.pt. 4: [2023-03-16 11:04:46,595] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step10000/bf16_zero_pp_rank_39_mp_rank_00_optim_states.pt. 4: [2023-03-16 11:04:46,595] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step10000/bf16_zero_pp_rank_32_mp_rank_00_optim_states.pt. 4: [2023-03-16 11:04:46,595] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step10000/bf16_zero_pp_rank_39_mp_rank_00_optim_states.pt 4: [2023-03-16 11:04:46,595] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step10000/bf16_zero_pp_rank_32_mp_rank_00_optim_states.pt 4: [2023-03-16 11:04:46,595] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step10000 is ready now! 4: [2023-03-16 11:04:46,595] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step10000 is ready now! 6: [2023-03-16 11:04:46,591] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step10000/bf16_zero_pp_rank_53_mp_rank_00_optim_states.pt 6: [2023-03-16 11:04:46,591] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step10000 is ready now! 6: [2023-03-16 11:04:46,591] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step10000/bf16_zero_pp_rank_54_mp_rank_00_optim_states.pt. 6: [2023-03-16 11:04:46,591] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step10000/bf16_zero_pp_rank_54_mp_rank_00_optim_states.pt 6: [2023-03-16 11:04:46,591] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step10000 is ready now! 6: [2023-03-16 11:04:46,591] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step10000/bf16_zero_pp_rank_50_mp_rank_00_optim_states.pt. 6: [2023-03-16 11:04:46,591] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step10000/bf16_zero_pp_rank_50_mp_rank_00_optim_states.pt 6: [2023-03-16 11:04:46,591] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step10000 is ready now! 6: [2023-03-16 11:04:46,591] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step10000/bf16_zero_pp_rank_51_mp_rank_00_optim_states.pt. 6: [2023-03-16 11:04:46,592] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step10000/bf16_zero_pp_rank_51_mp_rank_00_optim_states.pt 6: [2023-03-16 11:04:46,592] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step10000 is ready now! 1: [2023-03-16 11:04:46,601] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step10000/bf16_zero_pp_rank_8_mp_rank_00_optim_states.pt. 1: [2023-03-16 11:04:46,601] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step10000/bf16_zero_pp_rank_8_mp_rank_00_optim_states.pt 1: [2023-03-16 11:04:46,601] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step10000 is ready now! 0: [2023-03-16 11:04:46,605] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step10000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt 0: [2023-03-16 11:04:46,605] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step10000 is ready now! 0: successfully saved checkpoint at iteration 10000 to checkpoints_146m32b100m 7: time (ms) | save-checkpoint: 418.51 7: iteration 10010/ 60336 | consumed samples: 2562560 | consumed tokens: 5248122880 | elapsed time per iteration (s): 0.42 | learning rate: 1.892E-04 | global batch size: 256 | lm loss: 3.439184E+00 | grad norm: 0.376 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 606.593 | TFLOPs: 28.31 | 7: iteration 10020/ 60336 | consumed samples: 2565120 | consumed tokens: 5253365760 | elapsed time per iteration (s): 0.37 | learning rate: 1.892E-04 | global batch size: 256 | lm loss: 3.438461E+00 | grad norm: 0.303 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.015 | TFLOPs: 32.39 | 7: iteration 10030/ 60336 | consumed samples: 2567680 | consumed tokens: 5258608640 | elapsed time per iteration (s): 0.37 | learning rate: 1.892E-04 | global batch size: 256 | lm loss: 3.437057E+00 | grad norm: 0.292 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.352 | TFLOPs: 32.36 | 7: iteration 10040/ 60336 | consumed samples: 2570240 | consumed tokens: 5263851520 | elapsed time per iteration (s): 0.37 | learning rate: 1.891E-04 | global batch size: 256 | lm loss: 3.442604E+00 | grad norm: 0.260 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.311 | TFLOPs: 32.13 | 7: iteration 10050/ 60336 | consumed samples: 2572800 | consumed tokens: 5269094400 | elapsed time per iteration (s): 0.37 | learning rate: 1.891E-04 | global batch size: 256 | lm loss: 3.430844E+00 | grad norm: 0.295 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.647 | TFLOPs: 32.38 | 7: iteration 10060/ 60336 | consumed samples: 2575360 | consumed tokens: 5274337280 | elapsed time per iteration (s): 0.37 | learning rate: 1.891E-04 | global batch size: 256 | lm loss: 3.443852E+00 | grad norm: 0.294 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.682 | TFLOPs: 32.38 | 7: iteration 10070/ 60336 | consumed samples: 2577920 | consumed tokens: 5279580160 | elapsed time per iteration (s): 0.37 | learning rate: 1.891E-04 | global batch size: 256 | lm loss: 3.427737E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.493 | TFLOPs: 32.37 | 7: iteration 10080/ 60336 | consumed samples: 2580480 | consumed tokens: 5284823040 | elapsed time per iteration (s): 0.37 | learning rate: 1.891E-04 | global batch size: 256 | lm loss: 3.434381E+00 | grad norm: 0.402 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.861 | TFLOPs: 32.34 | 7: iteration 10090/ 60336 | consumed samples: 2583040 | consumed tokens: 5290065920 | elapsed time per iteration (s): 0.37 | learning rate: 1.890E-04 | global batch size: 256 | lm loss: 3.436865E+00 | grad norm: 0.300 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.640 | 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iterations: 0 | samples per second: 692.985 | TFLOPs: 32.35 | 7: iteration 10130/ 60336 | consumed samples: 2593280 | consumed tokens: 5311037440 | elapsed time per iteration (s): 0.37 | learning rate: 1.889E-04 | global batch size: 256 | lm loss: 3.426234E+00 | grad norm: 0.342 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.946 | TFLOPs: 32.34 | 7: iteration 10140/ 60336 | consumed samples: 2595840 | consumed tokens: 5316280320 | elapsed time per iteration (s): 0.37 | learning rate: 1.889E-04 | global batch size: 256 | lm loss: 3.429431E+00 | grad norm: 0.292 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.846 | TFLOPs: 32.34 | 7: iteration 10150/ 60336 | consumed samples: 2598400 | consumed tokens: 5321523200 | elapsed time per iteration (s): 0.37 | learning rate: 1.889E-04 | global batch size: 256 | lm loss: 3.429892E+00 | grad norm: 0.308 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.661 | TFLOPs: 32.33 | 7: iteration 10160/ 60336 | consumed samples: 2600960 | consumed tokens: 5326766080 | elapsed time per iteration (s): 0.37 | learning rate: 1.889E-04 | global batch size: 256 | lm loss: 3.435817E+00 | grad norm: 0.310 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.758 | TFLOPs: 32.34 | 7: iteration 10170/ 60336 | consumed samples: 2603520 | consumed tokens: 5332008960 | elapsed time per iteration (s): 0.37 | learning rate: 1.888E-04 | global batch size: 256 | lm loss: 3.435152E+00 | grad norm: 0.292 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.676 | TFLOPs: 32.38 | 7: iteration 10180/ 60336 | consumed samples: 2606080 | consumed tokens: 5337251840 | elapsed time per iteration (s): 0.37 | learning rate: 1.888E-04 | global batch size: 256 | lm loss: 3.440903E+00 | grad norm: 0.299 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.947 | TFLOPs: 32.39 | 7: iteration 10190/ 60336 | consumed samples: 2608640 | consumed tokens: 5342494720 | elapsed time per iteration (s): 0.37 | learning rate: 1.888E-04 | global batch size: 256 | lm loss: 3.434887E+00 | grad norm: 0.308 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.764 | TFLOPs: 32.38 | 7: iteration 10200/ 60336 | consumed samples: 2611200 | consumed tokens: 5347737600 | elapsed time per iteration (s): 0.37 | learning rate: 1.888E-04 | global batch size: 256 | lm loss: 3.429347E+00 | grad norm: 0.267 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.214 | TFLOPs: 32.36 | 7: iteration 10210/ 60336 | consumed samples: 2613760 | consumed tokens: 5352980480 | elapsed time per iteration (s): 0.37 | learning rate: 1.888E-04 | global batch size: 256 | lm loss: 3.442939E+00 | grad norm: 0.317 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.923 | TFLOPs: 32.34 | 7: iteration 10220/ 60336 | consumed samples: 2616320 | consumed tokens: 5358223360 | elapsed time per iteration (s): 0.37 | learning rate: 1.887E-04 | global batch size: 256 | lm loss: 3.431012E+00 | grad norm: 0.293 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.215 | TFLOPs: 32.36 | 7: iteration 10230/ 60336 | consumed samples: 2618880 | consumed tokens: 5363466240 | elapsed time per iteration (s): 0.37 | learning rate: 1.887E-04 | global batch size: 256 | lm loss: 3.436028E+00 | grad norm: 0.298 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.895 | TFLOPs: 32.34 | 7: iteration 10240/ 60336 | consumed samples: 2621440 | consumed tokens: 5368709120 | elapsed time per iteration (s): 0.37 | learning rate: 1.887E-04 | global batch size: 256 | lm loss: 3.436122E+00 | grad norm: 0.300 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.508 | TFLOPs: 32.28 | 7: iteration 10250/ 60336 | consumed samples: 2624000 | consumed tokens: 5373952000 | elapsed time per iteration (s): 0.37 | learning rate: 1.887E-04 | global batch size: 256 | lm loss: 3.407770E+00 | grad norm: 0.306 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.026 | TFLOPs: 32.30 | 7: iteration 10260/ 60336 | consumed samples: 2626560 | consumed tokens: 5379194880 | elapsed time per iteration (s): 0.37 | learning rate: 1.886E-04 | global batch size: 256 | lm loss: 3.426855E+00 | grad norm: 0.315 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.644 | TFLOPs: 32.38 | 7: iteration 10270/ 60336 | consumed samples: 2629120 | consumed tokens: 5384437760 | elapsed time per iteration (s): 0.37 | learning rate: 1.886E-04 | global batch size: 256 | lm loss: 3.429085E+00 | grad norm: 0.263 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.296 | TFLOPs: 32.31 | 7: iteration 10280/ 60336 | consumed samples: 2631680 | consumed tokens: 5389680640 | elapsed time per iteration (s): 0.37 | learning rate: 1.886E-04 | global batch size: 256 | lm loss: 3.434483E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.672 | TFLOPs: 32.33 | 7: iteration 10290/ 60336 | consumed samples: 2634240 | consumed tokens: 5394923520 | elapsed time per iteration (s): 0.37 | learning rate: 1.886E-04 | global batch size: 256 | lm loss: 3.427540E+00 | grad norm: 0.289 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.946 | TFLOPs: 32.34 | 7: iteration 10300/ 60336 | consumed samples: 2636800 | consumed tokens: 5400166400 | elapsed time per iteration (s): 0.37 | learning rate: 1.885E-04 | global batch size: 256 | lm loss: 3.421484E+00 | grad norm: 0.289 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.578 | TFLOPs: 32.37 | 7: iteration 10310/ 60336 | consumed samples: 2639360 | consumed tokens: 5405409280 | elapsed time per iteration (s): 0.37 | learning rate: 1.885E-04 | global batch size: 256 | lm loss: 3.422742E+00 | grad norm: 0.309 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.750 | TFLOPs: 32.34 | 7: iteration 10320/ 60336 | consumed samples: 2641920 | consumed tokens: 5410652160 | elapsed time per iteration (s): 0.37 | learning rate: 1.885E-04 | global batch size: 256 | lm loss: 3.436705E+00 | grad norm: 0.318 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.011 | 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of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 669.440 | TFLOPs: 31.25 | 7: iteration 10390/ 60336 | consumed samples: 2659840 | consumed tokens: 5447352320 | elapsed time per iteration (s): 0.37 | learning rate: 1.883E-04 | global batch size: 256 | lm loss: 3.427811E+00 | grad norm: 0.311 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.116 | TFLOPs: 32.21 | 7: iteration 10400/ 60336 | consumed samples: 2662400 | consumed tokens: 5452595200 | elapsed time per iteration (s): 0.37 | learning rate: 1.883E-04 | global batch size: 256 | lm loss: 3.425012E+00 | grad norm: 0.302 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.825 | TFLOPs: 32.39 | 7: iteration 10410/ 60336 | consumed samples: 2664960 | consumed tokens: 5457838080 | elapsed time per iteration (s): 0.37 | learning rate: 1.883E-04 | global batch size: 256 | lm loss: 3.418296E+00 | grad norm: 0.290 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.134 | TFLOPs: 32.31 | 7: iteration 10420/ 60336 | consumed samples: 2667520 | consumed tokens: 5463080960 | elapsed time per iteration (s): 0.38 | learning rate: 1.883E-04 | global batch size: 256 | lm loss: 3.417480E+00 | grad norm: 0.268 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 666.506 | TFLOPs: 31.11 | 7: iteration 10430/ 60336 | consumed samples: 2670080 | consumed tokens: 5468323840 | elapsed time per iteration (s): 0.38 | learning rate: 1.882E-04 | global batch size: 256 | lm loss: 3.419466E+00 | grad norm: 0.312 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 670.371 | TFLOPs: 31.29 | 7: iteration 10440/ 60336 | consumed samples: 2672640 | consumed tokens: 5473566720 | elapsed time per iteration (s): 0.46 | learning rate: 1.882E-04 | global batch size: 256 | lm loss: 3.408876E+00 | grad norm: 0.354 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 557.985 | TFLOPs: 26.04 | 7: iteration 10450/ 60336 | consumed samples: 2675200 | consumed tokens: 5478809600 | elapsed time per iteration (s): 0.37 | learning rate: 1.882E-04 | global batch size: 256 | lm loss: 3.413676E+00 | grad norm: 0.312 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.646 | TFLOPs: 32.38 | 7: iteration 10460/ 60336 | consumed samples: 2677760 | consumed tokens: 5484052480 | elapsed time per iteration (s): 0.37 | learning rate: 1.882E-04 | global batch size: 256 | lm loss: 3.401042E+00 | grad norm: 0.306 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.850 | TFLOPs: 32.39 | 7: iteration 10470/ 60336 | consumed samples: 2680320 | consumed tokens: 5489295360 | elapsed time per iteration (s): 0.38 | learning rate: 1.882E-04 | global batch size: 256 | lm loss: 3.419716E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 681.240 | TFLOPs: 31.80 | 7: iteration 10480/ 60336 | consumed samples: 2682880 | consumed tokens: 5494538240 | elapsed time per iteration (s): 0.37 | learning rate: 1.881E-04 | global batch size: 256 | lm loss: 3.415297E+00 | grad norm: 0.299 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.385 | TFLOPs: 32.36 | 7: iteration 10490/ 60336 | consumed samples: 2685440 | consumed tokens: 5499781120 | elapsed time per iteration (s): 0.37 | learning rate: 1.881E-04 | global batch size: 256 | lm loss: 3.409263E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.646 | TFLOPs: 32.19 | 7: iteration 10500/ 60336 | consumed samples: 2688000 | consumed tokens: 5505024000 | elapsed time per iteration (s): 0.37 | learning rate: 1.881E-04 | global batch size: 256 | lm loss: 3.403836E+00 | grad norm: 0.288 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 683.610 | TFLOPs: 31.91 | 7: iteration 10510/ 60336 | consumed samples: 2690560 | consumed tokens: 5510266880 | elapsed time per iteration (s): 0.39 | learning rate: 1.881E-04 | global batch size: 256 | lm loss: 3.433764E+00 | grad norm: 0.321 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 650.918 | TFLOPs: 30.38 | 7: iteration 10520/ 60336 | consumed samples: 2693120 | consumed tokens: 5515509760 | elapsed time per iteration (s): 0.41 | learning rate: 1.880E-04 | global batch size: 256 | lm loss: 3.409753E+00 | grad norm: 0.348 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 619.945 | TFLOPs: 28.94 | 7: iteration 10530/ 60336 | consumed samples: 2695680 | consumed tokens: 5520752640 | elapsed time per iteration (s): 0.37 | learning rate: 1.880E-04 | global batch size: 256 | lm loss: 3.433920E+00 | grad norm: 0.315 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.295 | TFLOPs: 32.22 | 7: iteration 10540/ 60336 | consumed samples: 2698240 | consumed tokens: 5525995520 | elapsed time per iteration (s): 0.38 | learning rate: 1.880E-04 | global batch size: 256 | lm loss: 3.420036E+00 | grad norm: 0.330 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 679.776 | TFLOPs: 31.73 | 7: iteration 10550/ 60336 | consumed samples: 2700800 | consumed tokens: 5531238400 | elapsed time per iteration (s): 0.37 | learning rate: 1.880E-04 | global batch size: 256 | lm loss: 3.419424E+00 | grad norm: 0.302 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.292 | 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of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 684.230 | TFLOPs: 31.94 | 7: iteration 10620/ 60336 | consumed samples: 2718720 | consumed tokens: 5567938560 | elapsed time per iteration (s): 0.37 | learning rate: 1.878E-04 | global batch size: 256 | lm loss: 3.403481E+00 | grad norm: 0.328 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.597 | TFLOPs: 32.14 | 7: iteration 10630/ 60336 | consumed samples: 2721280 | consumed tokens: 5573181440 | elapsed time per iteration (s): 0.38 | learning rate: 1.878E-04 | global batch size: 256 | lm loss: 3.425406E+00 | grad norm: 0.301 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 669.078 | TFLOPs: 31.23 | 7: iteration 10640/ 60336 | consumed samples: 2723840 | consumed tokens: 5578424320 | elapsed time per iteration (s): 0.37 | learning rate: 1.877E-04 | global batch size: 256 | lm loss: 3.410213E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.522 | TFLOPs: 32.37 | 7: iteration 10650/ 60336 | consumed samples: 2726400 | consumed tokens: 5583667200 | elapsed time per iteration (s): 0.38 | learning rate: 1.877E-04 | global batch size: 256 | lm loss: 3.402771E+00 | grad norm: 0.273 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 674.580 | TFLOPs: 31.49 | 7: iteration 10660/ 60336 | consumed samples: 2728960 | consumed tokens: 5588910080 | elapsed time per iteration (s): 0.37 | learning rate: 1.877E-04 | global batch size: 256 | lm loss: 3.418221E+00 | grad norm: 0.319 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 684.128 | TFLOPs: 31.93 | 7: iteration 10670/ 60336 | consumed samples: 2731520 | consumed tokens: 5594152960 | elapsed time per iteration (s): 0.38 | learning rate: 1.877E-04 | global batch size: 256 | lm loss: 3.423573E+00 | grad norm: 0.325 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 672.260 | TFLOPs: 31.38 | 7: iteration 10680/ 60336 | consumed samples: 2734080 | consumed tokens: 5599395840 | elapsed time per iteration (s): 0.38 | learning rate: 1.877E-04 | global batch size: 256 | lm loss: 3.431075E+00 | grad norm: 0.295 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 671.456 | TFLOPs: 31.34 | 7: iteration 10690/ 60336 | consumed samples: 2736640 | consumed tokens: 5604638720 | elapsed time per iteration (s): 0.37 | learning rate: 1.876E-04 | global batch size: 256 | lm loss: 3.409688E+00 | grad norm: 0.309 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.278 | TFLOPs: 32.13 | 7: iteration 10700/ 60336 | consumed samples: 2739200 | consumed tokens: 5609881600 | elapsed time per iteration (s): 0.37 | learning rate: 1.876E-04 | global batch size: 256 | lm loss: 3.418439E+00 | grad norm: 0.325 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 686.886 | TFLOPs: 32.06 | 7: iteration 10710/ 60336 | consumed samples: 2741760 | consumed tokens: 5615124480 | elapsed time per iteration (s): 0.37 | learning rate: 1.876E-04 | global batch size: 256 | lm loss: 3.412732E+00 | grad norm: 0.312 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.994 | TFLOPs: 32.39 | 7: iteration 10720/ 60336 | consumed samples: 2744320 | consumed tokens: 5620367360 | elapsed time per iteration (s): 0.38 | learning rate: 1.876E-04 | global batch size: 256 | lm loss: 3.413031E+00 | grad norm: 0.312 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 677.150 | TFLOPs: 31.61 | 7: iteration 10730/ 60336 | consumed samples: 2746880 | consumed tokens: 5625610240 | elapsed time per iteration (s): 0.37 | learning rate: 1.875E-04 | global batch size: 256 | lm loss: 3.425580E+00 | grad norm: 0.312 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 686.043 | TFLOPs: 32.02 | 7: iteration 10740/ 60336 | consumed samples: 2749440 | consumed tokens: 5630853120 | elapsed time per iteration (s): 0.37 | learning rate: 1.875E-04 | global batch size: 256 | lm loss: 3.427118E+00 | grad norm: 0.321 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.075 | TFLOPs: 32.40 | 7: iteration 10750/ 60336 | consumed samples: 2752000 | consumed tokens: 5636096000 | elapsed time per iteration (s): 0.37 | learning rate: 1.875E-04 | global batch size: 256 | lm loss: 3.422963E+00 | grad norm: 0.304 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.218 | TFLOPs: 32.08 | 7: iteration 10760/ 60336 | consumed samples: 2754560 | consumed tokens: 5641338880 | elapsed time per iteration (s): 0.37 | learning rate: 1.875E-04 | global batch size: 256 | lm loss: 3.411724E+00 | grad norm: 0.276 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.296 | TFLOPs: 32.36 | 7: iteration 10770/ 60336 | consumed samples: 2757120 | consumed tokens: 5646581760 | elapsed time per iteration (s): 0.37 | learning rate: 1.874E-04 | global batch size: 256 | lm loss: 3.410881E+00 | grad norm: 0.354 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.177 | TFLOPs: 32.35 | 7: iteration 10780/ 60336 | consumed samples: 2759680 | consumed tokens: 5651824640 | elapsed time per iteration (s): 0.37 | learning rate: 1.874E-04 | global batch size: 256 | lm loss: 3.393935E+00 | grad norm: 0.280 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.454 | 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iterations: 0 | samples per second: 693.580 | TFLOPs: 32.37 | 7: iteration 10820/ 60336 | consumed samples: 2769920 | consumed tokens: 5672796160 | elapsed time per iteration (s): 0.37 | learning rate: 1.873E-04 | global batch size: 256 | lm loss: 3.409647E+00 | grad norm: 0.291 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.413 | TFLOPs: 32.37 | 7: iteration 10830/ 60336 | consumed samples: 2772480 | consumed tokens: 5678039040 | elapsed time per iteration (s): 0.37 | learning rate: 1.873E-04 | global batch size: 256 | lm loss: 3.407064E+00 | grad norm: 0.335 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.578 | TFLOPs: 32.37 | 7: iteration 10840/ 60336 | consumed samples: 2775040 | consumed tokens: 5683281920 | elapsed time per iteration (s): 0.37 | learning rate: 1.873E-04 | global batch size: 256 | lm loss: 3.403612E+00 | grad norm: 0.316 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.750 | TFLOPs: 32.38 | 7: iteration 10850/ 60336 | consumed samples: 2777600 | consumed tokens: 5688524800 | elapsed time per iteration (s): 0.37 | learning rate: 1.872E-04 | global batch size: 256 | lm loss: 3.401831E+00 | grad norm: 0.324 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.159 | TFLOPs: 32.40 | 7: iteration 10860/ 60336 | consumed samples: 2780160 | consumed tokens: 5693767680 | elapsed time per iteration (s): 0.37 | learning rate: 1.872E-04 | global batch size: 256 | lm loss: 3.410542E+00 | grad norm: 0.322 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.399 | TFLOPs: 32.37 | 7: iteration 10870/ 60336 | consumed samples: 2782720 | consumed tokens: 5699010560 | elapsed time per iteration (s): 0.37 | learning rate: 1.872E-04 | global batch size: 256 | lm loss: 3.396703E+00 | grad norm: 0.301 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.276 | TFLOPs: 32.36 | 7: iteration 10880/ 60336 | consumed samples: 2785280 | consumed tokens: 5704253440 | elapsed time per iteration (s): 0.37 | learning rate: 1.872E-04 | global batch size: 256 | lm loss: 3.401279E+00 | grad norm: 0.317 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 686.023 | TFLOPs: 32.02 | 7: iteration 10890/ 60336 | consumed samples: 2787840 | consumed tokens: 5709496320 | elapsed time per iteration (s): 0.37 | learning rate: 1.871E-04 | global batch size: 256 | lm loss: 3.406806E+00 | grad norm: 0.314 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.334 | TFLOPs: 32.36 | 7: iteration 10900/ 60336 | consumed samples: 2790400 | consumed tokens: 5714739200 | elapsed time per iteration (s): 0.37 | learning rate: 1.871E-04 | global batch size: 256 | lm loss: 3.416757E+00 | grad norm: 0.311 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.668 | TFLOPs: 32.38 | 7: iteration 10910/ 60336 | consumed samples: 2792960 | consumed tokens: 5719982080 | elapsed time per iteration (s): 0.37 | learning rate: 1.871E-04 | global batch size: 256 | lm loss: 3.415394E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.978 | TFLOPs: 32.35 | 7: iteration 10920/ 60336 | consumed samples: 2795520 | consumed tokens: 5725224960 | elapsed time per iteration (s): 0.37 | learning rate: 1.871E-04 | global batch size: 256 | lm loss: 3.387270E+00 | grad norm: 0.279 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.815 | TFLOPs: 32.34 | 7: iteration 10930/ 60336 | consumed samples: 2798080 | consumed tokens: 5730467840 | elapsed time per iteration (s): 0.37 | learning rate: 1.870E-04 | global batch size: 256 | lm loss: 3.389620E+00 | grad norm: 0.326 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.326 | TFLOPs: 32.36 | 7: iteration 10940/ 60336 | consumed samples: 2800640 | consumed tokens: 5735710720 | elapsed time per iteration (s): 0.37 | learning rate: 1.870E-04 | global batch size: 256 | lm loss: 3.413294E+00 | grad norm: 0.343 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.176 | TFLOPs: 32.35 | 7: iteration 10950/ 60336 | consumed samples: 2803200 | consumed tokens: 5740953600 | elapsed time per iteration (s): 0.37 | learning rate: 1.870E-04 | global batch size: 256 | lm loss: 3.397075E+00 | grad norm: 0.283 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.717 | TFLOPs: 32.38 | 7: iteration 10960/ 60336 | consumed samples: 2805760 | consumed tokens: 5746196480 | elapsed time per iteration (s): 0.37 | learning rate: 1.870E-04 | global batch size: 256 | lm loss: 3.407992E+00 | grad norm: 0.285 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.573 | TFLOPs: 32.37 | 7: iteration 10970/ 60336 | consumed samples: 2808320 | consumed tokens: 5751439360 | elapsed time per iteration (s): 0.37 | learning rate: 1.870E-04 | global batch size: 256 | lm loss: 3.410683E+00 | grad norm: 0.287 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.989 | TFLOPs: 32.39 | 7: iteration 10980/ 60336 | consumed samples: 2810880 | consumed tokens: 5756682240 | elapsed time per iteration (s): 0.37 | learning rate: 1.869E-04 | global batch size: 256 | lm loss: 3.385585E+00 | grad norm: 0.283 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.335 | TFLOPs: 32.41 | 7: iteration 10990/ 60336 | consumed samples: 2813440 | consumed tokens: 5761925120 | elapsed time per iteration (s): 0.37 | learning rate: 1.869E-04 | global batch size: 256 | lm loss: 3.401490E+00 | grad norm: 0.338 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.389 | TFLOPs: 32.36 | 7: iteration 11000/ 60336 | consumed samples: 2816000 | consumed tokens: 5767168000 | elapsed time per iteration (s): 0.37 | learning rate: 1.869E-04 | global batch size: 256 | lm loss: 3.394650E+00 | grad norm: 0.324 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.957 | TFLOPs: 32.39 | 7: ------------------------------------------------------------------------------------------------ 7: validation loss at iteration 11000 | lm loss value: 3.802143E+00 | lm loss PPL: 4.479710E+01 | 7: ------------------------------------------------------------------------------------------------ 0: saving checkpoint at iteration 11000 to checkpoints_146m32b100m 0: [2023-03-16 11:10:59,512] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step11000 is begin to save! 0: [2023-03-16 11:10:59,529] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100m/global_step11000/layer_01-model_00-model_states.pt... 0: [2023-03-16 11:10:59,635] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step11000/layer_01-model_00-model_states.pt. 0: [2023-03-16 11:10:59,635] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100m/global_step11000/layer_03-model_00-model_states.pt... 0: [2023-03-16 11:10:59,651] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step11000/layer_03-model_00-model_states.pt. 0: [2023-03-16 11:10:59,652] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100m/global_step11000/layer_04-model_00-model_states.pt... 0: [2023-03-16 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learning rate: 1.868E-04 | global batch size: 256 | lm loss: 3.399116E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.205 | TFLOPs: 32.36 | 7: iteration 11030/ 60336 | consumed samples: 2823680 | consumed tokens: 5782896640 | elapsed time per iteration (s): 0.37 | learning rate: 1.868E-04 | global batch size: 256 | lm loss: 3.398473E+00 | grad norm: 0.326 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.625 | TFLOPs: 32.38 | 7: iteration 11040/ 60336 | consumed samples: 2826240 | consumed tokens: 5788139520 | elapsed time per iteration (s): 0.37 | learning rate: 1.868E-04 | global batch size: 256 | lm loss: 3.414395E+00 | grad norm: 0.354 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.763 | TFLOPs: 32.38 | 7: iteration 11050/ 60336 | consumed samples: 2828800 | consumed tokens: 5793382400 | elapsed time per iteration (s): 0.37 | learning rate: 1.868E-04 | global batch size: 256 | lm loss: 3.398885E+00 | grad norm: 0.275 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.083 | TFLOPs: 32.35 | 7: iteration 11060/ 60336 | consumed samples: 2831360 | consumed tokens: 5798625280 | elapsed time per iteration (s): 0.37 | learning rate: 1.867E-04 | global batch size: 256 | lm loss: 3.401180E+00 | grad norm: 0.284 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.092 | TFLOPs: 32.35 | 7: iteration 11070/ 60336 | consumed samples: 2833920 | consumed tokens: 5803868160 | elapsed time per iteration (s): 0.37 | learning rate: 1.867E-04 | global batch size: 256 | lm loss: 3.397434E+00 | grad norm: 0.284 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.839 | TFLOPs: 32.34 | 7: iteration 11080/ 60336 | consumed 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32.40 | 7: iteration 11110/ 60336 | consumed samples: 2844160 | consumed tokens: 5824839680 | elapsed time per iteration (s): 0.37 | learning rate: 1.866E-04 | global batch size: 256 | lm loss: 3.387240E+00 | grad norm: 0.275 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.431 | TFLOPs: 32.37 | 7: iteration 11120/ 60336 | consumed samples: 2846720 | consumed tokens: 5830082560 | elapsed time per iteration (s): 0.37 | learning rate: 1.866E-04 | global batch size: 256 | lm loss: 3.391241E+00 | grad norm: 0.291 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.904 | TFLOPs: 32.39 | 7: iteration 11130/ 60336 | consumed samples: 2849280 | consumed tokens: 5835325440 | elapsed time per iteration (s): 0.37 | learning rate: 1.866E-04 | global batch size: 256 | lm loss: 3.403995E+00 | grad norm: 0.301 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.742 | TFLOPs: 32.15 | 7: iteration 11140/ 60336 | consumed samples: 2851840 | consumed tokens: 5840568320 | elapsed time per iteration (s): 0.37 | learning rate: 1.865E-04 | global batch size: 256 | lm loss: 3.404649E+00 | grad norm: 0.315 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.402 | TFLOPs: 32.41 | 7: iteration 11150/ 60336 | consumed samples: 2854400 | consumed tokens: 5845811200 | elapsed time per iteration (s): 0.37 | learning rate: 1.865E-04 | global batch size: 256 | lm loss: 3.407983E+00 | grad norm: 0.297 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.016 | TFLOPs: 32.39 | 7: iteration 11160/ 60336 | consumed samples: 2856960 | consumed tokens: 5851054080 | elapsed time per iteration (s): 0.37 | learning rate: 1.865E-04 | global batch size: 256 | lm loss: 3.399483E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped 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256 | lm loss: 3.394010E+00 | grad norm: 0.343 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.369 | TFLOPs: 32.36 | 7: iteration 11230/ 60336 | consumed samples: 2874880 | consumed tokens: 5887754240 | elapsed time per iteration (s): 0.37 | learning rate: 1.863E-04 | global batch size: 256 | lm loss: 3.396491E+00 | grad norm: 0.280 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.764 | TFLOPs: 32.38 | 7: iteration 11240/ 60336 | consumed samples: 2877440 | consumed tokens: 5892997120 | elapsed time per iteration (s): 0.37 | learning rate: 1.863E-04 | global batch size: 256 | lm loss: 3.403560E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.571 | TFLOPs: 32.37 | 7: iteration 11250/ 60336 | consumed samples: 2880000 | consumed tokens: 5898240000 | elapsed time per iteration (s): 0.37 | learning rate: 1.863E-04 | global batch size: 256 | lm loss: 3.401768E+00 | grad norm: 0.317 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.779 | TFLOPs: 32.38 | 7: iteration 11260/ 60336 | consumed samples: 2882560 | consumed tokens: 5903482880 | elapsed time per iteration (s): 0.37 | learning rate: 1.862E-04 | global batch size: 256 | lm loss: 3.393130E+00 | grad norm: 0.302 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.400 | TFLOPs: 32.37 | 7: iteration 11270/ 60336 | consumed samples: 2885120 | consumed tokens: 5908725760 | elapsed time per iteration (s): 0.37 | learning rate: 1.862E-04 | global batch size: 256 | lm loss: 3.392484E+00 | grad norm: 0.308 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.397 | TFLOPs: 32.37 | 7: iteration 11280/ 60336 | consumed samples: 2887680 | consumed tokens: 5913968640 | elapsed time per iteration (s): 0.37 | learning rate: 1.862E-04 | global batch size: 256 | lm loss: 3.394969E+00 | grad norm: 0.285 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.064 | TFLOPs: 32.35 | 7: iteration 11290/ 60336 | consumed samples: 2890240 | consumed tokens: 5919211520 | elapsed time per iteration (s): 0.37 | learning rate: 1.862E-04 | global batch size: 256 | lm loss: 3.400449E+00 | grad norm: 0.336 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.423 | TFLOPs: 32.37 | 7: iteration 11300/ 60336 | consumed samples: 2892800 | consumed tokens: 5924454400 | elapsed time per iteration (s): 0.37 | learning rate: 1.861E-04 | global batch size: 256 | lm loss: 3.407151E+00 | grad norm: 0.297 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.130 | TFLOPs: 32.35 | 7: iteration 11310/ 60336 | consumed 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32.31 | 7: iteration 11340/ 60336 | consumed samples: 2903040 | consumed tokens: 5945425920 | elapsed time per iteration (s): 0.37 | learning rate: 1.860E-04 | global batch size: 256 | lm loss: 3.395739E+00 | grad norm: 0.283 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.334 | TFLOPs: 32.36 | 7: iteration 11350/ 60336 | consumed samples: 2905600 | consumed tokens: 5950668800 | elapsed time per iteration (s): 0.37 | learning rate: 1.860E-04 | global batch size: 256 | lm loss: 3.400802E+00 | grad norm: 0.297 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.433 | TFLOPs: 32.37 | 7: iteration 11360/ 60336 | consumed samples: 2908160 | consumed tokens: 5955911680 | elapsed time per iteration (s): 0.37 | learning rate: 1.860E-04 | global batch size: 256 | lm loss: 3.398436E+00 | grad norm: 0.301 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.784 | TFLOPs: 32.38 | 7: iteration 11370/ 60336 | consumed samples: 2910720 | consumed tokens: 5961154560 | elapsed time per iteration (s): 0.37 | learning rate: 1.860E-04 | global batch size: 256 | lm loss: 3.392279E+00 | grad norm: 0.318 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.676 | TFLOPs: 32.38 | 7: iteration 11380/ 60336 | consumed samples: 2913280 | consumed tokens: 5966397440 | elapsed time per iteration (s): 0.37 | learning rate: 1.859E-04 | global batch size: 256 | lm loss: 3.403106E+00 | grad norm: 0.282 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.411 | TFLOPs: 32.41 | 7: iteration 11390/ 60336 | consumed samples: 2915840 | consumed tokens: 5971640320 | elapsed time per iteration (s): 0.37 | learning rate: 1.859E-04 | global batch size: 256 | lm loss: 3.394358E+00 | grad norm: 0.280 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.020 | TFLOPs: 32.39 | 7: iteration 11400/ 60336 | consumed samples: 2918400 | consumed tokens: 5976883200 | elapsed time per iteration (s): 0.37 | learning rate: 1.859E-04 | global batch size: 256 | lm loss: 3.386356E+00 | grad norm: 0.296 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.386 | TFLOPs: 32.36 | 7: iteration 11410/ 60336 | consumed samples: 2920960 | consumed tokens: 5982126080 | elapsed time per iteration (s): 0.37 | learning rate: 1.859E-04 | global batch size: 256 | lm loss: 3.392875E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.835 | TFLOPs: 32.39 | 7: iteration 11420/ 60336 | consumed samples: 2923520 | consumed tokens: 5987368960 | elapsed time per iteration (s): 0.37 | learning rate: 1.858E-04 | global batch size: 256 | lm loss: 3.390508E+00 | grad norm: 0.291 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.420 | TFLOPs: 32.37 | 7: iteration 11430/ 60336 | consumed samples: 2926080 | consumed tokens: 5992611840 | elapsed time per iteration (s): 0.37 | learning rate: 1.858E-04 | global batch size: 256 | lm loss: 3.386153E+00 | grad norm: 0.300 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.319 | TFLOPs: 32.36 | 7: iteration 11440/ 60336 | consumed samples: 2928640 | consumed tokens: 5997854720 | elapsed time per iteration (s): 0.37 | learning rate: 1.858E-04 | global batch size: 256 | lm loss: 3.380535E+00 | grad norm: 0.274 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.070 | TFLOPs: 32.35 | 7: iteration 11450/ 60336 | consumed samples: 2931200 | consumed tokens: 6003097600 | elapsed time per iteration (s): 0.37 | learning rate: 1.857E-04 | global batch size: 256 | lm loss: 3.386300E+00 | grad norm: 0.290 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.873 | TFLOPs: 32.34 | 7: iteration 11460/ 60336 | consumed samples: 2933760 | consumed tokens: 6008340480 | elapsed time per iteration (s): 0.37 | learning rate: 1.857E-04 | global batch size: 256 | lm loss: 3.375892E+00 | grad norm: 0.287 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.073 | TFLOPs: 32.35 | 7: iteration 11470/ 60336 | consumed samples: 2936320 | consumed tokens: 6013583360 | elapsed time per iteration (s): 0.37 | learning rate: 1.857E-04 | global batch size: 256 | lm loss: 3.399075E+00 | grad norm: 0.365 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.503 | TFLOPs: 32.37 | 7: iteration 11480/ 60336 | consumed samples: 2938880 | consumed tokens: 6018826240 | elapsed time per iteration (s): 0.37 | learning rate: 1.857E-04 | global batch size: 256 | lm loss: 3.391418E+00 | grad norm: 0.313 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.671 | TFLOPs: 32.38 | 7: iteration 11490/ 60336 | consumed samples: 2941440 | consumed tokens: 6024069120 | elapsed time per iteration (s): 0.37 | learning rate: 1.856E-04 | global batch size: 256 | lm loss: 3.376292E+00 | grad norm: 0.305 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.574 | TFLOPs: 32.37 | 7: iteration 11500/ 60336 | consumed samples: 2944000 | consumed tokens: 6029312000 | elapsed time per iteration (s): 0.37 | learning rate: 1.856E-04 | global batch size: 256 | lm loss: 3.381524E+00 | grad norm: 0.295 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.703 | TFLOPs: 32.38 | 7: iteration 11510/ 60336 | consumed samples: 2946560 | consumed tokens: 6034554880 | elapsed time per iteration (s): 0.37 | learning rate: 1.856E-04 | global batch size: 256 | lm loss: 3.393414E+00 | grad norm: 0.320 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.265 | TFLOPs: 32.36 | 7: iteration 11520/ 60336 | consumed samples: 2949120 | consumed tokens: 6039797760 | elapsed time per iteration (s): 0.37 | learning rate: 1.856E-04 | global batch size: 256 | lm loss: 3.384245E+00 | grad norm: 0.313 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.636 | TFLOPs: 32.38 | 7: iteration 11530/ 60336 | consumed samples: 2951680 | consumed tokens: 6045040640 | elapsed time per iteration (s): 0.37 | learning rate: 1.855E-04 | global batch size: 256 | lm loss: 3.391623E+00 | grad norm: 0.308 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.448 | TFLOPs: 32.37 | 7: iteration 11540/ 60336 | consumed samples: 2954240 | consumed tokens: 6050283520 | elapsed time per iteration (s): 0.37 | learning rate: 1.855E-04 | global batch size: 256 | lm loss: 3.377869E+00 | grad norm: 0.304 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.013 | TFLOPs: 32.21 | 7: iteration 11550/ 60336 | consumed samples: 2956800 | consumed tokens: 6055526400 | elapsed time per iteration (s): 0.38 | learning rate: 1.855E-04 | global batch size: 256 | lm loss: 3.396119E+00 | grad norm: 0.376 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 677.428 | TFLOPs: 31.62 | 7: iteration 11560/ 60336 | consumed samples: 2959360 | consumed tokens: 6060769280 | elapsed time per iteration (s): 0.37 | learning rate: 1.855E-04 | global batch size: 256 | lm loss: 3.392337E+00 | grad norm: 0.329 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.637 | TFLOPs: 32.14 | 7: iteration 11570/ 60336 | consumed samples: 2961920 | consumed tokens: 6066012160 | elapsed time per iteration (s): 0.37 | learning rate: 1.854E-04 | global batch size: 256 | lm loss: 3.402589E+00 | grad norm: 0.342 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.527 | TFLOPs: 32.37 | 7: iteration 11580/ 60336 | consumed samples: 2964480 | consumed tokens: 6071255040 | elapsed time per iteration (s): 0.37 | learning rate: 1.854E-04 | global batch size: 256 | lm loss: 3.386935E+00 | grad norm: 0.283 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.951 | TFLOPs: 32.34 | 7: iteration 11590/ 60336 | consumed samples: 2967040 | consumed tokens: 6076497920 | elapsed time per iteration (s): 0.37 | learning rate: 1.854E-04 | global batch size: 256 | lm loss: 3.396280E+00 | grad norm: 0.307 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.001 | TFLOPs: 32.35 | 7: iteration 11600/ 60336 | consumed samples: 2969600 | consumed tokens: 6081740800 | elapsed time per iteration (s): 0.37 | learning rate: 1.854E-04 | global batch size: 256 | lm loss: 3.385904E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.824 | TFLOPs: 32.34 | 7: iteration 11610/ 60336 | consumed samples: 2972160 | consumed tokens: 6086983680 | elapsed time per iteration (s): 0.37 | learning rate: 1.853E-04 | global batch size: 256 | lm loss: 3.387169E+00 | grad norm: 0.305 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.336 | TFLOPs: 32.36 | 7: iteration 11620/ 60336 | consumed samples: 2974720 | consumed tokens: 6092226560 | elapsed time per iteration (s): 0.37 | learning rate: 1.853E-04 | global batch size: 256 | lm loss: 3.399828E+00 | grad norm: 0.282 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.170 | TFLOPs: 32.35 | 7: iteration 11630/ 60336 | consumed samples: 2977280 | consumed tokens: 6097469440 | elapsed time per iteration (s): 0.37 | learning rate: 1.853E-04 | global batch size: 256 | lm loss: 3.384097E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.794 | TFLOPs: 32.34 | 7: iteration 11640/ 60336 | consumed samples: 2979840 | consumed tokens: 6102712320 | elapsed time per iteration (s): 0.37 | learning rate: 1.853E-04 | global batch size: 256 | lm loss: 3.381460E+00 | grad norm: 0.291 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.464 | TFLOPs: 32.37 | 7: iteration 11650/ 60336 | consumed samples: 2982400 | consumed tokens: 6107955200 | elapsed time per iteration (s): 0.37 | learning rate: 1.852E-04 | global batch size: 256 | lm loss: 3.391140E+00 | grad norm: 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256 | lm loss: 3.374564E+00 | grad norm: 0.289 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.157 | TFLOPs: 32.35 | 7: iteration 11690/ 60336 | consumed samples: 2992640 | consumed tokens: 6128926720 | elapsed time per iteration (s): 0.37 | learning rate: 1.851E-04 | global batch size: 256 | lm loss: 3.391954E+00 | grad norm: 0.295 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.725 | TFLOPs: 32.38 | 7: iteration 11700/ 60336 | consumed samples: 2995200 | consumed tokens: 6134169600 | elapsed time per iteration (s): 0.37 | learning rate: 1.851E-04 | global batch size: 256 | lm loss: 3.389201E+00 | grad norm: 0.285 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.657 | TFLOPs: 32.38 | 7: iteration 11710/ 60336 | consumed samples: 2997760 | consumed tokens: 6139412480 | elapsed time per iteration (s): 0.37 | learning rate: 1.851E-04 | global batch size: 256 | lm loss: 3.380730E+00 | grad norm: 0.288 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.659 | TFLOPs: 32.38 | 7: iteration 11720/ 60336 | consumed samples: 3000320 | consumed tokens: 6144655360 | elapsed time per iteration (s): 0.37 | learning rate: 1.851E-04 | global batch size: 256 | lm loss: 3.390009E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.755 | TFLOPs: 32.38 | 7: iteration 11730/ 60336 | consumed samples: 3002880 | consumed tokens: 6149898240 | elapsed time per iteration (s): 0.37 | learning rate: 1.850E-04 | global batch size: 256 | lm loss: 3.391951E+00 | grad norm: 0.310 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.102 | TFLOPs: 32.40 | 7: iteration 11740/ 60336 | consumed samples: 3005440 | consumed tokens: 6155141120 | elapsed time per iteration (s): 0.37 | learning rate: 1.850E-04 | global batch size: 256 | lm loss: 3.380492E+00 | grad norm: 0.352 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.317 | TFLOPs: 32.13 | 7: iteration 11750/ 60336 | consumed samples: 3008000 | consumed tokens: 6160384000 | elapsed time per iteration (s): 0.37 | learning rate: 1.850E-04 | global batch size: 256 | lm loss: 3.390996E+00 | grad norm: 0.288 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.379 | TFLOPs: 32.36 | 7: iteration 11760/ 60336 | consumed samples: 3010560 | consumed tokens: 6165626880 | elapsed time per iteration (s): 0.37 | learning rate: 1.849E-04 | global batch size: 256 | lm loss: 3.387170E+00 | grad norm: 0.336 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.420 | TFLOPs: 32.37 | 7: iteration 11770/ 60336 | consumed 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| samples per second: 693.539 | TFLOPs: 32.37 | 7: iteration 11830/ 60336 | consumed samples: 3028480 | consumed tokens: 6202327040 | elapsed time per iteration (s): 0.37 | learning rate: 1.848E-04 | global batch size: 256 | lm loss: 3.389935E+00 | grad norm: 0.322 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.696 | TFLOPs: 32.38 | 7: iteration 11840/ 60336 | consumed samples: 3031040 | consumed tokens: 6207569920 | elapsed time per iteration (s): 0.37 | learning rate: 1.847E-04 | global batch size: 256 | lm loss: 3.378114E+00 | grad norm: 0.302 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.670 | TFLOPs: 32.38 | 7: iteration 11850/ 60336 | consumed samples: 3033600 | consumed tokens: 6212812800 | elapsed time per iteration (s): 0.37 | learning rate: 1.847E-04 | global batch size: 256 | lm loss: 3.378596E+00 | grad norm: 0.263 | num zeros: 0.0 | number of skipped 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256 | lm loss: 3.377069E+00 | grad norm: 0.298 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.181 | TFLOPs: 32.40 | 7: iteration 11920/ 60336 | consumed samples: 3051520 | consumed tokens: 6249512960 | elapsed time per iteration (s): 0.37 | learning rate: 1.845E-04 | global batch size: 256 | lm loss: 3.378703E+00 | grad norm: 0.273 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.885 | TFLOPs: 32.39 | 7: iteration 11930/ 60336 | consumed samples: 3054080 | consumed tokens: 6254755840 | elapsed time per iteration (s): 0.37 | learning rate: 1.845E-04 | global batch size: 256 | lm loss: 3.373841E+00 | grad norm: 0.315 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.529 | TFLOPs: 32.37 | 7: iteration 11940/ 60336 | consumed samples: 3056640 | consumed tokens: 6259998720 | elapsed time per iteration (s): 0.37 | learning rate: 1.845E-04 | global batch size: 256 | lm loss: 3.382016E+00 | grad norm: 0.322 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.099 | TFLOPs: 32.35 | 7: iteration 11950/ 60336 | consumed samples: 3059200 | consumed tokens: 6265241600 | elapsed time per iteration (s): 0.37 | learning rate: 1.844E-04 | global batch size: 256 | lm loss: 3.391745E+00 | grad norm: 0.305 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.452 | TFLOPs: 32.37 | 7: iteration 11960/ 60336 | consumed samples: 3061760 | consumed tokens: 6270484480 | elapsed time per iteration (s): 0.37 | learning rate: 1.844E-04 | global batch size: 256 | lm loss: 3.376056E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.714 | TFLOPs: 32.38 | 7: iteration 11970/ 60336 | consumed samples: 3064320 | consumed tokens: 6275727360 | elapsed time per iteration (s): 0.37 | learning rate: 1.844E-04 | global batch size: 256 | lm loss: 3.374365E+00 | grad norm: 0.304 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.616 | TFLOPs: 32.38 | 7: iteration 11980/ 60336 | consumed samples: 3066880 | consumed tokens: 6280970240 | elapsed time per iteration (s): 0.37 | learning rate: 1.844E-04 | global batch size: 256 | lm loss: 3.376117E+00 | grad norm: 0.317 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.507 | TFLOPs: 32.37 | 7: iteration 11990/ 60336 | consumed samples: 3069440 | consumed tokens: 6286213120 | elapsed time per iteration (s): 0.37 | learning rate: 1.843E-04 | global batch size: 256 | lm loss: 3.379868E+00 | grad norm: 0.267 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.937 | TFLOPs: 32.39 | 0: [2023-03-16 11:17:09,302] [INFO] [logging.py:68:log_dist] [Rank 0] step=12000, skipped=0, lr=[0.00018431084145627857, 0.00018431084145627857, 0.00018431084145627857], mom=[(0.9, 0.999), (0.9, 0.999), (0.9, 0.999)] 7: iteration 12000/ 60336 | consumed samples: 3072000 | consumed tokens: 6291456000 | elapsed time per iteration (s): 0.37 | learning rate: 1.843E-04 | global batch size: 256 | lm loss: 3.367212E+00 | grad norm: 0.276 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.379 | TFLOPs: 32.36 | 0: steps: 12000 loss: 3.3720 iter time (s): 0.369 samples/sec: 693.351 7: ------------------------------------------------------------------------------------------------ 7: validation loss at iteration 12000 | lm loss value: 3.693739E+00 | lm loss PPL: 4.019484E+01 | 7: ------------------------------------------------------------------------------------------------ 0: saving checkpoint at iteration 12000 to checkpoints_146m32b100m 0: [2023-03-16 11:17:09,424] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step12000 is begin to save! 0: [2023-03-16 11:17:09,428] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100m/global_step12000/layer_01-model_00-model_states.pt... 0: [2023-03-16 11:17:09,520] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step12000/layer_01-model_00-model_states.pt. 0: [2023-03-16 11:17:09,520] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100m/global_step12000/layer_03-model_00-model_states.pt... 0: [2023-03-16 11:17:09,536] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step12000/layer_03-model_00-model_states.pt. 0: [2023-03-16 11:17:09,536] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100m/global_step12000/layer_04-model_00-model_states.pt... 0: [2023-03-16 11:17:09,551] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved 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checkpoints_146m32b100m/global_step12000/bf16_zero_pp_rank_19_mp_rank_00_optim_states.pt 2: [2023-03-16 11:17:09,838] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step12000 is ready now! 2: [2023-03-16 11:17:09,838] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step12000 is ready now! 2: [2023-03-16 11:17:09,838] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step12000 is ready now! 2: [2023-03-16 11:17:09,838] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step12000 is ready now! 2: [2023-03-16 11:17:09,838] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step12000 is ready now! 2: [2023-03-16 11:17:09,838] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step12000 is ready now! 2: [2023-03-16 11:17:09,838] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step12000 is ready now! 2: [2023-03-16 11:17:09,838] [INFO] 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11:17:09,839] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step12000/bf16_zero_pp_rank_26_mp_rank_00_optim_states.pt. 3: [2023-03-16 11:17:09,839] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step12000/bf16_zero_pp_rank_24_mp_rank_00_optim_states.pt. 3: [2023-03-16 11:17:09,839] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step12000/bf16_zero_pp_rank_28_mp_rank_00_optim_states.pt. 3: [2023-03-16 11:17:09,839] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step12000/bf16_zero_pp_rank_30_mp_rank_00_optim_states.pt 3: [2023-03-16 11:17:09,839] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step12000/bf16_zero_pp_rank_25_mp_rank_00_optim_states.pt 3: [2023-03-16 11:17:09,839] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step12000/bf16_zero_pp_rank_31_mp_rank_00_optim_states.pt 3: [2023-03-16 11:17:09,839] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step12000/bf16_zero_pp_rank_27_mp_rank_00_optim_states.pt 3: [2023-03-16 11:17:09,839] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step12000/bf16_zero_pp_rank_28_mp_rank_00_optim_states.pt 3: [2023-03-16 11:17:09,839] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step12000/bf16_zero_pp_rank_26_mp_rank_00_optim_states.pt 3: [2023-03-16 11:17:09,839] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step12000/bf16_zero_pp_rank_24_mp_rank_00_optim_states.pt 3: [2023-03-16 11:17:09,839] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step12000/bf16_zero_pp_rank_29_mp_rank_00_optim_states.pt 3: [2023-03-16 11:17:09,839] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step12000 is ready now! 3: [2023-03-16 11:17:09,839] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step12000 is ready now! 3: [2023-03-16 11:17:09,839] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step12000 is ready now! 3: [2023-03-16 11:17:09,839] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step12000 is ready now! 3: [2023-03-16 11:17:09,839] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step12000 is ready now! 3: [2023-03-16 11:17:09,839] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step12000 is ready now! 3: [2023-03-16 11:17:09,839] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step12000 is ready now! 3: [2023-03-16 11:17:09,839] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step12000 is ready now! 6: [2023-03-16 11:17:09,840] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step12000/bf16_zero_pp_rank_49_mp_rank_00_optim_states.pt. 6: [2023-03-16 11:17:09,840] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step12000/bf16_zero_pp_rank_50_mp_rank_00_optim_states.pt. 6: [2023-03-16 11:17:09,840] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step12000/bf16_zero_pp_rank_53_mp_rank_00_optim_states.pt. 6: [2023-03-16 11:17:09,840] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step12000/bf16_zero_pp_rank_48_mp_rank_00_optim_states.pt. 6: [2023-03-16 11:17:09,840] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step12000/bf16_zero_pp_rank_55_mp_rank_00_optim_states.pt. 6: [2023-03-16 11:17:09,840] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step12000/bf16_zero_pp_rank_54_mp_rank_00_optim_states.pt. 6: [2023-03-16 11:17:09,840] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step12000/bf16_zero_pp_rank_52_mp_rank_00_optim_states.pt. 6: [2023-03-16 11:17:09,840] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step12000/bf16_zero_pp_rank_51_mp_rank_00_optim_states.pt. 6: [2023-03-16 11:17:09,840] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step12000/bf16_zero_pp_rank_50_mp_rank_00_optim_states.pt 6: [2023-03-16 11:17:09,840] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step12000/bf16_zero_pp_rank_49_mp_rank_00_optim_states.pt 6: [2023-03-16 11:17:09,840] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step12000/bf16_zero_pp_rank_53_mp_rank_00_optim_states.pt 6: [2023-03-16 11:17:09,840] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step12000/bf16_zero_pp_rank_55_mp_rank_00_optim_states.pt 6: [2023-03-16 11:17:09,840] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step12000/bf16_zero_pp_rank_48_mp_rank_00_optim_states.pt 6: [2023-03-16 11:17:09,840] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step12000/bf16_zero_pp_rank_54_mp_rank_00_optim_states.pt 6: [2023-03-16 11:17:09,840] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step12000/bf16_zero_pp_rank_51_mp_rank_00_optim_states.pt 6: [2023-03-16 11:17:09,840] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step12000/bf16_zero_pp_rank_52_mp_rank_00_optim_states.pt 6: [2023-03-16 11:17:09,840] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step12000 is ready now! 6: [2023-03-16 11:17:09,840] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step12000 is ready now! 6: [2023-03-16 11:17:09,840] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step12000 is ready now! 6: [2023-03-16 11:17:09,840] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step12000 is ready now! 6: [2023-03-16 11:17:09,840] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step12000 is ready now! 6: [2023-03-16 11:17:09,840] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step12000 is ready now! 6: [2023-03-16 11:17:09,840] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step12000 is ready now! 6: [2023-03-16 11:17:09,840] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step12000 is ready now! 0: successfully saved checkpoint at iteration 12000 to checkpoints_146m32b100m 7: time (ms) | save-checkpoint: 420.61 7: iteration 12010/ 60336 | consumed samples: 3074560 | consumed tokens: 6296698880 | elapsed time per iteration (s): 0.42 | learning rate: 1.843E-04 | global batch size: 256 | lm loss: 3.369831E+00 | grad norm: 0.326 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 607.157 | TFLOPs: 28.34 | 7: iteration 12020/ 60336 | consumed samples: 3077120 | consumed tokens: 6301941760 | elapsed time per iteration (s): 0.37 | learning rate: 1.843E-04 | global batch size: 256 | lm loss: 3.390002E+00 | grad norm: 0.321 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.830 | TFLOPs: 32.39 | 7: iteration 12030/ 60336 | consumed samples: 3079680 | consumed tokens: 6307184640 | elapsed time per iteration (s): 0.37 | learning rate: 1.842E-04 | global batch size: 256 | lm loss: 3.377290E+00 | grad norm: 0.304 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.721 | TFLOPs: 32.38 | 7: iteration 12040/ 60336 | consumed samples: 3082240 | consumed tokens: 6312427520 | elapsed time per iteration (s): 0.37 | learning rate: 1.842E-04 | global batch size: 256 | lm loss: 3.386717E+00 | grad norm: 0.377 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.921 | TFLOPs: 32.39 | 7: iteration 12050/ 60336 | consumed samples: 3084800 | consumed tokens: 6317670400 | elapsed time per iteration (s): 0.37 | learning rate: 1.842E-04 | global batch size: 256 | lm loss: 3.360504E+00 | grad norm: 0.276 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.635 | TFLOPs: 32.38 | 7: iteration 12060/ 60336 | consumed samples: 3087360 | consumed tokens: 6322913280 | elapsed time per iteration (s): 0.37 | learning rate: 1.842E-04 | global batch size: 256 | lm loss: 3.372210E+00 | grad norm: 0.335 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.976 | TFLOPs: 32.35 | 7: iteration 12070/ 60336 | consumed samples: 3089920 | consumed tokens: 6328156160 | elapsed time per iteration (s): 0.37 | learning rate: 1.841E-04 | global batch size: 256 | lm loss: 3.378391E+00 | grad norm: 0.285 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.175 | TFLOPs: 32.40 | 7: iteration 12080/ 60336 | consumed samples: 3092480 | consumed tokens: 6333399040 | elapsed time per iteration (s): 0.37 | learning rate: 1.841E-04 | global batch size: 256 | lm loss: 3.378682E+00 | grad norm: 0.283 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.207 | TFLOPs: 32.40 | 7: iteration 12090/ 60336 | consumed samples: 3095040 | consumed tokens: 6338641920 | elapsed time per iteration (s): 0.37 | learning rate: 1.841E-04 | global batch size: 256 | lm loss: 3.372504E+00 | grad norm: 0.285 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.838 | TFLOPs: 32.20 | 7: iteration 12100/ 60336 | consumed samples: 3097600 | consumed tokens: 6343884800 | elapsed time per iteration (s): 0.37 | learning rate: 1.840E-04 | global batch size: 256 | lm loss: 3.371294E+00 | grad norm: 0.275 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.400 | TFLOPs: 32.37 | 7: iteration 12110/ 60336 | consumed samples: 3100160 | consumed tokens: 6349127680 | elapsed time per iteration (s): 0.37 | learning rate: 1.840E-04 | global batch size: 256 | lm loss: 3.381821E+00 | grad norm: 0.301 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.388 | TFLOPs: 32.36 | 7: iteration 12120/ 60336 | consumed samples: 3102720 | consumed tokens: 6354370560 | elapsed time per iteration (s): 0.37 | learning rate: 1.840E-04 | global batch size: 256 | lm loss: 3.357493E+00 | grad norm: 0.288 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.710 | TFLOPs: 32.38 | 7: iteration 12130/ 60336 | consumed samples: 3105280 | consumed tokens: 6359613440 | elapsed time per iteration (s): 0.37 | learning rate: 1.840E-04 | global batch size: 256 | lm loss: 3.371816E+00 | grad norm: 0.279 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.382 | TFLOPs: 32.36 | 7: iteration 12140/ 60336 | consumed samples: 3107840 | consumed tokens: 6364856320 | elapsed time per iteration (s): 0.37 | learning rate: 1.839E-04 | global batch size: 256 | lm loss: 3.370042E+00 | grad norm: 0.312 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.939 | TFLOPs: 32.39 | 7: iteration 12150/ 60336 | consumed samples: 3110400 | consumed tokens: 6370099200 | elapsed time per iteration (s): 0.37 | learning rate: 1.839E-04 | global batch size: 256 | lm loss: 3.388587E+00 | grad norm: 0.319 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.074 | TFLOPs: 32.35 | 7: iteration 12160/ 60336 | consumed samples: 3112960 | consumed tokens: 6375342080 | elapsed time per iteration (s): 0.37 | learning rate: 1.839E-04 | global batch size: 256 | lm loss: 3.379858E+00 | grad norm: 0.314 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.856 | TFLOPs: 32.39 | 7: iteration 12170/ 60336 | consumed samples: 3115520 | consumed tokens: 6380584960 | elapsed time per iteration (s): 0.37 | learning rate: 1.839E-04 | global batch size: 256 | lm loss: 3.369695E+00 | grad norm: 0.318 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.735 | TFLOPs: 32.38 | 7: iteration 12180/ 60336 | consumed samples: 3118080 | consumed tokens: 6385827840 | elapsed time per iteration (s): 0.37 | learning rate: 1.838E-04 | global batch size: 256 | lm loss: 3.380865E+00 | grad norm: 0.288 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.008 | TFLOPs: 32.39 | 7: iteration 12190/ 60336 | consumed samples: 3120640 | consumed tokens: 6391070720 | elapsed time per iteration (s): 0.37 | learning rate: 1.838E-04 | global batch size: 256 | lm loss: 3.379667E+00 | grad norm: 0.260 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.727 | TFLOPs: 32.38 | 7: iteration 12200/ 60336 | consumed samples: 3123200 | consumed tokens: 6396313600 | elapsed time per iteration (s): 0.37 | learning rate: 1.838E-04 | global batch size: 256 | lm loss: 3.371558E+00 | grad norm: 0.287 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.380 | TFLOPs: 32.36 | 7: iteration 12210/ 60336 | consumed samples: 3125760 | consumed tokens: 6401556480 | elapsed time per iteration (s): 0.37 | learning rate: 1.837E-04 | global batch size: 256 | lm loss: 3.375034E+00 | grad norm: 0.280 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.763 | TFLOPs: 32.34 | 7: iteration 12220/ 60336 | consumed samples: 3128320 | consumed tokens: 6406799360 | elapsed time per iteration (s): 0.37 | learning rate: 1.837E-04 | global batch size: 256 | lm loss: 3.366457E+00 | grad norm: 0.291 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.753 | TFLOPs: 32.34 | 7: iteration 12230/ 60336 | consumed samples: 3130880 | consumed tokens: 6412042240 | elapsed time per iteration (s): 0.37 | learning rate: 1.837E-04 | global batch size: 256 | lm loss: 3.368545E+00 | grad norm: 0.347 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.890 | TFLOPs: 32.34 | 7: iteration 12240/ 60336 | consumed samples: 3133440 | consumed tokens: 6417285120 | elapsed time per iteration (s): 0.37 | learning rate: 1.837E-04 | global batch size: 256 | lm loss: 3.358177E+00 | grad norm: 0.344 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.947 | TFLOPs: 32.34 | 7: iteration 12250/ 60336 | consumed samples: 3136000 | consumed tokens: 6422528000 | elapsed time per iteration (s): 0.37 | learning rate: 1.836E-04 | global batch size: 256 | lm loss: 3.360499E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.987 | TFLOPs: 32.35 | 7: iteration 12260/ 60336 | consumed samples: 3138560 | consumed tokens: 6427770880 | elapsed time per iteration (s): 0.37 | learning rate: 1.836E-04 | global batch size: 256 | lm loss: 3.373804E+00 | grad norm: 0.275 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.484 | TFLOPs: 32.37 | 7: iteration 12270/ 60336 | consumed samples: 3141120 | consumed tokens: 6433013760 | elapsed time per iteration (s): 0.37 | learning rate: 1.836E-04 | global batch size: 256 | lm loss: 3.348748E+00 | grad norm: 0.288 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.903 | TFLOPs: 32.39 | 7: iteration 12280/ 60336 | consumed samples: 3143680 | consumed tokens: 6438256640 | elapsed time per iteration (s): 0.37 | learning rate: 1.836E-04 | global batch size: 256 | lm loss: 3.377519E+00 | grad norm: 0.283 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.161 | TFLOPs: 32.40 | 7: iteration 12290/ 60336 | consumed samples: 3146240 | consumed tokens: 6443499520 | elapsed time per iteration (s): 0.37 | learning rate: 1.835E-04 | global batch size: 256 | lm loss: 3.363619E+00 | grad norm: 0.320 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.779 | TFLOPs: 32.38 | 7: iteration 12300/ 60336 | consumed samples: 3148800 | consumed tokens: 6448742400 | elapsed time per iteration (s): 0.37 | learning rate: 1.835E-04 | global batch size: 256 | lm loss: 3.379040E+00 | grad norm: 0.292 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.230 | TFLOPs: 32.40 | 7: iteration 12310/ 60336 | consumed samples: 3151360 | consumed tokens: 6453985280 | elapsed time per iteration (s): 0.37 | learning rate: 1.835E-04 | global batch size: 256 | lm loss: 3.376076E+00 | grad norm: 0.270 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.880 | TFLOPs: 32.39 | 7: iteration 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second: 693.925 | TFLOPs: 32.39 | 7: iteration 12350/ 60336 | consumed samples: 3161600 | consumed tokens: 6474956800 | elapsed time per iteration (s): 0.37 | learning rate: 1.834E-04 | global batch size: 256 | lm loss: 3.352399E+00 | grad norm: 0.320 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.574 | TFLOPs: 32.37 | 7: iteration 12360/ 60336 | consumed samples: 3164160 | consumed tokens: 6480199680 | elapsed time per iteration (s): 0.37 | learning rate: 1.833E-04 | global batch size: 256 | lm loss: 3.363494E+00 | grad norm: 0.284 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.259 | TFLOPs: 32.36 | 7: iteration 12370/ 60336 | consumed samples: 3166720 | consumed tokens: 6485442560 | elapsed time per iteration (s): 0.37 | learning rate: 1.833E-04 | global batch size: 256 | lm loss: 3.367693E+00 | grad norm: 0.299 | num zeros: 0.0 | number of skipped iterations: 0 | 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consumed tokens: 6805258240 | elapsed time per iteration (s): 0.37 | learning rate: 1.816E-04 | global batch size: 256 | lm loss: 3.350088E+00 | grad norm: 0.271 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.613 | TFLOPs: 32.38 | 7: iteration 12990/ 60336 | consumed samples: 3325440 | consumed tokens: 6810501120 | elapsed time per iteration (s): 0.37 | learning rate: 1.816E-04 | global batch size: 256 | lm loss: 3.360894E+00 | grad norm: 0.270 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.999 | TFLOPs: 32.39 | 7: iteration 13000/ 60336 | consumed samples: 3328000 | consumed tokens: 6815744000 | elapsed time per iteration (s): 0.37 | learning rate: 1.815E-04 | global batch size: 256 | lm loss: 3.344224E+00 | grad norm: 0.309 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.445 | TFLOPs: 32.37 | 7: ------------------------------------------------------------------------------------------------ 7: validation loss at iteration 13000 | lm loss value: 3.799699E+00 | lm loss PPL: 4.468771E+01 | 7: ------------------------------------------------------------------------------------------------ 0: saving checkpoint at iteration 13000 to checkpoints_146m32b100m 0: [2023-03-16 11:23:19,081] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step13000 is begin to save! 0: [2023-03-16 11:23:19,085] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100m/global_step13000/layer_01-model_00-model_states.pt... 0: [2023-03-16 11:23:19,174] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step13000/layer_01-model_00-model_states.pt. 0: [2023-03-16 11:23:19,174] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100m/global_step13000/layer_03-model_00-model_states.pt... 0: [2023-03-16 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0: [2023-03-16 11:23:19,456] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step13000/bf16_zero_pp_rank_3_mp_rank_00_optim_states.pt 3: [2023-03-16 11:23:19,456] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step13000 is ready now! 0: [2023-03-16 11:23:19,456] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step13000 is ready now! 5: [2023-03-16 11:23:19,456] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step13000/bf16_zero_pp_rank_43_mp_rank_00_optim_states.pt. 4: [2023-03-16 11:23:19,456] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step13000/bf16_zero_pp_rank_37_mp_rank_00_optim_states.pt. 4: [2023-03-16 11:23:19,457] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step13000/bf16_zero_pp_rank_37_mp_rank_00_optim_states.pt 5: [2023-03-16 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lm loss: 3.339433E+00 | grad norm: 0.302 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.886 | TFLOPs: 32.34 | 7: iteration 13030/ 60336 | consumed samples: 3335680 | consumed tokens: 6831472640 | elapsed time per iteration (s): 0.37 | learning rate: 1.815E-04 | global batch size: 256 | lm loss: 3.339783E+00 | grad norm: 0.293 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.970 | TFLOPs: 32.35 | 7: iteration 13040/ 60336 | consumed samples: 3338240 | consumed tokens: 6836715520 | elapsed time per iteration (s): 0.37 | learning rate: 1.814E-04 | global batch size: 256 | lm loss: 3.354972E+00 | grad norm: 0.309 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.641 | TFLOPs: 32.33 | 7: iteration 13050/ 60336 | consumed samples: 3340800 | consumed tokens: 6841958400 | elapsed time per iteration (s): 0.39 | learning rate: 1.814E-04 | global batch size: 256 | lm loss: 3.366154E+00 | grad norm: 0.267 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 661.469 | TFLOPs: 30.87 | 7: iteration 13060/ 60336 | consumed samples: 3343360 | consumed tokens: 6847201280 | elapsed time per iteration (s): 0.37 | learning rate: 1.814E-04 | global batch size: 256 | lm loss: 3.354752E+00 | grad norm: 0.291 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.064 | TFLOPs: 32.35 | 7: iteration 13070/ 60336 | consumed samples: 3345920 | consumed tokens: 6852444160 | elapsed time per iteration (s): 0.37 | learning rate: 1.813E-04 | global batch size: 256 | lm loss: 3.344300E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.627 | TFLOPs: 32.38 | 7: iteration 13080/ 60336 | consumed samples: 3348480 | consumed tokens: 6857687040 | elapsed 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1.787E-04 | global batch size: 256 | lm loss: 3.335350E+00 | grad norm: 0.293 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.984 | TFLOPs: 32.35 | 7: iteration 13980/ 60336 | consumed samples: 3578880 | consumed tokens: 7329546240 | elapsed time per iteration (s): 0.37 | learning rate: 1.786E-04 | global batch size: 256 | lm loss: 3.329310E+00 | grad norm: 0.294 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.332 | TFLOPs: 32.36 | 7: iteration 13990/ 60336 | consumed samples: 3581440 | consumed tokens: 7334789120 | elapsed time per iteration (s): 0.37 | learning rate: 1.786E-04 | global batch size: 256 | lm loss: 3.322100E+00 | grad norm: 0.351 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.757 | TFLOPs: 32.34 | 0: [2023-03-16 11:29:29,080] [INFO] [logging.py:68:log_dist] [Rank 0] step=14000, skipped=0, lr=[0.0001785692252468874, 0.0001785692252468874, 0.0001785692252468874], mom=[(0.9, 0.999), (0.9, 0.999), (0.9, 0.999)] 7: iteration 14000/ 60336 | consumed samples: 3584000 | consumed tokens: 7340032000 | elapsed time per iteration (s): 0.37 | learning rate: 1.786E-04 | global batch size: 256 | lm loss: 3.320204E+00 | grad norm: 0.292 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.870 | TFLOPs: 32.34 | 0: steps: 14000 loss: 3.3070 iter time (s): 0.368 samples/sec: 696.420 7: ------------------------------------------------------------------------------------------------ 7: validation loss at iteration 14000 | lm loss value: 3.748623E+00 | lm loss PPL: 4.246256E+01 | 7: ------------------------------------------------------------------------------------------------ 0: saving checkpoint at iteration 14000 to checkpoints_146m32b100m 0: [2023-03-16 11:29:29,203] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step14000 is begin to save! 0: [2023-03-16 11:29:29,206] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100m/global_step14000/layer_01-model_00-model_states.pt... 0: [2023-03-16 11:29:29,293] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step14000/layer_01-model_00-model_states.pt. 0: [2023-03-16 11:29:29,293] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100m/global_step14000/layer_03-model_00-model_states.pt... 0: [2023-03-16 11:29:29,309] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step14000/layer_03-model_00-model_states.pt. 0: [2023-03-16 11:29:29,309] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100m/global_step14000/layer_04-model_00-model_states.pt... 0: [2023-03-16 11:29:29,324] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved 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checkpoints_146m32b100m/global_step14000/bf16_zero_pp_rank_47_mp_rank_00_optim_states.pt. 1: [2023-03-16 11:29:29,581] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step14000/bf16_zero_pp_rank_13_mp_rank_00_optim_states.pt 1: [2023-03-16 11:29:29,581] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step14000 is ready now! 1: [2023-03-16 11:29:29,581] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step14000/bf16_zero_pp_rank_8_mp_rank_00_optim_states.pt. 5: [2023-03-16 11:29:29,583] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step14000/bf16_zero_pp_rank_47_mp_rank_00_optim_states.pt 1: [2023-03-16 11:29:29,581] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step14000/bf16_zero_pp_rank_8_mp_rank_00_optim_states.pt 1: [2023-03-16 11:29:29,581] [INFO] 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checkpoints_146m32b100m/global_step14000/bf16_zero_pp_rank_38_mp_rank_00_optim_states.pt 4: [2023-03-16 11:29:29,584] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step14000 is ready now! 1: [2023-03-16 11:29:29,585] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step14000/bf16_zero_pp_rank_11_mp_rank_00_optim_states.pt. 1: [2023-03-16 11:29:29,585] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step14000/bf16_zero_pp_rank_11_mp_rank_00_optim_states.pt 1: [2023-03-16 11:29:29,585] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step14000 is ready now! 5: [2023-03-16 11:29:29,585] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step14000/bf16_zero_pp_rank_44_mp_rank_00_optim_states.pt. 5: [2023-03-16 11:29:29,585] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step14000/bf16_zero_pp_rank_44_mp_rank_00_optim_states.pt 3: [2023-03-16 11:29:29,585] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step14000/bf16_zero_pp_rank_26_mp_rank_00_optim_states.pt. 5: [2023-03-16 11:29:29,585] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step14000 is ready now! 3: [2023-03-16 11:29:29,585] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step14000/bf16_zero_pp_rank_26_mp_rank_00_optim_states.pt 3: [2023-03-16 11:29:29,585] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step14000 is ready now! 0: [2023-03-16 11:29:29,586] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step14000/bf16_zero_pp_rank_4_mp_rank_00_optim_states.pt. 0: [2023-03-16 11:29:29,586] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved 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global_step14000 is ready now! 6: [2023-03-16 11:29:29,579] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step14000/bf16_zero_pp_rank_53_mp_rank_00_optim_states.pt 6: [2023-03-16 11:29:29,579] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step14000 is ready now! 6: [2023-03-16 11:29:29,590] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step14000/bf16_zero_pp_rank_51_mp_rank_00_optim_states.pt. 6: [2023-03-16 11:29:29,590] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step14000/bf16_zero_pp_rank_52_mp_rank_00_optim_states.pt. 6: [2023-03-16 11:29:29,590] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step14000/bf16_zero_pp_rank_51_mp_rank_00_optim_states.pt 6: [2023-03-16 11:29:29,590] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved 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iteration 14040/ 60336 | consumed samples: 3594240 | consumed tokens: 7361003520 | elapsed time per iteration (s): 0.37 | learning rate: 1.784E-04 | global batch size: 256 | lm loss: 3.323785E+00 | grad norm: 0.310 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.863 | TFLOPs: 32.39 | 7: iteration 14050/ 60336 | consumed samples: 3596800 | consumed tokens: 7366246400 | elapsed time per iteration (s): 0.37 | learning rate: 1.784E-04 | global batch size: 256 | lm loss: 3.316311E+00 | grad norm: 0.270 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.429 | TFLOPs: 32.37 | 7: iteration 14060/ 60336 | consumed samples: 3599360 | consumed tokens: 7371489280 | elapsed time per iteration (s): 0.37 | learning rate: 1.784E-04 | global batch size: 256 | lm loss: 3.333921E+00 | grad norm: 0.310 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.167 | TFLOPs: 32.35 | 7: iteration 14070/ 60336 | consumed samples: 3601920 | consumed tokens: 7376732160 | elapsed time per iteration (s): 0.37 | learning rate: 1.784E-04 | global batch size: 256 | lm loss: 3.329404E+00 | grad norm: 0.310 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.792 | TFLOPs: 32.38 | 7: iteration 14080/ 60336 | consumed samples: 3604480 | consumed tokens: 7381975040 | elapsed time per iteration (s): 0.37 | learning rate: 1.783E-04 | global batch size: 256 | lm loss: 3.324475E+00 | grad norm: 0.285 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.571 | TFLOPs: 32.37 | 7: iteration 14090/ 60336 | consumed samples: 3607040 | consumed tokens: 7387217920 | elapsed time per iteration (s): 0.37 | learning rate: 1.783E-04 | global batch size: 256 | lm loss: 3.333291E+00 | grad norm: 0.299 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.592 | TFLOPs: 32.37 | 7: iteration 14100/ 60336 | consumed samples: 3609600 | consumed tokens: 7392460800 | elapsed time per iteration (s): 0.37 | learning rate: 1.783E-04 | global batch size: 256 | lm loss: 3.324799E+00 | grad norm: 0.288 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.444 | TFLOPs: 32.37 | 7: iteration 14110/ 60336 | consumed samples: 3612160 | consumed tokens: 7397703680 | elapsed time per iteration (s): 0.37 | learning rate: 1.782E-04 | global batch size: 256 | lm loss: 3.324929E+00 | grad norm: 0.328 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.505 | TFLOPs: 32.37 | 7: iteration 14120/ 60336 | consumed samples: 3614720 | consumed tokens: 7402946560 | elapsed time per iteration (s): 0.37 | learning rate: 1.782E-04 | global batch size: 256 | lm loss: 3.324157E+00 | grad norm: 0.267 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.238 | TFLOPs: 32.26 | 7: iteration 14130/ 60336 | consumed samples: 3617280 | consumed tokens: 7408189440 | elapsed time per iteration (s): 0.37 | learning rate: 1.782E-04 | global batch size: 256 | lm loss: 3.332744E+00 | grad norm: 0.270 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.719 | TFLOPs: 32.38 | 7: iteration 14140/ 60336 | consumed samples: 3619840 | consumed tokens: 7413432320 | elapsed time per iteration (s): 0.37 | learning rate: 1.781E-04 | global batch size: 256 | lm loss: 3.323045E+00 | grad norm: 0.325 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.673 | TFLOPs: 32.38 | 7: iteration 14150/ 60336 | consumed samples: 3622400 | consumed tokens: 7418675200 | elapsed time per iteration (s): 0.37 | learning rate: 1.781E-04 | global batch size: 256 | lm 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consumed tokens: 7827619840 | elapsed time per iteration (s): 0.37 | learning rate: 1.756E-04 | global batch size: 256 | lm loss: 3.315823E+00 | grad norm: 0.300 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.687 | TFLOPs: 32.33 | 7: iteration 14940/ 60336 | consumed samples: 3824640 | consumed tokens: 7832862720 | elapsed time per iteration (s): 0.37 | learning rate: 1.756E-04 | global batch size: 256 | lm loss: 3.323972E+00 | grad norm: 0.315 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.176 | TFLOPs: 32.35 | 7: iteration 14950/ 60336 | consumed samples: 3827200 | consumed tokens: 7838105600 | elapsed time per iteration (s): 0.37 | learning rate: 1.756E-04 | global batch size: 256 | lm loss: 3.306594E+00 | grad norm: 0.305 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.005 | TFLOPs: 32.35 | 7: iteration 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second: 692.683 | TFLOPs: 32.33 | 7: iteration 14990/ 60336 | consumed samples: 3837440 | consumed tokens: 7859077120 | elapsed time per iteration (s): 0.37 | learning rate: 1.754E-04 | global batch size: 256 | lm loss: 3.312130E+00 | grad norm: 0.285 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.767 | TFLOPs: 32.34 | 7: iteration 15000/ 60336 | consumed samples: 3840000 | consumed tokens: 7864320000 | elapsed time per iteration (s): 0.37 | learning rate: 1.754E-04 | global batch size: 256 | lm loss: 3.321337E+00 | grad norm: 0.296 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.469 | TFLOPs: 32.37 | 7: ------------------------------------------------------------------------------------------------ 7: validation loss at iteration 15000 | lm loss value: 3.755096E+00 | lm loss PPL: 4.273832E+01 | 7: ------------------------------------------------------------------------------------------------ 0: saving checkpoint at iteration 15000 to checkpoints_146m32b100m 0: [2023-03-16 11:35:38,937] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step15000 is begin to save! 0: [2023-03-16 11:35:38,940] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100m/global_step15000/layer_01-model_00-model_states.pt... 0: [2023-03-16 11:35:39,025] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step15000/layer_01-model_00-model_states.pt. 0: [2023-03-16 11:35:39,025] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100m/global_step15000/layer_03-model_00-model_states.pt... 0: [2023-03-16 11:35:39,040] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step15000/layer_03-model_00-model_states.pt. 0: [2023-03-16 11:35:39,041] [INFO] 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checkpoints_146m32b100m/global_step15000/bf16_zero_pp_rank_11_mp_rank_00_optim_states.pt 1: [2023-03-16 11:35:39,311] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step15000/bf16_zero_pp_rank_13_mp_rank_00_optim_states.pt 1: [2023-03-16 11:35:39,311] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step15000 is ready now! 1: [2023-03-16 11:35:39,311] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step15000 is ready now! 1: [2023-03-16 11:35:39,311] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step15000 is ready now! 1: [2023-03-16 11:35:39,311] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step15000 is ready now! 4: [2023-03-16 11:35:39,311] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step15000 is ready now! 1: [2023-03-16 11:35:39,311] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step15000/bf16_zero_pp_rank_14_mp_rank_00_optim_states.pt. 1: [2023-03-16 11:35:39,312] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step15000/bf16_zero_pp_rank_14_mp_rank_00_optim_states.pt 7: [2023-03-16 11:35:39,312] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step15000/bf16_zero_pp_rank_59_mp_rank_00_optim_states.pt. 1: [2023-03-16 11:35:39,312] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step15000 is ready now! 7: [2023-03-16 11:35:39,312] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step15000/bf16_zero_pp_rank_59_mp_rank_00_optim_states.pt 7: [2023-03-16 11:35:39,312] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step15000 is ready now! 6: [2023-03-16 11:35:39,312] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved 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global_step15000 is ready now! 0: [2023-03-16 11:35:39,326] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step15000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt 0: [2023-03-16 11:35:39,326] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step15000 is ready now! 0: successfully saved checkpoint at iteration 15000 to checkpoints_146m32b100m 7: time (ms) | save-checkpoint: 399.15 7: iteration 15010/ 60336 | consumed samples: 3842560 | consumed tokens: 7869562880 | elapsed time per iteration (s): 0.42 | learning rate: 1.754E-04 | global batch size: 256 | lm loss: 3.321004E+00 | grad norm: 0.311 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 612.617 | TFLOPs: 28.59 | 7: iteration 15020/ 60336 | consumed samples: 3845120 | consumed tokens: 7874805760 | elapsed time per iteration (s): 0.37 | learning rate: 1.753E-04 | global batch size: 256 | lm loss: 3.309794E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.074 | TFLOPs: 32.40 | 7: iteration 15030/ 60336 | consumed samples: 3847680 | consumed tokens: 7880048640 | elapsed time per iteration (s): 0.37 | learning rate: 1.753E-04 | global batch size: 256 | lm loss: 3.306600E+00 | grad norm: 0.280 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.100 | TFLOPs: 32.40 | 7: iteration 15040/ 60336 | consumed samples: 3850240 | consumed tokens: 7885291520 | elapsed time per iteration (s): 0.37 | learning rate: 1.753E-04 | global batch size: 256 | lm loss: 3.307408E+00 | grad norm: 0.292 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.533 | TFLOPs: 32.42 | 7: iteration 15050/ 60336 | consumed samples: 3852800 | consumed tokens: 7890534400 | elapsed time per iteration (s): 0.37 | learning rate: 1.752E-04 | global batch size: 256 | lm loss: 3.311348E+00 | grad norm: 0.290 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.236 | TFLOPs: 32.40 | 7: iteration 15060/ 60336 | consumed samples: 3855360 | consumed tokens: 7895777280 | elapsed time per iteration (s): 0.37 | learning rate: 1.752E-04 | global batch size: 256 | lm loss: 3.304301E+00 | grad norm: 0.321 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.094 | TFLOPs: 32.40 | 7: iteration 15070/ 60336 | consumed samples: 3857920 | consumed tokens: 7901020160 | elapsed time per iteration (s): 0.37 | learning rate: 1.752E-04 | global batch size: 256 | lm loss: 3.293760E+00 | grad norm: 0.307 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.794 | TFLOPs: 32.38 | 7: iteration 15080/ 60336 | consumed samples: 3860480 | consumed tokens: 7906263040 | elapsed time per iteration (s): 0.37 | learning rate: 1.751E-04 | global batch size: 256 | lm loss: 3.314854E+00 | grad norm: 0.305 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.978 | TFLOPs: 32.39 | 7: iteration 15090/ 60336 | consumed samples: 3863040 | consumed tokens: 7911505920 | elapsed time per iteration (s): 0.37 | learning rate: 1.751E-04 | global batch size: 256 | lm loss: 3.318906E+00 | grad norm: 0.291 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.404 | TFLOPs: 32.32 | 7: iteration 15100/ 60336 | consumed samples: 3865600 | consumed tokens: 7916748800 | elapsed time per iteration (s): 0.37 | learning rate: 1.751E-04 | global batch size: 256 | lm loss: 3.317158E+00 | grad norm: 0.288 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.147 | TFLOPs: 32.21 | 7: iteration 15110/ 60336 | consumed samples: 3868160 | 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second: 694.257 | TFLOPs: 32.41 | 7: iteration 15170/ 60336 | consumed samples: 3883520 | consumed tokens: 7953448960 | elapsed time per iteration (s): 0.37 | learning rate: 1.749E-04 | global batch size: 256 | lm loss: 3.294659E+00 | grad norm: 0.306 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.060 | TFLOPs: 32.40 | 7: iteration 15180/ 60336 | consumed samples: 3886080 | consumed tokens: 7958691840 | elapsed time per iteration (s): 0.37 | learning rate: 1.748E-04 | global batch size: 256 | lm loss: 3.307718E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.218 | TFLOPs: 32.40 | 7: iteration 15190/ 60336 | consumed samples: 3888640 | consumed tokens: 7963934720 | elapsed time per iteration (s): 0.37 | learning rate: 1.748E-04 | global batch size: 256 | lm loss: 3.298044E+00 | grad norm: 0.273 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.269 | TFLOPs: 32.41 | 7: iteration 15200/ 60336 | consumed samples: 3891200 | consumed tokens: 7969177600 | elapsed time per iteration (s): 0.37 | learning rate: 1.748E-04 | global batch size: 256 | lm loss: 3.295794E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.455 | TFLOPs: 32.41 | 7: iteration 15210/ 60336 | consumed samples: 3893760 | consumed tokens: 7974420480 | elapsed time per iteration (s): 0.37 | learning rate: 1.747E-04 | global batch size: 256 | lm loss: 3.303847E+00 | grad norm: 0.294 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.126 | TFLOPs: 32.40 | 7: iteration 15220/ 60336 | consumed samples: 3896320 | consumed tokens: 7979663360 | elapsed time per iteration (s): 0.37 | learning rate: 1.747E-04 | global batch size: 256 | lm loss: 3.302874E+00 | grad norm: 0.336 | num zeros: 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3.302084E+00 | grad norm: 0.313 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.816 | TFLOPs: 32.38 | 7: iteration 15260/ 60336 | consumed samples: 3906560 | consumed tokens: 8000634880 | elapsed time per iteration (s): 0.37 | learning rate: 1.746E-04 | global batch size: 256 | lm loss: 3.304812E+00 | grad norm: 0.316 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.928 | TFLOPs: 32.39 | 7: iteration 15270/ 60336 | consumed samples: 3909120 | consumed tokens: 8005877760 | elapsed time per iteration (s): 0.37 | learning rate: 1.745E-04 | global batch size: 256 | lm loss: 3.314032E+00 | grad norm: 0.289 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.527 | TFLOPs: 32.42 | 7: iteration 15280/ 60336 | consumed samples: 3911680 | consumed tokens: 8011120640 | elapsed time per iteration (s): 0.37 | learning rate: 1.745E-04 | global batch size: 256 | lm loss: 3.309523E+00 | grad norm: 0.280 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.616 | TFLOPs: 32.42 | 7: iteration 15290/ 60336 | consumed samples: 3914240 | consumed tokens: 8016363520 | elapsed time per iteration (s): 0.37 | learning rate: 1.745E-04 | global batch size: 256 | lm loss: 3.316474E+00 | grad norm: 0.309 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.201 | TFLOPs: 32.40 | 7: iteration 15300/ 60336 | consumed samples: 3916800 | consumed tokens: 8021606400 | elapsed time per iteration (s): 0.37 | learning rate: 1.744E-04 | global batch size: 256 | lm loss: 3.283917E+00 | grad norm: 0.284 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.653 | TFLOPs: 32.42 | 7: iteration 15310/ 60336 | consumed samples: 3919360 | consumed tokens: 8026849280 | elapsed time per iteration (s): 0.37 | learning rate: 1.744E-04 | global batch size: 256 | lm loss: 3.293119E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.335 | TFLOPs: 32.41 | 7: iteration 15320/ 60336 | consumed samples: 3921920 | consumed tokens: 8032092160 | elapsed time per iteration (s): 0.37 | learning rate: 1.744E-04 | global batch size: 256 | lm loss: 3.304678E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.606 | TFLOPs: 32.42 | 7: iteration 15330/ 60336 | consumed samples: 3924480 | consumed tokens: 8037335040 | elapsed time per iteration (s): 0.37 | learning rate: 1.743E-04 | global batch size: 256 | lm loss: 3.303048E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.309 | TFLOPs: 32.41 | 7: iteration 15340/ 60336 | consumed samples: 3927040 | 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second: 693.822 | TFLOPs: 32.39 | 7: iteration 15400/ 60336 | consumed samples: 3942400 | consumed tokens: 8074035200 | elapsed time per iteration (s): 0.37 | learning rate: 1.741E-04 | global batch size: 256 | lm loss: 3.297538E+00 | grad norm: 0.326 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.850 | TFLOPs: 32.39 | 7: iteration 15410/ 60336 | consumed samples: 3944960 | consumed tokens: 8079278080 | elapsed time per iteration (s): 0.37 | learning rate: 1.741E-04 | global batch size: 256 | lm loss: 3.309018E+00 | grad norm: 0.333 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.008 | TFLOPs: 32.39 | 7: iteration 15420/ 60336 | consumed samples: 3947520 | consumed tokens: 8084520960 | elapsed time per iteration (s): 0.37 | learning rate: 1.740E-04 | global batch size: 256 | lm loss: 3.306631E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.527 | TFLOPs: 32.42 | 7: iteration 15430/ 60336 | consumed samples: 3950080 | consumed tokens: 8089763840 | elapsed time per iteration (s): 0.37 | learning rate: 1.740E-04 | global batch size: 256 | lm loss: 3.298282E+00 | grad norm: 0.294 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.571 | TFLOPs: 32.37 | 7: iteration 15440/ 60336 | consumed samples: 3952640 | consumed tokens: 8095006720 | elapsed time per iteration (s): 0.37 | learning rate: 1.740E-04 | global batch size: 256 | lm loss: 3.312628E+00 | grad norm: 0.315 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.568 | TFLOPs: 32.37 | 7: iteration 15450/ 60336 | consumed samples: 3955200 | consumed tokens: 8100249600 | elapsed time per iteration (s): 0.37 | learning rate: 1.739E-04 | global batch size: 256 | lm loss: 3.321055E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.526 | TFLOPs: 32.42 | 7: iteration 15460/ 60336 | consumed samples: 3957760 | consumed tokens: 8105492480 | elapsed time per iteration (s): 0.37 | learning rate: 1.739E-04 | global batch size: 256 | lm loss: 3.284787E+00 | grad norm: 0.289 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.209 | TFLOPs: 32.40 | 7: iteration 15470/ 60336 | consumed samples: 3960320 | consumed tokens: 8110735360 | elapsed time per iteration (s): 0.37 | learning rate: 1.739E-04 | global batch size: 256 | lm loss: 3.292631E+00 | grad norm: 0.276 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.468 | TFLOPs: 32.42 | 7: iteration 15480/ 60336 | consumed samples: 3962880 | consumed tokens: 8115978240 | elapsed time per iteration (s): 0.37 | learning rate: 1.738E-04 | global batch size: 256 | lm loss: 3.301369E+00 | grad norm: 0.297 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.595 | TFLOPs: 32.42 | 7: iteration 15490/ 60336 | consumed samples: 3965440 | consumed tokens: 8121221120 | elapsed time per iteration (s): 0.37 | learning rate: 1.738E-04 | global batch size: 256 | lm loss: 3.299322E+00 | grad norm: 0.301 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.555 | TFLOPs: 32.37 | 7: iteration 15500/ 60336 | consumed samples: 3968000 | consumed tokens: 8126464000 | elapsed time per iteration (s): 0.37 | learning rate: 1.738E-04 | global batch size: 256 | lm loss: 3.302266E+00 | grad norm: 0.294 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.077 | TFLOPs: 32.40 | 7: iteration 15510/ 60336 | consumed samples: 3970560 | consumed tokens: 8131706880 | elapsed time per iteration (s): 0.37 | learning rate: 1.737E-04 | global batch size: 256 | lm loss: 3.296584E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.186 | TFLOPs: 32.40 | 7: iteration 15520/ 60336 | consumed samples: 3973120 | consumed tokens: 8136949760 | elapsed time per iteration (s): 0.37 | learning rate: 1.737E-04 | global batch size: 256 | lm loss: 3.306992E+00 | grad norm: 0.285 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.501 | TFLOPs: 32.37 | 7: iteration 15530/ 60336 | consumed samples: 3975680 | consumed tokens: 8142192640 | elapsed time per iteration (s): 0.37 | learning rate: 1.737E-04 | global batch size: 256 | lm loss: 3.289470E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.106 | TFLOPs: 32.40 | 7: iteration 15540/ 60336 | consumed samples: 3978240 | consumed tokens: 8147435520 | elapsed time per iteration (s): 0.38 | learning rate: 1.736E-04 | global batch size: 256 | lm loss: 3.290858E+00 | grad norm: 0.322 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 681.224 | TFLOPs: 31.80 | 7: iteration 15550/ 60336 | consumed samples: 3980800 | consumed tokens: 8152678400 | elapsed time per iteration (s): 0.37 | learning rate: 1.736E-04 | global batch size: 256 | lm loss: 3.301595E+00 | grad norm: 0.298 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.181 | TFLOPs: 32.36 | 7: iteration 15560/ 60336 | consumed samples: 3983360 | consumed tokens: 8157921280 | elapsed time per iteration (s): 0.37 | learning rate: 1.736E-04 | global batch size: 256 | lm loss: 3.302052E+00 | grad norm: 0.304 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.672 | TFLOPs: 32.38 | 7: iteration 15570/ 60336 | consumed samples: 3985920 | consumed tokens: 8163164160 | elapsed time per iteration (s): 0.37 | learning rate: 1.735E-04 | global batch size: 256 | lm loss: 3.298174E+00 | grad norm: 0.285 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.998 | TFLOPs: 32.39 | 7: iteration 15580/ 60336 | consumed samples: 3988480 | consumed tokens: 8168407040 | elapsed time per iteration (s): 0.37 | learning rate: 1.735E-04 | global batch size: 256 | lm loss: 3.308765E+00 | grad norm: 0.294 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.966 | TFLOPs: 32.39 | 7: iteration 15590/ 60336 | consumed samples: 3991040 | consumed tokens: 8173649920 | elapsed time per iteration (s): 0.37 | learning rate: 1.735E-04 | global batch size: 256 | lm loss: 3.314733E+00 | grad norm: 0.290 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.932 | TFLOPs: 32.39 | 7: iteration 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second: 694.046 | TFLOPs: 32.40 | 7: iteration 15630/ 60336 | consumed samples: 4001280 | consumed tokens: 8194621440 | elapsed time per iteration (s): 0.37 | learning rate: 1.733E-04 | global batch size: 256 | lm loss: 3.304666E+00 | grad norm: 0.283 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.180 | TFLOPs: 32.40 | 7: iteration 15640/ 60336 | consumed samples: 4003840 | consumed tokens: 8199864320 | elapsed time per iteration (s): 0.37 | learning rate: 1.733E-04 | global batch size: 256 | lm loss: 3.293355E+00 | grad norm: 0.284 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.894 | TFLOPs: 32.39 | 7: iteration 15650/ 60336 | consumed samples: 4006400 | consumed tokens: 8205107200 | elapsed time per iteration (s): 0.37 | learning rate: 1.733E-04 | global batch size: 256 | lm loss: 3.301133E+00 | grad norm: 0.276 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.349 | TFLOPs: 32.36 | 7: iteration 15660/ 60336 | consumed samples: 4008960 | consumed tokens: 8210350080 | elapsed time per iteration (s): 0.37 | learning rate: 1.732E-04 | global batch size: 256 | lm loss: 3.292920E+00 | grad norm: 0.282 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.067 | TFLOPs: 32.35 | 7: iteration 15670/ 60336 | consumed samples: 4011520 | consumed tokens: 8215592960 | elapsed time per iteration (s): 0.37 | learning rate: 1.732E-04 | global batch size: 256 | lm loss: 3.293569E+00 | grad norm: 0.286 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.790 | TFLOPs: 32.38 | 7: iteration 15680/ 60336 | consumed samples: 4014080 | consumed tokens: 8220835840 | elapsed time per iteration (s): 0.37 | learning rate: 1.732E-04 | global batch size: 256 | lm loss: 3.291714E+00 | grad norm: 0.297 | num zeros: 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1.722E-04 | global batch size: 256 | lm loss: 3.286891E+00 | grad norm: 0.305 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.285 | TFLOPs: 32.36 | 7: iteration 15980/ 60336 | consumed samples: 4090880 | consumed tokens: 8378122240 | elapsed time per iteration (s): 0.37 | learning rate: 1.721E-04 | global batch size: 256 | lm loss: 3.276162E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.647 | TFLOPs: 32.38 | 7: iteration 15990/ 60336 | consumed samples: 4093440 | consumed tokens: 8383365120 | elapsed time per iteration (s): 0.37 | learning rate: 1.721E-04 | global batch size: 256 | lm loss: 3.283490E+00 | grad norm: 0.304 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.990 | TFLOPs: 32.39 | 0: [2023-03-16 11:41:48,397] [INFO] [logging.py:68:log_dist] [Rank 0] step=16000, skipped=0, lr=[0.00017206961813389868, 0.00017206961813389868, 0.00017206961813389868], mom=[(0.9, 0.999), (0.9, 0.999), (0.9, 0.999)] 7: iteration 16000/ 60336 | consumed samples: 4096000 | consumed tokens: 8388608000 | elapsed time per iteration (s): 0.37 | learning rate: 1.721E-04 | global batch size: 256 | lm loss: 3.275742E+00 | grad norm: 0.294 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.546 | TFLOPs: 32.37 | 0: steps: 16000 loss: 3.2856 iter time (s): 0.368 samples/sec: 696.282 7: ------------------------------------------------------------------------------------------------ 7: validation loss at iteration 16000 | lm loss value: 3.794398E+00 | lm loss PPL: 4.445146E+01 | 7: ------------------------------------------------------------------------------------------------ 0: saving checkpoint at iteration 16000 to checkpoints_146m32b100m 0: [2023-03-16 11:41:48,520] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step16000 is begin to save! 0: [2023-03-16 11:41:48,523] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100m/global_step16000/layer_01-model_00-model_states.pt... 0: [2023-03-16 11:41:48,608] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step16000/layer_01-model_00-model_states.pt. 0: [2023-03-16 11:41:48,609] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100m/global_step16000/layer_03-model_00-model_states.pt... 0: [2023-03-16 11:41:48,624] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step16000/layer_03-model_00-model_states.pt. 0: [2023-03-16 11:41:48,624] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100m/global_step16000/layer_04-model_00-model_states.pt... 0: [2023-03-16 11:41:48,639] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved 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checkpoints_146m32b100m/global_step16000/bf16_zero_pp_rank_31_mp_rank_00_optim_states.pt. 3: [2023-03-16 11:41:48,900] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step16000/bf16_zero_pp_rank_31_mp_rank_00_optim_states.pt 3: [2023-03-16 11:41:48,900] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step16000 is ready now! 1: [2023-03-16 11:41:48,900] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step16000/bf16_zero_pp_rank_13_mp_rank_00_optim_states.pt. 1: [2023-03-16 11:41:48,900] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step16000/bf16_zero_pp_rank_13_mp_rank_00_optim_states.pt 1: [2023-03-16 11:41:48,900] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step16000 is ready now! 3: [2023-03-16 11:41:48,902] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step16000/bf16_zero_pp_rank_27_mp_rank_00_optim_states.pt. 3: [2023-03-16 11:41:48,902] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step16000/bf16_zero_pp_rank_30_mp_rank_00_optim_states.pt. 3: [2023-03-16 11:41:48,902] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step16000/bf16_zero_pp_rank_25_mp_rank_00_optim_states.pt. 3: [2023-03-16 11:41:48,902] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step16000/bf16_zero_pp_rank_27_mp_rank_00_optim_states.pt 3: [2023-03-16 11:41:48,902] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step16000/bf16_zero_pp_rank_30_mp_rank_00_optim_states.pt 3: [2023-03-16 11:41:48,902] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step16000/bf16_zero_pp_rank_25_mp_rank_00_optim_states.pt 3: [2023-03-16 11:41:48,902] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step16000 is ready now! 3: [2023-03-16 11:41:48,902] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step16000 is ready now! 3: [2023-03-16 11:41:48,902] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step16000 is ready now! 7: [2023-03-16 11:41:48,903] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step16000/bf16_zero_pp_rank_59_mp_rank_00_optim_states.pt. 7: [2023-03-16 11:41:48,903] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step16000/bf16_zero_pp_rank_59_mp_rank_00_optim_states.pt 7: [2023-03-16 11:41:48,903] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step16000 is ready now! 4: [2023-03-16 11:41:48,903] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step16000/bf16_zero_pp_rank_33_mp_rank_00_optim_states.pt. 4: [2023-03-16 11:41:48,903] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step16000/bf16_zero_pp_rank_33_mp_rank_00_optim_states.pt 4: [2023-03-16 11:41:48,903] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step16000/bf16_zero_pp_rank_39_mp_rank_00_optim_states.pt. 4: [2023-03-16 11:41:48,903] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step16000/bf16_zero_pp_rank_34_mp_rank_00_optim_states.pt. 4: [2023-03-16 11:41:48,903] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step16000 is ready now! 4: [2023-03-16 11:41:48,903] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved 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checkpoints_146m32b100m/global_step16000/bf16_zero_pp_rank_53_mp_rank_00_optim_states.pt. 6: [2023-03-16 11:41:48,905] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step16000/bf16_zero_pp_rank_53_mp_rank_00_optim_states.pt 6: [2023-03-16 11:41:48,905] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step16000 is ready now! 6: [2023-03-16 11:41:48,905] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step16000/bf16_zero_pp_rank_55_mp_rank_00_optim_states.pt. 6: [2023-03-16 11:41:48,905] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step16000/bf16_zero_pp_rank_49_mp_rank_00_optim_states.pt. 6: [2023-03-16 11:41:48,905] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step16000/bf16_zero_pp_rank_55_mp_rank_00_optim_states.pt 6: [2023-03-16 11:41:48,905] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step16000/bf16_zero_pp_rank_49_mp_rank_00_optim_states.pt 6: [2023-03-16 11:41:48,905] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step16000 is ready now! 6: [2023-03-16 11:41:48,905] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step16000 is ready now! 6: [2023-03-16 11:41:48,906] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step16000/bf16_zero_pp_rank_51_mp_rank_00_optim_states.pt. 0: [2023-03-16 11:41:48,916] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step16000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt 0: [2023-03-16 11:41:48,916] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step16000 is ready now! 6: [2023-03-16 11:41:48,906] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step16000/bf16_zero_pp_rank_51_mp_rank_00_optim_states.pt 6: [2023-03-16 11:41:48,906] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step16000 is ready now! 0: successfully saved checkpoint at iteration 16000 to checkpoints_146m32b100m 7: time (ms) | save-checkpoint: 400.10 7: iteration 16010/ 60336 | consumed samples: 4098560 | consumed tokens: 8393850880 | elapsed time per iteration (s): 0.42 | learning rate: 1.720E-04 | global batch size: 256 | lm loss: 3.283253E+00 | grad norm: 0.320 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 605.394 | TFLOPs: 28.26 | 7: iteration 16020/ 60336 | consumed samples: 4101120 | consumed tokens: 8399093760 | elapsed time per iteration (s): 0.37 | learning rate: 1.720E-04 | global batch size: 256 | lm loss: 3.304712E+00 | grad norm: 0.289 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.344 | TFLOPs: 32.41 | 7: iteration 16030/ 60336 | consumed samples: 4103680 | consumed tokens: 8404336640 | elapsed time per iteration (s): 0.37 | learning rate: 1.720E-04 | global batch size: 256 | lm loss: 3.289527E+00 | grad norm: 0.293 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.551 | TFLOPs: 32.42 | 7: iteration 16040/ 60336 | consumed samples: 4106240 | consumed tokens: 8409579520 | elapsed time per iteration (s): 0.37 | learning rate: 1.719E-04 | global batch size: 256 | lm loss: 3.289889E+00 | grad norm: 0.284 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.555 | TFLOPs: 32.42 | 7: iteration 16050/ 60336 | consumed samples: 4108800 | consumed tokens: 8414822400 | elapsed time per iteration (s): 0.37 | learning rate: 1.719E-04 | global batch size: 256 | lm loss: 3.299759E+00 | grad norm: 0.319 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.399 | TFLOPs: 32.41 | 7: iteration 16060/ 60336 | consumed samples: 4111360 | consumed tokens: 8420065280 | elapsed time per iteration (s): 0.37 | learning rate: 1.719E-04 | global batch size: 256 | lm loss: 3.288017E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.796 | TFLOPs: 32.43 | 7: iteration 16070/ 60336 | consumed samples: 4113920 | consumed tokens: 8425308160 | elapsed time per iteration (s): 0.37 | learning rate: 1.718E-04 | global batch size: 256 | lm loss: 3.296623E+00 | grad norm: 0.268 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.477 | TFLOPs: 32.42 | 7: iteration 16080/ 60336 | consumed samples: 4116480 | consumed tokens: 8430551040 | elapsed time per iteration (s): 0.37 | learning rate: 1.718E-04 | global batch size: 256 | lm loss: 3.289513E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.992 | TFLOPs: 32.39 | 7: iteration 16090/ 60336 | consumed samples: 4119040 | consumed tokens: 8435793920 | elapsed time per iteration (s): 0.37 | learning rate: 1.718E-04 | global batch size: 256 | lm loss: 3.297586E+00 | grad norm: 0.300 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.963 | TFLOPs: 32.39 | 7: iteration 16100/ 60336 | consumed samples: 4121600 | consumed tokens: 8441036800 | elapsed time per iteration (s): 0.37 | learning rate: 1.717E-04 | global batch size: 256 | lm loss: 3.295273E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.408 | TFLOPs: 32.37 | 7: iteration 16110/ 60336 | consumed samples: 4124160 | consumed tokens: 8446279680 | elapsed time per iteration (s): 0.37 | learning rate: 1.717E-04 | global batch size: 256 | lm loss: 3.287700E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.930 | TFLOPs: 32.39 | 7: iteration 16120/ 60336 | consumed samples: 4126720 | consumed tokens: 8451522560 | elapsed time per iteration (s): 0.37 | learning rate: 1.717E-04 | global batch size: 256 | lm loss: 3.286351E+00 | grad norm: 0.286 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.734 | TFLOPs: 32.38 | 7: iteration 16130/ 60336 | consumed samples: 4129280 | consumed tokens: 8456765440 | elapsed time per iteration (s): 0.37 | learning rate: 1.716E-04 | global batch size: 256 | lm loss: 3.281241E+00 | grad norm: 0.289 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.575 | TFLOPs: 32.37 | 7: iteration 16140/ 60336 | consumed samples: 4131840 | consumed tokens: 8462008320 | elapsed time per iteration (s): 0.37 | learning rate: 1.716E-04 | global batch size: 256 | lm loss: 3.288285E+00 | grad norm: 0.334 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.956 | TFLOPs: 32.34 | 7: iteration 16150/ 60336 | consumed samples: 4134400 | consumed tokens: 8467251200 | elapsed time per iteration (s): 0.37 | learning rate: 1.716E-04 | global batch size: 256 | lm loss: 3.288313E+00 | grad norm: 0.329 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.318 | TFLOPs: 32.36 | 7: iteration 16160/ 60336 | consumed samples: 4136960 | consumed tokens: 8472494080 | elapsed time per iteration (s): 0.37 | learning rate: 1.715E-04 | global batch size: 256 | lm loss: 3.285127E+00 | grad norm: 0.328 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.846 | TFLOPs: 32.39 | 7: iteration 16170/ 60336 | consumed samples: 4139520 | consumed tokens: 8477736960 | elapsed time per iteration (s): 0.37 | learning rate: 1.715E-04 | global batch size: 256 | lm loss: 3.285688E+00 | grad norm: 0.291 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.986 | TFLOPs: 32.35 | 7: iteration 16180/ 60336 | consumed samples: 4142080 | consumed tokens: 8482979840 | elapsed time per iteration (s): 0.37 | learning rate: 1.714E-04 | global batch size: 256 | lm loss: 3.288988E+00 | grad norm: 0.294 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.236 | TFLOPs: 32.36 | 7: iteration 16190/ 60336 | consumed samples: 4144640 | consumed tokens: 8488222720 | elapsed time per iteration (s): 0.37 | learning rate: 1.714E-04 | global batch size: 256 | lm loss: 3.277139E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.652 | TFLOPs: 32.24 | 7: iteration 16200/ 60336 | consumed samples: 4147200 | consumed tokens: 8493465600 | elapsed time per iteration (s): 0.37 | learning rate: 1.714E-04 | global batch size: 256 | lm loss: 3.290425E+00 | grad norm: 0.325 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.348 | TFLOPs: 32.27 | 7: iteration 16210/ 60336 | consumed samples: 4149760 | consumed tokens: 8498708480 | elapsed time per iteration (s): 0.37 | learning rate: 1.713E-04 | global batch size: 256 | lm loss: 3.287457E+00 | grad norm: 0.316 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.611 | TFLOPs: 32.33 | 7: iteration 16220/ 60336 | consumed samples: 4152320 | consumed tokens: 8503951360 | elapsed time per iteration (s): 0.37 | learning rate: 1.713E-04 | global batch size: 256 | lm loss: 3.281099E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.737 | TFLOPs: 32.33 | 7: iteration 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second: 692.420 | TFLOPs: 32.32 | 7: iteration 16260/ 60336 | consumed samples: 4162560 | consumed tokens: 8524922880 | elapsed time per iteration (s): 0.37 | learning rate: 1.712E-04 | global batch size: 256 | lm loss: 3.283632E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.740 | TFLOPs: 32.33 | 7: iteration 16270/ 60336 | consumed samples: 4165120 | consumed tokens: 8530165760 | elapsed time per iteration (s): 0.37 | learning rate: 1.711E-04 | global batch size: 256 | lm loss: 3.286533E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.759 | TFLOPs: 32.34 | 7: iteration 16280/ 60336 | consumed samples: 4167680 | consumed tokens: 8535408640 | elapsed time per iteration (s): 0.37 | learning rate: 1.711E-04 | global batch size: 256 | lm loss: 3.281446E+00 | grad norm: 0.263 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.214 | TFLOPs: 32.12 | 7: iteration 16290/ 60336 | consumed samples: 4170240 | consumed tokens: 8540651520 | elapsed time per iteration (s): 0.37 | learning rate: 1.711E-04 | global batch size: 256 | lm loss: 3.275792E+00 | grad norm: 0.314 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.897 | TFLOPs: 32.34 | 7: iteration 16300/ 60336 | consumed samples: 4172800 | consumed tokens: 8545894400 | elapsed time per iteration (s): 0.37 | learning rate: 1.710E-04 | global batch size: 256 | lm loss: 3.281221E+00 | grad norm: 0.290 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.532 | TFLOPs: 32.32 | 7: iteration 16310/ 60336 | consumed samples: 4175360 | consumed tokens: 8551137280 | elapsed time per iteration (s): 0.37 | learning rate: 1.710E-04 | global batch size: 256 | lm loss: 3.294955E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.669 | TFLOPs: 32.33 | 7: iteration 16320/ 60336 | consumed samples: 4177920 | consumed tokens: 8556380160 | elapsed time per iteration (s): 0.37 | learning rate: 1.710E-04 | global batch size: 256 | lm loss: 3.292545E+00 | grad norm: 0.317 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.785 | TFLOPs: 32.34 | 7: iteration 16330/ 60336 | consumed samples: 4180480 | consumed tokens: 8561623040 | elapsed time per iteration (s): 0.37 | learning rate: 1.709E-04 | global batch size: 256 | lm loss: 3.279404E+00 | grad norm: 0.290 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.481 | TFLOPs: 32.32 | 7: iteration 16340/ 60336 | consumed samples: 4183040 | consumed tokens: 8566865920 | elapsed time per iteration (s): 0.37 | learning rate: 1.709E-04 | global batch size: 256 | lm loss: 3.286647E+00 | grad norm: 0.326 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.909 | TFLOPs: 32.11 | 7: iteration 16350/ 60336 | consumed samples: 4185600 | consumed tokens: 8572108800 | elapsed time per iteration (s): 0.37 | learning rate: 1.709E-04 | global batch size: 256 | lm loss: 3.289250E+00 | grad norm: 0.319 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.627 | TFLOPs: 32.33 | 7: iteration 16360/ 60336 | consumed samples: 4188160 | consumed tokens: 8577351680 | elapsed time per iteration (s): 0.37 | learning rate: 1.708E-04 | global batch size: 256 | lm loss: 3.302202E+00 | grad norm: 0.285 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.562 | TFLOPs: 32.33 | 7: iteration 16370/ 60336 | consumed samples: 4190720 | consumed tokens: 8582594560 | elapsed time per iteration (s): 0.37 | learning rate: 1.708E-04 | global batch size: 256 | lm loss: 3.290295E+00 | grad norm: 0.255 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.020 | TFLOPs: 32.35 | 7: iteration 16380/ 60336 | consumed samples: 4193280 | consumed tokens: 8587837440 | elapsed time per iteration (s): 0.37 | learning rate: 1.708E-04 | global batch size: 256 | lm loss: 3.306204E+00 | grad norm: 0.295 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.409 | TFLOPs: 32.37 | 7: iteration 16390/ 60336 | consumed samples: 4195840 | consumed tokens: 8593080320 | elapsed time per iteration (s): 0.37 | learning rate: 1.707E-04 | global batch size: 256 | lm loss: 3.291198E+00 | grad norm: 0.314 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.920 | TFLOPs: 32.34 | 7: iteration 16400/ 60336 | consumed samples: 4198400 | consumed tokens: 8598323200 | elapsed time 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second: 693.499 | TFLOPs: 32.37 | 7: iteration 16490/ 60336 | consumed samples: 4221440 | consumed tokens: 8645509120 | elapsed time per iteration (s): 0.37 | learning rate: 1.704E-04 | global batch size: 256 | lm loss: 3.285672E+00 | grad norm: 0.276 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.270 | TFLOPs: 32.36 | 7: iteration 16500/ 60336 | consumed samples: 4224000 | consumed tokens: 8650752000 | elapsed time per iteration (s): 0.37 | learning rate: 1.703E-04 | global batch size: 256 | lm loss: 3.274654E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.526 | TFLOPs: 32.32 | 7: iteration 16510/ 60336 | consumed samples: 4226560 | consumed tokens: 8655994880 | elapsed time per iteration (s): 0.37 | learning rate: 1.703E-04 | global batch size: 256 | lm loss: 3.282783E+00 | grad norm: 0.286 | num zeros: 0.0 | number of skipped iterations: 0 | 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number of nan iterations: 0 | samples per second: 692.439 | TFLOPs: 32.32 | 7: iteration 16750/ 60336 | consumed samples: 4288000 | consumed tokens: 8781824000 | elapsed time per iteration (s): 0.37 | learning rate: 1.695E-04 | global batch size: 256 | lm loss: 3.292950E+00 | grad norm: 0.276 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.315 | TFLOPs: 32.36 | 7: iteration 16760/ 60336 | consumed samples: 4290560 | consumed tokens: 8787066880 | elapsed time per iteration (s): 0.37 | learning rate: 1.694E-04 | global batch size: 256 | lm loss: 3.280505E+00 | grad norm: 0.296 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.477 | TFLOPs: 32.32 | 7: iteration 16770/ 60336 | consumed samples: 4293120 | consumed tokens: 8792309760 | elapsed time per iteration (s): 0.37 | learning rate: 1.694E-04 | global batch size: 256 | lm loss: 3.271941E+00 | grad norm: 0.312 | num zeros: 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1.692E-04 | global batch size: 256 | lm loss: 3.279521E+00 | grad norm: 0.261 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.366 | TFLOPs: 32.36 | 7: iteration 16840/ 60336 | consumed samples: 4311040 | consumed tokens: 8829009920 | elapsed time per iteration (s): 0.37 | learning rate: 1.691E-04 | global batch size: 256 | lm loss: 3.277705E+00 | grad norm: 0.298 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.701 | TFLOPs: 32.33 | 7: iteration 16850/ 60336 | consumed samples: 4313600 | consumed tokens: 8834252800 | elapsed time per iteration (s): 0.37 | learning rate: 1.691E-04 | global batch size: 256 | lm loss: 3.290079E+00 | grad norm: 0.253 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.186 | TFLOPs: 32.36 | 7: iteration 16860/ 60336 | consumed samples: 4316160 | consumed tokens: 8839495680 | elapsed time per iteration (s): 0.37 | learning rate: 1.691E-04 | global batch size: 256 | lm loss: 3.278578E+00 | grad norm: 0.263 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.383 | TFLOPs: 32.36 | 7: iteration 16870/ 60336 | consumed samples: 4318720 | consumed tokens: 8844738560 | elapsed time per iteration (s): 0.37 | learning rate: 1.690E-04 | global batch size: 256 | lm loss: 3.273125E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.153 | TFLOPs: 32.35 | 7: iteration 16880/ 60336 | consumed samples: 4321280 | consumed tokens: 8849981440 | elapsed time per iteration (s): 0.37 | learning rate: 1.690E-04 | global batch size: 256 | lm loss: 3.284178E+00 | grad norm: 0.294 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.965 | TFLOPs: 32.35 | 7: iteration 16890/ 60336 | consumed samples: 4323840 | consumed tokens: 8855224320 | elapsed time per iteration (s): 0.37 | learning rate: 1.690E-04 | global batch size: 256 | lm loss: 3.273194E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.029 | TFLOPs: 32.35 | 7: iteration 16900/ 60336 | consumed samples: 4326400 | consumed tokens: 8860467200 | elapsed time per iteration (s): 0.37 | learning rate: 1.689E-04 | global batch size: 256 | lm loss: 3.268340E+00 | grad norm: 0.288 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.257 | TFLOPs: 32.36 | 7: iteration 16910/ 60336 | consumed samples: 4328960 | consumed tokens: 8865710080 | elapsed time per iteration (s): 0.37 | learning rate: 1.689E-04 | global batch size: 256 | lm loss: 3.284174E+00 | grad norm: 0.283 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.220 | TFLOPs: 32.36 | 7: iteration 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second: 693.234 | TFLOPs: 32.36 | 7: iteration 16950/ 60336 | consumed samples: 4339200 | consumed tokens: 8886681600 | elapsed time per iteration (s): 0.37 | learning rate: 1.687E-04 | global batch size: 256 | lm loss: 3.268555E+00 | grad norm: 0.293 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.934 | TFLOPs: 32.34 | 7: iteration 16960/ 60336 | consumed samples: 4341760 | consumed tokens: 8891924480 | elapsed time per iteration (s): 0.37 | learning rate: 1.687E-04 | global batch size: 256 | lm loss: 3.295639E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.464 | TFLOPs: 32.37 | 7: iteration 16970/ 60336 | consumed samples: 4344320 | consumed tokens: 8897167360 | elapsed time per iteration (s): 0.37 | learning rate: 1.687E-04 | global batch size: 256 | lm loss: 3.272392E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.986 | TFLOPs: 32.35 | 7: iteration 16980/ 60336 | consumed samples: 4346880 | consumed tokens: 8902410240 | elapsed time per iteration (s): 0.37 | learning rate: 1.686E-04 | global batch size: 256 | lm loss: 3.290892E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.064 | TFLOPs: 32.35 | 7: iteration 16990/ 60336 | consumed samples: 4349440 | consumed tokens: 8907653120 | elapsed time per iteration (s): 0.37 | learning rate: 1.686E-04 | global batch size: 256 | lm loss: 3.285292E+00 | grad norm: 0.306 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.315 | TFLOPs: 32.36 | 7: iteration 17000/ 60336 | consumed samples: 4352000 | consumed tokens: 8912896000 | elapsed time per iteration (s): 0.37 | learning rate: 1.686E-04 | global batch size: 256 | lm loss: 3.271711E+00 | grad norm: 0.375 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.241 | TFLOPs: 32.36 | 7: ------------------------------------------------------------------------------------------------ 7: validation loss at iteration 17000 | lm loss value: 3.731929E+00 | lm loss PPL: 4.175959E+01 | 7: ------------------------------------------------------------------------------------------------ 0: saving checkpoint at iteration 17000 to checkpoints_146m32b100m 0: [2023-03-16 11:47:58,528] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step17000 is begin to save! 0: [2023-03-16 11:47:58,533] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100m/global_step17000/layer_01-model_00-model_states.pt... 0: [2023-03-16 11:47:58,617] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step17000/layer_01-model_00-model_states.pt. 0: [2023-03-16 11:47:58,618] [INFO] 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iteration 17020/ 60336 | consumed samples: 4357120 | consumed tokens: 8923381760 | elapsed time per iteration (s): 0.37 | learning rate: 1.685E-04 | global batch size: 256 | lm loss: 3.281913E+00 | grad norm: 0.297 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.184 | TFLOPs: 32.31 | 7: iteration 17030/ 60336 | consumed samples: 4359680 | consumed tokens: 8928624640 | elapsed time per iteration (s): 0.37 | learning rate: 1.684E-04 | global batch size: 256 | lm loss: 3.270819E+00 | grad norm: 0.291 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.627 | TFLOPs: 32.33 | 7: iteration 17040/ 60336 | consumed samples: 4362240 | consumed tokens: 8933867520 | elapsed time per iteration (s): 0.37 | learning rate: 1.684E-04 | global batch size: 256 | lm loss: 3.284850E+00 | grad norm: 0.279 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.401 | TFLOPs: 32.32 | 7: iteration 17050/ 60336 | consumed samples: 4364800 | consumed tokens: 8939110400 | elapsed time per iteration (s): 0.37 | learning rate: 1.684E-04 | global batch size: 256 | lm loss: 3.277790E+00 | grad norm: 0.275 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.848 | TFLOPs: 32.34 | 7: iteration 17060/ 60336 | consumed samples: 4367360 | consumed tokens: 8944353280 | elapsed time per iteration (s): 0.37 | learning rate: 1.683E-04 | global batch size: 256 | lm loss: 3.285522E+00 | grad norm: 0.292 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.207 | TFLOPs: 32.31 | 7: iteration 17070/ 60336 | consumed samples: 4369920 | consumed tokens: 8949596160 | elapsed time per iteration (s): 0.37 | learning rate: 1.683E-04 | global batch size: 256 | lm loss: 3.275463E+00 | grad norm: 0.299 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.635 | TFLOPs: 32.33 | 7: iteration 17080/ 60336 | consumed samples: 4372480 | consumed tokens: 8954839040 | elapsed time per iteration (s): 0.37 | learning rate: 1.683E-04 | global batch size: 256 | lm loss: 3.267548E+00 | grad norm: 0.275 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.520 | TFLOPs: 32.37 | 7: iteration 17090/ 60336 | consumed samples: 4375040 | consumed tokens: 8960081920 | elapsed time per iteration (s): 0.37 | learning rate: 1.682E-04 | global batch size: 256 | lm loss: 3.283585E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.251 | TFLOPs: 32.36 | 7: iteration 17100/ 60336 | consumed samples: 4377600 | consumed tokens: 8965324800 | elapsed time per iteration (s): 0.37 | learning rate: 1.682E-04 | global batch size: 256 | lm loss: 3.257294E+00 | grad norm: 0.355 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.290 | TFLOPs: 32.36 | 7: iteration 17110/ 60336 | consumed samples: 4380160 | consumed tokens: 8970567680 | elapsed time per iteration (s): 0.37 | learning rate: 1.682E-04 | global batch size: 256 | lm loss: 3.285813E+00 | grad norm: 0.294 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.166 | TFLOPs: 32.35 | 7: iteration 17120/ 60336 | consumed samples: 4382720 | consumed tokens: 8975810560 | elapsed time per iteration (s): 0.37 | learning rate: 1.681E-04 | global batch size: 256 | lm loss: 3.281356E+00 | grad norm: 0.319 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.191 | TFLOPs: 32.36 | 7: iteration 17130/ 60336 | consumed samples: 4385280 | consumed tokens: 8981053440 | elapsed time per iteration (s): 0.37 | learning rate: 1.681E-04 | global batch size: 256 | lm loss: 3.267757E+00 | grad norm: 0.282 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.267 | TFLOPs: 32.36 | 7: iteration 17140/ 60336 | consumed samples: 4387840 | consumed tokens: 8986296320 | elapsed time per iteration (s): 0.37 | learning rate: 1.681E-04 | global batch size: 256 | lm loss: 3.271669E+00 | grad norm: 0.275 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.761 | TFLOPs: 32.34 | 7: iteration 17150/ 60336 | consumed samples: 4390400 | consumed tokens: 8991539200 | elapsed time per iteration (s): 0.37 | learning rate: 1.680E-04 | global batch size: 256 | lm loss: 3.280309E+00 | grad norm: 0.289 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.321 | TFLOPs: 32.36 | 7: iteration 17160/ 60336 | consumed samples: 4392960 | consumed tokens: 8996782080 | elapsed time per iteration (s): 0.37 | learning rate: 1.680E-04 | global batch size: 256 | lm loss: 3.284085E+00 | grad norm: 0.301 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.751 | TFLOPs: 32.34 | 7: iteration 17170/ 60336 | consumed samples: 4395520 | consumed tokens: 9002024960 | elapsed time per iteration (s): 0.37 | learning rate: 1.679E-04 | global batch size: 256 | lm loss: 3.283532E+00 | grad norm: 0.311 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.652 | TFLOPs: 32.33 | 7: iteration 17180/ 60336 | consumed samples: 4398080 | consumed tokens: 9007267840 | elapsed time per iteration (s): 0.37 | learning rate: 1.679E-04 | global batch size: 256 | lm loss: 3.268002E+00 | grad norm: 0.314 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.572 | TFLOPs: 32.33 | 7: iteration 17190/ 60336 | consumed samples: 4400640 | consumed tokens: 9012510720 | elapsed time 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second: 693.129 | TFLOPs: 32.35 | 7: iteration 17280/ 60336 | consumed samples: 4423680 | consumed tokens: 9059696640 | elapsed time per iteration (s): 0.37 | learning rate: 1.675E-04 | global batch size: 256 | lm loss: 3.279979E+00 | grad norm: 0.293 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.561 | TFLOPs: 32.37 | 7: iteration 17290/ 60336 | consumed samples: 4426240 | consumed tokens: 9064939520 | elapsed time per iteration (s): 0.37 | learning rate: 1.675E-04 | global batch size: 256 | lm loss: 3.269804E+00 | grad norm: 0.349 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.214 | TFLOPs: 32.36 | 7: iteration 17300/ 60336 | consumed samples: 4428800 | consumed tokens: 9070182400 | elapsed time per iteration (s): 0.37 | learning rate: 1.675E-04 | global batch size: 256 | lm loss: 3.275143E+00 | grad norm: 0.315 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.982 | TFLOPs: 32.35 | 7: iteration 17310/ 60336 | consumed samples: 4431360 | consumed tokens: 9075425280 | elapsed time per iteration (s): 0.37 | learning rate: 1.674E-04 | global batch size: 256 | lm loss: 3.266315E+00 | grad norm: 0.282 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.035 | TFLOPs: 32.35 | 7: iteration 17320/ 60336 | consumed samples: 4433920 | consumed tokens: 9080668160 | elapsed time per iteration (s): 0.37 | learning rate: 1.674E-04 | global batch size: 256 | lm loss: 3.259402E+00 | grad norm: 0.291 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.534 | TFLOPs: 32.37 | 7: iteration 17330/ 60336 | consumed samples: 4436480 | consumed tokens: 9085911040 | elapsed time per iteration (s): 0.37 | learning rate: 1.674E-04 | global batch size: 256 | lm loss: 3.273790E+00 | grad norm: 0.304 | num zeros: 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3.273793E+00 | grad norm: 0.263 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.359 | TFLOPs: 32.36 | 7: iteration 17370/ 60336 | consumed samples: 4446720 | consumed tokens: 9106882560 | elapsed time per iteration (s): 0.37 | learning rate: 1.672E-04 | global batch size: 256 | lm loss: 3.272759E+00 | grad norm: 0.285 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.931 | TFLOPs: 32.39 | 7: iteration 17380/ 60336 | consumed samples: 4449280 | consumed tokens: 9112125440 | elapsed time per iteration (s): 0.37 | learning rate: 1.672E-04 | global batch size: 256 | lm loss: 3.274765E+00 | grad norm: 0.314 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.168 | TFLOPs: 32.35 | 7: iteration 17390/ 60336 | consumed samples: 4451840 | consumed tokens: 9117368320 | elapsed time per iteration (s): 0.37 | learning rate: 1.671E-04 | global batch size: 256 | lm loss: 3.275732E+00 | grad norm: 0.309 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.803 | TFLOPs: 32.34 | 7: iteration 17400/ 60336 | consumed samples: 4454400 | consumed tokens: 9122611200 | elapsed time per iteration (s): 0.37 | learning rate: 1.671E-04 | global batch size: 256 | lm loss: 3.281249E+00 | grad norm: 0.273 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.150 | TFLOPs: 32.35 | 7: iteration 17410/ 60336 | consumed samples: 4456960 | consumed tokens: 9127854080 | elapsed time per iteration (s): 0.37 | learning rate: 1.671E-04 | global batch size: 256 | lm loss: 3.270731E+00 | grad norm: 0.293 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.975 | TFLOPs: 32.35 | 7: iteration 17420/ 60336 | consumed samples: 4459520 | consumed tokens: 9133096960 | elapsed time 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second: 693.278 | TFLOPs: 32.36 | 7: iteration 17510/ 60336 | consumed samples: 4482560 | consumed tokens: 9180282880 | elapsed time per iteration (s): 0.37 | learning rate: 1.667E-04 | global batch size: 256 | lm loss: 3.262527E+00 | grad norm: 0.297 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.400 | TFLOPs: 32.37 | 7: iteration 17520/ 60336 | consumed samples: 4485120 | consumed tokens: 9185525760 | elapsed time per iteration (s): 0.37 | learning rate: 1.667E-04 | global batch size: 256 | lm loss: 3.285794E+00 | grad norm: 0.270 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.042 | TFLOPs: 32.35 | 7: iteration 17530/ 60336 | consumed samples: 4487680 | consumed tokens: 9190768640 | elapsed time per iteration (s): 0.37 | learning rate: 1.666E-04 | global batch size: 256 | lm loss: 3.271223E+00 | grad norm: 0.288 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.447 | TFLOPs: 32.37 | 7: iteration 17540/ 60336 | consumed samples: 4490240 | consumed tokens: 9196011520 | elapsed time per iteration (s): 0.37 | learning rate: 1.666E-04 | global batch size: 256 | lm loss: 3.265547E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.544 | TFLOPs: 32.37 | 7: iteration 17550/ 60336 | consumed samples: 4492800 | consumed tokens: 9201254400 | elapsed time per iteration (s): 0.37 | learning rate: 1.666E-04 | global batch size: 256 | lm loss: 3.272882E+00 | grad norm: 0.300 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.424 | TFLOPs: 32.37 | 7: iteration 17560/ 60336 | consumed samples: 4495360 | consumed tokens: 9206497280 | elapsed time per iteration (s): 0.37 | learning rate: 1.665E-04 | global batch size: 256 | lm loss: 3.275166E+00 | grad norm: 0.280 | num zeros: 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3.269133E+00 | grad norm: 0.261 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.402 | TFLOPs: 32.37 | 7: iteration 17600/ 60336 | consumed samples: 4505600 | consumed tokens: 9227468800 | elapsed time per iteration (s): 0.37 | learning rate: 1.664E-04 | global batch size: 256 | lm loss: 3.283490E+00 | grad norm: 0.289 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.153 | TFLOPs: 32.35 | 7: iteration 17610/ 60336 | consumed samples: 4508160 | consumed tokens: 9232711680 | elapsed time per iteration (s): 0.37 | learning rate: 1.663E-04 | global batch size: 256 | lm loss: 3.271457E+00 | grad norm: 0.268 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.480 | TFLOPs: 32.14 | 7: iteration 17620/ 60336 | consumed samples: 4510720 | consumed tokens: 9237954560 | elapsed time per iteration (s): 0.37 | learning rate: 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second: 692.925 | TFLOPs: 32.34 | 7: iteration 17970/ 60336 | consumed samples: 4600320 | consumed tokens: 9421455360 | elapsed time per iteration (s): 0.37 | learning rate: 1.650E-04 | global batch size: 256 | lm loss: 3.256753E+00 | grad norm: 0.285 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.579 | TFLOPs: 32.33 | 7: iteration 17980/ 60336 | consumed samples: 4602880 | consumed tokens: 9426698240 | elapsed time per iteration (s): 0.37 | learning rate: 1.650E-04 | global batch size: 256 | lm loss: 3.254217E+00 | grad norm: 0.301 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.923 | TFLOPs: 32.34 | 7: iteration 17990/ 60336 | consumed samples: 4605440 | consumed tokens: 9431941120 | elapsed time per iteration (s): 0.37 | learning rate: 1.649E-04 | global batch size: 256 | lm loss: 3.259037E+00 | grad norm: 0.318 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.599 | TFLOPs: 32.33 | 0: [2023-03-16 11:54:08,311] [INFO] [logging.py:68:log_dist] [Rank 0] step=18000, skipped=0, lr=[0.00016488386930404097, 0.00016488386930404097, 0.00016488386930404097], mom=[(0.9, 0.999), (0.9, 0.999), (0.9, 0.999)] 7: iteration 18000/ 60336 | consumed samples: 4608000 | consumed tokens: 9437184000 | elapsed time per iteration (s): 0.37 | learning rate: 1.649E-04 | global batch size: 256 | lm loss: 3.265988E+00 | grad norm: 0.275 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.860 | TFLOPs: 32.34 | 0: steps: 18000 loss: 3.2757 iter time (s): 0.368 samples/sec: 696.249 7: ------------------------------------------------------------------------------------------------ 7: validation loss at iteration 18000 | lm loss value: 3.753591E+00 | lm loss PPL: 4.267403E+01 | 7: ------------------------------------------------------------------------------------------------ 0: saving checkpoint at iteration 18000 to checkpoints_146m32b100m 0: [2023-03-16 11:54:08,433] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step18000 is begin to save! 0: [2023-03-16 11:54:08,436] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100m/global_step18000/layer_01-model_00-model_states.pt... 0: [2023-03-16 11:54:08,520] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step18000/layer_01-model_00-model_states.pt. 0: [2023-03-16 11:54:08,521] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100m/global_step18000/layer_03-model_00-model_states.pt... 0: [2023-03-16 11:54:08,537] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step18000/layer_03-model_00-model_states.pt. 0: [2023-03-16 11:54:08,537] [INFO] 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checkpoints_146m32b100m/global_step18000/bf16_zero_pp_rank_26_mp_rank_00_optim_states.pt... 1: [2023-03-16 11:54:08,806] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step18000/bf16_zero_pp_rank_8_mp_rank_00_optim_states.pt. 1: [2023-03-16 11:54:08,806] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step18000/bf16_zero_pp_rank_8_mp_rank_00_optim_states.pt 1: [2023-03-16 11:54:08,806] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step18000 is ready now! 7: [2023-03-16 11:54:08,806] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step18000/bf16_zero_pp_rank_56_mp_rank_00_optim_states.pt. 7: [2023-03-16 11:54:08,806] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step18000/bf16_zero_pp_rank_56_mp_rank_00_optim_states.pt 7: [2023-03-16 11:54:08,806] [INFO] 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[engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step18000/bf16_zero_pp_rank_17_mp_rank_00_optim_states.pt 2: [2023-03-16 11:54:08,808] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step18000 is ready now! 2: [2023-03-16 11:54:08,808] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step18000/bf16_zero_pp_rank_22_mp_rank_00_optim_states.pt 2: [2023-03-16 11:54:08,808] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step18000 is ready now! 0: [2023-03-16 11:54:08,808] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step18000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt. 4: [2023-03-16 11:54:08,808] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step18000/bf16_zero_pp_rank_33_mp_rank_00_optim_states.pt. 4: [2023-03-16 11:54:08,808] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step18000/bf16_zero_pp_rank_33_mp_rank_00_optim_states.pt 4: [2023-03-16 11:54:08,808] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step18000 is ready now! 3: [2023-03-16 11:54:08,808] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step18000/bf16_zero_pp_rank_30_mp_rank_00_optim_states.pt. 3: [2023-03-16 11:54:08,808] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step18000/bf16_zero_pp_rank_30_mp_rank_00_optim_states.pt 3: [2023-03-16 11:54:08,808] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step18000 is ready now! 7: [2023-03-16 11:54:08,809] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step18000/bf16_zero_pp_rank_59_mp_rank_00_optim_states.pt. 7: [2023-03-16 11:54:08,809] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step18000/bf16_zero_pp_rank_59_mp_rank_00_optim_states.pt 7: [2023-03-16 11:54:08,809] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step18000 is ready now! 4: [2023-03-16 11:54:08,809] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step18000/bf16_zero_pp_rank_39_mp_rank_00_optim_states.pt. 4: [2023-03-16 11:54:08,809] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step18000/bf16_zero_pp_rank_39_mp_rank_00_optim_states.pt 4: [2023-03-16 11:54:08,809] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step18000 is ready now! 6: [2023-03-16 11:54:08,810] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step18000/bf16_zero_pp_rank_48_mp_rank_00_optim_states.pt. 6: [2023-03-16 11:54:08,810] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step18000/bf16_zero_pp_rank_48_mp_rank_00_optim_states.pt 6: [2023-03-16 11:54:08,810] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step18000 is ready now! 6: [2023-03-16 11:54:08,810] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step18000/bf16_zero_pp_rank_55_mp_rank_00_optim_states.pt. 6: [2023-03-16 11:54:08,810] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step18000/bf16_zero_pp_rank_55_mp_rank_00_optim_states.pt 6: [2023-03-16 11:54:08,810] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step18000 is ready now! 4: [2023-03-16 11:54:08,810] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step18000/bf16_zero_pp_rank_37_mp_rank_00_optim_states.pt. 4: [2023-03-16 11:54:08,810] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step18000/bf16_zero_pp_rank_37_mp_rank_00_optim_states.pt 4: [2023-03-16 11:54:08,811] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step18000 is ready now! 0: [2023-03-16 11:54:08,811] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step18000/bf16_zero_pp_rank_5_mp_rank_00_optim_states.pt. 0: [2023-03-16 11:54:08,811] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step18000/bf16_zero_pp_rank_5_mp_rank_00_optim_states.pt 0: [2023-03-16 11:54:08,811] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step18000 is ready now! 6: [2023-03-16 11:54:08,811] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step18000/bf16_zero_pp_rank_53_mp_rank_00_optim_states.pt. 6: [2023-03-16 11:54:08,811] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step18000/bf16_zero_pp_rank_53_mp_rank_00_optim_states.pt 6: [2023-03-16 11:54:08,811] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step18000 is ready now! 7: [2023-03-16 11:54:08,811] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step18000/bf16_zero_pp_rank_57_mp_rank_00_optim_states.pt. 7: [2023-03-16 11:54:08,811] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step18000/bf16_zero_pp_rank_57_mp_rank_00_optim_states.pt 7: [2023-03-16 11:54:08,811] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step18000 is ready now! 6: [2023-03-16 11:54:08,812] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step18000/bf16_zero_pp_rank_50_mp_rank_00_optim_states.pt. 6: [2023-03-16 11:54:08,812] [INFO] 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checkpoints_146m32b100m/global_step18000/bf16_zero_pp_rank_26_mp_rank_00_optim_states.pt 3: [2023-03-16 11:54:08,820] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step18000 is ready now! 6: [2023-03-16 11:54:08,818] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step18000/bf16_zero_pp_rank_51_mp_rank_00_optim_states.pt 6: [2023-03-16 11:54:08,818] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step18000 is ready now! 2: [2023-03-16 11:54:08,821] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step18000/bf16_zero_pp_rank_23_mp_rank_00_optim_states.pt. 2: [2023-03-16 11:54:08,821] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step18000/bf16_zero_pp_rank_23_mp_rank_00_optim_states.pt 2: [2023-03-16 11:54:08,821] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint 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checkpoints_146m32b100m/global_step18000/bf16_zero_pp_rank_35_mp_rank_00_optim_states.pt 4: [2023-03-16 11:54:08,822] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step18000 is ready now! 4: [2023-03-16 11:54:08,822] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step18000/bf16_zero_pp_rank_36_mp_rank_00_optim_states.pt 4: [2023-03-16 11:54:08,822] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step18000 is ready now! 3: [2023-03-16 11:54:08,822] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step18000/bf16_zero_pp_rank_25_mp_rank_00_optim_states.pt. 3: [2023-03-16 11:54:08,822] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step18000/bf16_zero_pp_rank_29_mp_rank_00_optim_states.pt. 3: [2023-03-16 11:54:08,823] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step18000/bf16_zero_pp_rank_29_mp_rank_00_optim_states.pt 3: [2023-03-16 11:54:08,822] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step18000/bf16_zero_pp_rank_27_mp_rank_00_optim_states.pt. 3: [2023-03-16 11:54:08,823] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step18000/bf16_zero_pp_rank_25_mp_rank_00_optim_states.pt 3: [2023-03-16 11:54:08,823] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step18000 is ready now! 3: [2023-03-16 11:54:08,823] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step18000 is ready now! 3: [2023-03-16 11:54:08,823] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step18000/bf16_zero_pp_rank_27_mp_rank_00_optim_states.pt 3: [2023-03-16 11:54:08,823] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint 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[engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step18000/bf16_zero_pp_rank_46_mp_rank_00_optim_states.pt 5: [2023-03-16 11:54:08,824] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step18000 is ready now! 5: [2023-03-16 11:54:08,823] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step18000/bf16_zero_pp_rank_45_mp_rank_00_optim_states.pt. 5: [2023-03-16 11:54:08,824] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step18000 is ready now! 5: [2023-03-16 11:54:08,824] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step18000 is ready now! 5: [2023-03-16 11:54:08,824] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step18000/bf16_zero_pp_rank_45_mp_rank_00_optim_states.pt 5: [2023-03-16 11:54:08,824] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint 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[torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step18000 is ready now! 5: [2023-03-16 11:54:08,824] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step18000/bf16_zero_pp_rank_40_mp_rank_00_optim_states.pt 5: [2023-03-16 11:54:08,824] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step18000/bf16_zero_pp_rank_43_mp_rank_00_optim_states.pt 5: [2023-03-16 11:54:08,824] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step18000/bf16_zero_pp_rank_41_mp_rank_00_optim_states.pt 5: [2023-03-16 11:54:08,824] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step18000 is ready now! 5: [2023-03-16 11:54:08,824] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step18000 is ready now! 5: [2023-03-16 11:54:08,824] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step18000 is ready now! 0: [2023-03-16 11:54:08,840] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step18000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt 0: [2023-03-16 11:54:08,840] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step18000 is ready now! 0: successfully saved checkpoint at iteration 18000 to checkpoints_146m32b100m 7: time (ms) | save-checkpoint: 412.14 7: iteration 18010/ 60336 | consumed samples: 4610560 | consumed tokens: 9442426880 | elapsed time per iteration (s): 0.42 | learning rate: 1.648E-04 | global batch size: 256 | lm loss: 3.270882E+00 | grad norm: 0.289 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 607.439 | TFLOPs: 28.35 | 7: iteration 18020/ 60336 | consumed samples: 4613120 | consumed tokens: 9447669760 | elapsed time per iteration (s): 0.37 | learning rate: 1.648E-04 | global batch size: 256 | lm loss: 3.254107E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.104 | TFLOPs: 32.35 | 7: iteration 18030/ 60336 | consumed samples: 4615680 | consumed tokens: 9452912640 | elapsed time per iteration (s): 0.37 | learning rate: 1.648E-04 | global batch size: 256 | lm loss: 3.268937E+00 | grad norm: 0.293 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.974 | TFLOPs: 32.35 | 7: iteration 18040/ 60336 | consumed samples: 4618240 | consumed tokens: 9458155520 | elapsed time per iteration (s): 0.37 | learning rate: 1.647E-04 | global batch size: 256 | lm loss: 3.264374E+00 | grad norm: 0.280 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.080 | TFLOPs: 32.35 | 7: iteration 18050/ 60336 | consumed samples: 4620800 | consumed tokens: 9463398400 | elapsed time per iteration (s): 0.37 | learning rate: 1.647E-04 | global batch size: 256 | lm loss: 3.266753E+00 | grad norm: 0.295 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.693 | TFLOPs: 32.38 | 7: iteration 18060/ 60336 | consumed samples: 4623360 | consumed tokens: 9468641280 | elapsed time per iteration (s): 0.37 | learning rate: 1.647E-04 | global batch size: 256 | lm loss: 3.254790E+00 | grad norm: 0.313 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.729 | TFLOPs: 32.38 | 7: iteration 18070/ 60336 | consumed samples: 4625920 | consumed tokens: 9473884160 | elapsed time per iteration (s): 0.37 | learning rate: 1.646E-04 | global batch size: 256 | lm loss: 3.255203E+00 | grad norm: 0.287 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.210 | TFLOPs: 32.36 | 7: iteration 18080/ 60336 | consumed samples: 4628480 | consumed tokens: 9479127040 | elapsed time per iteration (s): 0.37 | learning rate: 1.646E-04 | global batch size: 256 | lm loss: 3.258318E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.013 | TFLOPs: 32.35 | 7: iteration 18090/ 60336 | consumed samples: 4631040 | consumed tokens: 9484369920 | elapsed time per iteration (s): 0.37 | learning rate: 1.645E-04 | global batch size: 256 | lm loss: 3.255162E+00 | grad norm: 0.260 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.466 | TFLOPs: 32.32 | 7: iteration 18100/ 60336 | consumed samples: 4633600 | consumed tokens: 9489612800 | elapsed time per iteration (s): 0.37 | learning rate: 1.645E-04 | global batch size: 256 | lm loss: 3.254290E+00 | grad norm: 0.288 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.500 | TFLOPs: 32.37 | 7: iteration 18110/ 60336 | consumed samples: 4636160 | consumed tokens: 9494855680 | elapsed time per iteration (s): 0.37 | learning rate: 1.645E-04 | global batch size: 256 | lm loss: 3.266057E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.276 | TFLOPs: 32.36 | 7: iteration 18120/ 60336 | consumed samples: 4638720 | consumed tokens: 9500098560 | elapsed time per iteration (s): 0.37 | learning rate: 1.644E-04 | global batch size: 256 | lm loss: 3.269123E+00 | grad norm: 0.287 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.350 | TFLOPs: 32.36 | 7: iteration 18130/ 60336 | consumed samples: 4641280 | consumed tokens: 9505341440 | elapsed time per iteration (s): 0.37 | learning rate: 1.644E-04 | global batch size: 256 | lm loss: 3.253243E+00 | grad norm: 0.283 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.485 | TFLOPs: 32.37 | 7: iteration 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second: 693.202 | TFLOPs: 32.36 | 7: iteration 18170/ 60336 | consumed samples: 4651520 | consumed tokens: 9526312960 | elapsed time per iteration (s): 0.37 | learning rate: 1.642E-04 | global batch size: 256 | lm loss: 3.251373E+00 | grad norm: 0.298 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.474 | TFLOPs: 32.37 | 7: iteration 18180/ 60336 | consumed samples: 4654080 | consumed tokens: 9531555840 | elapsed time per iteration (s): 0.37 | learning rate: 1.642E-04 | global batch size: 256 | lm loss: 3.263185E+00 | grad norm: 0.296 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 683.253 | TFLOPs: 31.89 | 7: iteration 18190/ 60336 | consumed samples: 4656640 | consumed tokens: 9536798720 | elapsed time per iteration (s): 0.37 | learning rate: 1.642E-04 | global batch size: 256 | lm loss: 3.250167E+00 | grad norm: 0.329 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.525 | TFLOPs: 32.37 | 7: iteration 18200/ 60336 | consumed samples: 4659200 | consumed tokens: 9542041600 | elapsed time per iteration (s): 0.37 | learning rate: 1.641E-04 | global batch size: 256 | lm loss: 3.258847E+00 | grad norm: 0.308 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.638 | TFLOPs: 32.38 | 7: iteration 18210/ 60336 | consumed samples: 4661760 | consumed tokens: 9547284480 | elapsed time per iteration (s): 0.37 | learning rate: 1.641E-04 | global batch size: 256 | lm loss: 3.265432E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.561 | TFLOPs: 32.37 | 7: iteration 18220/ 60336 | consumed samples: 4664320 | consumed tokens: 9552527360 | elapsed time per iteration (s): 0.37 | learning rate: 1.641E-04 | global batch size: 256 | lm loss: 3.265393E+00 | grad norm: 0.287 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.351 | TFLOPs: 32.36 | 7: iteration 18230/ 60336 | consumed samples: 4666880 | consumed tokens: 9557770240 | elapsed time per iteration (s): 0.37 | learning rate: 1.640E-04 | global batch size: 256 | lm loss: 3.262639E+00 | grad norm: 0.304 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.433 | TFLOPs: 32.37 | 7: iteration 18240/ 60336 | consumed samples: 4669440 | consumed tokens: 9563013120 | elapsed time per iteration (s): 0.37 | learning rate: 1.640E-04 | global batch size: 256 | lm loss: 3.265656E+00 | grad norm: 0.322 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.068 | TFLOPs: 32.35 | 7: iteration 18250/ 60336 | consumed samples: 4672000 | consumed tokens: 9568256000 | elapsed time per iteration (s): 0.37 | learning rate: 1.639E-04 | global batch size: 256 | lm loss: 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1.638E-04 | global batch size: 256 | lm loss: 3.254232E+00 | grad norm: 0.288 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.142 | TFLOPs: 32.35 | 7: iteration 18290/ 60336 | consumed samples: 4682240 | consumed tokens: 9589227520 | elapsed time per iteration (s): 0.37 | learning rate: 1.638E-04 | global batch size: 256 | lm loss: 3.260905E+00 | grad norm: 0.283 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.921 | TFLOPs: 32.34 | 7: iteration 18300/ 60336 | consumed samples: 4684800 | consumed tokens: 9594470400 | elapsed time per iteration (s): 0.37 | learning rate: 1.638E-04 | global batch size: 256 | lm loss: 3.265588E+00 | grad norm: 0.279 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.312 | TFLOPs: 32.36 | 7: iteration 18310/ 60336 | consumed samples: 4687360 | consumed tokens: 9599713280 | elapsed time per iteration (s): 0.37 | learning rate: 1.637E-04 | global batch size: 256 | lm loss: 3.233863E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.029 | TFLOPs: 32.35 | 7: iteration 18320/ 60336 | consumed samples: 4689920 | consumed tokens: 9604956160 | elapsed time per iteration (s): 0.37 | learning rate: 1.637E-04 | global batch size: 256 | lm loss: 3.255221E+00 | grad norm: 0.290 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.997 | TFLOPs: 32.35 | 7: iteration 18330/ 60336 | consumed samples: 4692480 | consumed tokens: 9610199040 | elapsed time per iteration (s): 0.37 | learning rate: 1.636E-04 | global batch size: 256 | lm loss: 3.255116E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.981 | TFLOPs: 32.35 | 7: iteration 18340/ 60336 | consumed samples: 4695040 | consumed tokens: 9615441920 | elapsed time per iteration (s): 0.37 | learning rate: 1.636E-04 | global batch size: 256 | lm loss: 3.250003E+00 | grad norm: 0.284 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.881 | TFLOPs: 32.34 | 7: iteration 18350/ 60336 | consumed samples: 4697600 | consumed tokens: 9620684800 | elapsed time per iteration (s): 0.37 | learning rate: 1.636E-04 | global batch size: 256 | lm loss: 3.262492E+00 | grad norm: 0.322 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.271 | TFLOPs: 32.36 | 7: iteration 18360/ 60336 | consumed samples: 4700160 | consumed tokens: 9625927680 | elapsed time per iteration (s): 0.37 | learning rate: 1.635E-04 | global batch size: 256 | lm loss: 3.253361E+00 | grad norm: 0.279 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.976 | TFLOPs: 32.35 | 7: iteration 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second: 692.858 | TFLOPs: 32.34 | 7: iteration 18400/ 60336 | consumed samples: 4710400 | consumed tokens: 9646899200 | elapsed time per iteration (s): 0.37 | learning rate: 1.634E-04 | global batch size: 256 | lm loss: 3.254678E+00 | grad norm: 0.295 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.037 | TFLOPs: 32.35 | 7: iteration 18410/ 60336 | consumed samples: 4712960 | consumed tokens: 9652142080 | elapsed time per iteration (s): 0.37 | learning rate: 1.633E-04 | global batch size: 256 | lm loss: 3.259462E+00 | grad norm: 0.270 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.283 | TFLOPs: 32.36 | 7: iteration 18420/ 60336 | consumed samples: 4715520 | consumed tokens: 9657384960 | elapsed time per iteration (s): 0.37 | learning rate: 1.633E-04 | global batch size: 256 | lm loss: 3.271331E+00 | grad norm: 0.295 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.468 | TFLOPs: 32.32 | 7: iteration 18430/ 60336 | consumed samples: 4718080 | consumed tokens: 9662627840 | elapsed time per iteration (s): 0.37 | learning rate: 1.633E-04 | global batch size: 256 | lm loss: 3.257400E+00 | grad norm: 0.291 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.425 | TFLOPs: 32.27 | 7: iteration 18440/ 60336 | consumed samples: 4720640 | consumed tokens: 9667870720 | elapsed time per iteration (s): 0.37 | learning rate: 1.632E-04 | global batch size: 256 | lm loss: 3.254056E+00 | grad norm: 0.273 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.511 | TFLOPs: 32.28 | 7: iteration 18450/ 60336 | consumed samples: 4723200 | consumed tokens: 9673113600 | elapsed time per iteration (s): 0.37 | learning rate: 1.632E-04 | global batch size: 256 | lm loss: 3.260357E+00 | grad norm: 0.297 | num zeros: 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second: 691.508 | TFLOPs: 32.28 | 7: iteration 18630/ 60336 | consumed samples: 4769280 | consumed tokens: 9767485440 | elapsed time per iteration (s): 0.37 | learning rate: 1.625E-04 | global batch size: 256 | lm loss: 3.265334E+00 | grad norm: 0.275 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.342 | TFLOPs: 32.27 | 7: iteration 18640/ 60336 | consumed samples: 4771840 | consumed tokens: 9772728320 | elapsed time per iteration (s): 0.37 | learning rate: 1.625E-04 | global batch size: 256 | lm loss: 3.249716E+00 | grad norm: 0.286 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.581 | TFLOPs: 32.28 | 7: iteration 18650/ 60336 | consumed samples: 4774400 | consumed tokens: 9777971200 | elapsed time per iteration (s): 0.37 | learning rate: 1.624E-04 | global batch size: 256 | lm loss: 3.247166E+00 | grad norm: 0.289 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.881 | TFLOPs: 32.29 | 7: iteration 18660/ 60336 | consumed samples: 4776960 | consumed tokens: 9783214080 | elapsed time per iteration (s): 0.37 | learning rate: 1.624E-04 | global batch size: 256 | lm loss: 3.244654E+00 | grad norm: 0.300 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.090 | TFLOPs: 32.26 | 7: iteration 18670/ 60336 | consumed samples: 4779520 | consumed tokens: 9788456960 | elapsed time per iteration (s): 0.37 | learning rate: 1.623E-04 | global batch size: 256 | lm loss: 3.246124E+00 | grad norm: 0.305 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.460 | TFLOPs: 32.27 | 7: iteration 18680/ 60336 | consumed samples: 4782080 | consumed tokens: 9793699840 | elapsed time per iteration (s): 0.37 | learning rate: 1.623E-04 | global batch size: 256 | lm loss: 3.255161E+00 | grad norm: 0.329 | num zeros: 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consumed tokens: 9856614400 | elapsed time per iteration (s): 0.37 | learning rate: 1.618E-04 | global batch size: 256 | lm loss: 3.239490E+00 | grad norm: 0.274 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.005 | TFLOPs: 32.30 | 7: iteration 18810/ 60336 | consumed samples: 4815360 | consumed tokens: 9861857280 | elapsed time per iteration (s): 0.37 | learning rate: 1.618E-04 | global batch size: 256 | lm loss: 3.249460E+00 | grad norm: 0.290 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.217 | TFLOPs: 32.31 | 7: iteration 18820/ 60336 | consumed samples: 4817920 | consumed tokens: 9867100160 | elapsed time per iteration (s): 0.37 | learning rate: 1.618E-04 | global batch size: 256 | lm loss: 3.255331E+00 | grad norm: 0.288 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.490 | TFLOPs: 32.32 | 7: iteration 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second: 693.019 | TFLOPs: 32.35 | 7: iteration 18860/ 60336 | consumed samples: 4828160 | consumed tokens: 9888071680 | elapsed time per iteration (s): 0.37 | learning rate: 1.616E-04 | global batch size: 256 | lm loss: 3.253868E+00 | grad norm: 0.313 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.310 | TFLOPs: 32.36 | 7: iteration 18870/ 60336 | consumed samples: 4830720 | consumed tokens: 9893314560 | elapsed time per iteration (s): 0.37 | learning rate: 1.616E-04 | global batch size: 256 | lm loss: 3.251176E+00 | grad norm: 0.284 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.721 | TFLOPs: 32.33 | 7: iteration 18880/ 60336 | consumed samples: 4833280 | consumed tokens: 9898557440 | elapsed time per iteration (s): 0.37 | learning rate: 1.615E-04 | global batch size: 256 | lm loss: 3.240711E+00 | grad norm: 0.297 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.399 | TFLOPs: 32.37 | 7: iteration 18890/ 60336 | consumed samples: 4835840 | consumed tokens: 9903800320 | elapsed time per iteration (s): 0.37 | learning rate: 1.615E-04 | global batch size: 256 | lm loss: 3.266260E+00 | grad norm: 0.291 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.752 | TFLOPs: 32.38 | 7: iteration 18900/ 60336 | consumed samples: 4838400 | consumed tokens: 9909043200 | elapsed time per iteration (s): 0.37 | learning rate: 1.614E-04 | global batch size: 256 | lm loss: 3.249577E+00 | grad norm: 0.288 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.538 | TFLOPs: 32.37 | 7: iteration 18910/ 60336 | consumed samples: 4840960 | consumed tokens: 9914286080 | elapsed time per iteration (s): 0.37 | learning rate: 1.614E-04 | global batch size: 256 | lm loss: 3.248303E+00 | grad norm: 0.275 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.859 | TFLOPs: 32.39 | 7: iteration 18920/ 60336 | consumed samples: 4843520 | consumed tokens: 9919528960 | elapsed time per iteration (s): 0.37 | learning rate: 1.614E-04 | global batch size: 256 | lm loss: 3.247049E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.264 | TFLOPs: 32.36 | 7: iteration 18930/ 60336 | consumed samples: 4846080 | consumed tokens: 9924771840 | elapsed time per iteration (s): 0.37 | learning rate: 1.613E-04 | global batch size: 256 | lm loss: 3.250317E+00 | grad norm: 0.303 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.067 | TFLOPs: 32.35 | 7: iteration 18940/ 60336 | consumed samples: 4848640 | consumed tokens: 9930014720 | elapsed time per iteration (s): 0.37 | learning rate: 1.613E-04 | global batch size: 256 | lm loss: 3.247884E+00 | grad norm: 0.292 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.494 | TFLOPs: 32.37 | 7: iteration 18950/ 60336 | consumed samples: 4851200 | consumed tokens: 9935257600 | elapsed time per iteration (s): 0.37 | learning rate: 1.613E-04 | global batch size: 256 | lm loss: 3.248236E+00 | grad norm: 0.282 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.829 | TFLOPs: 32.39 | 7: iteration 18960/ 60336 | consumed samples: 4853760 | consumed tokens: 9940500480 | elapsed time per iteration (s): 0.37 | learning rate: 1.612E-04 | global batch size: 256 | lm loss: 3.244274E+00 | grad norm: 0.280 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.255 | TFLOPs: 32.27 | 7: iteration 18970/ 60336 | consumed samples: 4856320 | consumed tokens: 9945743360 | elapsed time per iteration (s): 0.37 | learning rate: 1.612E-04 | global batch size: 256 | lm loss: 3.252873E+00 | grad norm: 0.303 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.634 | TFLOPs: 32.38 | 7: iteration 18980/ 60336 | consumed samples: 4858880 | consumed tokens: 9950986240 | elapsed time per iteration (s): 0.37 | learning rate: 1.611E-04 | global batch size: 256 | lm loss: 3.250845E+00 | grad norm: 0.283 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.817 | TFLOPs: 32.38 | 7: iteration 18990/ 60336 | consumed samples: 4861440 | consumed tokens: 9956229120 | elapsed time per iteration (s): 0.37 | learning rate: 1.611E-04 | global batch size: 256 | lm loss: 3.237410E+00 | grad norm: 0.290 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.942 | TFLOPs: 32.39 | 7: iteration 19000/ 60336 | consumed samples: 4864000 | consumed tokens: 9961472000 | elapsed time per iteration (s): 0.37 | learning rate: 1.611E-04 | global batch size: 256 | lm loss: 3.249466E+00 | grad norm: 0.287 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.256 | TFLOPs: 32.36 | 7: ------------------------------------------------------------------------------------------------ 7: validation loss at iteration 19000 | lm loss value: 3.720757E+00 | lm loss PPL: 4.129564E+01 | 7: ------------------------------------------------------------------------------------------------ 0: saving checkpoint at iteration 19000 to checkpoints_146m32b100m 0: [2023-03-16 12:00:18,622] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step19000 is begin to save! 0: [2023-03-16 12:00:18,624] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100m/global_step19000/layer_01-model_00-model_states.pt... 0: [2023-03-16 12:00:18,709] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved 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checkpoints_146m32b100m/global_step19000/bf16_zero_pp_rank_58_mp_rank_00_optim_states.pt 4: [2023-03-16 12:00:19,002] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step19000/bf16_zero_pp_rank_38_mp_rank_00_optim_states.pt. 7: [2023-03-16 12:00:19,003] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step19000 is ready now! 4: [2023-03-16 12:00:19,003] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step19000/bf16_zero_pp_rank_38_mp_rank_00_optim_states.pt 4: [2023-03-16 12:00:19,003] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step19000 is ready now! 1: [2023-03-16 12:00:19,003] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step19000/bf16_zero_pp_rank_8_mp_rank_00_optim_states.pt. 1: [2023-03-16 12:00:19,003] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step19000/bf16_zero_pp_rank_8_mp_rank_00_optim_states.pt 2: [2023-03-16 12:00:19,000] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step19000/bf16_zero_pp_rank_23_mp_rank_00_optim_states.pt. 1: [2023-03-16 12:00:19,003] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step19000 is ready now! 2: [2023-03-16 12:00:19,001] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step19000/bf16_zero_pp_rank_23_mp_rank_00_optim_states.pt 2: [2023-03-16 12:00:19,001] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step19000 is ready now! 2: [2023-03-16 12:00:19,001] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step19000/bf16_zero_pp_rank_19_mp_rank_00_optim_states.pt. 2: [2023-03-16 12:00:19,001] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved 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| lm loss: 3.253749E+00 | grad norm: 0.276 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 609.253 | TFLOPs: 28.44 | 7: iteration 19020/ 60336 | consumed samples: 4869120 | consumed tokens: 9971957760 | elapsed time per iteration (s): 0.37 | learning rate: 1.610E-04 | global batch size: 256 | lm loss: 3.248439E+00 | grad norm: 0.284 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.193 | TFLOPs: 32.36 | 7: iteration 19030/ 60336 | consumed samples: 4871680 | consumed tokens: 9977200640 | elapsed time per iteration (s): 0.37 | learning rate: 1.609E-04 | global batch size: 256 | lm loss: 3.249652E+00 | grad norm: 0.283 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.020 | TFLOPs: 32.35 | 7: iteration 19040/ 60336 | consumed samples: 4874240 | consumed tokens: 9982443520 | elapsed time per iteration (s): 0.37 | learning rate: 1.609E-04 | global batch size: 256 | lm loss: 3.247352E+00 | grad norm: 0.283 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.166 | TFLOPs: 32.35 | 7: iteration 19050/ 60336 | consumed samples: 4876800 | consumed tokens: 9987686400 | elapsed time per iteration (s): 0.37 | learning rate: 1.609E-04 | global batch size: 256 | lm loss: 3.258394E+00 | grad norm: 0.287 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.110 | TFLOPs: 32.31 | 7: iteration 19060/ 60336 | consumed samples: 4879360 | consumed tokens: 9992929280 | elapsed time per iteration (s): 0.37 | learning rate: 1.608E-04 | global batch size: 256 | lm loss: 3.236118E+00 | grad norm: 0.290 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.111 | TFLOPs: 32.35 | 7: iteration 19070/ 60336 | consumed samples: 4881920 | consumed tokens: 9998172160 | elapsed time per iteration (s): 0.37 | learning rate: 1.608E-04 | global batch size: 256 | lm loss: 3.249347E+00 | grad norm: 0.273 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.091 | TFLOPs: 32.35 | 7: iteration 19080/ 60336 | consumed samples: 4884480 | consumed tokens: 10003415040 | elapsed time per iteration (s): 0.37 | learning rate: 1.607E-04 | global batch size: 256 | lm loss: 3.251232E+00 | grad norm: 0.317 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.491 | TFLOPs: 32.32 | 7: iteration 19090/ 60336 | consumed samples: 4887040 | consumed tokens: 10008657920 | elapsed time per iteration (s): 0.37 | learning rate: 1.607E-04 | global batch size: 256 | lm loss: 3.244629E+00 | grad norm: 0.295 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.833 | TFLOPs: 32.34 | 7: iteration 19100/ 60336 | consumed samples: 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iteration 19130/ 60336 | consumed samples: 4897280 | consumed tokens: 10029629440 | elapsed time per iteration (s): 0.37 | learning rate: 1.606E-04 | global batch size: 256 | lm loss: 3.259258E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.040 | TFLOPs: 32.35 | 7: iteration 19140/ 60336 | consumed samples: 4899840 | consumed tokens: 10034872320 | elapsed time per iteration (s): 0.37 | learning rate: 1.605E-04 | global batch size: 256 | lm loss: 3.250050E+00 | grad norm: 0.298 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.895 | TFLOPs: 32.34 | 7: iteration 19150/ 60336 | consumed samples: 4902400 | consumed tokens: 10040115200 | elapsed time per iteration (s): 0.37 | learning rate: 1.605E-04 | global batch size: 256 | lm loss: 3.251258E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.883 | TFLOPs: 32.34 | 7: iteration 19160/ 60336 | consumed samples: 4904960 | consumed tokens: 10045358080 | elapsed time per iteration (s): 0.37 | learning rate: 1.604E-04 | global batch size: 256 | lm loss: 3.245311E+00 | grad norm: 0.274 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.004 | TFLOPs: 32.35 | 7: iteration 19170/ 60336 | consumed samples: 4907520 | consumed tokens: 10050600960 | elapsed time per iteration (s): 0.37 | learning rate: 1.604E-04 | global batch size: 256 | lm loss: 3.239270E+00 | grad norm: 0.312 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.714 | TFLOPs: 32.33 | 7: iteration 19180/ 60336 | consumed samples: 4910080 | consumed tokens: 10055843840 | elapsed time per iteration (s): 0.37 | learning rate: 1.604E-04 | global batch size: 256 | lm loss: 3.240829E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.858 | TFLOPs: 32.11 | 7: iteration 19190/ 60336 | consumed samples: 4912640 | consumed tokens: 10061086720 | elapsed time per iteration (s): 0.37 | learning rate: 1.603E-04 | global batch size: 256 | lm loss: 3.249101E+00 | grad norm: 0.290 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.517 | TFLOPs: 32.28 | 7: iteration 19200/ 60336 | consumed samples: 4915200 | consumed tokens: 10066329600 | elapsed time per iteration (s): 0.37 | learning rate: 1.603E-04 | global batch size: 256 | lm loss: 3.257109E+00 | grad norm: 0.310 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.440 | TFLOPs: 32.27 | 7: iteration 19210/ 60336 | consumed samples: 4917760 | consumed tokens: 10071572480 | elapsed time per iteration (s): 0.37 | learning rate: 1.602E-04 | global batch size: 256 | lm loss: 3.240804E+00 | grad norm: 0.298 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.531 | TFLOPs: 32.28 | 7: iteration 19220/ 60336 | consumed samples: 4920320 | consumed tokens: 10076815360 | elapsed time per iteration (s): 0.37 | learning rate: 1.602E-04 | global batch size: 256 | lm loss: 3.232316E+00 | grad norm: 0.303 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.963 | TFLOPs: 32.30 | 7: iteration 19230/ 60336 | consumed samples: 4922880 | consumed tokens: 10082058240 | elapsed time per iteration (s): 0.37 | learning rate: 1.602E-04 | global batch size: 256 | lm loss: 3.246391E+00 | grad norm: 0.295 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.614 | TFLOPs: 32.28 | 7: iteration 19240/ 60336 | consumed samples: 4925440 | consumed tokens: 10087301120 | elapsed time per iteration (s): 0.37 | learning rate: 1.601E-04 | global batch size: 256 | lm loss: 3.235863E+00 | grad norm: 0.268 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.371 | TFLOPs: 32.27 | 7: iteration 19250/ 60336 | consumed samples: 4928000 | consumed tokens: 10092544000 | elapsed time per iteration (s): 0.37 | learning rate: 1.601E-04 | global batch size: 256 | lm loss: 3.251490E+00 | grad norm: 0.270 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.020 | TFLOPs: 32.35 | 7: iteration 19260/ 60336 | consumed samples: 4930560 | consumed tokens: 10097786880 | elapsed time per iteration (s): 0.37 | learning rate: 1.600E-04 | global batch size: 256 | lm loss: 3.242607E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.690 | TFLOPs: 32.33 | 7: iteration 19270/ 60336 | consumed samples: 4933120 | consumed tokens: 10103029760 | elapsed time per iteration (s): 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consumed samples: 4948480 | consumed tokens: 10134487040 | elapsed time per iteration (s): 0.37 | learning rate: 1.598E-04 | global batch size: 256 | lm loss: 3.249662E+00 | grad norm: 0.309 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.112 | TFLOPs: 32.26 | 7: iteration 19340/ 60336 | consumed samples: 4951040 | consumed tokens: 10139729920 | elapsed time per iteration (s): 0.37 | learning rate: 1.597E-04 | global batch size: 256 | lm loss: 3.240963E+00 | grad norm: 0.284 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.741 | TFLOPs: 32.29 | 7: iteration 19350/ 60336 | consumed samples: 4953600 | consumed tokens: 10144972800 | elapsed time per iteration (s): 0.37 | learning rate: 1.597E-04 | global batch size: 256 | lm loss: 3.237796E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.658 | TFLOPs: 32.28 | 7: iteration 19360/ 60336 | consumed samples: 4956160 | consumed tokens: 10150215680 | elapsed time per iteration (s): 0.37 | learning rate: 1.596E-04 | global batch size: 256 | lm loss: 3.256789E+00 | grad norm: 0.285 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.661 | TFLOPs: 32.28 | 7: iteration 19370/ 60336 | consumed samples: 4958720 | consumed tokens: 10155458560 | elapsed time per iteration (s): 0.37 | learning rate: 1.596E-04 | global batch size: 256 | lm loss: 3.235434E+00 | grad norm: 0.292 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.535 | TFLOPs: 32.28 | 7: iteration 19380/ 60336 | consumed samples: 4961280 | consumed tokens: 10160701440 | elapsed time per iteration (s): 0.37 | learning rate: 1.596E-04 | global batch size: 256 | lm loss: 3.247850E+00 | grad norm: 0.284 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.872 | TFLOPs: 32.29 | 7: iteration 19390/ 60336 | consumed samples: 4963840 | consumed tokens: 10165944320 | elapsed time per iteration (s): 0.37 | learning rate: 1.595E-04 | global batch size: 256 | lm loss: 3.250183E+00 | grad norm: 0.292 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.022 | TFLOPs: 32.30 | 7: iteration 19400/ 60336 | consumed samples: 4966400 | consumed tokens: 10171187200 | elapsed time per iteration (s): 0.37 | learning rate: 1.595E-04 | global batch size: 256 | lm loss: 3.249463E+00 | grad norm: 0.314 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.346 | TFLOPs: 32.32 | 7: iteration 19410/ 60336 | consumed samples: 4968960 | consumed tokens: 10176430080 | elapsed time per iteration (s): 0.37 | learning rate: 1.594E-04 | global batch size: 256 | lm loss: 3.235228E+00 | grad norm: 0.297 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.943 | TFLOPs: 32.30 | 7: iteration 19420/ 60336 | consumed samples: 4971520 | consumed tokens: 10181672960 | elapsed time per iteration (s): 0.37 | learning rate: 1.594E-04 | global batch size: 256 | lm loss: 3.250443E+00 | grad norm: 0.299 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.088 | TFLOPs: 32.30 | 7: iteration 19430/ 60336 | consumed samples: 4974080 | consumed tokens: 10186915840 | elapsed time per iteration (s): 0.37 | learning rate: 1.594E-04 | global batch size: 256 | lm loss: 3.263602E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.760 | TFLOPs: 32.29 | 7: iteration 19440/ 60336 | consumed samples: 4976640 | consumed tokens: 10192158720 | elapsed time per iteration (s): 0.37 | learning rate: 1.593E-04 | global batch size: 256 | lm loss: 3.245734E+00 | grad norm: 0.302 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.073 | TFLOPs: 32.35 | 7: iteration 19450/ 60336 | consumed samples: 4979200 | consumed tokens: 10197401600 | elapsed time per iteration (s): 0.37 | learning rate: 1.593E-04 | global batch size: 256 | lm loss: 3.247798E+00 | grad norm: 0.270 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.703 | TFLOPs: 32.33 | 7: iteration 19460/ 60336 | consumed samples: 4981760 | consumed tokens: 10202644480 | elapsed time per iteration (s): 0.37 | learning rate: 1.593E-04 | global batch size: 256 | lm loss: 3.224479E+00 | grad norm: 0.331 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.535 | TFLOPs: 32.32 | 7: iteration 19470/ 60336 | consumed samples: 4984320 | consumed tokens: 10207887360 | elapsed time per iteration (s): 0.37 | learning rate: 1.592E-04 | global batch size: 256 | lm loss: 3.242958E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.808 | TFLOPs: 32.34 | 7: iteration 19480/ 60336 | consumed samples: 4986880 | consumed tokens: 10213130240 | elapsed time per iteration (s): 0.37 | learning rate: 1.592E-04 | global batch size: 256 | lm loss: 3.255563E+00 | grad norm: 0.279 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.775 | TFLOPs: 32.34 | 7: iteration 19490/ 60336 | consumed samples: 4989440 | consumed tokens: 10218373120 | elapsed time per iteration (s): 0.37 | learning rate: 1.591E-04 | global batch size: 256 | lm loss: 3.243651E+00 | grad norm: 0.282 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.202 | TFLOPs: 32.36 | 7: iteration 19500/ 60336 | consumed samples: 4992000 | consumed tokens: 10223616000 | elapsed time per iteration (s): 0.37 | learning rate: 1.591E-04 | global batch size: 256 | lm loss: 3.244248E+00 | grad norm: 0.307 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.529 | TFLOPs: 32.32 | 7: iteration 19510/ 60336 | consumed samples: 4994560 | consumed tokens: 10228858880 | elapsed time per iteration (s): 0.37 | learning rate: 1.591E-04 | global batch size: 256 | lm loss: 3.241594E+00 | grad norm: 0.290 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.823 | TFLOPs: 32.34 | 7: iteration 19520/ 60336 | consumed samples: 4997120 | consumed tokens: 10234101760 | elapsed time per iteration (s): 0.37 | learning rate: 1.590E-04 | global batch size: 256 | lm loss: 3.245397E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.600 | TFLOPs: 32.09 | 7: iteration 19530/ 60336 | consumed samples: 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samples per second: 693.659 | TFLOPs: 32.38 | 7: iteration 19590/ 60336 | consumed samples: 5015040 | consumed tokens: 10270801920 | elapsed time per iteration (s): 0.37 | learning rate: 1.587E-04 | global batch size: 256 | lm loss: 3.259517E+00 | grad norm: 0.317 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.783 | TFLOPs: 32.38 | 7: iteration 19600/ 60336 | consumed samples: 5017600 | consumed tokens: 10276044800 | elapsed time per iteration (s): 0.37 | learning rate: 1.587E-04 | global batch size: 256 | lm loss: 3.233154E+00 | grad norm: 0.321 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.463 | TFLOPs: 32.37 | 7: iteration 19610/ 60336 | consumed samples: 5020160 | consumed tokens: 10281287680 | elapsed time per iteration (s): 0.37 | learning rate: 1.587E-04 | global batch size: 256 | lm loss: 3.246745E+00 | grad norm: 0.275 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.955 | TFLOPs: 32.34 | 7: iteration 19620/ 60336 | consumed samples: 5022720 | consumed tokens: 10286530560 | elapsed time per iteration (s): 0.37 | learning rate: 1.586E-04 | global batch size: 256 | lm loss: 3.237307E+00 | grad norm: 0.256 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.814 | TFLOPs: 32.34 | 7: iteration 19630/ 60336 | consumed samples: 5025280 | consumed tokens: 10291773440 | elapsed time per iteration (s): 0.37 | learning rate: 1.586E-04 | global batch size: 256 | lm loss: 3.248686E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.805 | TFLOPs: 32.34 | 7: iteration 19640/ 60336 | consumed samples: 5027840 | consumed tokens: 10297016320 | elapsed time per iteration (s): 0.37 | learning rate: 1.585E-04 | global batch size: 256 | lm loss: 3.237398E+00 | grad norm: 0.296 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.586 | TFLOPs: 32.33 | 7: iteration 19650/ 60336 | consumed samples: 5030400 | consumed tokens: 10302259200 | elapsed time per iteration (s): 0.37 | learning rate: 1.585E-04 | global batch size: 256 | lm loss: 3.237420E+00 | grad norm: 0.308 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.999 | TFLOPs: 32.35 | 7: iteration 19660/ 60336 | consumed samples: 5032960 | consumed tokens: 10307502080 | elapsed time per iteration (s): 0.37 | learning rate: 1.585E-04 | global batch size: 256 | lm loss: 3.240292E+00 | grad norm: 0.323 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.883 | TFLOPs: 32.29 | 7: iteration 19670/ 60336 | consumed samples: 5035520 | consumed tokens: 10312744960 | elapsed time per iteration (s): 0.37 | learning rate: 1.584E-04 | global batch size: 256 | lm loss: 3.237341E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.959 | TFLOPs: 32.30 | 7: iteration 19680/ 60336 | consumed samples: 5038080 | consumed tokens: 10317987840 | elapsed time per iteration (s): 0.37 | learning rate: 1.584E-04 | global batch size: 256 | lm loss: 3.239175E+00 | grad norm: 0.291 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.422 | TFLOPs: 32.32 | 7: iteration 19690/ 60336 | consumed samples: 5040640 | consumed tokens: 10323230720 | elapsed time per iteration (s): 0.37 | learning rate: 1.583E-04 | global batch size: 256 | lm loss: 3.247509E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.952 | TFLOPs: 32.30 | 7: iteration 19700/ 60336 | consumed samples: 5043200 | consumed tokens: 10328473600 | elapsed time per iteration (s): 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time per iteration (s): 0.37 | learning rate: 1.574E-04 | global batch size: 256 | lm loss: 3.252251E+00 | grad norm: 0.282 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.356 | TFLOPs: 32.36 | 7: iteration 19940/ 60336 | consumed samples: 5104640 | consumed tokens: 10454302720 | elapsed time per iteration (s): 0.37 | learning rate: 1.573E-04 | global batch size: 256 | lm loss: 3.240594E+00 | grad norm: 0.287 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.807 | TFLOPs: 32.29 | 7: iteration 19950/ 60336 | consumed samples: 5107200 | consumed tokens: 10459545600 | elapsed time per iteration (s): 0.37 | learning rate: 1.573E-04 | global batch size: 256 | lm loss: 3.233673E+00 | grad norm: 0.295 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.718 | TFLOPs: 32.29 | 7: iteration 19960/ 60336 | consumed samples: 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iteration 19990/ 60336 | consumed samples: 5117440 | consumed tokens: 10480517120 | elapsed time per iteration (s): 0.37 | learning rate: 1.571E-04 | global batch size: 256 | lm loss: 3.236905E+00 | grad norm: 0.312 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.842 | TFLOPs: 32.34 | 0: [2023-03-16 12:06:28,748] [INFO] [logging.py:68:log_dist] [Rank 0] step=20000, skipped=0, lr=[0.0001570914128216334, 0.0001570914128216334, 0.0001570914128216334], mom=[(0.9, 0.999), (0.9, 0.999), (0.9, 0.999)] 7: iteration 20000/ 60336 | consumed samples: 5120000 | consumed tokens: 10485760000 | elapsed time per iteration (s): 0.37 | learning rate: 1.571E-04 | global batch size: 256 | lm loss: 3.238730E+00 | grad norm: 0.295 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.961 | TFLOPs: 32.34 | 0: steps: 20000 loss: 3.2305 iter time (s): 0.368 samples/sec: 695.029 7: ------------------------------------------------------------------------------------------------ 7: validation loss at iteration 20000 | lm loss value: 3.767649E+00 | lm loss PPL: 4.327821E+01 | 7: ------------------------------------------------------------------------------------------------ 0: saving checkpoint at iteration 20000 to checkpoints_146m32b100m 0: [2023-03-16 12:06:28,871] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step20000 is begin to save! 0: [2023-03-16 12:06:28,873] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100m/global_step20000/layer_01-model_00-model_states.pt... 0: [2023-03-16 12:06:28,958] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step20000/layer_01-model_00-model_states.pt. 0: [2023-03-16 12:06:28,958] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100m/global_step20000/layer_03-model_00-model_states.pt... 0: [2023-03-16 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3: [2023-03-16 12:06:29,244] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step20000 is ready now! 0: [2023-03-16 12:06:29,245] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step20000/bf16_zero_pp_rank_6_mp_rank_00_optim_states.pt 0: [2023-03-16 12:06:29,244] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step20000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt. 0: [2023-03-16 12:06:29,245] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step20000 is ready now! 6: [2023-03-16 12:06:29,243] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step20000/bf16_zero_pp_rank_54_mp_rank_00_optim_states.pt 6: [2023-03-16 12:06:29,244] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step20000 is ready now! 2: [2023-03-16 12:06:29,245] [INFO] 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7: [2023-03-16 12:06:29,247] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step20000/bf16_zero_pp_rank_63_mp_rank_00_optim_states.pt 2: [2023-03-16 12:06:29,247] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step20000 is ready now! 7: [2023-03-16 12:06:29,247] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step20000 is ready now! 3: [2023-03-16 12:06:29,247] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step20000/bf16_zero_pp_rank_29_mp_rank_00_optim_states.pt. 2: [2023-03-16 12:06:29,247] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step20000/bf16_zero_pp_rank_22_mp_rank_00_optim_states.pt. 3: [2023-03-16 12:06:29,247] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step20000/bf16_zero_pp_rank_29_mp_rank_00_optim_states.pt 3: [2023-03-16 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1: [2023-03-16 12:06:29,255] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step20000/bf16_zero_pp_rank_14_mp_rank_00_optim_states.pt 1: [2023-03-16 12:06:29,255] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step20000/bf16_zero_pp_rank_8_mp_rank_00_optim_states.pt 1: [2023-03-16 12:06:29,255] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step20000/bf16_zero_pp_rank_15_mp_rank_00_optim_states.pt 5: [2023-03-16 12:06:29,246] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step20000 is ready now! 1: [2023-03-16 12:06:29,255] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step20000 is ready now! 5: [2023-03-16 12:06:29,251] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step20000/bf16_zero_pp_rank_46_mp_rank_00_optim_states.pt. 1: [2023-03-16 12:06:29,255] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step20000 is ready now! 1: [2023-03-16 12:06:29,255] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step20000 is ready now! 1: [2023-03-16 12:06:29,255] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step20000 is ready now! 5: [2023-03-16 12:06:29,251] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step20000/bf16_zero_pp_rank_46_mp_rank_00_optim_states.pt 5: [2023-03-16 12:06:29,251] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step20000 is ready now! 5: [2023-03-16 12:06:29,251] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step20000/bf16_zero_pp_rank_40_mp_rank_00_optim_states.pt. 5: [2023-03-16 12:06:29,251] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step20000/bf16_zero_pp_rank_40_mp_rank_00_optim_states.pt 5: [2023-03-16 12:06:29,251] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step20000 is ready now! 5: [2023-03-16 12:06:29,251] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step20000/bf16_zero_pp_rank_43_mp_rank_00_optim_states.pt. 5: [2023-03-16 12:06:29,252] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step20000/bf16_zero_pp_rank_43_mp_rank_00_optim_states.pt 5: [2023-03-16 12:06:29,252] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step20000 is ready now! 5: [2023-03-16 12:06:29,252] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step20000/bf16_zero_pp_rank_44_mp_rank_00_optim_states.pt. 5: [2023-03-16 12:06:29,252] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step20000/bf16_zero_pp_rank_42_mp_rank_00_optim_states.pt. 5: [2023-03-16 12:06:29,252] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step20000/bf16_zero_pp_rank_44_mp_rank_00_optim_states.pt 5: [2023-03-16 12:06:29,252] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step20000/bf16_zero_pp_rank_42_mp_rank_00_optim_states.pt 5: [2023-03-16 12:06:29,252] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step20000 is ready now! 5: [2023-03-16 12:06:29,253] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step20000 is ready now! 6: [2023-03-16 12:06:29,248] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step20000/bf16_zero_pp_rank_48_mp_rank_00_optim_states.pt 6: [2023-03-16 12:06:29,248] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] 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[torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step20000 is ready now! 6: [2023-03-16 12:06:29,256] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step20000/bf16_zero_pp_rank_53_mp_rank_00_optim_states.pt. 0: [2023-03-16 12:06:29,258] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step20000/bf16_zero_pp_rank_7_mp_rank_00_optim_states.pt 6: [2023-03-16 12:06:29,256] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step20000/bf16_zero_pp_rank_53_mp_rank_00_optim_states.pt 0: [2023-03-16 12:06:29,258] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step20000/bf16_zero_pp_rank_2_mp_rank_00_optim_states.pt 0: [2023-03-16 12:06:29,258] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step20000/bf16_zero_pp_rank_5_mp_rank_00_optim_states.pt 6: [2023-03-16 12:06:29,256] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step20000 is ready now! 0: [2023-03-16 12:06:29,258] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step20000 is ready now! 0: [2023-03-16 12:06:29,258] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step20000 is ready now! 0: [2023-03-16 12:06:29,258] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step20000 is ready now! 6: [2023-03-16 12:06:29,258] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step20000/bf16_zero_pp_rank_49_mp_rank_00_optim_states.pt. 6: [2023-03-16 12:06:29,258] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step20000/bf16_zero_pp_rank_49_mp_rank_00_optim_states.pt 6: [2023-03-16 12:06:29,258] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step20000 is ready now! 0: [2023-03-16 12:06:29,270] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step20000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt 0: [2023-03-16 12:06:29,270] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step20000 is ready now! 0: successfully saved checkpoint at iteration 20000 to checkpoints_146m32b100m 7: time (ms) | save-checkpoint: 403.33 7: iteration 20010/ 60336 | consumed samples: 5122560 | consumed tokens: 10491002880 | elapsed time per iteration (s): 0.42 | learning rate: 1.571E-04 | global batch size: 256 | lm loss: 3.234310E+00 | grad norm: 0.292 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 608.420 | TFLOPs: 28.40 | 7: iteration 20020/ 60336 | consumed samples: 5125120 | consumed tokens: 10496245760 | elapsed time per iteration (s): 0.37 | learning rate: 1.570E-04 | global batch size: 256 | lm loss: 3.226276E+00 | grad norm: 0.279 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.447 | TFLOPs: 32.37 | 7: iteration 20030/ 60336 | consumed samples: 5127680 | consumed tokens: 10501488640 | elapsed time per iteration (s): 0.37 | learning rate: 1.570E-04 | global batch size: 256 | lm loss: 3.242857E+00 | grad norm: 0.275 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.662 | TFLOPs: 32.33 | 7: iteration 20040/ 60336 | consumed samples: 5130240 | consumed tokens: 10506731520 | elapsed time per iteration (s): 0.37 | learning rate: 1.569E-04 | global batch size: 256 | lm loss: 3.236536E+00 | grad norm: 0.280 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.384 | TFLOPs: 32.36 | 7: iteration 20050/ 60336 | consumed samples: 5132800 | consumed tokens: 10511974400 | elapsed time per iteration (s): 0.37 | learning rate: 1.569E-04 | global batch size: 256 | lm loss: 3.248325E+00 | grad norm: 0.291 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.003 | TFLOPs: 32.25 | 7: iteration 20060/ 60336 | consumed samples: 5135360 | consumed tokens: 10517217280 | elapsed time per iteration (s): 0.37 | learning rate: 1.568E-04 | global batch size: 256 | lm loss: 3.236970E+00 | grad norm: 0.297 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.254 | TFLOPs: 32.22 | 7: iteration 20070/ 60336 | consumed samples: 5137920 | consumed tokens: 10522460160 | elapsed time per iteration (s): 0.37 | learning rate: 1.568E-04 | global batch size: 256 | lm loss: 3.237400E+00 | grad norm: 0.308 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.095 | TFLOPs: 32.35 | 7: iteration 20080/ 60336 | consumed samples: 5140480 | consumed tokens: 10527703040 | elapsed time per iteration (s): 0.37 | learning rate: 1.568E-04 | global batch size: 256 | lm loss: 3.242493E+00 | grad norm: 0.309 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.120 | TFLOPs: 32.35 | 7: iteration 20090/ 60336 | consumed samples: 5143040 | consumed tokens: 10532945920 | elapsed time per iteration (s): 0.37 | learning rate: 1.567E-04 | global batch size: 256 | lm loss: 3.242751E+00 | grad norm: 0.301 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.911 | TFLOPs: 32.25 | 7: iteration 20100/ 60336 | consumed samples: 5145600 | consumed tokens: 10538188800 | elapsed time per iteration (s): 0.37 | learning rate: 1.567E-04 | global batch size: 256 | lm loss: 3.234574E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.059 | TFLOPs: 32.35 | 7: iteration 20110/ 60336 | consumed samples: 5148160 | consumed tokens: 10543431680 | elapsed time per iteration (s): 0.37 | learning rate: 1.566E-04 | global batch size: 256 | lm loss: 3.239048E+00 | grad norm: 0.291 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.130 | TFLOPs: 32.35 | 7: iteration 20120/ 60336 | consumed samples: 5150720 | consumed tokens: 10548674560 | elapsed time per iteration (s): 0.37 | learning rate: 1.566E-04 | global batch size: 256 | lm loss: 3.243246E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.257 | TFLOPs: 32.31 | 7: iteration 20130/ 60336 | consumed samples: 5153280 | consumed tokens: 10553917440 | elapsed time per iteration (s): 0.37 | learning rate: 1.566E-04 | global batch size: 256 | lm loss: 3.230960E+00 | grad norm: 0.271 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.684 | TFLOPs: 32.33 | 7: iteration 20140/ 60336 | consumed samples: 5155840 | consumed tokens: 10559160320 | elapsed time per iteration (s): 0.37 | learning rate: 1.565E-04 | global batch size: 256 | lm loss: 3.241866E+00 | grad norm: 0.279 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.058 | TFLOPs: 32.30 | 7: iteration 20150/ 60336 | consumed samples: 5158400 | consumed tokens: 10564403200 | elapsed time per iteration (s): 0.37 | learning rate: 1.565E-04 | global batch size: 256 | lm loss: 3.232346E+00 | grad norm: 0.310 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.449 | TFLOPs: 32.32 | 7: iteration 20160/ 60336 | consumed samples: 5160960 | consumed tokens: 10569646080 | elapsed time per iteration (s): 0.37 | learning rate: 1.564E-04 | global batch size: 256 | lm loss: 3.232327E+00 | grad norm: 0.267 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.699 | TFLOPs: 32.33 | 7: iteration 20170/ 60336 | consumed samples: 5163520 | consumed tokens: 10574888960 | elapsed time per iteration (s): 0.37 | learning rate: 1.564E-04 | global batch size: 256 | lm loss: 3.237186E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.959 | TFLOPs: 32.34 | 7: iteration 20180/ 60336 | consumed samples: 5166080 | consumed tokens: 10580131840 | elapsed time per iteration (s): 0.37 | learning rate: 1.564E-04 | global batch size: 256 | lm loss: 3.243216E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.399 | TFLOPs: 32.32 | 7: iteration 20190/ 60336 | consumed samples: 5168640 | consumed tokens: 10585374720 | elapsed time per iteration (s): 0.37 | learning rate: 1.563E-04 | global batch size: 256 | lm loss: 3.241489E+00 | grad norm: 0.286 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.303 | TFLOPs: 32.13 | 7: iteration 20200/ 60336 | consumed samples: 5171200 | consumed tokens: 10590617600 | elapsed time per iteration (s): 0.37 | learning rate: 1.563E-04 | global batch size: 256 | lm loss: 3.234189E+00 | grad norm: 0.306 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.798 | TFLOPs: 32.34 | 7: iteration 20210/ 60336 | consumed samples: 5173760 | consumed tokens: 10595860480 | elapsed time per iteration (s): 0.37 | learning rate: 1.562E-04 | global batch size: 256 | lm loss: 3.240507E+00 | grad norm: 0.301 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.604 | TFLOPs: 32.33 | 7: iteration 20220/ 60336 | consumed samples: 5176320 | consumed tokens: 10601103360 | elapsed time per iteration (s): 0.37 | learning rate: 1.562E-04 | global batch size: 256 | lm loss: 3.240373E+00 | grad norm: 0.252 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.554 | TFLOPs: 32.33 | 7: iteration 20230/ 60336 | consumed samples: 5178880 | consumed tokens: 10606346240 | elapsed time per iteration (s): 0.37 | learning rate: 1.562E-04 | global batch size: 256 | lm loss: 3.225289E+00 | grad norm: 0.268 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.448 | TFLOPs: 32.32 | 7: iteration 20240/ 60336 | consumed samples: 5181440 | consumed tokens: 10611589120 | elapsed time per iteration (s): 0.37 | learning rate: 1.561E-04 | global batch size: 256 | lm loss: 3.234777E+00 | grad norm: 0.317 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.384 | TFLOPs: 32.36 | 7: iteration 20250/ 60336 | consumed samples: 5184000 | consumed tokens: 10616832000 | elapsed time per iteration (s): 0.37 | learning rate: 1.561E-04 | global batch size: 256 | lm loss: 3.240155E+00 | grad norm: 0.298 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.969 | TFLOPs: 32.35 | 7: iteration 20260/ 60336 | consumed samples: 5186560 | consumed tokens: 10622074880 | elapsed time per iteration (s): 0.37 | learning rate: 1.560E-04 | global batch size: 256 | lm loss: 3.234359E+00 | grad norm: 0.274 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.917 | TFLOPs: 32.34 | 7: iteration 20270/ 60336 | consumed samples: 5189120 | consumed tokens: 10627317760 | elapsed time per iteration (s): 0.37 | learning rate: 1.560E-04 | global batch size: 256 | lm loss: 3.234161E+00 | grad norm: 0.279 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.058 | TFLOPs: 32.35 | 7: iteration 20280/ 60336 | consumed samples: 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iteration 20310/ 60336 | consumed samples: 5199360 | consumed tokens: 10648289280 | elapsed time per iteration (s): 0.37 | learning rate: 1.558E-04 | global batch size: 256 | lm loss: 3.236208E+00 | grad norm: 0.292 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.245 | TFLOPs: 32.36 | 7: iteration 20320/ 60336 | consumed samples: 5201920 | consumed tokens: 10653532160 | elapsed time per iteration (s): 0.37 | learning rate: 1.558E-04 | global batch size: 256 | lm loss: 3.244440E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.336 | TFLOPs: 32.36 | 7: iteration 20330/ 60336 | consumed samples: 5204480 | consumed tokens: 10658775040 | elapsed time per iteration (s): 0.37 | learning rate: 1.558E-04 | global batch size: 256 | lm loss: 3.219202E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.191 | TFLOPs: 32.36 | 7: iteration 20340/ 60336 | consumed samples: 5207040 | consumed tokens: 10664017920 | elapsed time per iteration (s): 0.37 | learning rate: 1.557E-04 | global batch size: 256 | lm loss: 3.231847E+00 | grad norm: 0.306 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.794 | TFLOPs: 32.34 | 7: iteration 20350/ 60336 | consumed samples: 5209600 | consumed tokens: 10669260800 | elapsed time per iteration (s): 0.37 | learning rate: 1.557E-04 | global batch size: 256 | lm loss: 3.226601E+00 | grad norm: 0.315 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.808 | TFLOPs: 32.38 | 7: iteration 20360/ 60336 | consumed samples: 5212160 | consumed tokens: 10674503680 | elapsed time per iteration (s): 0.37 | learning rate: 1.556E-04 | global batch size: 256 | lm loss: 3.232687E+00 | grad norm: 0.279 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 683.701 | TFLOPs: 31.91 | 7: iteration 20370/ 60336 | consumed samples: 5214720 | consumed tokens: 10679746560 | elapsed time per iteration (s): 0.37 | learning rate: 1.556E-04 | global batch size: 256 | lm loss: 3.234254E+00 | grad norm: 0.293 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.261 | TFLOPs: 32.17 | 7: iteration 20380/ 60336 | consumed samples: 5217280 | consumed tokens: 10684989440 | elapsed time per iteration (s): 0.37 | learning rate: 1.555E-04 | global batch size: 256 | lm loss: 3.238855E+00 | grad norm: 0.293 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.912 | TFLOPs: 32.39 | 7: iteration 20390/ 60336 | consumed samples: 5219840 | consumed tokens: 10690232320 | elapsed time per iteration (s): 0.37 | learning rate: 1.555E-04 | global batch size: 256 | lm loss: 3.226225E+00 | grad norm: 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size: 256 | lm loss: 3.229223E+00 | grad norm: 0.249 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.634 | TFLOPs: 32.38 | 7: iteration 20430/ 60336 | consumed samples: 5230080 | consumed tokens: 10711203840 | elapsed time per iteration (s): 0.37 | learning rate: 1.553E-04 | global batch size: 256 | lm loss: 3.235453E+00 | grad norm: 0.263 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.453 | TFLOPs: 32.37 | 7: iteration 20440/ 60336 | consumed samples: 5232640 | consumed tokens: 10716446720 | elapsed time per iteration (s): 0.37 | learning rate: 1.553E-04 | global batch size: 256 | lm loss: 3.225462E+00 | grad norm: 0.279 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.049 | TFLOPs: 32.35 | 7: iteration 20450/ 60336 | consumed samples: 5235200 | consumed tokens: 10721689600 | elapsed time per iteration (s): 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iterations: 0 | samples per second: 693.799 | TFLOPs: 32.38 | 7: iteration 20570/ 60336 | consumed samples: 5265920 | consumed tokens: 10784604160 | elapsed time per iteration (s): 0.37 | learning rate: 1.548E-04 | global batch size: 256 | lm loss: 3.231670E+00 | grad norm: 0.317 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.831 | TFLOPs: 32.39 | 7: iteration 20580/ 60336 | consumed samples: 5268480 | consumed tokens: 10789847040 | elapsed time per iteration (s): 0.37 | learning rate: 1.547E-04 | global batch size: 256 | lm loss: 3.222691E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.945 | TFLOPs: 32.39 | 7: iteration 20590/ 60336 | consumed samples: 5271040 | consumed tokens: 10795089920 | elapsed time per iteration (s): 0.37 | learning rate: 1.547E-04 | global batch size: 256 | lm loss: 3.221030E+00 | grad norm: 0.284 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.404 | TFLOPs: 32.37 | 7: iteration 20600/ 60336 | consumed samples: 5273600 | consumed tokens: 10800332800 | elapsed time per iteration (s): 0.37 | learning rate: 1.546E-04 | global batch size: 256 | lm loss: 3.234141E+00 | grad norm: 0.304 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.917 | TFLOPs: 32.39 | 7: iteration 20610/ 60336 | consumed samples: 5276160 | consumed tokens: 10805575680 | elapsed time per iteration (s): 0.37 | learning rate: 1.546E-04 | global batch size: 256 | lm loss: 3.227583E+00 | grad norm: 0.276 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.209 | TFLOPs: 32.22 | 7: iteration 20620/ 60336 | consumed samples: 5278720 | consumed tokens: 10810818560 | elapsed time per iteration (s): 0.37 | learning rate: 1.546E-04 | global batch size: 256 | lm loss: 3.217499E+00 | grad norm: 0.321 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.521 | TFLOPs: 32.37 | 7: iteration 20630/ 60336 | consumed samples: 5281280 | consumed tokens: 10816061440 | elapsed time per iteration (s): 0.37 | learning rate: 1.545E-04 | global batch size: 256 | lm loss: 3.212260E+00 | grad norm: 0.274 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.914 | TFLOPs: 32.39 | 7: iteration 20640/ 60336 | consumed samples: 5283840 | consumed tokens: 10821304320 | elapsed time per iteration (s): 0.37 | learning rate: 1.545E-04 | global batch size: 256 | lm loss: 3.231300E+00 | grad norm: 0.306 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 684.777 | TFLOPs: 31.96 | 7: iteration 20650/ 60336 | consumed samples: 5286400 | consumed tokens: 10826547200 | elapsed time per iteration (s): 0.37 | learning rate: 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time per iteration (s): 0.37 | learning rate: 1.543E-04 | global batch size: 256 | lm loss: 3.233937E+00 | grad norm: 0.267 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.343 | TFLOPs: 32.36 | 7: iteration 20690/ 60336 | consumed samples: 5296640 | consumed tokens: 10847518720 | elapsed time per iteration (s): 0.37 | learning rate: 1.543E-04 | global batch size: 256 | lm loss: 3.237803E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.080 | TFLOPs: 32.21 | 7: iteration 20700/ 60336 | consumed samples: 5299200 | consumed tokens: 10852761600 | elapsed time per iteration (s): 0.37 | learning rate: 1.542E-04 | global batch size: 256 | lm loss: 3.237304E+00 | grad norm: 0.313 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.547 | TFLOPs: 32.14 | 7: iteration 20710/ 60336 | consumed samples: 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samples per second: 693.992 | TFLOPs: 32.39 | 7: iteration 20770/ 60336 | consumed samples: 5317120 | consumed tokens: 10889461760 | elapsed time per iteration (s): 0.43 | learning rate: 1.539E-04 | global batch size: 256 | lm loss: 3.233440E+00 | grad norm: 0.284 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 590.953 | TFLOPs: 27.58 | 7: iteration 20780/ 60336 | consumed samples: 5319680 | consumed tokens: 10894704640 | elapsed time per iteration (s): 0.37 | learning rate: 1.539E-04 | global batch size: 256 | lm loss: 3.223276E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.803 | TFLOPs: 32.20 | 7: iteration 20790/ 60336 | consumed samples: 5322240 | consumed tokens: 10899947520 | elapsed time per iteration (s): 0.38 | learning rate: 1.539E-04 | global batch size: 256 | lm loss: 3.227197E+00 | grad norm: 0.295 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 678.261 | TFLOPs: 31.66 | 7: iteration 20800/ 60336 | consumed samples: 5324800 | consumed tokens: 10905190400 | elapsed time per iteration (s): 0.37 | learning rate: 1.538E-04 | global batch size: 256 | lm loss: 3.230587E+00 | grad norm: 0.274 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.027 | TFLOPs: 32.16 | 7: iteration 20810/ 60336 | consumed samples: 5327360 | consumed tokens: 10910433280 | elapsed time per iteration (s): 0.37 | learning rate: 1.538E-04 | global batch size: 256 | lm loss: 3.225068E+00 | grad norm: 0.287 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.829 | TFLOPs: 32.20 | 7: iteration 20820/ 60336 | consumed samples: 5329920 | consumed tokens: 10915676160 | elapsed time per iteration (s): 0.39 | learning rate: 1.537E-04 | global batch size: 256 | lm loss: 3.215605E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 664.905 | TFLOPs: 31.04 | 7: iteration 20830/ 60336 | consumed samples: 5332480 | consumed tokens: 10920919040 | elapsed time per iteration (s): 0.38 | learning rate: 1.537E-04 | global batch size: 256 | lm loss: 3.239849E+00 | grad norm: 0.276 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 675.597 | TFLOPs: 31.53 | 7: iteration 20840/ 60336 | consumed samples: 5335040 | consumed tokens: 10926161920 | elapsed time per iteration (s): 0.38 | learning rate: 1.537E-04 | global batch size: 256 | lm loss: 3.235860E+00 | grad norm: 0.288 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 677.604 | TFLOPs: 31.63 | 7: iteration 20850/ 60336 | consumed samples: 5337600 | consumed tokens: 10931404800 | elapsed time per iteration (s): 0.38 | learning rate: 1.536E-04 | global batch size: 256 | lm loss: 3.224681E+00 | grad norm: 0.298 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 680.957 | TFLOPs: 31.78 | 7: iteration 20860/ 60336 | consumed samples: 5340160 | consumed tokens: 10936647680 | elapsed time per iteration (s): 0.37 | learning rate: 1.536E-04 | global batch size: 256 | lm loss: 3.226489E+00 | grad norm: 0.282 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 683.660 | TFLOPs: 31.91 | 7: iteration 20870/ 60336 | consumed samples: 5342720 | consumed tokens: 10941890560 | elapsed time per iteration (s): 0.37 | learning rate: 1.535E-04 | global batch size: 256 | lm loss: 3.218903E+00 | grad norm: 0.289 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.915 | TFLOPs: 32.11 | 7: iteration 20880/ 60336 | consumed samples: 5345280 | consumed tokens: 10947133440 | elapsed time per iteration (s): 0.38 | learning rate: 1.535E-04 | global batch size: 256 | lm loss: 3.220971E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 677.209 | TFLOPs: 31.61 | 7: iteration 20890/ 60336 | consumed samples: 5347840 | consumed tokens: 10952376320 | elapsed time per iteration (s): 0.38 | learning rate: 1.535E-04 | global batch size: 256 | lm loss: 3.242627E+00 | grad norm: 0.279 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 674.147 | TFLOPs: 31.47 | 7: iteration 20900/ 60336 | consumed samples: 5350400 | consumed tokens: 10957619200 | elapsed time per iteration (s): 0.37 | learning rate: 1.534E-04 | global batch size: 256 | lm loss: 3.214785E+00 | grad norm: 0.274 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 686.918 | TFLOPs: 32.06 | 7: iteration 20910/ 60336 | consumed samples: 5352960 | consumed tokens: 10962862080 | elapsed time per iteration (s): 0.37 | learning rate: 1.534E-04 | global batch size: 256 | lm loss: 3.228545E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.291 | TFLOPs: 32.41 | 7: iteration 20920/ 60336 | consumed samples: 5355520 | consumed tokens: 10968104960 | elapsed time per iteration (s): 0.38 | learning rate: 1.533E-04 | global batch size: 256 | lm loss: 3.209966E+00 | grad norm: 0.300 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 682.373 | TFLOPs: 31.85 | 7: iteration 20930/ 60336 | consumed samples: 5358080 | consumed tokens: 10973347840 | elapsed time per iteration (s): 0.38 | learning rate: 1.533E-04 | global batch size: 256 | lm loss: 3.237677E+00 | grad norm: 0.293 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 681.715 | TFLOPs: 31.82 | 7: iteration 20940/ 60336 | consumed samples: 5360640 | consumed tokens: 10978590720 | elapsed time per iteration (s): 0.37 | learning rate: 1.532E-04 | global batch size: 256 | lm loss: 3.224419E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.453 | TFLOPs: 32.18 | 7: iteration 20950/ 60336 | consumed samples: 5363200 | consumed tokens: 10983833600 | elapsed time per iteration (s): 0.37 | learning rate: 1.532E-04 | global batch size: 256 | lm loss: 3.211985E+00 | grad norm: 0.284 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.784 | TFLOPs: 32.38 | 7: iteration 20960/ 60336 | consumed samples: 5365760 | consumed tokens: 10989076480 | elapsed time per iteration (s): 0.37 | learning rate: 1.532E-04 | global batch size: 256 | lm loss: 3.234566E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.693 | TFLOPs: 32.38 | 7: iteration 20970/ 60336 | consumed samples: 5368320 | consumed tokens: 10994319360 | elapsed time per iteration (s): 0.37 | learning rate: 1.531E-04 | global batch size: 256 | lm loss: 3.229701E+00 | grad norm: 0.282 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 685.134 | TFLOPs: 31.98 | 7: iteration 20980/ 60336 | consumed samples: 5370880 | consumed tokens: 10999562240 | elapsed time per iteration (s): 0.37 | learning rate: 1.531E-04 | global batch size: 256 | lm loss: 3.228574E+00 | grad norm: 0.320 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.133 | TFLOPs: 32.12 | 7: iteration 20990/ 60336 | consumed samples: 5373440 | consumed tokens: 11004805120 | elapsed time per iteration (s): 0.37 | learning rate: 1.530E-04 | global batch size: 256 | lm loss: 3.222872E+00 | grad norm: 0.263 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.007 | TFLOPs: 32.11 | 7: iteration 21000/ 60336 | consumed samples: 5376000 | consumed tokens: 11010048000 | elapsed time per iteration (s): 0.37 | learning rate: 1.530E-04 | global batch size: 256 | lm loss: 3.234594E+00 | grad norm: 0.310 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 684.247 | TFLOPs: 31.94 | 7: ------------------------------------------------------------------------------------------------ 7: validation loss at iteration 21000 | lm loss value: 3.765801E+00 | lm loss PPL: 4.319828E+01 | 7: ------------------------------------------------------------------------------------------------ 0: saving checkpoint at iteration 21000 to checkpoints_146m32b100m 0: [2023-03-16 12:12:40,698] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step21000 is begin to save! 0: [2023-03-16 12:12:40,703] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving 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bf16_zero checkpoint saved checkpoints_146m32b100m/global_step21000/bf16_zero_pp_rank_1_mp_rank_00_optim_states.pt 0: [2023-03-16 12:12:41,111] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step21000/bf16_zero_pp_rank_6_mp_rank_00_optim_states.pt 0: [2023-03-16 12:12:41,111] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step21000/bf16_zero_pp_rank_4_mp_rank_00_optim_states.pt 0: [2023-03-16 12:12:41,111] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step21000 is ready now! 0: [2023-03-16 12:12:41,111] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step21000 is ready now! 0: [2023-03-16 12:12:41,111] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step21000 is ready now! 0: [2023-03-16 12:12:41,111] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved 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bf16_zero checkpoint saved checkpoints_146m32b100m/global_step21000/bf16_zero_pp_rank_12_mp_rank_00_optim_states.pt 1: [2023-03-16 12:12:41,137] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step21000 is ready now! 1: [2023-03-16 12:12:41,137] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step21000 is ready now! 1: [2023-03-16 12:12:41,137] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step21000 is ready now! 1: [2023-03-16 12:12:41,137] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step21000 is ready now! 6: [2023-03-16 12:12:41,132] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step21000/bf16_zero_pp_rank_54_mp_rank_00_optim_states.pt. 6: [2023-03-16 12:12:41,132] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step21000/bf16_zero_pp_rank_55_mp_rank_00_optim_states.pt. 6: [2023-03-16 12:12:41,132] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step21000/bf16_zero_pp_rank_51_mp_rank_00_optim_states.pt. 6: [2023-03-16 12:12:41,132] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step21000/bf16_zero_pp_rank_49_mp_rank_00_optim_states.pt 6: [2023-03-16 12:12:41,132] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step21000/bf16_zero_pp_rank_50_mp_rank_00_optim_states.pt 6: [2023-03-16 12:12:41,132] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step21000/bf16_zero_pp_rank_48_mp_rank_00_optim_states.pt 6: [2023-03-16 12:12:41,132] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step21000/bf16_zero_pp_rank_53_mp_rank_00_optim_states.pt 6: [2023-03-16 12:12:41,132] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step21000/bf16_zero_pp_rank_52_mp_rank_00_optim_states.pt 6: [2023-03-16 12:12:41,132] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step21000/bf16_zero_pp_rank_54_mp_rank_00_optim_states.pt 6: [2023-03-16 12:12:41,132] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step21000/bf16_zero_pp_rank_55_mp_rank_00_optim_states.pt 6: [2023-03-16 12:12:41,132] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step21000/bf16_zero_pp_rank_51_mp_rank_00_optim_states.pt 6: [2023-03-16 12:12:41,132] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step21000 is ready now! 6: [2023-03-16 12:12:41,132] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step21000 is ready now! 6: [2023-03-16 12:12:41,132] [INFO] 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bf16_zero checkpoint saved checkpoints_146m32b100m/global_step21000/bf16_zero_pp_rank_56_mp_rank_00_optim_states.pt 7: [2023-03-16 12:12:41,140] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step21000 is ready now! 7: [2023-03-16 12:12:41,140] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step21000 is ready now! 7: [2023-03-16 12:12:41,140] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step21000 is ready now! 7: [2023-03-16 12:12:41,140] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step21000 is ready now! 7: [2023-03-16 12:12:41,140] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step21000/bf16_zero_pp_rank_57_mp_rank_00_optim_states.pt 7: [2023-03-16 12:12:41,140] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step21000/bf16_zero_pp_rank_59_mp_rank_00_optim_states.pt 7: [2023-03-16 12:12:41,140] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step21000/bf16_zero_pp_rank_61_mp_rank_00_optim_states.pt 7: [2023-03-16 12:12:41,140] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step21000 is ready now! 7: [2023-03-16 12:12:41,140] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step21000 is ready now! 7: [2023-03-16 12:12:41,140] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step21000 is ready now! 7: [2023-03-16 12:12:41,140] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step21000 is ready now! 5: [2023-03-16 12:12:41,141] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step21000/bf16_zero_pp_rank_40_mp_rank_00_optim_states.pt. 5: [2023-03-16 12:12:41,141] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved 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[Torch] Checkpoint global_step21000 is ready now! 5: [2023-03-16 12:12:41,141] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step21000/bf16_zero_pp_rank_45_mp_rank_00_optim_states.pt 5: [2023-03-16 12:12:41,141] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step21000/bf16_zero_pp_rank_41_mp_rank_00_optim_states.pt 5: [2023-03-16 12:12:41,141] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step21000 is ready now! 5: [2023-03-16 12:12:41,141] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step21000/bf16_zero_pp_rank_47_mp_rank_00_optim_states.pt 5: [2023-03-16 12:12:41,141] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step21000 is ready now! 5: [2023-03-16 12:12:41,141] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved 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checkpoints_146m32b100m/global_step21000/bf16_zero_pp_rank_9_mp_rank_00_optim_states.pt. 1: [2023-03-16 12:12:41,141] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step21000/bf16_zero_pp_rank_10_mp_rank_00_optim_states.pt. 1: [2023-03-16 12:12:41,141] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step21000/bf16_zero_pp_rank_8_mp_rank_00_optim_states.pt. 1: [2023-03-16 12:12:41,141] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step21000/bf16_zero_pp_rank_13_mp_rank_00_optim_states.pt 1: [2023-03-16 12:12:41,141] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step21000/bf16_zero_pp_rank_10_mp_rank_00_optim_states.pt 1: [2023-03-16 12:12:41,141] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step21000/bf16_zero_pp_rank_9_mp_rank_00_optim_states.pt 1: [2023-03-16 12:12:41,141] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step21000/bf16_zero_pp_rank_8_mp_rank_00_optim_states.pt 1: [2023-03-16 12:12:41,141] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step21000 is ready now! 1: [2023-03-16 12:12:41,141] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step21000 is ready now! 1: [2023-03-16 12:12:41,141] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step21000 is ready now! 1: [2023-03-16 12:12:41,141] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step21000 is ready now! 2: [2023-03-16 12:12:41,142] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step21000/bf16_zero_pp_rank_21_mp_rank_00_optim_states.pt. 2: [2023-03-16 12:12:41,142] [INFO] 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checkpoints_146m32b100m/global_step21000/bf16_zero_pp_rank_19_mp_rank_00_optim_states.pt. 2: [2023-03-16 12:12:41,142] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step21000/bf16_zero_pp_rank_20_mp_rank_00_optim_states.pt. 2: [2023-03-16 12:12:41,142] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step21000/bf16_zero_pp_rank_16_mp_rank_00_optim_states.pt 2: [2023-03-16 12:12:41,142] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step21000/bf16_zero_pp_rank_21_mp_rank_00_optim_states.pt 2: [2023-03-16 12:12:41,142] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step21000/bf16_zero_pp_rank_22_mp_rank_00_optim_states.pt 2: [2023-03-16 12:12:41,142] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step21000/bf16_zero_pp_rank_17_mp_rank_00_optim_states.pt 2: [2023-03-16 12:12:41,142] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step21000/bf16_zero_pp_rank_23_mp_rank_00_optim_states.pt 2: [2023-03-16 12:12:41,142] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step21000 is ready now! 2: [2023-03-16 12:12:41,142] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step21000 is ready now! 2: [2023-03-16 12:12:41,142] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step21000/bf16_zero_pp_rank_18_mp_rank_00_optim_states.pt 2: [2023-03-16 12:12:41,142] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step21000/bf16_zero_pp_rank_19_mp_rank_00_optim_states.pt 2: [2023-03-16 12:12:41,142] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step21000/bf16_zero_pp_rank_20_mp_rank_00_optim_states.pt 2: [2023-03-16 12:12:41,142] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step21000 is ready now! 2: [2023-03-16 12:12:41,142] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step21000 is ready now! 2: [2023-03-16 12:12:41,142] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step21000 is ready now! 2: [2023-03-16 12:12:41,142] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step21000 is ready now! 2: [2023-03-16 12:12:41,142] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step21000 is ready now! 2: [2023-03-16 12:12:41,142] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step21000 is ready now! 0: successfully saved checkpoint at iteration 21000 to checkpoints_146m32b100m 7: time (ms) | save-checkpoint: 453.18 7: iteration 21010/ 60336 | consumed samples: 5378560 | consumed tokens: 11015290880 | elapsed time per iteration (s): 0.42 | learning rate: 1.530E-04 | global batch size: 256 | lm loss: 3.236710E+00 | grad norm: 0.287 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 604.304 | TFLOPs: 28.21 | 7: iteration 21020/ 60336 | consumed samples: 5381120 | consumed tokens: 11020533760 | elapsed time per iteration (s): 0.37 | learning rate: 1.529E-04 | global batch size: 256 | lm loss: 3.233839E+00 | grad norm: 0.330 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.905 | TFLOPs: 32.39 | 7: iteration 21030/ 60336 | consumed samples: 5383680 | consumed tokens: 11025776640 | elapsed time per iteration (s): 0.37 | learning rate: 1.529E-04 | global batch size: 256 | lm loss: 3.229435E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.813 | TFLOPs: 32.38 | 7: iteration 21040/ 60336 | consumed samples: 5386240 | consumed tokens: 11031019520 | elapsed time per iteration (s): 0.37 | learning rate: 1.528E-04 | global batch size: 256 | lm loss: 3.222456E+00 | grad norm: 0.289 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.273 | TFLOPs: 32.36 | 7: iteration 21050/ 60336 | consumed samples: 5388800 | consumed tokens: 11036262400 | elapsed time per iteration (s): 0.37 | learning rate: 1.528E-04 | global batch size: 256 | lm loss: 3.225765E+00 | grad norm: 0.291 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.976 | TFLOPs: 32.39 | 7: iteration 21060/ 60336 | consumed samples: 5391360 | consumed tokens: 11041505280 | elapsed time per iteration (s): 0.37 | learning rate: 1.527E-04 | global batch size: 256 | lm loss: 3.233822E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan 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iteration 21240/ 60336 | consumed samples: 5437440 | consumed tokens: 11135877120 | elapsed time per iteration (s): 0.37 | learning rate: 1.520E-04 | global batch size: 256 | lm loss: 3.220082E+00 | grad norm: 0.274 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.912 | TFLOPs: 32.39 | 7: iteration 21250/ 60336 | consumed samples: 5440000 | consumed tokens: 11141120000 | elapsed time per iteration (s): 0.37 | learning rate: 1.520E-04 | global batch size: 256 | lm loss: 3.224176E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.777 | TFLOPs: 32.38 | 7: iteration 21260/ 60336 | consumed samples: 5442560 | consumed tokens: 11146362880 | elapsed time per iteration (s): 0.37 | learning rate: 1.519E-04 | global batch size: 256 | lm loss: 3.229737E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | 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size: 256 | lm loss: 3.218702E+00 | grad norm: 0.286 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.913 | TFLOPs: 32.39 | 7: iteration 21360/ 60336 | consumed samples: 5468160 | consumed tokens: 11198791680 | elapsed time per iteration (s): 0.37 | learning rate: 1.515E-04 | global batch size: 256 | lm loss: 3.231964E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.312 | TFLOPs: 32.36 | 7: iteration 21370/ 60336 | consumed samples: 5470720 | consumed tokens: 11204034560 | elapsed time per iteration (s): 0.37 | learning rate: 1.514E-04 | global batch size: 256 | lm loss: 3.227015E+00 | grad norm: 0.256 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.855 | TFLOPs: 32.34 | 7: iteration 21380/ 60336 | consumed samples: 5473280 | consumed tokens: 11209277440 | elapsed time per iteration (s): 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consumed samples: 5488640 | consumed tokens: 11240734720 | elapsed time per iteration (s): 0.37 | learning rate: 1.512E-04 | global batch size: 256 | lm loss: 3.222539E+00 | grad norm: 0.268 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.991 | TFLOPs: 32.16 | 7: iteration 21450/ 60336 | consumed samples: 5491200 | consumed tokens: 11245977600 | elapsed time per iteration (s): 0.37 | learning rate: 1.511E-04 | global batch size: 256 | lm loss: 3.218770E+00 | grad norm: 0.282 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.866 | TFLOPs: 32.39 | 7: iteration 21460/ 60336 | consumed samples: 5493760 | consumed tokens: 11251220480 | elapsed time per iteration (s): 0.37 | learning rate: 1.511E-04 | global batch size: 256 | lm loss: 3.215520E+00 | grad norm: 0.299 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.988 | TFLOPs: 32.39 | 7: iteration 21470/ 60336 | consumed samples: 5496320 | consumed tokens: 11256463360 | elapsed time per iteration (s): 0.37 | learning rate: 1.510E-04 | global batch size: 256 | lm loss: 3.214869E+00 | grad norm: 0.288 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.316 | TFLOPs: 32.41 | 7: iteration 21480/ 60336 | consumed samples: 5498880 | consumed tokens: 11261706240 | elapsed time per iteration (s): 0.37 | learning rate: 1.510E-04 | global batch size: 256 | lm loss: 3.220243E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.326 | TFLOPs: 32.41 | 7: iteration 21490/ 60336 | consumed samples: 5501440 | consumed tokens: 11266949120 | elapsed time per iteration (s): 0.37 | learning rate: 1.509E-04 | global batch size: 256 | lm loss: 3.229268E+00 | grad norm: 0.260 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.568 | TFLOPs: 32.37 | 7: iteration 21500/ 60336 | consumed samples: 5504000 | consumed tokens: 11272192000 | elapsed time per iteration (s): 0.37 | learning rate: 1.509E-04 | global batch size: 256 | lm loss: 3.215157E+00 | grad norm: 0.320 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.471 | TFLOPs: 32.37 | 7: iteration 21510/ 60336 | consumed samples: 5506560 | consumed tokens: 11277434880 | elapsed time per iteration (s): 0.37 | learning rate: 1.509E-04 | global batch size: 256 | lm loss: 3.231500E+00 | grad norm: 0.290 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.409 | TFLOPs: 32.37 | 7: iteration 21520/ 60336 | consumed samples: 5509120 | consumed tokens: 11282677760 | elapsed time per iteration (s): 0.37 | learning rate: 1.508E-04 | global batch size: 256 | lm loss: 3.212828E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.810 | TFLOPs: 32.34 | 7: iteration 21530/ 60336 | consumed samples: 5511680 | consumed tokens: 11287920640 | elapsed time per iteration (s): 0.37 | learning rate: 1.508E-04 | global batch size: 256 | lm loss: 3.218139E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.256 | TFLOPs: 32.31 | 7: iteration 21540/ 60336 | consumed samples: 5514240 | consumed tokens: 11293163520 | elapsed time per iteration (s): 0.37 | learning rate: 1.507E-04 | global batch size: 256 | lm loss: 3.214318E+00 | grad norm: 0.271 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.145 | TFLOPs: 32.26 | 7: iteration 21550/ 60336 | consumed samples: 5516800 | consumed tokens: 11298406400 | elapsed time per iteration (s): 0.40 | learning rate: 1.507E-04 | global batch size: 256 | lm loss: 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time per iteration (s): 0.37 | learning rate: 1.504E-04 | global batch size: 256 | lm loss: 3.237577E+00 | grad norm: 0.271 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.610 | TFLOPs: 32.33 | 7: iteration 21620/ 60336 | consumed samples: 5534720 | consumed tokens: 11335106560 | elapsed time per iteration (s): 0.37 | learning rate: 1.504E-04 | global batch size: 256 | lm loss: 3.220789E+00 | grad norm: 0.271 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.269 | TFLOPs: 32.36 | 7: iteration 21630/ 60336 | consumed samples: 5537280 | consumed tokens: 11340349440 | elapsed time per iteration (s): 0.39 | learning rate: 1.504E-04 | global batch size: 256 | lm loss: 3.222996E+00 | grad norm: 0.271 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 663.094 | TFLOPs: 30.95 | 7: iteration 21640/ 60336 | consumed samples: 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number of nan iterations: 0 | samples per second: 694.066 | TFLOPs: 32.40 | 0: steps: 22000 loss: 3.2250 iter time (s): 0.369 samples/sec: 693.379 7: ------------------------------------------------------------------------------------------------ 7: validation loss at iteration 22000 | lm loss value: 3.768148E+00 | lm loss PPL: 4.329979E+01 | 7: ------------------------------------------------------------------------------------------------ 0: saving checkpoint at iteration 22000 to checkpoints_146m32b100m 0: [2023-03-16 12:18:51,311] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step22000 is begin to save! 0: [2023-03-16 12:18:51,316] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100m/global_step22000/layer_01-model_00-model_states.pt... 0: [2023-03-16 12:18:51,411] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step22000/layer_01-model_00-model_states.pt. 0: [2023-03-16 12:18:51,411] [INFO] 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0: [2023-03-16 12:18:51,705] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step22000/bf16_zero_pp_rank_3_mp_rank_00_optim_states.pt 6: [2023-03-16 12:18:51,705] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step22000/bf16_zero_pp_rank_51_mp_rank_00_optim_states.pt. 4: [2023-03-16 12:18:51,705] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step22000 is ready now! 0: [2023-03-16 12:18:51,705] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step22000 is ready now! 6: [2023-03-16 12:18:51,705] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step22000/bf16_zero_pp_rank_51_mp_rank_00_optim_states.pt 6: [2023-03-16 12:18:51,705] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step22000 is ready now! 4: [2023-03-16 12:18:51,705] [INFO] 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1: [2023-03-16 12:18:51,722] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step22000/bf16_zero_pp_rank_11_mp_rank_00_optim_states.pt 1: [2023-03-16 12:18:51,722] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step22000/bf16_zero_pp_rank_12_mp_rank_00_optim_states.pt 1: [2023-03-16 12:18:51,722] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step22000/bf16_zero_pp_rank_13_mp_rank_00_optim_states.pt 1: [2023-03-16 12:18:51,722] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step22000/bf16_zero_pp_rank_8_mp_rank_00_optim_states.pt 1: [2023-03-16 12:18:51,722] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step22000/bf16_zero_pp_rank_15_mp_rank_00_optim_states.pt 5: [2023-03-16 12:18:51,726] [INFO] 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[torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step22000 is ready now! 5: [2023-03-16 12:18:51,726] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step22000/bf16_zero_pp_rank_42_mp_rank_00_optim_states.pt 5: [2023-03-16 12:18:51,726] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step22000/bf16_zero_pp_rank_40_mp_rank_00_optim_states.pt 5: [2023-03-16 12:18:51,726] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step22000/bf16_zero_pp_rank_44_mp_rank_00_optim_states.pt 5: [2023-03-16 12:18:51,726] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step22000/bf16_zero_pp_rank_47_mp_rank_00_optim_states.pt 5: [2023-03-16 12:18:51,726] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step22000/bf16_zero_pp_rank_43_mp_rank_00_optim_states.pt 1: [2023-03-16 12:18:51,722] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step22000 is ready now! 1: [2023-03-16 12:18:51,722] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step22000 is ready now! 5: [2023-03-16 12:18:51,726] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step22000 is ready now! 5: [2023-03-16 12:18:51,726] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step22000 is ready now! 5: [2023-03-16 12:18:51,726] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step22000 is ready now! 5: [2023-03-16 12:18:51,726] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step22000 is ready now! 5: [2023-03-16 12:18:51,726] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step22000 is ready now! 5: [2023-03-16 12:18:51,726] [INFO] 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checkpoints_146m32b100m/global_step22000/bf16_zero_pp_rank_46_mp_rank_00_optim_states.pt 1: [2023-03-16 12:18:51,723] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step22000/bf16_zero_pp_rank_14_mp_rank_00_optim_states.pt 5: [2023-03-16 12:18:51,727] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step22000 is ready now! 1: [2023-03-16 12:18:51,723] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step22000 is ready now! 0: [2023-03-16 12:18:51,731] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step22000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt 0: [2023-03-16 12:18:51,732] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step22000 is ready now! 3: [2023-03-16 12:18:51,737] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step22000/bf16_zero_pp_rank_30_mp_rank_00_optim_states.pt. 3: [2023-03-16 12:18:51,737] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step22000/bf16_zero_pp_rank_29_mp_rank_00_optim_states.pt. 3: [2023-03-16 12:18:51,737] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step22000/bf16_zero_pp_rank_24_mp_rank_00_optim_states.pt. 3: [2023-03-16 12:18:51,737] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step22000/bf16_zero_pp_rank_26_mp_rank_00_optim_states.pt. 3: [2023-03-16 12:18:51,737] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step22000/bf16_zero_pp_rank_25_mp_rank_00_optim_states.pt. 3: [2023-03-16 12:18:51,737] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step22000/bf16_zero_pp_rank_28_mp_rank_00_optim_states.pt. 3: [2023-03-16 12:18:51,737] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step22000/bf16_zero_pp_rank_27_mp_rank_00_optim_states.pt. 3: [2023-03-16 12:18:51,737] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step22000/bf16_zero_pp_rank_30_mp_rank_00_optim_states.pt 3: [2023-03-16 12:18:51,737] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step22000/bf16_zero_pp_rank_24_mp_rank_00_optim_states.pt 3: [2023-03-16 12:18:51,737] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step22000/bf16_zero_pp_rank_29_mp_rank_00_optim_states.pt 3: [2023-03-16 12:18:51,737] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step22000/bf16_zero_pp_rank_26_mp_rank_00_optim_states.pt 3: [2023-03-16 12:18:51,737] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step22000/bf16_zero_pp_rank_28_mp_rank_00_optim_states.pt 3: [2023-03-16 12:18:51,737] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step22000/bf16_zero_pp_rank_27_mp_rank_00_optim_states.pt 3: [2023-03-16 12:18:51,737] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step22000/bf16_zero_pp_rank_25_mp_rank_00_optim_states.pt 3: [2023-03-16 12:18:51,737] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step22000 is ready now! 3: [2023-03-16 12:18:51,737] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step22000 is ready now! 3: [2023-03-16 12:18:51,737] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step22000/bf16_zero_pp_rank_31_mp_rank_00_optim_states.pt. 3: [2023-03-16 12:18:51,737] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step22000 is ready now! 3: [2023-03-16 12:18:51,737] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step22000 is ready now! 3: [2023-03-16 12:18:51,737] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step22000 is ready now! 3: [2023-03-16 12:18:51,737] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step22000 is ready now! 3: [2023-03-16 12:18:51,737] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step22000 is ready now! 3: [2023-03-16 12:18:51,737] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step22000/bf16_zero_pp_rank_31_mp_rank_00_optim_states.pt 3: [2023-03-16 12:18:51,737] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step22000 is ready now! 0: successfully saved checkpoint at iteration 22000 to checkpoints_146m32b100m 7: time (ms) | save-checkpoint: 432.60 7: iteration 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| number of nan iterations: 0 | samples per second: 693.628 | TFLOPs: 32.38 | 7: iteration 22070/ 60336 | consumed samples: 5649920 | consumed tokens: 11571036160 | elapsed time per iteration (s): 0.37 | learning rate: 1.485E-04 | global batch size: 256 | lm loss: 3.220502E+00 | grad norm: 0.326 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.567 | TFLOPs: 32.37 | 7: iteration 22080/ 60336 | consumed samples: 5652480 | consumed tokens: 11576279040 | elapsed time per iteration (s): 0.37 | learning rate: 1.484E-04 | global batch size: 256 | lm loss: 3.209628E+00 | grad norm: 0.312 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.277 | TFLOPs: 32.36 | 7: iteration 22090/ 60336 | consumed samples: 5655040 | consumed tokens: 11581521920 | elapsed time per iteration (s): 0.37 | learning rate: 1.484E-04 | global batch size: 256 | lm loss: 3.226926E+00 | grad norm: 0.284 | num 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elapsed time per iteration (s): 0.37 | learning rate: 1.480E-04 | global batch size: 256 | lm loss: 3.213122E+00 | grad norm: 0.297 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.019 | TFLOPs: 32.35 | 7: iteration 22190/ 60336 | consumed samples: 5680640 | consumed tokens: 11633950720 | elapsed time per iteration (s): 0.37 | learning rate: 1.480E-04 | global batch size: 256 | lm loss: 3.215708E+00 | grad norm: 0.304 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.392 | TFLOPs: 32.36 | 7: iteration 22200/ 60336 | consumed samples: 5683200 | consumed tokens: 11639193600 | elapsed time per iteration (s): 0.37 | learning rate: 1.479E-04 | global batch size: 256 | lm loss: 3.197005E+00 | grad norm: 0.294 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.940 | TFLOPs: 32.39 | 7: iteration 22210/ 60336 | consumed 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number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.384 | TFLOPs: 32.36 | 7: iteration 22300/ 60336 | consumed samples: 5708800 | consumed tokens: 11691622400 | elapsed time per iteration (s): 0.37 | learning rate: 1.475E-04 | global batch size: 256 | lm loss: 3.204665E+00 | grad norm: 0.267 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.643 | TFLOPs: 32.33 | 7: iteration 22310/ 60336 | consumed samples: 5711360 | consumed tokens: 11696865280 | elapsed time per iteration (s): 0.37 | learning rate: 1.474E-04 | global batch size: 256 | lm loss: 3.215810E+00 | grad norm: 0.304 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.985 | TFLOPs: 32.35 | 7: iteration 22320/ 60336 | consumed samples: 5713920 | consumed tokens: 11702108160 | elapsed time per iteration (s): 0.37 | learning rate: 1.474E-04 | global batch size: 256 | lm loss: 3.197974E+00 | grad norm: 0.274 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.330 | TFLOPs: 32.36 | 7: iteration 22330/ 60336 | consumed samples: 5716480 | consumed tokens: 11707351040 | elapsed time per iteration (s): 0.37 | learning rate: 1.474E-04 | global batch size: 256 | lm loss: 3.199586E+00 | grad norm: 0.263 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 685.832 | TFLOPs: 32.01 | 7: iteration 22340/ 60336 | consumed samples: 5719040 | consumed tokens: 11712593920 | elapsed time per iteration (s): 0.37 | learning rate: 1.473E-04 | global batch size: 256 | lm loss: 3.210083E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.809 | TFLOPs: 32.34 | 7: iteration 22350/ 60336 | consumed samples: 5721600 | consumed tokens: 11717836800 | elapsed time per iteration (s): 0.37 | learning rate: 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iteration 22440/ 60336 | consumed samples: 5744640 | consumed tokens: 11765022720 | elapsed time per iteration (s): 0.37 | learning rate: 1.469E-04 | global batch size: 256 | lm loss: 3.211581E+00 | grad norm: 0.307 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.649 | TFLOPs: 32.33 | 7: iteration 22450/ 60336 | consumed samples: 5747200 | consumed tokens: 11770265600 | elapsed time per iteration (s): 0.37 | learning rate: 1.468E-04 | global batch size: 256 | lm loss: 3.201903E+00 | grad norm: 0.288 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.134 | TFLOPs: 32.35 | 7: iteration 22460/ 60336 | consumed samples: 5749760 | consumed tokens: 11775508480 | elapsed time per iteration (s): 0.37 | learning rate: 1.468E-04 | global batch size: 256 | lm loss: 3.201403E+00 | grad norm: 0.288 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | 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size: 256 | lm loss: 3.209357E+00 | grad norm: 0.284 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.972 | TFLOPs: 32.30 | 7: iteration 22560/ 60336 | consumed samples: 5775360 | consumed tokens: 11827937280 | elapsed time per iteration (s): 0.37 | learning rate: 1.464E-04 | global batch size: 256 | lm loss: 3.198919E+00 | grad norm: 0.338 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.665 | TFLOPs: 32.33 | 7: iteration 22570/ 60336 | consumed samples: 5777920 | consumed tokens: 11833180160 | elapsed time per iteration (s): 0.37 | learning rate: 1.463E-04 | global batch size: 256 | lm loss: 3.216863E+00 | grad norm: 0.285 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.015 | TFLOPs: 32.30 | 7: iteration 22580/ 60336 | consumed samples: 5780480 | consumed tokens: 11838423040 | elapsed time per iteration (s): 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consumed samples: 5795840 | consumed tokens: 11869880320 | elapsed time per iteration (s): 0.37 | learning rate: 1.460E-04 | global batch size: 256 | lm loss: 3.202089E+00 | grad norm: 0.286 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.739 | TFLOPs: 32.33 | 7: iteration 22650/ 60336 | consumed samples: 5798400 | consumed tokens: 11875123200 | elapsed time per iteration (s): 0.37 | learning rate: 1.460E-04 | global batch size: 256 | lm loss: 3.202969E+00 | grad norm: 0.283 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.097 | TFLOPs: 32.35 | 7: iteration 22660/ 60336 | consumed samples: 5800960 | consumed tokens: 11880366080 | elapsed time per iteration (s): 0.37 | learning rate: 1.459E-04 | global batch size: 256 | lm loss: 3.206095E+00 | grad norm: 0.293 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.866 | TFLOPs: 32.34 | 7: iteration 22670/ 60336 | consumed samples: 5803520 | consumed tokens: 11885608960 | elapsed time per iteration (s): 0.37 | learning rate: 1.459E-04 | global batch size: 256 | lm loss: 3.205355E+00 | grad norm: 0.271 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.204 | TFLOPs: 32.36 | 7: iteration 22680/ 60336 | consumed samples: 5806080 | consumed tokens: 11890851840 | elapsed time per iteration (s): 0.37 | learning rate: 1.458E-04 | global batch size: 256 | lm loss: 3.202252E+00 | grad norm: 0.290 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.334 | TFLOPs: 32.36 | 7: iteration 22690/ 60336 | consumed samples: 5808640 | consumed tokens: 11896094720 | elapsed time per iteration (s): 0.37 | learning rate: 1.458E-04 | global batch size: 256 | lm loss: 3.214823E+00 | grad norm: 0.306 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.388 | TFLOPs: 32.36 | 7: iteration 22700/ 60336 | consumed samples: 5811200 | consumed tokens: 11901337600 | elapsed time per iteration (s): 0.37 | learning rate: 1.458E-04 | global batch size: 256 | lm loss: 3.227615E+00 | grad norm: 0.279 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.085 | TFLOPs: 32.35 | 7: iteration 22710/ 60336 | consumed samples: 5813760 | consumed tokens: 11906580480 | elapsed time per iteration (s): 0.37 | learning rate: 1.457E-04 | global batch size: 256 | lm loss: 3.216804E+00 | grad norm: 0.298 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.190 | TFLOPs: 32.36 | 7: iteration 22720/ 60336 | consumed samples: 5816320 | consumed tokens: 11911823360 | elapsed time per iteration (s): 0.37 | learning rate: 1.457E-04 | global batch size: 256 | lm loss: 3.199590E+00 | grad norm: 0.304 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.135 | TFLOPs: 32.35 | 7: iteration 22730/ 60336 | consumed samples: 5818880 | consumed tokens: 11917066240 | elapsed time per iteration (s): 0.37 | learning rate: 1.456E-04 | global batch size: 256 | lm loss: 3.203900E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.913 | TFLOPs: 32.34 | 7: iteration 22740/ 60336 | consumed samples: 5821440 | consumed tokens: 11922309120 | elapsed time per iteration (s): 0.37 | learning rate: 1.456E-04 | global batch size: 256 | lm loss: 3.212579E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.308 | TFLOPs: 32.36 | 7: iteration 22750/ 60336 | consumed samples: 5824000 | consumed tokens: 11927552000 | elapsed time per iteration (s): 0.37 | learning rate: 1.455E-04 | global batch size: 256 | lm loss: 3.205036E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.817 | TFLOPs: 32.34 | 7: iteration 22760/ 60336 | consumed samples: 5826560 | consumed tokens: 11932794880 | elapsed time per iteration (s): 0.37 | learning rate: 1.455E-04 | global batch size: 256 | lm loss: 3.217994E+00 | grad norm: 0.296 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.953 | TFLOPs: 32.34 | 7: iteration 22770/ 60336 | consumed samples: 5829120 | consumed tokens: 11938037760 | elapsed time per iteration (s): 0.37 | learning rate: 1.455E-04 | global batch size: 256 | lm loss: 3.208923E+00 | grad norm: 0.308 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.609 | TFLOPs: 32.33 | 7: iteration 22780/ 60336 | consumed samples: 5831680 | consumed tokens: 11943280640 | elapsed time per iteration (s): 0.37 | learning rate: 1.454E-04 | global batch size: 256 | lm loss: 3.199214E+00 | grad norm: 0.298 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.274 | TFLOPs: 32.36 | 7: iteration 22790/ 60336 | consumed samples: 5834240 | consumed tokens: 11948523520 | elapsed time per iteration (s): 0.37 | learning rate: 1.454E-04 | global batch size: 256 | lm loss: 3.202213E+00 | grad norm: 0.268 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.663 | TFLOPs: 32.33 | 7: iteration 22800/ 60336 | consumed samples: 5836800 | consumed tokens: 11953766400 | elapsed time per iteration (s): 0.37 | learning rate: 1.453E-04 | global batch size: 256 | lm loss: 3.192146E+00 | grad norm: 0.275 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.745 | TFLOPs: 32.38 | 7: iteration 22810/ 60336 | consumed samples: 5839360 | consumed tokens: 11959009280 | elapsed time per iteration (s): 0.37 | learning rate: 1.453E-04 | global batch size: 256 | lm loss: 3.217022E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.212 | TFLOPs: 32.36 | 7: iteration 22820/ 60336 | consumed samples: 5841920 | consumed tokens: 11964252160 | elapsed time per iteration (s): 0.37 | learning rate: 1.452E-04 | global batch size: 256 | lm loss: 3.209771E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.669 | TFLOPs: 32.38 | 7: iteration 22830/ 60336 | consumed samples: 5844480 | consumed tokens: 11969495040 | elapsed time per iteration (s): 0.37 | learning rate: 1.452E-04 | global batch size: 256 | lm loss: 3.221909E+00 | grad norm: 0.275 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.557 | TFLOPs: 32.37 | 7: iteration 22840/ 60336 | consumed samples: 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iteration 22870/ 60336 | consumed samples: 5854720 | consumed tokens: 11990466560 | elapsed time per iteration (s): 0.37 | learning rate: 1.450E-04 | global batch size: 256 | lm loss: 3.210268E+00 | grad norm: 0.274 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.463 | TFLOPs: 32.37 | 7: iteration 22880/ 60336 | consumed samples: 5857280 | consumed tokens: 11995709440 | elapsed time per iteration (s): 0.37 | learning rate: 1.450E-04 | global batch size: 256 | lm loss: 3.196575E+00 | grad norm: 0.293 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.350 | TFLOPs: 32.36 | 7: iteration 22890/ 60336 | consumed samples: 5859840 | consumed tokens: 12000952320 | elapsed time per iteration (s): 0.37 | learning rate: 1.449E-04 | global batch size: 256 | lm loss: 3.207302E+00 | grad norm: 0.276 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.256 | TFLOPs: 32.36 | 7: iteration 22900/ 60336 | consumed samples: 5862400 | consumed tokens: 12006195200 | elapsed time per iteration (s): 0.37 | learning rate: 1.449E-04 | global batch size: 256 | lm loss: 3.216965E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.279 | TFLOPs: 32.36 | 7: iteration 22910/ 60336 | consumed samples: 5864960 | consumed tokens: 12011438080 | elapsed time per iteration (s): 0.37 | learning rate: 1.448E-04 | global batch size: 256 | lm loss: 3.210581E+00 | grad norm: 0.274 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.336 | TFLOPs: 32.36 | 7: iteration 22920/ 60336 | consumed samples: 5867520 | consumed tokens: 12016680960 | elapsed time per iteration (s): 0.37 | learning rate: 1.448E-04 | global batch size: 256 | lm loss: 3.206530E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.169 | TFLOPs: 32.35 | 7: iteration 22930/ 60336 | consumed samples: 5870080 | consumed tokens: 12021923840 | elapsed time per iteration (s): 0.37 | learning rate: 1.448E-04 | global batch size: 256 | lm loss: 3.214886E+00 | grad norm: 0.292 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.198 | TFLOPs: 32.36 | 7: iteration 22940/ 60336 | consumed samples: 5872640 | consumed tokens: 12027166720 | elapsed time per iteration (s): 0.37 | learning rate: 1.447E-04 | global batch size: 256 | lm loss: 3.201694E+00 | grad norm: 0.291 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.481 | TFLOPs: 32.32 | 7: iteration 22950/ 60336 | consumed samples: 5875200 | consumed tokens: 12032409600 | elapsed time per iteration (s): 0.37 | learning rate: 1.447E-04 | global batch size: 256 | lm loss: 3.206224E+00 | grad norm: 0.297 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.887 | TFLOPs: 32.34 | 7: iteration 22960/ 60336 | consumed samples: 5877760 | consumed tokens: 12037652480 | elapsed time per iteration (s): 0.37 | learning rate: 1.446E-04 | global batch size: 256 | lm loss: 3.198422E+00 | grad norm: 0.287 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.979 | TFLOPs: 32.35 | 7: iteration 22970/ 60336 | consumed samples: 5880320 | consumed tokens: 12042895360 | elapsed time per iteration (s): 0.37 | learning rate: 1.446E-04 | global batch size: 256 | lm loss: 3.220348E+00 | grad norm: 0.256 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.801 | TFLOPs: 32.34 | 7: iteration 22980/ 60336 | consumed samples: 5882880 | consumed tokens: 12048138240 | elapsed time per iteration (s): 0.37 | learning rate: 1.445E-04 | global batch size: 256 | lm loss: 3.193115E+00 | grad norm: 0.276 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.121 | TFLOPs: 32.35 | 7: iteration 22990/ 60336 | consumed samples: 5885440 | consumed tokens: 12053381120 | elapsed time per iteration (s): 0.37 | learning rate: 1.445E-04 | global batch size: 256 | lm loss: 3.202886E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.548 | TFLOPs: 32.33 | 7: iteration 23000/ 60336 | consumed samples: 5888000 | consumed tokens: 12058624000 | elapsed time per iteration (s): 0.37 | learning rate: 1.445E-04 | global batch size: 256 | lm loss: 3.192132E+00 | grad norm: 0.273 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.335 | TFLOPs: 32.32 | 7: ------------------------------------------------------------------------------------------------ 7: validation loss at iteration 23000 | lm loss value: 3.768061E+00 | lm loss PPL: 4.329605E+01 | 7: ------------------------------------------------------------------------------------------------ 0: saving checkpoint at iteration 23000 to checkpoints_146m32b100m 0: [2023-03-16 12:25:01,370] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step23000 is begin to save! 0: [2023-03-16 12:25:01,374] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100m/global_step23000/layer_01-model_00-model_states.pt... 0: [2023-03-16 12:25:01,460] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step23000/layer_01-model_00-model_states.pt. 0: [2023-03-16 12:25:01,460] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100m/global_step23000/layer_03-model_00-model_states.pt... 0: [2023-03-16 12:25:01,477] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved 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checkpoints_146m32b100m/global_step23000/bf16_zero_pp_rank_30_mp_rank_00_optim_states.pt 3: [2023-03-16 12:25:01,773] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step23000 is ready now! 3: [2023-03-16 12:25:01,773] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step23000 is ready now! 3: [2023-03-16 12:25:01,773] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step23000 is ready now! 3: [2023-03-16 12:25:01,773] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step23000 is ready now! 3: [2023-03-16 12:25:01,773] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step23000 is ready now! 3: [2023-03-16 12:25:01,773] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step23000 is ready now! 3: [2023-03-16 12:25:01,773] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step23000 is ready now! 3: [2023-03-16 12:25:01,773] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step23000 is ready now! 0: [2023-03-16 12:25:01,779] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step23000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt 0: [2023-03-16 12:25:01,779] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step23000 is ready now! 0: successfully saved checkpoint at iteration 23000 to checkpoints_146m32b100m 7: time (ms) | save-checkpoint: 413.88 7: iteration 23010/ 60336 | consumed samples: 5890560 | consumed tokens: 12063866880 | elapsed time per iteration (s): 0.42 | learning rate: 1.444E-04 | global batch size: 256 | lm loss: 3.213475E+00 | grad norm: 0.273 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 608.884 | TFLOPs: 28.42 | 7: iteration 23020/ 60336 | consumed samples: 5893120 | consumed tokens: 12069109760 | elapsed time per iteration (s): 0.37 | learning rate: 1.444E-04 | global batch size: 256 | lm loss: 3.190265E+00 | grad norm: 0.295 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.360 | TFLOPs: 32.36 | 7: iteration 23030/ 60336 | consumed samples: 5895680 | consumed tokens: 12074352640 | elapsed time per iteration (s): 0.37 | learning rate: 1.443E-04 | global batch size: 256 | lm loss: 3.193003E+00 | grad norm: 0.280 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.112 | TFLOPs: 32.35 | 7: iteration 23040/ 60336 | consumed samples: 5898240 | consumed tokens: 12079595520 | elapsed time per iteration (s): 0.37 | learning rate: 1.443E-04 | global batch size: 256 | lm loss: 3.205151E+00 | grad norm: 0.276 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.326 | TFLOPs: 32.36 | 7: iteration 23050/ 60336 | consumed samples: 5900800 | consumed tokens: 12084838400 | elapsed time per iteration (s): 0.37 | learning rate: 1.442E-04 | global batch size: 256 | lm loss: 3.205799E+00 | grad norm: 0.284 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.317 | TFLOPs: 32.36 | 7: iteration 23060/ 60336 | consumed samples: 5903360 | consumed tokens: 12090081280 | elapsed time per iteration (s): 0.37 | learning rate: 1.442E-04 | global batch size: 256 | lm loss: 3.195186E+00 | grad norm: 0.282 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.166 | TFLOPs: 32.35 | 7: iteration 23070/ 60336 | consumed samples: 5905920 | consumed tokens: 12095324160 | elapsed time per iteration (s): 0.37 | learning rate: 1.441E-04 | global batch size: 256 | lm loss: 3.197385E+00 | grad norm: 0.288 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.821 | TFLOPs: 32.39 | 7: iteration 23080/ 60336 | consumed samples: 5908480 | consumed tokens: 12100567040 | elapsed time per iteration (s): 0.37 | learning rate: 1.441E-04 | global batch size: 256 | lm loss: 3.204815E+00 | grad norm: 0.297 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.386 | TFLOPs: 32.36 | 7: iteration 23090/ 60336 | consumed samples: 5911040 | consumed tokens: 12105809920 | elapsed time per iteration (s): 0.37 | learning rate: 1.441E-04 | global batch size: 256 | lm loss: 3.208525E+00 | grad norm: 0.297 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.263 | TFLOPs: 32.31 | 7: iteration 23100/ 60336 | consumed samples: 5913600 | consumed tokens: 12111052800 | elapsed time per iteration (s): 0.37 | learning rate: 1.440E-04 | global batch size: 256 | lm loss: 3.200935E+00 | grad norm: 0.274 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.241 | TFLOPs: 32.36 | 7: iteration 23110/ 60336 | consumed samples: 5916160 | consumed tokens: 12116295680 | elapsed time per iteration (s): 0.37 | learning rate: 1.440E-04 | global batch size: 256 | lm loss: 3.216801E+00 | grad norm: 0.284 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.274 | TFLOPs: 32.36 | 7: iteration 23120/ 60336 | consumed samples: 5918720 | consumed tokens: 12121538560 | elapsed time per iteration (s): 0.37 | learning rate: 1.439E-04 | global batch size: 256 | lm loss: 3.210942E+00 | grad norm: 0.294 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.557 | TFLOPs: 32.37 | 7: iteration 23130/ 60336 | consumed samples: 5921280 | consumed tokens: 12126781440 | elapsed time per iteration (s): 0.37 | learning rate: 1.439E-04 | global batch size: 256 | lm loss: 3.189738E+00 | grad norm: 0.288 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.600 | TFLOPs: 32.37 | 7: iteration 23140/ 60336 | consumed samples: 5923840 | consumed tokens: 12132024320 | elapsed time per iteration (s): 0.37 | learning rate: 1.438E-04 | global batch size: 256 | lm loss: 3.188217E+00 | grad norm: 0.285 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.129 | TFLOPs: 32.35 | 7: iteration 23150/ 60336 | consumed samples: 5926400 | consumed tokens: 12137267200 | elapsed time per iteration (s): 0.37 | learning rate: 1.438E-04 | global batch size: 256 | lm loss: 3.206256E+00 | grad norm: 0.267 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.115 | TFLOPs: 32.35 | 7: iteration 23160/ 60336 | consumed samples: 5928960 | consumed tokens: 12142510080 | elapsed time per iteration (s): 0.37 | learning rate: 1.438E-04 | global batch size: 256 | lm loss: 3.205765E+00 | grad norm: 0.271 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.809 | TFLOPs: 32.34 | 7: iteration 23170/ 60336 | consumed samples: 5931520 | consumed tokens: 12147752960 | elapsed time per iteration (s): 0.37 | learning rate: 1.437E-04 | global batch size: 256 | lm loss: 3.210660E+00 | grad norm: 0.270 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.269 | TFLOPs: 32.36 | 7: iteration 23180/ 60336 | consumed samples: 5934080 | consumed tokens: 12152995840 | elapsed time per iteration (s): 0.37 | learning rate: 1.437E-04 | global batch size: 256 | lm loss: 3.220620E+00 | grad norm: 0.314 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.607 | TFLOPs: 32.38 | 7: iteration 23190/ 60336 | consumed samples: 5936640 | consumed tokens: 12158238720 | elapsed time per iteration (s): 0.37 | learning rate: 1.436E-04 | global batch size: 256 | lm loss: 3.202529E+00 | grad norm: 0.273 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.662 | TFLOPs: 32.33 | 7: iteration 23200/ 60336 | consumed samples: 5939200 | consumed tokens: 12163481600 | elapsed time per iteration (s): 0.37 | learning rate: 1.436E-04 | global batch size: 256 | lm loss: 3.200920E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.577 | TFLOPs: 32.33 | 7: iteration 23210/ 60336 | consumed samples: 5941760 | consumed tokens: 12168724480 | elapsed time per iteration (s): 0.37 | learning rate: 1.435E-04 | global batch size: 256 | lm loss: 3.207607E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.033 | TFLOPs: 32.30 | 7: iteration 23220/ 60336 | consumed samples: 5944320 | consumed tokens: 12173967360 | elapsed time per iteration (s): 0.37 | learning rate: 1.435E-04 | global batch size: 256 | lm loss: 3.197687E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.617 | TFLOPs: 32.33 | 7: iteration 23230/ 60336 | consumed samples: 5946880 | consumed tokens: 12179210240 | elapsed time per iteration (s): 0.37 | learning rate: 1.434E-04 | global batch size: 256 | lm loss: 3.194122E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.809 | TFLOPs: 32.34 | 7: iteration 23240/ 60336 | consumed samples: 5949440 | consumed tokens: 12184453120 | elapsed time per iteration (s): 0.37 | learning rate: 1.434E-04 | global batch size: 256 | lm loss: 3.214441E+00 | grad norm: 0.326 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.608 | TFLOPs: 32.28 | 7: iteration 23250/ 60336 | consumed samples: 5952000 | consumed tokens: 12189696000 | elapsed time per iteration (s): 0.37 | learning rate: 1.434E-04 | global batch size: 256 | lm loss: 3.190016E+00 | grad norm: 0.271 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.266 | TFLOPs: 32.22 | 7: iteration 23260/ 60336 | consumed samples: 5954560 | consumed tokens: 12194938880 | elapsed time per iteration (s): 0.37 | learning rate: 1.433E-04 | global batch size: 256 | lm loss: 3.203080E+00 | grad norm: 0.286 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.421 | TFLOPs: 32.23 | 7: iteration 23270/ 60336 | consumed samples: 5957120 | consumed tokens: 12200181760 | elapsed time per iteration (s): 0.37 | learning rate: 1.433E-04 | global batch size: 256 | lm loss: 3.197335E+00 | grad norm: 0.296 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.890 | TFLOPs: 32.20 | 7: iteration 23280/ 60336 | consumed samples: 5959680 | consumed tokens: 12205424640 | elapsed time per iteration (s): 0.37 | learning rate: 1.432E-04 | global batch size: 256 | lm loss: 3.195648E+00 | grad norm: 0.296 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.339 | TFLOPs: 32.22 | 7: iteration 23290/ 60336 | consumed samples: 5962240 | consumed tokens: 12210667520 | elapsed time per iteration (s): 0.37 | learning rate: 1.432E-04 | global batch size: 256 | lm loss: 3.206726E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.873 | TFLOPs: 32.25 | 7: iteration 23300/ 60336 | consumed samples: 5964800 | consumed tokens: 12215910400 | elapsed time per iteration (s): 0.37 | learning rate: 1.431E-04 | global batch size: 256 | lm loss: 3.207339E+00 | grad norm: 0.267 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.678 | TFLOPs: 32.24 | 7: iteration 23310/ 60336 | consumed samples: 5967360 | consumed tokens: 12221153280 | elapsed time per iteration (s): 0.37 | learning rate: 1.431E-04 | global batch size: 256 | lm loss: 3.199915E+00 | grad norm: 0.276 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.683 | TFLOPs: 32.24 | 7: iteration 23320/ 60336 | consumed samples: 5969920 | consumed tokens: 12226396160 | elapsed time per iteration (s): 0.37 | learning rate: 1.431E-04 | global batch size: 256 | lm loss: 3.188619E+00 | grad norm: 0.292 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.795 | TFLOPs: 32.24 | 7: iteration 23330/ 60336 | consumed samples: 5972480 | consumed tokens: 12231639040 | elapsed time per iteration (s): 0.37 | learning rate: 1.430E-04 | global batch size: 256 | lm loss: 3.206384E+00 | grad norm: 0.308 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.936 | TFLOPs: 32.25 | 7: iteration 23340/ 60336 | consumed samples: 5975040 | consumed tokens: 12236881920 | elapsed time per iteration (s): 0.37 | learning rate: 1.430E-04 | global batch size: 256 | lm loss: 3.205846E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.665 | TFLOPs: 32.24 | 7: iteration 23350/ 60336 | consumed samples: 5977600 | consumed tokens: 12242124800 | elapsed time per iteration (s): 0.37 | learning rate: 1.429E-04 | global batch size: 256 | lm loss: 3.203217E+00 | grad norm: 0.268 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.838 | TFLOPs: 32.25 | 7: iteration 23360/ 60336 | consumed samples: 5980160 | consumed tokens: 12247367680 | elapsed time per iteration (s): 0.37 | learning rate: 1.429E-04 | global batch size: 256 | lm loss: 3.209876E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.957 | TFLOPs: 32.25 | 7: iteration 23370/ 60336 | consumed samples: 5982720 | consumed tokens: 12252610560 | elapsed time per iteration (s): 0.37 | learning rate: 1.428E-04 | global batch size: 256 | lm loss: 3.198120E+00 | grad norm: 0.291 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.530 | TFLOPs: 32.23 | 7: iteration 23380/ 60336 | consumed samples: 5985280 | consumed tokens: 12257853440 | elapsed time per iteration (s): 0.37 | learning rate: 1.428E-04 | global batch size: 256 | lm loss: 3.186084E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.927 | TFLOPs: 32.25 | 7: iteration 23390/ 60336 | consumed samples: 5987840 | consumed tokens: 12263096320 | elapsed time per iteration (s): 0.37 | learning rate: 1.427E-04 | global batch size: 256 | lm loss: 3.208165E+00 | grad norm: 0.288 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.981 | TFLOPs: 32.25 | 7: iteration 23400/ 60336 | consumed samples: 5990400 | consumed tokens: 12268339200 | elapsed time per iteration (s): 0.37 | learning rate: 1.427E-04 | global batch size: 256 | lm loss: 3.204878E+00 | grad norm: 0.291 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.647 | TFLOPs: 32.24 | 7: iteration 23410/ 60336 | consumed samples: 5992960 | consumed tokens: 12273582080 | elapsed time per iteration (s): 0.37 | learning rate: 1.427E-04 | global batch size: 256 | lm loss: 3.204865E+00 | grad norm: 0.296 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.379 | TFLOPs: 32.27 | 7: iteration 23420/ 60336 | consumed samples: 5995520 | consumed tokens: 12278824960 | elapsed time per iteration (s): 0.37 | learning rate: 1.426E-04 | global batch size: 256 | lm loss: 3.205890E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.159 | TFLOPs: 32.26 | 7: iteration 23430/ 60336 | consumed samples: 5998080 | consumed tokens: 12284067840 | elapsed time per iteration (s): 0.37 | learning rate: 1.426E-04 | global batch size: 256 | lm loss: 3.204155E+00 | grad norm: 0.307 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.705 | TFLOPs: 32.24 | 7: iteration 23440/ 60336 | consumed samples: 6000640 | consumed tokens: 12289310720 | elapsed time per iteration (s): 0.37 | learning rate: 1.425E-04 | global batch size: 256 | lm loss: 3.196251E+00 | grad norm: 0.292 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.071 | TFLOPs: 32.26 | 7: iteration 23450/ 60336 | consumed samples: 6003200 | consumed tokens: 12294553600 | elapsed time per iteration (s): 0.37 | learning rate: 1.425E-04 | global batch size: 256 | lm loss: 3.216142E+00 | grad norm: 0.302 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.942 | TFLOPs: 32.25 | 7: iteration 23460/ 60336 | consumed samples: 6005760 | consumed tokens: 12299796480 | elapsed time per iteration (s): 0.37 | learning rate: 1.424E-04 | global batch size: 256 | lm loss: 3.198268E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.330 | TFLOPs: 32.22 | 7: iteration 23470/ 60336 | consumed samples: 6008320 | consumed tokens: 12305039360 | elapsed time per iteration (s): 0.37 | learning rate: 1.424E-04 | global batch size: 256 | lm loss: 3.189011E+00 | grad norm: 0.289 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.985 | TFLOPs: 32.25 | 7: iteration 23480/ 60336 | consumed samples: 6010880 | consumed tokens: 12310282240 | elapsed time per iteration (s): 0.37 | learning rate: 1.423E-04 | global batch size: 256 | lm loss: 3.206748E+00 | grad norm: 0.256 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.214 | TFLOPs: 32.26 | 7: iteration 23490/ 60336 | consumed samples: 6013440 | consumed tokens: 12315525120 | elapsed time per iteration (s): 0.37 | learning rate: 1.423E-04 | global batch size: 256 | lm loss: 3.206596E+00 | grad norm: 0.294 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.706 | TFLOPs: 32.33 | 7: iteration 23500/ 60336 | consumed samples: 6016000 | consumed tokens: 12320768000 | elapsed time per iteration (s): 0.37 | learning rate: 1.423E-04 | global batch size: 256 | lm loss: 3.205291E+00 | grad norm: 0.286 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.852 | TFLOPs: 32.34 | 7: iteration 23510/ 60336 | consumed samples: 6018560 | consumed tokens: 12326010880 | elapsed time per iteration (s): 0.37 | learning rate: 1.422E-04 | global batch size: 256 | lm loss: 3.199294E+00 | grad norm: 0.276 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.150 | TFLOPs: 32.35 | 7: iteration 23520/ 60336 | consumed samples: 6021120 | consumed tokens: 12331253760 | elapsed time per iteration (s): 0.37 | learning rate: 1.422E-04 | global batch size: 256 | lm loss: 3.216614E+00 | grad norm: 0.314 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.275 | TFLOPs: 32.36 | 7: iteration 23530/ 60336 | consumed samples: 6023680 | consumed tokens: 12336496640 | elapsed time per iteration (s): 0.37 | learning rate: 1.421E-04 | global batch size: 256 | lm loss: 3.205984E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.020 | TFLOPs: 32.35 | 7: iteration 23540/ 60336 | consumed samples: 6026240 | consumed tokens: 12341739520 | elapsed time per iteration (s): 0.37 | learning rate: 1.421E-04 | global batch size: 256 | lm loss: 3.201469E+00 | grad norm: 0.307 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.983 | TFLOPs: 32.35 | 7: iteration 23550/ 60336 | consumed samples: 6028800 | consumed tokens: 12346982400 | elapsed time per iteration (s): 0.37 | learning rate: 1.420E-04 | global batch size: 256 | lm loss: 3.186412E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.067 | TFLOPs: 32.35 | 7: iteration 23560/ 60336 | consumed samples: 6031360 | consumed tokens: 12352225280 | elapsed time per iteration (s): 0.37 | learning rate: 1.420E-04 | global batch size: 256 | lm loss: 3.206578E+00 | grad norm: 0.287 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.034 | TFLOPs: 32.35 | 7: iteration 23570/ 60336 | consumed samples: 6033920 | consumed tokens: 12357468160 | elapsed time per iteration (s): 0.37 | learning rate: 1.419E-04 | global batch size: 256 | lm loss: 3.203320E+00 | grad norm: 0.296 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.786 | TFLOPs: 32.34 | 7: iteration 23580/ 60336 | consumed samples: 6036480 | consumed tokens: 12362711040 | elapsed time per iteration (s): 0.37 | learning rate: 1.419E-04 | global batch size: 256 | lm loss: 3.213152E+00 | grad norm: 0.275 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.194 | TFLOPs: 32.36 | 7: iteration 23590/ 60336 | consumed samples: 6039040 | consumed tokens: 12367953920 | elapsed time per iteration (s): 0.37 | learning rate: 1.419E-04 | global batch size: 256 | lm loss: 3.196902E+00 | grad norm: 0.291 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.031 | TFLOPs: 32.35 | 7: iteration 23600/ 60336 | consumed samples: 6041600 | consumed tokens: 12373196800 | elapsed time per iteration (s): 0.37 | learning rate: 1.418E-04 | global batch size: 256 | lm loss: 3.198184E+00 | grad norm: 0.282 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.159 | TFLOPs: 32.35 | 7: iteration 23610/ 60336 | consumed samples: 6044160 | consumed tokens: 12378439680 | elapsed time per iteration (s): 0.37 | learning rate: 1.418E-04 | global batch size: 256 | lm loss: 3.206917E+00 | grad norm: 0.297 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.432 | TFLOPs: 32.32 | 7: iteration 23620/ 60336 | consumed samples: 6046720 | consumed tokens: 12383682560 | elapsed time per iteration (s): 0.37 | learning rate: 1.417E-04 | global batch size: 256 | lm loss: 3.199938E+00 | grad norm: 0.283 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.897 | TFLOPs: 32.34 | 7: iteration 23630/ 60336 | consumed samples: 6049280 | consumed tokens: 12388925440 | elapsed time per iteration (s): 0.37 | learning rate: 1.417E-04 | global batch size: 256 | lm loss: 3.188752E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.234 | TFLOPs: 32.31 | 7: iteration 23640/ 60336 | consumed samples: 6051840 | consumed tokens: 12394168320 | elapsed time per iteration (s): 0.37 | learning rate: 1.416E-04 | global batch size: 256 | lm loss: 3.192355E+00 | grad norm: 0.275 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 682.790 | TFLOPs: 31.87 | 7: iteration 23650/ 60336 | consumed samples: 6054400 | consumed tokens: 12399411200 | elapsed time per iteration (s): 0.37 | learning rate: 1.416E-04 | global batch size: 256 | lm loss: 3.204279E+00 | grad norm: 0.260 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.007 | TFLOPs: 32.30 | 7: iteration 23660/ 60336 | consumed samples: 6056960 | consumed tokens: 12404654080 | elapsed time per iteration (s): 0.37 | learning rate: 1.415E-04 | global batch size: 256 | lm loss: 3.199050E+00 | grad norm: 0.310 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.034 | TFLOPs: 32.30 | 7: iteration 23670/ 60336 | consumed samples: 6059520 | consumed tokens: 12409896960 | elapsed time per iteration (s): 0.37 | learning rate: 1.415E-04 | global batch size: 256 | lm loss: 3.194652E+00 | grad norm: 0.291 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.897 | TFLOPs: 32.30 | 7: iteration 23680/ 60336 | consumed samples: 6062080 | consumed tokens: 12415139840 | elapsed 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size: 256 | lm loss: 3.183431E+00 | grad norm: 0.275 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.406 | TFLOPs: 32.37 | 7: iteration 23860/ 60336 | consumed samples: 6108160 | consumed tokens: 12509511680 | elapsed time per iteration (s): 0.37 | learning rate: 1.407E-04 | global batch size: 256 | lm loss: 3.200163E+00 | grad norm: 0.308 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.899 | TFLOPs: 32.34 | 7: iteration 23870/ 60336 | consumed samples: 6110720 | consumed tokens: 12514754560 | elapsed time per iteration (s): 0.37 | learning rate: 1.406E-04 | global batch size: 256 | lm loss: 3.215712E+00 | grad norm: 0.290 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.947 | TFLOPs: 32.34 | 7: iteration 23880/ 60336 | consumed samples: 6113280 | consumed tokens: 12519997440 | elapsed time per iteration (s): 0.37 | learning rate: 1.406E-04 | global batch size: 256 | lm loss: 3.203383E+00 | grad norm: 0.291 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.712 | TFLOPs: 32.33 | 7: iteration 23890/ 60336 | consumed samples: 6115840 | consumed tokens: 12525240320 | elapsed time per iteration (s): 0.37 | learning rate: 1.405E-04 | global batch size: 256 | lm loss: 3.204987E+00 | grad norm: 0.283 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.163 | TFLOPs: 32.31 | 7: iteration 23900/ 60336 | consumed samples: 6118400 | consumed tokens: 12530483200 | elapsed time per iteration (s): 0.37 | learning rate: 1.405E-04 | global batch size: 256 | lm loss: 3.197713E+00 | grad norm: 0.284 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.693 | TFLOPs: 32.29 | 7: iteration 23910/ 60336 | consumed samples: 6120960 | consumed tokens: 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consumed samples: 6128640 | consumed tokens: 12551454720 | elapsed time per iteration (s): 0.37 | learning rate: 1.403E-04 | global batch size: 256 | lm loss: 3.205552E+00 | grad norm: 0.289 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.435 | TFLOPs: 32.27 | 7: iteration 23950/ 60336 | consumed samples: 6131200 | consumed tokens: 12556697600 | elapsed time per iteration (s): 0.37 | learning rate: 1.403E-04 | global batch size: 256 | lm loss: 3.188969E+00 | grad norm: 0.274 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.482 | TFLOPs: 32.28 | 7: iteration 23960/ 60336 | consumed samples: 6133760 | consumed tokens: 12561940480 | elapsed time per iteration (s): 0.37 | learning rate: 1.402E-04 | global batch size: 256 | lm loss: 3.191034E+00 | grad norm: 0.335 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.735 | TFLOPs: 32.29 | 7: iteration 23970/ 60336 | consumed samples: 6136320 | consumed tokens: 12567183360 | elapsed time per iteration (s): 0.37 | learning rate: 1.402E-04 | global batch size: 256 | lm loss: 3.206691E+00 | grad norm: 0.285 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.249 | TFLOPs: 32.31 | 7: iteration 23980/ 60336 | consumed samples: 6138880 | consumed tokens: 12572426240 | elapsed time per iteration (s): 0.37 | learning rate: 1.401E-04 | global batch size: 256 | lm loss: 3.198497E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.396 | TFLOPs: 32.32 | 7: iteration 23990/ 60336 | consumed samples: 6141440 | consumed tokens: 12577669120 | elapsed time per iteration (s): 0.37 | learning rate: 1.401E-04 | global batch size: 256 | lm loss: 3.205648E+00 | grad norm: 0.283 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.607 | TFLOPs: 32.33 | 0: [2023-03-16 12:31:11,603] [INFO] [logging.py:68:log_dist] [Rank 0] step=24000, skipped=0, lr=[0.00014003669483463215, 0.00014003669483463215, 0.00014003669483463215], mom=[(0.9, 0.999), (0.9, 0.999), (0.9, 0.999)] 7: iteration 24000/ 60336 | consumed samples: 6144000 | consumed tokens: 12582912000 | elapsed time per iteration (s): 0.37 | learning rate: 1.400E-04 | global batch size: 256 | lm loss: 3.190060E+00 | grad norm: 0.304 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.578 | TFLOPs: 32.33 | 0: steps: 24000 loss: 3.1913 iter time (s): 0.368 samples/sec: 695.232 7: ------------------------------------------------------------------------------------------------ 7: validation loss at iteration 24000 | lm loss value: 3.802494E+00 | lm loss PPL: 4.481279E+01 | 7: ------------------------------------------------------------------------------------------------ 0: saving checkpoint at iteration 24000 to checkpoints_146m32b100m 0: [2023-03-16 12:31:11,742] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step24000 is begin to save! 0: [2023-03-16 12:31:11,747] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100m/global_step24000/layer_01-model_00-model_states.pt... 0: [2023-03-16 12:31:11,835] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step24000/layer_01-model_00-model_states.pt. 0: [2023-03-16 12:31:11,836] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100m/global_step24000/layer_03-model_00-model_states.pt... 0: [2023-03-16 12:31:11,852] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step24000/layer_03-model_00-model_states.pt. 0: [2023-03-16 12:31:11,853] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving 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checkpoints_146m32b100m/global_step24000/bf16_zero_pp_rank_33_mp_rank_00_optim_states.pt 4: [2023-03-16 12:31:12,124] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step24000 is ready now! 7: [2023-03-16 12:31:12,124] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step24000/bf16_zero_pp_rank_62_mp_rank_00_optim_states.pt. 7: [2023-03-16 12:31:12,124] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step24000/bf16_zero_pp_rank_62_mp_rank_00_optim_states.pt 4: [2023-03-16 12:31:12,124] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step24000/bf16_zero_pp_rank_39_mp_rank_00_optim_states.pt. 7: [2023-03-16 12:31:12,124] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step24000 is ready now! 4: [2023-03-16 12:31:12,124] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step24000/bf16_zero_pp_rank_39_mp_rank_00_optim_states.pt 4: [2023-03-16 12:31:12,124] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step24000 is ready now! 4: [2023-03-16 12:31:12,125] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step24000/bf16_zero_pp_rank_36_mp_rank_00_optim_states.pt. 4: [2023-03-16 12:31:12,125] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step24000/bf16_zero_pp_rank_36_mp_rank_00_optim_states.pt 0: [2023-03-16 12:31:12,125] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step24000/bf16_zero_pp_rank_2_mp_rank_00_optim_states.pt. 4: [2023-03-16 12:31:12,125] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step24000 is ready now! 0: [2023-03-16 12:31:12,125] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved 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[torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step24000 is ready now! 2: [2023-03-16 12:31:12,135] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step24000/bf16_zero_pp_rank_20_mp_rank_00_optim_states.pt. 2: [2023-03-16 12:31:12,135] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step24000/bf16_zero_pp_rank_20_mp_rank_00_optim_states.pt 2: [2023-03-16 12:31:12,135] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step24000 is ready now! 2: [2023-03-16 12:31:12,136] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step24000/bf16_zero_pp_rank_21_mp_rank_00_optim_states.pt. 2: [2023-03-16 12:31:12,136] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step24000/bf16_zero_pp_rank_21_mp_rank_00_optim_states.pt 2: [2023-03-16 12:31:12,136] [INFO] 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checkpoints_146m32b100m/global_step24000/bf16_zero_pp_rank_54_mp_rank_00_optim_states.pt. 6: [2023-03-16 12:31:12,137] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step24000/bf16_zero_pp_rank_51_mp_rank_00_optim_states.pt 6: [2023-03-16 12:31:12,137] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step24000/bf16_zero_pp_rank_54_mp_rank_00_optim_states.pt 6: [2023-03-16 12:31:12,137] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step24000 is ready now! 6: [2023-03-16 12:31:12,137] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step24000 is ready now! 1: [2023-03-16 12:31:12,136] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step24000/bf16_zero_pp_rank_13_mp_rank_00_optim_states.pt. 1: [2023-03-16 12:31:12,136] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step24000/bf16_zero_pp_rank_12_mp_rank_00_optim_states.pt. 5: [2023-03-16 12:31:12,138] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step24000/bf16_zero_pp_rank_45_mp_rank_00_optim_states.pt. 1: [2023-03-16 12:31:12,137] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step24000/bf16_zero_pp_rank_13_mp_rank_00_optim_states.pt 1: [2023-03-16 12:31:12,137] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step24000/bf16_zero_pp_rank_12_mp_rank_00_optim_states.pt 1: [2023-03-16 12:31:12,137] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step24000 is ready now! 1: [2023-03-16 12:31:12,137] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step24000 is ready now! 5: [2023-03-16 12:31:12,138] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved 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[2023-03-16 12:31:12,139] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step24000/bf16_zero_pp_rank_43_mp_rank_00_optim_states.pt 5: [2023-03-16 12:31:12,139] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step24000/bf16_zero_pp_rank_46_mp_rank_00_optim_states.pt 5: [2023-03-16 12:31:12,139] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step24000/bf16_zero_pp_rank_40_mp_rank_00_optim_states.pt 5: [2023-03-16 12:31:12,139] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step24000/bf16_zero_pp_rank_42_mp_rank_00_optim_states.pt 5: [2023-03-16 12:31:12,139] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step24000 is ready now! 5: [2023-03-16 12:31:12,139] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step24000 is 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global_step24000 is ready now! 0: successfully saved checkpoint at iteration 24000 to checkpoints_146m32b100m 7: time (ms) | save-checkpoint: 430.85 7: iteration 24010/ 60336 | consumed samples: 6146560 | consumed tokens: 12588154880 | elapsed time per iteration (s): 0.42 | learning rate: 1.400E-04 | global batch size: 256 | lm loss: 3.195609E+00 | grad norm: 0.289 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 602.546 | TFLOPs: 28.12 | 7: iteration 24020/ 60336 | consumed samples: 6149120 | consumed tokens: 12593397760 | elapsed time per iteration (s): 0.37 | learning rate: 1.399E-04 | global batch size: 256 | lm loss: 3.187020E+00 | grad norm: 0.307 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.490 | TFLOPs: 32.32 | 7: iteration 24030/ 60336 | consumed samples: 6151680 | consumed tokens: 12598640640 | elapsed time per iteration (s): 0.37 | learning rate: 1.399E-04 | global batch size: 256 | lm loss: 3.198413E+00 | grad norm: 0.336 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.553 | TFLOPs: 32.37 | 7: iteration 24040/ 60336 | consumed samples: 6154240 | consumed tokens: 12603883520 | elapsed time per iteration (s): 0.37 | learning rate: 1.399E-04 | global batch size: 256 | lm loss: 3.190563E+00 | grad norm: 0.312 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.850 | TFLOPs: 32.34 | 7: iteration 24050/ 60336 | consumed samples: 6156800 | consumed tokens: 12609126400 | elapsed time per iteration (s): 0.37 | learning rate: 1.398E-04 | global batch size: 256 | lm loss: 3.191319E+00 | grad norm: 0.282 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.432 | TFLOPs: 32.32 | 7: iteration 24060/ 60336 | consumed samples: 6159360 | consumed tokens: 12614369280 | elapsed time per iteration (s): 0.37 | learning rate: 1.398E-04 | global batch size: 256 | lm loss: 3.195942E+00 | grad norm: 0.293 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.116 | TFLOPs: 32.35 | 7: iteration 24070/ 60336 | consumed samples: 6161920 | consumed tokens: 12619612160 | elapsed time per iteration (s): 0.37 | learning rate: 1.397E-04 | global batch size: 256 | lm loss: 3.197415E+00 | grad norm: 0.276 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.549 | TFLOPs: 32.33 | 7: iteration 24080/ 60336 | consumed samples: 6164480 | consumed tokens: 12624855040 | elapsed time per iteration (s): 0.37 | learning rate: 1.397E-04 | global batch size: 256 | lm loss: 3.197007E+00 | grad norm: 0.292 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.706 | TFLOPs: 32.33 | 7: iteration 24090/ 60336 | consumed samples: 6167040 | consumed tokens: 12630097920 | elapsed time per iteration (s): 0.37 | learning rate: 1.396E-04 | global batch size: 256 | lm loss: 3.207917E+00 | grad norm: 0.303 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.781 | TFLOPs: 32.15 | 7: iteration 24100/ 60336 | consumed samples: 6169600 | consumed tokens: 12635340800 | elapsed time per iteration (s): 0.37 | learning rate: 1.396E-04 | global batch size: 256 | lm loss: 3.196595E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.484 | TFLOPs: 32.37 | 7: iteration 24110/ 60336 | consumed samples: 6172160 | consumed tokens: 12640583680 | elapsed time per iteration (s): 0.37 | learning rate: 1.395E-04 | global batch size: 256 | lm loss: 3.192201E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.715 | TFLOPs: 32.38 | 7: iteration 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second: 693.373 | TFLOPs: 32.36 | 7: iteration 24150/ 60336 | consumed samples: 6182400 | consumed tokens: 12661555200 | elapsed time per iteration (s): 0.37 | learning rate: 1.394E-04 | global batch size: 256 | lm loss: 3.179082E+00 | grad norm: 0.268 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.327 | TFLOPs: 32.36 | 7: iteration 24160/ 60336 | consumed samples: 6184960 | consumed tokens: 12666798080 | elapsed time per iteration (s): 0.37 | learning rate: 1.393E-04 | global batch size: 256 | lm loss: 3.194820E+00 | grad norm: 0.285 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.517 | TFLOPs: 32.37 | 7: iteration 24170/ 60336 | consumed samples: 6187520 | consumed tokens: 12672040960 | elapsed time per iteration (s): 0.37 | learning rate: 1.393E-04 | global batch size: 256 | lm loss: 3.202666E+00 | grad norm: 0.287 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.450 | TFLOPs: 32.37 | 7: iteration 24180/ 60336 | consumed samples: 6190080 | consumed tokens: 12677283840 | elapsed time per iteration (s): 0.37 | learning rate: 1.392E-04 | global batch size: 256 | lm loss: 3.167138E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.354 | TFLOPs: 32.36 | 7: iteration 24190/ 60336 | consumed samples: 6192640 | consumed tokens: 12682526720 | elapsed time per iteration (s): 0.37 | learning rate: 1.392E-04 | global batch size: 256 | lm loss: 3.193015E+00 | grad norm: 0.268 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.727 | TFLOPs: 32.38 | 7: iteration 24200/ 60336 | consumed samples: 6195200 | consumed tokens: 12687769600 | elapsed time per iteration (s): 0.37 | learning rate: 1.391E-04 | global batch size: 256 | lm loss: 3.180677E+00 | grad norm: 0.289 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.766 | TFLOPs: 32.38 | 7: iteration 24210/ 60336 | consumed samples: 6197760 | consumed tokens: 12693012480 | elapsed time per iteration (s): 0.37 | learning rate: 1.391E-04 | global batch size: 256 | lm loss: 3.186720E+00 | grad norm: 0.276 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.760 | TFLOPs: 32.38 | 7: iteration 24220/ 60336 | consumed samples: 6200320 | consumed tokens: 12698255360 | elapsed time per iteration (s): 0.37 | learning rate: 1.391E-04 | global batch size: 256 | lm loss: 3.188881E+00 | grad norm: 0.276 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.389 | TFLOPs: 32.36 | 7: iteration 24230/ 60336 | consumed samples: 6202880 | consumed tokens: 12703498240 | elapsed time per iteration (s): 0.37 | learning rate: 1.390E-04 | global batch size: 256 | lm loss: 3.193392E+00 | grad norm: 0.261 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.007 | TFLOPs: 32.39 | 7: iteration 24240/ 60336 | consumed samples: 6205440 | consumed tokens: 12708741120 | elapsed time per iteration (s): 0.37 | learning rate: 1.390E-04 | global batch size: 256 | lm loss: 3.189277E+00 | grad norm: 0.260 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.671 | TFLOPs: 32.38 | 7: iteration 24250/ 60336 | consumed samples: 6208000 | consumed tokens: 12713984000 | elapsed time per iteration (s): 0.37 | learning rate: 1.389E-04 | global batch size: 256 | lm loss: 3.188158E+00 | grad norm: 0.295 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.553 | TFLOPs: 32.37 | 7: iteration 24260/ 60336 | consumed samples: 6210560 | consumed tokens: 12719226880 | elapsed time per iteration (s): 0.37 | learning rate: 1.389E-04 | global batch size: 256 | lm loss: 3.201590E+00 | grad norm: 0.283 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.670 | TFLOPs: 32.38 | 7: iteration 24270/ 60336 | consumed samples: 6213120 | consumed tokens: 12724469760 | elapsed time per iteration (s): 0.37 | learning rate: 1.388E-04 | global batch size: 256 | lm loss: 3.201491E+00 | grad norm: 0.289 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.152 | TFLOPs: 32.40 | 7: iteration 24280/ 60336 | consumed samples: 6215680 | consumed tokens: 12729712640 | elapsed time per iteration (s): 0.37 | learning rate: 1.388E-04 | global batch size: 256 | lm loss: 3.206827E+00 | grad norm: 0.304 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.634 | TFLOPs: 32.38 | 7: iteration 24290/ 60336 | consumed samples: 6218240 | consumed tokens: 12734955520 | elapsed time per iteration (s): 0.37 | learning rate: 1.387E-04 | global batch size: 256 | lm loss: 3.197659E+00 | grad norm: 0.270 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.972 | TFLOPs: 32.35 | 7: iteration 24300/ 60336 | consumed samples: 6220800 | consumed tokens: 12740198400 | elapsed time per iteration (s): 0.37 | learning rate: 1.387E-04 | global batch size: 256 | lm loss: 3.181314E+00 | grad norm: 0.287 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.413 | TFLOPs: 32.37 | 7: iteration 24310/ 60336 | consumed samples: 6223360 | consumed tokens: 12745441280 | elapsed time per iteration (s): 0.37 | learning rate: 1.386E-04 | global batch size: 256 | lm loss: 3.191343E+00 | grad norm: 0.307 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.704 | TFLOPs: 32.38 | 7: iteration 24320/ 60336 | consumed 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iteration 24550/ 60336 | consumed samples: 6284800 | consumed tokens: 12871270400 | elapsed time per iteration (s): 0.37 | learning rate: 1.376E-04 | global batch size: 256 | lm loss: 3.202694E+00 | grad norm: 0.275 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.003 | TFLOPs: 32.30 | 7: iteration 24560/ 60336 | consumed samples: 6287360 | consumed tokens: 12876513280 | elapsed time per iteration (s): 0.37 | learning rate: 1.375E-04 | global batch size: 256 | lm loss: 3.184318E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.417 | TFLOPs: 32.32 | 7: iteration 24570/ 60336 | consumed samples: 6289920 | consumed tokens: 12881756160 | elapsed time per iteration (s): 0.37 | learning rate: 1.375E-04 | global batch size: 256 | lm loss: 3.191722E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.376 | TFLOPs: 32.32 | 7: iteration 24580/ 60336 | consumed samples: 6292480 | consumed tokens: 12886999040 | elapsed time per iteration (s): 0.37 | learning rate: 1.374E-04 | global batch size: 256 | lm loss: 3.199550E+00 | grad norm: 0.275 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.445 | TFLOPs: 32.32 | 7: iteration 24590/ 60336 | consumed samples: 6295040 | consumed tokens: 12892241920 | elapsed time per iteration (s): 0.37 | learning rate: 1.374E-04 | global batch size: 256 | lm loss: 3.183667E+00 | grad norm: 0.309 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.857 | TFLOPs: 32.34 | 7: iteration 24600/ 60336 | consumed samples: 6297600 | consumed tokens: 12897484800 | elapsed time per iteration (s): 0.37 | learning rate: 1.373E-04 | global batch size: 256 | lm loss: 3.179497E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.530 | TFLOPs: 32.32 | 7: iteration 24610/ 60336 | consumed samples: 6300160 | consumed tokens: 12902727680 | elapsed time per iteration (s): 0.37 | learning rate: 1.373E-04 | global batch size: 256 | lm loss: 3.200644E+00 | grad norm: 0.273 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.868 | TFLOPs: 32.34 | 7: iteration 24620/ 60336 | consumed samples: 6302720 | consumed tokens: 12907970560 | elapsed time per iteration (s): 0.37 | learning rate: 1.373E-04 | global batch size: 256 | lm loss: 3.197260E+00 | grad norm: 0.301 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.622 | TFLOPs: 32.33 | 7: iteration 24630/ 60336 | consumed samples: 6305280 | consumed tokens: 12913213440 | elapsed time per iteration (s): 0.37 | learning rate: 1.372E-04 | global batch size: 256 | lm loss: 3.204711E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 684.750 | TFLOPs: 31.96 | 7: iteration 24640/ 60336 | consumed samples: 6307840 | consumed tokens: 12918456320 | elapsed time per iteration (s): 0.37 | learning rate: 1.372E-04 | global batch size: 256 | lm loss: 3.197099E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 685.453 | TFLOPs: 31.99 | 7: iteration 24650/ 60336 | consumed samples: 6310400 | consumed tokens: 12923699200 | elapsed time per iteration (s): 0.37 | learning rate: 1.371E-04 | global batch size: 256 | lm loss: 3.189461E+00 | grad norm: 0.315 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.176 | TFLOPs: 32.26 | 7: iteration 24660/ 60336 | consumed samples: 6312960 | consumed tokens: 12928942080 | elapsed time per iteration (s): 0.37 | learning rate: 1.371E-04 | global batch size: 256 | lm loss: 3.179478E+00 | grad norm: 0.300 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.060 | TFLOPs: 32.35 | 7: iteration 24670/ 60336 | consumed samples: 6315520 | consumed tokens: 12934184960 | elapsed time per iteration (s): 0.37 | learning rate: 1.370E-04 | global batch size: 256 | lm loss: 3.192684E+00 | grad norm: 0.307 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.774 | TFLOPs: 32.34 | 7: iteration 24680/ 60336 | consumed samples: 6318080 | consumed tokens: 12939427840 | elapsed time per iteration (s): 0.37 | learning rate: 1.370E-04 | global batch size: 256 | lm loss: 3.188344E+00 | grad norm: 0.292 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.319 | TFLOPs: 32.31 | 7: iteration 24690/ 60336 | consumed samples: 6320640 | consumed tokens: 12944670720 | elapsed time per iteration (s): 0.37 | learning rate: 1.369E-04 | global batch size: 256 | lm loss: 3.189169E+00 | grad norm: 0.293 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.431 | TFLOPs: 32.32 | 7: iteration 24700/ 60336 | consumed samples: 6323200 | consumed tokens: 12949913600 | elapsed time per iteration (s): 0.37 | learning rate: 1.369E-04 | global batch size: 256 | lm loss: 3.205603E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.868 | TFLOPs: 32.34 | 7: iteration 24710/ 60336 | consumed samples: 6325760 | consumed tokens: 12955156480 | elapsed time per iteration (s): 0.37 | learning rate: 1.368E-04 | global batch size: 256 | lm loss: 3.190255E+00 | grad norm: 0.282 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.764 | TFLOPs: 32.34 | 7: iteration 24720/ 60336 | consumed samples: 6328320 | consumed tokens: 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consumed samples: 6336000 | consumed tokens: 12976128000 | elapsed time per iteration (s): 0.37 | learning rate: 1.367E-04 | global batch size: 256 | lm loss: 3.188822E+00 | grad norm: 0.276 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.724 | TFLOPs: 32.33 | 7: iteration 24760/ 60336 | consumed samples: 6338560 | consumed tokens: 12981370880 | elapsed time per iteration (s): 0.37 | learning rate: 1.366E-04 | global batch size: 256 | lm loss: 3.187140E+00 | grad norm: 0.303 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.781 | TFLOPs: 32.34 | 7: iteration 24770/ 60336 | consumed samples: 6341120 | consumed tokens: 12986613760 | elapsed time per iteration (s): 0.37 | learning rate: 1.366E-04 | global batch size: 256 | lm loss: 3.182323E+00 | grad norm: 0.294 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.781 | TFLOPs: 32.34 | 7: iteration 24780/ 60336 | consumed samples: 6343680 | consumed tokens: 12991856640 | elapsed time per iteration (s): 0.37 | learning rate: 1.365E-04 | global batch size: 256 | lm loss: 3.181550E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.722 | TFLOPs: 32.33 | 7: iteration 24790/ 60336 | consumed samples: 6346240 | consumed tokens: 12997099520 | elapsed time per iteration (s): 0.37 | learning rate: 1.365E-04 | global batch size: 256 | lm loss: 3.198001E+00 | grad norm: 0.294 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.370 | TFLOPs: 32.08 | 7: iteration 24800/ 60336 | consumed samples: 6348800 | consumed tokens: 13002342400 | elapsed time per iteration (s): 0.37 | learning rate: 1.364E-04 | global batch size: 256 | lm loss: 3.183142E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.055 | TFLOPs: 32.35 | 7: iteration 24810/ 60336 | consumed samples: 6351360 | consumed tokens: 13007585280 | elapsed time per iteration (s): 0.37 | learning rate: 1.364E-04 | global batch size: 256 | lm loss: 3.190971E+00 | grad norm: 0.274 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.273 | TFLOPs: 32.31 | 7: iteration 24820/ 60336 | consumed samples: 6353920 | consumed tokens: 13012828160 | elapsed time per iteration (s): 0.37 | learning rate: 1.364E-04 | global batch size: 256 | lm loss: 3.193322E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.881 | TFLOPs: 32.34 | 7: iteration 24830/ 60336 | consumed samples: 6356480 | consumed tokens: 13018071040 | elapsed time per iteration (s): 0.37 | learning rate: 1.363E-04 | global batch size: 256 | lm loss: 3.184272E+00 | grad norm: 0.298 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.559 | TFLOPs: 32.37 | 7: iteration 24840/ 60336 | consumed samples: 6359040 | consumed tokens: 13023313920 | elapsed time per iteration (s): 0.37 | learning rate: 1.363E-04 | global batch size: 256 | lm loss: 3.194939E+00 | grad norm: 0.297 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.438 | TFLOPs: 32.37 | 7: iteration 24850/ 60336 | consumed samples: 6361600 | consumed tokens: 13028556800 | elapsed time per iteration (s): 0.37 | learning rate: 1.362E-04 | global batch size: 256 | lm loss: 3.191763E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.235 | TFLOPs: 32.36 | 7: iteration 24860/ 60336 | consumed samples: 6364160 | consumed tokens: 13033799680 | elapsed time per iteration (s): 0.37 | learning rate: 1.362E-04 | global batch size: 256 | lm loss: 3.194154E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.885 | TFLOPs: 32.34 | 7: iteration 24870/ 60336 | consumed samples: 6366720 | consumed tokens: 13039042560 | elapsed time per iteration (s): 0.37 | learning rate: 1.361E-04 | global batch size: 256 | lm loss: 3.185627E+00 | grad norm: 0.287 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.780 | TFLOPs: 32.34 | 7: iteration 24880/ 60336 | consumed samples: 6369280 | consumed tokens: 13044285440 | elapsed time per iteration (s): 0.37 | learning rate: 1.361E-04 | global batch size: 256 | lm loss: 3.182917E+00 | grad norm: 0.284 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.191 | TFLOPs: 32.31 | 7: iteration 24890/ 60336 | consumed samples: 6371840 | consumed tokens: 13049528320 | elapsed time per iteration (s): 0.37 | learning rate: 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time per iteration (s): 0.37 | learning rate: 1.359E-04 | global batch size: 256 | lm loss: 3.191856E+00 | grad norm: 0.274 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.520 | TFLOPs: 32.32 | 7: iteration 24930/ 60336 | consumed samples: 6382080 | consumed tokens: 13070499840 | elapsed time per iteration (s): 0.38 | learning rate: 1.359E-04 | global batch size: 256 | lm loss: 3.188776E+00 | grad norm: 0.267 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 665.255 | TFLOPs: 31.05 | 7: iteration 24940/ 60336 | consumed samples: 6384640 | consumed tokens: 13075742720 | elapsed time per iteration (s): 0.38 | learning rate: 1.358E-04 | global batch size: 256 | lm loss: 3.186448E+00 | grad norm: 0.295 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 682.449 | TFLOPs: 31.85 | 7: iteration 24950/ 60336 | consumed samples: 6387200 | consumed tokens: 13080985600 | elapsed time per iteration (s): 0.37 | learning rate: 1.358E-04 | global batch size: 256 | lm loss: 3.193364E+00 | grad norm: 0.291 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.775 | TFLOPs: 32.34 | 7: iteration 24960/ 60336 | consumed samples: 6389760 | consumed tokens: 13086228480 | elapsed time per iteration (s): 0.37 | learning rate: 1.357E-04 | global batch size: 256 | lm loss: 3.182902E+00 | grad norm: 0.285 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.055 | TFLOPs: 32.35 | 7: iteration 24970/ 60336 | consumed samples: 6392320 | consumed tokens: 13091471360 | elapsed time per iteration (s): 0.37 | learning rate: 1.357E-04 | global batch size: 256 | lm loss: 3.179166E+00 | grad norm: 0.299 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.171 | TFLOPs: 32.35 | 7: iteration 24980/ 60336 | consumed samples: 6394880 | consumed tokens: 13096714240 | elapsed time per iteration (s): 0.37 | learning rate: 1.356E-04 | global batch size: 256 | lm loss: 3.167580E+00 | grad norm: 0.270 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.139 | TFLOPs: 32.35 | 7: iteration 24990/ 60336 | consumed samples: 6397440 | consumed tokens: 13101957120 | elapsed time per iteration (s): 0.37 | learning rate: 1.356E-04 | global batch size: 256 | lm loss: 3.182733E+00 | grad norm: 0.273 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.921 | TFLOPs: 32.34 | 7: iteration 25000/ 60336 | consumed samples: 6400000 | consumed tokens: 13107200000 | elapsed time per iteration (s): 0.37 | learning rate: 1.355E-04 | global batch size: 256 | lm loss: 3.185641E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.744 | TFLOPs: 32.33 | 7: ------------------------------------------------------------------------------------------------ 7: validation loss at iteration 25000 | lm loss value: 3.734505E+00 | lm loss PPL: 4.186730E+01 | 7: ------------------------------------------------------------------------------------------------ 0: saving checkpoint at iteration 25000 to checkpoints_146m32b100m 0: [2023-03-16 12:37:22,076] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step25000 is begin to save! 0: [2023-03-16 12:37:22,080] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100m/global_step25000/layer_01-model_00-model_states.pt... 0: [2023-03-16 12:37:22,167] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step25000/layer_01-model_00-model_states.pt. 0: [2023-03-16 12:37:22,168] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving 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checkpoints_146m32b100m/global_step25000/bf16_zero_pp_rank_53_mp_rank_00_optim_states.pt 6: [2023-03-16 12:37:22,455] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step25000 is ready now! 6: [2023-03-16 12:37:22,460] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step25000/bf16_zero_pp_rank_52_mp_rank_00_optim_states.pt. 6: [2023-03-16 12:37:22,460] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step25000/bf16_zero_pp_rank_52_mp_rank_00_optim_states.pt 6: [2023-03-16 12:37:22,460] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step25000 is ready now! 6: [2023-03-16 12:37:22,461] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step25000/bf16_zero_pp_rank_50_mp_rank_00_optim_states.pt. 6: [2023-03-16 12:37:22,461] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step25000/bf16_zero_pp_rank_50_mp_rank_00_optim_states.pt 6: [2023-03-16 12:37:22,461] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step25000 is ready now! 6: [2023-03-16 12:37:22,461] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step25000/bf16_zero_pp_rank_51_mp_rank_00_optim_states.pt. 6: [2023-03-16 12:37:22,461] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step25000/bf16_zero_pp_rank_51_mp_rank_00_optim_states.pt 6: [2023-03-16 12:37:22,461] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step25000 is ready now! 6: [2023-03-16 12:37:22,467] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step25000/bf16_zero_pp_rank_55_mp_rank_00_optim_states.pt. 6: [2023-03-16 12:37:22,467] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step25000/bf16_zero_pp_rank_55_mp_rank_00_optim_states.pt 6: [2023-03-16 12:37:22,467] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step25000 is ready now! 0: [2023-03-16 12:37:22,471] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step25000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt 0: [2023-03-16 12:37:22,471] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step25000 is ready now! 0: successfully saved checkpoint at iteration 25000 to checkpoints_146m32b100m 7: time (ms) | save-checkpoint: 409.09 7: iteration 25010/ 60336 | consumed samples: 6402560 | consumed tokens: 13112442880 | elapsed time per iteration (s): 0.42 | learning rate: 1.355E-04 | global batch size: 256 | lm loss: 3.192772E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 609.421 | TFLOPs: 28.45 | 7: iteration 25020/ 60336 | consumed samples: 6405120 | consumed tokens: 13117685760 | elapsed time per iteration (s): 0.37 | learning rate: 1.354E-04 | global batch size: 256 | lm loss: 3.184256E+00 | grad norm: 0.287 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.723 | TFLOPs: 32.33 | 7: iteration 25030/ 60336 | consumed samples: 6407680 | consumed tokens: 13122928640 | elapsed time per iteration (s): 0.37 | learning rate: 1.354E-04 | global batch size: 256 | lm loss: 3.184173E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.266 | TFLOPs: 32.36 | 7: iteration 25040/ 60336 | consumed samples: 6410240 | consumed tokens: 13128171520 | elapsed time per iteration (s): 0.37 | learning rate: 1.354E-04 | global batch size: 256 | lm loss: 3.188806E+00 | grad norm: 0.283 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.083 | TFLOPs: 32.35 | 7: iteration 25050/ 60336 | consumed samples: 6412800 | consumed tokens: 13133414400 | elapsed time per iteration (s): 0.37 | learning rate: 1.353E-04 | global batch size: 256 | lm loss: 3.191071E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.412 | TFLOPs: 32.37 | 7: iteration 25060/ 60336 | consumed samples: 6415360 | consumed tokens: 13138657280 | elapsed time per iteration (s): 0.37 | learning rate: 1.353E-04 | global batch size: 256 | lm loss: 3.202921E+00 | grad norm: 0.276 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.602 | TFLOPs: 32.37 | 7: iteration 25070/ 60336 | consumed samples: 6417920 | consumed tokens: 13143900160 | elapsed time per iteration (s): 0.37 | learning rate: 1.352E-04 | global batch size: 256 | lm loss: 3.178653E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.422 | TFLOPs: 32.37 | 7: iteration 25080/ 60336 | consumed samples: 6420480 | consumed tokens: 13149143040 | elapsed time per iteration (s): 0.37 | learning rate: 1.352E-04 | global batch size: 256 | lm loss: 3.193581E+00 | grad norm: 0.303 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.510 | TFLOPs: 32.37 | 7: iteration 25090/ 60336 | consumed samples: 6423040 | consumed tokens: 13154385920 | elapsed time per iteration (s): 0.37 | learning rate: 1.351E-04 | global batch size: 256 | lm loss: 3.183996E+00 | grad norm: 0.292 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.107 | TFLOPs: 32.26 | 7: iteration 25100/ 60336 | consumed samples: 6425600 | consumed tokens: 13159628800 | elapsed time per iteration (s): 0.37 | learning rate: 1.351E-04 | global batch size: 256 | lm loss: 3.198752E+00 | grad norm: 0.280 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.172 | TFLOPs: 32.35 | 7: iteration 25110/ 60336 | consumed samples: 6428160 | consumed tokens: 13164871680 | elapsed time per iteration (s): 0.37 | learning rate: 1.350E-04 | global batch size: 256 | lm loss: 3.185462E+00 | grad norm: 0.294 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.099 | TFLOPs: 32.35 | 7: iteration 25120/ 60336 | consumed samples: 6430720 | consumed tokens: 13170114560 | elapsed time per iteration (s): 0.37 | learning rate: 1.350E-04 | global batch size: 256 | lm loss: 3.194561E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.854 | TFLOPs: 32.34 | 7: iteration 25130/ 60336 | consumed samples: 6433280 | consumed tokens: 13175357440 | elapsed time per iteration (s): 0.37 | learning rate: 1.349E-04 | global batch size: 256 | lm loss: 3.199514E+00 | grad norm: 0.270 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.631 | TFLOPs: 32.33 | 7: iteration 25140/ 60336 | consumed samples: 6435840 | consumed tokens: 13180600320 | elapsed time per iteration (s): 0.37 | learning rate: 1.349E-04 | global batch size: 256 | lm loss: 3.181151E+00 | grad norm: 0.279 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.565 | TFLOPs: 32.33 | 7: iteration 25150/ 60336 | consumed samples: 6438400 | consumed tokens: 13185843200 | elapsed time per iteration (s): 0.37 | learning rate: 1.349E-04 | global batch size: 256 | lm loss: 3.179227E+00 | grad norm: 0.301 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.823 | TFLOPs: 32.34 | 7: iteration 25160/ 60336 | consumed samples: 6440960 | consumed tokens: 13191086080 | elapsed time per iteration (s): 0.37 | learning rate: 1.348E-04 | global batch size: 256 | lm loss: 3.164174E+00 | grad norm: 0.273 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.155 | TFLOPs: 32.35 | 7: iteration 25170/ 60336 | consumed samples: 6443520 | consumed tokens: 13196328960 | elapsed time per iteration (s): 0.37 | learning rate: 1.348E-04 | global batch size: 256 | lm loss: 3.180674E+00 | grad norm: 0.287 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.684 | TFLOPs: 32.33 | 7: iteration 25180/ 60336 | consumed samples: 6446080 | consumed tokens: 13201571840 | elapsed time per iteration (s): 0.37 | learning rate: 1.347E-04 | global batch size: 256 | lm loss: 3.183187E+00 | grad norm: 0.268 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.874 | TFLOPs: 32.34 | 7: iteration 25190/ 60336 | consumed samples: 6448640 | consumed tokens: 13206814720 | elapsed time per iteration (s): 0.37 | learning rate: 1.347E-04 | global batch size: 256 | lm loss: 3.195231E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.412 | TFLOPs: 32.09 | 7: iteration 25200/ 60336 | consumed samples: 6451200 | consumed tokens: 13212057600 | elapsed time per iteration (s): 0.37 | learning rate: 1.346E-04 | global batch size: 256 | lm loss: 3.165734E+00 | grad norm: 0.282 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.803 | TFLOPs: 32.34 | 7: iteration 25210/ 60336 | consumed samples: 6453760 | consumed tokens: 13217300480 | elapsed time per iteration (s): 0.37 | learning rate: 1.346E-04 | global batch size: 256 | lm loss: 3.181966E+00 | grad norm: 0.263 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.331 | TFLOPs: 32.32 | 7: iteration 25220/ 60336 | consumed samples: 6456320 | consumed tokens: 13222543360 | elapsed time per iteration (s): 0.37 | learning rate: 1.345E-04 | global batch size: 256 | lm loss: 3.170748E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.036 | TFLOPs: 32.30 | 7: iteration 25230/ 60336 | consumed samples: 6458880 | consumed tokens: 13227786240 | elapsed time per iteration (s): 0.37 | learning rate: 1.345E-04 | global batch size: 256 | lm loss: 3.180889E+00 | grad norm: 0.283 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.610 | TFLOPs: 32.33 | 7: iteration 25240/ 60336 | consumed samples: 6461440 | consumed tokens: 13233029120 | elapsed time per iteration (s): 0.37 | learning rate: 1.344E-04 | global batch size: 256 | lm loss: 3.190545E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.934 | TFLOPs: 32.34 | 7: iteration 25250/ 60336 | consumed samples: 6464000 | consumed tokens: 13238272000 | elapsed time per iteration (s): 0.37 | learning rate: 1.344E-04 | global batch size: 256 | lm loss: 3.198217E+00 | grad norm: 0.268 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.399 | TFLOPs: 32.37 | 7: iteration 25260/ 60336 | consumed samples: 6466560 | consumed tokens: 13243514880 | elapsed time per iteration (s): 0.37 | learning rate: 1.344E-04 | global batch size: 256 | lm loss: 3.187728E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.578 | TFLOPs: 32.33 | 7: iteration 25270/ 60336 | consumed samples: 6469120 | consumed tokens: 13248757760 | elapsed time per iteration (s): 0.37 | learning rate: 1.343E-04 | global batch size: 256 | lm loss: 3.177512E+00 | grad norm: 0.295 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.067 | TFLOPs: 32.30 | 7: iteration 25280/ 60336 | consumed samples: 6471680 | consumed tokens: 13254000640 | elapsed time per iteration (s): 0.37 | learning rate: 1.343E-04 | global batch size: 256 | lm loss: 3.190748E+00 | grad norm: 0.289 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.473 | TFLOPs: 32.32 | 7: iteration 25290/ 60336 | consumed samples: 6474240 | consumed tokens: 13259243520 | elapsed time per iteration (s): 0.37 | learning rate: 1.342E-04 | global batch size: 256 | lm loss: 3.193511E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.354 | TFLOPs: 32.32 | 7: iteration 25300/ 60336 | consumed samples: 6476800 | consumed tokens: 13264486400 | elapsed time per iteration (s): 0.37 | learning rate: 1.342E-04 | global batch size: 256 | lm loss: 3.176723E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.492 | TFLOPs: 32.28 | 7: iteration 25310/ 60336 | consumed samples: 6479360 | consumed tokens: 13269729280 | elapsed time per iteration (s): 0.37 | learning rate: 1.341E-04 | global batch size: 256 | lm loss: 3.186986E+00 | grad norm: 0.282 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.406 | TFLOPs: 32.32 | 7: iteration 25320/ 60336 | consumed samples: 6481920 | consumed tokens: 13274972160 | elapsed time per iteration (s): 0.37 | learning rate: 1.341E-04 | global batch size: 256 | lm loss: 3.180137E+00 | grad norm: 0.280 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.520 | TFLOPs: 32.32 | 7: iteration 25330/ 60336 | consumed samples: 6484480 | consumed tokens: 13280215040 | elapsed time per iteration (s): 0.37 | learning rate: 1.340E-04 | global batch size: 256 | lm loss: 3.186971E+00 | grad norm: 0.287 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.934 | TFLOPs: 32.34 | 7: iteration 25340/ 60336 | consumed samples: 6487040 | consumed tokens: 13285457920 | elapsed time per iteration (s): 0.37 | learning rate: 1.340E-04 | global batch size: 256 | lm loss: 3.171691E+00 | grad norm: 0.288 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.821 | TFLOPs: 32.34 | 7: iteration 25350/ 60336 | consumed samples: 6489600 | consumed tokens: 13290700800 | elapsed time per iteration (s): 0.37 | learning rate: 1.339E-04 | global batch size: 256 | lm loss: 3.176744E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.804 | TFLOPs: 32.34 | 7: iteration 25360/ 60336 | consumed samples: 6492160 | consumed tokens: 13295943680 | elapsed time per iteration (s): 0.37 | learning rate: 1.339E-04 | global batch size: 256 | lm loss: 3.181610E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.630 | TFLOPs: 32.33 | 7: iteration 25370/ 60336 | consumed samples: 6494720 | consumed tokens: 13301186560 | elapsed time per iteration (s): 0.37 | learning rate: 1.339E-04 | global batch size: 256 | lm loss: 3.190337E+00 | grad norm: 0.268 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.891 | TFLOPs: 32.29 | 7: iteration 25380/ 60336 | consumed samples: 6497280 | consumed tokens: 13306429440 | elapsed time per iteration (s): 0.37 | learning rate: 1.338E-04 | global batch size: 256 | lm loss: 3.187076E+00 | grad norm: 0.287 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.666 | TFLOPs: 32.33 | 7: iteration 25390/ 60336 | consumed samples: 6499840 | consumed tokens: 13311672320 | elapsed time per iteration (s): 0.37 | learning rate: 1.338E-04 | global batch size: 256 | lm loss: 3.192088E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.413 | TFLOPs: 32.32 | 7: iteration 25400/ 60336 | consumed samples: 6502400 | consumed tokens: 13316915200 | elapsed time per iteration (s): 0.37 | learning rate: 1.337E-04 | global batch size: 256 | lm loss: 3.184344E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.800 | TFLOPs: 32.34 | 7: iteration 25410/ 60336 | consumed samples: 6504960 | consumed tokens: 13322158080 | elapsed time per iteration (s): 0.37 | learning rate: 1.337E-04 | global batch size: 256 | lm loss: 3.197812E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.770 | TFLOPs: 32.34 | 7: iteration 25420/ 60336 | consumed samples: 6507520 | consumed tokens: 13327400960 | elapsed time per iteration (s): 0.37 | learning rate: 1.336E-04 | global batch size: 256 | lm loss: 3.181178E+00 | grad norm: 0.288 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.535 | TFLOPs: 32.32 | 7: iteration 25430/ 60336 | consumed samples: 6510080 | consumed tokens: 13332643840 | elapsed time per iteration (s): 0.37 | learning rate: 1.336E-04 | global batch size: 256 | lm loss: 3.179045E+00 | grad norm: 0.274 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.345 | TFLOPs: 32.13 | 7: iteration 25440/ 60336 | consumed samples: 6512640 | consumed tokens: 13337886720 | elapsed time per iteration (s): 0.37 | learning rate: 1.335E-04 | global batch size: 256 | lm loss: 3.195135E+00 | grad norm: 0.303 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.284 | TFLOPs: 32.31 | 7: iteration 25450/ 60336 | consumed samples: 6515200 | consumed tokens: 13343129600 | elapsed time per iteration (s): 0.37 | learning rate: 1.335E-04 | global batch size: 256 | lm loss: 3.179886E+00 | grad norm: 0.299 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.776 | TFLOPs: 32.34 | 7: iteration 25460/ 60336 | consumed samples: 6517760 | consumed tokens: 13348372480 | elapsed time per iteration (s): 0.37 | learning rate: 1.334E-04 | global batch size: 256 | lm loss: 3.196141E+00 | grad norm: 0.290 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.141 | TFLOPs: 32.31 | 7: iteration 25470/ 60336 | consumed samples: 6520320 | consumed tokens: 13353615360 | elapsed time per iteration (s): 0.37 | learning rate: 1.334E-04 | global batch size: 256 | lm loss: 3.179195E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.446 | TFLOPs: 32.32 | 7: iteration 25480/ 60336 | consumed samples: 6522880 | consumed tokens: 13358858240 | elapsed time per iteration (s): 0.37 | learning rate: 1.333E-04 | global batch size: 256 | lm loss: 3.190275E+00 | grad norm: 0.284 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.531 | TFLOPs: 32.32 | 7: iteration 25490/ 60336 | consumed samples: 6525440 | consumed tokens: 13364101120 | elapsed time per iteration (s): 0.37 | learning rate: 1.333E-04 | global batch size: 256 | lm loss: 3.169519E+00 | grad norm: 0.293 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.807 | TFLOPs: 32.24 | 7: iteration 25500/ 60336 | consumed samples: 6528000 | consumed tokens: 13369344000 | elapsed time per iteration (s): 0.37 | learning rate: 1.333E-04 | global batch size: 256 | lm loss: 3.182968E+00 | grad norm: 0.307 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.219 | TFLOPs: 32.22 | 7: iteration 25510/ 60336 | consumed samples: 6530560 | consumed tokens: 13374586880 | elapsed time per iteration (s): 0.37 | learning rate: 1.332E-04 | global batch size: 256 | lm loss: 3.174419E+00 | grad norm: 0.283 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.506 | TFLOPs: 32.32 | 7: iteration 25520/ 60336 | consumed samples: 6533120 | consumed tokens: 13379829760 | elapsed time per iteration (s): 0.37 | learning rate: 1.332E-04 | global batch size: 256 | lm loss: 3.188762E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.187 | TFLOPs: 32.36 | 7: iteration 25530/ 60336 | consumed samples: 6535680 | consumed tokens: 13385072640 | elapsed time per iteration (s): 0.37 | learning rate: 1.331E-04 | global batch size: 256 | lm loss: 3.173378E+00 | grad norm: 0.271 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.661 | TFLOPs: 32.38 | 7: iteration 25540/ 60336 | consumed samples: 6538240 | consumed tokens: 13390315520 | elapsed time per iteration (s): 0.37 | learning rate: 1.331E-04 | global batch size: 256 | lm loss: 3.177308E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.495 | TFLOPs: 32.37 | 7: iteration 25550/ 60336 | consumed samples: 6540800 | consumed tokens: 13395558400 | elapsed time per iteration (s): 0.37 | learning rate: 1.330E-04 | global batch size: 256 | lm loss: 3.163523E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.377 | TFLOPs: 32.36 | 7: iteration 25560/ 60336 | consumed samples: 6543360 | consumed tokens: 13400801280 | elapsed time per iteration (s): 0.37 | learning rate: 1.330E-04 | global batch size: 256 | lm loss: 3.183693E+00 | grad norm: 0.287 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.785 | TFLOPs: 32.38 | 7: iteration 25570/ 60336 | consumed samples: 6545920 | consumed tokens: 13406044160 | elapsed time per iteration (s): 0.37 | learning rate: 1.329E-04 | global batch size: 256 | lm loss: 3.191746E+00 | grad norm: 0.284 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.581 | TFLOPs: 32.37 | 7: iteration 25580/ 60336 | consumed samples: 6548480 | consumed tokens: 13411287040 | elapsed time per iteration (s): 0.37 | learning rate: 1.329E-04 | global batch size: 256 | lm loss: 3.181895E+00 | grad norm: 0.267 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.104 | TFLOPs: 32.40 | 7: iteration 25590/ 60336 | consumed samples: 6551040 | consumed tokens: 13416529920 | elapsed time per iteration (s): 0.37 | learning rate: 1.328E-04 | global batch size: 256 | lm loss: 3.195782E+00 | grad norm: 0.271 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.052 | TFLOPs: 32.40 | 7: iteration 25600/ 60336 | consumed samples: 6553600 | consumed tokens: 13421772800 | elapsed time per iteration (s): 0.37 | learning rate: 1.328E-04 | global batch size: 256 | lm loss: 3.181193E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.265 | TFLOPs: 32.41 | 7: iteration 25610/ 60336 | consumed samples: 6556160 | consumed tokens: 13427015680 | elapsed time per iteration (s): 0.37 | learning rate: 1.328E-04 | global batch size: 256 | lm loss: 3.177360E+00 | grad norm: 0.273 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.163 | TFLOPs: 32.40 | 7: iteration 25620/ 60336 | consumed samples: 6558720 | consumed tokens: 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0.269 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.407 | TFLOPs: 32.37 | 7: iteration 25970/ 60336 | consumed samples: 6648320 | consumed tokens: 13615759360 | elapsed time per iteration (s): 0.37 | learning rate: 1.311E-04 | global batch size: 256 | lm loss: 3.163386E+00 | grad norm: 0.291 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.222 | TFLOPs: 32.36 | 7: iteration 25980/ 60336 | consumed samples: 6650880 | consumed tokens: 13621002240 | elapsed time per iteration (s): 0.37 | learning rate: 1.311E-04 | global batch size: 256 | lm loss: 3.163109E+00 | grad norm: 0.290 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.043 | TFLOPs: 32.35 | 7: iteration 25990/ 60336 | consumed samples: 6653440 | consumed tokens: 13626245120 | elapsed time per iteration (s): 0.37 | learning rate: 1.310E-04 | global batch size: 256 | lm loss: 3.193526E+00 | grad norm: 0.284 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.189 | TFLOPs: 32.36 | 0: [2023-03-16 12:43:32,683] [INFO] [logging.py:68:log_dist] [Rank 0] step=26000, skipped=0, lr=[0.00013096296282050622, 0.00013096296282050622, 0.00013096296282050622], mom=[(0.9, 0.999), (0.9, 0.999), (0.9, 0.999)] 7: iteration 26000/ 60336 | consumed samples: 6656000 | consumed tokens: 13631488000 | elapsed time per iteration (s): 0.37 | learning rate: 1.310E-04 | global batch size: 256 | lm loss: 3.177212E+00 | grad norm: 0.279 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.464 | TFLOPs: 32.37 | 0: steps: 26000 loss: 3.1776 iter time (s): 0.369 samples/sec: 694.575 7: ------------------------------------------------------------------------------------------------ 7: validation loss at iteration 26000 | lm loss value: 3.754341E+00 | lm loss PPL: 4.270605E+01 | 7: ------------------------------------------------------------------------------------------------ 0: saving checkpoint at iteration 26000 to checkpoints_146m32b100m 0: [2023-03-16 12:43:32,806] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step26000 is begin to save! 0: [2023-03-16 12:43:32,810] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100m/global_step26000/layer_01-model_00-model_states.pt... 0: [2023-03-16 12:43:32,912] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step26000/layer_01-model_00-model_states.pt. 0: [2023-03-16 12:43:32,912] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100m/global_step26000/layer_03-model_00-model_states.pt... 0: [2023-03-16 12:43:32,928] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step26000/layer_03-model_00-model_states.pt. 0: [2023-03-16 12:43:32,928] [INFO] 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[engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step26000/bf16_zero_pp_rank_54_mp_rank_00_optim_states.pt 6: [2023-03-16 12:43:33,208] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step26000 is ready now! 0: [2023-03-16 12:43:33,209] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step26000/bf16_zero_pp_rank_6_mp_rank_00_optim_states.pt. 0: [2023-03-16 12:43:33,209] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step26000/bf16_zero_pp_rank_6_mp_rank_00_optim_states.pt 0: [2023-03-16 12:43:33,209] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step26000 is ready now! 5: [2023-03-16 12:43:33,209] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step26000/bf16_zero_pp_rank_41_mp_rank_00_optim_states.pt. 5: [2023-03-16 12:43:33,209] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step26000/bf16_zero_pp_rank_41_mp_rank_00_optim_states.pt 5: [2023-03-16 12:43:33,209] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step26000 is ready now! 6: [2023-03-16 12:43:33,209] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step26000/bf16_zero_pp_rank_48_mp_rank_00_optim_states.pt. 2: [2023-03-16 12:43:33,210] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step26000/bf16_zero_pp_rank_17_mp_rank_00_optim_states.pt. 2: [2023-03-16 12:43:33,210] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step26000/bf16_zero_pp_rank_17_mp_rank_00_optim_states.pt 2: [2023-03-16 12:43:33,210] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step26000 is ready now! 2: [2023-03-16 12:43:33,210] [INFO] 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checkpoints_146m32b100m/global_step26000/bf16_zero_pp_rank_13_mp_rank_00_optim_states.pt. 1: [2023-03-16 12:43:33,221] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step26000/bf16_zero_pp_rank_13_mp_rank_00_optim_states.pt 1: [2023-03-16 12:43:33,221] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step26000 is ready now! 1: [2023-03-16 12:43:33,221] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step26000/bf16_zero_pp_rank_14_mp_rank_00_optim_states.pt. 1: [2023-03-16 12:43:33,221] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step26000/bf16_zero_pp_rank_14_mp_rank_00_optim_states.pt 1: [2023-03-16 12:43:33,221] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step26000 is ready now! 7: [2023-03-16 12:43:33,221] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved 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[Torch] Checkpoint global_step26000 is ready now! 7: [2023-03-16 12:43:33,222] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step26000/bf16_zero_pp_rank_57_mp_rank_00_optim_states.pt 7: [2023-03-16 12:43:33,222] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step26000 is ready now! 7: [2023-03-16 12:43:33,222] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step26000 is ready now! 7: [2023-03-16 12:43:33,222] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step26000 is ready now! 7: [2023-03-16 12:43:33,222] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step26000/bf16_zero_pp_rank_56_mp_rank_00_optim_states.pt 7: [2023-03-16 12:43:33,222] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step26000/bf16_zero_pp_rank_59_mp_rank_00_optim_states.pt 7: [2023-03-16 12:43:33,222] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step26000 is ready now! 7: [2023-03-16 12:43:33,222] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step26000 is ready now! 7: [2023-03-16 12:43:33,222] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step26000 is ready now! 3: [2023-03-16 12:43:33,222] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step26000/bf16_zero_pp_rank_24_mp_rank_00_optim_states.pt. 3: [2023-03-16 12:43:33,222] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step26000/bf16_zero_pp_rank_24_mp_rank_00_optim_states.pt 3: [2023-03-16 12:43:33,222] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step26000 is ready now! 2: [2023-03-16 12:43:33,224] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved 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693.573 | TFLOPs: 32.37 | 7: iteration 26030/ 60336 | consumed samples: 6663680 | consumed tokens: 13647216640 | elapsed time per iteration (s): 0.37 | learning rate: 1.308E-04 | global batch size: 256 | lm loss: 3.167842E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.775 | TFLOPs: 32.38 | 7: iteration 26040/ 60336 | consumed samples: 6666240 | consumed tokens: 13652459520 | elapsed time per iteration (s): 0.37 | learning rate: 1.308E-04 | global batch size: 256 | lm loss: 3.197198E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.175 | TFLOPs: 32.40 | 7: iteration 26050/ 60336 | consumed samples: 6668800 | consumed tokens: 13657702400 | elapsed time per iteration (s): 0.37 | learning rate: 1.307E-04 | global batch size: 256 | lm loss: 3.167604E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.892 | TFLOPs: 32.39 | 7: iteration 26060/ 60336 | consumed samples: 6671360 | consumed tokens: 13662945280 | elapsed time per iteration (s): 0.37 | learning rate: 1.307E-04 | global batch size: 256 | lm loss: 3.164610E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.957 | TFLOPs: 32.39 | 7: iteration 26070/ 60336 | consumed samples: 6673920 | consumed tokens: 13668188160 | elapsed time per iteration (s): 0.37 | learning rate: 1.306E-04 | global batch size: 256 | lm loss: 3.193045E+00 | grad norm: 0.248 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.628 | TFLOPs: 32.38 | 7: iteration 26080/ 60336 | consumed samples: 6676480 | consumed tokens: 13673431040 | elapsed time per iteration (s): 0.37 | learning rate: 1.306E-04 | global batch size: 256 | lm loss: 3.173394E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.919 | TFLOPs: 32.39 | 7: iteration 26090/ 60336 | consumed samples: 6679040 | consumed tokens: 13678673920 | elapsed time per iteration (s): 0.37 | learning rate: 1.305E-04 | global batch size: 256 | lm loss: 3.176074E+00 | grad norm: 0.280 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.385 | TFLOPs: 32.36 | 7: iteration 26100/ 60336 | consumed samples: 6681600 | consumed tokens: 13683916800 | elapsed time per iteration (s): 0.37 | learning rate: 1.305E-04 | global batch size: 256 | lm loss: 3.195598E+00 | grad norm: 0.270 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.627 | TFLOPs: 32.38 | 7: iteration 26110/ 60336 | consumed samples: 6684160 | consumed tokens: 13689159680 | elapsed time per iteration (s): 0.37 | learning rate: 1.305E-04 | global batch size: 256 | lm loss: 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samples per second: 693.265 | TFLOPs: 32.36 | 7: iteration 26260/ 60336 | consumed samples: 6722560 | consumed tokens: 13767802880 | elapsed time per iteration (s): 0.37 | learning rate: 1.298E-04 | global batch size: 256 | lm loss: 3.185971E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.720 | TFLOPs: 32.38 | 7: iteration 26270/ 60336 | consumed samples: 6725120 | consumed tokens: 13773045760 | elapsed time per iteration (s): 0.37 | learning rate: 1.297E-04 | global batch size: 256 | lm loss: 3.186259E+00 | grad norm: 0.293 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.682 | TFLOPs: 32.19 | 7: iteration 26280/ 60336 | consumed samples: 6727680 | consumed tokens: 13778288640 | elapsed time per iteration (s): 0.37 | learning rate: 1.297E-04 | global batch size: 256 | lm loss: 3.190055E+00 | grad norm: 0.296 | num zeros: 0.0 | number of skipped 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size: 256 | lm loss: 3.169185E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.327 | TFLOPs: 32.36 | 7: iteration 26350/ 60336 | consumed samples: 6745600 | consumed tokens: 13814988800 | elapsed time per iteration (s): 0.37 | learning rate: 1.293E-04 | global batch size: 256 | lm loss: 3.177101E+00 | grad norm: 0.273 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.731 | TFLOPs: 32.33 | 7: iteration 26360/ 60336 | consumed samples: 6748160 | consumed tokens: 13820231680 | elapsed time per iteration (s): 0.37 | learning rate: 1.293E-04 | global batch size: 256 | lm loss: 3.182182E+00 | grad norm: 0.268 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.882 | TFLOPs: 32.34 | 7: iteration 26370/ 60336 | consumed samples: 6750720 | consumed tokens: 13825474560 | elapsed time per iteration (s): 0.37 | learning rate: 1.293E-04 | global batch size: 256 | lm loss: 3.184324E+00 | grad norm: 0.286 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.401 | TFLOPs: 32.37 | 7: iteration 26380/ 60336 | consumed samples: 6753280 | consumed tokens: 13830717440 | elapsed time per iteration (s): 0.37 | learning rate: 1.292E-04 | global batch size: 256 | lm loss: 3.170351E+00 | grad norm: 0.261 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.311 | TFLOPs: 32.36 | 7: iteration 26390/ 60336 | consumed samples: 6755840 | consumed tokens: 13835960320 | elapsed time per iteration (s): 0.37 | learning rate: 1.292E-04 | global batch size: 256 | lm loss: 3.184412E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.951 | TFLOPs: 32.39 | 7: iteration 26400/ 60336 | consumed samples: 6758400 | consumed tokens: 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TFLOPs: 32.40 | 7: iteration 26460/ 60336 | consumed samples: 6773760 | consumed tokens: 13872660480 | elapsed time per iteration (s): 0.37 | learning rate: 1.288E-04 | global batch size: 256 | lm loss: 3.170229E+00 | grad norm: 0.314 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.376 | TFLOPs: 32.41 | 7: iteration 26470/ 60336 | consumed samples: 6776320 | consumed tokens: 13877903360 | elapsed time per iteration (s): 0.37 | learning rate: 1.288E-04 | global batch size: 256 | lm loss: 3.182593E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.252 | TFLOPs: 32.41 | 7: iteration 26480/ 60336 | consumed samples: 6778880 | consumed tokens: 13883146240 | elapsed time per iteration (s): 0.37 | learning rate: 1.287E-04 | global batch size: 256 | lm loss: 3.176775E+00 | grad norm: 0.289 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.846 | TFLOPs: 32.39 | 7: iteration 26490/ 60336 | consumed samples: 6781440 | consumed tokens: 13888389120 | elapsed time per iteration (s): 0.37 | learning rate: 1.287E-04 | global batch size: 256 | lm loss: 3.174279E+00 | grad norm: 0.271 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.618 | TFLOPs: 32.42 | 7: iteration 26500/ 60336 | consumed samples: 6784000 | consumed tokens: 13893632000 | elapsed time per iteration (s): 0.37 | learning rate: 1.287E-04 | global batch size: 256 | lm loss: 3.187757E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.828 | TFLOPs: 32.43 | 7: iteration 26510/ 60336 | consumed samples: 6786560 | consumed tokens: 13898874880 | elapsed time per iteration (s): 0.37 | learning rate: 1.286E-04 | global batch size: 256 | lm loss: 3.165493E+00 | grad norm: 0.268 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.545 | TFLOPs: 32.42 | 7: iteration 26520/ 60336 | consumed samples: 6789120 | consumed tokens: 13904117760 | elapsed time per iteration (s): 0.37 | learning rate: 1.286E-04 | global batch size: 256 | lm loss: 3.161948E+00 | grad norm: 0.280 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.557 | TFLOPs: 32.37 | 7: iteration 26530/ 60336 | consumed samples: 6791680 | consumed tokens: 13909360640 | elapsed time per iteration (s): 0.37 | learning rate: 1.285E-04 | global batch size: 256 | lm loss: 3.185567E+00 | grad norm: 0.288 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.355 | TFLOPs: 32.41 | 7: iteration 26540/ 60336 | consumed samples: 6794240 | consumed tokens: 13914603520 | elapsed time per iteration (s): 0.37 | learning rate: 1.285E-04 | global batch size: 256 | lm loss: 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samples per second: 694.713 | TFLOPs: 32.43 | 7: iteration 26690/ 60336 | consumed samples: 6832640 | consumed tokens: 13993246720 | elapsed time per iteration (s): 0.37 | learning rate: 1.278E-04 | global batch size: 256 | lm loss: 3.186183E+00 | grad norm: 0.295 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.886 | TFLOPs: 32.43 | 7: iteration 26700/ 60336 | consumed samples: 6835200 | consumed tokens: 13998489600 | elapsed time per iteration (s): 0.37 | learning rate: 1.277E-04 | global batch size: 256 | lm loss: 3.160282E+00 | grad norm: 0.275 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.399 | TFLOPs: 32.41 | 7: iteration 26710/ 60336 | consumed samples: 6837760 | consumed tokens: 14003732480 | elapsed time per iteration (s): 0.37 | learning rate: 1.277E-04 | global batch size: 256 | lm loss: 3.175762E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped 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consumed samples: 6876160 | consumed tokens: 14082375680 | elapsed time per iteration (s): 0.37 | learning rate: 1.270E-04 | global batch size: 256 | lm loss: 3.177950E+00 | grad norm: 0.294 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.492 | TFLOPs: 32.42 | 7: iteration 26870/ 60336 | consumed samples: 6878720 | consumed tokens: 14087618560 | elapsed time per iteration (s): 0.37 | learning rate: 1.269E-04 | global batch size: 256 | lm loss: 3.177342E+00 | grad norm: 0.276 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.746 | TFLOPs: 32.43 | 7: iteration 26880/ 60336 | consumed samples: 6881280 | consumed tokens: 14092861440 | elapsed time per iteration (s): 0.37 | learning rate: 1.269E-04 | global batch size: 256 | lm loss: 3.180217E+00 | grad norm: 0.255 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.242 | 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iterations: 0 | samples per second: 695.122 | TFLOPs: 32.45 | 7: iteration 26920/ 60336 | consumed samples: 6891520 | consumed tokens: 14113832960 | elapsed time per iteration (s): 0.37 | learning rate: 1.267E-04 | global batch size: 256 | lm loss: 3.172670E+00 | grad norm: 0.288 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.792 | TFLOPs: 32.43 | 7: iteration 26930/ 60336 | consumed samples: 6894080 | consumed tokens: 14119075840 | elapsed time per iteration (s): 0.37 | learning rate: 1.267E-04 | global batch size: 256 | lm loss: 3.176691E+00 | grad norm: 0.320 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.882 | TFLOPs: 32.43 | 7: iteration 26940/ 60336 | consumed samples: 6896640 | consumed tokens: 14124318720 | elapsed time per iteration (s): 0.37 | learning rate: 1.266E-04 | global batch size: 256 | lm loss: 3.177537E+00 | grad norm: 0.298 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.012 | TFLOPs: 32.44 | 7: iteration 26950/ 60336 | consumed samples: 6899200 | consumed tokens: 14129561600 | elapsed time per iteration (s): 0.37 | learning rate: 1.266E-04 | global batch size: 256 | lm loss: 3.171609E+00 | grad norm: 0.274 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.277 | TFLOPs: 32.41 | 7: iteration 26960/ 60336 | consumed samples: 6901760 | consumed tokens: 14134804480 | elapsed time per iteration (s): 0.37 | learning rate: 1.265E-04 | global batch size: 256 | lm loss: 3.167595E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.561 | TFLOPs: 32.42 | 7: iteration 26970/ 60336 | consumed samples: 6904320 | consumed tokens: 14140047360 | elapsed time per iteration (s): 0.37 | learning rate: 1.265E-04 | global batch size: 256 | lm loss: 3.169705E+00 | grad norm: 0.280 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.427 | TFLOPs: 32.41 | 7: iteration 26980/ 60336 | consumed samples: 6906880 | consumed tokens: 14145290240 | elapsed time per iteration (s): 0.37 | learning rate: 1.264E-04 | global batch size: 256 | lm loss: 3.156190E+00 | grad norm: 0.302 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.758 | TFLOPs: 32.38 | 7: iteration 26990/ 60336 | consumed samples: 6909440 | consumed tokens: 14150533120 | elapsed time per iteration (s): 0.37 | learning rate: 1.264E-04 | global batch size: 256 | lm loss: 3.177870E+00 | grad norm: 0.296 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.238 | TFLOPs: 32.36 | 7: iteration 27000/ 60336 | consumed samples: 6912000 | consumed tokens: 14155776000 | elapsed time per iteration (s): 0.37 | learning rate: 1.263E-04 | global batch size: 256 | lm loss: 3.170326E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.481 | TFLOPs: 32.37 | 7: ------------------------------------------------------------------------------------------------ 7: validation loss at iteration 27000 | lm loss value: 3.772158E+00 | lm loss PPL: 4.347378E+01 | 7: ------------------------------------------------------------------------------------------------ 0: saving checkpoint at iteration 27000 to checkpoints_146m32b100m 0: [2023-03-16 12:49:42,284] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step27000 is begin to save! 0: [2023-03-16 12:49:42,287] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100m/global_step27000/layer_01-model_00-model_states.pt... 0: [2023-03-16 12:49:42,372] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved 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checkpoints_146m32b100m/global_step27000/bf16_zero_pp_rank_51_mp_rank_00_optim_states.pt 6: [2023-03-16 12:49:42,664] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step27000 is ready now! 7: [2023-03-16 12:49:42,666] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step27000/bf16_zero_pp_rank_62_mp_rank_00_optim_states.pt. 7: [2023-03-16 12:49:42,666] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step27000/bf16_zero_pp_rank_62_mp_rank_00_optim_states.pt 7: [2023-03-16 12:49:42,666] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step27000 is ready now! 6: [2023-03-16 12:49:42,667] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step27000/bf16_zero_pp_rank_52_mp_rank_00_optim_states.pt. 5: [2023-03-16 12:49:42,670] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step27000/bf16_zero_pp_rank_44_mp_rank_00_optim_states.pt. 5: [2023-03-16 12:49:42,670] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step27000/bf16_zero_pp_rank_44_mp_rank_00_optim_states.pt 5: [2023-03-16 12:49:42,670] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step27000 is ready now! 5: [2023-03-16 12:49:42,670] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step27000/bf16_zero_pp_rank_43_mp_rank_00_optim_states.pt. 5: [2023-03-16 12:49:42,670] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step27000/bf16_zero_pp_rank_43_mp_rank_00_optim_states.pt 5: [2023-03-16 12:49:42,670] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step27000 is ready now! 1: [2023-03-16 12:49:42,673] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step27000/bf16_zero_pp_rank_10_mp_rank_00_optim_states.pt. 1: [2023-03-16 12:49:42,674] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step27000/bf16_zero_pp_rank_10_mp_rank_00_optim_states.pt 1: [2023-03-16 12:49:42,674] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step27000 is ready now! 4: [2023-03-16 12:49:42,676] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step27000/bf16_zero_pp_rank_35_mp_rank_00_optim_states.pt. 4: [2023-03-16 12:49:42,676] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step27000/bf16_zero_pp_rank_35_mp_rank_00_optim_states.pt 4: [2023-03-16 12:49:42,676] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step27000 is ready now! 6: [2023-03-16 12:49:42,667] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step27000/bf16_zero_pp_rank_52_mp_rank_00_optim_states.pt 6: [2023-03-16 12:49:42,667] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step27000 is ready now! 0: [2023-03-16 12:49:42,682] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step27000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt 0: [2023-03-16 12:49:42,682] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step27000 is ready now! 0: successfully saved checkpoint at iteration 27000 to checkpoints_146m32b100m 7: time (ms) | save-checkpoint: 400.87 7: iteration 27010/ 60336 | consumed samples: 6914560 | consumed tokens: 14161018880 | elapsed time per iteration (s): 0.42 | learning rate: 1.263E-04 | global batch size: 256 | lm loss: 3.178381E+00 | grad norm: 0.271 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 611.192 | TFLOPs: 28.53 | 7: iteration 27020/ 60336 | consumed samples: 6917120 | consumed tokens: 14166261760 | elapsed time per iteration (s): 0.37 | learning rate: 1.262E-04 | global batch size: 256 | lm loss: 3.155479E+00 | grad norm: 0.293 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.780 | TFLOPs: 32.38 | 7: iteration 27030/ 60336 | consumed samples: 6919680 | consumed tokens: 14171504640 | elapsed time per iteration (s): 0.37 | learning rate: 1.262E-04 | global batch size: 256 | lm loss: 3.165245E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.551 | TFLOPs: 32.37 | 7: iteration 27040/ 60336 | consumed samples: 6922240 | consumed tokens: 14176747520 | elapsed time per iteration (s): 0.37 | learning rate: 1.261E-04 | global batch size: 256 | lm loss: 3.157907E+00 | grad norm: 0.268 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.864 | TFLOPs: 32.39 | 7: iteration 27050/ 60336 | consumed samples: 6924800 | consumed tokens: 14181990400 | elapsed time per iteration (s): 0.37 | learning rate: 1.261E-04 | global batch size: 256 | lm loss: 3.156330E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.650 | TFLOPs: 32.38 | 7: iteration 27060/ 60336 | consumed samples: 6927360 | consumed tokens: 14187233280 | elapsed time per iteration (s): 0.37 | learning rate: 1.261E-04 | global batch size: 256 | lm loss: 3.168591E+00 | grad norm: 0.276 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.732 | TFLOPs: 32.38 | 7: iteration 27070/ 60336 | consumed samples: 6929920 | consumed tokens: 14192476160 | elapsed time per iteration (s): 0.37 | learning rate: 1.260E-04 | global batch size: 256 | lm loss: 3.168684E+00 | grad norm: 0.294 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.006 | TFLOPs: 32.39 | 7: iteration 27080/ 60336 | consumed samples: 6932480 | consumed tokens: 14197719040 | elapsed time per iteration (s): 0.37 | learning rate: 1.260E-04 | global batch size: 256 | lm loss: 3.175739E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.663 | TFLOPs: 32.38 | 7: iteration 27090/ 60336 | consumed samples: 6935040 | consumed tokens: 14202961920 | elapsed time per iteration (s): 0.37 | learning rate: 1.259E-04 | global batch size: 256 | lm loss: 3.161304E+00 | grad norm: 0.297 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.428 | TFLOPs: 32.37 | 7: iteration 27100/ 60336 | consumed samples: 6937600 | consumed tokens: 14208204800 | elapsed time per iteration (s): 0.37 | learning rate: 1.259E-04 | global batch size: 256 | lm loss: 3.163581E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.573 | TFLOPs: 32.37 | 7: iteration 27110/ 60336 | consumed samples: 6940160 | consumed tokens: 14213447680 | elapsed time per iteration (s): 0.37 | learning rate: 1.258E-04 | global batch size: 256 | lm loss: 3.171787E+00 | grad norm: 0.299 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.593 | TFLOPs: 32.37 | 7: iteration 27120/ 60336 | consumed samples: 6942720 | consumed tokens: 14218690560 | elapsed time per iteration (s): 0.37 | learning rate: 1.258E-04 | global batch size: 256 | lm loss: 3.184277E+00 | grad norm: 0.283 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.129 | TFLOPs: 32.40 | 7: iteration 27130/ 60336 | consumed samples: 6945280 | consumed tokens: 14223933440 | elapsed time per iteration (s): 0.37 | learning rate: 1.257E-04 | global batch size: 256 | lm loss: 3.184114E+00 | grad norm: 0.285 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.250 | TFLOPs: 32.41 | 7: iteration 27140/ 60336 | consumed samples: 6947840 | consumed tokens: 14229176320 | elapsed time per iteration (s): 0.37 | learning rate: 1.257E-04 | global batch size: 256 | lm loss: 3.172707E+00 | grad norm: 0.270 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.689 | TFLOPs: 32.38 | 7: iteration 27150/ 60336 | consumed samples: 6950400 | consumed tokens: 14234419200 | elapsed time per iteration (s): 0.37 | learning rate: 1.256E-04 | global batch size: 256 | lm loss: 3.172627E+00 | grad norm: 0.283 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.965 | TFLOPs: 32.39 | 7: iteration 27160/ 60336 | consumed samples: 6952960 | consumed tokens: 14239662080 | elapsed time per iteration (s): 0.37 | learning rate: 1.256E-04 | global batch size: 256 | lm loss: 3.177522E+00 | grad norm: 0.286 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.891 | TFLOPs: 32.39 | 7: iteration 27170/ 60336 | consumed samples: 6955520 | consumed tokens: 14244904960 | elapsed time per iteration (s): 0.37 | learning rate: 1.255E-04 | global batch size: 256 | lm loss: 3.170670E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.131 | TFLOPs: 32.40 | 7: iteration 27180/ 60336 | consumed samples: 6958080 | consumed tokens: 14250147840 | elapsed time per iteration (s): 0.37 | learning rate: 1.255E-04 | global batch size: 256 | lm loss: 3.158953E+00 | grad norm: 0.297 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.552 | TFLOPs: 32.37 | 7: iteration 27190/ 60336 | consumed samples: 6960640 | consumed tokens: 14255390720 | elapsed time per iteration (s): 0.37 | learning rate: 1.254E-04 | global batch size: 256 | lm loss: 3.177478E+00 | grad norm: 0.296 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.307 | TFLOPs: 32.36 | 7: iteration 27200/ 60336 | consumed samples: 6963200 | consumed tokens: 14260633600 | elapsed time per iteration (s): 0.38 | learning rate: 1.254E-04 | global batch size: 256 | lm loss: 3.167952E+00 | grad norm: 0.274 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 679.312 | TFLOPs: 31.71 | 7: iteration 27210/ 60336 | consumed samples: 6965760 | consumed tokens: 14265876480 | elapsed time per iteration (s): 0.37 | learning rate: 1.254E-04 | global batch size: 256 | lm loss: 3.172083E+00 | grad norm: 0.286 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.651 | TFLOPs: 32.42 | 7: iteration 27220/ 60336 | consumed samples: 6968320 | consumed tokens: 14271119360 | elapsed time per iteration (s): 0.37 | learning rate: 1.253E-04 | global batch size: 256 | lm loss: 3.183215E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.294 | TFLOPs: 32.41 | 7: iteration 27230/ 60336 | consumed samples: 6970880 | consumed tokens: 14276362240 | elapsed time per iteration (s): 0.37 | learning rate: 1.253E-04 | global batch size: 256 | lm loss: 3.171243E+00 | grad norm: 0.288 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.589 | TFLOPs: 32.42 | 7: iteration 27240/ 60336 | consumed samples: 6973440 | consumed tokens: 14281605120 | elapsed time per iteration (s): 0.37 | learning rate: 1.252E-04 | global batch size: 256 | lm loss: 3.159558E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.215 | TFLOPs: 32.40 | 7: iteration 27250/ 60336 | consumed samples: 6976000 | consumed tokens: 14286848000 | elapsed time per iteration (s): 0.37 | learning rate: 1.252E-04 | global batch size: 256 | lm loss: 3.166465E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.468 | TFLOPs: 32.42 | 7: iteration 27260/ 60336 | consumed samples: 6978560 | consumed tokens: 14292090880 | elapsed time per iteration (s): 0.37 | learning rate: 1.251E-04 | global batch size: 256 | lm loss: 3.158113E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.535 | TFLOPs: 32.42 | 7: iteration 27270/ 60336 | consumed samples: 6981120 | consumed tokens: 14297333760 | elapsed time per iteration (s): 0.37 | learning rate: 1.251E-04 | global batch size: 256 | lm loss: 3.173773E+00 | grad norm: 0.256 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.292 | TFLOPs: 32.41 | 7: iteration 27280/ 60336 | consumed samples: 6983680 | consumed tokens: 14302576640 | elapsed time per iteration (s): 0.37 | learning rate: 1.250E-04 | global batch size: 256 | lm loss: 3.158200E+00 | grad norm: 0.273 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.554 | TFLOPs: 32.42 | 7: iteration 27290/ 60336 | consumed samples: 6986240 | consumed tokens: 14307819520 | elapsed time per iteration (s): 0.37 | learning rate: 1.250E-04 | global batch size: 256 | lm loss: 3.161240E+00 | grad norm: 0.290 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.660 | TFLOPs: 32.42 | 7: iteration 27300/ 60336 | consumed samples: 6988800 | consumed tokens: 14313062400 | elapsed time per iteration (s): 0.37 | learning rate: 1.249E-04 | global batch size: 256 | lm loss: 3.160439E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.255 | TFLOPs: 32.41 | 7: iteration 27310/ 60336 | consumed samples: 6991360 | consumed tokens: 14318305280 | elapsed time per iteration (s): 0.37 | learning rate: 1.249E-04 | global batch size: 256 | lm loss: 3.171887E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.101 | TFLOPs: 32.35 | 7: iteration 27320/ 60336 | consumed samples: 6993920 | consumed tokens: 14323548160 | elapsed time per iteration (s): 0.37 | learning rate: 1.248E-04 | global batch size: 256 | lm loss: 3.165924E+00 | grad norm: 0.268 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.033 | TFLOPs: 32.35 | 7: iteration 27330/ 60336 | consumed samples: 6996480 | consumed tokens: 14328791040 | elapsed time per iteration (s): 0.37 | learning rate: 1.248E-04 | global batch size: 256 | lm loss: 3.180984E+00 | grad norm: 0.276 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.363 | TFLOPs: 32.36 | 7: iteration 27340/ 60336 | consumed samples: 6999040 | consumed tokens: 14334033920 | elapsed time per iteration (s): 0.37 | learning rate: 1.247E-04 | global batch size: 256 | lm loss: 3.170724E+00 | grad norm: 0.286 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.027 | TFLOPs: 32.35 | 7: iteration 27350/ 60336 | consumed samples: 7001600 | consumed tokens: 14339276800 | elapsed time per iteration (s): 0.37 | learning rate: 1.247E-04 | global batch size: 256 | lm loss: 3.166395E+00 | grad norm: 0.284 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.304 | TFLOPs: 32.41 | 7: iteration 27360/ 60336 | consumed samples: 7004160 | consumed tokens: 14344519680 | elapsed time per iteration (s): 0.37 | learning rate: 1.247E-04 | global batch size: 256 | lm loss: 3.173063E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.834 | TFLOPs: 32.39 | 7: iteration 27370/ 60336 | consumed samples: 7006720 | consumed tokens: 14349762560 | elapsed time per iteration (s): 0.37 | learning rate: 1.246E-04 | global batch size: 256 | lm loss: 3.175129E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.045 | TFLOPs: 32.35 | 7: iteration 27380/ 60336 | consumed samples: 7009280 | consumed tokens: 14355005440 | elapsed time per iteration (s): 0.37 | learning rate: 1.246E-04 | global batch size: 256 | lm loss: 3.173610E+00 | grad norm: 0.247 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.087 | TFLOPs: 32.30 | 7: iteration 27390/ 60336 | consumed samples: 7011840 | consumed tokens: 14360248320 | elapsed time per iteration (s): 0.37 | learning rate: 1.245E-04 | global batch size: 256 | lm loss: 3.168744E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.225 | TFLOPs: 32.36 | 7: iteration 27400/ 60336 | consumed samples: 7014400 | consumed tokens: 14365491200 | elapsed time per iteration (s): 0.37 | learning rate: 1.245E-04 | global batch size: 256 | lm loss: 3.168162E+00 | grad norm: 0.250 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.870 | TFLOPs: 32.39 | 7: iteration 27410/ 60336 | consumed samples: 7016960 | consumed tokens: 14370734080 | elapsed time per iteration (s): 0.37 | learning rate: 1.244E-04 | global batch size: 256 | lm loss: 3.163834E+00 | grad norm: 0.276 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.498 | TFLOPs: 32.37 | 7: iteration 27420/ 60336 | consumed samples: 7019520 | consumed tokens: 14375976960 | elapsed time per iteration (s): 0.37 | learning rate: 1.244E-04 | global batch size: 256 | lm loss: 3.173597E+00 | grad norm: 0.292 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.573 | TFLOPs: 32.37 | 7: iteration 27430/ 60336 | consumed samples: 7022080 | consumed tokens: 14381219840 | elapsed time per iteration (s): 0.37 | learning rate: 1.243E-04 | global batch size: 256 | lm loss: 3.184260E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.510 | TFLOPs: 32.37 | 7: iteration 27440/ 60336 | consumed samples: 7024640 | consumed tokens: 14386462720 | elapsed time per iteration (s): 0.37 | learning rate: 1.243E-04 | global batch size: 256 | lm loss: 3.170995E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.131 | TFLOPs: 32.40 | 7: iteration 27450/ 60336 | consumed samples: 7027200 | consumed tokens: 14391705600 | elapsed time per iteration (s): 0.37 | learning rate: 1.242E-04 | global batch size: 256 | lm loss: 3.175045E+00 | grad norm: 0.271 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.128 | TFLOPs: 32.40 | 7: iteration 27460/ 60336 | consumed samples: 7029760 | consumed tokens: 14396948480 | elapsed time per iteration (s): 0.37 | learning rate: 1.242E-04 | global batch size: 256 | lm loss: 3.172044E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.437 | TFLOPs: 32.37 | 7: iteration 27470/ 60336 | consumed samples: 7032320 | consumed tokens: 14402191360 | elapsed time per iteration (s): 0.37 | learning rate: 1.241E-04 | global batch size: 256 | lm loss: 3.183358E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.170 | TFLOPs: 32.40 | 7: iteration 27480/ 60336 | consumed samples: 7034880 | consumed tokens: 14407434240 | elapsed time per iteration (s): 0.37 | learning rate: 1.241E-04 | global batch size: 256 | lm loss: 3.174162E+00 | grad norm: 0.286 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.525 | TFLOPs: 32.42 | 7: iteration 27490/ 60336 | consumed samples: 7037440 | consumed tokens: 14412677120 | elapsed time per iteration (s): 0.37 | learning rate: 1.240E-04 | global batch size: 256 | lm loss: 3.168635E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.787 | TFLOPs: 32.38 | 7: iteration 27500/ 60336 | consumed samples: 7040000 | consumed tokens: 14417920000 | elapsed time per iteration (s): 0.37 | learning rate: 1.240E-04 | global batch size: 256 | lm loss: 3.170804E+00 | grad norm: 0.289 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.378 | TFLOPs: 32.36 | 7: iteration 27510/ 60336 | consumed samples: 7042560 | consumed tokens: 14423162880 | elapsed time per iteration (s): 0.37 | learning rate: 1.240E-04 | global batch size: 256 | lm loss: 3.162108E+00 | grad norm: 0.313 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.391 | TFLOPs: 32.36 | 7: iteration 27520/ 60336 | consumed samples: 7045120 | consumed tokens: 14428405760 | elapsed time per iteration (s): 0.37 | learning rate: 1.239E-04 | global batch size: 256 | lm loss: 3.166254E+00 | grad norm: 0.263 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.894 | TFLOPs: 32.34 | 7: iteration 27530/ 60336 | consumed samples: 7047680 | consumed tokens: 14433648640 | elapsed time per iteration (s): 0.37 | learning rate: 1.239E-04 | global batch size: 256 | lm loss: 3.172770E+00 | grad norm: 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size: 256 | lm loss: 3.162825E+00 | grad norm: 0.284 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.709 | TFLOPs: 32.38 | 7: iteration 27570/ 60336 | consumed samples: 7057920 | consumed tokens: 14454620160 | elapsed time per iteration (s): 0.37 | learning rate: 1.237E-04 | global batch size: 256 | lm loss: 3.168427E+00 | grad norm: 0.285 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.039 | TFLOPs: 32.40 | 7: iteration 27580/ 60336 | consumed samples: 7060480 | consumed tokens: 14459863040 | elapsed time per iteration (s): 0.37 | learning rate: 1.236E-04 | global batch size: 256 | lm loss: 3.179433E+00 | grad norm: 0.287 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.827 | TFLOPs: 32.39 | 7: iteration 27590/ 60336 | consumed samples: 7063040 | consumed tokens: 14465105920 | elapsed time per iteration (s): 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samples per second: 688.788 | TFLOPs: 32.15 | 7: iteration 27910/ 60336 | consumed samples: 7144960 | consumed tokens: 14632878080 | elapsed time per iteration (s): 0.37 | learning rate: 1.221E-04 | global batch size: 256 | lm loss: 3.160807E+00 | grad norm: 0.301 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.252 | TFLOPs: 32.36 | 7: iteration 27920/ 60336 | consumed samples: 7147520 | consumed tokens: 14638120960 | elapsed time per iteration (s): 0.37 | learning rate: 1.220E-04 | global batch size: 256 | lm loss: 3.176066E+00 | grad norm: 0.288 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.309 | TFLOPs: 32.36 | 7: iteration 27930/ 60336 | consumed samples: 7150080 | consumed tokens: 14643363840 | elapsed time per iteration (s): 0.37 | learning rate: 1.220E-04 | global batch size: 256 | lm loss: 3.151708E+00 | grad norm: 0.296 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.058 | TFLOPs: 32.35 | 7: iteration 27940/ 60336 | consumed samples: 7152640 | consumed tokens: 14648606720 | elapsed time per iteration (s): 0.37 | learning rate: 1.219E-04 | global batch size: 256 | lm loss: 3.175713E+00 | grad norm: 0.286 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.424 | TFLOPs: 32.37 | 7: iteration 27950/ 60336 | consumed samples: 7155200 | consumed tokens: 14653849600 | elapsed time per iteration (s): 0.37 | learning rate: 1.219E-04 | global batch size: 256 | lm loss: 3.154765E+00 | grad norm: 0.282 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.974 | TFLOPs: 32.35 | 7: iteration 27960/ 60336 | consumed samples: 7157760 | consumed tokens: 14659092480 | elapsed time per iteration (s): 0.37 | learning rate: 1.218E-04 | global batch size: 256 | lm loss: 3.169804E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.885 | TFLOPs: 32.39 | 7: iteration 27970/ 60336 | consumed samples: 7160320 | consumed tokens: 14664335360 | elapsed time per iteration (s): 0.37 | learning rate: 1.218E-04 | global batch size: 256 | lm loss: 3.172552E+00 | grad norm: 0.279 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.779 | TFLOPs: 32.38 | 7: iteration 27980/ 60336 | consumed samples: 7162880 | consumed tokens: 14669578240 | elapsed time per iteration (s): 0.37 | learning rate: 1.218E-04 | global batch size: 256 | lm loss: 3.165024E+00 | grad norm: 0.282 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.294 | TFLOPs: 32.36 | 7: iteration 27990/ 60336 | consumed samples: 7165440 | consumed tokens: 14674821120 | elapsed time per iteration (s): 0.37 | learning rate: 1.217E-04 | global batch size: 256 | lm loss: 3.155778E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.510 | TFLOPs: 32.37 | 0: [2023-03-16 12:55:51,953] [INFO] [logging.py:68:log_dist] [Rank 0] step=28000, skipped=0, lr=[0.00012165749805640123, 0.00012165749805640123, 0.00012165749805640123], mom=[(0.9, 0.999), (0.9, 0.999), (0.9, 0.999)] 7: iteration 28000/ 60336 | consumed samples: 7168000 | consumed tokens: 14680064000 | elapsed time per iteration (s): 0.37 | learning rate: 1.217E-04 | global batch size: 256 | lm loss: 3.167435E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.507 | TFLOPs: 32.37 | 0: steps: 28000 loss: 3.1327 iter time (s): 0.367 samples/sec: 697.377 7: ------------------------------------------------------------------------------------------------ 7: validation loss at iteration 28000 | lm loss value: 3.776794E+00 | lm loss PPL: 4.367578E+01 | 7: ------------------------------------------------------------------------------------------------ 0: saving checkpoint at iteration 28000 to checkpoints_146m32b100m 0: [2023-03-16 12:55:52,076] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step28000 is begin to save! 0: [2023-03-16 12:55:52,080] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100m/global_step28000/layer_01-model_00-model_states.pt... 0: [2023-03-16 12:55:52,166] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step28000/layer_01-model_00-model_states.pt. 0: [2023-03-16 12:55:52,166] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100m/global_step28000/layer_03-model_00-model_states.pt... 0: [2023-03-16 12:55:52,182] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step28000/layer_03-model_00-model_states.pt. 0: [2023-03-16 12:55:52,183] [INFO] 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[engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step28000/bf16_zero_pp_rank_6_mp_rank_00_optim_states.pt 0: [2023-03-16 12:55:52,454] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step28000 is ready now! 4: [2023-03-16 12:55:52,454] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step28000/bf16_zero_pp_rank_33_mp_rank_00_optim_states.pt. 4: [2023-03-16 12:55:52,454] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step28000/bf16_zero_pp_rank_33_mp_rank_00_optim_states.pt 4: [2023-03-16 12:55:52,454] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step28000 is ready now! 7: [2023-03-16 12:55:52,454] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step28000/bf16_zero_pp_rank_60_mp_rank_00_optim_states.pt. 7: [2023-03-16 12:55:52,454] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step28000/bf16_zero_pp_rank_60_mp_rank_00_optim_states.pt 7: [2023-03-16 12:55:52,454] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step28000 is ready now! 4: [2023-03-16 12:55:52,454] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step28000/bf16_zero_pp_rank_36_mp_rank_00_optim_states.pt. 4: [2023-03-16 12:55:52,455] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step28000/bf16_zero_pp_rank_36_mp_rank_00_optim_states.pt 4: [2023-03-16 12:55:52,455] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step28000 is ready now! 2: [2023-03-16 12:55:52,455] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step28000/bf16_zero_pp_rank_22_mp_rank_00_optim_states.pt. 2: [2023-03-16 12:55:52,455] [INFO] 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checkpoints_146m32b100m/global_step28000/bf16_zero_pp_rank_42_mp_rank_00_optim_states.pt. 1: [2023-03-16 12:55:52,457] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step28000/bf16_zero_pp_rank_12_mp_rank_00_optim_states.pt 5: [2023-03-16 12:55:52,456] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step28000/bf16_zero_pp_rank_44_mp_rank_00_optim_states.pt 1: [2023-03-16 12:55:52,457] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step28000 is ready now! 5: [2023-03-16 12:55:52,456] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step28000/bf16_zero_pp_rank_42_mp_rank_00_optim_states.pt 1: [2023-03-16 12:55:52,459] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step28000/bf16_zero_pp_rank_10_mp_rank_00_optim_states.pt. 5: [2023-03-16 12:55:52,456] [INFO] 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[2023-03-16 12:55:52,471] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step28000/bf16_zero_pp_rank_15_mp_rank_00_optim_states.pt. 1: [2023-03-16 12:55:52,471] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step28000/bf16_zero_pp_rank_14_mp_rank_00_optim_states.pt. 1: [2023-03-16 12:55:52,471] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step28000/bf16_zero_pp_rank_15_mp_rank_00_optim_states.pt 1: [2023-03-16 12:55:52,471] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step28000/bf16_zero_pp_rank_14_mp_rank_00_optim_states.pt 1: [2023-03-16 12:55:52,471] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step28000 is ready now! 1: [2023-03-16 12:55:52,471] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step28000 is ready now! 0: [2023-03-16 12:55:52,482] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step28000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt 0: [2023-03-16 12:55:52,482] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step28000 is ready now! 0: successfully saved checkpoint at iteration 28000 to checkpoints_146m32b100m 7: time (ms) | save-checkpoint: 409.70 7: iteration 28010/ 60336 | consumed samples: 7170560 | consumed tokens: 14685306880 | elapsed time per iteration (s): 0.42 | learning rate: 1.216E-04 | global batch size: 256 | lm loss: 3.158768E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 607.340 | TFLOPs: 28.35 | 7: iteration 28020/ 60336 | consumed samples: 7173120 | consumed tokens: 14690549760 | elapsed time per iteration (s): 0.37 | learning rate: 1.216E-04 | global batch size: 256 | lm loss: 3.171183E+00 | grad norm: 0.271 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.120 | TFLOPs: 32.35 | 7: iteration 28030/ 60336 | consumed samples: 7175680 | consumed tokens: 14695792640 | elapsed time per iteration (s): 0.37 | learning rate: 1.215E-04 | global batch size: 256 | lm loss: 3.159219E+00 | grad norm: 0.279 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.234 | TFLOPs: 32.36 | 7: iteration 28040/ 60336 | consumed samples: 7178240 | consumed tokens: 14701035520 | elapsed time per iteration (s): 0.37 | learning rate: 1.215E-04 | global batch size: 256 | lm loss: 3.173834E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.120 | TFLOPs: 32.12 | 7: iteration 28050/ 60336 | consumed samples: 7180800 | consumed tokens: 14706278400 | elapsed time per iteration (s): 0.37 | learning rate: 1.214E-04 | global batch size: 256 | lm loss: 3.160164E+00 | grad norm: 0.284 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.466 | TFLOPs: 32.37 | 7: iteration 28060/ 60336 | consumed samples: 7183360 | consumed tokens: 14711521280 | elapsed time per iteration (s): 0.37 | learning rate: 1.214E-04 | global batch size: 256 | lm loss: 3.164760E+00 | grad norm: 0.331 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.807 | TFLOPs: 32.38 | 7: iteration 28070/ 60336 | consumed samples: 7185920 | consumed tokens: 14716764160 | elapsed time per iteration (s): 0.37 | learning rate: 1.213E-04 | global batch size: 256 | lm loss: 3.176814E+00 | grad norm: 0.283 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.355 | TFLOPs: 32.36 | 7: iteration 28080/ 60336 | consumed samples: 7188480 | consumed tokens: 14722007040 | elapsed time per iteration (s): 0.37 | learning rate: 1.213E-04 | global batch size: 256 | lm loss: 3.160414E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.389 | TFLOPs: 32.36 | 7: iteration 28090/ 60336 | consumed samples: 7191040 | consumed tokens: 14727249920 | elapsed time per iteration (s): 0.37 | learning rate: 1.212E-04 | global batch size: 256 | lm loss: 3.162964E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.700 | TFLOPs: 32.24 | 7: iteration 28100/ 60336 | consumed samples: 7193600 | consumed tokens: 14732492800 | elapsed time per iteration (s): 0.37 | learning rate: 1.212E-04 | global batch size: 256 | lm loss: 3.176206E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.413 | TFLOPs: 32.37 | 7: iteration 28110/ 60336 | consumed samples: 7196160 | consumed tokens: 14737735680 | elapsed time per iteration (s): 0.37 | learning rate: 1.211E-04 | global batch size: 256 | lm loss: 3.157571E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.892 | TFLOPs: 32.39 | 7: iteration 28120/ 60336 | consumed samples: 7198720 | consumed tokens: 14742978560 | elapsed time per iteration (s): 0.37 | learning rate: 1.211E-04 | global batch size: 256 | lm loss: 3.165880E+00 | grad norm: 0.267 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.167 | TFLOPs: 32.40 | 7: iteration 28130/ 60336 | consumed samples: 7201280 | consumed tokens: 14748221440 | elapsed time per iteration (s): 0.37 | learning rate: 1.210E-04 | global batch size: 256 | lm loss: 3.171347E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.960 | TFLOPs: 32.39 | 7: iteration 28140/ 60336 | consumed samples: 7203840 | consumed tokens: 14753464320 | elapsed time per iteration (s): 0.37 | learning rate: 1.210E-04 | global batch size: 256 | lm loss: 3.155652E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.364 | TFLOPs: 32.36 | 7: iteration 28150/ 60336 | consumed samples: 7206400 | consumed tokens: 14758707200 | elapsed time per iteration (s): 0.37 | learning rate: 1.210E-04 | global batch size: 256 | lm loss: 3.178404E+00 | grad norm: 0.300 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.773 | TFLOPs: 32.38 | 7: iteration 28160/ 60336 | consumed samples: 7208960 | consumed tokens: 14763950080 | elapsed time per iteration (s): 0.37 | learning rate: 1.209E-04 | global batch size: 256 | lm loss: 3.165617E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.988 | TFLOPs: 32.39 | 7: iteration 28170/ 60336 | consumed samples: 7211520 | consumed tokens: 14769192960 | elapsed time per iteration (s): 0.37 | learning rate: 1.209E-04 | global batch size: 256 | lm loss: 3.159107E+00 | grad norm: 0.282 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.999 | TFLOPs: 32.39 | 7: iteration 28180/ 60336 | consumed samples: 7214080 | consumed tokens: 14774435840 | elapsed time per iteration (s): 0.37 | learning rate: 1.208E-04 | global batch size: 256 | lm loss: 3.161227E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.713 | TFLOPs: 32.38 | 7: iteration 28190/ 60336 | consumed samples: 7216640 | consumed tokens: 14779678720 | elapsed time per iteration (s): 0.37 | learning rate: 1.208E-04 | global batch size: 256 | lm loss: 3.157114E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.626 | TFLOPs: 32.38 | 7: iteration 28200/ 60336 | consumed samples: 7219200 | consumed tokens: 14784921600 | elapsed time per iteration (s): 0.37 | learning rate: 1.207E-04 | global batch size: 256 | lm loss: 3.174834E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.018 | TFLOPs: 32.39 | 7: iteration 28210/ 60336 | consumed samples: 7221760 | consumed tokens: 14790164480 | elapsed time per iteration (s): 0.37 | learning rate: 1.207E-04 | global batch size: 256 | lm loss: 3.158875E+00 | grad norm: 0.290 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.827 | TFLOPs: 32.39 | 7: iteration 28220/ 60336 | consumed samples: 7224320 | consumed tokens: 14795407360 | elapsed time per iteration (s): 0.37 | learning rate: 1.206E-04 | global batch size: 256 | lm loss: 3.173708E+00 | grad norm: 0.287 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.067 | TFLOPs: 32.40 | 7: iteration 28230/ 60336 | consumed samples: 7226880 | consumed tokens: 14800650240 | elapsed time per iteration (s): 0.37 | learning rate: 1.206E-04 | global batch size: 256 | lm loss: 3.162355E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.217 | TFLOPs: 32.36 | 7: iteration 28240/ 60336 | consumed samples: 7229440 | consumed tokens: 14805893120 | elapsed time per iteration (s): 0.37 | learning rate: 1.205E-04 | global batch size: 256 | lm loss: 3.146466E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.974 | TFLOPs: 32.35 | 7: iteration 28250/ 60336 | consumed samples: 7232000 | consumed tokens: 14811136000 | elapsed time per iteration (s): 0.37 | learning rate: 1.205E-04 | global batch size: 256 | lm loss: 3.177951E+00 | grad norm: 0.263 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.270 | TFLOPs: 32.36 | 7: iteration 28260/ 60336 | consumed samples: 7234560 | consumed tokens: 14816378880 | elapsed time per iteration (s): 0.37 | learning rate: 1.204E-04 | global batch size: 256 | lm loss: 3.155165E+00 | grad norm: 0.271 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.330 | TFLOPs: 32.36 | 7: iteration 28270/ 60336 | consumed samples: 7237120 | consumed tokens: 14821621760 | elapsed time per iteration (s): 0.37 | learning rate: 1.204E-04 | global batch size: 256 | lm loss: 3.151803E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.907 | TFLOPs: 32.34 | 7: iteration 28280/ 60336 | consumed samples: 7239680 | consumed tokens: 14826864640 | elapsed time per iteration (s): 0.37 | learning rate: 1.203E-04 | global batch size: 256 | lm loss: 3.156144E+00 | grad norm: 0.255 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.781 | TFLOPs: 32.38 | 7: iteration 28290/ 60336 | consumed samples: 7242240 | consumed tokens: 14832107520 | elapsed time per iteration (s): 0.37 | learning rate: 1.203E-04 | global batch size: 256 | lm loss: 3.167785E+00 | grad norm: 0.268 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.982 | TFLOPs: 32.39 | 7: iteration 28300/ 60336 | consumed samples: 7244800 | consumed tokens: 14837350400 | elapsed time per iteration (s): 0.37 | learning rate: 1.202E-04 | global batch size: 256 | lm loss: 3.168983E+00 | grad norm: 0.279 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.347 | TFLOPs: 32.36 | 7: iteration 28310/ 60336 | consumed samples: 7247360 | consumed tokens: 14842593280 | elapsed time per iteration (s): 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TFLOPs: 32.36 | 7: iteration 28400/ 60336 | consumed samples: 7270400 | consumed tokens: 14889779200 | elapsed time per iteration (s): 0.37 | learning rate: 1.198E-04 | global batch size: 256 | lm loss: 3.154464E+00 | grad norm: 0.268 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.397 | TFLOPs: 32.37 | 7: iteration 28410/ 60336 | consumed samples: 7272960 | consumed tokens: 14895022080 | elapsed time per iteration (s): 0.37 | learning rate: 1.197E-04 | global batch size: 256 | lm loss: 3.153473E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.222 | TFLOPs: 32.36 | 7: iteration 28420/ 60336 | consumed samples: 7275520 | consumed tokens: 14900264960 | elapsed time per iteration (s): 0.37 | learning rate: 1.197E-04 | global batch size: 256 | lm loss: 3.147784E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.991 | TFLOPs: 32.35 | 7: iteration 28430/ 60336 | consumed samples: 7278080 | consumed tokens: 14905507840 | elapsed time per iteration (s): 0.37 | learning rate: 1.196E-04 | global batch size: 256 | lm loss: 3.158918E+00 | grad norm: 0.290 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.510 | TFLOPs: 32.32 | 7: iteration 28440/ 60336 | consumed samples: 7280640 | consumed tokens: 14910750720 | elapsed time per iteration (s): 0.37 | learning rate: 1.196E-04 | global batch size: 256 | lm loss: 3.162738E+00 | grad norm: 0.294 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 684.124 | TFLOPs: 31.93 | 7: iteration 28450/ 60336 | consumed samples: 7283200 | consumed tokens: 14915993600 | elapsed time per iteration (s): 0.37 | learning rate: 1.195E-04 | global batch size: 256 | lm loss: 3.153663E+00 | grad norm: 0.279 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.070 | TFLOPs: 32.35 | 7: iteration 28460/ 60336 | consumed samples: 7285760 | consumed tokens: 14921236480 | elapsed time per iteration (s): 0.37 | learning rate: 1.195E-04 | global batch size: 256 | lm loss: 3.163275E+00 | grad norm: 0.263 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.780 | TFLOPs: 32.34 | 7: iteration 28470/ 60336 | consumed samples: 7288320 | consumed tokens: 14926479360 | elapsed time per iteration (s): 0.37 | learning rate: 1.194E-04 | global batch size: 256 | lm loss: 3.158661E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.978 | TFLOPs: 32.35 | 7: iteration 28480/ 60336 | consumed samples: 7290880 | consumed tokens: 14931722240 | elapsed time per iteration (s): 0.37 | learning rate: 1.194E-04 | global batch size: 256 | lm loss: 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iteration 28600/ 60336 | consumed samples: 7321600 | consumed tokens: 14994636800 | elapsed time per iteration (s): 0.37 | learning rate: 1.188E-04 | global batch size: 256 | lm loss: 3.160374E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.601 | TFLOPs: 32.33 | 7: iteration 28610/ 60336 | consumed samples: 7324160 | consumed tokens: 14999879680 | elapsed time per iteration (s): 0.37 | learning rate: 1.188E-04 | global batch size: 256 | lm loss: 3.166810E+00 | grad norm: 0.267 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.860 | TFLOPs: 32.34 | 7: iteration 28620/ 60336 | consumed samples: 7326720 | consumed tokens: 15005122560 | elapsed time per iteration (s): 0.37 | learning rate: 1.187E-04 | global batch size: 256 | lm loss: 3.168106E+00 | grad norm: 0.323 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.601 | TFLOPs: 32.33 | 7: iteration 28630/ 60336 | consumed samples: 7329280 | consumed tokens: 15010365440 | elapsed time per iteration (s): 0.37 | learning rate: 1.187E-04 | global batch size: 256 | lm loss: 3.162852E+00 | grad norm: 0.274 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.340 | TFLOPs: 32.13 | 7: iteration 28640/ 60336 | consumed samples: 7331840 | consumed tokens: 15015608320 | elapsed time per iteration (s): 0.38 | learning rate: 1.186E-04 | global batch size: 256 | lm loss: 3.167549E+00 | grad norm: 0.280 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 682.476 | TFLOPs: 31.86 | 7: iteration 28650/ 60336 | consumed samples: 7334400 | consumed tokens: 15020851200 | elapsed time per iteration (s): 0.37 | learning rate: 1.186E-04 | global batch size: 256 | lm loss: 3.161488E+00 | grad norm: 0.294 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.161 | TFLOPs: 32.35 | 7: iteration 28660/ 60336 | consumed samples: 7336960 | consumed tokens: 15026094080 | elapsed time per iteration (s): 0.37 | learning rate: 1.186E-04 | global batch size: 256 | lm loss: 3.163195E+00 | grad norm: 0.282 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.927 | TFLOPs: 32.34 | 7: iteration 28670/ 60336 | consumed samples: 7339520 | consumed tokens: 15031336960 | elapsed time per iteration (s): 0.37 | learning rate: 1.185E-04 | global batch size: 256 | lm loss: 3.165325E+00 | grad norm: 0.295 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.207 | TFLOPs: 32.36 | 7: iteration 28680/ 60336 | consumed samples: 7342080 | consumed tokens: 15036579840 | elapsed time per iteration (s): 0.37 | learning rate: 1.185E-04 | global batch size: 256 | lm loss: 3.169319E+00 | grad norm: 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size: 256 | lm loss: 3.152793E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.768 | TFLOPs: 32.34 | 7: iteration 28720/ 60336 | consumed samples: 7352320 | consumed tokens: 15057551360 | elapsed time per iteration (s): 0.37 | learning rate: 1.183E-04 | global batch size: 256 | lm loss: 3.150684E+00 | grad norm: 0.284 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.299 | TFLOPs: 32.36 | 7: iteration 28730/ 60336 | consumed samples: 7354880 | consumed tokens: 15062794240 | elapsed time per iteration (s): 0.37 | learning rate: 1.182E-04 | global batch size: 256 | lm loss: 3.155003E+00 | grad norm: 0.270 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.805 | TFLOPs: 32.34 | 7: iteration 28740/ 60336 | consumed samples: 7357440 | consumed tokens: 15068037120 | elapsed time per iteration (s): 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consumed samples: 7372800 | consumed tokens: 15099494400 | elapsed time per iteration (s): 0.37 | learning rate: 1.179E-04 | global batch size: 256 | lm loss: 3.163379E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.840 | TFLOPs: 32.34 | 7: iteration 28810/ 60336 | consumed samples: 7375360 | consumed tokens: 15104737280 | elapsed time per iteration (s): 0.37 | learning rate: 1.178E-04 | global batch size: 256 | lm loss: 3.161874E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.831 | TFLOPs: 32.34 | 7: iteration 28820/ 60336 | consumed samples: 7377920 | consumed tokens: 15109980160 | elapsed time per iteration (s): 0.37 | learning rate: 1.178E-04 | global batch size: 256 | lm loss: 3.179947E+00 | grad norm: 0.279 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.289 | TFLOPs: 32.31 | 7: iteration 28830/ 60336 | consumed samples: 7380480 | consumed tokens: 15115223040 | elapsed time per iteration (s): 0.37 | learning rate: 1.178E-04 | global batch size: 256 | lm loss: 3.161676E+00 | grad norm: 0.297 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.522 | TFLOPs: 32.32 | 7: iteration 28840/ 60336 | consumed samples: 7383040 | consumed tokens: 15120465920 | elapsed time per iteration (s): 0.37 | learning rate: 1.177E-04 | global batch size: 256 | lm loss: 3.150031E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.285 | TFLOPs: 32.31 | 7: iteration 28850/ 60336 | consumed samples: 7385600 | consumed tokens: 15125708800 | elapsed time per iteration (s): 0.37 | learning rate: 1.177E-04 | global batch size: 256 | lm loss: 3.162813E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.584 | TFLOPs: 32.33 | 7: iteration 28860/ 60336 | consumed samples: 7388160 | consumed tokens: 15130951680 | elapsed time per iteration (s): 0.37 | learning rate: 1.176E-04 | global batch size: 256 | lm loss: 3.148327E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.389 | TFLOPs: 32.32 | 7: iteration 28870/ 60336 | consumed samples: 7390720 | consumed tokens: 15136194560 | elapsed time per iteration (s): 0.37 | learning rate: 1.176E-04 | global batch size: 256 | lm loss: 3.152781E+00 | grad norm: 0.288 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.613 | TFLOPs: 32.33 | 7: iteration 28880/ 60336 | consumed samples: 7393280 | consumed tokens: 15141437440 | elapsed time per iteration (s): 0.37 | learning rate: 1.175E-04 | global batch size: 256 | lm loss: 3.170364E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.615 | TFLOPs: 32.33 | 7: iteration 28890/ 60336 | consumed samples: 7395840 | consumed tokens: 15146680320 | elapsed time per iteration (s): 0.37 | learning rate: 1.175E-04 | global batch size: 256 | lm loss: 3.146311E+00 | grad norm: 0.276 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.352 | TFLOPs: 32.32 | 7: iteration 28900/ 60336 | consumed samples: 7398400 | consumed tokens: 15151923200 | elapsed time per iteration (s): 0.37 | learning rate: 1.174E-04 | global batch size: 256 | lm loss: 3.147742E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.597 | TFLOPs: 32.33 | 7: iteration 28910/ 60336 | consumed samples: 7400960 | consumed tokens: 15157166080 | elapsed time per iteration (s): 0.37 | learning rate: 1.174E-04 | global batch size: 256 | lm loss: 3.171250E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.011 | TFLOPs: 32.35 | 7: iteration 28920/ 60336 | consumed samples: 7403520 | consumed tokens: 15162408960 | elapsed time per iteration (s): 0.37 | learning rate: 1.173E-04 | global batch size: 256 | lm loss: 3.153265E+00 | grad norm: 0.263 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.937 | TFLOPs: 32.34 | 7: iteration 28930/ 60336 | consumed samples: 7406080 | consumed tokens: 15167651840 | elapsed time per iteration (s): 0.37 | learning rate: 1.173E-04 | global batch size: 256 | lm loss: 3.161161E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.969 | TFLOPs: 32.35 | 7: iteration 28940/ 60336 | consumed samples: 7408640 | consumed tokens: 15172894720 | elapsed time per iteration (s): 0.37 | learning rate: 1.172E-04 | global batch size: 256 | lm loss: 3.166212E+00 | grad norm: 0.279 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.059 | TFLOPs: 32.35 | 7: iteration 28950/ 60336 | consumed samples: 7411200 | consumed tokens: 15178137600 | elapsed time per iteration (s): 0.37 | learning rate: 1.172E-04 | global batch size: 256 | lm loss: 3.157318E+00 | grad norm: 0.276 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.868 | TFLOPs: 32.34 | 7: iteration 28960/ 60336 | consumed samples: 7413760 | consumed tokens: 15183380480 | elapsed time per iteration (s): 0.37 | learning rate: 1.171E-04 | global batch size: 256 | lm loss: 3.159981E+00 | grad norm: 0.280 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.155 | TFLOPs: 32.35 | 7: iteration 28970/ 60336 | consumed samples: 7416320 | consumed tokens: 15188623360 | elapsed time per iteration (s): 0.37 | learning rate: 1.171E-04 | global batch size: 256 | lm loss: 3.157841E+00 | grad norm: 0.271 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.075 | TFLOPs: 32.35 | 7: iteration 28980/ 60336 | consumed samples: 7418880 | consumed tokens: 15193866240 | elapsed time per iteration (s): 0.37 | learning rate: 1.170E-04 | global batch size: 256 | lm loss: 3.160672E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.339 | TFLOPs: 32.36 | 7: iteration 28990/ 60336 | consumed samples: 7421440 | consumed tokens: 15199109120 | elapsed time per iteration (s): 0.37 | learning rate: 1.170E-04 | global batch size: 256 | lm loss: 3.162310E+00 | grad norm: 0.271 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.811 | TFLOPs: 32.34 | 7: iteration 29000/ 60336 | consumed samples: 7424000 | consumed tokens: 15204352000 | elapsed time per iteration (s): 0.37 | learning rate: 1.169E-04 | global batch size: 256 | lm loss: 3.170833E+00 | grad norm: 0.261 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.372 | TFLOPs: 32.32 | 7: ------------------------------------------------------------------------------------------------ 7: validation loss at iteration 29000 | lm loss value: 3.712090E+00 | lm loss PPL: 4.093930E+01 | 7: ------------------------------------------------------------------------------------------------ 0: saving checkpoint at iteration 29000 to checkpoints_146m32b100m 0: [2023-03-16 13:02:02,107] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step29000 is begin to save! 0: [2023-03-16 13:02:02,111] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100m/global_step29000/layer_01-model_00-model_states.pt... 0: [2023-03-16 13:02:02,202] [INFO] 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[torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step29000/bf16_zero_pp_rank_14_mp_rank_00_optim_states.pt. 5: [2023-03-16 13:02:02,507] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step29000/bf16_zero_pp_rank_43_mp_rank_00_optim_states.pt 1: [2023-03-16 13:02:02,513] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step29000/bf16_zero_pp_rank_14_mp_rank_00_optim_states.pt 1: [2023-03-16 13:02:02,513] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step29000/bf16_zero_pp_rank_9_mp_rank_00_optim_states.pt 5: [2023-03-16 13:02:02,507] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step29000 is ready now! 1: [2023-03-16 13:02:02,513] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step29000 is ready now! 1: [2023-03-16 13:02:02,513] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step29000 is ready now! 5: [2023-03-16 13:02:02,510] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step29000/bf16_zero_pp_rank_46_mp_rank_00_optim_states.pt. 5: [2023-03-16 13:02:02,510] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step29000/bf16_zero_pp_rank_44_mp_rank_00_optim_states.pt. 5: [2023-03-16 13:02:02,510] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step29000/bf16_zero_pp_rank_46_mp_rank_00_optim_states.pt 5: [2023-03-16 13:02:02,510] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step29000 is ready now! 5: [2023-03-16 13:02:02,510] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step29000/bf16_zero_pp_rank_44_mp_rank_00_optim_states.pt 5: [2023-03-16 13:02:02,510] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step29000 is ready now! 0: [2023-03-16 13:02:02,515] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step29000/bf16_zero_pp_rank_5_mp_rank_00_optim_states.pt. 0: [2023-03-16 13:02:02,515] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step29000/bf16_zero_pp_rank_2_mp_rank_00_optim_states.pt. 0: [2023-03-16 13:02:02,515] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step29000/bf16_zero_pp_rank_7_mp_rank_00_optim_states.pt. 0: [2023-03-16 13:02:02,515] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step29000/bf16_zero_pp_rank_6_mp_rank_00_optim_states.pt. 0: [2023-03-16 13:02:02,515] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step29000/bf16_zero_pp_rank_5_mp_rank_00_optim_states.pt 0: [2023-03-16 13:02:02,515] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step29000/bf16_zero_pp_rank_2_mp_rank_00_optim_states.pt 0: [2023-03-16 13:02:02,515] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step29000/bf16_zero_pp_rank_7_mp_rank_00_optim_states.pt 0: [2023-03-16 13:02:02,515] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step29000/bf16_zero_pp_rank_6_mp_rank_00_optim_states.pt 0: [2023-03-16 13:02:02,515] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step29000 is ready now! 0: [2023-03-16 13:02:02,515] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step29000 is ready now! 0: [2023-03-16 13:02:02,515] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step29000 is ready now! 0: [2023-03-16 13:02:02,515] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step29000 is ready now! 6: [2023-03-16 13:02:02,511] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step29000/bf16_zero_pp_rank_55_mp_rank_00_optim_states.pt 6: [2023-03-16 13:02:02,512] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step29000 is ready now! 0: [2023-03-16 13:02:02,524] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step29000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt 0: [2023-03-16 13:02:02,524] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step29000 is ready now! 0: successfully saved checkpoint at iteration 29000 to checkpoints_146m32b100m 7: time (ms) | save-checkpoint: 422.69 7: iteration 29010/ 60336 | consumed samples: 7426560 | consumed tokens: 15209594880 | elapsed time per iteration (s): 0.42 | learning rate: 1.169E-04 | global batch size: 256 | lm loss: 3.164740E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 608.051 | TFLOPs: 28.38 | 7: iteration 29020/ 60336 | consumed samples: 7429120 | consumed tokens: 15214837760 | elapsed time per iteration (s): 0.37 | learning rate: 1.169E-04 | global batch size: 256 | lm loss: 3.161571E+00 | grad norm: 0.276 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.802 | TFLOPs: 32.34 | 7: iteration 29030/ 60336 | consumed samples: 7431680 | consumed tokens: 15220080640 | elapsed time per iteration (s): 0.37 | learning rate: 1.168E-04 | global batch size: 256 | lm loss: 3.160067E+00 | grad norm: 0.260 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.597 | TFLOPs: 32.33 | 7: iteration 29040/ 60336 | consumed samples: 7434240 | consumed tokens: 15225323520 | elapsed time per iteration (s): 0.37 | learning rate: 1.168E-04 | global batch size: 256 | lm loss: 3.161360E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.168 | TFLOPs: 32.31 | 7: iteration 29050/ 60336 | consumed samples: 7436800 | consumed tokens: 15230566400 | elapsed time per iteration (s): 0.37 | learning rate: 1.167E-04 | global batch size: 256 | lm loss: 3.153971E+00 | grad norm: 0.333 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.869 | TFLOPs: 32.29 | 7: iteration 29060/ 60336 | consumed samples: 7439360 | consumed tokens: 15235809280 | elapsed time per iteration (s): 0.37 | learning rate: 1.167E-04 | global batch size: 256 | lm loss: 3.156868E+00 | grad norm: 0.279 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.779 | TFLOPs: 32.34 | 7: iteration 29070/ 60336 | consumed samples: 7441920 | consumed tokens: 15241052160 | elapsed time per iteration (s): 0.37 | learning rate: 1.166E-04 | global batch size: 256 | lm loss: 3.165209E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.288 | TFLOPs: 32.31 | 7: iteration 29080/ 60336 | consumed samples: 7444480 | consumed tokens: 15246295040 | elapsed time per iteration (s): 0.37 | learning rate: 1.166E-04 | global batch size: 256 | lm loss: 3.161547E+00 | grad norm: 0.286 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.974 | TFLOPs: 32.30 | 7: iteration 29090/ 60336 | consumed samples: 7447040 | consumed tokens: 15251537920 | elapsed time per iteration (s): 0.37 | learning rate: 1.165E-04 | global batch size: 256 | lm loss: 3.164493E+00 | grad norm: 0.280 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.759 | TFLOPs: 32.20 | 7: iteration 29100/ 60336 | consumed samples: 7449600 | consumed tokens: 15256780800 | elapsed time per iteration (s): 0.37 | learning rate: 1.165E-04 | global batch size: 256 | lm loss: 3.163358E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.537 | TFLOPs: 32.33 | 7: iteration 29110/ 60336 | consumed samples: 7452160 | consumed tokens: 15262023680 | elapsed time per iteration (s): 0.37 | learning rate: 1.164E-04 | global batch size: 256 | lm loss: 3.153307E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.581 | TFLOPs: 32.33 | 7: iteration 29120/ 60336 | consumed samples: 7454720 | consumed tokens: 15267266560 | elapsed time per iteration (s): 0.37 | learning rate: 1.164E-04 | global batch size: 256 | lm loss: 3.151768E+00 | grad norm: 0.267 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.869 | TFLOPs: 32.39 | 7: iteration 29130/ 60336 | consumed samples: 7457280 | consumed tokens: 15272509440 | elapsed time per iteration (s): 0.37 | learning rate: 1.163E-04 | global batch size: 256 | lm loss: 3.145984E+00 | grad norm: 0.256 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.614 | TFLOPs: 32.28 | 7: iteration 29140/ 60336 | consumed samples: 7459840 | consumed tokens: 15277752320 | elapsed time per iteration (s): 0.37 | learning rate: 1.163E-04 | global batch size: 256 | lm loss: 3.151506E+00 | grad norm: 0.275 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.970 | TFLOPs: 32.39 | 7: iteration 29150/ 60336 | consumed samples: 7462400 | consumed tokens: 15282995200 | elapsed time per iteration (s): 0.37 | learning rate: 1.162E-04 | global batch size: 256 | lm loss: 3.158714E+00 | grad norm: 0.263 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.618 | TFLOPs: 32.38 | 7: iteration 29160/ 60336 | consumed samples: 7464960 | consumed tokens: 15288238080 | elapsed time per iteration (s): 0.37 | learning rate: 1.162E-04 | global batch size: 256 | lm loss: 3.170940E+00 | grad norm: 0.294 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.767 | TFLOPs: 32.38 | 7: iteration 29170/ 60336 | consumed samples: 7467520 | consumed tokens: 15293480960 | elapsed time per iteration (s): 0.37 | learning rate: 1.161E-04 | global batch size: 256 | lm loss: 3.166699E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.739 | TFLOPs: 32.38 | 7: iteration 29180/ 60336 | consumed samples: 7470080 | consumed tokens: 15298723840 | elapsed time per iteration (s): 0.37 | learning rate: 1.161E-04 | global batch size: 256 | lm loss: 3.153342E+00 | grad norm: 0.271 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.270 | TFLOPs: 32.36 | 7: iteration 29190/ 60336 | consumed samples: 7472640 | consumed tokens: 15303966720 | elapsed time per iteration (s): 0.37 | learning rate: 1.161E-04 | global batch size: 256 | lm loss: 3.160594E+00 | grad norm: 0.263 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.739 | TFLOPs: 32.38 | 7: iteration 29200/ 60336 | consumed samples: 7475200 | consumed tokens: 15309209600 | elapsed time per iteration (s): 0.37 | learning rate: 1.160E-04 | global batch size: 256 | lm loss: 3.158591E+00 | grad norm: 0.268 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.992 | TFLOPs: 32.35 | 7: iteration 29210/ 60336 | consumed samples: 7477760 | consumed tokens: 15314452480 | elapsed time per iteration (s): 0.37 | learning rate: 1.160E-04 | global batch size: 256 | lm loss: 3.166441E+00 | grad norm: 0.315 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.920 | TFLOPs: 32.34 | 7: iteration 29220/ 60336 | consumed samples: 7480320 | consumed tokens: 15319695360 | elapsed time per iteration (s): 0.37 | learning rate: 1.159E-04 | global batch size: 256 | lm loss: 3.161691E+00 | grad norm: 0.276 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.329 | TFLOPs: 32.36 | 7: iteration 29230/ 60336 | consumed samples: 7482880 | consumed tokens: 15324938240 | elapsed time per iteration (s): 0.37 | learning rate: 1.159E-04 | global batch size: 256 | lm loss: 3.157667E+00 | grad norm: 0.274 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.015 | TFLOPs: 32.35 | 7: iteration 29240/ 60336 | consumed samples: 7485440 | consumed tokens: 15330181120 | elapsed time per iteration (s): 0.37 | learning rate: 1.158E-04 | global batch size: 256 | lm loss: 3.161325E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.485 | TFLOPs: 32.32 | 7: iteration 29250/ 60336 | consumed samples: 7488000 | consumed tokens: 15335424000 | elapsed time per iteration (s): 0.37 | learning rate: 1.158E-04 | global batch size: 256 | lm loss: 3.161106E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.903 | TFLOPs: 32.39 | 7: iteration 29260/ 60336 | consumed samples: 7490560 | consumed tokens: 15340666880 | elapsed time per iteration (s): 0.37 | learning rate: 1.157E-04 | global batch size: 256 | lm loss: 3.161644E+00 | grad norm: 0.283 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.326 | TFLOPs: 32.41 | 7: iteration 29270/ 60336 | consumed samples: 7493120 | consumed tokens: 15345909760 | elapsed time per iteration (s): 0.37 | learning rate: 1.157E-04 | global batch size: 256 | lm loss: 3.159794E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.221 | TFLOPs: 32.40 | 7: iteration 29280/ 60336 | consumed samples: 7495680 | consumed tokens: 15351152640 | elapsed time per iteration (s): 0.37 | learning rate: 1.156E-04 | global batch size: 256 | lm loss: 3.138874E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.633 | TFLOPs: 32.42 | 7: iteration 29290/ 60336 | consumed samples: 7498240 | consumed tokens: 15356395520 | elapsed time per iteration (s): 0.37 | learning rate: 1.156E-04 | global batch size: 256 | lm loss: 3.155002E+00 | grad norm: 0.271 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.415 | TFLOPs: 32.41 | 7: iteration 29300/ 60336 | consumed samples: 7500800 | consumed tokens: 15361638400 | elapsed time per iteration (s): 0.37 | learning rate: 1.155E-04 | global batch size: 256 | lm loss: 3.157286E+00 | grad norm: 0.270 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.289 | TFLOPs: 32.41 | 7: iteration 29310/ 60336 | consumed samples: 7503360 | consumed tokens: 15366881280 | elapsed time per iteration (s): 0.37 | learning rate: 1.155E-04 | global batch size: 256 | lm loss: 3.148717E+00 | grad norm: 0.268 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.313 | TFLOPs: 32.41 | 7: iteration 29320/ 60336 | consumed samples: 7505920 | consumed tokens: 15372124160 | elapsed time per iteration (s): 0.37 | learning rate: 1.154E-04 | global batch size: 256 | lm loss: 3.152958E+00 | grad norm: 0.270 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.672 | TFLOPs: 32.38 | 7: iteration 29330/ 60336 | consumed samples: 7508480 | consumed tokens: 15377367040 | elapsed time per iteration (s): 0.37 | learning rate: 1.154E-04 | global batch size: 256 | lm loss: 3.159036E+00 | grad norm: 0.263 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.652 | TFLOPs: 32.42 | 7: iteration 29340/ 60336 | consumed samples: 7511040 | consumed tokens: 15382609920 | elapsed time per iteration (s): 0.37 | learning rate: 1.153E-04 | global batch size: 256 | lm loss: 3.155468E+00 | grad norm: 0.253 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.667 | TFLOPs: 32.42 | 7: iteration 29350/ 60336 | consumed samples: 7513600 | consumed tokens: 15387852800 | elapsed time per iteration (s): 0.37 | learning rate: 1.153E-04 | global batch size: 256 | lm loss: 3.157664E+00 | grad norm: 0.288 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.420 | TFLOPs: 32.41 | 7: iteration 29360/ 60336 | consumed samples: 7516160 | consumed tokens: 15393095680 | elapsed time per iteration (s): 0.37 | learning rate: 1.152E-04 | global batch size: 256 | lm loss: 3.157797E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.880 | TFLOPs: 32.43 | 7: iteration 29370/ 60336 | consumed samples: 7518720 | consumed tokens: 15398338560 | elapsed time per iteration (s): 0.37 | learning rate: 1.152E-04 | global batch size: 256 | lm loss: 3.157339E+00 | grad norm: 0.322 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.821 | TFLOPs: 32.43 | 7: iteration 29380/ 60336 | consumed samples: 7521280 | consumed tokens: 15403581440 | elapsed time per iteration (s): 0.37 | learning rate: 1.152E-04 | global batch size: 256 | lm loss: 3.157450E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.306 | TFLOPs: 32.41 | 7: iteration 29390/ 60336 | consumed samples: 7523840 | consumed tokens: 15408824320 | elapsed time per iteration (s): 0.37 | learning rate: 1.151E-04 | global batch size: 256 | lm loss: 3.163872E+00 | grad norm: 0.271 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.651 | TFLOPs: 32.42 | 7: iteration 29400/ 60336 | consumed samples: 7526400 | consumed tokens: 15414067200 | elapsed time per iteration (s): 0.37 | learning rate: 1.151E-04 | global batch size: 256 | lm loss: 3.161225E+00 | grad norm: 0.279 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.971 | TFLOPs: 32.39 | 7: iteration 29410/ 60336 | consumed samples: 7528960 | consumed tokens: 15419310080 | elapsed time per iteration (s): 0.37 | learning rate: 1.150E-04 | global batch size: 256 | lm loss: 3.157172E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.063 | TFLOPs: 32.35 | 7: iteration 29420/ 60336 | consumed samples: 7531520 | consumed tokens: 15424552960 | elapsed time per iteration (s): 0.37 | learning rate: 1.150E-04 | global batch size: 256 | lm loss: 3.154813E+00 | grad norm: 0.282 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.347 | TFLOPs: 32.36 | 7: iteration 29430/ 60336 | consumed samples: 7534080 | consumed tokens: 15429795840 | elapsed time per iteration (s): 0.37 | learning rate: 1.149E-04 | global batch size: 256 | lm loss: 3.149203E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.378 | TFLOPs: 32.36 | 7: iteration 29440/ 60336 | consumed samples: 7536640 | consumed tokens: 15435038720 | elapsed time per iteration (s): 0.37 | learning rate: 1.149E-04 | global batch size: 256 | lm loss: 3.152189E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.303 | TFLOPs: 32.36 | 7: iteration 29450/ 60336 | consumed samples: 7539200 | consumed tokens: 15440281600 | elapsed time per iteration (s): 0.37 | learning rate: 1.148E-04 | global batch size: 256 | lm loss: 3.148764E+00 | grad norm: 0.291 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.530 | TFLOPs: 32.37 | 7: iteration 29460/ 60336 | consumed samples: 7541760 | consumed tokens: 15445524480 | elapsed time per iteration (s): 0.37 | learning rate: 1.148E-04 | global batch size: 256 | lm loss: 3.152193E+00 | grad norm: 0.261 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.397 | TFLOPs: 32.37 | 7: iteration 29470/ 60336 | consumed samples: 7544320 | consumed tokens: 15450767360 | elapsed time per iteration (s): 0.37 | learning rate: 1.147E-04 | global batch size: 256 | lm loss: 3.150088E+00 | grad norm: 0.255 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.742 | TFLOPs: 32.33 | 7: iteration 29480/ 60336 | consumed samples: 7546880 | consumed tokens: 15456010240 | elapsed time per iteration (s): 0.37 | learning rate: 1.147E-04 | global batch size: 256 | lm loss: 3.154579E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.763 | TFLOPs: 32.34 | 7: iteration 29490/ 60336 | consumed samples: 7549440 | consumed tokens: 15461253120 | elapsed time per iteration (s): 0.37 | learning rate: 1.146E-04 | global batch size: 256 | lm loss: 3.157248E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.538 | TFLOPs: 32.37 | 7: iteration 29500/ 60336 | consumed samples: 7552000 | consumed tokens: 15466496000 | elapsed time per iteration (s): 0.37 | learning rate: 1.146E-04 | global batch size: 256 | lm loss: 3.154175E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.741 | TFLOPs: 32.38 | 7: iteration 29510/ 60336 | consumed samples: 7554560 | consumed tokens: 15471738880 | elapsed time per iteration (s): 0.37 | learning rate: 1.145E-04 | global batch size: 256 | lm loss: 3.150788E+00 | grad norm: 0.287 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.625 | TFLOPs: 32.38 | 7: iteration 29520/ 60336 | consumed samples: 7557120 | consumed tokens: 15476981760 | elapsed time per iteration (s): 0.37 | learning rate: 1.145E-04 | global batch size: 256 | lm loss: 3.153465E+00 | grad norm: 0.271 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 684.797 | TFLOPs: 31.96 | 7: iteration 29530/ 60336 | consumed samples: 7559680 | consumed tokens: 15482224640 | elapsed time per iteration (s): 0.37 | learning rate: 1.144E-04 | global batch size: 256 | lm loss: 3.156062E+00 | grad norm: 0.282 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.183 | TFLOPs: 32.40 | 7: iteration 29540/ 60336 | consumed samples: 7562240 | consumed tokens: 15487467520 | elapsed time per iteration (s): 0.37 | learning rate: 1.144E-04 | global batch size: 256 | lm loss: 3.163485E+00 | grad norm: 0.302 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.255 | TFLOPs: 32.31 | 7: iteration 29550/ 60336 | consumed samples: 7564800 | consumed tokens: 15492710400 | elapsed time per iteration (s): 0.37 | learning rate: 1.144E-04 | global batch size: 256 | lm loss: 3.151383E+00 | grad norm: 0.267 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.735 | 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iterations: 0 | samples per second: 694.748 | TFLOPs: 32.43 | 7: iteration 29590/ 60336 | consumed samples: 7575040 | consumed tokens: 15513681920 | elapsed time per iteration (s): 0.37 | learning rate: 1.142E-04 | global batch size: 256 | lm loss: 3.152239E+00 | grad norm: 0.283 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.465 | TFLOPs: 32.42 | 7: iteration 29600/ 60336 | consumed samples: 7577600 | consumed tokens: 15518924800 | elapsed time per iteration (s): 0.37 | learning rate: 1.141E-04 | global batch size: 256 | lm loss: 3.160818E+00 | grad norm: 0.291 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.790 | TFLOPs: 32.43 | 7: iteration 29610/ 60336 | consumed samples: 7580160 | consumed tokens: 15524167680 | elapsed time per iteration (s): 0.37 | learning rate: 1.141E-04 | global batch size: 256 | lm loss: 3.146530E+00 | grad norm: 0.263 | num zeros: 0.0 | 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0.283 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.615 | TFLOPs: 32.42 | 7: iteration 29850/ 60336 | consumed samples: 7641600 | consumed tokens: 15649996800 | elapsed time per iteration (s): 0.37 | learning rate: 1.129E-04 | global batch size: 256 | lm loss: 3.144339E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.134 | TFLOPs: 32.45 | 7: iteration 29860/ 60336 | consumed samples: 7644160 | consumed tokens: 15655239680 | elapsed time per iteration (s): 0.37 | learning rate: 1.129E-04 | global batch size: 256 | lm loss: 3.153844E+00 | grad norm: 0.261 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.005 | TFLOPs: 32.44 | 7: iteration 29870/ 60336 | consumed samples: 7646720 | consumed tokens: 15660482560 | elapsed time per iteration (s): 0.37 | learning rate: 1.128E-04 | global batch size: 256 | lm loss: 3.143120E+00 | grad norm: 0.294 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.768 | TFLOPs: 32.43 | 7: iteration 29880/ 60336 | consumed samples: 7649280 | consumed tokens: 15665725440 | elapsed time per iteration (s): 0.37 | learning rate: 1.128E-04 | global batch size: 256 | lm loss: 3.159088E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.320 | TFLOPs: 32.41 | 7: iteration 29890/ 60336 | consumed samples: 7651840 | consumed tokens: 15670968320 | elapsed time per iteration (s): 0.37 | learning rate: 1.127E-04 | global batch size: 256 | lm loss: 3.148605E+00 | grad norm: 0.246 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.852 | TFLOPs: 32.43 | 7: iteration 29900/ 60336 | consumed samples: 7654400 | consumed tokens: 15676211200 | elapsed time per iteration (s): 0.37 | learning rate: 1.127E-04 | global batch size: 256 | lm loss: 3.153017E+00 | grad norm: 0.275 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.484 | TFLOPs: 32.37 | 7: iteration 29910/ 60336 | consumed samples: 7656960 | consumed tokens: 15681454080 | elapsed time per iteration (s): 0.37 | learning rate: 1.126E-04 | global batch size: 256 | lm loss: 3.154624E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.749 | TFLOPs: 32.38 | 7: iteration 29920/ 60336 | consumed samples: 7659520 | consumed tokens: 15686696960 | elapsed time per iteration (s): 0.37 | learning rate: 1.126E-04 | global batch size: 256 | lm loss: 3.154042E+00 | grad norm: 0.263 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.155 | TFLOPs: 32.40 | 7: iteration 29930/ 60336 | consumed samples: 7662080 | consumed tokens: 15691939840 | elapsed time per iteration (s): 0.37 | learning rate: 1.126E-04 | global batch size: 256 | lm loss: 3.156644E+00 | grad norm: 0.260 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.047 | TFLOPs: 32.40 | 7: iteration 29940/ 60336 | consumed samples: 7664640 | consumed tokens: 15697182720 | elapsed time per iteration (s): 0.37 | learning rate: 1.125E-04 | global batch size: 256 | lm loss: 3.162374E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.099 | TFLOPs: 32.40 | 7: iteration 29950/ 60336 | consumed samples: 7667200 | consumed tokens: 15702425600 | elapsed time per iteration (s): 0.37 | learning rate: 1.125E-04 | global batch size: 256 | lm loss: 3.153788E+00 | grad norm: 0.268 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.043 | TFLOPs: 32.40 | 7: iteration 29960/ 60336 | consumed samples: 7669760 | consumed tokens: 15707668480 | elapsed time per iteration (s): 0.37 | learning rate: 1.124E-04 | global batch size: 256 | lm loss: 3.148323E+00 | grad norm: 0.282 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.120 | TFLOPs: 32.40 | 7: iteration 29970/ 60336 | consumed samples: 7672320 | consumed tokens: 15712911360 | elapsed time per iteration (s): 0.37 | learning rate: 1.124E-04 | global batch size: 256 | lm loss: 3.143540E+00 | grad norm: 0.274 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.597 | TFLOPs: 32.42 | 7: iteration 29980/ 60336 | consumed samples: 7674880 | consumed tokens: 15718154240 | elapsed time per iteration (s): 0.37 | learning rate: 1.123E-04 | global batch size: 256 | lm loss: 3.156218E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.665 | TFLOPs: 32.42 | 7: iteration 29990/ 60336 | consumed samples: 7677440 | consumed tokens: 15723397120 | elapsed time per iteration (s): 0.37 | learning rate: 1.123E-04 | global batch size: 256 | lm loss: 3.139355E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.795 | TFLOPs: 32.43 | 0: [2023-03-16 13:08:11,608] [INFO] [logging.py:68:log_dist] [Rank 0] step=30000, skipped=0, lr=[0.0001122231667715846, 0.0001122231667715846, 0.0001122231667715846], mom=[(0.9, 0.999), (0.9, 0.999), (0.9, 0.999)] 7: iteration 30000/ 60336 | consumed samples: 7680000 | consumed tokens: 15728640000 | elapsed time per iteration (s): 0.37 | learning rate: 1.122E-04 | global batch size: 256 | lm loss: 3.156274E+00 | grad norm: 0.276 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.735 | TFLOPs: 32.43 | 0: steps: 30000 loss: 3.1544 iter time (s): 0.368 samples/sec: 696.529 7: ------------------------------------------------------------------------------------------------ 7: validation loss at iteration 30000 | lm loss value: 3.785883E+00 | lm loss PPL: 4.407458E+01 | 7: ------------------------------------------------------------------------------------------------ 0: saving checkpoint at iteration 30000 to checkpoints_146m32b100m 0: [2023-03-16 13:08:11,732] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step30000 is begin to save! 0: [2023-03-16 13:08:11,735] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100m/global_step30000/layer_01-model_00-model_states.pt... 0: [2023-03-16 13:08:11,821] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step30000/layer_01-model_00-model_states.pt. 0: [2023-03-16 13:08:11,821] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100m/global_step30000/layer_03-model_00-model_states.pt... 0: [2023-03-16 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[engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step30000/bf16_zero_pp_rank_57_mp_rank_00_optim_states.pt 7: [2023-03-16 13:08:12,107] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step30000 is ready now! 6: [2023-03-16 13:08:12,108] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step30000/bf16_zero_pp_rank_50_mp_rank_00_optim_states.pt. 6: [2023-03-16 13:08:12,108] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step30000/bf16_zero_pp_rank_50_mp_rank_00_optim_states.pt 6: [2023-03-16 13:08:12,108] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step30000 is ready now! 2: [2023-03-16 13:08:12,109] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step30000/bf16_zero_pp_rank_17_mp_rank_00_optim_states.pt. 2: [2023-03-16 13:08:12,109] [INFO] 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7: [2023-03-16 13:08:12,115] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step30000/bf16_zero_pp_rank_62_mp_rank_00_optim_states.pt. 7: [2023-03-16 13:08:12,115] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step30000/bf16_zero_pp_rank_62_mp_rank_00_optim_states.pt 7: [2023-03-16 13:08:12,115] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step30000 is ready now! 7: [2023-03-16 13:08:12,115] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step30000/bf16_zero_pp_rank_60_mp_rank_00_optim_states.pt. 7: [2023-03-16 13:08:12,115] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step30000/bf16_zero_pp_rank_60_mp_rank_00_optim_states.pt 7: [2023-03-16 13:08:12,115] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step30000 is ready now! 0: [2023-03-16 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checkpoints_146m32b100m/global_step30000/bf16_zero_pp_rank_51_mp_rank_00_optim_states.pt 6: [2023-03-16 13:08:12,120] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step30000/bf16_zero_pp_rank_54_mp_rank_00_optim_states.pt 6: [2023-03-16 13:08:12,120] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step30000 is ready now! 6: [2023-03-16 13:08:12,120] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step30000 is ready now! 1: [2023-03-16 13:08:12,117] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step30000/bf16_zero_pp_rank_10_mp_rank_00_optim_states.pt. 5: [2023-03-16 13:08:12,115] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step30000/bf16_zero_pp_rank_46_mp_rank_00_optim_states.pt. 1: [2023-03-16 13:08:12,117] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step30000/bf16_zero_pp_rank_10_mp_rank_00_optim_states.pt 1: [2023-03-16 13:08:12,117] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step30000 is ready now! 5: [2023-03-16 13:08:12,115] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step30000/bf16_zero_pp_rank_46_mp_rank_00_optim_states.pt 1: [2023-03-16 13:08:12,117] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step30000/bf16_zero_pp_rank_9_mp_rank_00_optim_states.pt. 5: [2023-03-16 13:08:12,115] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step30000 is ready now! 1: [2023-03-16 13:08:12,118] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step30000/bf16_zero_pp_rank_9_mp_rank_00_optim_states.pt 5: [2023-03-16 13:08:12,115] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step30000/bf16_zero_pp_rank_47_mp_rank_00_optim_states.pt. 1: [2023-03-16 13:08:12,118] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step30000 is ready now! 5: [2023-03-16 13:08:12,115] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step30000/bf16_zero_pp_rank_47_mp_rank_00_optim_states.pt 1: [2023-03-16 13:08:12,119] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step30000/bf16_zero_pp_rank_8_mp_rank_00_optim_states.pt. 5: [2023-03-16 13:08:12,115] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step30000 is ready now! 1: [2023-03-16 13:08:12,119] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step30000/bf16_zero_pp_rank_8_mp_rank_00_optim_states.pt 1: [2023-03-16 13:08:12,119] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint 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global_step30000 is ready now! 0: [2023-03-16 13:08:12,136] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step30000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt 0: [2023-03-16 13:08:12,136] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step30000 is ready now! 0: successfully saved checkpoint at iteration 30000 to checkpoints_146m32b100m 7: time (ms) | save-checkpoint: 411.76 7: iteration 30010/ 60336 | consumed samples: 7682560 | consumed tokens: 15733882880 | elapsed time per iteration (s): 0.42 | learning rate: 1.122E-04 | global batch size: 256 | lm loss: 3.158234E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 608.509 | TFLOPs: 28.40 | 7: iteration 30020/ 60336 | consumed samples: 7685120 | consumed tokens: 15739125760 | elapsed time per iteration (s): 0.37 | learning rate: 1.121E-04 | global batch size: 256 | lm loss: 3.152762E+00 | grad norm: 0.256 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.172 | TFLOPs: 32.40 | 7: iteration 30030/ 60336 | consumed samples: 7687680 | consumed tokens: 15744368640 | elapsed time per iteration (s): 0.37 | learning rate: 1.121E-04 | global batch size: 256 | lm loss: 3.150595E+00 | grad norm: 0.261 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.610 | TFLOPs: 32.42 | 7: iteration 30040/ 60336 | consumed samples: 7690240 | consumed tokens: 15749611520 | elapsed time per iteration (s): 0.37 | learning rate: 1.120E-04 | global batch size: 256 | lm loss: 3.148477E+00 | grad norm: 0.297 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.577 | TFLOPs: 32.42 | 7: iteration 30050/ 60336 | consumed samples: 7692800 | consumed tokens: 15754854400 | elapsed time per iteration (s): 0.37 | learning rate: 1.120E-04 | global batch size: 256 | lm loss: 3.164708E+00 | grad norm: 0.280 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.659 | TFLOPs: 32.42 | 7: iteration 30060/ 60336 | consumed samples: 7695360 | consumed tokens: 15760097280 | elapsed time per iteration (s): 0.37 | learning rate: 1.119E-04 | global batch size: 256 | lm loss: 3.154887E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.664 | TFLOPs: 32.42 | 7: iteration 30070/ 60336 | consumed samples: 7697920 | consumed tokens: 15765340160 | elapsed time per iteration (s): 0.37 | learning rate: 1.119E-04 | global batch size: 256 | lm loss: 3.149511E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.798 | TFLOPs: 32.43 | 7: iteration 30080/ 60336 | consumed samples: 7700480 | consumed tokens: 15770583040 | elapsed time per iteration (s): 0.37 | learning rate: 1.118E-04 | global batch size: 256 | lm loss: 3.161369E+00 | grad norm: 0.275 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.548 | TFLOPs: 32.37 | 7: iteration 30090/ 60336 | consumed samples: 7703040 | consumed tokens: 15775825920 | elapsed time per iteration (s): 0.37 | learning rate: 1.118E-04 | global batch size: 256 | lm loss: 3.147506E+00 | grad norm: 0.260 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.997 | TFLOPs: 32.30 | 7: iteration 30100/ 60336 | consumed samples: 7705600 | consumed tokens: 15781068800 | elapsed time per iteration (s): 0.37 | learning rate: 1.117E-04 | global batch size: 256 | lm loss: 3.134293E+00 | grad norm: 0.287 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.645 | TFLOPs: 32.42 | 7: iteration 30110/ 60336 | consumed samples: 7708160 | consumed tokens: 15786311680 | elapsed time per iteration (s): 0.37 | learning rate: 1.117E-04 | global batch size: 256 | lm loss: 3.151050E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.049 | TFLOPs: 32.40 | 7: iteration 30120/ 60336 | consumed samples: 7710720 | consumed tokens: 15791554560 | elapsed time per iteration (s): 0.37 | learning rate: 1.117E-04 | global batch size: 256 | lm loss: 3.143795E+00 | grad norm: 0.267 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.387 | TFLOPs: 32.41 | 7: iteration 30130/ 60336 | consumed samples: 7713280 | consumed tokens: 15796797440 | elapsed time per iteration (s): 0.37 | learning rate: 1.116E-04 | global batch size: 256 | lm loss: 3.159878E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.307 | TFLOPs: 32.41 | 7: iteration 30140/ 60336 | consumed samples: 7715840 | consumed tokens: 15802040320 | elapsed time per iteration (s): 0.37 | learning rate: 1.116E-04 | global batch size: 256 | lm loss: 3.148858E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.762 | TFLOPs: 32.38 | 7: iteration 30150/ 60336 | consumed samples: 7718400 | consumed tokens: 15807283200 | elapsed time per iteration (s): 0.37 | learning rate: 1.115E-04 | global batch size: 256 | lm loss: 3.141721E+00 | grad norm: 0.271 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.709 | TFLOPs: 32.38 | 7: iteration 30160/ 60336 | consumed samples: 7720960 | consumed tokens: 15812526080 | elapsed time per iteration (s): 0.37 | learning rate: 1.115E-04 | global batch size: 256 | lm loss: 3.146541E+00 | grad norm: 0.311 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.056 | TFLOPs: 32.40 | 7: iteration 30170/ 60336 | consumed samples: 7723520 | consumed tokens: 15817768960 | elapsed time per iteration (s): 0.37 | learning rate: 1.114E-04 | global batch size: 256 | lm loss: 3.145968E+00 | grad norm: 0.300 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.545 | TFLOPs: 32.42 | 7: iteration 30180/ 60336 | consumed samples: 7726080 | consumed tokens: 15823011840 | elapsed time per iteration (s): 0.37 | learning rate: 1.114E-04 | global batch size: 256 | lm loss: 3.152268E+00 | grad norm: 0.286 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.806 | TFLOPs: 32.43 | 7: iteration 30190/ 60336 | consumed samples: 7728640 | consumed tokens: 15828254720 | elapsed time per iteration (s): 0.37 | learning rate: 1.113E-04 | global batch size: 256 | lm loss: 3.154785E+00 | grad norm: 0.271 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.266 | TFLOPs: 32.41 | 7: iteration 30200/ 60336 | consumed samples: 7731200 | consumed tokens: 15833497600 | elapsed time per iteration (s): 0.37 | learning rate: 1.113E-04 | global batch size: 256 | lm loss: 3.145527E+00 | grad norm: 0.268 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.501 | TFLOPs: 32.42 | 7: iteration 30210/ 60336 | consumed samples: 7733760 | consumed tokens: 15838740480 | elapsed time per iteration (s): 0.37 | learning rate: 1.112E-04 | global batch size: 256 | lm loss: 3.148193E+00 | grad norm: 0.284 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.171 | TFLOPs: 32.40 | 7: iteration 30220/ 60336 | consumed samples: 7736320 | consumed tokens: 15843983360 | elapsed time per iteration (s): 0.37 | learning rate: 1.112E-04 | global batch size: 256 | lm loss: 3.160963E+00 | grad norm: 0.271 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.156 | TFLOPs: 32.40 | 7: iteration 30230/ 60336 | consumed samples: 7738880 | consumed tokens: 15849226240 | elapsed time per iteration (s): 0.37 | learning rate: 1.111E-04 | global batch size: 256 | lm loss: 3.141469E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.238 | TFLOPs: 32.40 | 7: iteration 30240/ 60336 | consumed samples: 7741440 | consumed tokens: 15854469120 | elapsed time per iteration (s): 0.37 | learning rate: 1.111E-04 | global batch size: 256 | lm loss: 3.143678E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.247 | TFLOPs: 32.40 | 7: iteration 30250/ 60336 | consumed samples: 7744000 | consumed tokens: 15859712000 | elapsed time per iteration (s): 0.37 | learning rate: 1.110E-04 | global batch size: 256 | lm loss: 3.146360E+00 | grad norm: 0.306 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.584 | TFLOPs: 32.42 | 7: iteration 30260/ 60336 | consumed samples: 7746560 | consumed tokens: 15864954880 | elapsed time per iteration (s): 0.37 | learning rate: 1.110E-04 | global batch size: 256 | lm loss: 3.157361E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.269 | TFLOPs: 32.41 | 7: iteration 30270/ 60336 | consumed samples: 7749120 | consumed tokens: 15870197760 | elapsed time per iteration (s): 0.37 | learning rate: 1.109E-04 | global batch size: 256 | lm loss: 3.155727E+00 | grad norm: 0.293 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.213 | TFLOPs: 32.40 | 7: iteration 30280/ 60336 | consumed samples: 7751680 | consumed tokens: 15875440640 | elapsed time per iteration (s): 0.37 | learning rate: 1.109E-04 | global batch size: 256 | lm loss: 3.153082E+00 | grad norm: 0.283 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.810 | TFLOPs: 32.38 | 7: iteration 30290/ 60336 | consumed samples: 7754240 | consumed tokens: 15880683520 | elapsed time per iteration (s): 0.37 | learning rate: 1.109E-04 | global batch size: 256 | lm loss: 3.136988E+00 | grad norm: 0.274 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.642 | TFLOPs: 32.42 | 7: iteration 30300/ 60336 | consumed samples: 7756800 | consumed tokens: 15885926400 | elapsed time per iteration (s): 0.37 | learning rate: 1.108E-04 | global batch size: 256 | lm loss: 3.148903E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.151 | TFLOPs: 32.40 | 7: iteration 30310/ 60336 | consumed samples: 7759360 | consumed tokens: 15891169280 | elapsed time per iteration (s): 0.37 | learning rate: 1.108E-04 | global batch size: 256 | lm loss: 3.152151E+00 | grad norm: 0.276 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.256 | TFLOPs: 32.41 | 7: iteration 30320/ 60336 | consumed samples: 7761920 | consumed tokens: 15896412160 | elapsed time per iteration (s): 0.37 | learning rate: 1.107E-04 | global batch size: 256 | lm loss: 3.151336E+00 | grad norm: 0.275 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.283 | TFLOPs: 32.41 | 7: iteration 30330/ 60336 | consumed samples: 7764480 | consumed tokens: 15901655040 | elapsed time per iteration (s): 0.37 | learning rate: 1.107E-04 | global batch size: 256 | lm loss: 3.142715E+00 | grad norm: 0.282 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.227 | TFLOPs: 32.40 | 7: iteration 30340/ 60336 | consumed samples: 7767040 | consumed tokens: 15906897920 | elapsed time per iteration (s): 0.37 | learning rate: 1.106E-04 | global batch size: 256 | lm loss: 3.141430E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.974 | TFLOPs: 32.39 | 7: iteration 30350/ 60336 | consumed samples: 7769600 | consumed tokens: 15912140800 | elapsed time per iteration (s): 0.37 | learning rate: 1.106E-04 | global batch size: 256 | lm loss: 3.158846E+00 | grad norm: 0.270 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.910 | TFLOPs: 32.39 | 7: iteration 30360/ 60336 | consumed samples: 7772160 | consumed tokens: 15917383680 | elapsed time per iteration (s): 0.37 | learning rate: 1.105E-04 | global batch size: 256 | lm loss: 3.152302E+00 | grad norm: 0.296 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.855 | TFLOPs: 32.39 | 7: iteration 30370/ 60336 | consumed samples: 7774720 | consumed tokens: 15922626560 | elapsed time per iteration (s): 0.37 | learning rate: 1.105E-04 | global batch size: 256 | lm loss: 3.151315E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.241 | TFLOPs: 32.40 | 7: iteration 30380/ 60336 | consumed samples: 7777280 | consumed tokens: 15927869440 | elapsed time per iteration (s): 0.37 | learning rate: 1.104E-04 | global batch size: 256 | lm loss: 3.153719E+00 | grad norm: 0.276 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.787 | TFLOPs: 32.38 | 7: iteration 30390/ 60336 | consumed samples: 7779840 | consumed tokens: 15933112320 | elapsed time per iteration (s): 0.37 | learning rate: 1.104E-04 | global batch size: 256 | lm loss: 3.146020E+00 | grad norm: 0.285 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.871 | TFLOPs: 32.39 | 7: iteration 30400/ 60336 | consumed samples: 7782400 | consumed tokens: 15938355200 | elapsed time per iteration (s): 0.37 | learning rate: 1.103E-04 | global batch size: 256 | lm loss: 3.151186E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.826 | TFLOPs: 32.39 | 7: iteration 30410/ 60336 | consumed samples: 7784960 | consumed tokens: 15943598080 | elapsed time per iteration (s): 0.37 | learning rate: 1.103E-04 | global batch size: 256 | lm loss: 3.144776E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.858 | TFLOPs: 32.39 | 7: iteration 30420/ 60336 | consumed samples: 7787520 | consumed tokens: 15948840960 | elapsed time per iteration (s): 0.37 | learning rate: 1.102E-04 | global batch size: 256 | lm loss: 3.152010E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.268 | TFLOPs: 32.41 | 7: iteration 30430/ 60336 | consumed samples: 7790080 | consumed tokens: 15954083840 | elapsed time per iteration (s): 0.37 | learning rate: 1.102E-04 | global batch size: 256 | lm loss: 3.169485E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.576 | TFLOPs: 32.37 | 7: iteration 30440/ 60336 | consumed samples: 7792640 | consumed tokens: 15959326720 | elapsed time per iteration (s): 0.37 | learning rate: 1.101E-04 | global batch size: 256 | lm loss: 3.143031E+00 | grad norm: 0.283 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.684 | TFLOPs: 32.38 | 7: iteration 30450/ 60336 | consumed samples: 7795200 | consumed tokens: 15964569600 | elapsed time per iteration (s): 0.37 | learning rate: 1.101E-04 | global batch size: 256 | lm loss: 3.156418E+00 | grad norm: 0.273 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.595 | TFLOPs: 32.37 | 7: iteration 30460/ 60336 | consumed samples: 7797760 | consumed tokens: 15969812480 | elapsed time per iteration (s): 0.37 | learning rate: 1.100E-04 | global batch size: 256 | lm loss: 3.149597E+00 | grad norm: 0.282 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.472 | TFLOPs: 32.37 | 7: iteration 30470/ 60336 | consumed samples: 7800320 | consumed tokens: 15975055360 | elapsed time per iteration (s): 0.37 | learning rate: 1.100E-04 | global batch size: 256 | lm loss: 3.145107E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.241 | TFLOPs: 32.36 | 7: iteration 30480/ 60336 | consumed samples: 7802880 | consumed tokens: 15980298240 | elapsed time per iteration (s): 0.37 | learning rate: 1.100E-04 | global batch size: 256 | lm loss: 3.128891E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.801 | TFLOPs: 32.34 | 7: iteration 30490/ 60336 | consumed samples: 7805440 | consumed tokens: 15985541120 | elapsed time per iteration (s): 0.37 | learning rate: 1.099E-04 | global batch size: 256 | lm loss: 3.164859E+00 | grad norm: 0.267 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.689 | TFLOPs: 32.38 | 7: iteration 30500/ 60336 | consumed samples: 7808000 | consumed tokens: 15990784000 | elapsed time per iteration (s): 0.37 | learning rate: 1.099E-04 | global batch size: 256 | lm loss: 3.146175E+00 | grad norm: 0.270 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.669 | TFLOPs: 32.38 | 7: iteration 30510/ 60336 | consumed samples: 7810560 | consumed tokens: 15996026880 | elapsed time per iteration (s): 0.37 | learning rate: 1.098E-04 | global batch size: 256 | lm loss: 3.154898E+00 | grad norm: 0.275 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.921 | TFLOPs: 32.39 | 7: iteration 30520/ 60336 | consumed samples: 7813120 | consumed tokens: 16001269760 | elapsed time per iteration (s): 0.37 | learning rate: 1.098E-04 | global batch size: 256 | lm loss: 3.157858E+00 | grad norm: 0.280 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.849 | TFLOPs: 32.39 | 7: iteration 30530/ 60336 | consumed samples: 7815680 | consumed tokens: 16006512640 | elapsed time per iteration (s): 0.37 | learning rate: 1.097E-04 | global batch size: 256 | lm loss: 3.155964E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.956 | TFLOPs: 32.39 | 7: iteration 30540/ 60336 | consumed samples: 7818240 | consumed tokens: 16011755520 | elapsed time per iteration (s): 0.37 | learning rate: 1.097E-04 | global batch size: 256 | lm loss: 3.153896E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.237 | TFLOPs: 32.36 | 7: iteration 30550/ 60336 | consumed samples: 7820800 | consumed tokens: 16016998400 | elapsed time per iteration (s): 0.37 | learning rate: 1.096E-04 | global batch size: 256 | lm loss: 3.138278E+00 | grad norm: 0.261 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.975 | TFLOPs: 32.39 | 7: iteration 30560/ 60336 | consumed samples: 7823360 | consumed tokens: 16022241280 | elapsed time per iteration (s): 0.37 | learning rate: 1.096E-04 | global batch size: 256 | lm loss: 3.150069E+00 | grad norm: 0.304 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.212 | TFLOPs: 32.36 | 7: iteration 30570/ 60336 | consumed samples: 7825920 | consumed tokens: 16027484160 | elapsed time per iteration (s): 0.37 | learning rate: 1.095E-04 | global batch size: 256 | lm loss: 3.142158E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.602 | TFLOPs: 32.37 | 7: iteration 30580/ 60336 | consumed samples: 7828480 | consumed tokens: 16032727040 | elapsed time per iteration (s): 0.37 | learning rate: 1.095E-04 | global batch size: 256 | lm loss: 3.146181E+00 | grad norm: 0.286 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.768 | TFLOPs: 32.38 | 7: iteration 30590/ 60336 | consumed samples: 7831040 | consumed tokens: 16037969920 | elapsed time per iteration (s): 0.37 | learning rate: 1.094E-04 | global batch size: 256 | lm loss: 3.147882E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.923 | TFLOPs: 32.39 | 7: iteration 30600/ 60336 | consumed samples: 7833600 | consumed tokens: 16043212800 | elapsed time per iteration (s): 0.37 | learning rate: 1.094E-04 | global batch size: 256 | lm loss: 3.153666E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 686.409 | TFLOPs: 32.04 | 7: iteration 30610/ 60336 | consumed samples: 7836160 | consumed tokens: 16048455680 | elapsed time per iteration (s): 0.37 | learning rate: 1.093E-04 | global batch size: 256 | lm loss: 3.155098E+00 | grad norm: 0.255 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.728 | TFLOPs: 32.33 | 7: iteration 30620/ 60336 | consumed samples: 7838720 | consumed tokens: 16053698560 | elapsed time per iteration (s): 0.37 | learning rate: 1.093E-04 | global batch size: 256 | lm loss: 3.145354E+00 | grad norm: 0.268 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.069 | TFLOPs: 32.40 | 7: iteration 30630/ 60336 | consumed samples: 7841280 | consumed tokens: 16058941440 | elapsed time per iteration (s): 0.38 | learning rate: 1.092E-04 | global batch size: 256 | lm loss: 3.143739E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 670.734 | TFLOPs: 31.31 | 7: iteration 30640/ 60336 | consumed samples: 7843840 | consumed tokens: 16064184320 | elapsed time per iteration (s): 0.37 | learning rate: 1.092E-04 | global batch size: 256 | lm loss: 3.131144E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.948 | TFLOPs: 32.39 | 7: iteration 30650/ 60336 | consumed samples: 7846400 | consumed tokens: 16069427200 | elapsed time per iteration (s): 0.37 | learning rate: 1.091E-04 | global batch size: 256 | lm loss: 3.143596E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.969 | TFLOPs: 32.39 | 7: iteration 30660/ 60336 | consumed samples: 7848960 | consumed tokens: 16074670080 | elapsed time per iteration (s): 0.37 | learning rate: 1.091E-04 | global batch size: 256 | lm loss: 3.139032E+00 | grad norm: 0.283 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.249 | TFLOPs: 32.40 | 7: iteration 30670/ 60336 | consumed samples: 7851520 | consumed tokens: 16079912960 | elapsed time per iteration (s): 0.37 | learning rate: 1.091E-04 | global batch size: 256 | lm loss: 3.164342E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.844 | TFLOPs: 32.39 | 7: iteration 30680/ 60336 | consumed samples: 7854080 | consumed tokens: 16085155840 | elapsed time per iteration (s): 0.37 | learning rate: 1.090E-04 | global batch size: 256 | lm loss: 3.146675E+00 | grad norm: 0.248 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.159 | TFLOPs: 32.40 | 7: iteration 30690/ 60336 | consumed samples: 7856640 | consumed tokens: 16090398720 | elapsed time per iteration (s): 0.37 | learning rate: 1.090E-04 | global batch size: 256 | lm loss: 3.149671E+00 | grad norm: 0.267 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.591 | TFLOPs: 32.37 | 7: iteration 30700/ 60336 | consumed samples: 7859200 | consumed tokens: 16095641600 | elapsed time per iteration (s): 0.37 | learning rate: 1.089E-04 | global batch size: 256 | lm loss: 3.125907E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.021 | TFLOPs: 32.39 | 7: iteration 30710/ 60336 | consumed samples: 7861760 | consumed tokens: 16100884480 | elapsed time per iteration (s): 0.37 | learning rate: 1.089E-04 | global batch size: 256 | lm loss: 3.146061E+00 | grad norm: 0.279 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.353 | TFLOPs: 32.41 | 7: iteration 30720/ 60336 | consumed samples: 7864320 | consumed tokens: 16106127360 | elapsed time per iteration (s): 0.37 | learning rate: 1.088E-04 | global batch size: 256 | lm loss: 3.136497E+00 | grad norm: 0.275 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.197 | TFLOPs: 32.40 | 7: iteration 30730/ 60336 | consumed samples: 7866880 | consumed tokens: 16111370240 | elapsed time per iteration (s): 0.37 | learning rate: 1.088E-04 | global batch size: 256 | lm loss: 3.144006E+00 | grad norm: 0.252 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.129 | TFLOPs: 32.40 | 7: iteration 30740/ 60336 | consumed samples: 7869440 | consumed tokens: 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consumed samples: 7877120 | consumed tokens: 16132341760 | elapsed time per iteration (s): 0.37 | learning rate: 1.086E-04 | global batch size: 256 | lm loss: 3.156265E+00 | grad norm: 0.280 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.466 | TFLOPs: 32.42 | 7: iteration 30780/ 60336 | consumed samples: 7879680 | consumed tokens: 16137584640 | elapsed time per iteration (s): 0.37 | learning rate: 1.085E-04 | global batch size: 256 | lm loss: 3.141919E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.371 | TFLOPs: 32.41 | 7: iteration 30790/ 60336 | consumed samples: 7882240 | consumed tokens: 16142827520 | elapsed time per iteration (s): 0.37 | learning rate: 1.085E-04 | global batch size: 256 | lm loss: 3.131719E+00 | grad norm: 0.282 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.799 | 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iterations: 0 | samples per second: 694.178 | TFLOPs: 32.40 | 7: iteration 30830/ 60336 | consumed samples: 7892480 | consumed tokens: 16163799040 | elapsed time per iteration (s): 0.37 | learning rate: 1.083E-04 | global batch size: 256 | lm loss: 3.165690E+00 | grad norm: 0.275 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.059 | TFLOPs: 32.40 | 7: iteration 30840/ 60336 | consumed samples: 7895040 | consumed tokens: 16169041920 | elapsed time per iteration (s): 0.37 | learning rate: 1.082E-04 | global batch size: 256 | lm loss: 3.146773E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.767 | TFLOPs: 32.38 | 7: iteration 30850/ 60336 | consumed samples: 7897600 | consumed tokens: 16174284800 | elapsed time per iteration (s): 0.38 | learning rate: 1.082E-04 | global batch size: 256 | lm loss: 3.142023E+00 | grad norm: 0.288 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 674.718 | TFLOPs: 31.49 | 7: iteration 30860/ 60336 | consumed samples: 7900160 | consumed tokens: 16179527680 | elapsed time per iteration (s): 0.37 | learning rate: 1.082E-04 | global batch size: 256 | lm loss: 3.147035E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.144 | TFLOPs: 32.40 | 7: iteration 30870/ 60336 | consumed samples: 7902720 | consumed tokens: 16184770560 | elapsed time per iteration (s): 0.37 | learning rate: 1.081E-04 | global batch size: 256 | lm loss: 3.147012E+00 | grad norm: 0.284 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.565 | TFLOPs: 32.23 | 7: iteration 30880/ 60336 | consumed samples: 7905280 | consumed tokens: 16190013440 | elapsed time per iteration (s): 0.37 | learning rate: 1.081E-04 | global batch size: 256 | lm loss: 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1.079E-04 | global batch size: 256 | lm loss: 3.153280E+00 | grad norm: 0.296 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.023 | TFLOPs: 32.25 | 7: iteration 30920/ 60336 | consumed samples: 7915520 | consumed tokens: 16210984960 | elapsed time per iteration (s): 0.37 | learning rate: 1.079E-04 | global batch size: 256 | lm loss: 3.148855E+00 | grad norm: 0.300 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.707 | TFLOPs: 32.10 | 7: iteration 30930/ 60336 | consumed samples: 7918080 | consumed tokens: 16216227840 | elapsed time per iteration (s): 0.37 | learning rate: 1.078E-04 | global batch size: 256 | lm loss: 3.143537E+00 | grad norm: 0.273 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.530 | TFLOPs: 32.09 | 7: iteration 30940/ 60336 | consumed samples: 7920640 | consumed tokens: 16221470720 | elapsed time per iteration (s): 0.37 | learning rate: 1.078E-04 | global batch size: 256 | lm loss: 3.141922E+00 | grad norm: 0.309 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.176 | TFLOPs: 32.40 | 7: iteration 30950/ 60336 | consumed samples: 7923200 | consumed tokens: 16226713600 | elapsed time per iteration (s): 0.37 | learning rate: 1.077E-04 | global batch size: 256 | lm loss: 3.135415E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.541 | TFLOPs: 32.37 | 7: iteration 30960/ 60336 | consumed samples: 7925760 | consumed tokens: 16231956480 | elapsed time per iteration (s): 0.37 | learning rate: 1.077E-04 | global batch size: 256 | lm loss: 3.135868E+00 | grad norm: 0.293 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.604 | TFLOPs: 32.37 | 7: iteration 30970/ 60336 | consumed samples: 7928320 | consumed tokens: 16237199360 | elapsed time per iteration (s): 0.37 | learning rate: 1.076E-04 | global batch size: 256 | lm loss: 3.134415E+00 | grad norm: 0.295 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.869 | TFLOPs: 32.39 | 7: iteration 30980/ 60336 | consumed samples: 7930880 | consumed tokens: 16242442240 | elapsed time per iteration (s): 0.37 | learning rate: 1.076E-04 | global batch size: 256 | lm loss: 3.144478E+00 | grad norm: 0.283 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.126 | TFLOPs: 32.40 | 7: iteration 30990/ 60336 | consumed samples: 7933440 | consumed tokens: 16247685120 | elapsed time per iteration (s): 0.37 | learning rate: 1.075E-04 | global batch size: 256 | lm loss: 3.146133E+00 | grad norm: 0.271 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.774 | TFLOPs: 32.38 | 7: iteration 31000/ 60336 | consumed samples: 7936000 | consumed tokens: 16252928000 | elapsed time per iteration (s): 0.37 | learning rate: 1.075E-04 | global batch size: 256 | lm loss: 3.144699E+00 | grad norm: 0.276 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.067 | TFLOPs: 32.40 | 7: ------------------------------------------------------------------------------------------------ 7: validation loss at iteration 31000 | lm loss value: 3.776043E+00 | lm loss PPL: 4.364301E+01 | 7: ------------------------------------------------------------------------------------------------ 0: saving checkpoint at iteration 31000 to checkpoints_146m32b100m 0: [2023-03-16 13:14:21,542] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step31000 is begin to save! 0: [2023-03-16 13:14:21,546] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100m/global_step31000/layer_01-model_00-model_states.pt... 0: [2023-03-16 13:14:21,633] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step31000/layer_01-model_00-model_states.pt. 0: [2023-03-16 13:14:21,634] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100m/global_step31000/layer_03-model_00-model_states.pt... 0: [2023-03-16 13:14:21,650] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step31000/layer_03-model_00-model_states.pt. 0: [2023-03-16 13:14:21,651] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100m/global_step31000/layer_04-model_00-model_states.pt... 0: [2023-03-16 13:14:21,665] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step31000/layer_04-model_00-model_states.pt. 0: [2023-03-16 13:14:21,666] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100m/global_step31000/layer_05-model_00-model_states.pt... 0: 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checkpoints_146m32b100m/global_step31000/bf16_zero_pp_rank_34_mp_rank_00_optim_states.pt. 4: [2023-03-16 13:14:21,963] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step31000/bf16_zero_pp_rank_33_mp_rank_00_optim_states.pt. 4: [2023-03-16 13:14:21,963] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step31000/bf16_zero_pp_rank_32_mp_rank_00_optim_states.pt. 4: [2023-03-16 13:14:21,963] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step31000/bf16_zero_pp_rank_38_mp_rank_00_optim_states.pt. 4: [2023-03-16 13:14:21,963] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step31000/bf16_zero_pp_rank_35_mp_rank_00_optim_states.pt. 4: [2023-03-16 13:14:21,963] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step31000/bf16_zero_pp_rank_37_mp_rank_00_optim_states.pt. 4: [2023-03-16 13:14:21,963] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step31000/bf16_zero_pp_rank_39_mp_rank_00_optim_states.pt 4: [2023-03-16 13:14:21,963] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step31000/bf16_zero_pp_rank_34_mp_rank_00_optim_states.pt 4: [2023-03-16 13:14:21,963] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step31000/bf16_zero_pp_rank_32_mp_rank_00_optim_states.pt 4: [2023-03-16 13:14:21,963] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step31000/bf16_zero_pp_rank_33_mp_rank_00_optim_states.pt 4: [2023-03-16 13:14:21,963] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step31000/bf16_zero_pp_rank_38_mp_rank_00_optim_states.pt 4: [2023-03-16 13:14:21,963] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step31000/bf16_zero_pp_rank_35_mp_rank_00_optim_states.pt 4: [2023-03-16 13:14:21,964] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step31000/bf16_zero_pp_rank_37_mp_rank_00_optim_states.pt 4: [2023-03-16 13:14:21,964] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step31000 is ready now! 4: [2023-03-16 13:14:21,964] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step31000 is ready now! 4: [2023-03-16 13:14:21,964] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step31000 is ready now! 4: [2023-03-16 13:14:21,964] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step31000 is ready now! 4: [2023-03-16 13:14:21,964] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step31000 is ready now! 4: [2023-03-16 13:14:21,964] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step31000 is ready now! 4: [2023-03-16 13:14:21,964] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step31000 is ready now! 4: [2023-03-16 13:14:21,963] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step31000/bf16_zero_pp_rank_36_mp_rank_00_optim_states.pt. 4: [2023-03-16 13:14:21,964] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step31000/bf16_zero_pp_rank_36_mp_rank_00_optim_states.pt 4: [2023-03-16 13:14:21,964] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step31000 is ready now! 0: successfully saved checkpoint at iteration 31000 to checkpoints_146m32b100m 7: time (ms) | save-checkpoint: 436.11 7: iteration 31010/ 60336 | consumed samples: 7938560 | consumed tokens: 16258170880 | elapsed time per iteration (s): 0.42 | learning rate: 1.074E-04 | global batch size: 256 | lm loss: 3.157098E+00 | grad norm: 0.276 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 605.613 | TFLOPs: 28.27 | 7: iteration 31020/ 60336 | consumed samples: 7941120 | consumed tokens: 16263413760 | elapsed time per iteration (s): 0.37 | learning rate: 1.074E-04 | global batch size: 256 | lm loss: 3.139072E+00 | grad norm: 0.271 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.696 | TFLOPs: 32.38 | 7: iteration 31030/ 60336 | consumed samples: 7943680 | consumed tokens: 16268656640 | elapsed time per iteration (s): 0.37 | learning rate: 1.073E-04 | global batch size: 256 | lm loss: 3.148034E+00 | grad norm: 0.276 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.941 | TFLOPs: 32.34 | 7: iteration 31040/ 60336 | consumed samples: 7946240 | consumed tokens: 16273899520 | elapsed time per iteration (s): 0.37 | learning rate: 1.073E-04 | global batch size: 256 | lm loss: 3.132796E+00 | grad norm: 0.261 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.104 | TFLOPs: 32.30 | 7: iteration 31050/ 60336 | consumed samples: 7948800 | consumed tokens: 16279142400 | elapsed time per iteration (s): 0.37 | learning rate: 1.073E-04 | global batch size: 256 | lm loss: 3.144130E+00 | grad norm: 0.276 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.547 | TFLOPs: 32.23 | 7: iteration 31060/ 60336 | consumed samples: 7951360 | consumed tokens: 16284385280 | elapsed time per iteration (s): 0.37 | learning rate: 1.072E-04 | global batch size: 256 | lm loss: 3.125063E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.812 | TFLOPs: 32.24 | 7: iteration 31070/ 60336 | consumed samples: 7953920 | consumed tokens: 16289628160 | elapsed time per iteration (s): 0.37 | learning rate: 1.072E-04 | global batch size: 256 | lm loss: 3.162164E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.267 | TFLOPs: 32.36 | 7: iteration 31080/ 60336 | consumed samples: 7956480 | consumed tokens: 16294871040 | elapsed time per iteration (s): 0.37 | learning rate: 1.071E-04 | global batch size: 256 | lm loss: 3.159272E+00 | grad norm: 0.267 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.310 | TFLOPs: 32.36 | 7: iteration 31090/ 60336 | consumed samples: 7959040 | consumed tokens: 16300113920 | elapsed time per iteration (s): 0.37 | learning rate: 1.071E-04 | global batch size: 256 | lm loss: 3.144527E+00 | grad norm: 0.288 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.277 | TFLOPs: 32.27 | 7: iteration 31100/ 60336 | consumed samples: 7961600 | consumed tokens: 16305356800 | elapsed time per iteration (s): 0.37 | learning rate: 1.070E-04 | global batch size: 256 | lm loss: 3.145621E+00 | grad norm: 0.248 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.623 | TFLOPs: 32.38 | 7: iteration 31110/ 60336 | consumed samples: 7964160 | consumed tokens: 16310599680 | elapsed time per iteration (s): 0.37 | learning rate: 1.070E-04 | global batch size: 256 | lm loss: 3.148310E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.466 | TFLOPs: 32.37 | 7: iteration 31120/ 60336 | consumed samples: 7966720 | consumed tokens: 16315842560 | elapsed time per iteration (s): 0.37 | learning rate: 1.069E-04 | global batch size: 256 | lm loss: 3.135942E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.573 | TFLOPs: 32.37 | 7: iteration 31130/ 60336 | consumed samples: 7969280 | consumed tokens: 16321085440 | elapsed time per iteration (s): 0.37 | learning rate: 1.069E-04 | global batch size: 256 | lm loss: 3.139000E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.743 | TFLOPs: 32.38 | 7: iteration 31140/ 60336 | consumed samples: 7971840 | consumed tokens: 16326328320 | elapsed time per iteration (s): 0.37 | learning rate: 1.068E-04 | global batch size: 256 | lm loss: 3.146162E+00 | grad norm: 0.268 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.653 | TFLOPs: 32.19 | 7: iteration 31150/ 60336 | consumed samples: 7974400 | consumed tokens: 16331571200 | elapsed time per iteration (s): 0.37 | learning rate: 1.068E-04 | global batch size: 256 | lm loss: 3.140797E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.894 | TFLOPs: 32.39 | 7: iteration 31160/ 60336 | consumed samples: 7976960 | consumed tokens: 16336814080 | elapsed time per iteration (s): 0.37 | learning rate: 1.067E-04 | global batch size: 256 | lm loss: 3.139374E+00 | grad norm: 0.300 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.238 | TFLOPs: 32.40 | 7: iteration 31170/ 60336 | consumed samples: 7979520 | consumed tokens: 16342056960 | elapsed time per iteration (s): 0.37 | learning rate: 1.067E-04 | global batch size: 256 | lm loss: 3.131715E+00 | grad norm: 0.288 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.956 | TFLOPs: 32.39 | 7: iteration 31180/ 60336 | consumed samples: 7982080 | consumed tokens: 16347299840 | elapsed time per iteration (s): 0.37 | learning rate: 1.066E-04 | global batch size: 256 | lm loss: 3.148023E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.688 | TFLOPs: 32.24 | 7: iteration 31190/ 60336 | consumed samples: 7984640 | consumed tokens: 16352542720 | elapsed time per iteration (s): 0.37 | learning rate: 1.066E-04 | global batch size: 256 | lm loss: 3.147670E+00 | grad norm: 0.260 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 685.197 | TFLOPs: 31.98 | 7: iteration 31200/ 60336 | consumed samples: 7987200 | consumed tokens: 16357785600 | elapsed time per iteration (s): 0.37 | learning rate: 1.065E-04 | global batch size: 256 | lm loss: 3.161846E+00 | grad norm: 0.308 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.823 | TFLOPs: 32.11 | 7: iteration 31210/ 60336 | consumed samples: 7989760 | consumed tokens: 16363028480 | elapsed time per iteration (s): 0.37 | learning rate: 1.065E-04 | global batch size: 256 | lm loss: 3.143327E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.086 | TFLOPs: 32.07 | 7: iteration 31220/ 60336 | consumed samples: 7992320 | consumed tokens: 16368271360 | elapsed time per iteration (s): 0.37 | learning rate: 1.064E-04 | global batch size: 256 | lm loss: 3.130977E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 686.569 | TFLOPs: 32.05 | 7: iteration 31230/ 60336 | consumed samples: 7994880 | consumed tokens: 16373514240 | elapsed time per iteration (s): 0.37 | learning rate: 1.064E-04 | global batch size: 256 | lm loss: 3.138812E+00 | grad norm: 0.267 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 686.647 | TFLOPs: 32.05 | 7: iteration 31240/ 60336 | consumed samples: 7997440 | consumed tokens: 16378757120 | elapsed time per iteration (s): 0.38 | learning rate: 1.064E-04 | global batch size: 256 | lm loss: 3.129431E+00 | grad norm: 0.290 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 677.837 | TFLOPs: 31.64 | 7: iteration 31250/ 60336 | consumed samples: 8000000 | consumed tokens: 16384000000 | elapsed time per iteration (s): 0.38 | learning rate: 1.063E-04 | global batch size: 256 | lm loss: 3.149109E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 675.347 | TFLOPs: 31.52 | 7: iteration 31260/ 60336 | consumed samples: 8002560 | consumed tokens: 16389242880 | elapsed time per iteration (s): 0.38 | learning rate: 1.063E-04 | global batch size: 256 | lm loss: 3.158122E+00 | grad norm: 0.260 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 675.700 | TFLOPs: 31.54 | 7: iteration 31270/ 60336 | consumed samples: 8005120 | consumed tokens: 16394485760 | elapsed time per iteration (s): 0.37 | learning rate: 1.062E-04 | global batch size: 256 | lm loss: 3.141281E+00 | grad norm: 0.261 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.361 | TFLOPs: 32.18 | 7: iteration 31280/ 60336 | consumed samples: 8007680 | consumed tokens: 16399728640 | elapsed time per iteration (s): 0.37 | learning rate: 1.062E-04 | global batch size: 256 | lm loss: 3.136484E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 685.971 | TFLOPs: 32.02 | 7: iteration 31290/ 60336 | consumed samples: 8010240 | consumed tokens: 16404971520 | elapsed time per iteration (s): 0.38 | learning rate: 1.061E-04 | global batch size: 256 | lm loss: 3.139195E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 668.230 | TFLOPs: 31.19 | 7: iteration 31300/ 60336 | consumed samples: 8012800 | consumed tokens: 16410214400 | elapsed time per iteration (s): 0.39 | learning rate: 1.061E-04 | global batch size: 256 | lm loss: 3.143550E+00 | grad norm: 0.256 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 656.431 | TFLOPs: 30.64 | 7: iteration 31310/ 60336 | consumed samples: 8015360 | consumed tokens: 16415457280 | elapsed time per iteration (s): 0.38 | learning rate: 1.060E-04 | global batch size: 256 | lm loss: 3.137760E+00 | grad norm: 0.275 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 669.192 | TFLOPs: 31.24 | 7: iteration 31320/ 60336 | consumed samples: 8017920 | consumed tokens: 16420700160 | elapsed time per iteration (s): 0.38 | learning rate: 1.060E-04 | global batch size: 256 | lm loss: 3.149365E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 678.824 | TFLOPs: 31.68 | 7: iteration 31330/ 60336 | consumed samples: 8020480 | consumed tokens: 16425943040 | elapsed time per iteration (s): 0.38 | learning rate: 1.059E-04 | global batch size: 256 | lm loss: 3.129655E+00 | grad norm: 0.260 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 672.881 | TFLOPs: 31.41 | 7: iteration 31340/ 60336 | consumed samples: 8023040 | consumed tokens: 16431185920 | elapsed time per iteration (s): 0.37 | learning rate: 1.059E-04 | global batch size: 256 | lm loss: 3.146402E+00 | grad norm: 0.267 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 686.336 | TFLOPs: 32.04 | 7: iteration 31350/ 60336 | consumed samples: 8025600 | consumed tokens: 16436428800 | elapsed time per iteration (s): 0.37 | learning rate: 1.058E-04 | global batch size: 256 | lm loss: 3.139869E+00 | grad norm: 0.280 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.156 | TFLOPs: 32.12 | 7: iteration 31360/ 60336 | consumed samples: 8028160 | consumed tokens: 16441671680 | elapsed time per iteration (s): 0.37 | learning rate: 1.058E-04 | global batch size: 256 | lm loss: 3.159839E+00 | grad norm: 0.293 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 683.048 | TFLOPs: 31.88 | 7: iteration 31370/ 60336 | consumed samples: 8030720 | consumed tokens: 16446914560 | elapsed time per iteration (s): 0.38 | learning rate: 1.057E-04 | global batch size: 256 | lm loss: 3.148291E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 667.804 | TFLOPs: 31.17 | 7: iteration 31380/ 60336 | consumed samples: 8033280 | consumed tokens: 16452157440 | elapsed time per iteration (s): 0.38 | learning rate: 1.057E-04 | global batch size: 256 | lm loss: 3.136416E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 672.191 | TFLOPs: 31.38 | 7: iteration 31390/ 60336 | consumed samples: 8035840 | consumed tokens: 16457400320 | elapsed time per iteration (s): 0.38 | learning rate: 1.056E-04 | global batch size: 256 | lm loss: 3.139107E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 679.557 | TFLOPs: 31.72 | 7: iteration 31400/ 60336 | consumed samples: 8038400 | consumed tokens: 16462643200 | elapsed time per iteration (s): 0.38 | learning rate: 1.056E-04 | global batch size: 256 | lm loss: 3.143665E+00 | grad norm: 0.261 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 672.697 | TFLOPs: 31.40 | 7: iteration 31410/ 60336 | consumed samples: 8040960 | consumed tokens: 16467886080 | elapsed time per iteration (s): 0.37 | learning rate: 1.056E-04 | global batch size: 256 | lm loss: 3.141369E+00 | grad norm: 0.301 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.849 | TFLOPs: 32.20 | 7: iteration 31420/ 60336 | consumed samples: 8043520 | consumed tokens: 16473128960 | elapsed time per iteration (s): 0.37 | learning rate: 1.055E-04 | global batch size: 256 | lm loss: 3.145946E+00 | grad norm: 0.260 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 683.034 | TFLOPs: 31.88 | 7: iteration 31430/ 60336 | consumed samples: 8046080 | consumed tokens: 16478371840 | elapsed time per iteration (s): 0.38 | learning rate: 1.055E-04 | global batch size: 256 | lm loss: 3.135223E+00 | grad norm: 0.268 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 678.079 | TFLOPs: 31.65 | 7: iteration 31440/ 60336 | consumed samples: 8048640 | consumed tokens: 16483614720 | elapsed time per iteration (s): 0.37 | learning rate: 1.054E-04 | global batch size: 256 | lm loss: 3.138857E+00 | grad norm: 0.283 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 684.800 | TFLOPs: 31.96 | 7: iteration 31450/ 60336 | consumed samples: 8051200 | consumed tokens: 16488857600 | elapsed time per iteration (s): 0.37 | learning rate: 1.054E-04 | global batch size: 256 | lm loss: 3.140266E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 684.670 | TFLOPs: 31.96 | 7: iteration 31460/ 60336 | consumed samples: 8053760 | consumed tokens: 16494100480 | elapsed time per iteration (s): 0.37 | learning rate: 1.053E-04 | global batch size: 256 | lm loss: 3.141890E+00 | grad norm: 0.263 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 684.274 | TFLOPs: 31.94 | 7: iteration 31470/ 60336 | consumed samples: 8056320 | consumed tokens: 16499343360 | elapsed time per iteration (s): 0.37 | learning rate: 1.053E-04 | global batch size: 256 | lm loss: 3.136573E+00 | grad norm: 0.263 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.395 | TFLOPs: 32.09 | 7: iteration 31480/ 60336 | consumed samples: 8058880 | consumed tokens: 16504586240 | elapsed time per iteration (s): 0.37 | learning rate: 1.052E-04 | global batch size: 256 | lm loss: 3.137473E+00 | grad norm: 0.283 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.665 | TFLOPs: 32.42 | 7: iteration 31490/ 60336 | consumed samples: 8061440 | consumed tokens: 16509829120 | elapsed time per iteration (s): 0.38 | learning rate: 1.052E-04 | global batch size: 256 | lm loss: 3.146465E+00 | grad norm: 0.268 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 682.224 | TFLOPs: 31.84 | 7: iteration 31500/ 60336 | consumed samples: 8064000 | consumed tokens: 16515072000 | elapsed time per iteration (s): 0.38 | learning rate: 1.051E-04 | global batch size: 256 | lm loss: 3.146572E+00 | grad norm: 0.308 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 682.342 | TFLOPs: 31.85 | 7: iteration 31510/ 60336 | consumed samples: 8066560 | consumed tokens: 16520314880 | elapsed time per iteration (s): 0.37 | learning rate: 1.051E-04 | global batch size: 256 | lm loss: 3.137648E+00 | grad norm: 0.267 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 683.803 | TFLOPs: 31.92 | 7: iteration 31520/ 60336 | consumed samples: 8069120 | consumed tokens: 16525557760 | elapsed time per iteration (s): 0.38 | learning rate: 1.050E-04 | global batch size: 256 | lm loss: 3.141044E+00 | grad norm: 0.260 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 673.845 | TFLOPs: 31.45 | 7: iteration 31530/ 60336 | 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iterations: 0 | samples per second: 693.908 | TFLOPs: 32.39 | 7: iteration 31590/ 60336 | consumed samples: 8087040 | consumed tokens: 16562257920 | elapsed time per iteration (s): 0.38 | learning rate: 1.047E-04 | global batch size: 256 | lm loss: 3.143315E+00 | grad norm: 0.275 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 681.311 | TFLOPs: 31.80 | 7: iteration 31600/ 60336 | consumed samples: 8089600 | consumed tokens: 16567500800 | elapsed time per iteration (s): 0.38 | learning rate: 1.047E-04 | global batch size: 256 | lm loss: 3.150176E+00 | grad norm: 0.252 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 680.558 | TFLOPs: 31.77 | 7: iteration 31610/ 60336 | consumed samples: 8092160 | consumed tokens: 16572743680 | elapsed time per iteration (s): 0.37 | learning rate: 1.046E-04 | global batch size: 256 | lm loss: 3.144848E+00 | grad norm: 0.273 | num zeros: 0.0 | 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3.148316E+00 | grad norm: 0.291 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.226 | TFLOPs: 32.40 | 7: iteration 31650/ 60336 | consumed samples: 8102400 | consumed tokens: 16593715200 | elapsed time per iteration (s): 0.37 | learning rate: 1.044E-04 | global batch size: 256 | lm loss: 3.141740E+00 | grad norm: 0.271 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.205 | TFLOPs: 32.36 | 7: iteration 31660/ 60336 | consumed samples: 8104960 | consumed tokens: 16598958080 | elapsed time per iteration (s): 0.37 | learning rate: 1.044E-04 | global batch size: 256 | lm loss: 3.140126E+00 | grad norm: 0.274 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.631 | TFLOPs: 32.33 | 7: iteration 31670/ 60336 | consumed samples: 8107520 | consumed tokens: 16604200960 | elapsed time per iteration (s): 0.37 | learning rate: 1.043E-04 | global batch size: 256 | lm loss: 3.147895E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.341 | TFLOPs: 32.41 | 7: iteration 31680/ 60336 | consumed samples: 8110080 | consumed tokens: 16609443840 | elapsed time per iteration (s): 0.37 | learning rate: 1.043E-04 | global batch size: 256 | lm loss: 3.143476E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.390 | TFLOPs: 32.41 | 7: iteration 31690/ 60336 | consumed samples: 8112640 | consumed tokens: 16614686720 | elapsed time per iteration (s): 0.37 | learning rate: 1.042E-04 | global batch size: 256 | lm loss: 3.143278E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.375 | TFLOPs: 32.41 | 7: iteration 31700/ 60336 | consumed samples: 8115200 | consumed tokens: 16619929600 | elapsed time per iteration (s): 0.37 | learning rate: 1.042E-04 | global batch size: 256 | lm loss: 3.149779E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.596 | TFLOPs: 32.42 | 7: iteration 31710/ 60336 | consumed samples: 8117760 | consumed tokens: 16625172480 | elapsed time per iteration (s): 0.37 | learning rate: 1.041E-04 | global batch size: 256 | lm loss: 3.138251E+00 | grad norm: 0.256 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.364 | TFLOPs: 32.41 | 7: iteration 31720/ 60336 | consumed samples: 8120320 | consumed tokens: 16630415360 | elapsed time per iteration (s): 0.37 | learning rate: 1.041E-04 | global batch size: 256 | lm loss: 3.136916E+00 | grad norm: 0.283 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.085 | TFLOPs: 32.40 | 7: iteration 31730/ 60336 | consumed samples: 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0.260 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.471 | TFLOPs: 32.37 | 7: iteration 31850/ 60336 | consumed samples: 8153600 | consumed tokens: 16698572800 | elapsed time per iteration (s): 0.37 | learning rate: 1.035E-04 | global batch size: 256 | lm loss: 3.132778E+00 | grad norm: 0.282 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.595 | TFLOPs: 32.37 | 7: iteration 31860/ 60336 | consumed samples: 8156160 | consumed tokens: 16703815680 | elapsed time per iteration (s): 0.37 | learning rate: 1.034E-04 | global batch size: 256 | lm loss: 3.141930E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.834 | TFLOPs: 32.39 | 7: iteration 31870/ 60336 | consumed samples: 8158720 | consumed tokens: 16709058560 | elapsed time per iteration (s): 0.37 | learning rate: 1.034E-04 | global batch size: 256 | lm loss: 3.130675E+00 | grad norm: 0.261 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.953 | TFLOPs: 32.39 | 7: iteration 31880/ 60336 | consumed samples: 8161280 | consumed tokens: 16714301440 | elapsed time per iteration (s): 0.37 | learning rate: 1.033E-04 | global batch size: 256 | lm loss: 3.132035E+00 | grad norm: 0.271 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.819 | TFLOPs: 32.38 | 7: iteration 31890/ 60336 | consumed samples: 8163840 | consumed tokens: 16719544320 | elapsed time per iteration (s): 0.37 | learning rate: 1.033E-04 | global batch size: 256 | lm loss: 3.148901E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.260 | TFLOPs: 32.41 | 7: iteration 31900/ 60336 | consumed samples: 8166400 | consumed tokens: 16724787200 | elapsed time per iteration (s): 0.37 | learning rate: 1.032E-04 | global batch size: 256 | lm loss: 3.143194E+00 | grad norm: 0.261 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.886 | TFLOPs: 32.39 | 7: iteration 31910/ 60336 | consumed samples: 8168960 | consumed tokens: 16730030080 | elapsed time per iteration (s): 0.37 | learning rate: 1.032E-04 | global batch size: 256 | lm loss: 3.141516E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.571 | TFLOPs: 32.37 | 7: iteration 31920/ 60336 | consumed samples: 8171520 | consumed tokens: 16735272960 | elapsed time per iteration (s): 0.37 | learning rate: 1.031E-04 | global batch size: 256 | lm loss: 3.143254E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.916 | TFLOPs: 32.39 | 7: iteration 31930/ 60336 | consumed samples: 8174080 | consumed tokens: 16740515840 | elapsed time per iteration (s): 0.37 | learning rate: 1.031E-04 | global batch size: 256 | lm loss: 3.133389E+00 | grad norm: 0.273 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.282 | TFLOPs: 32.41 | 7: iteration 31940/ 60336 | consumed samples: 8176640 | consumed tokens: 16745758720 | elapsed time per iteration (s): 0.37 | learning rate: 1.030E-04 | global batch size: 256 | lm loss: 3.142622E+00 | grad norm: 0.256 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.790 | TFLOPs: 32.38 | 7: iteration 31950/ 60336 | consumed samples: 8179200 | consumed tokens: 16751001600 | elapsed time per iteration (s): 0.37 | learning rate: 1.030E-04 | global batch size: 256 | lm loss: 3.130668E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.313 | TFLOPs: 32.36 | 7: iteration 31960/ 60336 | consumed samples: 8181760 | consumed tokens: 16756244480 | elapsed time per iteration (s): 0.37 | learning rate: 1.030E-04 | global batch size: 256 | lm loss: 3.149463E+00 | grad norm: 0.293 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.637 | TFLOPs: 32.33 | 7: iteration 31970/ 60336 | consumed samples: 8184320 | consumed tokens: 16761487360 | elapsed time per iteration (s): 0.37 | learning rate: 1.029E-04 | global batch size: 256 | lm loss: 3.140843E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.787 | TFLOPs: 32.38 | 7: iteration 31980/ 60336 | consumed samples: 8186880 | consumed tokens: 16766730240 | elapsed time per iteration (s): 0.37 | learning rate: 1.029E-04 | global batch size: 256 | lm loss: 3.123697E+00 | grad norm: 0.261 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.179 | TFLOPs: 32.40 | 7: iteration 31990/ 60336 | consumed samples: 8189440 | consumed tokens: 16771973120 | elapsed time per iteration (s): 0.37 | learning rate: 1.028E-04 | global batch size: 256 | lm loss: 3.143422E+00 | grad norm: 0.279 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.902 | TFLOPs: 32.39 | 0: [2023-03-16 13:20:33,865] [INFO] [logging.py:68:log_dist] [Rank 0] step=32000, skipped=0, lr=[0.00010276425973599967, 0.00010276425973599967, 0.00010276425973599967], mom=[(0.9, 0.999), (0.9, 0.999), (0.9, 0.999)] 7: iteration 32000/ 60336 | consumed samples: 8192000 | consumed tokens: 16777216000 | elapsed time per iteration (s): 0.37 | learning rate: 1.028E-04 | global batch size: 256 | lm loss: 3.140837E+00 | grad norm: 0.268 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.547 | TFLOPs: 32.37 | 0: steps: 32000 loss: 3.1348 iter time (s): 0.368 samples/sec: 694.799 7: ------------------------------------------------------------------------------------------------ 7: validation loss at iteration 32000 | lm loss value: 3.757140E+00 | lm loss PPL: 4.282576E+01 | 7: ------------------------------------------------------------------------------------------------ 0: saving checkpoint at iteration 32000 to checkpoints_146m32b100m 0: [2023-03-16 13:20:34,051] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step32000 is begin to save! 0: [2023-03-16 13:20:34,056] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100m/global_step32000/layer_01-model_00-model_states.pt... 0: [2023-03-16 13:20:34,150] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step32000/layer_01-model_00-model_states.pt. 0: [2023-03-16 13:20:34,151] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100m/global_step32000/layer_03-model_00-model_states.pt... 0: [2023-03-16 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1: [2023-03-16 13:20:34,472] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step32000/bf16_zero_pp_rank_14_mp_rank_00_optim_states.pt 1: [2023-03-16 13:20:34,472] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step32000/bf16_zero_pp_rank_10_mp_rank_00_optim_states.pt 1: [2023-03-16 13:20:34,472] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step32000/bf16_zero_pp_rank_12_mp_rank_00_optim_states.pt 5: [2023-03-16 13:20:34,472] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step32000/bf16_zero_pp_rank_40_mp_rank_00_optim_states.pt. 1: [2023-03-16 13:20:34,472] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step32000 is ready now! 1: [2023-03-16 13:20:34,472] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step32000 is ready now! 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[Torch] Checkpoint global_step32000 is ready now! 0: [2023-03-16 13:20:34,478] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step32000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt 0: [2023-03-16 13:20:34,479] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step32000 is ready now! 0: successfully saved checkpoint at iteration 32000 to checkpoints_146m32b100m 7: time (ms) | save-checkpoint: 495.40 7: iteration 32010/ 60336 | consumed samples: 8194560 | consumed tokens: 16782458880 | elapsed time per iteration (s): 0.43 | learning rate: 1.027E-04 | global batch size: 256 | lm loss: 3.134519E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 595.916 | TFLOPs: 27.82 | 7: iteration 32020/ 60336 | consumed samples: 8197120 | consumed tokens: 16787701760 | elapsed time per iteration (s): 0.37 | learning rate: 1.027E-04 | global batch size: 256 | lm loss: 3.136377E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.316 | TFLOPs: 32.41 | 7: iteration 32030/ 60336 | consumed samples: 8199680 | consumed tokens: 16792944640 | elapsed time per iteration (s): 0.37 | learning rate: 1.026E-04 | global batch size: 256 | lm loss: 3.132043E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.019 | TFLOPs: 32.39 | 7: iteration 32040/ 60336 | consumed samples: 8202240 | consumed tokens: 16798187520 | elapsed time per iteration (s): 0.37 | learning rate: 1.026E-04 | global batch size: 256 | lm loss: 3.144775E+00 | grad norm: 0.260 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.840 | TFLOPs: 32.39 | 7: iteration 32050/ 60336 | consumed samples: 8204800 | consumed tokens: 16803430400 | elapsed time per iteration (s): 0.37 | learning rate: 1.025E-04 | global batch size: 256 | lm loss: 3.142930E+00 | grad norm: 0.267 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.453 | TFLOPs: 32.37 | 7: iteration 32060/ 60336 | consumed samples: 8207360 | consumed tokens: 16808673280 | elapsed time per iteration (s): 0.37 | learning rate: 1.025E-04 | global batch size: 256 | lm loss: 3.148047E+00 | grad norm: 0.267 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.032 | TFLOPs: 32.39 | 7: iteration 32070/ 60336 | consumed samples: 8209920 | consumed tokens: 16813916160 | elapsed time per iteration (s): 0.37 | learning rate: 1.024E-04 | global batch size: 256 | lm loss: 3.139610E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.652 | TFLOPs: 32.38 | 7: iteration 32080/ 60336 | consumed samples: 8212480 | consumed tokens: 16819159040 | elapsed time per iteration (s): 0.37 | learning rate: 1.024E-04 | global batch size: 256 | lm loss: 3.147669E+00 | grad norm: 0.276 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.425 | TFLOPs: 32.13 | 7: iteration 32090/ 60336 | consumed samples: 8215040 | consumed tokens: 16824401920 | elapsed time per iteration (s): 0.40 | learning rate: 1.023E-04 | global batch size: 256 | lm loss: 3.136887E+00 | grad norm: 0.260 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 647.140 | TFLOPs: 30.21 | 7: iteration 32100/ 60336 | consumed samples: 8217600 | consumed tokens: 16829644800 | elapsed time per iteration (s): 0.37 | learning rate: 1.023E-04 | global batch size: 256 | lm loss: 3.152361E+00 | grad norm: 0.255 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.441 | TFLOPs: 32.37 | 7: iteration 32110/ 60336 | consumed samples: 8220160 | consumed tokens: 16834887680 | elapsed time per iteration (s): 0.37 | learning rate: 1.022E-04 | global batch size: 256 | lm loss: 3.136471E+00 | grad norm: 0.298 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.531 | TFLOPs: 32.09 | 7: iteration 32120/ 60336 | consumed samples: 8222720 | consumed tokens: 16840130560 | elapsed time per iteration (s): 0.37 | learning rate: 1.022E-04 | global batch size: 256 | lm loss: 3.146544E+00 | grad norm: 0.289 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.706 | TFLOPs: 32.38 | 7: iteration 32130/ 60336 | consumed samples: 8225280 | consumed tokens: 16845373440 | elapsed time per iteration (s): 0.37 | learning rate: 1.022E-04 | global batch size: 256 | lm loss: 3.130165E+00 | grad norm: 0.260 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.659 | TFLOPs: 32.33 | 7: iteration 32140/ 60336 | consumed samples: 8227840 | consumed tokens: 16850616320 | elapsed time per iteration (s): 0.37 | learning rate: 1.021E-04 | global batch size: 256 | lm loss: 3.140495E+00 | grad norm: 0.271 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.241 | TFLOPs: 32.22 | 7: iteration 32150/ 60336 | consumed samples: 8230400 | consumed tokens: 16855859200 | elapsed time per iteration (s): 0.37 | learning rate: 1.021E-04 | global batch size: 256 | lm loss: 3.136435E+00 | grad norm: 0.256 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.202 | TFLOPs: 32.40 | 7: iteration 32160/ 60336 | consumed samples: 8232960 | consumed tokens: 16861102080 | elapsed time per iteration (s): 0.37 | learning rate: 1.020E-04 | global batch size: 256 | lm loss: 3.143144E+00 | grad norm: 0.286 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.897 | TFLOPs: 32.16 | 7: iteration 32170/ 60336 | consumed samples: 8235520 | consumed tokens: 16866344960 | elapsed time per iteration (s): 0.37 | learning rate: 1.020E-04 | global batch size: 256 | lm loss: 3.135119E+00 | grad norm: 0.276 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.580 | TFLOPs: 32.09 | 7: iteration 32180/ 60336 | consumed samples: 8238080 | consumed tokens: 16871587840 | elapsed time per iteration (s): 0.37 | learning rate: 1.019E-04 | global batch size: 256 | lm loss: 3.136340E+00 | grad norm: 0.267 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.159 | TFLOPs: 32.35 | 7: iteration 32190/ 60336 | consumed samples: 8240640 | consumed tokens: 16876830720 | elapsed time per iteration (s): 0.37 | learning rate: 1.019E-04 | global batch size: 256 | lm loss: 3.140237E+00 | grad norm: 0.270 | num zeros: 0.0 | 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iteration 32340/ 60336 | consumed samples: 8279040 | consumed tokens: 16955473920 | elapsed time per iteration (s): 0.37 | learning rate: 1.012E-04 | global batch size: 256 | lm loss: 3.154368E+00 | grad norm: 0.271 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.611 | TFLOPs: 32.42 | 7: iteration 32350/ 60336 | consumed samples: 8281600 | consumed tokens: 16960716800 | elapsed time per iteration (s): 0.37 | learning rate: 1.011E-04 | global batch size: 256 | lm loss: 3.139108E+00 | grad norm: 0.267 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.057 | TFLOPs: 32.40 | 7: iteration 32360/ 60336 | consumed samples: 8284160 | consumed tokens: 16965959680 | elapsed time per iteration (s): 0.37 | learning rate: 1.011E-04 | global batch size: 256 | lm loss: 3.139343E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.477 | TFLOPs: 32.32 | 7: iteration 32370/ 60336 | consumed samples: 8286720 | consumed tokens: 16971202560 | elapsed time per iteration (s): 0.37 | learning rate: 1.010E-04 | global batch size: 256 | lm loss: 3.137899E+00 | grad norm: 0.273 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.733 | TFLOPs: 32.43 | 7: iteration 32380/ 60336 | consumed samples: 8289280 | consumed tokens: 16976445440 | elapsed time per iteration (s): 0.37 | learning rate: 1.010E-04 | global batch size: 256 | lm loss: 3.134994E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.345 | TFLOPs: 32.41 | 7: iteration 32390/ 60336 | consumed samples: 8291840 | consumed tokens: 16981688320 | elapsed time per iteration (s): 0.37 | learning rate: 1.009E-04 | global batch size: 256 | lm loss: 3.134732E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.303 | TFLOPs: 32.41 | 7: iteration 32400/ 60336 | consumed samples: 8294400 | consumed tokens: 16986931200 | elapsed time per iteration (s): 0.37 | learning rate: 1.009E-04 | global batch size: 256 | lm loss: 3.134578E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.228 | TFLOPs: 32.40 | 7: iteration 32410/ 60336 | consumed samples: 8296960 | consumed tokens: 16992174080 | elapsed time per iteration (s): 0.37 | learning rate: 1.008E-04 | global batch size: 256 | lm loss: 3.154045E+00 | grad norm: 0.271 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.546 | TFLOPs: 32.42 | 7: iteration 32420/ 60336 | consumed samples: 8299520 | consumed tokens: 16997416960 | elapsed time per iteration (s): 0.37 | learning rate: 1.008E-04 | global batch size: 256 | lm loss: 3.135580E+00 | grad norm: 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size: 256 | lm loss: 3.146972E+00 | grad norm: 0.270 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.206 | TFLOPs: 32.40 | 7: iteration 32460/ 60336 | consumed samples: 8309760 | consumed tokens: 17018388480 | elapsed time per iteration (s): 0.37 | learning rate: 1.006E-04 | global batch size: 256 | lm loss: 3.127136E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.276 | TFLOPs: 32.41 | 7: iteration 32470/ 60336 | consumed samples: 8312320 | consumed tokens: 17023631360 | elapsed time per iteration (s): 0.37 | learning rate: 1.005E-04 | global batch size: 256 | lm loss: 3.125046E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.363 | TFLOPs: 32.41 | 7: iteration 32480/ 60336 | consumed samples: 8314880 | consumed tokens: 17028874240 | elapsed time per iteration (s): 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consumed samples: 8330240 | consumed tokens: 17060331520 | elapsed time per iteration (s): 0.37 | learning rate: 1.002E-04 | global batch size: 256 | lm loss: 3.133732E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.997 | TFLOPs: 32.39 | 7: iteration 32550/ 60336 | consumed samples: 8332800 | consumed tokens: 17065574400 | elapsed time per iteration (s): 0.37 | learning rate: 1.002E-04 | global batch size: 256 | lm loss: 3.141907E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.170 | TFLOPs: 32.40 | 7: iteration 32560/ 60336 | consumed samples: 8335360 | consumed tokens: 17070817280 | elapsed time per iteration (s): 0.37 | learning rate: 1.001E-04 | global batch size: 256 | lm loss: 3.120597E+00 | grad norm: 0.291 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.351 | TFLOPs: 32.36 | 7: iteration 32570/ 60336 | consumed samples: 8337920 | consumed tokens: 17076060160 | elapsed time per iteration (s): 0.37 | learning rate: 1.001E-04 | global batch size: 256 | lm loss: 3.146099E+00 | grad norm: 0.271 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.716 | TFLOPs: 32.38 | 7: iteration 32580/ 60336 | consumed samples: 8340480 | consumed tokens: 17081303040 | elapsed time per iteration (s): 0.37 | learning rate: 1.000E-04 | global batch size: 256 | lm loss: 3.134742E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.152 | TFLOPs: 32.40 | 7: iteration 32590/ 60336 | consumed samples: 8343040 | consumed tokens: 17086545920 | elapsed time per iteration (s): 0.37 | learning rate: 9.998E-05 | global batch size: 256 | lm loss: 3.143987E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.053 | TFLOPs: 32.40 | 7: iteration 32600/ 60336 | consumed samples: 8345600 | consumed tokens: 17091788800 | elapsed time per iteration (s): 0.37 | learning rate: 9.994E-05 | global batch size: 256 | lm loss: 3.136768E+00 | grad norm: 0.292 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.330 | TFLOPs: 32.41 | 7: iteration 32610/ 60336 | consumed samples: 8348160 | consumed tokens: 17097031680 | elapsed time per iteration (s): 0.37 | learning rate: 9.989E-05 | global batch size: 256 | lm loss: 3.128471E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.783 | TFLOPs: 32.38 | 7: iteration 32620/ 60336 | consumed samples: 8350720 | consumed tokens: 17102274560 | elapsed time per iteration (s): 0.37 | learning rate: 9.984E-05 | global batch size: 256 | lm loss: 3.141744E+00 | grad norm: 0.268 | num zeros: 0.0 | 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size: 256 | lm loss: 3.132978E+00 | grad norm: 0.268 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.820 | TFLOPs: 32.38 | 7: iteration 32890/ 60336 | consumed samples: 8419840 | consumed tokens: 17243832320 | elapsed time per iteration (s): 0.37 | learning rate: 9.857E-05 | global batch size: 256 | lm loss: 3.127066E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.546 | TFLOPs: 32.37 | 7: iteration 32900/ 60336 | consumed samples: 8422400 | consumed tokens: 17249075200 | elapsed time per iteration (s): 0.37 | learning rate: 9.853E-05 | global batch size: 256 | lm loss: 3.132664E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.695 | TFLOPs: 32.38 | 7: iteration 32910/ 60336 | consumed samples: 8424960 | consumed tokens: 17254318080 | elapsed time per iteration (s): 0.37 | learning rate: 9.848E-05 | global batch size: 256 | lm loss: 3.121130E+00 | grad norm: 0.263 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.783 | TFLOPs: 32.38 | 7: iteration 32920/ 60336 | consumed samples: 8427520 | consumed tokens: 17259560960 | elapsed time per iteration (s): 0.37 | learning rate: 9.843E-05 | global batch size: 256 | lm loss: 3.138596E+00 | grad norm: 0.252 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.719 | TFLOPs: 32.38 | 7: iteration 32930/ 60336 | consumed samples: 8430080 | consumed tokens: 17264803840 | elapsed time per iteration (s): 0.37 | learning rate: 9.839E-05 | global batch size: 256 | lm loss: 3.141731E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.835 | TFLOPs: 32.39 | 7: iteration 32940/ 60336 | consumed samples: 8432640 | consumed tokens: 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consumed samples: 8440320 | consumed tokens: 17285775360 | elapsed time per iteration (s): 0.37 | learning rate: 9.820E-05 | global batch size: 256 | lm loss: 3.142159E+00 | grad norm: 0.256 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.181 | TFLOPs: 32.40 | 7: iteration 32980/ 60336 | consumed samples: 8442880 | consumed tokens: 17291018240 | elapsed time per iteration (s): 0.37 | learning rate: 9.815E-05 | global batch size: 256 | lm loss: 3.134060E+00 | grad norm: 0.256 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.522 | TFLOPs: 32.37 | 7: iteration 32990/ 60336 | consumed samples: 8445440 | consumed tokens: 17296261120 | elapsed time per iteration (s): 0.37 | learning rate: 9.811E-05 | global batch size: 256 | lm loss: 3.134519E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.397 | TFLOPs: 32.37 | 7: iteration 33000/ 60336 | consumed samples: 8448000 | consumed tokens: 17301504000 | elapsed time per iteration (s): 0.37 | learning rate: 9.806E-05 | global batch size: 256 | lm loss: 3.134358E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.645 | TFLOPs: 32.14 | 7: ------------------------------------------------------------------------------------------------ 7: validation loss at iteration 33000 | lm loss value: 3.772947E+00 | lm loss PPL: 4.350809E+01 | 7: ------------------------------------------------------------------------------------------------ 0: saving checkpoint at iteration 33000 to checkpoints_146m32b100m 0: [2023-03-16 13:26:44,522] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step33000 is begin to save! 0: [2023-03-16 13:26:44,527] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving 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0: [2023-03-16 13:26:44,970] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step33000/bf16_zero_pp_rank_7_mp_rank_00_optim_states.pt. 0: [2023-03-16 13:26:44,970] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step33000 is ready now! 0: [2023-03-16 13:26:44,970] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step33000/bf16_zero_pp_rank_7_mp_rank_00_optim_states.pt 3: [2023-03-16 13:26:44,970] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step33000/bf16_zero_pp_rank_24_mp_rank_00_optim_states.pt. 0: [2023-03-16 13:26:44,971] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step33000 is ready now! 3: [2023-03-16 13:26:44,971] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step33000/bf16_zero_pp_rank_24_mp_rank_00_optim_states.pt 3: [2023-03-16 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global_step33000 is ready now! 2: [2023-03-16 13:26:44,998] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step33000 is ready now! 2: [2023-03-16 13:26:44,998] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step33000 is ready now! 2: [2023-03-16 13:26:44,998] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step33000 is ready now! 0: [2023-03-16 13:26:45,002] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step33000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt 0: [2023-03-16 13:26:45,002] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step33000 is ready now! 5: [2023-03-16 13:26:45,005] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step33000/bf16_zero_pp_rank_43_mp_rank_00_optim_states.pt. 5: [2023-03-16 13:26:45,005] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step33000/bf16_zero_pp_rank_47_mp_rank_00_optim_states.pt. 5: [2023-03-16 13:26:45,005] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step33000/bf16_zero_pp_rank_42_mp_rank_00_optim_states.pt. 5: [2023-03-16 13:26:45,005] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step33000/bf16_zero_pp_rank_43_mp_rank_00_optim_states.pt 5: [2023-03-16 13:26:45,005] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step33000 is ready now! 5: [2023-03-16 13:26:45,005] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step33000/bf16_zero_pp_rank_47_mp_rank_00_optim_states.pt 5: [2023-03-16 13:26:45,005] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step33000/bf16_zero_pp_rank_42_mp_rank_00_optim_states.pt 5: [2023-03-16 13:26:45,005] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step33000/bf16_zero_pp_rank_44_mp_rank_00_optim_states.pt. 5: [2023-03-16 13:26:45,005] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step33000/bf16_zero_pp_rank_46_mp_rank_00_optim_states.pt. 5: [2023-03-16 13:26:45,005] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step33000/bf16_zero_pp_rank_40_mp_rank_00_optim_states.pt. 5: [2023-03-16 13:26:45,005] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step33000/bf16_zero_pp_rank_45_mp_rank_00_optim_states.pt. 5: [2023-03-16 13:26:45,005] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step33000/bf16_zero_pp_rank_44_mp_rank_00_optim_states.pt 5: [2023-03-16 13:26:45,005] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step33000 is ready now! 5: [2023-03-16 13:26:45,005] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step33000 is ready now! 5: [2023-03-16 13:26:45,005] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step33000/bf16_zero_pp_rank_46_mp_rank_00_optim_states.pt 5: [2023-03-16 13:26:45,005] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step33000 is ready now! 5: [2023-03-16 13:26:45,005] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step33000/bf16_zero_pp_rank_40_mp_rank_00_optim_states.pt 5: [2023-03-16 13:26:45,005] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step33000/bf16_zero_pp_rank_45_mp_rank_00_optim_states.pt 5: [2023-03-16 13:26:45,005] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step33000 is ready now! 5: [2023-03-16 13:26:45,005] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step33000 is ready now! 5: [2023-03-16 13:26:45,005] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step33000 is ready now! 5: [2023-03-16 13:26:45,006] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step33000/bf16_zero_pp_rank_41_mp_rank_00_optim_states.pt. 5: [2023-03-16 13:26:45,006] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step33000/bf16_zero_pp_rank_41_mp_rank_00_optim_states.pt 5: [2023-03-16 13:26:45,006] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step33000 is ready now! 0: successfully saved checkpoint at iteration 33000 to checkpoints_146m32b100m 7: time (ms) | save-checkpoint: 507.33 7: iteration 33010/ 60336 | consumed samples: 8450560 | consumed tokens: 17306746880 | elapsed time per iteration (s): 0.43 | learning rate: 9.801E-05 | global batch size: 256 | lm loss: 3.131127E+00 | grad norm: 0.297 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 596.116 | TFLOPs: 27.82 | 7: iteration 33020/ 60336 | consumed samples: 8453120 | consumed tokens: 17311989760 | elapsed time per iteration (s): 0.37 | learning rate: 9.796E-05 | global batch size: 256 | lm loss: 3.135656E+00 | grad norm: 0.286 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.329 | TFLOPs: 32.41 | 7: iteration 33030/ 60336 | consumed samples: 8455680 | consumed tokens: 17317232640 | elapsed time per iteration (s): 0.37 | learning rate: 9.792E-05 | global batch size: 256 | lm loss: 3.138305E+00 | grad norm: 0.267 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.812 | TFLOPs: 32.43 | 7: iteration 33040/ 60336 | consumed samples: 8458240 | consumed tokens: 17322475520 | elapsed time per iteration (s): 0.37 | learning rate: 9.787E-05 | global batch size: 256 | lm loss: 3.140220E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.520 | TFLOPs: 32.42 | 7: iteration 33050/ 60336 | consumed samples: 8460800 | consumed tokens: 17327718400 | elapsed time per iteration (s): 0.37 | learning rate: 9.782E-05 | global batch size: 256 | lm loss: 3.139492E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.546 | TFLOPs: 32.42 | 7: iteration 33060/ 60336 | consumed samples: 8463360 | consumed tokens: 17332961280 | elapsed time per iteration (s): 0.37 | learning rate: 9.778E-05 | global batch size: 256 | lm loss: 3.129602E+00 | grad norm: 0.286 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.590 | TFLOPs: 32.42 | 7: iteration 33070/ 60336 | consumed samples: 8465920 | consumed tokens: 17338204160 | elapsed time per iteration (s): 0.37 | learning rate: 9.773E-05 | global batch size: 256 | lm loss: 3.140458E+00 | grad norm: 0.276 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.329 | TFLOPs: 32.41 | 7: iteration 33080/ 60336 | consumed samples: 8468480 | consumed tokens: 17343447040 | elapsed time per iteration (s): 0.37 | learning rate: 9.768E-05 | global batch size: 256 | lm loss: 3.130527E+00 | grad norm: 0.279 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.812 | TFLOPs: 32.38 | 7: iteration 33090/ 60336 | consumed samples: 8471040 | consumed tokens: 17348689920 | elapsed time per iteration (s): 0.37 | learning rate: 9.764E-05 | global batch size: 256 | lm loss: 3.134084E+00 | grad norm: 0.288 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.637 | TFLOPs: 32.38 | 7: iteration 33100/ 60336 | consumed samples: 8473600 | consumed tokens: 17353932800 | elapsed time per iteration (s): 0.37 | learning rate: 9.759E-05 | global batch size: 256 | lm loss: 3.149611E+00 | grad norm: 0.274 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.119 | TFLOPs: 32.40 | 7: iteration 33110/ 60336 | consumed samples: 8476160 | consumed tokens: 17359175680 | elapsed time per iteration (s): 0.37 | learning rate: 9.754E-05 | global batch size: 256 | lm loss: 3.138012E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.588 | TFLOPs: 32.37 | 7: iteration 33120/ 60336 | consumed samples: 8478720 | consumed tokens: 17364418560 | elapsed time per iteration (s): 0.37 | learning rate: 9.750E-05 | global batch size: 256 | lm loss: 3.135425E+00 | grad norm: 0.282 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.964 | TFLOPs: 32.39 | 7: iteration 33130/ 60336 | consumed samples: 8481280 | consumed tokens: 17369661440 | elapsed time per iteration (s): 0.37 | learning rate: 9.745E-05 | global batch size: 256 | lm loss: 3.125793E+00 | grad norm: 0.273 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.315 | TFLOPs: 32.36 | 7: iteration 33140/ 60336 | consumed samples: 8483840 | consumed tokens: 17374904320 | elapsed time per iteration (s): 0.37 | learning rate: 9.740E-05 | global batch size: 256 | lm loss: 3.132501E+00 | grad norm: 0.279 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.017 | TFLOPs: 32.35 | 7: iteration 33150/ 60336 | consumed samples: 8486400 | consumed tokens: 17380147200 | elapsed time per iteration (s): 0.37 | learning rate: 9.735E-05 | global batch size: 256 | lm loss: 3.137273E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.424 | TFLOPs: 32.37 | 7: iteration 33160/ 60336 | consumed samples: 8488960 | consumed tokens: 17385390080 | elapsed time per iteration (s): 0.37 | learning rate: 9.731E-05 | global batch size: 256 | lm loss: 3.149826E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.646 | TFLOPs: 32.33 | 7: iteration 33170/ 60336 | consumed samples: 8491520 | consumed tokens: 17390632960 | elapsed time per iteration (s): 0.37 | learning rate: 9.726E-05 | global batch size: 256 | lm loss: 3.126202E+00 | grad norm: 0.255 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.360 | TFLOPs: 32.32 | 7: iteration 33180/ 60336 | consumed samples: 8494080 | consumed tokens: 17395875840 | elapsed time per iteration (s): 0.37 | learning rate: 9.721E-05 | global batch size: 256 | lm loss: 3.117348E+00 | grad norm: 0.263 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.735 | TFLOPs: 32.33 | 7: iteration 33190/ 60336 | consumed samples: 8496640 | consumed tokens: 17401118720 | elapsed time per iteration (s): 0.37 | learning rate: 9.717E-05 | global batch size: 256 | lm loss: 3.132423E+00 | grad norm: 0.245 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.133 | TFLOPs: 32.35 | 7: iteration 33200/ 60336 | consumed samples: 8499200 | consumed tokens: 17406361600 | elapsed time per iteration (s): 0.37 | learning rate: 9.712E-05 | global batch size: 256 | lm loss: 3.138780E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.378 | TFLOPs: 32.32 | 7: iteration 33210/ 60336 | consumed samples: 8501760 | consumed tokens: 17411604480 | elapsed time per iteration (s): 0.37 | learning rate: 9.707E-05 | global batch size: 256 | lm loss: 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9.693E-05 | global batch size: 256 | lm loss: 3.145984E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.058 | TFLOPs: 32.35 | 7: iteration 33250/ 60336 | consumed samples: 8512000 | consumed tokens: 17432576000 | elapsed time per iteration (s): 0.37 | learning rate: 9.689E-05 | global batch size: 256 | lm loss: 3.131031E+00 | grad norm: 0.280 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.192 | TFLOPs: 32.22 | 7: iteration 33260/ 60336 | consumed samples: 8514560 | consumed tokens: 17437818880 | elapsed time per iteration (s): 0.37 | learning rate: 9.684E-05 | global batch size: 256 | lm loss: 3.128608E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.400 | TFLOPs: 32.37 | 7: iteration 33270/ 60336 | consumed samples: 8517120 | consumed tokens: 17443061760 | elapsed time per iteration (s): 0.37 | learning rate: 9.679E-05 | global batch size: 256 | lm loss: 3.134145E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.835 | TFLOPs: 32.34 | 7: iteration 33280/ 60336 | consumed samples: 8519680 | consumed tokens: 17448304640 | elapsed time per iteration (s): 0.37 | learning rate: 9.675E-05 | global batch size: 256 | lm loss: 3.126423E+00 | grad norm: 0.263 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.646 | TFLOPs: 32.33 | 7: iteration 33290/ 60336 | consumed samples: 8522240 | consumed tokens: 17453547520 | elapsed time per iteration (s): 0.37 | learning rate: 9.670E-05 | global batch size: 256 | lm loss: 3.140561E+00 | grad norm: 0.271 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.838 | TFLOPs: 32.34 | 7: iteration 33300/ 60336 | consumed samples: 8524800 | consumed tokens: 17458790400 | elapsed time per iteration (s): 0.37 | learning rate: 9.665E-05 | global batch size: 256 | lm loss: 3.124335E+00 | grad norm: 0.275 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.748 | TFLOPs: 32.33 | 7: iteration 33310/ 60336 | consumed samples: 8527360 | consumed tokens: 17464033280 | elapsed time per iteration (s): 0.37 | learning rate: 9.661E-05 | global batch size: 256 | lm loss: 3.136681E+00 | grad norm: 0.279 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.888 | TFLOPs: 32.34 | 7: iteration 33320/ 60336 | consumed samples: 8529920 | consumed tokens: 17469276160 | elapsed time per iteration (s): 0.37 | learning rate: 9.656E-05 | global batch size: 256 | lm loss: 3.133225E+00 | grad norm: 0.261 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.834 | TFLOPs: 32.34 | 7: iteration 33330/ 60336 | consumed samples: 8532480 | consumed tokens: 17474519040 | elapsed time per iteration (s): 0.37 | learning rate: 9.651E-05 | global batch size: 256 | lm loss: 3.127203E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.617 | TFLOPs: 32.33 | 7: iteration 33340/ 60336 | consumed samples: 8535040 | consumed tokens: 17479761920 | elapsed time per iteration (s): 0.37 | learning rate: 9.647E-05 | global batch size: 256 | lm loss: 3.128540E+00 | grad norm: 0.271 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.565 | TFLOPs: 32.37 | 7: iteration 33350/ 60336 | consumed samples: 8537600 | consumed tokens: 17485004800 | elapsed time per iteration (s): 0.37 | learning rate: 9.642E-05 | global batch size: 256 | lm loss: 3.125237E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.568 | TFLOPs: 32.37 | 7: iteration 33360/ 60336 | consumed samples: 8540160 | consumed tokens: 17490247680 | elapsed time per iteration (s): 0.37 | learning rate: 9.637E-05 | global batch size: 256 | lm loss: 3.138162E+00 | grad norm: 0.261 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.312 | TFLOPs: 32.36 | 7: iteration 33370/ 60336 | consumed samples: 8542720 | consumed tokens: 17495490560 | elapsed time per iteration (s): 0.37 | learning rate: 9.632E-05 | global batch size: 256 | lm loss: 3.132812E+00 | grad norm: 0.249 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.762 | TFLOPs: 32.38 | 7: iteration 33380/ 60336 | consumed samples: 8545280 | consumed tokens: 17500733440 | elapsed time per iteration (s): 0.37 | learning rate: 9.628E-05 | global batch size: 256 | lm loss: 3.129101E+00 | grad norm: 0.271 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.083 | TFLOPs: 32.40 | 7: iteration 33390/ 60336 | consumed samples: 8547840 | consumed tokens: 17505976320 | elapsed time per iteration (s): 0.37 | learning rate: 9.623E-05 | global batch size: 256 | lm loss: 3.130175E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.692 | TFLOPs: 32.38 | 7: iteration 33400/ 60336 | consumed samples: 8550400 | consumed tokens: 17511219200 | elapsed time per iteration (s): 0.37 | learning rate: 9.618E-05 | global batch size: 256 | lm loss: 3.127895E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.015 | TFLOPs: 32.39 | 7: iteration 33410/ 60336 | consumed samples: 8552960 | consumed tokens: 17516462080 | elapsed time per iteration (s): 0.37 | learning rate: 9.614E-05 | global batch size: 256 | lm loss: 3.134938E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.844 | TFLOPs: 32.39 | 7: iteration 33420/ 60336 | consumed samples: 8555520 | consumed tokens: 17521704960 | elapsed time per iteration (s): 0.37 | learning rate: 9.609E-05 | global batch size: 256 | lm loss: 3.122896E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.690 | TFLOPs: 32.43 | 7: iteration 33430/ 60336 | consumed samples: 8558080 | consumed tokens: 17526947840 | elapsed time per iteration (s): 0.37 | learning rate: 9.604E-05 | global batch size: 256 | lm loss: 3.134775E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.039 | TFLOPs: 32.40 | 7: iteration 33440/ 60336 | consumed samples: 8560640 | consumed tokens: 17532190720 | elapsed time per iteration (s): 0.37 | learning rate: 9.600E-05 | global batch size: 256 | lm loss: 3.145849E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.609 | TFLOPs: 32.38 | 7: iteration 33450/ 60336 | consumed samples: 8563200 | consumed tokens: 17537433600 | elapsed time per iteration (s): 0.37 | learning rate: 9.595E-05 | global batch size: 256 | lm loss: 3.124801E+00 | grad norm: 0.250 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.832 | TFLOPs: 32.39 | 7: iteration 33460/ 60336 | consumed samples: 8565760 | consumed tokens: 17542676480 | elapsed time per iteration (s): 0.37 | learning rate: 9.590E-05 | global batch size: 256 | lm loss: 3.139281E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.410 | TFLOPs: 32.37 | 7: iteration 33470/ 60336 | consumed samples: 8568320 | consumed tokens: 17547919360 | elapsed time per iteration (s): 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3.123716E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.833 | TFLOPs: 32.39 | 7: iteration 33650/ 60336 | consumed samples: 8614400 | consumed tokens: 17642291200 | elapsed time per iteration (s): 0.37 | learning rate: 9.502E-05 | global batch size: 256 | lm loss: 3.138263E+00 | grad norm: 0.261 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.858 | TFLOPs: 32.34 | 7: iteration 33660/ 60336 | consumed samples: 8616960 | consumed tokens: 17647534080 | elapsed time per iteration (s): 0.37 | learning rate: 9.497E-05 | global batch size: 256 | lm loss: 3.136792E+00 | grad norm: 0.297 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.846 | TFLOPs: 32.34 | 7: iteration 33670/ 60336 | consumed samples: 8619520 | consumed tokens: 17652776960 | elapsed time per iteration (s): 0.37 | learning rate: 9.492E-05 | global batch size: 256 | lm loss: 3.117417E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.766 | TFLOPs: 32.34 | 7: iteration 33680/ 60336 | consumed samples: 8622080 | consumed tokens: 17658019840 | elapsed time per iteration (s): 0.37 | learning rate: 9.488E-05 | global batch size: 256 | lm loss: 3.129548E+00 | grad norm: 0.250 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.630 | TFLOPs: 32.33 | 7: iteration 33690/ 60336 | consumed samples: 8624640 | consumed tokens: 17663262720 | elapsed time per iteration (s): 0.37 | learning rate: 9.483E-05 | global batch size: 256 | lm loss: 3.139899E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.003 | TFLOPs: 32.35 | 7: iteration 33700/ 60336 | consumed samples: 8627200 | consumed tokens: 17668505600 | elapsed time per iteration (s): 0.37 | learning rate: 9.478E-05 | global batch size: 256 | lm loss: 3.138475E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.611 | TFLOPs: 32.33 | 7: iteration 33710/ 60336 | consumed samples: 8629760 | consumed tokens: 17673748480 | elapsed time per iteration (s): 0.37 | learning rate: 9.474E-05 | global batch size: 256 | lm loss: 3.127718E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.524 | TFLOPs: 32.32 | 7: iteration 33720/ 60336 | consumed samples: 8632320 | consumed tokens: 17678991360 | elapsed time per iteration (s): 0.37 | learning rate: 9.469E-05 | global batch size: 256 | lm loss: 3.131078E+00 | grad norm: 0.271 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.973 | TFLOPs: 32.35 | 7: iteration 33730/ 60336 | consumed samples: 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iteration 33760/ 60336 | consumed samples: 8642560 | consumed tokens: 17699962880 | elapsed time per iteration (s): 0.37 | learning rate: 9.450E-05 | global batch size: 256 | lm loss: 3.126702E+00 | grad norm: 0.253 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.103 | TFLOPs: 32.35 | 7: iteration 33770/ 60336 | consumed samples: 8645120 | consumed tokens: 17705205760 | elapsed time per iteration (s): 0.37 | learning rate: 9.446E-05 | global batch size: 256 | lm loss: 3.132821E+00 | grad norm: 0.285 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.440 | TFLOPs: 32.41 | 7: iteration 33780/ 60336 | consumed samples: 8647680 | consumed tokens: 17710448640 | elapsed time per iteration (s): 0.37 | learning rate: 9.441E-05 | global batch size: 256 | lm loss: 3.128592E+00 | grad norm: 0.267 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.027 | TFLOPs: 32.39 | 7: iteration 33790/ 60336 | consumed samples: 8650240 | consumed tokens: 17715691520 | elapsed time per iteration (s): 0.37 | learning rate: 9.436E-05 | global batch size: 256 | lm loss: 3.132521E+00 | grad norm: 0.267 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.001 | TFLOPs: 32.39 | 7: iteration 33800/ 60336 | consumed samples: 8652800 | consumed tokens: 17720934400 | elapsed time per iteration (s): 0.37 | learning rate: 9.432E-05 | global batch size: 256 | lm loss: 3.119051E+00 | grad norm: 0.263 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.971 | TFLOPs: 32.39 | 7: iteration 33810/ 60336 | consumed samples: 8655360 | consumed tokens: 17726177280 | elapsed time per iteration (s): 0.37 | learning rate: 9.427E-05 | global batch size: 256 | lm loss: 3.116301E+00 | grad norm: 0.250 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.225 | TFLOPs: 32.40 | 7: iteration 33820/ 60336 | consumed samples: 8657920 | consumed tokens: 17731420160 | elapsed time per iteration (s): 0.37 | learning rate: 9.422E-05 | global batch size: 256 | lm loss: 3.125755E+00 | grad norm: 0.270 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.252 | TFLOPs: 32.41 | 7: iteration 33830/ 60336 | consumed samples: 8660480 | consumed tokens: 17736663040 | elapsed time per iteration (s): 0.37 | learning rate: 9.418E-05 | global batch size: 256 | lm loss: 3.116875E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.196 | TFLOPs: 32.40 | 7: iteration 33840/ 60336 | consumed samples: 8663040 | consumed tokens: 17741905920 | elapsed time per iteration (s): 0.37 | learning rate: 9.413E-05 | global batch size: 256 | lm loss: 3.124353E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.173 | TFLOPs: 32.40 | 7: iteration 33850/ 60336 | consumed samples: 8665600 | consumed tokens: 17747148800 | elapsed time per iteration (s): 0.37 | learning rate: 9.408E-05 | global batch size: 256 | lm loss: 3.124673E+00 | grad norm: 0.270 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.015 | TFLOPs: 32.39 | 7: iteration 33860/ 60336 | consumed samples: 8668160 | consumed tokens: 17752391680 | elapsed time per iteration (s): 0.37 | learning rate: 9.404E-05 | global batch size: 256 | lm loss: 3.117714E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.825 | TFLOPs: 32.39 | 7: iteration 33870/ 60336 | consumed samples: 8670720 | consumed tokens: 17757634560 | elapsed time per iteration (s): 0.37 | learning rate: 9.399E-05 | global batch size: 256 | lm loss: 3.121121E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.832 | TFLOPs: 32.39 | 7: iteration 33880/ 60336 | consumed samples: 8673280 | consumed tokens: 17762877440 | elapsed time per iteration (s): 0.37 | learning rate: 9.394E-05 | global batch size: 256 | lm loss: 3.154441E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.550 | TFLOPs: 32.37 | 7: iteration 33890/ 60336 | consumed samples: 8675840 | consumed tokens: 17768120320 | elapsed time per iteration (s): 0.37 | learning rate: 9.390E-05 | global batch size: 256 | lm loss: 3.136904E+00 | grad norm: 0.275 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.108 | TFLOPs: 32.35 | 7: iteration 33900/ 60336 | consumed samples: 8678400 | consumed tokens: 17773363200 | elapsed time per iteration (s): 0.37 | learning rate: 9.385E-05 | global batch size: 256 | lm loss: 3.131919E+00 | grad norm: 0.282 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.817 | TFLOPs: 32.38 | 7: iteration 33910/ 60336 | consumed samples: 8680960 | consumed tokens: 17778606080 | elapsed time per iteration (s): 0.37 | learning rate: 9.380E-05 | global batch size: 256 | lm loss: 3.135329E+00 | grad norm: 0.285 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.916 | TFLOPs: 32.34 | 7: iteration 33920/ 60336 | consumed samples: 8683520 | consumed tokens: 17783848960 | elapsed time per iteration (s): 0.37 | learning rate: 9.376E-05 | global batch size: 256 | lm loss: 3.127012E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.012 | TFLOPs: 32.35 | 7: iteration 33930/ 60336 | consumed samples: 8686080 | consumed tokens: 17789091840 | elapsed time per iteration (s): 0.37 | learning rate: 9.371E-05 | global batch size: 256 | lm loss: 3.129089E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.180 | TFLOPs: 32.36 | 7: iteration 33940/ 60336 | consumed samples: 8688640 | consumed tokens: 17794334720 | elapsed time per iteration (s): 0.37 | learning rate: 9.366E-05 | global batch size: 256 | lm loss: 3.122776E+00 | grad norm: 0.290 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.111 | TFLOPs: 32.35 | 7: iteration 33950/ 60336 | consumed samples: 8691200 | consumed tokens: 17799577600 | elapsed time per iteration (s): 0.37 | learning rate: 9.362E-05 | global batch size: 256 | lm loss: 3.138816E+00 | grad norm: 0.249 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.996 | TFLOPs: 32.35 | 7: iteration 33960/ 60336 | consumed samples: 8693760 | consumed tokens: 17804820480 | elapsed time per iteration (s): 0.37 | learning rate: 9.357E-05 | global batch size: 256 | lm loss: 3.135680E+00 | grad norm: 0.273 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.185 | TFLOPs: 32.36 | 7: iteration 33970/ 60336 | consumed samples: 8696320 | consumed tokens: 17810063360 | elapsed time per iteration (s): 0.37 | learning rate: 9.352E-05 | global batch size: 256 | lm loss: 3.115615E+00 | grad norm: 0.274 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.963 | TFLOPs: 32.30 | 7: iteration 33980/ 60336 | consumed samples: 8698880 | consumed tokens: 17815306240 | elapsed time per iteration (s): 0.37 | learning rate: 9.348E-05 | global batch size: 256 | lm loss: 3.126437E+00 | grad norm: 0.275 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.331 | TFLOPs: 32.32 | 7: iteration 33990/ 60336 | consumed samples: 8701440 | consumed tokens: 17820549120 | elapsed time per iteration (s): 0.37 | learning rate: 9.343E-05 | global batch size: 256 | lm loss: 3.121541E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.362 | TFLOPs: 32.32 | 0: [2023-03-16 13:32:54,138] [INFO] [logging.py:68:log_dist] [Rank 0] step=34000, skipped=0, lr=[9.33853393895039e-05, 9.33853393895039e-05, 9.33853393895039e-05], mom=[(0.9, 0.999), (0.9, 0.999), (0.9, 0.999)] 7: iteration 34000/ 60336 | consumed samples: 8704000 | consumed tokens: 17825792000 | elapsed time per iteration (s): 0.37 | learning rate: 9.339E-05 | global batch size: 256 | lm loss: 3.127874E+00 | grad norm: 0.282 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.827 | TFLOPs: 32.29 | 0: steps: 34000 loss: 3.1131 iter time (s): 0.368 samples/sec: 696.575 7: ------------------------------------------------------------------------------------------------ 7: validation loss at iteration 34000 | lm loss value: 3.819569E+00 | lm loss PPL: 4.558457E+01 | 7: ------------------------------------------------------------------------------------------------ 0: saving checkpoint at iteration 34000 to checkpoints_146m32b100m 0: [2023-03-16 13:32:54,262] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step34000 is begin to save! 0: [2023-03-16 13:32:54,266] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100m/global_step34000/layer_01-model_00-model_states.pt... 0: [2023-03-16 13:32:54,356] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step34000/layer_01-model_00-model_states.pt. 0: [2023-03-16 13:32:54,357] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100m/global_step34000/layer_03-model_00-model_states.pt... 0: [2023-03-16 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iteration 34020/ 60336 | consumed samples: 8709120 | consumed tokens: 17836277760 | elapsed time per iteration (s): 0.37 | learning rate: 9.329E-05 | global batch size: 256 | lm loss: 3.132452E+00 | grad norm: 0.279 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.297 | TFLOPs: 32.36 | 7: iteration 34030/ 60336 | consumed samples: 8711680 | consumed tokens: 17841520640 | elapsed time per iteration (s): 0.37 | learning rate: 9.325E-05 | global batch size: 256 | lm loss: 3.124017E+00 | grad norm: 0.270 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.900 | TFLOPs: 32.34 | 7: iteration 34040/ 60336 | consumed samples: 8714240 | consumed tokens: 17846763520 | elapsed time per iteration (s): 0.37 | learning rate: 9.320E-05 | global batch size: 256 | lm loss: 3.111099E+00 | grad norm: 0.253 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.705 | TFLOPs: 32.38 | 7: iteration 34050/ 60336 | consumed samples: 8716800 | consumed tokens: 17852006400 | elapsed time per iteration (s): 0.37 | learning rate: 9.315E-05 | global batch size: 256 | lm loss: 3.121088E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.320 | TFLOPs: 32.36 | 7: iteration 34060/ 60336 | consumed samples: 8719360 | consumed tokens: 17857249280 | elapsed time per iteration (s): 0.37 | learning rate: 9.311E-05 | global batch size: 256 | lm loss: 3.122663E+00 | grad norm: 0.275 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.809 | TFLOPs: 32.34 | 7: iteration 34070/ 60336 | consumed samples: 8721920 | consumed tokens: 17862492160 | elapsed time per iteration (s): 0.37 | learning rate: 9.306E-05 | global batch size: 256 | lm loss: 3.124556E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.695 | TFLOPs: 32.33 | 7: iteration 34080/ 60336 | consumed samples: 8724480 | consumed tokens: 17867735040 | elapsed time per iteration (s): 0.37 | learning rate: 9.301E-05 | global batch size: 256 | lm loss: 3.139699E+00 | grad norm: 0.292 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.270 | TFLOPs: 32.36 | 7: iteration 34090/ 60336 | consumed samples: 8727040 | consumed tokens: 17872977920 | elapsed time per iteration (s): 0.37 | learning rate: 9.297E-05 | global batch size: 256 | lm loss: 3.126557E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.097 | TFLOPs: 32.26 | 7: iteration 34100/ 60336 | consumed samples: 8729600 | consumed tokens: 17878220800 | elapsed time per iteration (s): 0.37 | learning rate: 9.292E-05 | global batch size: 256 | lm loss: 3.128201E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.622 | TFLOPs: 32.33 | 7: iteration 34110/ 60336 | consumed samples: 8732160 | consumed tokens: 17883463680 | elapsed time per iteration (s): 0.37 | learning rate: 9.287E-05 | global batch size: 256 | lm loss: 3.124457E+00 | grad norm: 0.267 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.957 | TFLOPs: 32.34 | 7: iteration 34120/ 60336 | consumed samples: 8734720 | consumed tokens: 17888706560 | elapsed time per iteration (s): 0.37 | learning rate: 9.283E-05 | global batch size: 256 | lm loss: 3.130573E+00 | grad norm: 0.261 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.789 | TFLOPs: 32.43 | 7: iteration 34130/ 60336 | consumed samples: 8737280 | consumed tokens: 17893949440 | elapsed time per iteration (s): 0.37 | learning rate: 9.278E-05 | global batch size: 256 | lm loss: 3.136314E+00 | grad norm: 0.249 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.325 | TFLOPs: 32.36 | 7: iteration 34140/ 60336 | consumed samples: 8739840 | consumed tokens: 17899192320 | elapsed time per iteration (s): 0.37 | learning rate: 9.273E-05 | global batch size: 256 | lm loss: 3.123553E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.811 | TFLOPs: 32.38 | 7: iteration 34150/ 60336 | consumed samples: 8742400 | consumed tokens: 17904435200 | elapsed time per iteration (s): 0.37 | learning rate: 9.269E-05 | global batch size: 256 | lm loss: 3.123927E+00 | grad norm: 0.273 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.482 | TFLOPs: 32.37 | 7: iteration 34160/ 60336 | consumed samples: 8744960 | consumed tokens: 17909678080 | elapsed time per iteration (s): 0.37 | learning rate: 9.264E-05 | global batch size: 256 | lm loss: 3.123421E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.319 | TFLOPs: 32.36 | 7: iteration 34170/ 60336 | consumed samples: 8747520 | consumed tokens: 17914920960 | elapsed time per iteration (s): 0.37 | learning rate: 9.260E-05 | global batch size: 256 | lm loss: 3.132811E+00 | grad norm: 0.255 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.160 | TFLOPs: 32.35 | 7: iteration 34180/ 60336 | consumed samples: 8750080 | consumed tokens: 17920163840 | elapsed time per iteration (s): 0.38 | learning rate: 9.255E-05 | global batch size: 256 | lm loss: 3.131640E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 676.403 | TFLOPs: 31.57 | 7: iteration 34190/ 60336 | consumed samples: 8752640 | consumed tokens: 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consumed samples: 8760320 | consumed tokens: 17941135360 | elapsed time per iteration (s): 0.37 | learning rate: 9.236E-05 | global batch size: 256 | lm loss: 3.129163E+00 | grad norm: 0.255 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.279 | TFLOPs: 32.36 | 7: iteration 34230/ 60336 | consumed samples: 8762880 | consumed tokens: 17946378240 | elapsed time per iteration (s): 0.37 | learning rate: 9.232E-05 | global batch size: 256 | lm loss: 3.130721E+00 | grad norm: 0.255 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.841 | TFLOPs: 32.34 | 7: iteration 34240/ 60336 | consumed samples: 8765440 | consumed tokens: 17951621120 | elapsed time per iteration (s): 0.37 | learning rate: 9.227E-05 | global batch size: 256 | lm loss: 3.124479E+00 | grad norm: 0.267 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.146 | TFLOPs: 32.35 | 7: iteration 34250/ 60336 | consumed samples: 8768000 | consumed tokens: 17956864000 | elapsed time per iteration (s): 0.37 | learning rate: 9.222E-05 | global batch size: 256 | lm loss: 3.135240E+00 | grad norm: 0.270 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.830 | TFLOPs: 32.34 | 7: iteration 34260/ 60336 | consumed samples: 8770560 | consumed tokens: 17962106880 | elapsed time per iteration (s): 0.37 | learning rate: 9.218E-05 | global batch size: 256 | lm loss: 3.133419E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.564 | TFLOPs: 32.37 | 7: iteration 34270/ 60336 | consumed samples: 8773120 | consumed tokens: 17967349760 | elapsed time per iteration (s): 0.37 | learning rate: 9.213E-05 | global batch size: 256 | lm loss: 3.125603E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.299 | TFLOPs: 32.31 | 7: iteration 34280/ 60336 | consumed samples: 8775680 | consumed tokens: 17972592640 | elapsed time per iteration (s): 0.37 | learning rate: 9.208E-05 | global batch size: 256 | lm loss: 3.114317E+00 | grad norm: 0.250 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.770 | TFLOPs: 32.34 | 7: iteration 34290/ 60336 | consumed samples: 8778240 | consumed tokens: 17977835520 | elapsed time per iteration (s): 0.37 | learning rate: 9.204E-05 | global batch size: 256 | lm loss: 3.125083E+00 | grad norm: 0.285 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.163 | TFLOPs: 32.35 | 7: iteration 34300/ 60336 | consumed samples: 8780800 | consumed tokens: 17983078400 | elapsed time per iteration (s): 0.37 | learning rate: 9.199E-05 | global batch size: 256 | lm loss: 3.128221E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.306 | TFLOPs: 32.36 | 7: iteration 34310/ 60336 | consumed samples: 8783360 | consumed tokens: 17988321280 | elapsed time per iteration (s): 0.37 | learning rate: 9.195E-05 | global batch size: 256 | lm loss: 3.126014E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.267 | TFLOPs: 32.36 | 7: iteration 34320/ 60336 | consumed samples: 8785920 | consumed tokens: 17993564160 | elapsed time per iteration (s): 0.37 | learning rate: 9.190E-05 | global batch size: 256 | lm loss: 3.139200E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.116 | TFLOPs: 32.35 | 7: iteration 34330/ 60336 | consumed samples: 8788480 | consumed tokens: 17998807040 | elapsed time per iteration (s): 0.37 | learning rate: 9.185E-05 | global batch size: 256 | lm loss: 3.126064E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.789 | TFLOPs: 32.34 | 7: iteration 34340/ 60336 | consumed samples: 8791040 | consumed tokens: 18004049920 | elapsed time per iteration (s): 0.37 | learning rate: 9.181E-05 | global batch size: 256 | lm loss: 3.117785E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.526 | TFLOPs: 32.37 | 7: iteration 34350/ 60336 | consumed samples: 8793600 | consumed tokens: 18009292800 | elapsed time per iteration (s): 0.37 | learning rate: 9.176E-05 | global batch size: 256 | lm loss: 3.125630E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.195 | TFLOPs: 32.36 | 7: iteration 34360/ 60336 | consumed samples: 8796160 | consumed tokens: 18014535680 | elapsed time per iteration (s): 0.37 | learning rate: 9.171E-05 | global batch size: 256 | lm loss: 3.111297E+00 | grad norm: 0.292 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.773 | TFLOPs: 32.34 | 7: iteration 34370/ 60336 | consumed samples: 8798720 | consumed tokens: 18019778560 | elapsed time per iteration (s): 0.37 | learning rate: 9.167E-05 | global batch size: 256 | lm loss: 3.119384E+00 | grad norm: 0.267 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.207 | TFLOPs: 32.31 | 7: iteration 34380/ 60336 | consumed samples: 8801280 | consumed tokens: 18025021440 | elapsed time per iteration (s): 0.37 | learning rate: 9.162E-05 | global batch size: 256 | lm loss: 3.135979E+00 | grad norm: 0.275 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.390 | TFLOPs: 32.32 | 7: iteration 34390/ 60336 | consumed samples: 8803840 | consumed tokens: 18030264320 | elapsed time per iteration (s): 0.37 | learning rate: 9.157E-05 | global batch size: 256 | lm loss: 3.139834E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.305 | TFLOPs: 32.22 | 7: iteration 34400/ 60336 | consumed samples: 8806400 | consumed tokens: 18035507200 | elapsed time per iteration (s): 0.37 | learning rate: 9.153E-05 | global batch size: 256 | lm loss: 3.107827E+00 | grad norm: 0.260 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.734 | TFLOPs: 32.29 | 7: iteration 34410/ 60336 | consumed samples: 8808960 | consumed tokens: 18040750080 | elapsed time per iteration (s): 0.37 | learning rate: 9.148E-05 | global batch size: 256 | lm loss: 3.123343E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.043 | TFLOPs: 32.30 | 7: iteration 34420/ 60336 | consumed samples: 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iteration 34450/ 60336 | consumed samples: 8819200 | consumed tokens: 18061721600 | elapsed time per iteration (s): 0.37 | learning rate: 9.130E-05 | global batch size: 256 | lm loss: 3.121719E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.887 | TFLOPs: 32.34 | 7: iteration 34460/ 60336 | consumed samples: 8821760 | consumed tokens: 18066964480 | elapsed time per iteration (s): 0.37 | learning rate: 9.125E-05 | global batch size: 256 | lm loss: 3.113822E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.984 | TFLOPs: 32.35 | 7: iteration 34470/ 60336 | consumed samples: 8824320 | consumed tokens: 18072207360 | elapsed time per iteration (s): 0.37 | learning rate: 9.120E-05 | global batch size: 256 | lm loss: 3.129004E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.840 | TFLOPs: 32.34 | 7: iteration 34480/ 60336 | consumed samples: 8826880 | consumed tokens: 18077450240 | elapsed time per iteration (s): 0.37 | learning rate: 9.116E-05 | global batch size: 256 | lm loss: 3.119490E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.145 | TFLOPs: 32.35 | 7: iteration 34490/ 60336 | consumed samples: 8829440 | consumed tokens: 18082693120 | elapsed time per iteration (s): 0.37 | learning rate: 9.111E-05 | global batch size: 256 | lm loss: 3.113045E+00 | grad norm: 0.270 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.626 | TFLOPs: 32.33 | 7: iteration 34500/ 60336 | consumed samples: 8832000 | consumed tokens: 18087936000 | elapsed time per iteration (s): 0.37 | learning rate: 9.107E-05 | global batch size: 256 | lm loss: 3.125156E+00 | grad norm: 0.252 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.778 | TFLOPs: 32.34 | 7: iteration 34510/ 60336 | consumed samples: 8834560 | consumed tokens: 18093178880 | elapsed time per iteration (s): 0.37 | learning rate: 9.102E-05 | global batch size: 256 | lm loss: 3.128594E+00 | grad norm: 0.268 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.836 | TFLOPs: 32.34 | 7: iteration 34520/ 60336 | consumed samples: 8837120 | consumed tokens: 18098421760 | elapsed time per iteration (s): 0.37 | learning rate: 9.097E-05 | global batch size: 256 | lm loss: 3.130677E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.886 | TFLOPs: 32.34 | 7: iteration 34530/ 60336 | consumed samples: 8839680 | consumed tokens: 18103664640 | elapsed time per iteration (s): 0.37 | learning rate: 9.093E-05 | global batch size: 256 | lm loss: 3.137675E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.643 | TFLOPs: 32.33 | 7: iteration 34540/ 60336 | consumed samples: 8842240 | consumed tokens: 18108907520 | elapsed time per iteration (s): 0.37 | learning rate: 9.088E-05 | global batch size: 256 | lm loss: 3.135584E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.099 | TFLOPs: 32.35 | 7: iteration 34550/ 60336 | consumed samples: 8844800 | consumed tokens: 18114150400 | elapsed time per iteration (s): 0.37 | learning rate: 9.083E-05 | global batch size: 256 | lm loss: 3.126960E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.028 | TFLOPs: 32.35 | 7: iteration 34560/ 60336 | consumed samples: 8847360 | consumed tokens: 18119393280 | elapsed time per iteration (s): 0.37 | learning rate: 9.079E-05 | global batch size: 256 | lm loss: 3.135967E+00 | grad norm: 0.268 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.441 | TFLOPs: 32.32 | 7: iteration 34570/ 60336 | consumed samples: 8849920 | consumed tokens: 18124636160 | elapsed time per iteration (s): 0.37 | learning rate: 9.074E-05 | global batch size: 256 | lm loss: 3.126362E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.054 | TFLOPs: 32.35 | 7: iteration 34580/ 60336 | consumed samples: 8852480 | consumed tokens: 18129879040 | elapsed time per iteration (s): 0.37 | learning rate: 9.070E-05 | global batch size: 256 | lm loss: 3.124263E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.862 | TFLOPs: 32.34 | 7: iteration 34590/ 60336 | consumed samples: 8855040 | consumed tokens: 18135121920 | elapsed time per iteration (s): 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iterations: 0 | samples per second: 692.739 | TFLOPs: 32.33 | 7: iteration 34710/ 60336 | consumed samples: 8885760 | consumed tokens: 18198036480 | elapsed time per iteration (s): 0.37 | learning rate: 9.009E-05 | global batch size: 256 | lm loss: 3.130424E+00 | grad norm: 0.300 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.367 | TFLOPs: 32.32 | 7: iteration 34720/ 60336 | consumed samples: 8888320 | consumed tokens: 18203279360 | elapsed time per iteration (s): 0.37 | learning rate: 9.005E-05 | global batch size: 256 | lm loss: 3.124203E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.192 | TFLOPs: 32.31 | 7: iteration 34730/ 60336 | consumed samples: 8890880 | consumed tokens: 18208522240 | elapsed time per iteration (s): 0.37 | learning rate: 9.000E-05 | global batch size: 256 | lm loss: 3.131903E+00 | grad norm: 0.257 | num zeros: 0.0 | 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samples per second: 693.176 | TFLOPs: 32.35 | 7: iteration 34910/ 60336 | consumed samples: 8936960 | consumed tokens: 18302894080 | elapsed time per iteration (s): 0.37 | learning rate: 8.917E-05 | global batch size: 256 | lm loss: 3.130280E+00 | grad norm: 0.250 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.899 | TFLOPs: 32.34 | 7: iteration 34920/ 60336 | consumed samples: 8939520 | consumed tokens: 18308136960 | elapsed time per iteration (s): 0.37 | learning rate: 8.913E-05 | global batch size: 256 | lm loss: 3.125817E+00 | grad norm: 0.273 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.127 | TFLOPs: 32.35 | 7: iteration 34930/ 60336 | consumed samples: 8942080 | consumed tokens: 18313379840 | elapsed time per iteration (s): 0.37 | learning rate: 8.908E-05 | global batch size: 256 | lm loss: 3.124018E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped 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0.272 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.908 | TFLOPs: 32.34 | 7: iteration 34970/ 60336 | consumed samples: 8952320 | consumed tokens: 18334351360 | elapsed time per iteration (s): 0.37 | learning rate: 8.890E-05 | global batch size: 256 | lm loss: 3.111498E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.336 | TFLOPs: 32.32 | 7: iteration 34980/ 60336 | consumed samples: 8954880 | consumed tokens: 18339594240 | elapsed time per iteration (s): 0.37 | learning rate: 8.885E-05 | global batch size: 256 | lm loss: 3.118086E+00 | grad norm: 0.247 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.960 | TFLOPs: 32.34 | 7: iteration 34990/ 60336 | consumed samples: 8957440 | consumed tokens: 18344837120 | elapsed time per iteration (s): 0.37 | learning rate: 8.880E-05 | global batch size: 256 | lm loss: 3.128365E+00 | grad norm: 0.267 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.030 | TFLOPs: 32.35 | 7: iteration 35000/ 60336 | consumed samples: 8960000 | consumed tokens: 18350080000 | elapsed time per iteration (s): 0.37 | learning rate: 8.876E-05 | global batch size: 256 | lm loss: 3.124286E+00 | grad norm: 0.253 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.386 | TFLOPs: 32.32 | 7: ------------------------------------------------------------------------------------------------ 7: validation loss at iteration 35000 | lm loss value: 3.756441E+00 | lm loss PPL: 4.279585E+01 | 7: ------------------------------------------------------------------------------------------------ 0: saving checkpoint at iteration 35000 to checkpoints_146m32b100m 0: [2023-03-16 13:39:04,370] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step35000 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[engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step35000/bf16_zero_pp_rank_46_mp_rank_00_optim_states.pt 5: [2023-03-16 13:39:04,747] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step35000 is ready now! 1: [2023-03-16 13:39:04,747] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step35000/bf16_zero_pp_rank_8_mp_rank_00_optim_states.pt. 1: [2023-03-16 13:39:04,747] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step35000/bf16_zero_pp_rank_8_mp_rank_00_optim_states.pt 1: [2023-03-16 13:39:04,747] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step35000 is ready now! 1: [2023-03-16 13:39:04,748] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step35000/bf16_zero_pp_rank_15_mp_rank_00_optim_states.pt. 1: [2023-03-16 13:39:04,748] [INFO] 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checkpoints_146m32b100m/global_step35000/bf16_zero_pp_rank_22_mp_rank_00_optim_states.pt. 2: [2023-03-16 13:39:04,748] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step35000/bf16_zero_pp_rank_22_mp_rank_00_optim_states.pt 2: [2023-03-16 13:39:04,748] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step35000/bf16_zero_pp_rank_18_mp_rank_00_optim_states.pt 2: [2023-03-16 13:39:04,748] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step35000 is ready now! 2: [2023-03-16 13:39:04,748] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step35000 is ready now! 2: [2023-03-16 13:39:04,749] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step35000/bf16_zero_pp_rank_17_mp_rank_00_optim_states.pt. 2: [2023-03-16 13:39:04,749] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved 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[torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step35000 is ready now! 7: [2023-03-16 13:39:04,758] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step35000/bf16_zero_pp_rank_60_mp_rank_00_optim_states.pt 7: [2023-03-16 13:39:04,758] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step35000 is ready now! 1: [2023-03-16 13:39:04,761] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step35000/bf16_zero_pp_rank_13_mp_rank_00_optim_states.pt. 1: [2023-03-16 13:39:04,761] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step35000/bf16_zero_pp_rank_13_mp_rank_00_optim_states.pt 1: [2023-03-16 13:39:04,761] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step35000 is ready now! 0: [2023-03-16 13:39:04,773] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step35000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt 0: [2023-03-16 13:39:04,773] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step35000 is ready now! 0: successfully saved checkpoint at iteration 35000 to checkpoints_146m32b100m 7: time (ms) | save-checkpoint: 409.20 7: iteration 35010/ 60336 | consumed samples: 8962560 | consumed tokens: 18355322880 | elapsed time per iteration (s): 0.42 | learning rate: 8.871E-05 | global batch size: 256 | lm loss: 3.124023E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 610.503 | TFLOPs: 28.50 | 7: iteration 35020/ 60336 | consumed samples: 8965120 | consumed tokens: 18360565760 | elapsed time per iteration (s): 0.37 | learning rate: 8.867E-05 | global batch size: 256 | lm loss: 3.115160E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 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of nan iterations: 0 | samples per second: 694.125 | TFLOPs: 32.40 | 7: iteration 35060/ 60336 | consumed samples: 8975360 | consumed tokens: 18381537280 | elapsed time per iteration (s): 0.37 | learning rate: 8.848E-05 | global batch size: 256 | lm loss: 3.132550E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.760 | TFLOPs: 32.38 | 7: iteration 35070/ 60336 | consumed samples: 8977920 | consumed tokens: 18386780160 | elapsed time per iteration (s): 0.37 | learning rate: 8.844E-05 | global batch size: 256 | lm loss: 3.130880E+00 | grad norm: 0.246 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.653 | TFLOPs: 32.38 | 7: iteration 35080/ 60336 | consumed samples: 8980480 | consumed tokens: 18392023040 | elapsed time per iteration (s): 0.37 | learning rate: 8.839E-05 | global batch size: 256 | lm loss: 3.132377E+00 | grad norm: 0.255 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.783 | TFLOPs: 32.38 | 7: iteration 35090/ 60336 | consumed samples: 8983040 | consumed tokens: 18397265920 | elapsed time per iteration (s): 0.37 | learning rate: 8.834E-05 | global batch size: 256 | lm loss: 3.134335E+00 | grad norm: 0.267 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.487 | TFLOPs: 32.28 | 7: iteration 35100/ 60336 | consumed samples: 8985600 | consumed tokens: 18402508800 | elapsed time per iteration (s): 0.37 | learning rate: 8.830E-05 | global batch size: 256 | lm loss: 3.130679E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.788 | TFLOPs: 32.38 | 7: iteration 35110/ 60336 | consumed samples: 8988160 | consumed tokens: 18407751680 | elapsed time per iteration (s): 0.37 | learning rate: 8.825E-05 | global batch size: 256 | lm loss: 3.121599E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.225 | TFLOPs: 32.36 | 7: iteration 35120/ 60336 | consumed samples: 8990720 | consumed tokens: 18412994560 | elapsed time per iteration (s): 0.37 | learning rate: 8.821E-05 | global batch size: 256 | lm loss: 3.126593E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.662 | TFLOPs: 32.38 | 7: iteration 35130/ 60336 | consumed samples: 8993280 | consumed tokens: 18418237440 | elapsed time per iteration (s): 0.37 | learning rate: 8.816E-05 | global batch size: 256 | lm loss: 3.116790E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.893 | TFLOPs: 32.34 | 7: iteration 35140/ 60336 | consumed samples: 8995840 | consumed tokens: 18423480320 | elapsed time per iteration (s): 0.37 | learning rate: 8.811E-05 | global batch size: 256 | lm loss: 3.117740E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.756 | TFLOPs: 32.38 | 7: iteration 35150/ 60336 | consumed samples: 8998400 | consumed tokens: 18428723200 | elapsed time per iteration (s): 0.37 | learning rate: 8.807E-05 | global batch size: 256 | lm loss: 3.110680E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.593 | TFLOPs: 32.37 | 7: iteration 35160/ 60336 | consumed samples: 9000960 | consumed tokens: 18433966080 | elapsed time per iteration (s): 0.37 | learning rate: 8.802E-05 | global batch size: 256 | lm loss: 3.109401E+00 | grad norm: 0.288 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.638 | TFLOPs: 32.33 | 7: iteration 35170/ 60336 | consumed samples: 9003520 | consumed tokens: 18439208960 | elapsed time per iteration (s): 0.37 | learning rate: 8.798E-05 | global batch size: 256 | lm loss: 3.122116E+00 | grad norm: 0.271 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.008 | TFLOPs: 32.39 | 7: iteration 35180/ 60336 | consumed samples: 9006080 | consumed tokens: 18444451840 | elapsed time per iteration (s): 0.37 | learning rate: 8.793E-05 | global batch size: 256 | lm loss: 3.117462E+00 | grad norm: 0.275 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.296 | TFLOPs: 32.36 | 7: iteration 35190/ 60336 | consumed samples: 9008640 | consumed tokens: 18449694720 | elapsed time per iteration (s): 0.37 | learning rate: 8.789E-05 | global batch size: 256 | lm loss: 3.112697E+00 | grad norm: 0.249 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.645 | TFLOPs: 32.33 | 7: iteration 35200/ 60336 | consumed samples: 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iteration 35230/ 60336 | consumed samples: 9018880 | consumed tokens: 18470666240 | elapsed time per iteration (s): 0.37 | learning rate: 8.770E-05 | global batch size: 256 | lm loss: 3.121160E+00 | grad norm: 0.286 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.287 | TFLOPs: 32.36 | 7: iteration 35240/ 60336 | consumed samples: 9021440 | consumed tokens: 18475909120 | elapsed time per iteration (s): 0.37 | learning rate: 8.766E-05 | global batch size: 256 | lm loss: 3.120661E+00 | grad norm: 0.245 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.527 | TFLOPs: 32.32 | 7: iteration 35250/ 60336 | consumed samples: 9024000 | consumed tokens: 18481152000 | elapsed time per iteration (s): 0.37 | learning rate: 8.761E-05 | global batch size: 256 | lm loss: 3.116833E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | 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0.256 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.626 | TFLOPs: 32.42 | 7: iteration 35320/ 60336 | consumed samples: 9041920 | consumed tokens: 18517852160 | elapsed time per iteration (s): 0.37 | learning rate: 8.729E-05 | global batch size: 256 | lm loss: 3.130723E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.415 | TFLOPs: 32.41 | 7: iteration 35330/ 60336 | consumed samples: 9044480 | consumed tokens: 18523095040 | elapsed time per iteration (s): 0.37 | learning rate: 8.724E-05 | global batch size: 256 | lm loss: 3.123927E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.139 | TFLOPs: 32.40 | 7: iteration 35340/ 60336 | consumed samples: 9047040 | consumed tokens: 18528337920 | elapsed time per iteration (s): 0.37 | learning rate: 8.720E-05 | global batch size: 256 | lm loss: 3.115123E+00 | grad norm: 0.256 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.811 | TFLOPs: 32.34 | 7: iteration 35350/ 60336 | consumed samples: 9049600 | consumed tokens: 18533580800 | elapsed time per iteration (s): 0.37 | learning rate: 8.715E-05 | global batch size: 256 | lm loss: 3.124193E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.271 | TFLOPs: 32.36 | 7: iteration 35360/ 60336 | consumed samples: 9052160 | consumed tokens: 18538823680 | elapsed time per iteration (s): 0.37 | learning rate: 8.711E-05 | global batch size: 256 | lm loss: 3.115071E+00 | grad norm: 0.253 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.070 | TFLOPs: 32.35 | 7: iteration 35370/ 60336 | consumed samples: 9054720 | consumed tokens: 18544066560 | elapsed time per iteration (s): 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TFLOPs: 32.37 | 7: iteration 35460/ 60336 | consumed samples: 9077760 | consumed tokens: 18591252480 | elapsed time per iteration (s): 0.37 | learning rate: 8.665E-05 | global batch size: 256 | lm loss: 3.118277E+00 | grad norm: 0.284 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.282 | TFLOPs: 32.36 | 7: iteration 35470/ 60336 | consumed samples: 9080320 | consumed tokens: 18596495360 | elapsed time per iteration (s): 0.37 | learning rate: 8.660E-05 | global batch size: 256 | lm loss: 3.116190E+00 | grad norm: 0.283 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.179 | TFLOPs: 32.36 | 7: iteration 35480/ 60336 | consumed samples: 9082880 | consumed tokens: 18601738240 | elapsed time per iteration (s): 0.37 | learning rate: 8.656E-05 | global batch size: 256 | lm loss: 3.123853E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.946 | TFLOPs: 32.34 | 7: iteration 35490/ 60336 | consumed samples: 9085440 | consumed tokens: 18606981120 | elapsed time per iteration (s): 0.37 | learning rate: 8.651E-05 | global batch size: 256 | lm loss: 3.122933E+00 | grad norm: 0.261 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.321 | TFLOPs: 32.36 | 7: iteration 35500/ 60336 | consumed samples: 9088000 | consumed tokens: 18612224000 | elapsed time per iteration (s): 0.37 | learning rate: 8.647E-05 | global batch size: 256 | lm loss: 3.124577E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.280 | TFLOPs: 32.31 | 7: iteration 35510/ 60336 | consumed samples: 9090560 | consumed tokens: 18617466880 | elapsed time per iteration (s): 0.37 | learning rate: 8.642E-05 | global batch size: 256 | lm loss: 3.122778E+00 | grad norm: 0.263 | num zeros: 0.0 | 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iteration 35660/ 60336 | consumed samples: 9128960 | consumed tokens: 18696110080 | elapsed time per iteration (s): 0.37 | learning rate: 8.574E-05 | global batch size: 256 | lm loss: 3.123710E+00 | grad norm: 0.245 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.690 | TFLOPs: 32.33 | 7: iteration 35670/ 60336 | consumed samples: 9131520 | consumed tokens: 18701352960 | elapsed time per iteration (s): 0.37 | learning rate: 8.569E-05 | global batch size: 256 | lm loss: 3.132163E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.501 | TFLOPs: 32.32 | 7: iteration 35680/ 60336 | consumed samples: 9134080 | consumed tokens: 18706595840 | elapsed time per iteration (s): 0.37 | learning rate: 8.564E-05 | global batch size: 256 | lm loss: 3.130149E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.920 | TFLOPs: 32.34 | 7: iteration 35690/ 60336 | consumed samples: 9136640 | consumed tokens: 18711838720 | elapsed time per iteration (s): 0.37 | learning rate: 8.560E-05 | global batch size: 256 | lm loss: 3.116933E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.137 | TFLOPs: 32.35 | 7: iteration 35700/ 60336 | consumed samples: 9139200 | consumed tokens: 18717081600 | elapsed time per iteration (s): 0.37 | learning rate: 8.555E-05 | global batch size: 256 | lm loss: 3.113682E+00 | grad norm: 0.253 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.977 | TFLOPs: 32.35 | 7: iteration 35710/ 60336 | consumed samples: 9141760 | consumed tokens: 18722324480 | elapsed time per iteration (s): 0.37 | learning rate: 8.551E-05 | global batch size: 256 | lm loss: 3.122142E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.675 | TFLOPs: 32.33 | 7: iteration 35720/ 60336 | consumed samples: 9144320 | consumed tokens: 18727567360 | elapsed time per iteration (s): 0.37 | learning rate: 8.546E-05 | global batch size: 256 | lm loss: 3.121282E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.556 | TFLOPs: 32.33 | 7: iteration 35730/ 60336 | consumed samples: 9146880 | consumed tokens: 18732810240 | elapsed time per iteration (s): 0.37 | learning rate: 8.542E-05 | global batch size: 256 | lm loss: 3.115127E+00 | grad norm: 0.261 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.584 | TFLOPs: 32.33 | 7: iteration 35740/ 60336 | consumed samples: 9149440 | consumed tokens: 18738053120 | elapsed time per iteration (s): 0.37 | learning rate: 8.537E-05 | global batch size: 256 | lm loss: 3.128815E+00 | grad norm: 0.244 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.331 | TFLOPs: 32.32 | 7: iteration 35750/ 60336 | consumed samples: 9152000 | consumed tokens: 18743296000 | elapsed time per iteration (s): 0.37 | learning rate: 8.533E-05 | global batch size: 256 | lm loss: 3.125145E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.271 | TFLOPs: 32.31 | 7: iteration 35760/ 60336 | consumed samples: 9154560 | consumed tokens: 18748538880 | elapsed time per iteration (s): 0.37 | learning rate: 8.528E-05 | global batch size: 256 | lm loss: 3.113820E+00 | grad norm: 0.276 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.861 | TFLOPs: 32.34 | 7: iteration 35770/ 60336 | consumed samples: 9157120 | consumed tokens: 18753781760 | elapsed time per iteration (s): 0.37 | learning rate: 8.523E-05 | global batch size: 256 | lm loss: 3.131048E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.641 | TFLOPs: 32.33 | 7: iteration 35780/ 60336 | consumed samples: 9159680 | consumed tokens: 18759024640 | elapsed time per iteration (s): 0.37 | learning rate: 8.519E-05 | global batch size: 256 | lm loss: 3.113066E+00 | grad norm: 0.268 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.729 | TFLOPs: 32.33 | 7: iteration 35790/ 60336 | consumed samples: 9162240 | consumed tokens: 18764267520 | elapsed time per iteration (s): 0.37 | learning rate: 8.514E-05 | global batch size: 256 | lm loss: 3.115496E+00 | grad norm: 0.260 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.330 | TFLOPs: 32.36 | 7: iteration 35800/ 60336 | consumed samples: 9164800 | consumed tokens: 18769510400 | elapsed time per iteration (s): 0.37 | learning rate: 8.510E-05 | global batch size: 256 | lm loss: 3.115465E+00 | grad norm: 0.268 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.025 | TFLOPs: 32.35 | 7: iteration 35810/ 60336 | consumed samples: 9167360 | consumed tokens: 18774753280 | elapsed time per iteration (s): 0.37 | learning rate: 8.505E-05 | global batch size: 256 | lm loss: 3.118435E+00 | grad norm: 0.273 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.809 | TFLOPs: 32.34 | 7: iteration 35820/ 60336 | consumed samples: 9169920 | consumed tokens: 18779996160 | elapsed time per iteration (s): 0.37 | learning rate: 8.501E-05 | global batch size: 256 | lm loss: 3.108831E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.098 | TFLOPs: 32.35 | 7: iteration 35830/ 60336 | consumed samples: 9172480 | consumed tokens: 18785239040 | elapsed time per iteration (s): 0.37 | learning rate: 8.496E-05 | global batch size: 256 | lm loss: 3.125750E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.959 | TFLOPs: 32.34 | 7: iteration 35840/ 60336 | consumed samples: 9175040 | consumed tokens: 18790481920 | elapsed time per iteration (s): 0.37 | learning rate: 8.492E-05 | global batch size: 256 | lm loss: 3.117195E+00 | grad norm: 0.261 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.058 | TFLOPs: 32.35 | 7: iteration 35850/ 60336 | consumed samples: 9177600 | consumed tokens: 18795724800 | elapsed time per iteration (s): 0.37 | learning rate: 8.487E-05 | global batch size: 256 | lm loss: 3.133667E+00 | grad norm: 0.256 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.619 | TFLOPs: 32.33 | 7: iteration 35860/ 60336 | consumed samples: 9180160 | consumed tokens: 18800967680 | elapsed time per iteration (s): 0.37 | learning rate: 8.483E-05 | global batch size: 256 | lm loss: 3.116753E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.360 | TFLOPs: 32.32 | 7: iteration 35870/ 60336 | consumed samples: 9182720 | consumed tokens: 18806210560 | elapsed time per iteration (s): 0.37 | learning rate: 8.478E-05 | global batch size: 256 | lm loss: 3.122512E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.377 | TFLOPs: 32.36 | 7: iteration 35880/ 60336 | consumed samples: 9185280 | consumed tokens: 18811453440 | elapsed time per iteration (s): 0.37 | learning rate: 8.473E-05 | global batch size: 256 | lm loss: 3.116796E+00 | grad norm: 0.252 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.198 | TFLOPs: 32.36 | 7: iteration 35890/ 60336 | consumed samples: 9187840 | consumed tokens: 18816696320 | elapsed time per iteration (s): 0.37 | learning rate: 8.469E-05 | global batch size: 256 | lm loss: 3.116174E+00 | grad norm: 0.252 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.580 | TFLOPs: 32.33 | 7: iteration 35900/ 60336 | consumed samples: 9190400 | consumed tokens: 18821939200 | elapsed time per iteration (s): 0.37 | learning rate: 8.464E-05 | global batch size: 256 | lm loss: 3.118201E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.957 | TFLOPs: 32.30 | 7: iteration 35910/ 60336 | consumed samples: 9192960 | consumed tokens: 18827182080 | elapsed time per iteration (s): 0.37 | learning rate: 8.460E-05 | global batch size: 256 | lm loss: 3.119184E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.933 | TFLOPs: 32.30 | 7: iteration 35920/ 60336 | consumed samples: 9195520 | consumed tokens: 18832424960 | elapsed time per iteration (s): 0.37 | learning rate: 8.455E-05 | global batch size: 256 | lm loss: 3.124985E+00 | grad norm: 0.289 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.784 | TFLOPs: 32.34 | 7: iteration 35930/ 60336 | consumed samples: 9198080 | consumed tokens: 18837667840 | elapsed time per iteration (s): 0.37 | learning rate: 8.451E-05 | global batch size: 256 | lm loss: 3.109594E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.974 | TFLOPs: 32.35 | 7: iteration 35940/ 60336 | consumed samples: 9200640 | consumed tokens: 18842910720 | elapsed time per iteration (s): 0.37 | learning rate: 8.446E-05 | global batch size: 256 | lm loss: 3.113401E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.684 | TFLOPs: 32.38 | 7: iteration 35950/ 60336 | consumed samples: 9203200 | consumed tokens: 18848153600 | elapsed time per iteration (s): 0.37 | learning rate: 8.442E-05 | global batch size: 256 | lm loss: 3.118558E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.994 | TFLOPs: 32.35 | 7: iteration 35960/ 60336 | consumed samples: 9205760 | consumed tokens: 18853396480 | elapsed time per iteration (s): 0.37 | learning rate: 8.437E-05 | global batch size: 256 | lm loss: 3.126304E+00 | grad norm: 0.300 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.484 | TFLOPs: 32.32 | 7: iteration 35970/ 60336 | consumed samples: 9208320 | consumed tokens: 18858639360 | elapsed time per iteration (s): 0.37 | learning rate: 8.433E-05 | global batch size: 256 | lm loss: 3.124360E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.663 | TFLOPs: 32.33 | 7: iteration 35980/ 60336 | consumed samples: 9210880 | consumed tokens: 18863882240 | elapsed time per iteration (s): 0.37 | learning rate: 8.428E-05 | global batch size: 256 | lm loss: 3.114170E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.700 | TFLOPs: 32.33 | 7: iteration 35990/ 60336 | consumed samples: 9213440 | consumed tokens: 18869125120 | elapsed time per iteration (s): 0.37 | learning rate: 8.424E-05 | global batch size: 256 | lm loss: 3.112105E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.422 | TFLOPs: 32.32 | 0: [2023-03-16 13:45:14,273] [INFO] [logging.py:68:log_dist] [Rank 0] step=36000, skipped=0, lr=[8.419008396796206e-05, 8.419008396796206e-05, 8.419008396796206e-05], mom=[(0.9, 0.999), (0.9, 0.999), (0.9, 0.999)] 7: iteration 36000/ 60336 | consumed samples: 9216000 | consumed tokens: 18874368000 | elapsed time per iteration (s): 0.37 | learning rate: 8.419E-05 | global batch size: 256 | lm loss: 3.108124E+00 | grad norm: 0.261 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.215 | TFLOPs: 32.36 | 0: steps: 36000 loss: 3.0981 iter time (s): 0.367 samples/sec: 696.730 7: ------------------------------------------------------------------------------------------------ 7: validation loss at iteration 36000 | lm loss value: 3.845809E+00 | lm loss PPL: 4.679654E+01 | 7: ------------------------------------------------------------------------------------------------ 0: saving checkpoint at iteration 36000 to checkpoints_146m32b100m 0: [2023-03-16 13:45:14,396] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step36000 is begin to save! 0: [2023-03-16 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[torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step36000 is ready now! 6: [2023-03-16 13:45:14,796] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step36000/bf16_zero_pp_rank_53_mp_rank_00_optim_states.pt. 6: [2023-03-16 13:45:14,796] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step36000/bf16_zero_pp_rank_53_mp_rank_00_optim_states.pt 6: [2023-03-16 13:45:14,796] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step36000 is ready now! 0: [2023-03-16 13:45:14,809] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step36000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt 0: [2023-03-16 13:45:14,809] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step36000 is ready now! 0: successfully saved checkpoint at iteration 36000 to checkpoints_146m32b100m 7: time (ms) | save-checkpoint: 418.53 7: iteration 36010/ 60336 | consumed samples: 9218560 | consumed tokens: 18879610880 | elapsed time per iteration (s): 0.43 | learning rate: 8.414E-05 | global batch size: 256 | lm loss: 3.108596E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 600.445 | TFLOPs: 28.03 | 7: iteration 36020/ 60336 | consumed samples: 9221120 | consumed tokens: 18884853760 | elapsed time per iteration (s): 0.37 | learning rate: 8.410E-05 | global batch size: 256 | lm loss: 3.102929E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.325 | TFLOPs: 32.27 | 7: iteration 36030/ 60336 | consumed samples: 9223680 | consumed tokens: 18890096640 | elapsed time per iteration (s): 0.37 | learning rate: 8.405E-05 | global batch size: 256 | lm loss: 3.131008E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.900 | TFLOPs: 32.25 | 7: iteration 36040/ 60336 | consumed samples: 9226240 | consumed tokens: 18895339520 | elapsed time per iteration (s): 0.37 | learning rate: 8.401E-05 | global batch size: 256 | lm loss: 3.118859E+00 | grad norm: 0.261 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.769 | TFLOPs: 32.24 | 7: iteration 36050/ 60336 | consumed samples: 9228800 | consumed tokens: 18900582400 | elapsed time per iteration (s): 0.37 | learning rate: 8.396E-05 | global batch size: 256 | lm loss: 3.136417E+00 | grad norm: 0.260 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.303 | TFLOPs: 32.41 | 7: iteration 36060/ 60336 | consumed samples: 9231360 | consumed tokens: 18905825280 | elapsed time per iteration (s): 0.37 | learning rate: 8.392E-05 | global batch size: 256 | lm loss: 3.115622E+00 | grad norm: 0.256 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.388 | TFLOPs: 32.41 | 7: iteration 36070/ 60336 | consumed samples: 9233920 | consumed tokens: 18911068160 | elapsed time per iteration (s): 0.37 | learning rate: 8.387E-05 | global batch size: 256 | lm loss: 3.130944E+00 | grad norm: 0.271 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.500 | TFLOPs: 32.42 | 7: iteration 36080/ 60336 | consumed samples: 9236480 | consumed tokens: 18916311040 | elapsed time per iteration (s): 0.37 | learning rate: 8.383E-05 | global batch size: 256 | lm loss: 3.123523E+00 | grad norm: 0.290 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.296 | TFLOPs: 32.41 | 7: iteration 36090/ 60336 | consumed samples: 9239040 | consumed tokens: 18921553920 | elapsed time per iteration (s): 0.37 | learning rate: 8.378E-05 | global batch size: 256 | lm loss: 3.110073E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.264 | TFLOPs: 32.41 | 7: iteration 36100/ 60336 | consumed samples: 9241600 | consumed tokens: 18926796800 | elapsed time per iteration (s): 0.37 | learning rate: 8.374E-05 | global batch size: 256 | lm loss: 3.103528E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.690 | TFLOPs: 32.43 | 7: iteration 36110/ 60336 | consumed samples: 9244160 | consumed tokens: 18932039680 | elapsed time per iteration (s): 0.37 | learning rate: 8.369E-05 | global batch size: 256 | lm loss: 3.117669E+00 | grad norm: 0.267 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.436 | TFLOPs: 32.41 | 7: iteration 36120/ 60336 | consumed samples: 9246720 | consumed tokens: 18937282560 | elapsed time per iteration (s): 0.37 | learning rate: 8.365E-05 | global batch size: 256 | lm loss: 3.115237E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.624 | TFLOPs: 32.42 | 7: iteration 36130/ 60336 | consumed samples: 9249280 | consumed tokens: 18942525440 | elapsed time per iteration (s): 0.37 | learning rate: 8.360E-05 | global batch size: 256 | lm loss: 3.112289E+00 | grad norm: 0.263 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.465 | TFLOPs: 32.42 | 7: iteration 36140/ 60336 | consumed samples: 9251840 | consumed tokens: 18947768320 | elapsed time per iteration (s): 0.37 | learning rate: 8.356E-05 | global batch size: 256 | lm loss: 3.135006E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.656 | TFLOPs: 32.42 | 7: iteration 36150/ 60336 | consumed samples: 9254400 | consumed tokens: 18953011200 | elapsed 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iteration 36210/ 60336 | consumed samples: 9269760 | consumed tokens: 18984468480 | elapsed time per iteration (s): 0.37 | learning rate: 8.324E-05 | global batch size: 256 | lm loss: 3.122244E+00 | grad norm: 0.256 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.691 | TFLOPs: 32.43 | 7: iteration 36220/ 60336 | consumed samples: 9272320 | consumed tokens: 18989711360 | elapsed time per iteration (s): 0.37 | learning rate: 8.319E-05 | global batch size: 256 | lm loss: 3.107987E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.214 | TFLOPs: 32.40 | 7: iteration 36230/ 60336 | consumed samples: 9274880 | consumed tokens: 18994954240 | elapsed time per iteration (s): 0.37 | learning rate: 8.315E-05 | global batch size: 256 | lm loss: 3.118447E+00 | grad norm: 0.280 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.995 | TFLOPs: 32.39 | 7: iteration 36240/ 60336 | consumed samples: 9277440 | consumed tokens: 19000197120 | elapsed time per iteration (s): 0.37 | learning rate: 8.310E-05 | global batch size: 256 | lm loss: 3.132711E+00 | grad norm: 0.271 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.434 | TFLOPs: 32.37 | 7: iteration 36250/ 60336 | consumed samples: 9280000 | consumed tokens: 19005440000 | elapsed time per iteration (s): 0.37 | learning rate: 8.306E-05 | global batch size: 256 | lm loss: 3.118614E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.897 | TFLOPs: 32.39 | 7: iteration 36260/ 60336 | consumed samples: 9282560 | consumed tokens: 19010682880 | elapsed time per iteration (s): 0.37 | learning rate: 8.301E-05 | global batch size: 256 | lm loss: 3.133490E+00 | grad norm: 0.247 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.829 | TFLOPs: 32.39 | 7: iteration 36270/ 60336 | consumed samples: 9285120 | consumed tokens: 19015925760 | elapsed time per iteration (s): 0.37 | learning rate: 8.297E-05 | global batch size: 256 | lm loss: 3.118636E+00 | grad norm: 0.256 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.730 | TFLOPs: 32.38 | 7: iteration 36280/ 60336 | consumed samples: 9287680 | consumed tokens: 19021168640 | elapsed time per iteration (s): 0.37 | learning rate: 8.292E-05 | global batch size: 256 | lm loss: 3.121921E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.996 | TFLOPs: 32.39 | 7: iteration 36290/ 60336 | consumed samples: 9290240 | consumed tokens: 19026411520 | elapsed time per iteration (s): 0.37 | learning rate: 8.288E-05 | global batch size: 256 | lm loss: 3.115843E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.645 | TFLOPs: 32.38 | 7: iteration 36300/ 60336 | consumed samples: 9292800 | consumed tokens: 19031654400 | elapsed time per iteration (s): 0.37 | learning rate: 8.283E-05 | global batch size: 256 | lm loss: 3.116648E+00 | grad norm: 0.270 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.175 | TFLOPs: 32.40 | 7: iteration 36310/ 60336 | consumed samples: 9295360 | consumed tokens: 19036897280 | elapsed time per iteration (s): 0.37 | learning rate: 8.279E-05 | global batch size: 256 | lm loss: 3.108832E+00 | grad norm: 0.268 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.108 | TFLOPs: 32.40 | 7: iteration 36320/ 60336 | consumed samples: 9297920 | consumed tokens: 19042140160 | elapsed time per iteration (s): 0.37 | learning rate: 8.274E-05 | global batch size: 256 | lm loss: 3.121013E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.761 | TFLOPs: 32.38 | 7: iteration 36330/ 60336 | consumed samples: 9300480 | consumed tokens: 19047383040 | elapsed time per iteration (s): 0.37 | learning rate: 8.270E-05 | global batch size: 256 | lm loss: 3.102767E+00 | grad norm: 0.273 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.345 | TFLOPs: 32.41 | 7: iteration 36340/ 60336 | consumed samples: 9303040 | consumed tokens: 19052625920 | elapsed time per iteration (s): 0.37 | learning rate: 8.265E-05 | global batch size: 256 | lm loss: 3.104917E+00 | grad norm: 0.256 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.188 | TFLOPs: 32.40 | 7: iteration 36350/ 60336 | consumed samples: 9305600 | consumed tokens: 19057868800 | elapsed time per iteration (s): 0.37 | learning rate: 8.261E-05 | global batch size: 256 | lm loss: 3.103403E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.827 | TFLOPs: 32.39 | 7: iteration 36360/ 60336 | consumed samples: 9308160 | consumed tokens: 19063111680 | elapsed time per iteration (s): 0.37 | learning rate: 8.256E-05 | global batch size: 256 | lm loss: 3.110489E+00 | grad norm: 0.260 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.100 | TFLOPs: 32.40 | 7: iteration 36370/ 60336 | consumed samples: 9310720 | consumed tokens: 19068354560 | elapsed time per iteration (s): 0.37 | learning rate: 8.252E-05 | global batch size: 256 | lm loss: 3.111630E+00 | grad norm: 0.255 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.031 | TFLOPs: 32.39 | 7: iteration 36380/ 60336 | consumed samples: 9313280 | consumed tokens: 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consumed samples: 9320960 | consumed tokens: 19089326080 | elapsed time per iteration (s): 0.37 | learning rate: 8.234E-05 | global batch size: 256 | lm loss: 3.128354E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.689 | TFLOPs: 32.38 | 7: iteration 36420/ 60336 | consumed samples: 9323520 | consumed tokens: 19094568960 | elapsed time per iteration (s): 0.37 | learning rate: 8.229E-05 | global batch size: 256 | lm loss: 3.113149E+00 | grad norm: 0.273 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.581 | TFLOPs: 32.37 | 7: iteration 36430/ 60336 | consumed samples: 9326080 | consumed tokens: 19099811840 | elapsed time per iteration (s): 0.37 | learning rate: 8.225E-05 | global batch size: 256 | lm loss: 3.112313E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.985 | TFLOPs: 32.39 | 7: iteration 36440/ 60336 | consumed samples: 9328640 | consumed tokens: 19105054720 | elapsed time per iteration (s): 0.37 | learning rate: 8.220E-05 | global batch size: 256 | lm loss: 3.123021E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.623 | TFLOPs: 32.33 | 7: iteration 36450/ 60336 | consumed samples: 9331200 | consumed tokens: 19110297600 | elapsed time per iteration (s): 0.37 | learning rate: 8.216E-05 | global batch size: 256 | lm loss: 3.125676E+00 | grad norm: 0.253 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.581 | TFLOPs: 32.33 | 7: iteration 36460/ 60336 | consumed samples: 9333760 | consumed tokens: 19115540480 | elapsed time per iteration (s): 0.37 | learning rate: 8.211E-05 | global batch size: 256 | lm loss: 3.115657E+00 | grad norm: 0.260 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.038 | TFLOPs: 32.40 | 7: iteration 36470/ 60336 | consumed samples: 9336320 | consumed tokens: 19120783360 | elapsed time per iteration (s): 0.37 | learning rate: 8.207E-05 | global batch size: 256 | lm loss: 3.124905E+00 | grad norm: 0.280 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.153 | TFLOPs: 32.40 | 7: iteration 36480/ 60336 | consumed samples: 9338880 | consumed tokens: 19126026240 | elapsed time per iteration (s): 0.37 | learning rate: 8.202E-05 | global batch size: 256 | lm loss: 3.120304E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.158 | TFLOPs: 32.35 | 7: iteration 36490/ 60336 | consumed samples: 9341440 | consumed tokens: 19131269120 | elapsed time per iteration (s): 0.37 | learning rate: 8.198E-05 | global batch size: 256 | lm loss: 3.121826E+00 | grad norm: 0.275 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.499 | TFLOPs: 32.37 | 7: iteration 36500/ 60336 | consumed samples: 9344000 | consumed tokens: 19136512000 | elapsed time per iteration (s): 0.37 | learning rate: 8.193E-05 | global batch size: 256 | lm loss: 3.112527E+00 | grad norm: 0.260 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.619 | TFLOPs: 32.38 | 7: iteration 36510/ 60336 | consumed samples: 9346560 | consumed tokens: 19141754880 | elapsed time per iteration (s): 0.37 | learning rate: 8.189E-05 | global batch size: 256 | lm loss: 3.123791E+00 | grad norm: 0.275 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.170 | TFLOPs: 32.35 | 7: iteration 36520/ 60336 | consumed samples: 9349120 | consumed tokens: 19146997760 | elapsed time per iteration (s): 0.37 | learning rate: 8.184E-05 | global batch size: 256 | lm loss: 3.108201E+00 | grad norm: 0.250 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.597 | TFLOPs: 32.37 | 7: iteration 36530/ 60336 | consumed samples: 9351680 | consumed tokens: 19152240640 | elapsed time per iteration (s): 0.37 | learning rate: 8.180E-05 | global batch size: 256 | lm loss: 3.118957E+00 | grad norm: 0.268 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.363 | TFLOPs: 32.22 | 7: iteration 36540/ 60336 | consumed samples: 9354240 | consumed tokens: 19157483520 | elapsed time per iteration (s): 0.37 | learning rate: 8.175E-05 | global batch size: 256 | lm loss: 3.115462E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.733 | TFLOPs: 32.38 | 7: iteration 36550/ 60336 | consumed samples: 9356800 | consumed tokens: 19162726400 | elapsed time per iteration (s): 0.38 | learning rate: 8.171E-05 | global batch size: 256 | lm loss: 3.113262E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 668.616 | TFLOPs: 31.21 | 7: iteration 36560/ 60336 | consumed samples: 9359360 | consumed tokens: 19167969280 | elapsed time per iteration (s): 0.37 | learning rate: 8.166E-05 | global batch size: 256 | lm loss: 3.120505E+00 | grad norm: 0.260 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.256 | TFLOPs: 32.41 | 7: iteration 36570/ 60336 | consumed samples: 9361920 | consumed tokens: 19173212160 | elapsed time per iteration (s): 0.37 | learning rate: 8.162E-05 | global batch size: 256 | lm loss: 3.115688E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.938 | TFLOPs: 32.39 | 7: iteration 36580/ 60336 | consumed samples: 9364480 | consumed tokens: 19178455040 | elapsed time per iteration (s): 0.37 | learning rate: 8.157E-05 | global batch size: 256 | lm loss: 3.117601E+00 | grad norm: 0.256 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.949 | TFLOPs: 32.39 | 7: iteration 36590/ 60336 | consumed samples: 9367040 | consumed tokens: 19183697920 | elapsed time per iteration (s): 0.37 | learning rate: 8.153E-05 | global batch size: 256 | lm loss: 3.118462E+00 | grad norm: 0.279 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.967 | TFLOPs: 32.39 | 7: iteration 36600/ 60336 | consumed samples: 9369600 | consumed tokens: 19188940800 | elapsed time per iteration (s): 0.37 | learning rate: 8.148E-05 | global batch size: 256 | lm loss: 3.104999E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.366 | TFLOPs: 32.41 | 7: iteration 36610/ 60336 | consumed samples: 9372160 | consumed tokens: 19194183680 | elapsed time per iteration (s): 0.37 | learning rate: 8.144E-05 | global batch size: 256 | lm loss: 3.114347E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.265 | TFLOPs: 32.41 | 7: iteration 36620/ 60336 | consumed samples: 9374720 | consumed tokens: 19199426560 | elapsed time per iteration (s): 0.37 | learning rate: 8.139E-05 | global batch size: 256 | lm loss: 3.116447E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.951 | TFLOPs: 32.39 | 7: iteration 36630/ 60336 | consumed samples: 9377280 | consumed tokens: 19204669440 | elapsed time per iteration (s): 0.37 | learning rate: 8.135E-05 | global batch size: 256 | lm loss: 3.133378E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.157 | TFLOPs: 32.40 | 7: 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samples per second: 694.433 | TFLOPs: 32.41 | 7: iteration 36670/ 60336 | consumed samples: 9387520 | consumed tokens: 19225640960 | elapsed time per iteration (s): 0.37 | learning rate: 8.117E-05 | global batch size: 256 | lm loss: 3.120989E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.922 | TFLOPs: 32.39 | 7: iteration 36680/ 60336 | consumed samples: 9390080 | consumed tokens: 19230883840 | elapsed time per iteration (s): 0.37 | learning rate: 8.112E-05 | global batch size: 256 | lm loss: 3.113428E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.234 | TFLOPs: 32.40 | 7: iteration 36690/ 60336 | consumed samples: 9392640 | consumed tokens: 19236126720 | elapsed time per iteration (s): 0.37 | learning rate: 8.108E-05 | global batch size: 256 | lm loss: 3.103675E+00 | grad norm: 0.249 | num zeros: 0.0 | number of skipped 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------------------------------------------------------------------------------------------------ 7: validation loss at iteration 37000 | lm loss value: 3.812034E+00 | lm loss PPL: 4.524235E+01 | 7: ------------------------------------------------------------------------------------------------ 0: saving checkpoint at iteration 37000 to checkpoints_146m32b100m 0: [2023-03-16 13:51:24,613] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step37000 is begin to save! 0: [2023-03-16 13:51:24,618] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100m/global_step37000/layer_01-model_00-model_states.pt... 0: [2023-03-16 13:51:24,711] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step37000/layer_01-model_00-model_states.pt. 0: [2023-03-16 13:51:24,711] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100m/global_step37000/layer_03-model_00-model_states.pt... 0: [2023-03-16 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[engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step37000/bf16_zero_pp_rank_1_mp_rank_00_optim_states.pt 0: [2023-03-16 13:51:25,001] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step37000 is ready now! 3: [2023-03-16 13:51:25,002] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step37000/bf16_zero_pp_rank_25_mp_rank_00_optim_states.pt. 3: [2023-03-16 13:51:25,002] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step37000/bf16_zero_pp_rank_28_mp_rank_00_optim_states.pt. 3: [2023-03-16 13:51:25,002] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step37000/bf16_zero_pp_rank_25_mp_rank_00_optim_states.pt 3: [2023-03-16 13:51:25,002] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved 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[torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step37000/bf16_zero_pp_rank_18_mp_rank_00_optim_states.pt. 2: [2023-03-16 13:51:25,014] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step37000/bf16_zero_pp_rank_16_mp_rank_00_optim_states.pt 2: [2023-03-16 13:51:25,014] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step37000/bf16_zero_pp_rank_20_mp_rank_00_optim_states.pt 2: [2023-03-16 13:51:25,014] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step37000/bf16_zero_pp_rank_18_mp_rank_00_optim_states.pt 2: [2023-03-16 13:51:25,014] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step37000 is ready now! 2: [2023-03-16 13:51:25,014] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step37000 is ready now! 2: [2023-03-16 13:51:25,014] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step37000 is ready now! 6: [2023-03-16 13:51:25,010] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step37000/bf16_zero_pp_rank_48_mp_rank_00_optim_states.pt. 6: [2023-03-16 13:51:25,011] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step37000/bf16_zero_pp_rank_48_mp_rank_00_optim_states.pt 6: [2023-03-16 13:51:25,011] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step37000 is ready now! 6: [2023-03-16 13:51:25,011] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step37000/bf16_zero_pp_rank_55_mp_rank_00_optim_states.pt. 6: [2023-03-16 13:51:25,011] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step37000/bf16_zero_pp_rank_55_mp_rank_00_optim_states.pt 6: [2023-03-16 13:51:25,011] [INFO] 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[torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step37000/bf16_zero_pp_rank_47_mp_rank_00_optim_states.pt. 5: [2023-03-16 13:51:25,011] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step37000/bf16_zero_pp_rank_43_mp_rank_00_optim_states.pt 5: [2023-03-16 13:51:25,011] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step37000 is ready now! 5: [2023-03-16 13:51:25,011] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step37000/bf16_zero_pp_rank_47_mp_rank_00_optim_states.pt 5: [2023-03-16 13:51:25,011] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step37000/bf16_zero_pp_rank_40_mp_rank_00_optim_states.pt 5: [2023-03-16 13:51:25,011] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step37000 is ready now! 5: [2023-03-16 13:51:25,011] [INFO] 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[Torch] Checkpoint global_step37000 is ready now! 7: [2023-03-16 13:51:25,067] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step37000/bf16_zero_pp_rank_63_mp_rank_00_optim_states.pt 7: [2023-03-16 13:51:25,067] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step37000/bf16_zero_pp_rank_59_mp_rank_00_optim_states.pt 7: [2023-03-16 13:51:25,067] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step37000/bf16_zero_pp_rank_62_mp_rank_00_optim_states.pt 7: [2023-03-16 13:51:25,067] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step37000 is ready now! 7: [2023-03-16 13:51:25,067] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step37000 is ready now! 7: [2023-03-16 13:51:25,067] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step37000 is ready now! 7: [2023-03-16 13:51:25,072] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step37000/bf16_zero_pp_rank_61_mp_rank_00_optim_states.pt. 7: [2023-03-16 13:51:25,072] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step37000/bf16_zero_pp_rank_61_mp_rank_00_optim_states.pt 7: [2023-03-16 13:51:25,072] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step37000 is ready now! 7: time (ms) | save-checkpoint: 489.30 7: iteration 37010/ 60336 | consumed samples: 9474560 | consumed tokens: 19403898880 | elapsed time per iteration (s): 0.43 | learning rate: 7.965E-05 | global batch size: 256 | lm loss: 3.125357E+00 | grad norm: 0.273 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 599.352 | TFLOPs: 27.98 | 7: iteration 37020/ 60336 | consumed samples: 9477120 | consumed tokens: 19409141760 | elapsed time per iteration (s): 0.37 | learning rate: 7.960E-05 | global batch size: 256 | lm loss: 3.121619E+00 | grad norm: 0.268 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.191 | TFLOPs: 32.40 | 7: iteration 37030/ 60336 | consumed samples: 9479680 | consumed tokens: 19414384640 | elapsed time per iteration (s): 0.37 | learning rate: 7.956E-05 | global batch size: 256 | lm loss: 3.109975E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.382 | TFLOPs: 32.41 | 7: iteration 37040/ 60336 | consumed samples: 9482240 | consumed tokens: 19419627520 | elapsed time per iteration (s): 0.37 | learning rate: 7.951E-05 | global batch size: 256 | lm loss: 3.105215E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.449 | TFLOPs: 32.41 | 7: iteration 37050/ 60336 | consumed samples: 9484800 | consumed tokens: 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consumed samples: 9492480 | consumed tokens: 19440599040 | elapsed time per iteration (s): 0.37 | learning rate: 7.934E-05 | global batch size: 256 | lm loss: 3.115720E+00 | grad norm: 0.260 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.723 | TFLOPs: 32.38 | 7: iteration 37090/ 60336 | consumed samples: 9495040 | consumed tokens: 19445841920 | elapsed time per iteration (s): 0.37 | learning rate: 7.929E-05 | global batch size: 256 | lm loss: 3.106673E+00 | grad norm: 0.273 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.676 | TFLOPs: 32.38 | 7: iteration 37100/ 60336 | consumed samples: 9497600 | consumed tokens: 19451084800 | elapsed time per iteration (s): 0.37 | learning rate: 7.925E-05 | global batch size: 256 | lm loss: 3.103873E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.993 | 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time per iteration (s): 0.37 | learning rate: 7.858E-05 | global batch size: 256 | lm loss: 3.117160E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.874 | TFLOPs: 32.39 | 7: iteration 37260/ 60336 | consumed samples: 9538560 | consumed tokens: 19534970880 | elapsed time per iteration (s): 0.37 | learning rate: 7.854E-05 | global batch size: 256 | lm loss: 3.112313E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.940 | TFLOPs: 32.39 | 7: iteration 37270/ 60336 | consumed samples: 9541120 | consumed tokens: 19540213760 | elapsed time per iteration (s): 0.37 | learning rate: 7.849E-05 | global batch size: 256 | lm loss: 3.116027E+00 | grad norm: 0.247 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.274 | TFLOPs: 32.41 | 7: iteration 37280/ 60336 | consumed samples: 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iteration 37310/ 60336 | consumed samples: 9551360 | consumed tokens: 19561185280 | elapsed time per iteration (s): 0.37 | learning rate: 7.832E-05 | global batch size: 256 | lm loss: 3.098387E+00 | grad norm: 0.263 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.339 | TFLOPs: 32.36 | 7: iteration 37320/ 60336 | consumed samples: 9553920 | consumed tokens: 19566428160 | elapsed time per iteration (s): 0.37 | learning rate: 7.827E-05 | global batch size: 256 | lm loss: 3.113952E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.580 | TFLOPs: 32.37 | 7: iteration 37330/ 60336 | consumed samples: 9556480 | consumed tokens: 19571671040 | elapsed time per iteration (s): 0.37 | learning rate: 7.823E-05 | global batch size: 256 | lm loss: 3.107485E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.204 | TFLOPs: 32.36 | 7: iteration 37340/ 60336 | consumed samples: 9559040 | consumed tokens: 19576913920 | elapsed time per iteration (s): 0.37 | learning rate: 7.818E-05 | global batch size: 256 | lm loss: 3.117462E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.775 | TFLOPs: 32.34 | 7: iteration 37350/ 60336 | consumed samples: 9561600 | consumed tokens: 19582156800 | elapsed time per iteration (s): 0.37 | learning rate: 7.814E-05 | global batch size: 256 | lm loss: 3.114961E+00 | grad norm: 0.255 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.842 | TFLOPs: 32.34 | 7: iteration 37360/ 60336 | consumed samples: 9564160 | consumed tokens: 19587399680 | elapsed time per iteration (s): 0.37 | learning rate: 7.809E-05 | global batch size: 256 | lm loss: 3.118816E+00 | grad norm: 0.261 | num zeros: 0.0 | number of skipped 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size: 256 | lm loss: 3.104860E+00 | grad norm: 0.261 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.258 | TFLOPs: 32.36 | 7: iteration 37430/ 60336 | consumed samples: 9582080 | consumed tokens: 19624099840 | elapsed time per iteration (s): 0.37 | learning rate: 7.778E-05 | global batch size: 256 | lm loss: 3.115704E+00 | grad norm: 0.253 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.181 | TFLOPs: 32.36 | 7: iteration 37440/ 60336 | consumed samples: 9584640 | consumed tokens: 19629342720 | elapsed time per iteration (s): 0.37 | learning rate: 7.774E-05 | global batch size: 256 | lm loss: 3.106255E+00 | grad norm: 0.273 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.207 | TFLOPs: 32.31 | 7: iteration 37450/ 60336 | consumed samples: 9587200 | consumed tokens: 19634585600 | elapsed time per iteration (s): 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consumed samples: 9602560 | consumed tokens: 19666042880 | elapsed time per iteration (s): 0.37 | learning rate: 7.743E-05 | global batch size: 256 | lm loss: 3.124969E+00 | grad norm: 0.263 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.064 | TFLOPs: 32.35 | 7: iteration 37520/ 60336 | consumed samples: 9605120 | consumed tokens: 19671285760 | elapsed time per iteration (s): 0.37 | learning rate: 7.739E-05 | global batch size: 256 | lm loss: 3.128284E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.426 | TFLOPs: 32.37 | 7: iteration 37530/ 60336 | consumed samples: 9607680 | consumed tokens: 19676528640 | elapsed time per iteration (s): 0.37 | learning rate: 7.734E-05 | global batch size: 256 | lm loss: 3.104233E+00 | grad norm: 0.247 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.113 | TFLOPs: 32.35 | 7: iteration 37540/ 60336 | consumed samples: 9610240 | consumed tokens: 19681771520 | elapsed time per iteration (s): 0.37 | learning rate: 7.730E-05 | global batch size: 256 | lm loss: 3.107628E+00 | grad norm: 0.252 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.970 | TFLOPs: 32.35 | 7: iteration 37550/ 60336 | consumed samples: 9612800 | consumed tokens: 19687014400 | elapsed time per iteration (s): 0.37 | learning rate: 7.725E-05 | global batch size: 256 | lm loss: 3.116955E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.892 | TFLOPs: 32.34 | 7: iteration 37560/ 60336 | consumed samples: 9615360 | consumed tokens: 19692257280 | elapsed time per iteration (s): 0.37 | learning rate: 7.721E-05 | global batch size: 256 | lm loss: 3.109060E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.053 | TFLOPs: 32.30 | 7: iteration 37570/ 60336 | consumed samples: 9617920 | consumed tokens: 19697500160 | elapsed time per iteration (s): 0.37 | learning rate: 7.717E-05 | global batch size: 256 | lm loss: 3.111060E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.080 | TFLOPs: 32.30 | 7: iteration 37580/ 60336 | consumed samples: 9620480 | consumed tokens: 19702743040 | elapsed time per iteration (s): 0.37 | learning rate: 7.712E-05 | global batch size: 256 | lm loss: 3.116117E+00 | grad norm: 0.255 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.951 | TFLOPs: 32.30 | 7: iteration 37590/ 60336 | consumed samples: 9623040 | consumed tokens: 19707985920 | elapsed time per iteration (s): 0.37 | learning rate: 7.708E-05 | global batch size: 256 | lm loss: 3.113903E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.889 | TFLOPs: 32.29 | 7: iteration 37600/ 60336 | consumed samples: 9625600 | consumed tokens: 19713228800 | elapsed time per iteration (s): 0.37 | learning rate: 7.703E-05 | global batch size: 256 | lm loss: 3.120267E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.017 | TFLOPs: 32.30 | 7: iteration 37610/ 60336 | consumed samples: 9628160 | consumed tokens: 19718471680 | elapsed time per iteration (s): 0.37 | learning rate: 7.699E-05 | global batch size: 256 | lm loss: 3.116585E+00 | grad norm: 0.285 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.047 | TFLOPs: 32.30 | 7: iteration 37620/ 60336 | consumed samples: 9630720 | consumed tokens: 19723714560 | elapsed time per iteration (s): 0.37 | learning rate: 7.695E-05 | global batch size: 256 | lm loss: 3.102081E+00 | grad norm: 0.279 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.580 | TFLOPs: 32.33 | 7: iteration 37630/ 60336 | consumed samples: 9633280 | consumed tokens: 19728957440 | elapsed time per iteration (s): 0.37 | learning rate: 7.690E-05 | global batch size: 256 | lm loss: 3.107650E+00 | grad norm: 0.275 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.696 | TFLOPs: 32.10 | 7: iteration 37640/ 60336 | consumed samples: 9635840 | consumed tokens: 19734200320 | elapsed time per iteration (s): 0.38 | learning rate: 7.686E-05 | global batch size: 256 | lm loss: 3.118151E+00 | grad norm: 0.270 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 681.347 | TFLOPs: 31.80 | 7: iteration 37650/ 60336 | consumed samples: 9638400 | consumed tokens: 19739443200 | elapsed time per iteration (s): 0.37 | learning rate: 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samples per second: 693.000 | TFLOPs: 32.35 | 7: iteration 37770/ 60336 | consumed samples: 9669120 | consumed tokens: 19802357760 | elapsed time per iteration (s): 0.37 | learning rate: 7.629E-05 | global batch size: 256 | lm loss: 3.124633E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.708 | TFLOPs: 32.33 | 7: iteration 37780/ 60336 | consumed samples: 9671680 | consumed tokens: 19807600640 | elapsed time per iteration (s): 0.37 | learning rate: 7.624E-05 | global batch size: 256 | lm loss: 3.105501E+00 | grad norm: 0.260 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.509 | TFLOPs: 32.32 | 7: iteration 37790/ 60336 | consumed samples: 9674240 | consumed tokens: 19812843520 | elapsed time per iteration (s): 0.37 | learning rate: 7.620E-05 | global batch size: 256 | lm loss: 3.115224E+00 | grad norm: 0.280 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.889 | TFLOPs: 32.34 | 7: iteration 37800/ 60336 | consumed samples: 9676800 | consumed tokens: 19818086400 | elapsed time per iteration (s): 0.37 | learning rate: 7.616E-05 | global batch size: 256 | lm loss: 3.108066E+00 | grad norm: 0.250 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.697 | TFLOPs: 32.33 | 7: iteration 37810/ 60336 | consumed samples: 9679360 | consumed tokens: 19823329280 | elapsed time per iteration (s): 0.37 | learning rate: 7.611E-05 | global batch size: 256 | lm loss: 3.107962E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.359 | TFLOPs: 32.32 | 7: iteration 37820/ 60336 | consumed samples: 9681920 | consumed tokens: 19828572160 | elapsed time per iteration (s): 0.37 | learning rate: 7.607E-05 | global batch size: 256 | lm loss: 3.114564E+00 | grad norm: 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size: 256 | lm loss: 3.103126E+00 | grad norm: 0.283 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.996 | TFLOPs: 32.35 | 7: iteration 37860/ 60336 | consumed samples: 9692160 | consumed tokens: 19849543680 | elapsed time per iteration (s): 0.37 | learning rate: 7.589E-05 | global batch size: 256 | lm loss: 3.128095E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.583 | TFLOPs: 32.33 | 7: iteration 37870/ 60336 | consumed samples: 9694720 | consumed tokens: 19854786560 | elapsed time per iteration (s): 0.37 | learning rate: 7.585E-05 | global batch size: 256 | lm loss: 3.115892E+00 | grad norm: 0.252 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.787 | TFLOPs: 32.34 | 7: iteration 37880/ 60336 | consumed samples: 9697280 | consumed tokens: 19860029440 | elapsed time per iteration (s): 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consumed samples: 9712640 | consumed tokens: 19891486720 | elapsed time per iteration (s): 0.37 | learning rate: 7.554E-05 | global batch size: 256 | lm loss: 3.127327E+00 | grad norm: 0.261 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.464 | TFLOPs: 32.32 | 7: iteration 37950/ 60336 | consumed samples: 9715200 | consumed tokens: 19896729600 | elapsed time per iteration (s): 0.37 | learning rate: 7.550E-05 | global batch size: 256 | lm loss: 3.110480E+00 | grad norm: 0.260 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.654 | TFLOPs: 32.33 | 7: iteration 37960/ 60336 | consumed samples: 9717760 | consumed tokens: 19901972480 | elapsed time per iteration (s): 0.37 | learning rate: 7.545E-05 | global batch size: 256 | lm loss: 3.111724E+00 | grad norm: 0.253 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.536 | TFLOPs: 32.33 | 7: iteration 37970/ 60336 | consumed samples: 9720320 | consumed tokens: 19907215360 | elapsed time per iteration (s): 0.37 | learning rate: 7.541E-05 | global batch size: 256 | lm loss: 3.108982E+00 | grad norm: 0.248 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.884 | TFLOPs: 32.34 | 7: iteration 37980/ 60336 | consumed samples: 9722880 | consumed tokens: 19912458240 | elapsed time per iteration (s): 0.37 | learning rate: 7.537E-05 | global batch size: 256 | lm loss: 3.115945E+00 | grad norm: 0.248 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.126 | TFLOPs: 32.35 | 7: iteration 37990/ 60336 | consumed samples: 9725440 | consumed tokens: 19917701120 | elapsed time per iteration (s): 0.37 | learning rate: 7.532E-05 | global batch size: 256 | lm loss: 3.099021E+00 | grad norm: 0.255 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.483 | TFLOPs: 32.37 | 0: [2023-03-16 13:57:34,540] [INFO] [logging.py:68:log_dist] [Rank 0] step=38000, skipped=0, lr=[7.528014140367449e-05, 7.528014140367449e-05, 7.528014140367449e-05], mom=[(0.9, 0.999), (0.9, 0.999), (0.9, 0.999)] 7: iteration 38000/ 60336 | consumed samples: 9728000 | consumed tokens: 19922944000 | elapsed time per iteration (s): 0.37 | learning rate: 7.528E-05 | global batch size: 256 | lm loss: 3.107470E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.481 | TFLOPs: 32.37 | 0: steps: 38000 loss: 3.1071 iter time (s): 0.367 samples/sec: 696.653 7: ------------------------------------------------------------------------------------------------ 7: validation loss at iteration 38000 | lm loss value: 3.781016E+00 | lm loss PPL: 4.386057E+01 | 7: ------------------------------------------------------------------------------------------------ 0: saving checkpoint at iteration 38000 to checkpoints_146m32b100m 0: [2023-03-16 13:57:34,662] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step38000 is begin to save! 0: [2023-03-16 13:57:34,666] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100m/global_step38000/layer_01-model_00-model_states.pt... 0: [2023-03-16 13:57:34,763] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step38000/layer_01-model_00-model_states.pt. 0: [2023-03-16 13:57:34,763] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100m/global_step38000/layer_03-model_00-model_states.pt... 0: [2023-03-16 13:57:34,778] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step38000/layer_03-model_00-model_states.pt. 0: [2023-03-16 13:57:34,779] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving 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checkpoint saved checkpoints_146m32b100m/global_step38000/bf16_zero_pp_rank_58_mp_rank_00_optim_states.pt 7: [2023-03-16 13:57:35,077] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step38000/bf16_zero_pp_rank_57_mp_rank_00_optim_states.pt 7: [2023-03-16 13:57:35,077] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step38000 is ready now! 7: [2023-03-16 13:57:35,077] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step38000/bf16_zero_pp_rank_63_mp_rank_00_optim_states.pt 7: [2023-03-16 13:57:35,077] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step38000 is ready now! 7: [2023-03-16 13:57:35,077] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step38000 is ready now! 7: [2023-03-16 13:57:35,077] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step38000/bf16_zero_pp_rank_62_mp_rank_00_optim_states.pt 7: [2023-03-16 13:57:35,077] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step38000/bf16_zero_pp_rank_61_mp_rank_00_optim_states.pt 7: [2023-03-16 13:57:35,077] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step38000 is ready now! 7: [2023-03-16 13:57:35,077] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step38000 is ready now! 7: [2023-03-16 13:57:35,077] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step38000 is ready now! 7: [2023-03-16 13:57:35,077] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step38000 is ready now! 7: [2023-03-16 13:57:35,077] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step38000 is ready now! 0: [2023-03-16 13:57:35,085] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step38000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt 0: [2023-03-16 13:57:35,085] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step38000 is ready now! 0: successfully saved checkpoint at iteration 38000 to checkpoints_146m32b100m 7: time (ms) | save-checkpoint: 427.64 7: iteration 38010/ 60336 | consumed samples: 9730560 | consumed tokens: 19928186880 | elapsed time per iteration (s): 0.42 | learning rate: 7.524E-05 | global batch size: 256 | lm loss: 3.103808E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 605.390 | TFLOPs: 28.26 | 7: iteration 38020/ 60336 | consumed samples: 9733120 | consumed tokens: 19933429760 | elapsed time per iteration (s): 0.37 | learning rate: 7.519E-05 | global batch size: 256 | lm loss: 3.111282E+00 | grad norm: 0.263 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.326 | TFLOPs: 32.36 | 7: iteration 38030/ 60336 | consumed samples: 9735680 | consumed tokens: 19938672640 | elapsed time per iteration (s): 0.37 | learning rate: 7.515E-05 | global batch size: 256 | lm loss: 3.095146E+00 | grad norm: 0.252 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.364 | TFLOPs: 32.36 | 7: iteration 38040/ 60336 | consumed samples: 9738240 | consumed tokens: 19943915520 | elapsed time per iteration (s): 0.37 | learning rate: 7.511E-05 | global batch size: 256 | lm loss: 3.117556E+00 | grad norm: 0.256 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.014 | TFLOPs: 32.35 | 7: iteration 38050/ 60336 | consumed samples: 9740800 | consumed tokens: 19949158400 | elapsed time per iteration (s): 0.37 | learning rate: 7.506E-05 | global batch size: 256 | lm loss: 3.116192E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.328 | TFLOPs: 32.32 | 7: iteration 38060/ 60336 | consumed samples: 9743360 | consumed tokens: 19954401280 | elapsed time per iteration (s): 0.37 | learning rate: 7.502E-05 | global batch size: 256 | lm loss: 3.101480E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.995 | TFLOPs: 32.35 | 7: iteration 38070/ 60336 | consumed samples: 9745920 | consumed tokens: 19959644160 | elapsed time per iteration (s): 0.37 | learning rate: 7.497E-05 | global batch size: 256 | lm loss: 3.101390E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.119 | TFLOPs: 32.35 | 7: iteration 38080/ 60336 | consumed samples: 9748480 | consumed tokens: 19964887040 | elapsed time per iteration (s): 0.37 | learning rate: 7.493E-05 | global batch size: 256 | lm loss: 3.104994E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.589 | TFLOPs: 32.37 | 7: iteration 38090/ 60336 | consumed samples: 9751040 | consumed tokens: 19970129920 | elapsed time per iteration (s): 0.37 | learning rate: 7.489E-05 | global batch size: 256 | lm loss: 3.099644E+00 | grad norm: 0.260 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.041 | TFLOPs: 32.30 | 7: iteration 38100/ 60336 | consumed samples: 9753600 | consumed tokens: 19975372800 | elapsed time per iteration (s): 0.37 | learning rate: 7.484E-05 | global batch size: 256 | lm loss: 3.124183E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.076 | TFLOPs: 32.30 | 7: iteration 38110/ 60336 | consumed samples: 9756160 | consumed tokens: 19980615680 | elapsed time per iteration (s): 0.37 | learning rate: 7.480E-05 | global batch size: 256 | lm loss: 3.107720E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.691 | TFLOPs: 32.38 | 7: iteration 38120/ 60336 | consumed samples: 9758720 | consumed tokens: 19985858560 | elapsed time per iteration (s): 0.37 | learning rate: 7.476E-05 | global batch size: 256 | lm loss: 3.111460E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.515 | TFLOPs: 32.37 | 7: iteration 38130/ 60336 | consumed samples: 9761280 | consumed tokens: 19991101440 | elapsed time per iteration (s): 0.37 | learning rate: 7.471E-05 | global batch size: 256 | lm loss: 3.105729E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.232 | TFLOPs: 32.36 | 7: iteration 38140/ 60336 | consumed samples: 9763840 | consumed tokens: 19996344320 | elapsed time per iteration (s): 0.37 | learning rate: 7.467E-05 | global batch size: 256 | lm loss: 3.117168E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.991 | TFLOPs: 32.35 | 7: iteration 38150/ 60336 | consumed samples: 9766400 | consumed tokens: 20001587200 | elapsed time per iteration (s): 0.37 | learning rate: 7.463E-05 | global batch size: 256 | lm loss: 3.107964E+00 | grad norm: 0.275 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.742 | TFLOPs: 32.38 | 7: iteration 38160/ 60336 | consumed samples: 9768960 | consumed tokens: 20006830080 | elapsed time per iteration (s): 0.37 | learning rate: 7.458E-05 | global batch size: 256 | lm loss: 3.102130E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.751 | TFLOPs: 32.29 | 7: iteration 38170/ 60336 | consumed samples: 9771520 | consumed tokens: 20012072960 | elapsed time per iteration (s): 0.37 | learning rate: 7.454E-05 | global batch size: 256 | lm loss: 3.107381E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 686.669 | TFLOPs: 32.05 | 7: iteration 38180/ 60336 | consumed samples: 9774080 | consumed tokens: 20017315840 | elapsed time per iteration (s): 0.37 | learning rate: 7.450E-05 | global batch size: 256 | lm loss: 3.096070E+00 | grad norm: 0.275 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.246 | TFLOPs: 32.40 | 7: iteration 38190/ 60336 | consumed samples: 9776640 | consumed tokens: 20022558720 | elapsed time per iteration (s): 0.37 | learning rate: 7.445E-05 | global batch size: 256 | lm loss: 3.110097E+00 | grad norm: 0.263 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.634 | TFLOPs: 32.38 | 7: iteration 38200/ 60336 | consumed samples: 9779200 | consumed tokens: 20027801600 | elapsed time per iteration (s): 0.37 | learning rate: 7.441E-05 | global batch size: 256 | lm loss: 3.121318E+00 | grad norm: 0.270 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.746 | TFLOPs: 32.38 | 7: iteration 38210/ 60336 | consumed samples: 9781760 | consumed tokens: 20033044480 | elapsed time per iteration (s): 0.37 | learning rate: 7.437E-05 | global batch size: 256 | lm loss: 3.107210E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.233 | TFLOPs: 32.40 | 7: iteration 38220/ 60336 | consumed samples: 9784320 | consumed tokens: 20038287360 | elapsed time per iteration (s): 0.37 | learning rate: 7.432E-05 | global batch size: 256 | lm loss: 3.113687E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.849 | TFLOPs: 32.39 | 7: iteration 38230/ 60336 | consumed samples: 9786880 | consumed tokens: 20043530240 | elapsed time per iteration (s): 0.37 | learning rate: 7.428E-05 | global batch size: 256 | lm loss: 3.103077E+00 | grad norm: 0.244 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.094 | TFLOPs: 32.40 | 7: iteration 38240/ 60336 | consumed samples: 9789440 | consumed tokens: 20048773120 | elapsed time per iteration (s): 0.37 | learning rate: 7.423E-05 | global batch size: 256 | lm loss: 3.110560E+00 | grad norm: 0.245 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.977 | TFLOPs: 32.39 | 7: iteration 38250/ 60336 | consumed samples: 9792000 | consumed tokens: 20054016000 | elapsed time per iteration (s): 0.37 | learning rate: 7.419E-05 | global batch size: 256 | lm loss: 3.105396E+00 | grad norm: 0.244 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.854 | TFLOPs: 32.39 | 7: iteration 38260/ 60336 | consumed samples: 9794560 | consumed tokens: 20059258880 | elapsed time per iteration (s): 0.37 | learning rate: 7.415E-05 | global batch size: 256 | lm loss: 3.111943E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.079 | TFLOPs: 32.40 | 7: iteration 38270/ 60336 | consumed samples: 9797120 | consumed tokens: 20064501760 | elapsed time per iteration (s): 0.37 | learning rate: 7.410E-05 | global batch size: 256 | lm loss: 3.112959E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.760 | TFLOPs: 32.38 | 7: iteration 38280/ 60336 | consumed samples: 9799680 | consumed tokens: 20069744640 | elapsed time per iteration (s): 0.37 | learning rate: 7.406E-05 | global batch size: 256 | lm loss: 3.112365E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.524 | TFLOPs: 32.37 | 7: iteration 38290/ 60336 | consumed samples: 9802240 | consumed tokens: 20074987520 | elapsed time per iteration (s): 0.37 | learning rate: 7.402E-05 | global batch size: 256 | lm loss: 3.104578E+00 | grad norm: 0.261 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.905 | TFLOPs: 32.39 | 7: iteration 38300/ 60336 | consumed samples: 9804800 | consumed tokens: 20080230400 | elapsed time per iteration (s): 0.37 | learning rate: 7.397E-05 | global batch size: 256 | lm loss: 3.111687E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.694 | TFLOPs: 32.38 | 7: iteration 38310/ 60336 | consumed samples: 9807360 | consumed tokens: 20085473280 | elapsed time per iteration (s): 0.37 | learning rate: 7.393E-05 | global batch size: 256 | lm loss: 3.098532E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.041 | TFLOPs: 32.40 | 7: iteration 38320/ 60336 | consumed samples: 9809920 | consumed tokens: 20090716160 | elapsed time per iteration (s): 0.37 | learning rate: 7.389E-05 | global batch size: 256 | lm loss: 3.106505E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.052 | TFLOPs: 32.40 | 7: iteration 38330/ 60336 | consumed samples: 9812480 | consumed tokens: 20095959040 | elapsed time per iteration (s): 0.37 | learning rate: 7.384E-05 | global batch size: 256 | lm loss: 3.089551E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.881 | TFLOPs: 32.39 | 7: iteration 38340/ 60336 | consumed samples: 9815040 | consumed tokens: 20101201920 | elapsed time per iteration (s): 0.37 | learning rate: 7.380E-05 | global batch size: 256 | lm loss: 3.116259E+00 | grad norm: 0.249 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.858 | TFLOPs: 32.39 | 7: iteration 38350/ 60336 | consumed samples: 9817600 | consumed tokens: 20106444800 | elapsed time per iteration (s): 0.37 | learning rate: 7.376E-05 | global batch size: 256 | lm loss: 3.105283E+00 | grad norm: 0.256 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.762 | TFLOPs: 32.38 | 7: iteration 38360/ 60336 | consumed samples: 9820160 | consumed tokens: 20111687680 | elapsed time per iteration (s): 0.37 | learning rate: 7.371E-05 | global batch size: 256 | lm loss: 3.103174E+00 | grad norm: 0.276 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.196 | TFLOPs: 32.40 | 7: iteration 38370/ 60336 | consumed samples: 9822720 | consumed tokens: 20116930560 | elapsed time per iteration (s): 0.37 | learning rate: 7.367E-05 | global batch size: 256 | lm loss: 3.092299E+00 | grad norm: 0.260 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.922 | TFLOPs: 32.39 | 7: iteration 38380/ 60336 | consumed samples: 9825280 | consumed tokens: 20122173440 | elapsed time per iteration (s): 0.37 | learning rate: 7.363E-05 | global batch size: 256 | lm loss: 3.119342E+00 | grad norm: 0.250 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.546 | TFLOPs: 32.37 | 7: iteration 38390/ 60336 | consumed samples: 9827840 | consumed tokens: 20127416320 | elapsed time per iteration (s): 0.37 | learning rate: 7.358E-05 | global batch size: 256 | lm loss: 3.098602E+00 | grad norm: 0.255 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.167 | TFLOPs: 32.35 | 7: iteration 38400/ 60336 | consumed samples: 9830400 | consumed tokens: 20132659200 | elapsed time per iteration (s): 0.37 | learning rate: 7.354E-05 | global batch size: 256 | lm loss: 3.097043E+00 | grad norm: 0.263 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.471 | TFLOPs: 32.37 | 7: iteration 38410/ 60336 | consumed samples: 9832960 | consumed tokens: 20137902080 | elapsed time per iteration (s): 0.37 | learning rate: 7.350E-05 | global batch size: 256 | lm loss: 3.113778E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.569 | TFLOPs: 32.37 | 7: iteration 38420/ 60336 | consumed samples: 9835520 | consumed tokens: 20143144960 | elapsed time per iteration (s): 0.37 | learning rate: 7.345E-05 | global batch size: 256 | lm loss: 3.098234E+00 | grad norm: 0.248 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.890 | TFLOPs: 32.34 | 7: iteration 38430/ 60336 | consumed samples: 9838080 | consumed tokens: 20148387840 | elapsed time per iteration (s): 0.37 | learning rate: 7.341E-05 | global batch size: 256 | lm loss: 3.110983E+00 | grad norm: 0.252 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.055 | TFLOPs: 32.35 | 7: iteration 38440/ 60336 | consumed samples: 9840640 | consumed tokens: 20153630720 | elapsed time per iteration (s): 0.37 | learning rate: 7.337E-05 | global batch size: 256 | lm loss: 3.112414E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.807 | TFLOPs: 32.34 | 7: iteration 38450/ 60336 | consumed samples: 9843200 | consumed tokens: 20158873600 | elapsed time per iteration (s): 0.37 | learning rate: 7.332E-05 | global batch size: 256 | lm loss: 3.098478E+00 | grad norm: 0.274 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.783 | TFLOPs: 32.34 | 7: iteration 38460/ 60336 | consumed samples: 9845760 | consumed tokens: 20164116480 | elapsed time per iteration (s): 0.37 | learning rate: 7.328E-05 | global batch size: 256 | lm loss: 3.107849E+00 | grad norm: 0.246 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.049 | TFLOPs: 32.35 | 7: iteration 38470/ 60336 | consumed samples: 9848320 | consumed tokens: 20169359360 | elapsed time per iteration (s): 0.37 | learning rate: 7.324E-05 | global batch size: 256 | lm loss: 3.116498E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.582 | TFLOPs: 32.33 | 7: iteration 38480/ 60336 | consumed samples: 9850880 | consumed tokens: 20174602240 | elapsed time per iteration (s): 0.37 | learning rate: 7.320E-05 | global batch size: 256 | lm loss: 3.094379E+00 | grad norm: 0.248 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.666 | TFLOPs: 32.33 | 7: iteration 38490/ 60336 | consumed samples: 9853440 | consumed tokens: 20179845120 | elapsed time per iteration (s): 0.37 | learning rate: 7.315E-05 | global batch size: 256 | lm loss: 3.112986E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.623 | TFLOPs: 32.33 | 7: iteration 38500/ 60336 | consumed samples: 9856000 | consumed tokens: 20185088000 | elapsed time per iteration (s): 0.37 | learning rate: 7.311E-05 | global batch size: 256 | lm loss: 3.111807E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.929 | TFLOPs: 32.30 | 7: iteration 38510/ 60336 | consumed samples: 9858560 | consumed tokens: 20190330880 | elapsed time per iteration (s): 0.37 | learning rate: 7.307E-05 | global batch size: 256 | lm loss: 3.107791E+00 | grad norm: 0.261 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.821 | TFLOPs: 32.34 | 7: iteration 38520/ 60336 | consumed samples: 9861120 | consumed tokens: 20195573760 | elapsed time per iteration (s): 0.37 | learning rate: 7.302E-05 | global batch size: 256 | lm loss: 3.101185E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.350 | TFLOPs: 32.32 | 7: iteration 38530/ 60336 | consumed samples: 9863680 | consumed tokens: 20200816640 | elapsed time per iteration (s): 0.37 | learning rate: 7.298E-05 | global batch size: 256 | lm loss: 3.105287E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.346 | TFLOPs: 32.32 | 7: iteration 38540/ 60336 | consumed samples: 9866240 | consumed tokens: 20206059520 | elapsed time per iteration (s): 0.37 | learning rate: 7.294E-05 | global batch size: 256 | lm loss: 3.108220E+00 | grad norm: 0.268 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.496 | TFLOPs: 32.32 | 7: iteration 38550/ 60336 | consumed samples: 9868800 | consumed tokens: 20211302400 | elapsed time per iteration (s): 0.37 | learning rate: 7.289E-05 | global batch size: 256 | lm loss: 3.106835E+00 | grad norm: 0.256 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.915 | TFLOPs: 32.34 | 7: iteration 38560/ 60336 | consumed samples: 9871360 | consumed tokens: 20216545280 | elapsed time per iteration (s): 0.37 | learning rate: 7.285E-05 | global batch size: 256 | lm loss: 3.109532E+00 | grad norm: 0.276 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.177 | TFLOPs: 32.31 | 7: iteration 38570/ 60336 | consumed samples: 9873920 | consumed tokens: 20221788160 | elapsed time per iteration (s): 0.37 | learning rate: 7.281E-05 | global batch size: 256 | lm loss: 3.116599E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.643 | TFLOPs: 32.33 | 7: iteration 38580/ 60336 | consumed samples: 9876480 | consumed tokens: 20227031040 | elapsed time per iteration (s): 0.37 | learning rate: 7.276E-05 | global batch size: 256 | lm loss: 3.100967E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.931 | TFLOPs: 32.30 | 7: iteration 38590/ 60336 | consumed samples: 9879040 | consumed tokens: 20232273920 | elapsed time per iteration (s): 0.37 | learning rate: 7.272E-05 | global batch size: 256 | lm loss: 3.109205E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.499 | TFLOPs: 32.32 | 7: iteration 38600/ 60336 | consumed samples: 9881600 | consumed tokens: 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consumed samples: 9889280 | consumed tokens: 20253245440 | elapsed time per iteration (s): 0.37 | learning rate: 7.255E-05 | global batch size: 256 | lm loss: 3.114432E+00 | grad norm: 0.260 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.510 | TFLOPs: 32.32 | 7: iteration 38640/ 60336 | consumed samples: 9891840 | consumed tokens: 20258488320 | elapsed time per iteration (s): 0.37 | learning rate: 7.251E-05 | global batch size: 256 | lm loss: 3.110408E+00 | grad norm: 0.260 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.662 | TFLOPs: 32.33 | 7: iteration 38650/ 60336 | consumed samples: 9894400 | consumed tokens: 20263731200 | elapsed time per iteration (s): 0.37 | learning rate: 7.246E-05 | global batch size: 256 | lm loss: 3.110444E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.192 | 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0.262 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.213 | TFLOPs: 32.36 | 7: iteration 38950/ 60336 | consumed samples: 9971200 | consumed tokens: 20421017600 | elapsed time per iteration (s): 0.37 | learning rate: 7.118E-05 | global batch size: 256 | lm loss: 3.112746E+00 | grad norm: 0.273 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.270 | TFLOPs: 32.36 | 7: iteration 38960/ 60336 | consumed samples: 9973760 | consumed tokens: 20426260480 | elapsed time per iteration (s): 0.37 | learning rate: 7.113E-05 | global batch size: 256 | lm loss: 3.107202E+00 | grad norm: 0.247 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.608 | TFLOPs: 32.38 | 7: iteration 38970/ 60336 | consumed samples: 9976320 | consumed tokens: 20431503360 | elapsed time per iteration (s): 0.37 | learning rate: 7.109E-05 | global batch size: 256 | lm loss: 3.104168E+00 | grad norm: 0.248 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.077 | TFLOPs: 32.35 | 7: iteration 38980/ 60336 | consumed samples: 9978880 | consumed tokens: 20436746240 | elapsed time per iteration (s): 0.37 | learning rate: 7.105E-05 | global batch size: 256 | lm loss: 3.109609E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.558 | TFLOPs: 32.33 | 7: iteration 38990/ 60336 | consumed samples: 9981440 | consumed tokens: 20441989120 | elapsed time per iteration (s): 0.37 | learning rate: 7.101E-05 | global batch size: 256 | lm loss: 3.099355E+00 | grad norm: 0.247 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.065 | TFLOPs: 32.30 | 7: iteration 39000/ 60336 | consumed samples: 9984000 | consumed tokens: 20447232000 | elapsed time per iteration (s): 0.37 | learning rate: 7.096E-05 | global batch size: 256 | lm loss: 3.097847E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.811 | TFLOPs: 32.34 | 7: ------------------------------------------------------------------------------------------------ 7: validation loss at iteration 39000 | lm loss value: 3.801068E+00 | lm loss PPL: 4.474893E+01 | 7: ------------------------------------------------------------------------------------------------ 0: saving checkpoint at iteration 39000 to checkpoints_146m32b100m 0: [2023-03-16 14:03:44,678] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step39000 is begin to save! 0: [2023-03-16 14:03:44,681] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100m/global_step39000/layer_01-model_00-model_states.pt... 0: [2023-03-16 14:03:44,766] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved 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checkpoints_146m32b100m/global_step39000/bf16_zero_pp_rank_22_mp_rank_00_optim_states.pt 4: [2023-03-16 14:03:45,047] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step39000/bf16_zero_pp_rank_33_mp_rank_00_optim_states.pt. 2: [2023-03-16 14:03:45,047] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step39000 is ready now! 4: [2023-03-16 14:03:45,047] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step39000/bf16_zero_pp_rank_33_mp_rank_00_optim_states.pt 4: [2023-03-16 14:03:45,047] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step39000 is ready now! 0: [2023-03-16 14:03:45,048] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step39000/bf16_zero_pp_rank_7_mp_rank_00_optim_states.pt. 0: [2023-03-16 14:03:45,048] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step39000/bf16_zero_pp_rank_7_mp_rank_00_optim_states.pt 0: [2023-03-16 14:03:45,048] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step39000 is ready now! 7: [2023-03-16 14:03:45,049] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step39000/bf16_zero_pp_rank_57_mp_rank_00_optim_states.pt. 7: [2023-03-16 14:03:45,049] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step39000/bf16_zero_pp_rank_57_mp_rank_00_optim_states.pt 7: [2023-03-16 14:03:45,049] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step39000 is ready now! 6: [2023-03-16 14:03:45,049] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step39000/bf16_zero_pp_rank_55_mp_rank_00_optim_states.pt. 4: [2023-03-16 14:03:45,049] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step39000/bf16_zero_pp_rank_37_mp_rank_00_optim_states.pt. 4: [2023-03-16 14:03:45,049] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step39000/bf16_zero_pp_rank_37_mp_rank_00_optim_states.pt 4: [2023-03-16 14:03:45,050] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step39000 is ready now! 2: [2023-03-16 14:03:45,050] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step39000/bf16_zero_pp_rank_21_mp_rank_00_optim_states.pt. 7: [2023-03-16 14:03:45,049] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step39000/bf16_zero_pp_rank_63_mp_rank_00_optim_states.pt. 2: [2023-03-16 14:03:45,050] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step39000/bf16_zero_pp_rank_21_mp_rank_00_optim_states.pt 7: [2023-03-16 14:03:45,050] [INFO] 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batch size: 256 | lm loss: 3.090258E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 610.462 | TFLOPs: 28.49 | 7: iteration 39020/ 60336 | consumed samples: 9989120 | consumed tokens: 20457717760 | elapsed time per iteration (s): 0.37 | learning rate: 7.088E-05 | global batch size: 256 | lm loss: 3.097425E+00 | grad norm: 0.260 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.930 | TFLOPs: 32.34 | 7: iteration 39030/ 60336 | consumed samples: 9991680 | consumed tokens: 20462960640 | elapsed time per iteration (s): 0.37 | learning rate: 7.084E-05 | global batch size: 256 | lm loss: 3.104115E+00 | grad norm: 0.275 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.768 | TFLOPs: 32.34 | 7: iteration 39040/ 60336 | consumed samples: 9994240 | consumed tokens: 20468203520 | elapsed time per iteration (s): 0.37 | learning rate: 7.079E-05 | global batch size: 256 | lm loss: 3.103866E+00 | grad norm: 0.256 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.192 | TFLOPs: 32.36 | 7: iteration 39050/ 60336 | consumed samples: 9996800 | consumed tokens: 20473446400 | elapsed time per iteration (s): 0.37 | learning rate: 7.075E-05 | global batch size: 256 | lm loss: 3.100756E+00 | grad norm: 0.250 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.161 | TFLOPs: 32.35 | 7: iteration 39060/ 60336 | consumed samples: 9999360 | consumed tokens: 20478689280 | elapsed time per iteration (s): 0.37 | learning rate: 7.071E-05 | global batch size: 256 | lm loss: 3.100564E+00 | grad norm: 0.256 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.945 | TFLOPs: 32.34 | 7: iteration 39070/ 60336 | consumed samples: 10001920 | consumed 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60336 | consumed samples: 10009600 | consumed tokens: 20499660800 | elapsed time per iteration (s): 0.37 | learning rate: 7.054E-05 | global batch size: 256 | lm loss: 3.119722E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.064 | TFLOPs: 32.35 | 7: iteration 39110/ 60336 | consumed samples: 10012160 | consumed tokens: 20504903680 | elapsed time per iteration (s): 0.37 | learning rate: 7.049E-05 | global batch size: 256 | lm loss: 3.110302E+00 | grad norm: 0.276 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.025 | TFLOPs: 32.35 | 7: iteration 39120/ 60336 | consumed samples: 10014720 | consumed tokens: 20510146560 | elapsed time per iteration (s): 0.37 | learning rate: 7.045E-05 | global batch size: 256 | lm loss: 3.102160E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.594 | TFLOPs: 32.33 | 7: iteration 39130/ 60336 | consumed samples: 10017280 | consumed tokens: 20515389440 | elapsed time per iteration (s): 0.37 | learning rate: 7.041E-05 | global batch size: 256 | lm loss: 3.099527E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.366 | TFLOPs: 32.36 | 7: iteration 39140/ 60336 | consumed samples: 10019840 | consumed tokens: 20520632320 | elapsed time per iteration (s): 0.37 | learning rate: 7.037E-05 | global batch size: 256 | lm loss: 3.107447E+00 | grad norm: 0.249 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.774 | TFLOPs: 32.15 | 7: iteration 39150/ 60336 | consumed samples: 10022400 | consumed tokens: 20525875200 | elapsed time per iteration (s): 0.37 | learning rate: 7.032E-05 | global batch size: 256 | lm loss: 3.094623E+00 | grad norm: 0.267 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.839 | TFLOPs: 32.39 | 7: iteration 39160/ 60336 | consumed samples: 10024960 | consumed tokens: 20531118080 | elapsed time per iteration (s): 0.37 | learning rate: 7.028E-05 | global batch size: 256 | lm loss: 3.099144E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.580 | TFLOPs: 32.37 | 7: iteration 39170/ 60336 | consumed samples: 10027520 | consumed tokens: 20536360960 | elapsed time per iteration (s): 0.37 | learning rate: 7.024E-05 | global batch size: 256 | lm loss: 3.101072E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.868 | TFLOPs: 32.39 | 7: iteration 39180/ 60336 | consumed samples: 10030080 | consumed tokens: 20541603840 | elapsed time per iteration (s): 0.37 | learning rate: 7.020E-05 | global batch size: 256 | lm loss: 3.104299E+00 | grad norm: 0.255 | num 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learning rate: 6.994E-05 | global batch size: 256 | lm loss: 3.095185E+00 | grad norm: 0.270 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.481 | TFLOPs: 32.32 | 7: iteration 39250/ 60336 | consumed samples: 10048000 | consumed tokens: 20578304000 | elapsed time per iteration (s): 0.37 | learning rate: 6.990E-05 | global batch size: 256 | lm loss: 3.106306E+00 | grad norm: 0.253 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.845 | TFLOPs: 32.34 | 7: iteration 39260/ 60336 | consumed samples: 10050560 | consumed tokens: 20583546880 | elapsed time per iteration (s): 0.37 | learning rate: 6.986E-05 | global batch size: 256 | lm loss: 3.092455E+00 | grad norm: 0.256 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.429 | TFLOPs: 32.32 | 7: iteration 39270/ 60336 | consumed samples: 10053120 | consumed tokens: 20588789760 | elapsed time per iteration (s): 0.37 | learning rate: 6.982E-05 | global batch size: 256 | lm loss: 3.112163E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.798 | TFLOPs: 32.34 | 7: iteration 39280/ 60336 | consumed samples: 10055680 | consumed tokens: 20594032640 | elapsed time per iteration (s): 0.37 | learning rate: 6.977E-05 | global batch size: 256 | lm loss: 3.106751E+00 | grad norm: 0.253 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.453 | TFLOPs: 32.37 | 7: iteration 39290/ 60336 | consumed samples: 10058240 | consumed tokens: 20599275520 | elapsed time per iteration (s): 0.37 | learning rate: 6.973E-05 | global batch size: 256 | lm loss: 3.093760E+00 | grad norm: 0.268 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.079 | TFLOPs: 32.35 | 7: iteration 39300/ 60336 | 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| TFLOPs: 32.34 | 7: iteration 39330/ 60336 | consumed samples: 10068480 | consumed tokens: 20620247040 | elapsed time per iteration (s): 0.37 | learning rate: 6.956E-05 | global batch size: 256 | lm loss: 3.095391E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.493 | TFLOPs: 32.32 | 7: iteration 39340/ 60336 | consumed samples: 10071040 | consumed tokens: 20625489920 | elapsed time per iteration (s): 0.37 | learning rate: 6.952E-05 | global batch size: 256 | lm loss: 3.094205E+00 | grad norm: 0.260 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.572 | TFLOPs: 32.33 | 7: iteration 39350/ 60336 | consumed samples: 10073600 | consumed tokens: 20630732800 | elapsed time per iteration (s): 0.37 | learning rate: 6.948E-05 | global batch size: 256 | lm loss: 3.104165E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations: 0 | number of 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7: iteration 39530/ 60336 | consumed samples: 10119680 | consumed tokens: 20725104640 | elapsed time per iteration (s): 0.37 | learning rate: 6.872E-05 | global batch size: 256 | lm loss: 3.095543E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.097 | TFLOPs: 32.40 | 7: iteration 39540/ 60336 | consumed samples: 10122240 | consumed tokens: 20730347520 | elapsed time per iteration (s): 0.37 | learning rate: 6.868E-05 | global batch size: 256 | lm loss: 3.108618E+00 | grad norm: 0.249 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.873 | TFLOPs: 32.39 | 7: iteration 39550/ 60336 | consumed samples: 10124800 | consumed tokens: 20735590400 | elapsed time per iteration (s): 0.37 | learning rate: 6.863E-05 | global batch size: 256 | lm loss: 3.104242E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | 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20919091200 | elapsed time per iteration (s): 0.37 | learning rate: 6.717E-05 | global batch size: 256 | lm loss: 3.103374E+00 | grad norm: 0.245 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.935 | TFLOPs: 32.39 | 7: iteration 39910/ 60336 | consumed samples: 10216960 | consumed tokens: 20924334080 | elapsed time per iteration (s): 0.37 | learning rate: 6.713E-05 | global batch size: 256 | lm loss: 3.087083E+00 | grad norm: 0.267 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.670 | TFLOPs: 32.38 | 7: iteration 39920/ 60336 | consumed samples: 10219520 | consumed tokens: 20929576960 | elapsed time per iteration (s): 0.37 | learning rate: 6.709E-05 | global batch size: 256 | lm loss: 3.095291E+00 | grad norm: 0.248 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.528 | TFLOPs: 32.37 | 7: iteration 39930/ 60336 | consumed samples: 10222080 | consumed tokens: 20934819840 | elapsed time per iteration (s): 0.37 | learning rate: 6.704E-05 | global batch size: 256 | lm loss: 3.105982E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.765 | TFLOPs: 32.38 | 7: iteration 39940/ 60336 | consumed samples: 10224640 | consumed tokens: 20940062720 | elapsed time per iteration (s): 0.37 | learning rate: 6.700E-05 | global batch size: 256 | lm loss: 3.095514E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.084 | TFLOPs: 32.35 | 7: iteration 39950/ 60336 | consumed samples: 10227200 | consumed tokens: 20945305600 | elapsed time per iteration (s): 0.37 | learning rate: 6.696E-05 | global batch size: 256 | lm loss: 3.105894E+00 | grad norm: 0.253 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.405 | TFLOPs: 32.37 | 7: iteration 39960/ 60336 | consumed samples: 10229760 | consumed tokens: 20950548480 | elapsed time per iteration (s): 0.37 | learning rate: 6.692E-05 | global batch size: 256 | lm loss: 3.085137E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.824 | TFLOPs: 32.39 | 7: iteration 39970/ 60336 | consumed samples: 10232320 | consumed tokens: 20955791360 | elapsed time per iteration (s): 0.37 | learning rate: 6.688E-05 | global batch size: 256 | lm loss: 3.092861E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.528 | TFLOPs: 32.37 | 7: iteration 39980/ 60336 | consumed samples: 10234880 | consumed tokens: 20961034240 | elapsed time per iteration (s): 0.37 | learning rate: 6.684E-05 | global batch size: 256 | lm loss: 3.095529E+00 | grad norm: 0.256 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.784 | TFLOPs: 32.38 | 7: iteration 39990/ 60336 | consumed samples: 10237440 | consumed tokens: 20966277120 | elapsed time per iteration (s): 0.37 | learning rate: 6.680E-05 | global batch size: 256 | lm loss: 3.094742E+00 | grad norm: 0.253 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.868 | TFLOPs: 32.34 | 0: [2023-03-16 14:09:54,396] [INFO] [logging.py:68:log_dist] [Rank 0] step=40000, skipped=0, lr=[6.675400566957137e-05, 6.675400566957137e-05, 6.675400566957137e-05], mom=[(0.9, 0.999), (0.9, 0.999), (0.9, 0.999)] 7: iteration 40000/ 60336 | consumed samples: 10240000 | consumed tokens: 20971520000 | elapsed time per iteration (s): 0.37 | learning rate: 6.675E-05 | global batch size: 256 | lm loss: 3.100112E+00 | grad norm: 0.248 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.579 | TFLOPs: 32.37 | 0: steps: 40000 loss: 3.0719 iter time (s): 0.367 samples/sec: 696.966 7: ------------------------------------------------------------------------------------------------ 7: validation loss at iteration 40000 | lm loss value: 3.773351E+00 | lm loss PPL: 4.352567E+01 | 7: ------------------------------------------------------------------------------------------------ 0: saving checkpoint at iteration 40000 to checkpoints_146m32b100m 0: [2023-03-16 14:09:54,520] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step40000 is begin to save! 0: [2023-03-16 14:09:54,524] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100m/global_step40000/layer_01-model_00-model_states.pt... 0: [2023-03-16 14:09:54,616] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step40000/layer_01-model_00-model_states.pt. 0: [2023-03-16 14:09:54,617] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving 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checkpoints_146m32b100m/global_step40000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt. 0: [2023-03-16 14:09:54,927] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step40000/bf16_zero_pp_rank_5_mp_rank_00_optim_states.pt. 0: [2023-03-16 14:09:54,927] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step40000/bf16_zero_pp_rank_5_mp_rank_00_optim_states.pt 0: [2023-03-16 14:09:54,927] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step40000/bf16_zero_pp_rank_1_mp_rank_00_optim_states.pt 0: [2023-03-16 14:09:54,927] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step40000/bf16_zero_pp_rank_7_mp_rank_00_optim_states.pt 0: [2023-03-16 14:09:54,927] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step40000 is ready now! 0: [2023-03-16 14:09:54,927] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step40000 is ready now! 0: [2023-03-16 14:09:54,927] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step40000 is ready now! 0: [2023-03-16 14:09:54,928] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step40000/bf16_zero_pp_rank_3_mp_rank_00_optim_states.pt. 0: [2023-03-16 14:09:54,928] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step40000/bf16_zero_pp_rank_6_mp_rank_00_optim_states.pt. 0: [2023-03-16 14:09:54,928] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step40000/bf16_zero_pp_rank_3_mp_rank_00_optim_states.pt 0: [2023-03-16 14:09:54,928] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step40000/bf16_zero_pp_rank_4_mp_rank_00_optim_states.pt. 0: [2023-03-16 14:09:54,928] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step40000/bf16_zero_pp_rank_2_mp_rank_00_optim_states.pt. 0: [2023-03-16 14:09:54,928] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step40000/bf16_zero_pp_rank_6_mp_rank_00_optim_states.pt 0: [2023-03-16 14:09:54,928] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step40000 is ready now! 0: [2023-03-16 14:09:54,928] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step40000/bf16_zero_pp_rank_2_mp_rank_00_optim_states.pt 0: [2023-03-16 14:09:54,928] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step40000/bf16_zero_pp_rank_4_mp_rank_00_optim_states.pt 0: [2023-03-16 14:09:54,928] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step40000 is ready now! 0: [2023-03-16 14:09:54,928] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step40000 is ready now! 0: [2023-03-16 14:09:54,928] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step40000 is ready now! 0: [2023-03-16 14:09:54,945] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step40000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt 0: [2023-03-16 14:09:54,945] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step40000 is ready now! 0: successfully saved checkpoint at iteration 40000 to checkpoints_146m32b100m 7: time (ms) | save-checkpoint: 429.21 7: iteration 40010/ 60336 | consumed samples: 10242560 | consumed tokens: 20976762880 | elapsed time per iteration (s): 0.42 | learning rate: 6.671E-05 | global batch size: 256 | lm loss: 3.090337E+00 | grad norm: 0.244 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 605.066 | TFLOPs: 28.24 | 7: iteration 40020/ 60336 | consumed samples: 10245120 | consumed tokens: 20982005760 | elapsed time per iteration (s): 0.37 | learning rate: 6.667E-05 | global batch size: 256 | lm loss: 3.106187E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.485 | TFLOPs: 32.37 | 7: iteration 40030/ 60336 | consumed samples: 10247680 | consumed tokens: 20987248640 | elapsed time per iteration (s): 0.37 | learning rate: 6.663E-05 | global batch size: 256 | lm loss: 3.113912E+00 | grad norm: 0.256 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.040 | TFLOPs: 32.35 | 7: iteration 40040/ 60336 | consumed samples: 10250240 | consumed tokens: 20992491520 | elapsed time per iteration (s): 0.37 | learning rate: 6.659E-05 | global batch size: 256 | lm loss: 3.103546E+00 | grad norm: 0.249 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.074 | TFLOPs: 32.40 | 7: iteration 40050/ 60336 | consumed samples: 10252800 | consumed tokens: 20997734400 | elapsed time per iteration (s): 0.37 | learning rate: 6.655E-05 | global batch size: 256 | lm loss: 3.123944E+00 | grad norm: 0.263 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.989 | TFLOPs: 32.39 | 7: iteration 40060/ 60336 | consumed samples: 10255360 | consumed tokens: 21002977280 | elapsed time per iteration (s): 0.37 | learning rate: 6.651E-05 | global batch size: 256 | lm loss: 3.094987E+00 | grad norm: 0.247 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.093 | TFLOPs: 32.40 | 7: iteration 40070/ 60336 | consumed samples: 10257920 | consumed tokens: 21008220160 | elapsed time per iteration (s): 0.37 | learning rate: 6.646E-05 | global batch size: 256 | lm loss: 3.104177E+00 | grad norm: 0.250 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.627 | TFLOPs: 32.38 | 7: iteration 40080/ 60336 | consumed samples: 10260480 | consumed tokens: 21013463040 | elapsed time per iteration (s): 0.37 | learning rate: 6.642E-05 | global batch size: 256 | lm loss: 3.111242E+00 | grad norm: 0.250 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.950 | TFLOPs: 32.39 | 7: iteration 40090/ 60336 | consumed samples: 10263040 | consumed tokens: 21018705920 | elapsed time per iteration (s): 0.37 | learning rate: 6.638E-05 | global batch size: 256 | lm loss: 3.110359E+00 | grad norm: 0.268 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.996 | TFLOPs: 32.39 | 7: iteration 40100/ 60336 | consumed samples: 10265600 | consumed tokens: 21023948800 | elapsed time per iteration (s): 0.37 | learning rate: 6.634E-05 | global batch size: 256 | lm loss: 3.092622E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.371 | TFLOPs: 32.41 | 7: iteration 40110/ 60336 | consumed samples: 10268160 | consumed tokens: 21029191680 | elapsed time per iteration (s): 0.37 | learning rate: 6.630E-05 | global batch size: 256 | lm loss: 3.098567E+00 | grad norm: 0.245 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.777 | TFLOPs: 32.43 | 7: iteration 40120/ 60336 | consumed samples: 10270720 | consumed tokens: 21034434560 | elapsed time per iteration (s): 0.37 | learning rate: 6.626E-05 | global batch size: 256 | lm loss: 3.094825E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.601 | TFLOPs: 32.42 | 7: iteration 40130/ 60336 | consumed samples: 10273280 | consumed tokens: 21039677440 | elapsed time per iteration (s): 0.37 | learning rate: 6.622E-05 | global batch size: 256 | lm loss: 3.105074E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.174 | TFLOPs: 32.40 | 7: iteration 40140/ 60336 | consumed samples: 10275840 | consumed tokens: 21044920320 | elapsed time per iteration (s): 0.37 | learning rate: 6.617E-05 | global batch size: 256 | lm loss: 3.099712E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.961 | TFLOPs: 32.39 | 7: iteration 40150/ 60336 | consumed samples: 10278400 | consumed tokens: 21050163200 | elapsed time per iteration (s): 0.37 | learning rate: 6.613E-05 | global batch size: 256 | lm loss: 3.106529E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.141 | TFLOPs: 32.40 | 7: iteration 40160/ 60336 | consumed samples: 10280960 | consumed tokens: 21055406080 | elapsed time per iteration (s): 0.37 | learning rate: 6.609E-05 | global batch size: 256 | lm loss: 3.102201E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.766 | TFLOPs: 32.43 | 7: iteration 40170/ 60336 | consumed samples: 10283520 | consumed tokens: 21060648960 | elapsed time per iteration (s): 0.37 | learning rate: 6.605E-05 | global batch size: 256 | lm loss: 3.082512E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.517 | TFLOPs: 32.42 | 7: iteration 40180/ 60336 | consumed samples: 10286080 | consumed tokens: 21065891840 | elapsed time per iteration (s): 0.37 | learning rate: 6.601E-05 | global batch size: 256 | lm loss: 3.092480E+00 | grad norm: 0.263 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.907 | TFLOPs: 32.39 | 7: iteration 40190/ 60336 | consumed samples: 10288640 | consumed tokens: 21071134720 | elapsed time per iteration (s): 0.37 | learning rate: 6.597E-05 | global batch size: 256 | lm loss: 3.080110E+00 | grad norm: 0.263 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.951 | TFLOPs: 32.39 | 7: iteration 40200/ 60336 | consumed samples: 10291200 | consumed tokens: 21076377600 | elapsed time per iteration (s): 0.37 | learning rate: 6.593E-05 | global batch size: 256 | lm loss: 3.106544E+00 | grad norm: 0.276 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.645 | TFLOPs: 32.38 | 7: iteration 40210/ 60336 | consumed samples: 10293760 | consumed tokens: 21081620480 | elapsed time per iteration (s): 0.37 | learning rate: 6.588E-05 | global batch size: 256 | lm loss: 3.099635E+00 | grad norm: 0.256 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.981 | TFLOPs: 32.39 | 7: iteration 40220/ 60336 | consumed samples: 10296320 | consumed tokens: 21086863360 | elapsed time per iteration (s): 0.37 | learning rate: 6.584E-05 | global batch size: 256 | lm loss: 3.101283E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.790 | TFLOPs: 32.38 | 7: iteration 40230/ 60336 | consumed samples: 10298880 | consumed tokens: 21092106240 | elapsed time per iteration (s): 0.37 | learning rate: 6.580E-05 | global batch size: 256 | lm loss: 3.116054E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.763 | TFLOPs: 32.38 | 7: iteration 40240/ 60336 | consumed samples: 10301440 | consumed tokens: 21097349120 | elapsed time per iteration (s): 0.37 | learning rate: 6.576E-05 | global batch size: 256 | lm loss: 3.107574E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 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number of nan iterations: 0 | samples per second: 694.122 | TFLOPs: 32.40 | 7: iteration 40280/ 60336 | consumed samples: 10311680 | consumed tokens: 21118320640 | elapsed time per iteration (s): 0.37 | learning rate: 6.560E-05 | global batch size: 256 | lm loss: 3.100768E+00 | grad norm: 0.268 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.824 | TFLOPs: 32.39 | 7: iteration 40290/ 60336 | consumed samples: 10314240 | consumed tokens: 21123563520 | elapsed time per iteration (s): 0.37 | learning rate: 6.556E-05 | global batch size: 256 | lm loss: 3.106359E+00 | grad norm: 0.245 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.709 | TFLOPs: 32.38 | 7: iteration 40300/ 60336 | consumed samples: 10316800 | consumed tokens: 21128806400 | elapsed time per iteration (s): 0.37 | learning rate: 6.551E-05 | global batch size: 256 | lm loss: 3.090548E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.836 | TFLOPs: 32.39 | 7: iteration 40310/ 60336 | consumed samples: 10319360 | consumed tokens: 21134049280 | elapsed time per iteration (s): 0.37 | learning rate: 6.547E-05 | global batch size: 256 | lm loss: 3.091538E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.802 | TFLOPs: 32.38 | 7: iteration 40320/ 60336 | consumed samples: 10321920 | consumed tokens: 21139292160 | elapsed time per iteration (s): 0.37 | learning rate: 6.543E-05 | global batch size: 256 | lm loss: 3.103445E+00 | grad norm: 0.248 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.390 | TFLOPs: 32.36 | 7: iteration 40330/ 60336 | consumed samples: 10324480 | consumed tokens: 21144535040 | elapsed time per iteration (s): 0.37 | learning rate: 6.539E-05 | global batch size: 256 | lm loss: 3.112997E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.748 | TFLOPs: 32.38 | 7: iteration 40340/ 60336 | consumed samples: 10327040 | consumed tokens: 21149777920 | elapsed time per iteration (s): 0.37 | learning rate: 6.535E-05 | global batch size: 256 | lm loss: 3.096337E+00 | grad norm: 0.247 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.927 | TFLOPs: 32.39 | 7: iteration 40350/ 60336 | consumed samples: 10329600 | consumed tokens: 21155020800 | elapsed time per iteration (s): 0.37 | learning rate: 6.531E-05 | global batch size: 256 | lm loss: 3.101144E+00 | grad norm: 0.253 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.916 | TFLOPs: 32.39 | 7: iteration 40360/ 60336 | consumed samples: 10332160 | consumed tokens: 21160263680 | elapsed time per iteration (s): 0.37 | learning rate: 6.527E-05 | global batch size: 256 | lm loss: 3.098290E+00 | grad norm: 0.253 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.807 | TFLOPs: 32.38 | 7: iteration 40370/ 60336 | consumed samples: 10334720 | consumed tokens: 21165506560 | elapsed time per iteration (s): 0.37 | learning rate: 6.523E-05 | global batch size: 256 | lm loss: 3.107701E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.275 | TFLOPs: 32.41 | 7: iteration 40380/ 60336 | consumed samples: 10337280 | consumed tokens: 21170749440 | elapsed time per iteration (s): 0.37 | learning rate: 6.519E-05 | global batch size: 256 | lm loss: 3.097559E+00 | grad norm: 0.252 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.145 | TFLOPs: 32.40 | 7: iteration 40390/ 60336 | consumed samples: 10339840 | consumed tokens: 21175992320 | elapsed time per iteration (s): 0.37 | learning rate: 6.514E-05 | global batch size: 256 | lm loss: 3.103901E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.204 | TFLOPs: 32.40 | 7: iteration 40400/ 60336 | consumed samples: 10342400 | consumed tokens: 21181235200 | elapsed time per iteration (s): 0.37 | learning rate: 6.510E-05 | global batch size: 256 | lm loss: 3.104976E+00 | grad norm: 0.276 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.896 | TFLOPs: 32.39 | 7: iteration 40410/ 60336 | consumed samples: 10344960 | consumed tokens: 21186478080 | elapsed time per iteration (s): 0.37 | learning rate: 6.506E-05 | global batch size: 256 | lm loss: 3.095795E+00 | grad norm: 0.256 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.697 | TFLOPs: 32.38 | 7: iteration 40420/ 60336 | consumed samples: 10347520 | consumed tokens: 21191720960 | elapsed time per iteration (s): 0.37 | learning rate: 6.502E-05 | global batch size: 256 | lm loss: 3.091295E+00 | grad norm: 0.268 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.573 | TFLOPs: 32.42 | 7: iteration 40430/ 60336 | consumed samples: 10350080 | consumed tokens: 21196963840 | elapsed time per iteration (s): 0.37 | learning rate: 6.498E-05 | global batch size: 256 | lm loss: 3.097494E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.220 | TFLOPs: 32.40 | 7: iteration 40440/ 60336 | consumed samples: 10352640 | consumed tokens: 21202206720 | elapsed time per iteration (s): 0.37 | learning rate: 6.494E-05 | global batch size: 256 | lm loss: 3.104134E+00 | grad norm: 0.260 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.356 | TFLOPs: 32.41 | 7: iteration 40450/ 60336 | consumed samples: 10355200 | consumed tokens: 21207449600 | elapsed time per iteration (s): 0.37 | learning rate: 6.490E-05 | global batch size: 256 | lm loss: 3.094150E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.345 | TFLOPs: 32.41 | 7: iteration 40460/ 60336 | consumed samples: 10357760 | consumed tokens: 21212692480 | elapsed time per iteration (s): 0.37 | learning rate: 6.486E-05 | global batch size: 256 | lm loss: 3.087092E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.289 | TFLOPs: 32.41 | 7: iteration 40470/ 60336 | consumed samples: 10360320 | consumed tokens: 21217935360 | elapsed time per iteration (s): 0.37 | learning rate: 6.482E-05 | global batch size: 256 | lm loss: 3.090977E+00 | grad norm: 0.255 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.109 | TFLOPs: 32.40 | 7: iteration 40480/ 60336 | consumed samples: 10362880 | consumed tokens: 21223178240 | elapsed time per iteration (s): 0.37 | learning rate: 6.478E-05 | global batch size: 256 | lm loss: 3.101519E+00 | grad norm: 0.245 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.209 | TFLOPs: 32.40 | 7: iteration 40490/ 60336 | consumed samples: 10365440 | consumed tokens: 21228421120 | elapsed time per iteration (s): 0.37 | learning rate: 6.473E-05 | global batch size: 256 | lm loss: 3.098287E+00 | grad norm: 0.267 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.494 | TFLOPs: 32.42 | 7: iteration 40500/ 60336 | consumed samples: 10368000 | consumed tokens: 21233664000 | elapsed time per iteration (s): 0.37 | learning rate: 6.469E-05 | global batch size: 256 | lm loss: 3.113824E+00 | grad norm: 0.247 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.881 | TFLOPs: 32.39 | 7: iteration 40510/ 60336 | consumed samples: 10370560 | consumed tokens: 21238906880 | elapsed time per iteration (s): 0.37 | learning rate: 6.465E-05 | global batch size: 256 | lm loss: 3.104908E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.244 | TFLOPs: 32.40 | 7: iteration 40520/ 60336 | consumed samples: 10373120 | consumed tokens: 21244149760 | elapsed time per iteration (s): 0.37 | learning rate: 6.461E-05 | global batch size: 256 | lm loss: 3.106205E+00 | grad norm: 0.250 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.892 | TFLOPs: 32.39 | 7: iteration 40530/ 60336 | consumed samples: 10375680 | consumed tokens: 21249392640 | elapsed time per iteration (s): 0.37 | learning rate: 6.457E-05 | global batch size: 256 | lm loss: 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learning rate: 6.270E-05 | global batch size: 256 | lm loss: 3.094191E+00 | grad norm: 0.246 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.999 | TFLOPs: 32.39 | 7: iteration 41000/ 60336 | consumed samples: 10496000 | consumed tokens: 21495808000 | elapsed time per iteration (s): 0.37 | learning rate: 6.266E-05 | global batch size: 256 | lm loss: 3.099639E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.821 | TFLOPs: 32.39 | 7: ------------------------------------------------------------------------------------------------ 7: validation loss at iteration 41000 | lm loss value: 3.755558E+00 | lm loss PPL: 4.275805E+01 | 7: ------------------------------------------------------------------------------------------------ 0: saving checkpoint at iteration 41000 to checkpoints_146m32b100m 0: [2023-03-16 14:16:03,889] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step41000 is begin to save! 0: [2023-03-16 14:16:03,892] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100m/global_step41000/layer_01-model_00-model_states.pt... 0: [2023-03-16 14:16:03,980] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step41000/layer_01-model_00-model_states.pt. 0: [2023-03-16 14:16:03,981] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100m/global_step41000/layer_03-model_00-model_states.pt... 0: [2023-03-16 14:16:03,997] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step41000/layer_03-model_00-model_states.pt. 0: [2023-03-16 14:16:03,997] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100m/global_step41000/layer_04-model_00-model_states.pt... 0: [2023-03-16 14:16:04,012] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved 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[torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step41000 is ready now! 0: successfully saved checkpoint at iteration 41000 to checkpoints_146m32b100m 7: time (ms) | save-checkpoint: 412.87 7: iteration 41010/ 60336 | consumed samples: 10498560 | consumed tokens: 21501050880 | elapsed time per iteration (s): 0.42 | learning rate: 6.262E-05 | global batch size: 256 | lm loss: 3.108495E+00 | grad norm: 0.256 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 610.549 | TFLOPs: 28.50 | 7: iteration 41020/ 60336 | consumed samples: 10501120 | consumed tokens: 21506293760 | elapsed time per iteration (s): 0.37 | learning rate: 6.258E-05 | global batch size: 256 | lm loss: 3.091638E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.622 | TFLOPs: 32.42 | 7: iteration 41030/ 60336 | consumed samples: 10503680 | consumed tokens: 21511536640 | elapsed time per iteration (s): 0.37 | learning rate: 6.254E-05 | global batch size: 256 | lm loss: 3.104467E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.453 | TFLOPs: 32.41 | 7: iteration 41040/ 60336 | consumed samples: 10506240 | consumed tokens: 21516779520 | elapsed time per iteration (s): 0.37 | learning rate: 6.250E-05 | global batch size: 256 | lm loss: 3.090589E+00 | grad norm: 0.253 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.678 | TFLOPs: 32.38 | 7: iteration 41050/ 60336 | consumed samples: 10508800 | consumed tokens: 21522022400 | elapsed time per iteration (s): 0.37 | learning rate: 6.246E-05 | global batch size: 256 | lm loss: 3.105272E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.171 | TFLOPs: 32.40 | 7: iteration 41060/ 60336 | consumed samples: 10511360 | consumed tokens: 21527265280 | elapsed time per iteration (s): 0.37 | learning rate: 6.242E-05 | global batch size: 256 | lm loss: 3.094219E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.021 | TFLOPs: 32.39 | 7: iteration 41070/ 60336 | consumed samples: 10513920 | consumed tokens: 21532508160 | elapsed time per iteration (s): 0.37 | learning rate: 6.238E-05 | global batch size: 256 | lm loss: 3.107070E+00 | grad norm: 0.267 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.319 | TFLOPs: 32.36 | 7: iteration 41080/ 60336 | consumed samples: 10516480 | consumed tokens: 21537751040 | elapsed time per iteration (s): 0.37 | learning rate: 6.234E-05 | global batch size: 256 | lm loss: 3.098306E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.368 | TFLOPs: 32.36 | 7: iteration 41090/ 60336 | consumed samples: 10519040 | consumed tokens: 21542993920 | elapsed time per iteration (s): 0.37 | learning rate: 6.230E-05 | global batch size: 256 | lm loss: 3.098951E+00 | grad norm: 0.271 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.257 | TFLOPs: 32.36 | 7: iteration 41100/ 60336 | consumed samples: 10521600 | consumed tokens: 21548236800 | elapsed time per iteration (s): 0.37 | learning rate: 6.226E-05 | global batch size: 256 | lm loss: 3.091041E+00 | grad norm: 0.252 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.702 | TFLOPs: 32.38 | 7: iteration 41110/ 60336 | consumed samples: 10524160 | consumed tokens: 21553479680 | elapsed time per iteration (s): 0.37 | learning rate: 6.222E-05 | global batch size: 256 | lm loss: 3.104351E+00 | grad norm: 0.249 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.845 | TFLOPs: 32.34 | 7: iteration 41120/ 60336 | consumed samples: 10526720 | consumed tokens: 21558722560 | elapsed time per iteration (s): 0.37 | learning rate: 6.218E-05 | global batch size: 256 | lm loss: 3.093664E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.663 | TFLOPs: 32.33 | 7: iteration 41130/ 60336 | consumed samples: 10529280 | consumed tokens: 21563965440 | elapsed time per iteration (s): 0.37 | learning rate: 6.214E-05 | global batch size: 256 | lm loss: 3.087430E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.356 | TFLOPs: 32.36 | 7: iteration 41140/ 60336 | consumed samples: 10531840 | consumed tokens: 21569208320 | elapsed time per iteration (s): 0.37 | learning rate: 6.210E-05 | global batch size: 256 | lm loss: 3.090583E+00 | grad norm: 0.270 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 686.332 | TFLOPs: 32.04 | 7: iteration 41150/ 60336 | consumed samples: 10534400 | consumed tokens: 21574451200 | elapsed time per iteration (s): 0.37 | learning rate: 6.206E-05 | global batch size: 256 | lm loss: 3.107418E+00 | grad norm: 0.244 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.428 | TFLOPs: 32.37 | 7: iteration 41160/ 60336 | consumed samples: 10536960 | consumed tokens: 21579694080 | elapsed time per iteration (s): 0.37 | learning rate: 6.202E-05 | global batch size: 256 | lm loss: 3.082866E+00 | grad norm: 0.245 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.234 | TFLOPs: 32.36 | 7: iteration 41170/ 60336 | consumed samples: 10539520 | consumed tokens: 21584936960 | elapsed time per iteration (s): 0.37 | learning rate: 6.198E-05 | global batch size: 256 | lm loss: 3.091467E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.181 | TFLOPs: 32.36 | 7: iteration 41180/ 60336 | consumed samples: 10542080 | consumed tokens: 21590179840 | elapsed time per iteration (s): 0.37 | learning rate: 6.194E-05 | global batch size: 256 | lm loss: 3.094096E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.256 | TFLOPs: 32.36 | 7: iteration 41190/ 60336 | consumed samples: 10544640 | consumed tokens: 21595422720 | elapsed time per iteration (s): 0.37 | learning rate: 6.190E-05 | global batch size: 256 | lm loss: 3.093274E+00 | grad norm: 0.268 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.797 | TFLOPs: 32.38 | 7: iteration 41200/ 60336 | consumed samples: 10547200 | consumed tokens: 21600665600 | elapsed time per iteration (s): 0.37 | learning rate: 6.186E-05 | global batch size: 256 | lm loss: 3.101315E+00 | grad norm: 0.263 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.044 | TFLOPs: 32.40 | 7: iteration 41210/ 60336 | consumed samples: 10549760 | consumed tokens: 21605908480 | elapsed time per iteration (s): 0.37 | learning rate: 6.182E-05 | global batch size: 256 | lm loss: 3.115124E+00 | grad norm: 0.247 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.797 | TFLOPs: 32.38 | 7: iteration 41220/ 60336 | consumed samples: 10552320 | consumed tokens: 21611151360 | elapsed time per iteration (s): 0.37 | learning rate: 6.178E-05 | global batch size: 256 | lm loss: 3.101957E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.442 | TFLOPs: 32.41 | 7: iteration 41230/ 60336 | consumed samples: 10554880 | consumed tokens: 21616394240 | elapsed time per iteration 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60336 | consumed samples: 10570240 | consumed tokens: 21647851520 | elapsed time per iteration (s): 0.37 | learning rate: 6.150E-05 | global batch size: 256 | lm loss: 3.092249E+00 | grad norm: 0.249 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.033 | TFLOPs: 32.39 | 7: iteration 41300/ 60336 | consumed samples: 10572800 | consumed tokens: 21653094400 | elapsed time per iteration (s): 0.37 | learning rate: 6.146E-05 | global batch size: 256 | lm loss: 3.089148E+00 | grad norm: 0.249 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.370 | TFLOPs: 32.41 | 7: iteration 41310/ 60336 | consumed samples: 10575360 | consumed tokens: 21658337280 | elapsed time per iteration (s): 0.37 | learning rate: 6.142E-05 | global batch size: 256 | lm loss: 3.085029E+00 | grad norm: 0.255 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.025 | TFLOPs: 32.39 | 7: iteration 41320/ 60336 | consumed samples: 10577920 | consumed tokens: 21663580160 | elapsed time per iteration (s): 0.37 | learning rate: 6.138E-05 | global batch size: 256 | lm loss: 3.084809E+00 | grad norm: 0.250 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.384 | TFLOPs: 32.41 | 7: iteration 41330/ 60336 | consumed samples: 10580480 | consumed tokens: 21668823040 | elapsed time per iteration (s): 0.37 | learning rate: 6.134E-05 | global batch size: 256 | lm loss: 3.099026E+00 | grad norm: 0.247 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.394 | TFLOPs: 32.41 | 7: iteration 41340/ 60336 | consumed samples: 10583040 | consumed tokens: 21674065920 | elapsed time per iteration (s): 0.37 | learning rate: 6.130E-05 | global batch size: 256 | lm loss: 3.093106E+00 | grad norm: 0.255 | num zeros: 0.0 | number of skipped iterations: 0 | 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lm loss: 3.093287E+00 | grad norm: 0.255 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.669 | TFLOPs: 32.42 | 7: iteration 41410/ 60336 | consumed samples: 10600960 | consumed tokens: 21710766080 | elapsed time per iteration (s): 0.37 | learning rate: 6.103E-05 | global batch size: 256 | lm loss: 3.103386E+00 | grad norm: 0.250 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.424 | TFLOPs: 32.41 | 7: iteration 41420/ 60336 | consumed samples: 10603520 | consumed tokens: 21716008960 | elapsed time per iteration (s): 0.37 | learning rate: 6.099E-05 | global batch size: 256 | lm loss: 3.091201E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.525 | TFLOPs: 32.42 | 7: iteration 41430/ 60336 | consumed samples: 10606080 | consumed tokens: 21721251840 | elapsed time per iteration (s): 0.37 | 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consumed samples: 10621440 | consumed tokens: 21752709120 | elapsed time per iteration (s): 0.37 | learning rate: 6.071E-05 | global batch size: 256 | lm loss: 3.090461E+00 | grad norm: 0.253 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.445 | TFLOPs: 32.41 | 7: iteration 41500/ 60336 | consumed samples: 10624000 | consumed tokens: 21757952000 | elapsed time per iteration (s): 0.37 | learning rate: 6.067E-05 | global batch size: 256 | lm loss: 3.112685E+00 | grad norm: 0.267 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.856 | TFLOPs: 32.39 | 7: iteration 41510/ 60336 | consumed samples: 10626560 | consumed tokens: 21763194880 | elapsed time per iteration (s): 0.37 | learning rate: 6.063E-05 | global batch size: 256 | lm loss: 3.095218E+00 | grad norm: 0.250 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.463 | TFLOPs: 32.37 | 7: iteration 41520/ 60336 | consumed samples: 10629120 | consumed tokens: 21768437760 | elapsed time per iteration (s): 0.37 | learning rate: 6.059E-05 | global batch size: 256 | lm loss: 3.099151E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.526 | TFLOPs: 32.37 | 7: iteration 41530/ 60336 | consumed samples: 10631680 | consumed tokens: 21773680640 | elapsed time per iteration (s): 0.37 | learning rate: 6.055E-05 | global batch size: 256 | lm loss: 3.089074E+00 | grad norm: 0.260 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.795 | TFLOPs: 32.38 | 7: iteration 41540/ 60336 | consumed samples: 10634240 | consumed tokens: 21778923520 | elapsed time per iteration (s): 0.37 | learning rate: 6.051E-05 | global batch size: 256 | lm loss: 3.093147E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.720 | TFLOPs: 32.38 | 7: iteration 41550/ 60336 | consumed samples: 10636800 | consumed tokens: 21784166400 | elapsed time per iteration (s): 0.39 | learning rate: 6.047E-05 | global batch size: 256 | lm loss: 3.111827E+00 | grad norm: 0.250 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 651.766 | TFLOPs: 30.42 | 7: iteration 41560/ 60336 | consumed samples: 10639360 | consumed tokens: 21789409280 | elapsed time per iteration (s): 0.37 | learning rate: 6.043E-05 | global batch size: 256 | lm loss: 3.110104E+00 | grad norm: 0.255 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.007 | TFLOPs: 32.35 | 7: iteration 41570/ 60336 | consumed samples: 10641920 | consumed tokens: 21794652160 | elapsed time per iteration (s): 0.37 | learning rate: 6.039E-05 | global batch size: 256 | lm loss: 3.085467E+00 | grad norm: 0.263 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.622 | TFLOPs: 32.33 | 7: iteration 41580/ 60336 | consumed samples: 10644480 | consumed tokens: 21799895040 | elapsed time per iteration (s): 0.37 | learning rate: 6.035E-05 | global batch size: 256 | lm loss: 3.091966E+00 | grad norm: 0.253 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.822 | TFLOPs: 32.39 | 7: iteration 41590/ 60336 | consumed samples: 10647040 | consumed tokens: 21805137920 | elapsed time per iteration (s): 0.37 | learning rate: 6.031E-05 | global batch size: 256 | lm loss: 3.105176E+00 | grad norm: 0.267 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.500 | TFLOPs: 32.23 | 7: iteration 41600/ 60336 | consumed samples: 10649600 | consumed tokens: 21810380800 | elapsed time per iteration (s): 0.37 | learning rate: 6.027E-05 | global batch size: 256 | lm loss: 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7: iteration 41720/ 60336 | consumed samples: 10680320 | consumed tokens: 21873295360 | elapsed time per iteration (s): 0.37 | learning rate: 5.980E-05 | global batch size: 256 | lm loss: 3.097478E+00 | grad norm: 0.245 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.249 | TFLOPs: 32.40 | 7: iteration 41730/ 60336 | consumed samples: 10682880 | consumed tokens: 21878538240 | elapsed time per iteration (s): 0.37 | learning rate: 5.976E-05 | global batch size: 256 | lm loss: 3.088181E+00 | grad norm: 0.246 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.780 | TFLOPs: 32.29 | 7: iteration 41740/ 60336 | consumed samples: 10685440 | consumed tokens: 21883781120 | elapsed time per iteration (s): 0.37 | learning rate: 5.972E-05 | global batch size: 256 | lm loss: 3.099996E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.356 | TFLOPs: 32.41 | 7: iteration 41750/ 60336 | consumed samples: 10688000 | consumed tokens: 21889024000 | elapsed time per iteration (s): 0.37 | learning rate: 5.968E-05 | global batch size: 256 | lm loss: 3.102724E+00 | grad norm: 0.252 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.160 | TFLOPs: 32.40 | 7: iteration 41760/ 60336 | consumed samples: 10690560 | consumed tokens: 21894266880 | elapsed time per iteration (s): 0.37 | learning rate: 5.964E-05 | global batch size: 256 | lm loss: 3.098432E+00 | grad norm: 0.256 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.219 | TFLOPs: 32.17 | 7: iteration 41770/ 60336 | consumed samples: 10693120 | consumed tokens: 21899509760 | elapsed time per iteration (s): 0.37 | learning rate: 5.960E-05 | global batch size: 256 | lm loss: 3.093177E+00 | grad norm: 0.261 | num zeros: 0.0 | number of skipped 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norm: 0.254 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 685.117 | TFLOPs: 31.98 | 7: iteration 41810/ 60336 | consumed samples: 10703360 | consumed tokens: 21920481280 | elapsed time per iteration (s): 0.37 | learning rate: 5.945E-05 | global batch size: 256 | lm loss: 3.080463E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.405 | TFLOPs: 32.41 | 7: iteration 41820/ 60336 | consumed samples: 10705920 | consumed tokens: 21925724160 | elapsed time per iteration (s): 0.37 | learning rate: 5.941E-05 | global batch size: 256 | lm loss: 3.093498E+00 | grad norm: 0.249 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.258 | TFLOPs: 32.08 | 7: iteration 41830/ 60336 | consumed samples: 10708480 | consumed tokens: 21930967040 | elapsed time per iteration (s): 0.38 | learning rate: 5.937E-05 | global batch size: 256 | lm loss: 3.102923E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 682.234 | TFLOPs: 31.84 | 7: iteration 41840/ 60336 | consumed samples: 10711040 | consumed tokens: 21936209920 | elapsed time per iteration (s): 0.38 | learning rate: 5.933E-05 | global batch size: 256 | lm loss: 3.096484E+00 | grad norm: 0.248 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 679.005 | TFLOPs: 31.69 | 7: iteration 41850/ 60336 | consumed samples: 10713600 | consumed tokens: 21941452800 | elapsed time per iteration (s): 0.37 | learning rate: 5.929E-05 | global batch size: 256 | lm loss: 3.092990E+00 | grad norm: 0.256 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.451 | TFLOPs: 32.13 | 7: iteration 41860/ 60336 | consumed samples: 10716160 | consumed tokens: 21946695680 | elapsed time per iteration (s): 0.37 | learning rate: 5.925E-05 | global batch size: 256 | lm loss: 3.092138E+00 | grad norm: 0.263 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.202 | TFLOPs: 32.36 | 7: iteration 41870/ 60336 | consumed samples: 10718720 | consumed tokens: 21951938560 | elapsed time per iteration (s): 0.38 | learning rate: 5.921E-05 | global batch size: 256 | lm loss: 3.087746E+00 | grad norm: 0.279 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 680.904 | TFLOPs: 31.78 | 7: iteration 41880/ 60336 | consumed samples: 10721280 | consumed tokens: 21957181440 | elapsed time per iteration (s): 0.38 | learning rate: 5.917E-05 | global batch size: 256 | lm loss: 3.092577E+00 | grad norm: 0.260 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 678.708 | TFLOPs: 31.68 | 7: iteration 41890/ 60336 | consumed samples: 10723840 | consumed tokens: 21962424320 | elapsed time per iteration (s): 0.37 | learning rate: 5.913E-05 | global batch size: 256 | lm loss: 3.085294E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 686.948 | TFLOPs: 32.06 | 7: iteration 41900/ 60336 | consumed samples: 10726400 | consumed tokens: 21967667200 | elapsed time per iteration (s): 0.37 | learning rate: 5.910E-05 | global batch size: 256 | lm loss: 3.079536E+00 | grad norm: 0.249 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.686 | TFLOPs: 32.29 | 7: iteration 41910/ 60336 | consumed samples: 10728960 | consumed tokens: 21972910080 | elapsed time per iteration (s): 0.38 | learning rate: 5.906E-05 | global batch size: 256 | lm loss: 3.090945E+00 | grad norm: 0.245 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 678.968 | TFLOPs: 31.69 | 7: iteration 41920/ 60336 | consumed samples: 10731520 | consumed tokens: 21978152960 | elapsed time per iteration (s): 0.38 | learning rate: 5.902E-05 | global batch size: 256 | lm loss: 3.086445E+00 | grad norm: 0.245 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 682.101 | TFLOPs: 31.84 | 7: iteration 41930/ 60336 | consumed samples: 10734080 | consumed tokens: 21983395840 | elapsed time per iteration (s): 0.38 | learning rate: 5.898E-05 | global batch size: 256 | lm loss: 3.098263E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 676.958 | TFLOPs: 31.60 | 7: iteration 41940/ 60336 | consumed samples: 10736640 | consumed tokens: 21988638720 | elapsed time per iteration (s): 0.37 | learning rate: 5.894E-05 | global batch size: 256 | lm loss: 3.082332E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 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number of nan iterations: 0 | samples per second: 689.111 | TFLOPs: 32.17 | 7: iteration 41980/ 60336 | consumed samples: 10746880 | consumed tokens: 22009610240 | elapsed time per iteration (s): 0.38 | learning rate: 5.878E-05 | global batch size: 256 | lm loss: 3.095463E+00 | grad norm: 0.252 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 678.246 | TFLOPs: 31.66 | 7: iteration 41990/ 60336 | consumed samples: 10749440 | consumed tokens: 22014853120 | elapsed time per iteration (s): 0.37 | learning rate: 5.874E-05 | global batch size: 256 | lm loss: 3.092095E+00 | grad norm: 0.246 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.957 | TFLOPs: 32.30 | 0: [2023-03-16 14:22:14,636] [INFO] [logging.py:68:log_dist] [Rank 0] step=42000, skipped=0, lr=[5.870592798850111e-05, 5.870592798850111e-05, 5.870592798850111e-05], mom=[(0.9, 0.999), (0.9, 0.999), (0.9, 0.999)] 7: iteration 42000/ 60336 | consumed samples: 10752000 | consumed tokens: 22020096000 | elapsed time per iteration (s): 0.37 | learning rate: 5.871E-05 | global batch size: 256 | lm loss: 3.089932E+00 | grad norm: 0.249 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.647 | TFLOPs: 32.42 | 0: steps: 42000 loss: 3.0688 iter time (s): 0.368 samples/sec: 695.418 7: ------------------------------------------------------------------------------------------------ 7: validation loss at iteration 42000 | lm loss value: 3.840586E+00 | lm loss PPL: 4.655274E+01 | 7: ------------------------------------------------------------------------------------------------ 0: saving checkpoint at iteration 42000 to checkpoints_146m32b100m 0: [2023-03-16 14:22:14,760] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step42000 is begin to save! 0: [2023-03-16 14:22:14,763] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving 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14:22:15,188] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step42000/bf16_zero_pp_rank_54_mp_rank_00_optim_states.pt. 6: [2023-03-16 14:22:15,188] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step42000/bf16_zero_pp_rank_51_mp_rank_00_optim_states.pt 6: [2023-03-16 14:22:15,188] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step42000/bf16_zero_pp_rank_49_mp_rank_00_optim_states.pt 6: [2023-03-16 14:22:15,188] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step42000 is ready now! 6: [2023-03-16 14:22:15,188] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step42000 is ready now! 6: [2023-03-16 14:22:15,188] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step42000/bf16_zero_pp_rank_48_mp_rank_00_optim_states.pt 6: [2023-03-16 14:22:15,188] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step42000/bf16_zero_pp_rank_52_mp_rank_00_optim_states.pt 6: [2023-03-16 14:22:15,188] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step42000/bf16_zero_pp_rank_50_mp_rank_00_optim_states.pt 6: [2023-03-16 14:22:15,188] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step42000/bf16_zero_pp_rank_54_mp_rank_00_optim_states.pt 6: [2023-03-16 14:22:15,188] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step42000/bf16_zero_pp_rank_55_mp_rank_00_optim_states.pt 6: [2023-03-16 14:22:15,188] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step42000/bf16_zero_pp_rank_53_mp_rank_00_optim_states.pt 6: [2023-03-16 14:22:15,188] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step42000 is ready now! 6: [2023-03-16 14:22:15,188] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step42000 is ready now! 6: [2023-03-16 14:22:15,188] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step42000 is ready now! 6: [2023-03-16 14:22:15,188] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step42000 is ready now! 6: [2023-03-16 14:22:15,188] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step42000 is ready now! 6: [2023-03-16 14:22:15,188] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step42000 is ready now! 0: successfully saved checkpoint at iteration 42000 to checkpoints_146m32b100m 7: time (ms) | save-checkpoint: 435.65 7: iteration 42010/ 60336 | consumed samples: 10754560 | consumed tokens: 22025338880 | elapsed time per iteration (s): 0.43 | learning rate: 5.867E-05 | global batch size: 256 | lm loss: 3.093240E+00 | grad norm: 0.249 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 599.233 | TFLOPs: 27.97 | 7: iteration 42020/ 60336 | consumed samples: 10757120 | consumed tokens: 22030581760 | elapsed time per iteration (s): 0.37 | learning rate: 5.863E-05 | global batch size: 256 | lm loss: 3.101353E+00 | grad norm: 0.274 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.116 | TFLOPs: 32.40 | 7: iteration 42030/ 60336 | consumed samples: 10759680 | consumed tokens: 22035824640 | elapsed time per iteration (s): 0.37 | learning rate: 5.859E-05 | global batch size: 256 | lm loss: 3.095947E+00 | grad norm: 0.249 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.768 | TFLOPs: 32.34 | 7: iteration 42040/ 60336 | consumed samples: 10762240 | consumed tokens: 22041067520 | elapsed time per iteration (s): 0.37 | learning rate: 5.855E-05 | global batch size: 256 | lm loss: 3.103336E+00 | grad norm: 0.249 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 683.545 | TFLOPs: 31.91 | 7: iteration 42050/ 60336 | consumed samples: 10764800 | consumed tokens: 22046310400 | elapsed time per iteration (s): 0.37 | learning rate: 5.851E-05 | global batch size: 256 | lm loss: 3.081931E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.182 | TFLOPs: 32.22 | 7: iteration 42060/ 60336 | consumed samples: 10767360 | consumed tokens: 22051553280 | elapsed time per iteration (s): 0.37 | learning rate: 5.847E-05 | global batch size: 256 | lm loss: 3.095948E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 684.493 | TFLOPs: 31.95 | 7: iteration 42070/ 60336 | consumed samples: 10769920 | consumed tokens: 22056796160 | elapsed time per iteration (s): 0.37 | learning rate: 5.843E-05 | global batch size: 256 | lm loss: 3.104454E+00 | grad norm: 0.246 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.933 | TFLOPs: 32.39 | 7: iteration 42080/ 60336 | consumed samples: 10772480 | consumed tokens: 22062039040 | elapsed time per iteration (s): 0.37 | learning rate: 5.840E-05 | global batch size: 256 | lm loss: 3.096185E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.454 | TFLOPs: 32.32 | 7: iteration 42090/ 60336 | consumed samples: 10775040 | consumed tokens: 22067281920 | elapsed time per iteration (s): 0.37 | learning rate: 5.836E-05 | global batch size: 256 | lm loss: 3.086424E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.574 | TFLOPs: 32.42 | 7: iteration 42100/ 60336 | consumed samples: 10777600 | consumed tokens: 22072524800 | elapsed time per iteration (s): 0.37 | learning rate: 5.832E-05 | global batch size: 256 | lm loss: 3.094349E+00 | grad norm: 0.250 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.726 | TFLOPs: 32.38 | 7: iteration 42110/ 60336 | consumed samples: 10780160 | consumed tokens: 22077767680 | elapsed time per iteration (s): 0.37 | learning rate: 5.828E-05 | global batch size: 256 | lm loss: 3.102493E+00 | grad norm: 0.270 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.925 | TFLOPs: 32.16 | 7: iteration 42120/ 60336 | consumed samples: 10782720 | consumed tokens: 22083010560 | elapsed time per iteration (s): 0.37 | learning rate: 5.824E-05 | global batch size: 256 | lm loss: 3.105670E+00 | grad norm: 0.249 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.710 | TFLOPs: 32.43 | 7: iteration 42130/ 60336 | consumed samples: 10785280 | consumed tokens: 22088253440 | elapsed time per iteration (s): 0.37 | learning rate: 5.820E-05 | global batch size: 256 | lm loss: 3.089453E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.202 | TFLOPs: 32.31 | 7: iteration 42140/ 60336 | consumed samples: 10787840 | consumed tokens: 22093496320 | elapsed time per iteration (s): 0.37 | learning rate: 5.816E-05 | global batch size: 256 | lm loss: 3.091208E+00 | grad norm: 0.252 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.465 | TFLOPs: 32.28 | 7: iteration 42150/ 60336 | consumed samples: 10790400 | consumed tokens: 22098739200 | elapsed time per iteration (s): 0.37 | learning rate: 5.812E-05 | global batch size: 256 | lm loss: 3.086763E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.656 | TFLOPs: 32.42 | 7: iteration 42160/ 60336 | consumed samples: 10792960 | consumed tokens: 22103982080 | elapsed time per iteration (s): 0.37 | learning rate: 5.809E-05 | global batch size: 256 | lm loss: 3.098229E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.522 | TFLOPs: 32.42 | 7: iteration 42170/ 60336 | consumed samples: 10795520 | consumed tokens: 22109224960 | elapsed time per iteration (s): 0.37 | learning rate: 5.805E-05 | global batch size: 256 | lm loss: 3.101256E+00 | grad norm: 0.253 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.344 | TFLOPs: 32.32 | 7: iteration 42180/ 60336 | consumed samples: 10798080 | consumed tokens: 22114467840 | elapsed time per iteration (s): 0.37 | learning rate: 5.801E-05 | global batch size: 256 | lm loss: 3.080132E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.557 | TFLOPs: 32.33 | 7: iteration 42190/ 60336 | consumed samples: 10800640 | consumed tokens: 22119710720 | elapsed time per iteration (s): 0.37 | learning rate: 5.797E-05 | global batch size: 256 | lm loss: 3.088988E+00 | grad norm: 0.253 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.285 | TFLOPs: 32.41 | 7: iteration 42200/ 60336 | consumed samples: 10803200 | consumed tokens: 22124953600 | elapsed time per iteration (s): 0.37 | learning rate: 5.793E-05 | global batch size: 256 | lm loss: 3.095378E+00 | grad norm: 0.247 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.762 | TFLOPs: 32.29 | 7: iteration 42210/ 60336 | consumed samples: 10805760 | consumed tokens: 22130196480 | elapsed time per iteration (s): 0.37 | learning rate: 5.789E-05 | global batch size: 256 | lm loss: 3.085776E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.558 | TFLOPs: 32.42 | 7: iteration 42220/ 60336 | consumed samples: 10808320 | consumed tokens: 22135439360 | elapsed time per iteration (s): 0.37 | learning rate: 5.785E-05 | global batch size: 256 | lm loss: 3.097190E+00 | grad norm: 0.247 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.408 | TFLOPs: 32.37 | 7: iteration 42230/ 60336 | consumed samples: 10810880 | consumed tokens: 22140682240 | elapsed time per iteration (s): 0.37 | learning rate: 5.782E-05 | global batch size: 256 | lm loss: 3.082714E+00 | grad norm: 0.256 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.534 | TFLOPs: 32.42 | 7: iteration 42240/ 60336 | consumed samples: 10813440 | consumed tokens: 22145925120 | elapsed time per iteration (s): 0.37 | learning rate: 5.778E-05 | global batch size: 256 | lm loss: 3.105243E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.388 | TFLOPs: 32.41 | 7: iteration 42250/ 60336 | consumed samples: 10816000 | consumed tokens: 22151168000 | elapsed time per iteration (s): 0.37 | learning rate: 5.774E-05 | global batch size: 256 | lm loss: 3.097063E+00 | grad norm: 0.245 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.220 | TFLOPs: 32.40 | 7: iteration 42260/ 60336 | consumed samples: 10818560 | consumed tokens: 22156410880 | elapsed time per iteration (s): 0.37 | learning rate: 5.770E-05 | global batch size: 256 | lm loss: 3.088038E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.330 | TFLOPs: 32.41 | 7: iteration 42270/ 60336 | consumed samples: 10821120 | consumed tokens: 22161653760 | elapsed time per iteration (s): 0.37 | learning rate: 5.766E-05 | global batch size: 256 | lm loss: 3.111232E+00 | grad norm: 0.244 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.306 | TFLOPs: 32.41 | 7: iteration 42280/ 60336 | consumed samples: 10823680 | consumed tokens: 22166896640 | elapsed time per iteration (s): 0.37 | learning rate: 5.762E-05 | global batch size: 256 | lm loss: 3.084895E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.593 | TFLOPs: 32.42 | 7: iteration 42290/ 60336 | consumed samples: 10826240 | consumed tokens: 22172139520 | elapsed time per iteration (s): 0.37 | learning rate: 5.758E-05 | global batch size: 256 | lm loss: 3.090019E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.171 | TFLOPs: 32.40 | 7: iteration 42300/ 60336 | consumed samples: 10828800 | consumed tokens: 22177382400 | elapsed time per iteration (s): 0.37 | learning rate: 5.755E-05 | global batch size: 256 | lm loss: 3.093633E+00 | grad norm: 0.255 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.028 | TFLOPs: 32.39 | 7: iteration 42310/ 60336 | consumed samples: 10831360 | consumed tokens: 22182625280 | elapsed time per iteration (s): 0.37 | learning rate: 5.751E-05 | global batch size: 256 | lm loss: 3.084728E+00 | grad norm: 0.252 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.336 | TFLOPs: 32.41 | 7: iteration 42320/ 60336 | consumed samples: 10833920 | consumed tokens: 22187868160 | elapsed time per iteration (s): 0.37 | learning rate: 5.747E-05 | global batch size: 256 | lm loss: 3.093168E+00 | grad norm: 0.244 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.502 | TFLOPs: 32.42 | 7: iteration 42330/ 60336 | consumed samples: 10836480 | consumed tokens: 22193111040 | elapsed time per iteration (s): 0.37 | learning rate: 5.743E-05 | global batch size: 256 | lm loss: 3.094628E+00 | grad norm: 0.270 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.130 | TFLOPs: 32.40 | 7: iteration 42340/ 60336 | consumed samples: 10839040 | consumed tokens: 22198353920 | elapsed time per iteration (s): 0.37 | learning rate: 5.739E-05 | global batch size: 256 | lm loss: 3.104901E+00 | grad norm: 0.255 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.326 | TFLOPs: 32.41 | 7: iteration 42350/ 60336 | consumed samples: 10841600 | consumed tokens: 22203596800 | elapsed time per iteration (s): 0.37 | learning rate: 5.735E-05 | global batch size: 256 | lm loss: 3.087241E+00 | grad norm: 0.255 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.192 | TFLOPs: 32.40 | 7: iteration 42360/ 60336 | consumed samples: 10844160 | consumed tokens: 22208839680 | elapsed time per iteration (s): 0.37 | learning rate: 5.732E-05 | global batch size: 256 | lm loss: 3.092734E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.375 | TFLOPs: 32.41 | 7: iteration 42370/ 60336 | consumed samples: 10846720 | consumed tokens: 22214082560 | elapsed time per iteration (s): 0.37 | learning rate: 5.728E-05 | global batch size: 256 | lm loss: 3.092022E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.946 | TFLOPs: 32.20 | 7: iteration 42380/ 60336 | consumed samples: 10849280 | consumed tokens: 22219325440 | elapsed time per iteration (s): 0.37 | learning rate: 5.724E-05 | global batch size: 256 | lm loss: 3.096177E+00 | grad norm: 0.249 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.017 | TFLOPs: 32.39 | 7: iteration 42390/ 60336 | consumed samples: 10851840 | consumed tokens: 22224568320 | elapsed time per iteration (s): 0.37 | learning rate: 5.720E-05 | global batch size: 256 | lm loss: 3.090012E+00 | grad norm: 0.252 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.250 | TFLOPs: 32.41 | 7: iteration 42400/ 60336 | consumed samples: 10854400 | consumed tokens: 22229811200 | elapsed time per iteration (s): 0.37 | learning rate: 5.716E-05 | global batch size: 256 | lm loss: 3.094860E+00 | grad norm: 0.256 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.180 | TFLOPs: 32.40 | 7: iteration 42410/ 60336 | consumed samples: 10856960 | consumed tokens: 22235054080 | elapsed time per iteration (s): 0.37 | learning rate: 5.712E-05 | global batch size: 256 | lm loss: 3.095577E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.174 | TFLOPs: 32.40 | 7: iteration 42420/ 60336 | consumed samples: 10859520 | consumed tokens: 22240296960 | elapsed time per iteration (s): 0.37 | learning rate: 5.709E-05 | global batch size: 256 | lm loss: 3.094709E+00 | grad norm: 0.246 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.981 | TFLOPs: 32.39 | 7: iteration 42430/ 60336 | consumed samples: 10862080 | consumed tokens: 22245539840 | elapsed time per iteration (s): 0.37 | learning rate: 5.705E-05 | global batch size: 256 | lm loss: 3.089644E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.757 | TFLOPs: 32.38 | 7: iteration 42440/ 60336 | consumed samples: 10864640 | consumed tokens: 22250782720 | elapsed time per iteration (s): 0.37 | learning rate: 5.701E-05 | global batch size: 256 | lm loss: 3.105997E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.363 | TFLOPs: 32.41 | 7: iteration 42450/ 60336 | consumed samples: 10867200 | consumed tokens: 22256025600 | elapsed time per iteration (s): 0.37 | learning rate: 5.697E-05 | global batch size: 256 | lm loss: 3.104499E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.350 | TFLOPs: 32.41 | 7: iteration 42460/ 60336 | consumed samples: 10869760 | consumed tokens: 22261268480 | elapsed time per iteration (s): 0.37 | learning rate: 5.693E-05 | global batch size: 256 | lm loss: 3.086956E+00 | grad norm: 0.245 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.536 | TFLOPs: 32.42 | 7: iteration 42470/ 60336 | consumed samples: 10872320 | consumed tokens: 22266511360 | elapsed time per iteration (s): 0.37 | learning rate: 5.689E-05 | global batch size: 256 | lm loss: 3.101823E+00 | grad norm: 0.260 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.096 | TFLOPs: 32.26 | 7: iteration 42480/ 60336 | consumed samples: 10874880 | consumed tokens: 22271754240 | elapsed time per iteration (s): 0.37 | learning rate: 5.686E-05 | global batch size: 256 | lm loss: 3.098740E+00 | grad norm: 0.249 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.655 | TFLOPs: 32.38 | 7: iteration 42490/ 60336 | consumed samples: 10877440 | consumed tokens: 22276997120 | elapsed time per iteration (s): 0.37 | learning rate: 5.682E-05 | global batch size: 256 | lm loss: 3.086882E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.249 | TFLOPs: 32.40 | 7: iteration 42500/ 60336 | consumed samples: 10880000 | consumed tokens: 22282240000 | elapsed time per iteration (s): 0.37 | learning rate: 5.678E-05 | global batch size: 256 | lm loss: 3.078537E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.784 | TFLOPs: 32.43 | 7: iteration 42510/ 60336 | consumed samples: 10882560 | consumed tokens: 22287482880 | elapsed time per iteration (s): 0.37 | learning rate: 5.674E-05 | global batch size: 256 | lm loss: 3.083932E+00 | grad norm: 0.253 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.380 | TFLOPs: 32.41 | 7: iteration 42520/ 60336 | consumed samples: 10885120 | consumed tokens: 22292725760 | elapsed time per iteration (s): 0.37 | learning rate: 5.670E-05 | global batch size: 256 | lm loss: 3.098475E+00 | grad norm: 0.255 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.297 | TFLOPs: 32.41 | 7: iteration 42530/ 60336 | consumed samples: 10887680 | consumed tokens: 22297968640 | elapsed time per iteration (s): 0.37 | learning rate: 5.666E-05 | global batch size: 256 | lm loss: 3.104563E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.410 | TFLOPs: 32.41 | 7: iteration 42540/ 60336 | consumed samples: 10890240 | consumed tokens: 22303211520 | elapsed time per iteration (s): 0.37 | learning rate: 5.663E-05 | global batch size: 256 | lm loss: 3.091909E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.107 | TFLOPs: 32.40 | 7: iteration 42550/ 60336 | consumed samples: 10892800 | consumed tokens: 22308454400 | elapsed time per iteration (s): 0.37 | learning rate: 5.659E-05 | global batch size: 256 | lm loss: 3.098629E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 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7: iteration 42960/ 60336 | consumed samples: 10997760 | consumed tokens: 22523412480 | elapsed time per iteration (s): 0.37 | learning rate: 5.504E-05 | global batch size: 256 | lm loss: 3.089653E+00 | grad norm: 0.248 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.513 | TFLOPs: 32.42 | 7: iteration 42970/ 60336 | consumed samples: 11000320 | consumed tokens: 22528655360 | elapsed time per iteration (s): 0.37 | learning rate: 5.500E-05 | global batch size: 256 | lm loss: 3.088218E+00 | grad norm: 0.253 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.447 | TFLOPs: 32.41 | 7: iteration 42980/ 60336 | consumed samples: 11002880 | consumed tokens: 22533898240 | elapsed time per iteration (s): 0.37 | learning rate: 5.496E-05 | global batch size: 256 | lm loss: 3.092624E+00 | grad norm: 0.253 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.345 | TFLOPs: 32.41 | 7: iteration 42990/ 60336 | consumed samples: 11005440 | consumed tokens: 22539141120 | elapsed time per iteration (s): 0.37 | learning rate: 5.493E-05 | global batch size: 256 | lm loss: 3.090137E+00 | grad norm: 0.255 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.078 | TFLOPs: 32.40 | 7: iteration 43000/ 60336 | consumed samples: 11008000 | consumed tokens: 22544384000 | elapsed time per iteration (s): 0.37 | learning rate: 5.489E-05 | global batch size: 256 | lm loss: 3.076111E+00 | grad norm: 0.246 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.331 | TFLOPs: 32.41 | 7: ------------------------------------------------------------------------------------------------ 7: validation loss at iteration 43000 | lm loss value: 3.742216E+00 | lm loss PPL: 4.219139E+01 | 7: ------------------------------------------------------------------------------------------------ 0: saving checkpoint at iteration 43000 to checkpoints_146m32b100m 0: [2023-03-16 14:28:24,793] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step43000 is begin to save! 0: [2023-03-16 14:28:24,800] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100m/global_step43000/layer_01-model_00-model_states.pt... 0: [2023-03-16 14:28:24,896] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step43000/layer_01-model_00-model_states.pt. 0: [2023-03-16 14:28:24,896] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100m/global_step43000/layer_03-model_00-model_states.pt... 0: [2023-03-16 14:28:24,913] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step43000/layer_03-model_00-model_states.pt. 0: [2023-03-16 14:28:24,913] [INFO] 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[2023-03-16 14:28:25,221] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step43000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt 0: [2023-03-16 14:28:25,221] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step43000 is ready now! 4: [2023-03-16 14:28:25,224] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step43000/bf16_zero_pp_rank_32_mp_rank_00_optim_states.pt. 4: [2023-03-16 14:28:25,224] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step43000/bf16_zero_pp_rank_37_mp_rank_00_optim_states.pt. 4: [2023-03-16 14:28:25,224] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step43000/bf16_zero_pp_rank_33_mp_rank_00_optim_states.pt. 4: [2023-03-16 14:28:25,224] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved 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[2023-03-16 14:28:25,224] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step43000/bf16_zero_pp_rank_37_mp_rank_00_optim_states.pt 4: [2023-03-16 14:28:25,224] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step43000/bf16_zero_pp_rank_38_mp_rank_00_optim_states.pt 4: [2023-03-16 14:28:25,224] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step43000/bf16_zero_pp_rank_36_mp_rank_00_optim_states.pt 4: [2023-03-16 14:28:25,224] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step43000/bf16_zero_pp_rank_35_mp_rank_00_optim_states.pt 4: [2023-03-16 14:28:25,224] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step43000/bf16_zero_pp_rank_39_mp_rank_00_optim_states.pt 4: [2023-03-16 14:28:25,224] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step43000/bf16_zero_pp_rank_33_mp_rank_00_optim_states.pt 4: [2023-03-16 14:28:25,224] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step43000 is ready now! 4: [2023-03-16 14:28:25,224] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step43000/bf16_zero_pp_rank_34_mp_rank_00_optim_states.pt 4: [2023-03-16 14:28:25,224] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step43000 is ready now! 4: [2023-03-16 14:28:25,224] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step43000 is ready now! 4: [2023-03-16 14:28:25,224] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step43000 is ready now! 4: [2023-03-16 14:28:25,224] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step43000 is ready now! 4: [2023-03-16 14:28:25,224] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step43000 is ready now! 4: [2023-03-16 14:28:25,224] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step43000 is ready now! 4: [2023-03-16 14:28:25,224] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step43000 is ready now! 3: [2023-03-16 14:28:25,275] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step43000/bf16_zero_pp_rank_26_mp_rank_00_optim_states.pt. 3: [2023-03-16 14:28:25,276] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step43000/bf16_zero_pp_rank_26_mp_rank_00_optim_states.pt 3: [2023-03-16 14:28:25,275] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step43000/bf16_zero_pp_rank_27_mp_rank_00_optim_states.pt. 3: [2023-03-16 14:28:25,275] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved 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checkpoints_146m32b100m/global_step43000/bf16_zero_pp_rank_28_mp_rank_00_optim_states.pt 3: [2023-03-16 14:28:25,276] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step43000 is ready now! 3: [2023-03-16 14:28:25,276] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step43000 is ready now! 3: [2023-03-16 14:28:25,276] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step43000/bf16_zero_pp_rank_25_mp_rank_00_optim_states.pt 3: [2023-03-16 14:28:25,276] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step43000 is ready now! 3: [2023-03-16 14:28:25,276] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step43000/bf16_zero_pp_rank_30_mp_rank_00_optim_states.pt 3: [2023-03-16 14:28:25,276] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step43000 is ready now! 3: [2023-03-16 14:28:25,276] 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checkpoints_146m32b100m/global_step43000/bf16_zero_pp_rank_22_mp_rank_00_optim_states.pt. 2: [2023-03-16 14:28:25,288] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step43000/bf16_zero_pp_rank_17_mp_rank_00_optim_states.pt. 2: [2023-03-16 14:28:25,288] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step43000/bf16_zero_pp_rank_19_mp_rank_00_optim_states.pt 2: [2023-03-16 14:28:25,288] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step43000/bf16_zero_pp_rank_16_mp_rank_00_optim_states.pt 2: [2023-03-16 14:28:25,288] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step43000/bf16_zero_pp_rank_21_mp_rank_00_optim_states.pt 2: [2023-03-16 14:28:25,288] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step43000 is ready now! 2: [2023-03-16 14:28:25,288] [INFO] 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checkpoints_146m32b100m/global_step43000/bf16_zero_pp_rank_17_mp_rank_00_optim_states.pt 2: [2023-03-16 14:28:25,288] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step43000 is ready now! 2: [2023-03-16 14:28:25,288] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step43000 is ready now! 2: [2023-03-16 14:28:25,288] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step43000 is ready now! 0: successfully saved checkpoint at iteration 43000 to checkpoints_146m32b100m 7: time (ms) | save-checkpoint: 516.07 7: iteration 43010/ 60336 | consumed samples: 11010560 | consumed tokens: 22549626880 | elapsed time per iteration (s): 0.43 | learning rate: 5.485E-05 | global batch size: 256 | lm loss: 3.099429E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 595.433 | TFLOPs: 27.79 | 7: iteration 43020/ 60336 | consumed samples: 11013120 | consumed tokens: 22554869760 | elapsed time per iteration (s): 0.37 | learning rate: 5.481E-05 | global batch size: 256 | lm loss: 3.095775E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.292 | TFLOPs: 32.41 | 7: iteration 43030/ 60336 | consumed samples: 11015680 | consumed tokens: 22560112640 | elapsed time per iteration (s): 0.37 | learning rate: 5.478E-05 | global batch size: 256 | lm loss: 3.093387E+00 | grad norm: 0.268 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 683.093 | TFLOPs: 31.88 | 7: iteration 43040/ 60336 | consumed samples: 11018240 | consumed tokens: 22565355520 | elapsed time per iteration (s): 0.37 | learning rate: 5.474E-05 | global batch size: 256 | lm loss: 3.088418E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.393 | TFLOPs: 32.27 | 7: iteration 43050/ 60336 | consumed samples: 11020800 | consumed tokens: 22570598400 | elapsed time per iteration (s): 0.37 | learning rate: 5.470E-05 | global batch size: 256 | lm loss: 3.078549E+00 | grad norm: 0.248 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.962 | TFLOPs: 32.25 | 7: iteration 43060/ 60336 | consumed samples: 11023360 | consumed tokens: 22575841280 | elapsed time per iteration (s): 0.37 | learning rate: 5.466E-05 | global batch size: 256 | lm loss: 3.084880E+00 | grad norm: 0.255 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.751 | TFLOPs: 32.43 | 7: iteration 43070/ 60336 | consumed samples: 11025920 | consumed tokens: 22581084160 | elapsed time per iteration (s): 0.37 | learning rate: 5.463E-05 | global batch size: 256 | lm loss: 3.099124E+00 | grad norm: 0.260 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.382 | TFLOPs: 32.41 | 7: iteration 43080/ 60336 | consumed samples: 11028480 | consumed tokens: 22586327040 | elapsed time per iteration (s): 0.37 | learning rate: 5.459E-05 | global batch size: 256 | lm loss: 3.084869E+00 | grad norm: 0.244 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.575 | TFLOPs: 32.42 | 7: iteration 43090/ 60336 | consumed samples: 11031040 | consumed tokens: 22591569920 | elapsed time per iteration (s): 0.37 | learning rate: 5.455E-05 | global batch size: 256 | lm loss: 3.095332E+00 | grad norm: 0.244 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.607 | TFLOPs: 32.28 | 7: iteration 43100/ 60336 | consumed samples: 11033600 | consumed tokens: 22596812800 | elapsed time per iteration (s): 0.37 | learning rate: 5.452E-05 | global batch size: 256 | lm loss: 3.093253E+00 | grad norm: 0.252 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.410 | TFLOPs: 32.41 | 7: iteration 43110/ 60336 | consumed samples: 11036160 | consumed tokens: 22602055680 | elapsed time per iteration (s): 0.37 | learning rate: 5.448E-05 | global batch size: 256 | lm loss: 3.094648E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.867 | TFLOPs: 32.43 | 7: iteration 43120/ 60336 | consumed samples: 11038720 | consumed tokens: 22607298560 | elapsed time per iteration (s): 0.37 | learning rate: 5.444E-05 | global batch size: 256 | lm loss: 3.102071E+00 | grad norm: 0.250 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.801 | TFLOPs: 32.43 | 7: iteration 43130/ 60336 | consumed samples: 11041280 | consumed tokens: 22612541440 | elapsed time per iteration (s): 0.37 | learning rate: 5.440E-05 | global batch size: 256 | lm loss: 3.084025E+00 | grad norm: 0.253 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.314 | TFLOPs: 32.41 | 7: iteration 43140/ 60336 | consumed samples: 11043840 | consumed tokens: 22617784320 | elapsed time per iteration (s): 0.37 | learning rate: 5.437E-05 | global batch size: 256 | lm loss: 3.097344E+00 | grad norm: 0.255 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.923 | TFLOPs: 32.39 | 7: iteration 43150/ 60336 | consumed samples: 11046400 | consumed tokens: 22623027200 | elapsed time per iteration (s): 0.37 | learning rate: 5.433E-05 | global batch size: 256 | lm loss: 3.090290E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.512 | TFLOPs: 32.42 | 7: iteration 43160/ 60336 | consumed samples: 11048960 | consumed tokens: 22628270080 | elapsed time per iteration (s): 0.37 | learning rate: 5.429E-05 | global batch size: 256 | lm loss: 3.086965E+00 | grad norm: 0.271 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.530 | TFLOPs: 32.42 | 7: iteration 43170/ 60336 | consumed samples: 11051520 | consumed tokens: 22633512960 | elapsed time per iteration (s): 0.37 | learning rate: 5.426E-05 | global batch size: 256 | lm loss: 3.096270E+00 | grad norm: 0.245 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.711 | TFLOPs: 32.43 | 7: iteration 43180/ 60336 | consumed samples: 11054080 | consumed tokens: 22638755840 | elapsed time per iteration (s): 0.37 | learning rate: 5.422E-05 | global batch size: 256 | lm loss: 3.111740E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.525 | TFLOPs: 32.42 | 7: iteration 43190/ 60336 | consumed samples: 11056640 | consumed tokens: 22643998720 | elapsed time per iteration (s): 0.37 | 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| TFLOPs: 32.36 | 7: iteration 43280/ 60336 | consumed samples: 11079680 | consumed tokens: 22691184640 | elapsed time per iteration (s): 0.37 | learning rate: 5.385E-05 | global batch size: 256 | lm loss: 3.106917E+00 | grad norm: 0.249 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.577 | TFLOPs: 32.37 | 7: iteration 43290/ 60336 | consumed samples: 11082240 | consumed tokens: 22696427520 | elapsed time per iteration (s): 0.37 | learning rate: 5.381E-05 | global batch size: 256 | lm loss: 3.085173E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.338 | TFLOPs: 32.36 | 7: iteration 43300/ 60336 | consumed samples: 11084800 | consumed tokens: 22701670400 | elapsed time per iteration (s): 0.37 | learning rate: 5.377E-05 | global batch size: 256 | lm loss: 3.107882E+00 | grad norm: 0.245 | num zeros: 0.0 | number of skipped iterations: 0 | number of 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3.090347E+00 | grad norm: 0.263 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.514 | TFLOPs: 32.37 | 7: iteration 43370/ 60336 | consumed samples: 11102720 | consumed tokens: 22738370560 | elapsed time per iteration (s): 0.37 | learning rate: 5.352E-05 | global batch size: 256 | lm loss: 3.082299E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.539 | TFLOPs: 32.37 | 7: iteration 43380/ 60336 | consumed samples: 11105280 | consumed tokens: 22743613440 | elapsed time per iteration (s): 0.37 | learning rate: 5.348E-05 | global batch size: 256 | lm loss: 3.095518E+00 | grad norm: 0.244 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.707 | TFLOPs: 32.38 | 7: iteration 43390/ 60336 | consumed samples: 11107840 | consumed tokens: 22748856320 | elapsed time per iteration (s): 0.37 | learning rate: 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7: iteration 43480/ 60336 | consumed samples: 11130880 | consumed tokens: 22796042240 | elapsed time per iteration (s): 0.37 | learning rate: 5.311E-05 | global batch size: 256 | lm loss: 3.089280E+00 | grad norm: 0.247 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.467 | TFLOPs: 32.37 | 7: iteration 43490/ 60336 | consumed samples: 11133440 | consumed tokens: 22801285120 | elapsed time per iteration (s): 0.37 | learning rate: 5.307E-05 | global batch size: 256 | lm loss: 3.097220E+00 | grad norm: 0.248 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.355 | TFLOPs: 32.36 | 7: iteration 43500/ 60336 | consumed samples: 11136000 | consumed tokens: 22806528000 | elapsed time per iteration (s): 0.37 | learning rate: 5.304E-05 | global batch size: 256 | lm loss: 3.079592E+00 | grad norm: 0.248 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | 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iterations: 0 | number of nan iterations: 0 | samples per second: 693.903 | TFLOPs: 32.39 | 7: iteration 43540/ 60336 | consumed samples: 11146240 | consumed tokens: 22827499520 | elapsed time per iteration (s): 0.37 | learning rate: 5.289E-05 | global batch size: 256 | lm loss: 3.089446E+00 | grad norm: 0.260 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.795 | TFLOPs: 32.38 | 7: iteration 43550/ 60336 | consumed samples: 11148800 | consumed tokens: 22832742400 | elapsed time per iteration (s): 0.40 | learning rate: 5.285E-05 | global batch size: 256 | lm loss: 3.105782E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 633.657 | TFLOPs: 29.58 | 7: iteration 43560/ 60336 | consumed samples: 11151360 | consumed tokens: 22837985280 | elapsed time per iteration (s): 0.37 | learning rate: 5.282E-05 | global batch size: 256 | lm loss: 3.082393E+00 | grad norm: 0.247 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.511 | TFLOPs: 32.28 | 7: iteration 43570/ 60336 | consumed samples: 11153920 | consumed tokens: 22843228160 | elapsed time per iteration (s): 0.37 | learning rate: 5.278E-05 | global batch size: 256 | lm loss: 3.081531E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.614 | TFLOPs: 32.42 | 7: iteration 43580/ 60336 | consumed samples: 11156480 | consumed tokens: 22848471040 | elapsed time per iteration (s): 0.37 | learning rate: 5.274E-05 | global batch size: 256 | lm loss: 3.083120E+00 | grad norm: 0.256 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.449 | TFLOPs: 32.41 | 7: iteration 43590/ 60336 | consumed samples: 11159040 | consumed tokens: 22853713920 | elapsed time per iteration (s): 0.37 | learning rate: 5.271E-05 | global 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694.373 | TFLOPs: 32.41 | 7: iteration 43710/ 60336 | consumed samples: 11189760 | consumed tokens: 22916628480 | elapsed time per iteration (s): 0.37 | learning rate: 5.227E-05 | global batch size: 256 | lm loss: 3.088088E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.748 | TFLOPs: 32.43 | 7: iteration 43720/ 60336 | consumed samples: 11192320 | consumed tokens: 22921871360 | elapsed time per iteration (s): 0.37 | learning rate: 5.223E-05 | global batch size: 256 | lm loss: 3.099731E+00 | grad norm: 0.256 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.801 | TFLOPs: 32.43 | 7: iteration 43730/ 60336 | consumed samples: 11194880 | consumed tokens: 22927114240 | elapsed time per iteration (s): 0.37 | learning rate: 5.220E-05 | global batch size: 256 | lm loss: 3.086396E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations: 0 | 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lm loss: 3.098997E+00 | grad norm: 0.253 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.043 | TFLOPs: 32.40 | 7: iteration 43800/ 60336 | consumed samples: 11212800 | consumed tokens: 22963814400 | elapsed time per iteration (s): 0.37 | learning rate: 5.195E-05 | global batch size: 256 | lm loss: 3.096256E+00 | grad norm: 0.256 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.509 | TFLOPs: 32.37 | 7: iteration 43810/ 60336 | consumed samples: 11215360 | consumed tokens: 22969057280 | elapsed time per iteration (s): 0.37 | learning rate: 5.191E-05 | global batch size: 256 | lm loss: 3.088754E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.588 | TFLOPs: 32.37 | 7: iteration 43820/ 60336 | consumed samples: 11217920 | consumed tokens: 22974300160 | elapsed time per iteration (s): 0.37 | learning rate: 5.187E-05 | global batch size: 256 | lm loss: 3.087377E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.735 | TFLOPs: 32.38 | 7: iteration 43830/ 60336 | consumed samples: 11220480 | consumed tokens: 22979543040 | elapsed time per iteration (s): 0.37 | learning rate: 5.184E-05 | global batch size: 256 | lm loss: 3.077328E+00 | grad norm: 0.244 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.758 | TFLOPs: 32.38 | 7: iteration 43840/ 60336 | consumed samples: 11223040 | consumed tokens: 22984785920 | elapsed time per iteration (s): 0.37 | learning rate: 5.180E-05 | global batch size: 256 | lm loss: 3.095401E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.564 | TFLOPs: 32.37 | 7: iteration 43850/ 60336 | consumed samples: 11225600 | consumed tokens: 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consumed samples: 11233280 | consumed tokens: 23005757440 | elapsed time per iteration (s): 0.37 | learning rate: 5.166E-05 | global batch size: 256 | lm loss: 3.084577E+00 | grad norm: 0.246 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.984 | TFLOPs: 32.39 | 7: iteration 43890/ 60336 | consumed samples: 11235840 | consumed tokens: 23011000320 | elapsed time per iteration (s): 0.37 | learning rate: 5.162E-05 | global batch size: 256 | lm loss: 3.089803E+00 | grad norm: 0.248 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.845 | TFLOPs: 32.39 | 7: iteration 43900/ 60336 | consumed samples: 11238400 | consumed tokens: 23016243200 | elapsed time per iteration (s): 0.37 | learning rate: 5.158E-05 | global batch size: 256 | lm loss: 3.084745E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.694 | TFLOPs: 32.38 | 7: iteration 43910/ 60336 | consumed samples: 11240960 | consumed tokens: 23021486080 | elapsed time per iteration (s): 0.37 | learning rate: 5.155E-05 | global batch size: 256 | lm loss: 3.093175E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.865 | TFLOPs: 32.39 | 7: iteration 43920/ 60336 | consumed samples: 11243520 | consumed tokens: 23026728960 | elapsed time per iteration (s): 0.37 | learning rate: 5.151E-05 | global batch size: 256 | lm loss: 3.091552E+00 | grad norm: 0.250 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.164 | TFLOPs: 32.40 | 7: iteration 43930/ 60336 | consumed samples: 11246080 | consumed tokens: 23031971840 | elapsed time per iteration (s): 0.37 | learning rate: 5.148E-05 | global batch size: 256 | lm loss: 3.087118E+00 | grad norm: 0.245 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.861 | TFLOPs: 32.39 | 7: iteration 43940/ 60336 | consumed samples: 11248640 | consumed tokens: 23037214720 | elapsed time per iteration (s): 0.37 | learning rate: 5.144E-05 | global batch size: 256 | lm loss: 3.083475E+00 | grad norm: 0.252 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.862 | TFLOPs: 32.39 | 7: iteration 43950/ 60336 | consumed samples: 11251200 | consumed tokens: 23042457600 | elapsed time per iteration (s): 0.37 | learning rate: 5.140E-05 | global batch size: 256 | lm loss: 3.094013E+00 | grad norm: 0.245 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.909 | TFLOPs: 32.39 | 7: iteration 43960/ 60336 | consumed samples: 11253760 | consumed tokens: 23047700480 | elapsed time per iteration (s): 0.37 | learning rate: 5.137E-05 | global batch size: 256 | lm loss: 3.088824E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.585 | TFLOPs: 32.37 | 7: iteration 43970/ 60336 | consumed samples: 11256320 | consumed tokens: 23052943360 | elapsed time per iteration (s): 0.37 | learning rate: 5.133E-05 | global batch size: 256 | lm loss: 3.084201E+00 | grad norm: 0.249 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.900 | TFLOPs: 32.39 | 7: iteration 43980/ 60336 | consumed samples: 11258880 | consumed tokens: 23058186240 | elapsed time per iteration (s): 0.37 | learning rate: 5.130E-05 | global batch size: 256 | lm loss: 3.094063E+00 | grad norm: 0.248 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.814 | TFLOPs: 32.43 | 7: iteration 43990/ 60336 | consumed samples: 11261440 | consumed tokens: 23063429120 | elapsed time per iteration (s): 0.37 | learning rate: 5.126E-05 | global batch size: 256 | lm loss: 3.084339E+00 | grad norm: 0.256 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.338 | TFLOPs: 32.41 | 0: [2023-03-16 14:34:34,701] [INFO] [logging.py:68:log_dist] [Rank 0] step=44000, skipped=0, lr=[5.122487494352964e-05, 5.122487494352964e-05, 5.122487494352964e-05], mom=[(0.9, 0.999), (0.9, 0.999), (0.9, 0.999)] 7: iteration 44000/ 60336 | consumed samples: 11264000 | consumed tokens: 23068672000 | elapsed time per iteration (s): 0.37 | learning rate: 5.122E-05 | global batch size: 256 | lm loss: 3.079390E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.500 | TFLOPs: 32.42 | 0: steps: 44000 loss: 3.1129 iter time (s): 0.368 samples/sec: 696.042 7: ------------------------------------------------------------------------------------------------ 7: validation loss at iteration 44000 | lm loss value: 3.824914E+00 | lm loss PPL: 4.582888E+01 | 7: ------------------------------------------------------------------------------------------------ 0: saving checkpoint at iteration 44000 to checkpoints_146m32b100m 0: [2023-03-16 14:34:34,825] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step44000 is begin to save! 0: [2023-03-16 14:34:34,829] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100m/global_step44000/layer_01-model_00-model_states.pt... 0: [2023-03-16 14:34:34,928] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step44000/layer_01-model_00-model_states.pt. 0: [2023-03-16 14:34:34,929] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100m/global_step44000/layer_03-model_00-model_states.pt... 0: [2023-03-16 14:34:34,945] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step44000/layer_03-model_00-model_states.pt. 0: [2023-03-16 14:34:34,945] [INFO] 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[torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step44000 is ready now! 1: [2023-03-16 14:34:35,247] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step44000/bf16_zero_pp_rank_12_mp_rank_00_optim_states.pt. 1: [2023-03-16 14:34:35,247] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step44000/bf16_zero_pp_rank_9_mp_rank_00_optim_states.pt. 1: [2023-03-16 14:34:35,247] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step44000/bf16_zero_pp_rank_15_mp_rank_00_optim_states.pt. 1: [2023-03-16 14:34:35,247] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step44000/bf16_zero_pp_rank_8_mp_rank_00_optim_states.pt. 1: [2023-03-16 14:34:35,247] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step44000/bf16_zero_pp_rank_14_mp_rank_00_optim_states.pt. 1: [2023-03-16 14:34:35,247] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step44000/bf16_zero_pp_rank_11_mp_rank_00_optim_states.pt. 1: [2023-03-16 14:34:35,247] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step44000/bf16_zero_pp_rank_13_mp_rank_00_optim_states.pt. 1: [2023-03-16 14:34:35,247] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step44000/bf16_zero_pp_rank_9_mp_rank_00_optim_states.pt 1: [2023-03-16 14:34:35,247] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step44000/bf16_zero_pp_rank_12_mp_rank_00_optim_states.pt 1: [2023-03-16 14:34:35,247] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step44000/bf16_zero_pp_rank_15_mp_rank_00_optim_states.pt 1: [2023-03-16 14:34:35,247] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step44000/bf16_zero_pp_rank_14_mp_rank_00_optim_states.pt 1: [2023-03-16 14:34:35,247] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step44000/bf16_zero_pp_rank_8_mp_rank_00_optim_states.pt 1: [2023-03-16 14:34:35,247] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step44000/bf16_zero_pp_rank_11_mp_rank_00_optim_states.pt 1: [2023-03-16 14:34:35,247] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step44000/bf16_zero_pp_rank_13_mp_rank_00_optim_states.pt 1: [2023-03-16 14:34:35,247] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step44000 is ready now! 1: [2023-03-16 14:34:35,247] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step44000 is ready now! 1: [2023-03-16 14:34:35,247] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step44000 is ready now! 1: [2023-03-16 14:34:35,247] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step44000 is ready now! 1: [2023-03-16 14:34:35,247] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step44000 is ready now! 1: [2023-03-16 14:34:35,247] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step44000 is ready now! 1: [2023-03-16 14:34:35,247] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step44000 is ready now! 0: [2023-03-16 14:34:35,252] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step44000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt 0: [2023-03-16 14:34:35,252] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step44000 is ready now! 1: [2023-03-16 14:34:35,266] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step44000/bf16_zero_pp_rank_10_mp_rank_00_optim_states.pt. 1: [2023-03-16 14:34:35,266] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step44000/bf16_zero_pp_rank_10_mp_rank_00_optim_states.pt 1: [2023-03-16 14:34:35,266] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step44000 is ready now! 0: successfully saved checkpoint at iteration 44000 to checkpoints_146m32b100m 7: time (ms) | save-checkpoint: 447.76 7: iteration 44010/ 60336 | consumed samples: 11266560 | consumed tokens: 23073914880 | elapsed time per iteration (s): 0.42 | learning rate: 5.119E-05 | global batch size: 256 | lm loss: 3.097595E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 602.462 | TFLOPs: 28.12 | 7: iteration 44020/ 60336 | consumed samples: 11269120 | consumed tokens: 23079157760 | elapsed time per iteration (s): 0.37 | learning rate: 5.115E-05 | global batch size: 256 | lm loss: 3.081605E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.452 | TFLOPs: 32.37 | 7: iteration 44030/ 60336 | consumed samples: 11271680 | consumed tokens: 23084400640 | elapsed time per iteration (s): 0.37 | learning rate: 5.112E-05 | global batch size: 256 | lm loss: 3.079087E+00 | grad norm: 0.250 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.697 | TFLOPs: 32.38 | 7: iteration 44040/ 60336 | consumed samples: 11274240 | consumed tokens: 23089643520 | elapsed time per iteration (s): 0.37 | learning rate: 5.108E-05 | global batch size: 256 | lm loss: 3.083253E+00 | grad norm: 0.255 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.774 | TFLOPs: 32.38 | 7: iteration 44050/ 60336 | consumed samples: 11276800 | consumed tokens: 23094886400 | elapsed time per iteration (s): 0.37 | learning rate: 5.105E-05 | global batch size: 256 | lm loss: 3.076881E+00 | grad norm: 0.253 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.844 | TFLOPs: 32.39 | 7: iteration 44060/ 60336 | consumed samples: 11279360 | consumed tokens: 23100129280 | elapsed time per iteration (s): 0.37 | learning rate: 5.101E-05 | global batch size: 256 | lm loss: 3.079563E+00 | grad norm: 0.245 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.315 | TFLOPs: 32.41 | 7: iteration 44070/ 60336 | consumed samples: 11281920 | consumed tokens: 23105372160 | elapsed time per iteration (s): 0.37 | learning rate: 5.097E-05 | global batch size: 256 | lm loss: 3.088466E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.929 | TFLOPs: 32.39 | 7: iteration 44080/ 60336 | consumed samples: 11284480 | consumed tokens: 23110615040 | elapsed time per iteration (s): 0.37 | learning rate: 5.094E-05 | global batch size: 256 | lm loss: 3.105174E+00 | grad norm: 0.244 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.117 | TFLOPs: 32.40 | 7: iteration 44090/ 60336 | consumed samples: 11287040 | consumed tokens: 23115857920 | elapsed time per iteration (s): 0.37 | learning rate: 5.090E-05 | global batch size: 256 | lm loss: 3.078706E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.489 | TFLOPs: 32.42 | 7: iteration 44100/ 60336 | consumed samples: 11289600 | consumed tokens: 23121100800 | elapsed time per iteration (s): 0.37 | learning rate: 5.087E-05 | global batch size: 256 | lm loss: 3.088692E+00 | grad norm: 0.249 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.536 | TFLOPs: 32.42 | 7: iteration 44110/ 60336 | consumed samples: 11292160 | consumed tokens: 23126343680 | elapsed time per iteration (s): 0.37 | learning rate: 5.083E-05 | global batch size: 256 | lm loss: 3.075191E+00 | grad norm: 0.249 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.394 | TFLOPs: 32.41 | 7: iteration 44120/ 60336 | consumed samples: 11294720 | consumed tokens: 23131586560 | elapsed time per iteration (s): 0.37 | learning rate: 5.080E-05 | global batch size: 256 | lm loss: 3.082695E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.349 | TFLOPs: 32.41 | 7: iteration 44130/ 60336 | consumed samples: 11297280 | consumed tokens: 23136829440 | elapsed time per iteration (s): 0.37 | learning rate: 5.076E-05 | global batch size: 256 | lm loss: 3.092486E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.950 | TFLOPs: 32.39 | 7: iteration 44140/ 60336 | consumed samples: 11299840 | consumed tokens: 23142072320 | elapsed time per iteration (s): 0.37 | learning rate: 5.072E-05 | global batch size: 256 | lm loss: 3.080927E+00 | grad norm: 0.250 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.866 | TFLOPs: 32.39 | 7: iteration 44150/ 60336 | consumed samples: 11302400 | consumed tokens: 23147315200 | elapsed time per iteration (s): 0.37 | learning rate: 5.069E-05 | global batch size: 256 | lm loss: 3.096226E+00 | grad norm: 0.250 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.595 | TFLOPs: 32.37 | 7: iteration 44160/ 60336 | consumed samples: 11304960 | consumed tokens: 23152558080 | elapsed time per iteration (s): 0.37 | learning rate: 5.065E-05 | global batch size: 256 | lm loss: 3.081419E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.525 | TFLOPs: 32.37 | 7: iteration 44170/ 60336 | consumed samples: 11307520 | consumed tokens: 23157800960 | elapsed time per iteration (s): 0.37 | learning rate: 5.062E-05 | global batch size: 256 | lm loss: 3.099271E+00 | grad norm: 0.253 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.404 | TFLOPs: 32.37 | 7: iteration 44180/ 60336 | consumed samples: 11310080 | consumed tokens: 23163043840 | elapsed time per iteration (s): 0.37 | learning rate: 5.058E-05 | global batch size: 256 | lm loss: 3.081057E+00 | grad norm: 0.253 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.253 | TFLOPs: 32.17 | 7: iteration 44190/ 60336 | consumed samples: 11312640 | consumed tokens: 23168286720 | elapsed time per iteration (s): 0.37 | learning rate: 5.055E-05 | global batch size: 256 | lm loss: 3.097950E+00 | grad norm: 0.261 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.443 | TFLOPs: 32.37 | 7: iteration 44200/ 60336 | consumed samples: 11315200 | consumed tokens: 23173529600 | elapsed time per iteration (s): 0.37 | learning rate: 5.051E-05 | global batch size: 256 | lm loss: 3.079876E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.679 | TFLOPs: 32.38 | 7: iteration 44210/ 60336 | consumed samples: 11317760 | consumed tokens: 23178772480 | elapsed time per iteration (s): 0.37 | learning rate: 5.048E-05 | global batch size: 256 | lm loss: 3.076770E+00 | grad norm: 0.263 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.592 | TFLOPs: 32.37 | 7: iteration 44220/ 60336 | consumed samples: 11320320 | consumed tokens: 23184015360 | elapsed time per iteration (s): 0.37 | learning rate: 5.044E-05 | global batch size: 256 | lm loss: 3.094316E+00 | grad norm: 0.256 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.552 | TFLOPs: 32.37 | 7: iteration 44230/ 60336 | consumed samples: 11322880 | consumed tokens: 23189258240 | elapsed time per iteration (s): 0.37 | learning rate: 5.040E-05 | global batch size: 256 | lm loss: 3.093428E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.600 | TFLOPs: 32.37 | 7: iteration 44240/ 60336 | consumed samples: 11325440 | consumed tokens: 23194501120 | elapsed time per iteration (s): 0.37 | learning rate: 5.037E-05 | global batch size: 256 | lm loss: 3.084606E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.385 | TFLOPs: 32.36 | 7: iteration 44250/ 60336 | consumed samples: 11328000 | consumed tokens: 23199744000 | elapsed time per iteration (s): 0.37 | learning rate: 5.033E-05 | global batch size: 256 | lm loss: 3.084788E+00 | grad norm: 0.244 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.337 | TFLOPs: 32.36 | 7: iteration 44260/ 60336 | consumed samples: 11330560 | consumed tokens: 23204986880 | elapsed time per iteration (s): 0.37 | learning rate: 5.030E-05 | global batch size: 256 | lm loss: 3.089646E+00 | grad norm: 0.250 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.389 | TFLOPs: 32.36 | 7: iteration 44270/ 60336 | consumed samples: 11333120 | consumed tokens: 23210229760 | elapsed time per iteration (s): 0.37 | learning rate: 5.026E-05 | global batch size: 256 | lm loss: 3.089009E+00 | grad norm: 0.247 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.396 | TFLOPs: 32.37 | 7: iteration 44280/ 60336 | consumed samples: 11335680 | consumed tokens: 23215472640 | elapsed time per iteration (s): 0.37 | learning rate: 5.023E-05 | global batch size: 256 | lm loss: 3.076904E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.288 | TFLOPs: 32.36 | 7: iteration 44290/ 60336 | consumed samples: 11338240 | consumed tokens: 23220715520 | elapsed time per iteration (s): 0.37 | learning rate: 5.019E-05 | global batch size: 256 | lm loss: 3.080101E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.464 | TFLOPs: 32.37 | 7: iteration 44300/ 60336 | consumed samples: 11340800 | consumed tokens: 23225958400 | elapsed time per iteration (s): 0.37 | learning rate: 5.016E-05 | global batch size: 256 | lm loss: 3.096797E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.018 | TFLOPs: 32.35 | 7: iteration 44310/ 60336 | consumed samples: 11343360 | consumed tokens: 23231201280 | elapsed time per iteration (s): 0.37 | learning rate: 5.012E-05 | global batch size: 256 | lm loss: 3.084537E+00 | grad norm: 0.252 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.127 | TFLOPs: 32.35 | 7: iteration 44320/ 60336 | consumed samples: 11345920 | consumed tokens: 23236444160 | elapsed time per iteration (s): 0.37 | learning rate: 5.009E-05 | global batch size: 256 | lm loss: 3.092906E+00 | grad norm: 0.249 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.943 | TFLOPs: 32.34 | 7: iteration 44330/ 60336 | consumed samples: 11348480 | consumed tokens: 23241687040 | elapsed time per iteration (s): 0.37 | learning rate: 5.005E-05 | global batch size: 256 | lm loss: 3.090503E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.784 | TFLOPs: 32.34 | 7: iteration 44340/ 60336 | consumed samples: 11351040 | consumed tokens: 23246929920 | elapsed time per iteration (s): 0.37 | learning rate: 5.002E-05 | global batch size: 256 | lm loss: 3.089741E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.231 | TFLOPs: 32.36 | 7: iteration 44350/ 60336 | consumed samples: 11353600 | consumed tokens: 23252172800 | elapsed time per iteration (s): 0.37 | learning rate: 4.998E-05 | global batch size: 256 | lm loss: 3.099428E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.279 | TFLOPs: 32.36 | 7: iteration 44360/ 60336 | consumed samples: 11356160 | consumed tokens: 23257415680 | elapsed time per iteration (s): 0.37 | learning rate: 4.994E-05 | global batch size: 256 | lm loss: 3.081337E+00 | grad norm: 0.255 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.231 | TFLOPs: 32.36 | 7: iteration 44370/ 60336 | consumed samples: 11358720 | consumed tokens: 23262658560 | elapsed time per iteration (s): 0.37 | learning rate: 4.991E-05 | global batch size: 256 | lm loss: 3.078322E+00 | grad norm: 0.249 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.819 | TFLOPs: 32.34 | 7: iteration 44380/ 60336 | consumed samples: 11361280 | consumed tokens: 23267901440 | elapsed time per iteration (s): 0.37 | learning rate: 4.987E-05 | global batch size: 256 | lm loss: 3.087835E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.880 | TFLOPs: 32.34 | 7: iteration 44390/ 60336 | consumed samples: 11363840 | consumed tokens: 23273144320 | elapsed time per iteration (s): 0.37 | learning rate: 4.984E-05 | global batch size: 256 | lm loss: 3.076004E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.885 | TFLOPs: 32.34 | 7: iteration 44400/ 60336 | consumed samples: 11366400 | consumed tokens: 23278387200 | elapsed time per iteration (s): 0.37 | learning rate: 4.980E-05 | global batch size: 256 | lm loss: 3.085703E+00 | grad norm: 0.255 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.093 | TFLOPs: 32.35 | 7: iteration 44410/ 60336 | consumed samples: 11368960 | consumed tokens: 23283630080 | elapsed time per iteration (s): 0.37 | learning rate: 4.977E-05 | global batch size: 256 | lm loss: 3.071729E+00 | grad norm: 0.248 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.539 | TFLOPs: 32.33 | 7: iteration 44420/ 60336 | consumed samples: 11371520 | consumed tokens: 23288872960 | elapsed time per iteration (s): 0.37 | learning rate: 4.973E-05 | global batch size: 256 | lm loss: 3.083097E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.980 | TFLOPs: 32.35 | 7: iteration 44430/ 60336 | consumed samples: 11374080 | consumed tokens: 23294115840 | elapsed time per iteration (s): 0.37 | learning rate: 4.970E-05 | global batch size: 256 | lm loss: 3.094723E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 685.954 | TFLOPs: 32.02 | 7: iteration 44440/ 60336 | consumed samples: 11376640 | consumed tokens: 23299358720 | elapsed time per iteration (s): 0.37 | learning rate: 4.966E-05 | global batch size: 256 | lm loss: 3.093357E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.630 | TFLOPs: 32.33 | 7: iteration 44450/ 60336 | consumed samples: 11379200 | consumed tokens: 23304601600 | elapsed time per iteration (s): 0.37 | learning rate: 4.963E-05 | global batch size: 256 | lm loss: 3.089652E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.123 | TFLOPs: 32.21 | 7: iteration 44460/ 60336 | consumed samples: 11381760 | consumed tokens: 23309844480 | elapsed time per iteration (s): 0.37 | learning rate: 4.959E-05 | global batch size: 256 | lm loss: 3.081371E+00 | grad norm: 0.245 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.472 | TFLOPs: 32.32 | 7: iteration 44470/ 60336 | consumed samples: 11384320 | consumed tokens: 23315087360 | elapsed time per iteration (s): 0.37 | learning rate: 4.956E-05 | global batch size: 256 | lm loss: 3.085875E+00 | grad norm: 0.253 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 683.614 | TFLOPs: 31.91 | 7: iteration 44480/ 60336 | consumed samples: 11386880 | consumed tokens: 23320330240 | elapsed time per iteration (s): 0.37 | learning rate: 4.952E-05 | global batch size: 256 | lm loss: 3.089470E+00 | grad norm: 0.247 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.573 | TFLOPs: 32.37 | 7: iteration 44490/ 60336 | consumed samples: 11389440 | consumed tokens: 23325573120 | elapsed time per iteration (s): 0.37 | learning rate: 4.949E-05 | global batch size: 256 | lm loss: 3.094087E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.629 | TFLOPs: 32.19 | 7: iteration 44500/ 60336 | consumed samples: 11392000 | consumed tokens: 23330816000 | elapsed time per iteration (s): 0.37 | learning rate: 4.945E-05 | global batch size: 256 | lm loss: 3.090208E+00 | grad norm: 0.244 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.008 | TFLOPs: 32.35 | 7: iteration 44510/ 60336 | consumed samples: 11394560 | consumed tokens: 23336058880 | elapsed time per iteration (s): 0.37 | learning rate: 4.942E-05 | global batch size: 256 | lm loss: 3.080867E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.108 | TFLOPs: 32.35 | 7: iteration 44520/ 60336 | consumed samples: 11397120 | consumed tokens: 23341301760 | elapsed time per iteration (s): 0.37 | learning rate: 4.938E-05 | global batch size: 256 | lm loss: 3.091807E+00 | grad norm: 0.250 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.723 | TFLOPs: 32.33 | 7: iteration 44530/ 60336 | consumed samples: 11399680 | consumed tokens: 23346544640 | elapsed time per iteration (s): 0.38 | learning rate: 4.935E-05 | global batch size: 256 | lm loss: 3.080254E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 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iterations: 0 | number of nan iterations: 0 | samples per second: 693.164 | TFLOPs: 32.35 | 7: iteration 45000/ 60336 | consumed samples: 11520000 | consumed tokens: 23592960000 | elapsed time per iteration (s): 0.37 | learning rate: 4.772E-05 | global batch size: 256 | lm loss: 3.104453E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.908 | TFLOPs: 32.34 | 7: ------------------------------------------------------------------------------------------------ 7: validation loss at iteration 45000 | lm loss value: 3.774162E+00 | lm loss PPL: 4.356099E+01 | 7: ------------------------------------------------------------------------------------------------ 0: saving checkpoint at iteration 45000 to checkpoints_146m32b100m 0: [2023-03-16 14:40:45,161] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step45000 is begin to save! 0: [2023-03-16 14:40:45,165] [INFO] 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[2023-03-16 14:40:45,546] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step45000/bf16_zero_pp_rank_35_mp_rank_00_optim_states.pt. 0: [2023-03-16 14:40:45,546] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step45000/bf16_zero_pp_rank_1_mp_rank_00_optim_states.pt. 4: [2023-03-16 14:40:45,546] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step45000/bf16_zero_pp_rank_35_mp_rank_00_optim_states.pt 0: [2023-03-16 14:40:45,546] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step45000/bf16_zero_pp_rank_1_mp_rank_00_optim_states.pt 4: [2023-03-16 14:40:45,546] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step45000 is ready now! 0: [2023-03-16 14:40:45,546] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step45000 is ready now! 3: [2023-03-16 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[INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step45000/bf16_zero_pp_rank_15_mp_rank_00_optim_states.pt. 1: [2023-03-16 14:40:45,548] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step45000/bf16_zero_pp_rank_15_mp_rank_00_optim_states.pt 1: [2023-03-16 14:40:45,548] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step45000 is ready now! 3: [2023-03-16 14:40:45,549] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step45000/bf16_zero_pp_rank_31_mp_rank_00_optim_states.pt. 6: [2023-03-16 14:40:45,549] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step45000/bf16_zero_pp_rank_51_mp_rank_00_optim_states.pt. 3: [2023-03-16 14:40:45,549] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved 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checkpoints_146m32b100m/global_step45000/bf16_zero_pp_rank_63_mp_rank_00_optim_states.pt 7: [2023-03-16 14:40:45,558] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step45000/bf16_zero_pp_rank_56_mp_rank_00_optim_states.pt 7: [2023-03-16 14:40:45,558] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step45000 is ready now! 7: [2023-03-16 14:40:45,558] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step45000 is ready now! 7: [2023-03-16 14:40:45,558] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step45000/bf16_zero_pp_rank_59_mp_rank_00_optim_states.pt. 7: [2023-03-16 14:40:45,558] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step45000/bf16_zero_pp_rank_58_mp_rank_00_optim_states.pt. 7: [2023-03-16 14:40:45,558] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step45000/bf16_zero_pp_rank_59_mp_rank_00_optim_states.pt 7: [2023-03-16 14:40:45,558] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step45000 is ready now! 7: [2023-03-16 14:40:45,558] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step45000/bf16_zero_pp_rank_58_mp_rank_00_optim_states.pt 7: [2023-03-16 14:40:45,558] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step45000/bf16_zero_pp_rank_62_mp_rank_00_optim_states.pt. 7: [2023-03-16 14:40:45,558] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step45000/bf16_zero_pp_rank_60_mp_rank_00_optim_states.pt. 7: [2023-03-16 14:40:45,558] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step45000/bf16_zero_pp_rank_57_mp_rank_00_optim_states.pt. 7: [2023-03-16 14:40:45,558] [INFO] 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save-checkpoint: 426.86 7: iteration 45010/ 60336 | consumed samples: 11522560 | consumed tokens: 23598202880 | elapsed time per iteration (s): 0.42 | learning rate: 4.769E-05 | global batch size: 256 | lm loss: 3.084542E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 608.013 | TFLOPs: 28.38 | 7: iteration 45020/ 60336 | consumed samples: 11525120 | consumed tokens: 23603445760 | elapsed time per iteration (s): 0.37 | learning rate: 4.765E-05 | global batch size: 256 | lm loss: 3.078135E+00 | grad norm: 0.252 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.530 | TFLOPs: 32.37 | 7: iteration 45030/ 60336 | consumed samples: 11527680 | consumed tokens: 23608688640 | elapsed time per iteration (s): 0.37 | learning rate: 4.762E-05 | global batch size: 256 | lm loss: 3.093415E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.302 | TFLOPs: 32.36 | 7: iteration 45040/ 60336 | consumed samples: 11530240 | consumed tokens: 23613931520 | elapsed time per iteration (s): 0.37 | learning rate: 4.759E-05 | global batch size: 256 | lm loss: 3.083564E+00 | grad norm: 0.260 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.639 | TFLOPs: 32.38 | 7: iteration 45050/ 60336 | consumed samples: 11532800 | consumed tokens: 23619174400 | elapsed time per iteration (s): 0.37 | learning rate: 4.755E-05 | global batch size: 256 | lm loss: 3.066689E+00 | grad norm: 0.248 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.721 | TFLOPs: 32.38 | 7: iteration 45060/ 60336 | consumed samples: 11535360 | consumed tokens: 23624417280 | elapsed time per iteration (s): 0.37 | learning rate: 4.752E-05 | global batch size: 256 | lm loss: 3.088618E+00 | grad norm: 0.262 | num 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lm loss: 3.098836E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.986 | TFLOPs: 32.35 | 7: iteration 45100/ 60336 | consumed samples: 11545600 | consumed tokens: 23645388800 | elapsed time per iteration (s): 0.37 | learning rate: 4.738E-05 | global batch size: 256 | lm loss: 3.073972E+00 | grad norm: 0.249 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.645 | TFLOPs: 32.33 | 7: iteration 45110/ 60336 | consumed samples: 11548160 | consumed tokens: 23650631680 | elapsed time per iteration (s): 0.37 | learning rate: 4.735E-05 | global batch size: 256 | lm loss: 3.080885E+00 | grad norm: 0.260 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.708 | TFLOPs: 32.33 | 7: iteration 45120/ 60336 | consumed samples: 11550720 | consumed tokens: 23655874560 | elapsed time per iteration (s): 0.37 | learning rate: 4.731E-05 | global batch size: 256 | lm loss: 3.089073E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.572 | TFLOPs: 32.33 | 7: iteration 45130/ 60336 | consumed samples: 11553280 | consumed tokens: 23661117440 | elapsed time per iteration (s): 0.37 | learning rate: 4.728E-05 | global batch size: 256 | lm loss: 3.084830E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.851 | TFLOPs: 32.34 | 7: iteration 45140/ 60336 | consumed samples: 11555840 | consumed tokens: 23666360320 | elapsed time per iteration (s): 0.37 | learning rate: 4.725E-05 | global batch size: 256 | lm loss: 3.079607E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.700 | TFLOPs: 32.33 | 7: iteration 45150/ 60336 | consumed samples: 11558400 | consumed tokens: 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consumed samples: 11566080 | consumed tokens: 23687331840 | elapsed time per iteration (s): 0.37 | learning rate: 4.711E-05 | global batch size: 256 | lm loss: 3.098483E+00 | grad norm: 0.247 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.512 | TFLOPs: 32.32 | 7: iteration 45190/ 60336 | consumed samples: 11568640 | consumed tokens: 23692574720 | elapsed time per iteration (s): 0.37 | learning rate: 4.708E-05 | global batch size: 256 | lm loss: 3.075913E+00 | grad norm: 0.270 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.480 | TFLOPs: 32.32 | 7: iteration 45200/ 60336 | consumed samples: 11571200 | consumed tokens: 23697817600 | elapsed time per iteration (s): 0.37 | learning rate: 4.704E-05 | global batch size: 256 | lm loss: 3.109676E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.742 | TFLOPs: 32.33 | 7: iteration 45210/ 60336 | consumed samples: 11573760 | consumed tokens: 23703060480 | elapsed time per iteration (s): 0.37 | learning rate: 4.701E-05 | global batch size: 256 | lm loss: 3.075387E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.980 | TFLOPs: 32.35 | 7: iteration 45220/ 60336 | consumed samples: 11576320 | consumed tokens: 23708303360 | elapsed time per iteration (s): 0.37 | learning rate: 4.698E-05 | global batch size: 256 | lm loss: 3.094102E+00 | grad norm: 0.255 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 685.532 | TFLOPs: 32.00 | 7: iteration 45230/ 60336 | consumed samples: 11578880 | consumed tokens: 23713546240 | elapsed time per iteration (s): 0.37 | learning rate: 4.694E-05 | global batch size: 256 | lm loss: 3.090378E+00 | grad norm: 0.250 | num zeros: 0.0 | number of skipped iterations: 0 | number of 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3.088153E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.375 | TFLOPs: 32.32 | 7: iteration 45300/ 60336 | consumed samples: 11596800 | consumed tokens: 23750246400 | elapsed time per iteration (s): 0.37 | learning rate: 4.671E-05 | global batch size: 256 | lm loss: 3.088520E+00 | grad norm: 0.246 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.038 | TFLOPs: 32.30 | 7: iteration 45310/ 60336 | consumed samples: 11599360 | consumed tokens: 23755489280 | elapsed time per iteration (s): 0.37 | learning rate: 4.667E-05 | global batch size: 256 | lm loss: 3.066259E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.666 | TFLOPs: 32.28 | 7: iteration 45320/ 60336 | consumed samples: 11601920 | consumed tokens: 23760732160 | elapsed time per iteration (s): 0.37 | learning rate: 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7: iteration 45410/ 60336 | consumed samples: 11624960 | consumed tokens: 23807918080 | elapsed time per iteration (s): 0.37 | learning rate: 4.634E-05 | global batch size: 256 | lm loss: 3.084445E+00 | grad norm: 0.247 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.486 | TFLOPs: 32.37 | 7: iteration 45420/ 60336 | consumed samples: 11627520 | consumed tokens: 23813160960 | elapsed time per iteration (s): 0.37 | learning rate: 4.630E-05 | global batch size: 256 | lm loss: 3.073387E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.816 | TFLOPs: 32.34 | 7: iteration 45430/ 60336 | consumed samples: 11630080 | consumed tokens: 23818403840 | elapsed time per iteration (s): 0.37 | learning rate: 4.627E-05 | global batch size: 256 | lm loss: 3.083573E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.152 | TFLOPs: 32.35 | 7: iteration 45440/ 60336 | consumed samples: 11632640 | consumed tokens: 23823646720 | elapsed time per iteration (s): 0.37 | learning rate: 4.624E-05 | global batch size: 256 | lm loss: 3.095739E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.318 | TFLOPs: 32.36 | 7: iteration 45450/ 60336 | consumed samples: 11635200 | consumed tokens: 23828889600 | elapsed time per iteration (s): 0.37 | learning rate: 4.620E-05 | global batch size: 256 | lm loss: 3.093257E+00 | grad norm: 0.249 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.723 | TFLOPs: 32.33 | 7: iteration 45460/ 60336 | consumed samples: 11637760 | consumed tokens: 23834132480 | elapsed time per iteration (s): 0.37 | learning rate: 4.617E-05 | global batch size: 256 | lm loss: 3.086586E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.092 | TFLOPs: 32.30 | 7: iteration 45470/ 60336 | consumed samples: 11640320 | consumed tokens: 23839375360 | elapsed time per iteration (s): 0.37 | learning rate: 4.614E-05 | global batch size: 256 | lm loss: 3.078265E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.953 | TFLOPs: 32.34 | 7: iteration 45480/ 60336 | consumed samples: 11642880 | consumed tokens: 23844618240 | elapsed time per iteration (s): 0.37 | learning rate: 4.610E-05 | global batch size: 256 | lm loss: 3.077914E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.274 | TFLOPs: 32.31 | 7: iteration 45490/ 60336 | consumed samples: 11645440 | consumed tokens: 23849861120 | elapsed time per iteration (s): 0.37 | learning rate: 4.607E-05 | global batch size: 256 | lm loss: 3.087143E+00 | grad norm: 0.245 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.361 | TFLOPs: 32.32 | 7: iteration 45500/ 60336 | consumed samples: 11648000 | consumed tokens: 23855104000 | elapsed time per iteration (s): 0.37 | learning rate: 4.604E-05 | global batch size: 256 | lm loss: 3.066340E+00 | grad norm: 0.246 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.422 | TFLOPs: 32.32 | 7: iteration 45510/ 60336 | consumed samples: 11650560 | consumed tokens: 23860346880 | elapsed time per iteration (s): 0.37 | learning rate: 4.600E-05 | global batch size: 256 | lm loss: 3.085293E+00 | grad norm: 0.252 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 684.838 | TFLOPs: 31.97 | 7: iteration 45520/ 60336 | consumed samples: 11653120 | consumed tokens: 23865589760 | elapsed time per iteration (s): 0.37 | learning rate: 4.597E-05 | global batch size: 256 | lm loss: 3.079878E+00 | grad norm: 0.247 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.203 | TFLOPs: 32.31 | 7: iteration 45530/ 60336 | consumed samples: 11655680 | consumed tokens: 23870832640 | elapsed time per iteration (s): 0.37 | learning rate: 4.594E-05 | global batch size: 256 | lm loss: 3.084106E+00 | grad norm: 0.248 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.343 | TFLOPs: 32.32 | 7: iteration 45540/ 60336 | consumed samples: 11658240 | consumed tokens: 23876075520 | elapsed time per iteration (s): 0.37 | learning rate: 4.590E-05 | global batch size: 256 | lm loss: 3.089542E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.106 | TFLOPs: 32.35 | 7: iteration 45550/ 60336 | consumed samples: 11660800 | consumed tokens: 23881318400 | elapsed time per iteration 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60336 | consumed samples: 11676160 | consumed tokens: 23912775680 | elapsed time per iteration (s): 0.37 | learning rate: 4.567E-05 | global batch size: 256 | lm loss: 3.082507E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.801 | TFLOPs: 32.34 | 7: iteration 45620/ 60336 | consumed samples: 11678720 | consumed tokens: 23918018560 | elapsed time per iteration (s): 0.37 | learning rate: 4.564E-05 | global batch size: 256 | lm loss: 3.086549E+00 | grad norm: 0.255 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.014 | TFLOPs: 32.35 | 7: iteration 45630/ 60336 | consumed samples: 11681280 | consumed tokens: 23923261440 | elapsed time per iteration (s): 0.37 | learning rate: 4.560E-05 | global batch size: 256 | lm loss: 3.077773E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 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number of nan iterations: 0 | samples per second: 693.304 | TFLOPs: 32.36 | 7: iteration 45670/ 60336 | consumed samples: 11691520 | consumed tokens: 23944232960 | elapsed time per iteration (s): 0.37 | learning rate: 4.547E-05 | global batch size: 256 | lm loss: 3.077793E+00 | grad norm: 0.244 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.712 | TFLOPs: 32.33 | 7: iteration 45680/ 60336 | consumed samples: 11694080 | consumed tokens: 23949475840 | elapsed time per iteration (s): 0.37 | learning rate: 4.544E-05 | global batch size: 256 | lm loss: 3.089219E+00 | grad norm: 0.246 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.004 | TFLOPs: 32.35 | 7: iteration 45690/ 60336 | consumed samples: 11696640 | consumed tokens: 23954718720 | elapsed time per iteration (s): 0.37 | learning rate: 4.541E-05 | global batch size: 256 | lm loss: 3.088185E+00 | grad norm: 0.250 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.037 | TFLOPs: 32.35 | 7: iteration 45700/ 60336 | consumed samples: 11699200 | consumed tokens: 23959961600 | elapsed time per iteration (s): 0.37 | learning rate: 4.537E-05 | global batch size: 256 | lm loss: 3.085699E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.133 | TFLOPs: 32.35 | 7: iteration 45710/ 60336 | consumed samples: 11701760 | consumed tokens: 23965204480 | elapsed time per iteration (s): 0.37 | learning rate: 4.534E-05 | global batch size: 256 | lm loss: 3.082123E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.309 | TFLOPs: 32.36 | 7: iteration 45720/ 60336 | consumed samples: 11704320 | consumed tokens: 23970447360 | elapsed time per iteration (s): 0.37 | learning rate: 4.531E-05 | global batch size: 256 | lm loss: 3.070213E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.089 | TFLOPs: 32.35 | 7: iteration 45730/ 60336 | consumed samples: 11706880 | consumed tokens: 23975690240 | elapsed time per iteration (s): 0.37 | learning rate: 4.528E-05 | global batch size: 256 | lm loss: 3.075864E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.282 | TFLOPs: 32.36 | 7: iteration 45740/ 60336 | consumed samples: 11709440 | consumed tokens: 23980933120 | elapsed time per iteration (s): 0.37 | learning rate: 4.524E-05 | global batch size: 256 | lm loss: 3.079239E+00 | grad norm: 0.246 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.012 | TFLOPs: 32.35 | 7: iteration 45750/ 60336 | consumed samples: 11712000 | consumed tokens: 23986176000 | elapsed time per iteration (s): 0.37 | learning rate: 4.521E-05 | global batch size: 256 | lm loss: 3.074936E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.763 | TFLOPs: 32.34 | 7: iteration 45760/ 60336 | consumed samples: 11714560 | consumed tokens: 23991418880 | elapsed time per iteration (s): 0.37 | learning rate: 4.518E-05 | global batch size: 256 | lm loss: 3.080384E+00 | grad norm: 0.249 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.062 | TFLOPs: 32.35 | 7: iteration 45770/ 60336 | consumed samples: 11717120 | consumed tokens: 23996661760 | elapsed time per iteration (s): 0.37 | learning rate: 4.514E-05 | global batch size: 256 | lm loss: 3.077405E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.113 | TFLOPs: 32.35 | 7: iteration 45780/ 60336 | consumed samples: 11719680 | consumed tokens: 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consumed samples: 11727360 | consumed tokens: 24017633280 | elapsed time per iteration (s): 0.37 | learning rate: 4.501E-05 | global batch size: 256 | lm loss: 3.086567E+00 | grad norm: 0.249 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.465 | TFLOPs: 32.32 | 7: iteration 45820/ 60336 | consumed samples: 11729920 | consumed tokens: 24022876160 | elapsed time per iteration (s): 0.37 | learning rate: 4.498E-05 | global batch size: 256 | lm loss: 3.078090E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.174 | TFLOPs: 32.31 | 7: iteration 45830/ 60336 | consumed samples: 11732480 | consumed tokens: 24028119040 | elapsed time per iteration (s): 0.37 | learning rate: 4.495E-05 | global batch size: 256 | lm loss: 3.077194E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.212 | TFLOPs: 32.31 | 7: iteration 45840/ 60336 | consumed samples: 11735040 | consumed tokens: 24033361920 | elapsed time per iteration (s): 0.37 | learning rate: 4.491E-05 | global batch size: 256 | lm loss: 3.081360E+00 | grad norm: 0.256 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.279 | TFLOPs: 32.31 | 7: iteration 45850/ 60336 | consumed samples: 11737600 | consumed tokens: 24038604800 | elapsed time per iteration (s): 0.37 | learning rate: 4.488E-05 | global batch size: 256 | lm loss: 3.083155E+00 | grad norm: 0.250 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.891 | TFLOPs: 32.29 | 7: iteration 45860/ 60336 | consumed samples: 11740160 | consumed tokens: 24043847680 | elapsed time per iteration (s): 0.37 | learning rate: 4.485E-05 | global batch size: 256 | lm loss: 3.081199E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations: 0 | number of 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| number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.982 | TFLOPs: 32.30 | 7: iteration 45900/ 60336 | consumed samples: 11750400 | consumed tokens: 24064819200 | elapsed time per iteration (s): 0.37 | learning rate: 4.472E-05 | global batch size: 256 | lm loss: 3.091339E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.242 | TFLOPs: 32.31 | 7: iteration 45910/ 60336 | consumed samples: 11752960 | consumed tokens: 24070062080 | elapsed time per iteration (s): 0.37 | learning rate: 4.469E-05 | global batch size: 256 | lm loss: 3.067566E+00 | grad norm: 0.249 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.902 | TFLOPs: 32.30 | 7: iteration 45920/ 60336 | consumed samples: 11755520 | consumed tokens: 24075304960 | elapsed time per iteration (s): 0.37 | learning rate: 4.465E-05 | global batch size: 256 | lm loss: 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4.456E-05 | global batch size: 256 | lm loss: 3.082220E+00 | grad norm: 0.246 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.060 | TFLOPs: 32.30 | 7: iteration 45960/ 60336 | consumed samples: 11765760 | consumed tokens: 24096276480 | elapsed time per iteration (s): 0.37 | learning rate: 4.452E-05 | global batch size: 256 | lm loss: 3.080217E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.997 | TFLOPs: 32.30 | 7: iteration 45970/ 60336 | consumed samples: 11768320 | consumed tokens: 24101519360 | elapsed time per iteration (s): 0.37 | learning rate: 4.449E-05 | global batch size: 256 | lm loss: 3.078034E+00 | grad norm: 0.247 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.566 | TFLOPs: 32.28 | 7: iteration 45980/ 60336 | consumed samples: 11770880 | consumed tokens: 24106762240 | elapsed time per iteration (s): 0.37 | learning rate: 4.446E-05 | global batch size: 256 | lm loss: 3.083338E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.193 | TFLOPs: 32.31 | 7: iteration 45990/ 60336 | consumed samples: 11773440 | consumed tokens: 24112005120 | elapsed time per iteration (s): 0.37 | learning rate: 4.443E-05 | global batch size: 256 | lm loss: 3.073667E+00 | grad norm: 0.244 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.234 | TFLOPs: 32.31 | 0: [2023-03-16 14:46:55,399] [INFO] [logging.py:68:log_dist] [Rank 0] step=46000, skipped=0, lr=[4.4393545006704866e-05, 4.4393545006704866e-05, 4.4393545006704866e-05], mom=[(0.9, 0.999), (0.9, 0.999), (0.9, 0.999)] 7: iteration 46000/ 60336 | consumed samples: 11776000 | consumed tokens: 24117248000 | elapsed time per iteration (s): 0.37 | learning rate: 4.439E-05 | global batch size: 256 | lm loss: 3.071791E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.401 | TFLOPs: 32.32 | 0: steps: 46000 loss: 3.0900 iter time (s): 0.368 samples/sec: 694.879 7: ------------------------------------------------------------------------------------------------ 7: validation loss at iteration 46000 | lm loss value: 3.763179E+00 | lm loss PPL: 4.308519E+01 | 7: ------------------------------------------------------------------------------------------------ 0: saving checkpoint at iteration 46000 to checkpoints_146m32b100m 0: [2023-03-16 14:46:55,523] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step46000 is begin to save! 0: [2023-03-16 14:46:55,525] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100m/global_step46000/layer_01-model_00-model_states.pt... 0: [2023-03-16 14:46:55,617] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved 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checkpoints_146m32b100m/global_step46000/bf16_zero_pp_rank_42_mp_rank_00_optim_states.pt 1: [2023-03-16 14:46:55,928] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step46000 is ready now! 5: [2023-03-16 14:46:55,921] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step46000 is ready now! 1: [2023-03-16 14:46:55,928] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step46000/bf16_zero_pp_rank_10_mp_rank_00_optim_states.pt. 1: [2023-03-16 14:46:55,928] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step46000/bf16_zero_pp_rank_10_mp_rank_00_optim_states.pt 1: [2023-03-16 14:46:55,928] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step46000 is ready now! 0: [2023-03-16 14:46:55,930] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved 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checkpoints_146m32b100m/global_step46000/bf16_zero_pp_rank_2_mp_rank_00_optim_states.pt 0: [2023-03-16 14:46:55,931] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step46000 is ready now! 0: [2023-03-16 14:46:55,931] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step46000 is ready now! 0: [2023-03-16 14:46:55,931] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step46000 is ready now! 6: [2023-03-16 14:46:55,931] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step46000/bf16_zero_pp_rank_54_mp_rank_00_optim_states.pt. 6: [2023-03-16 14:46:55,931] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step46000/bf16_zero_pp_rank_49_mp_rank_00_optim_states.pt. 6: [2023-03-16 14:46:55,931] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step46000/bf16_zero_pp_rank_50_mp_rank_00_optim_states.pt. 6: [2023-03-16 14:46:55,931] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step46000/bf16_zero_pp_rank_53_mp_rank_00_optim_states.pt. 6: [2023-03-16 14:46:55,931] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step46000/bf16_zero_pp_rank_48_mp_rank_00_optim_states.pt. 6: [2023-03-16 14:46:55,931] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step46000/bf16_zero_pp_rank_54_mp_rank_00_optim_states.pt 6: [2023-03-16 14:46:55,931] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step46000/bf16_zero_pp_rank_50_mp_rank_00_optim_states.pt 6: [2023-03-16 14:46:55,931] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step46000/bf16_zero_pp_rank_49_mp_rank_00_optim_states.pt 6: [2023-03-16 14:46:55,931] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step46000/bf16_zero_pp_rank_53_mp_rank_00_optim_states.pt 6: [2023-03-16 14:46:55,931] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step46000 is ready now! 6: [2023-03-16 14:46:55,931] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step46000 is ready now! 6: [2023-03-16 14:46:55,931] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step46000 is ready now! 6: [2023-03-16 14:46:55,931] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step46000/bf16_zero_pp_rank_48_mp_rank_00_optim_states.pt 6: [2023-03-16 14:46:55,931] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step46000 is ready now! 6: [2023-03-16 14:46:55,931] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step46000/bf16_zero_pp_rank_55_mp_rank_00_optim_states.pt. 6: [2023-03-16 14:46:55,931] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step46000/bf16_zero_pp_rank_52_mp_rank_00_optim_states.pt. 6: [2023-03-16 14:46:55,931] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step46000 is ready now! 6: [2023-03-16 14:46:55,931] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step46000/bf16_zero_pp_rank_55_mp_rank_00_optim_states.pt 6: [2023-03-16 14:46:55,931] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step46000/bf16_zero_pp_rank_52_mp_rank_00_optim_states.pt 6: [2023-03-16 14:46:55,931] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step46000 is ready now! 6: [2023-03-16 14:46:55,931] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step46000 is ready now! 0: [2023-03-16 14:46:55,940] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step46000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt 0: [2023-03-16 14:46:55,940] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step46000 is ready now! 6: [2023-03-16 14:46:55,941] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step46000/bf16_zero_pp_rank_51_mp_rank_00_optim_states.pt. 6: [2023-03-16 14:46:55,942] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step46000/bf16_zero_pp_rank_51_mp_rank_00_optim_states.pt 6: [2023-03-16 14:46:55,942] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step46000 is ready now! 0: successfully saved checkpoint at iteration 46000 to checkpoints_146m32b100m 7: time (ms) | save-checkpoint: 425.80 7: iteration 46010/ 60336 | consumed samples: 11778560 | consumed tokens: 24122490880 | elapsed time per iteration (s): 0.42 | learning rate: 4.436E-05 | global batch size: 256 | lm loss: 3.084674E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 604.671 | TFLOPs: 28.22 | 7: iteration 46020/ 60336 | consumed samples: 11781120 | consumed tokens: 24127733760 | elapsed time per iteration (s): 0.37 | learning rate: 4.433E-05 | global batch size: 256 | lm loss: 3.078589E+00 | grad norm: 0.245 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.963 | TFLOPs: 32.30 | 7: iteration 46030/ 60336 | consumed samples: 11783680 | consumed tokens: 24132976640 | elapsed time per iteration (s): 0.37 | learning rate: 4.430E-05 | global batch size: 256 | lm loss: 3.088492E+00 | grad norm: 0.245 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.269 | TFLOPs: 32.31 | 7: iteration 46040/ 60336 | consumed samples: 11786240 | consumed tokens: 24138219520 | elapsed time per iteration (s): 0.37 | learning rate: 4.426E-05 | global batch size: 256 | lm loss: 3.095210E+00 | grad norm: 0.250 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.315 | TFLOPs: 32.31 | 7: iteration 46050/ 60336 | consumed samples: 11788800 | consumed tokens: 24143462400 | elapsed time per iteration (s): 0.37 | learning rate: 4.423E-05 | global batch size: 256 | lm loss: 3.093553E+00 | grad norm: 0.250 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.378 | TFLOPs: 32.32 | 7: iteration 46060/ 60336 | consumed samples: 11791360 | consumed tokens: 24148705280 | elapsed time per iteration (s): 0.37 | learning rate: 4.420E-05 | global batch size: 256 | lm loss: 3.085449E+00 | grad norm: 0.253 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.025 | TFLOPs: 32.30 | 7: iteration 46070/ 60336 | consumed samples: 11793920 | consumed tokens: 24153948160 | elapsed time per iteration (s): 0.37 | learning rate: 4.417E-05 | global batch size: 256 | lm loss: 3.091471E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.711 | TFLOPs: 32.33 | 7: iteration 46080/ 60336 | consumed samples: 11796480 | consumed tokens: 24159191040 | elapsed time per iteration (s): 0.37 | learning rate: 4.413E-05 | global batch size: 256 | lm loss: 3.098364E+00 | grad norm: 0.247 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.818 | TFLOPs: 32.34 | 7: iteration 46090/ 60336 | consumed samples: 11799040 | consumed tokens: 24164433920 | elapsed time per iteration (s): 0.37 | learning rate: 4.410E-05 | global batch size: 256 | lm loss: 3.066566E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.821 | TFLOPs: 32.34 | 7: iteration 46100/ 60336 | consumed samples: 11801600 | consumed tokens: 24169676800 | elapsed time per iteration (s): 0.37 | learning rate: 4.407E-05 | global batch size: 256 | lm loss: 3.079963E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.476 | TFLOPs: 32.32 | 7: iteration 46110/ 60336 | consumed samples: 11804160 | consumed tokens: 24174919680 | elapsed time per iteration (s): 0.37 | learning rate: 4.404E-05 | global batch size: 256 | lm loss: 3.080593E+00 | grad norm: 0.294 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.544 | TFLOPs: 32.33 | 7: iteration 46120/ 60336 | consumed samples: 11806720 | consumed tokens: 24180162560 | elapsed time per iteration (s): 0.37 | learning rate: 4.401E-05 | global batch size: 256 | lm loss: 3.079914E+00 | grad norm: 0.255 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.545 | TFLOPs: 32.33 | 7: iteration 46130/ 60336 | consumed samples: 11809280 | consumed tokens: 24185405440 | elapsed time per iteration (s): 0.37 | learning rate: 4.397E-05 | global batch size: 256 | lm loss: 3.070386E+00 | grad norm: 0.247 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.323 | TFLOPs: 32.36 | 7: iteration 46140/ 60336 | consumed samples: 11811840 | consumed tokens: 24190648320 | elapsed time per iteration (s): 0.37 | learning rate: 4.394E-05 | global batch size: 256 | lm loss: 3.084937E+00 | grad norm: 0.246 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.271 | TFLOPs: 32.36 | 7: iteration 46150/ 60336 | consumed samples: 11814400 | consumed tokens: 24195891200 | elapsed time per iteration (s): 0.37 | learning rate: 4.391E-05 | global batch size: 256 | lm loss: 3.066106E+00 | grad norm: 0.247 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.995 | TFLOPs: 32.35 | 7: iteration 46160/ 60336 | consumed samples: 11816960 | consumed tokens: 24201134080 | elapsed time per iteration (s): 0.38 | learning rate: 4.388E-05 | global batch size: 256 | lm loss: 3.086206E+00 | grad norm: 0.248 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 668.091 | TFLOPs: 31.18 | 7: iteration 46170/ 60336 | consumed samples: 11819520 | consumed tokens: 24206376960 | elapsed time per iteration (s): 0.37 | learning rate: 4.385E-05 | global batch size: 256 | lm loss: 3.082793E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 686.739 | TFLOPs: 32.05 | 7: iteration 46180/ 60336 | consumed samples: 11822080 | consumed tokens: 24211619840 | elapsed time per iteration (s): 0.37 | learning rate: 4.381E-05 | global batch size: 256 | lm loss: 3.075242E+00 | grad norm: 0.249 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.545 | TFLOPs: 32.37 | 7: iteration 46190/ 60336 | consumed samples: 11824640 | consumed tokens: 24216862720 | elapsed time per iteration (s): 0.37 | learning rate: 4.378E-05 | global batch size: 256 | lm loss: 3.088769E+00 | grad norm: 0.247 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.922 | TFLOPs: 32.39 | 7: iteration 46200/ 60336 | consumed samples: 11827200 | consumed tokens: 24222105600 | elapsed time per iteration (s): 0.37 | learning rate: 4.375E-05 | global batch size: 256 | lm loss: 3.092059E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.093 | TFLOPs: 32.35 | 7: iteration 46210/ 60336 | consumed samples: 11829760 | consumed tokens: 24227348480 | elapsed time per iteration (s): 0.37 | learning rate: 4.372E-05 | global batch size: 256 | lm loss: 3.080899E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.223 | TFLOPs: 32.36 | 7: iteration 46220/ 60336 | consumed samples: 11832320 | consumed tokens: 24232591360 | elapsed time per iteration (s): 0.37 | learning rate: 4.369E-05 | global batch size: 256 | lm loss: 3.077550E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.798 | TFLOPs: 32.29 | 7: iteration 46230/ 60336 | consumed samples: 11834880 | consumed tokens: 24237834240 | elapsed time per iteration (s): 0.37 | learning rate: 4.365E-05 | global batch size: 256 | lm loss: 3.087977E+00 | grad norm: 0.249 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.947 | TFLOPs: 32.34 | 7: iteration 46240/ 60336 | consumed samples: 11837440 | consumed tokens: 24243077120 | elapsed time per iteration (s): 0.37 | learning rate: 4.362E-05 | global batch size: 256 | lm loss: 3.079773E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.805 | TFLOPs: 32.34 | 7: iteration 46250/ 60336 | consumed samples: 11840000 | consumed tokens: 24248320000 | elapsed time per iteration (s): 0.37 | learning rate: 4.359E-05 | global batch size: 256 | lm loss: 3.077371E+00 | grad norm: 0.246 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.447 | TFLOPs: 32.37 | 7: iteration 46260/ 60336 | consumed samples: 11842560 | consumed tokens: 24253562880 | elapsed time per iteration (s): 0.37 | learning rate: 4.356E-05 | global batch size: 256 | lm loss: 3.074221E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.880 | TFLOPs: 32.39 | 7: iteration 46270/ 60336 | consumed samples: 11845120 | consumed tokens: 24258805760 | elapsed time per iteration (s): 0.37 | learning rate: 4.353E-05 | global batch size: 256 | lm loss: 3.074653E+00 | grad norm: 0.252 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.831 | TFLOPs: 32.39 | 7: iteration 46280/ 60336 | consumed samples: 11847680 | consumed tokens: 24264048640 | elapsed time per iteration (s): 0.38 | learning rate: 4.349E-05 | global batch size: 256 | lm loss: 3.069939E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 682.337 | TFLOPs: 31.85 | 7: iteration 46290/ 60336 | consumed samples: 11850240 | consumed tokens: 24269291520 | elapsed time per iteration (s): 0.37 | learning rate: 4.346E-05 | global batch size: 256 | lm loss: 3.087396E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.972 | TFLOPs: 32.39 | 7: iteration 46300/ 60336 | consumed samples: 11852800 | consumed tokens: 24274534400 | elapsed time per iteration (s): 0.37 | learning rate: 4.343E-05 | global batch size: 256 | lm loss: 3.073324E+00 | grad norm: 0.244 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.546 | TFLOPs: 32.37 | 7: iteration 46310/ 60336 | consumed samples: 11855360 | consumed tokens: 24279777280 | elapsed time per iteration (s): 0.37 | learning rate: 4.340E-05 | global batch size: 256 | lm loss: 3.089003E+00 | grad norm: 0.248 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.577 | TFLOPs: 32.37 | 7: iteration 46320/ 60336 | consumed samples: 11857920 | consumed tokens: 24285020160 | elapsed time per iteration (s): 0.37 | learning rate: 4.337E-05 | global batch size: 256 | lm loss: 3.085391E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.542 | TFLOPs: 32.37 | 7: iteration 46330/ 60336 | consumed samples: 11860480 | consumed tokens: 24290263040 | elapsed time per iteration (s): 0.37 | learning rate: 4.333E-05 | global batch size: 256 | lm loss: 3.089336E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.629 | TFLOPs: 32.38 | 7: iteration 46340/ 60336 | consumed samples: 11863040 | consumed tokens: 24295505920 | elapsed time per iteration (s): 0.37 | learning rate: 4.330E-05 | global batch size: 256 | lm loss: 3.071972E+00 | grad norm: 0.255 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.553 | TFLOPs: 32.37 | 7: iteration 46350/ 60336 | consumed samples: 11865600 | consumed tokens: 24300748800 | elapsed time per iteration (s): 0.37 | learning rate: 4.327E-05 | global batch size: 256 | lm loss: 3.082140E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.309 | TFLOPs: 32.36 | 7: iteration 46360/ 60336 | consumed samples: 11868160 | consumed tokens: 24305991680 | elapsed time per iteration (s): 0.37 | learning rate: 4.324E-05 | global batch size: 256 | lm loss: 3.083440E+00 | grad norm: 0.244 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.736 | TFLOPs: 32.38 | 7: iteration 46370/ 60336 | consumed samples: 11870720 | consumed tokens: 24311234560 | elapsed time per iteration (s): 0.37 | learning rate: 4.321E-05 | global batch size: 256 | lm loss: 3.070870E+00 | grad norm: 0.252 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.322 | TFLOPs: 32.36 | 7: iteration 46380/ 60336 | consumed samples: 11873280 | consumed tokens: 24316477440 | elapsed time per iteration (s): 0.37 | learning rate: 4.318E-05 | global batch size: 256 | lm loss: 3.071886E+00 | grad norm: 0.246 | num 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lm loss: 3.091525E+00 | grad norm: 0.246 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.086 | TFLOPs: 32.35 | 7: iteration 46420/ 60336 | consumed samples: 11883520 | consumed tokens: 24337448960 | elapsed time per iteration (s): 0.37 | learning rate: 4.305E-05 | global batch size: 256 | lm loss: 3.074160E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.181 | TFLOPs: 32.36 | 7: iteration 46430/ 60336 | consumed samples: 11886080 | consumed tokens: 24342691840 | elapsed time per iteration (s): 0.37 | learning rate: 4.302E-05 | global batch size: 256 | lm loss: 3.086343E+00 | grad norm: 0.273 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.295 | TFLOPs: 32.36 | 7: iteration 46440/ 60336 | consumed samples: 11888640 | consumed tokens: 24347934720 | elapsed time per iteration (s): 0.37 | learning rate: 4.299E-05 | global batch size: 256 | lm loss: 3.090182E+00 | grad norm: 0.252 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.868 | TFLOPs: 32.34 | 7: iteration 46450/ 60336 | consumed samples: 11891200 | consumed tokens: 24353177600 | elapsed time per iteration (s): 0.37 | learning rate: 4.295E-05 | global batch size: 256 | lm loss: 3.084140E+00 | grad norm: 0.250 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.045 | TFLOPs: 32.35 | 7: iteration 46460/ 60336 | consumed samples: 11893760 | consumed tokens: 24358420480 | elapsed time per iteration (s): 0.37 | learning rate: 4.292E-05 | global batch size: 256 | lm loss: 3.067043E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.507 | TFLOPs: 32.37 | 7: iteration 46470/ 60336 | consumed samples: 11896320 | consumed tokens: 24363663360 | elapsed time per iteration (s): 0.37 | learning rate: 4.289E-05 | global batch size: 256 | lm loss: 3.082558E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.439 | TFLOPs: 32.37 | 7: iteration 46480/ 60336 | consumed samples: 11898880 | consumed tokens: 24368906240 | elapsed time per iteration (s): 0.37 | learning rate: 4.286E-05 | global batch size: 256 | lm loss: 3.085398E+00 | grad norm: 0.248 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.973 | TFLOPs: 32.39 | 7: iteration 46490/ 60336 | consumed samples: 11901440 | consumed tokens: 24374149120 | elapsed time per iteration (s): 0.37 | learning rate: 4.283E-05 | global batch size: 256 | lm loss: 3.081157E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.298 | TFLOPs: 32.36 | 7: iteration 46500/ 60336 | consumed samples: 11904000 | consumed tokens: 24379392000 | elapsed time per iteration (s): 0.37 | learning rate: 4.280E-05 | global batch size: 256 | lm loss: 3.075302E+00 | grad norm: 0.247 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.429 | TFLOPs: 32.37 | 7: iteration 46510/ 60336 | consumed samples: 11906560 | consumed tokens: 24384634880 | elapsed time per iteration (s): 0.37 | learning rate: 4.276E-05 | global batch size: 256 | lm loss: 3.081783E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.216 | TFLOPs: 32.36 | 7: iteration 46520/ 60336 | consumed samples: 11909120 | consumed tokens: 24389877760 | elapsed time per iteration (s): 0.37 | learning rate: 4.273E-05 | global batch size: 256 | lm loss: 3.082003E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.633 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norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 686.997 | TFLOPs: 32.07 | 7: iteration 46820/ 60336 | consumed samples: 11985920 | consumed tokens: 24547164160 | elapsed time per iteration (s): 0.37 | learning rate: 4.180E-05 | global batch size: 256 | lm loss: 3.077887E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 686.477 | TFLOPs: 32.04 | 7: iteration 46830/ 60336 | consumed samples: 11988480 | consumed tokens: 24552407040 | elapsed time per iteration (s): 0.38 | learning rate: 4.177E-05 | global batch size: 256 | lm loss: 3.063240E+00 | grad norm: 0.244 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 667.848 | TFLOPs: 31.17 | 7: iteration 46840/ 60336 | consumed samples: 11991040 | consumed tokens: 24557649920 | elapsed time per iteration (s): 0.37 | learning rate: 4.174E-05 | global batch size: 256 | lm loss: 3.084786E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 686.753 | TFLOPs: 32.06 | 7: iteration 46850/ 60336 | consumed samples: 11993600 | consumed tokens: 24562892800 | elapsed time per iteration (s): 0.37 | learning rate: 4.171E-05 | global batch size: 256 | lm loss: 3.083170E+00 | grad norm: 0.245 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.809 | TFLOPs: 32.10 | 7: iteration 46860/ 60336 | consumed samples: 11996160 | consumed tokens: 24568135680 | elapsed time per iteration (s): 0.37 | learning rate: 4.167E-05 | global batch size: 256 | lm loss: 3.077039E+00 | grad norm: 0.260 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.838 | TFLOPs: 32.34 | 7: iteration 46870/ 60336 | consumed samples: 11998720 | consumed tokens: 24573378560 | elapsed time per iteration (s): 0.37 | learning rate: 4.164E-05 | global batch size: 256 | lm loss: 3.076624E+00 | grad norm: 0.248 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.609 | TFLOPs: 32.10 | 7: iteration 46880/ 60336 | consumed samples: 12001280 | consumed tokens: 24578621440 | elapsed time per iteration (s): 0.37 | learning rate: 4.161E-05 | global batch size: 256 | lm loss: 3.079218E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.149 | TFLOPs: 32.35 | 7: iteration 46890/ 60336 | consumed samples: 12003840 | consumed tokens: 24583864320 | elapsed time per iteration (s): 0.37 | learning rate: 4.158E-05 | global batch size: 256 | lm loss: 3.076719E+00 | grad norm: 0.250 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.270 | TFLOPs: 32.36 | 7: iteration 46900/ 60336 | consumed samples: 12006400 | consumed tokens: 24589107200 | elapsed time per iteration (s): 0.37 | learning rate: 4.155E-05 | global batch size: 256 | lm loss: 3.077789E+00 | grad norm: 0.261 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.108 | TFLOPs: 32.35 | 7: iteration 46910/ 60336 | consumed samples: 12008960 | consumed tokens: 24594350080 | elapsed time per iteration (s): 0.37 | learning rate: 4.152E-05 | global batch size: 256 | lm loss: 3.061696E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.438 | TFLOPs: 32.37 | 7: iteration 46920/ 60336 | consumed samples: 12011520 | consumed tokens: 24599592960 | elapsed time per iteration (s): 0.38 | learning rate: 4.149E-05 | global batch size: 256 | lm loss: 3.078054E+00 | grad norm: 0.249 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 677.087 | TFLOPs: 31.60 | 7: iteration 46930/ 60336 | consumed samples: 12014080 | consumed tokens: 24604835840 | elapsed time per iteration (s): 0.37 | learning rate: 4.146E-05 | global batch size: 256 | lm loss: 3.078828E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.653 | TFLOPs: 32.38 | 7: iteration 46940/ 60336 | consumed samples: 12016640 | consumed tokens: 24610078720 | elapsed time per iteration (s): 0.37 | learning rate: 4.143E-05 | global batch size: 256 | lm loss: 3.090630E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.381 | TFLOPs: 32.36 | 7: iteration 46950/ 60336 | consumed samples: 12019200 | consumed tokens: 24615321600 | elapsed time per iteration (s): 0.37 | learning rate: 4.140E-05 | global batch size: 256 | lm loss: 3.078584E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.882 | TFLOPs: 32.39 | 7: iteration 46960/ 60336 | consumed samples: 12021760 | consumed tokens: 24620564480 | elapsed time per iteration (s): 0.37 | learning rate: 4.137E-05 | global batch size: 256 | lm loss: 3.080871E+00 | grad norm: 0.244 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.467 | TFLOPs: 32.37 | 7: iteration 46970/ 60336 | consumed samples: 12024320 | consumed tokens: 24625807360 | elapsed time per iteration (s): 0.37 | learning rate: 4.134E-05 | global batch size: 256 | lm loss: 3.087255E+00 | grad norm: 0.244 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.009 | TFLOPs: 32.39 | 7: iteration 46980/ 60336 | consumed samples: 12026880 | consumed tokens: 24631050240 | elapsed time per iteration (s): 0.37 | learning rate: 4.131E-05 | global batch size: 256 | lm loss: 3.064118E+00 | grad norm: 0.248 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.737 | TFLOPs: 32.38 | 7: iteration 46990/ 60336 | consumed samples: 12029440 | consumed tokens: 24636293120 | elapsed time per iteration (s): 0.37 | learning rate: 4.128E-05 | global batch size: 256 | lm loss: 3.095443E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.035 | TFLOPs: 32.40 | 7: iteration 47000/ 60336 | consumed samples: 12032000 | consumed tokens: 24641536000 | elapsed time per iteration (s): 0.37 | learning rate: 4.125E-05 | global batch size: 256 | lm loss: 3.076233E+00 | grad norm: 0.246 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.629 | TFLOPs: 32.38 | 7: ------------------------------------------------------------------------------------------------ 7: validation loss at iteration 47000 | lm loss value: 3.770336E+00 | lm loss PPL: 4.339463E+01 | 7: ------------------------------------------------------------------------------------------------ 0: saving checkpoint at iteration 47000 to checkpoints_146m32b100m 0: [2023-03-16 14:53:07,389] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step47000 is begin to save! 0: [2023-03-16 14:53:07,393] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100m/global_step47000/layer_01-model_00-model_states.pt... 0: [2023-03-16 14:53:07,496] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step47000/layer_01-model_00-model_states.pt. 0: [2023-03-16 14:53:07,496] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100m/global_step47000/layer_03-model_00-model_states.pt... 0: [2023-03-16 14:53:07,512] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step47000/layer_03-model_00-model_states.pt. 0: [2023-03-16 14:53:07,513] [INFO] 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checkpoints_146m32b100m/global_step47000/bf16_zero_pp_rank_14_mp_rank_00_optim_states.pt 1: [2023-03-16 14:53:07,789] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step47000 is ready now! 5: [2023-03-16 14:53:07,791] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step47000/bf16_zero_pp_rank_47_mp_rank_00_optim_states.pt. 5: [2023-03-16 14:53:07,791] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step47000/bf16_zero_pp_rank_47_mp_rank_00_optim_states.pt 5: [2023-03-16 14:53:07,791] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step47000 is ready now! 5: [2023-03-16 14:53:07,792] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step47000/bf16_zero_pp_rank_42_mp_rank_00_optim_states.pt. 5: [2023-03-16 14:53:07,792] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step47000/bf16_zero_pp_rank_42_mp_rank_00_optim_states.pt 5: [2023-03-16 14:53:07,792] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step47000 is ready now! 0: [2023-03-16 14:53:07,793] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step47000/bf16_zero_pp_rank_4_mp_rank_00_optim_states.pt. 0: [2023-03-16 14:53:07,793] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step47000/bf16_zero_pp_rank_4_mp_rank_00_optim_states.pt 0: [2023-03-16 14:53:07,793] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step47000/bf16_zero_pp_rank_1_mp_rank_00_optim_states.pt. 0: [2023-03-16 14:53:07,793] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step47000 is ready now! 0: [2023-03-16 14:53:07,793] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved 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[engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step47000/bf16_zero_pp_rank_62_mp_rank_00_optim_states.pt 7: [2023-03-16 14:53:07,794] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step47000/bf16_zero_pp_rank_56_mp_rank_00_optim_states.pt 7: [2023-03-16 14:53:07,794] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step47000 is ready now! 7: [2023-03-16 14:53:07,794] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step47000 is ready now! 7: [2023-03-16 14:53:07,794] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step47000/bf16_zero_pp_rank_60_mp_rank_00_optim_states.pt. 7: [2023-03-16 14:53:07,794] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step47000 is ready now! 7: [2023-03-16 14:53:07,794] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved 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checkpoints_146m32b100m/global_step47000/bf16_zero_pp_rank_53_mp_rank_00_optim_states.pt. 6: [2023-03-16 14:53:07,793] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step47000/bf16_zero_pp_rank_53_mp_rank_00_optim_states.pt 6: [2023-03-16 14:53:07,793] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step47000 is ready now! 6: [2023-03-16 14:53:07,794] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step47000/bf16_zero_pp_rank_52_mp_rank_00_optim_states.pt. 6: [2023-03-16 14:53:07,794] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step47000/bf16_zero_pp_rank_52_mp_rank_00_optim_states.pt 6: [2023-03-16 14:53:07,794] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step47000 is ready now! 6: [2023-03-16 14:53:07,794] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step47000/bf16_zero_pp_rank_50_mp_rank_00_optim_states.pt. 6: [2023-03-16 14:53:07,794] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step47000/bf16_zero_pp_rank_50_mp_rank_00_optim_states.pt 6: [2023-03-16 14:53:07,794] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step47000 is ready now! 6: [2023-03-16 14:53:07,794] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step47000/bf16_zero_pp_rank_55_mp_rank_00_optim_states.pt. 6: [2023-03-16 14:53:07,794] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step47000/bf16_zero_pp_rank_55_mp_rank_00_optim_states.pt 6: [2023-03-16 14:53:07,794] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step47000 is ready now! 6: [2023-03-16 14:53:07,795] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved 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saved checkpoints_146m32b100m/global_step47000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt 0: [2023-03-16 14:53:07,811] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step47000 is ready now! 0: successfully saved checkpoint at iteration 47000 to checkpoints_146m32b100m 7: time (ms) | save-checkpoint: 426.46 7: iteration 47010/ 60336 | consumed samples: 12034560 | consumed tokens: 24646778880 | elapsed time per iteration (s): 0.42 | learning rate: 4.121E-05 | global batch size: 256 | lm loss: 3.079066E+00 | grad norm: 0.247 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 608.619 | TFLOPs: 28.41 | 7: iteration 47020/ 60336 | consumed samples: 12037120 | consumed tokens: 24652021760 | elapsed time per iteration (s): 0.37 | learning rate: 4.118E-05 | global batch size: 256 | lm loss: 3.079349E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.528 | TFLOPs: 32.42 | 7: iteration 47030/ 60336 | consumed samples: 12039680 | consumed tokens: 24657264640 | elapsed time per iteration (s): 0.37 | learning rate: 4.115E-05 | global batch size: 256 | lm loss: 3.078930E+00 | grad norm: 0.250 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.416 | TFLOPs: 32.41 | 7: iteration 47040/ 60336 | consumed samples: 12042240 | consumed tokens: 24662507520 | elapsed time per iteration (s): 0.37 | learning rate: 4.112E-05 | global batch size: 256 | lm loss: 3.075592E+00 | grad norm: 0.246 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.521 | TFLOPs: 32.42 | 7: iteration 47050/ 60336 | consumed samples: 12044800 | consumed tokens: 24667750400 | elapsed time per iteration (s): 0.37 | learning rate: 4.109E-05 | global batch size: 256 | lm loss: 3.075032E+00 | grad norm: 0.247 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.163 | TFLOPs: 32.35 | 7: iteration 47060/ 60336 | consumed samples: 12047360 | consumed tokens: 24672993280 | elapsed time per iteration (s): 0.37 | learning rate: 4.106E-05 | global batch size: 256 | lm loss: 3.077060E+00 | grad norm: 0.252 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.462 | TFLOPs: 32.37 | 7: iteration 47070/ 60336 | consumed samples: 12049920 | consumed tokens: 24678236160 | elapsed time per iteration (s): 0.37 | learning rate: 4.103E-05 | global batch size: 256 | lm loss: 3.072280E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.565 | TFLOPs: 32.37 | 7: iteration 47080/ 60336 | consumed samples: 12052480 | consumed tokens: 24683479040 | elapsed time per iteration (s): 0.37 | learning rate: 4.100E-05 | global batch size: 256 | lm loss: 3.084716E+00 | grad norm: 0.245 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.859 | TFLOPs: 32.43 | 7: iteration 47090/ 60336 | consumed samples: 12055040 | consumed tokens: 24688721920 | elapsed time per iteration (s): 0.37 | learning rate: 4.097E-05 | global batch size: 256 | lm loss: 3.079385E+00 | grad norm: 0.247 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.084 | TFLOPs: 32.30 | 7: iteration 47100/ 60336 | consumed samples: 12057600 | consumed tokens: 24693964800 | elapsed time per iteration (s): 0.37 | learning rate: 4.094E-05 | global batch size: 256 | lm loss: 3.092632E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.668 | TFLOPs: 32.42 | 7: iteration 47110/ 60336 | consumed samples: 12060160 | consumed tokens: 24699207680 | elapsed time per iteration (s): 0.37 | learning rate: 4.091E-05 | global batch size: 256 | lm loss: 3.080800E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.168 | TFLOPs: 32.40 | 7: iteration 47120/ 60336 | consumed samples: 12062720 | consumed tokens: 24704450560 | elapsed time per iteration (s): 0.37 | learning rate: 4.088E-05 | global batch size: 256 | lm loss: 3.081593E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.852 | TFLOPs: 32.43 | 7: iteration 47130/ 60336 | consumed samples: 12065280 | consumed tokens: 24709693440 | elapsed time per iteration (s): 0.37 | learning rate: 4.085E-05 | global batch size: 256 | lm loss: 3.071930E+00 | grad norm: 0.248 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.945 | TFLOPs: 32.44 | 7: iteration 47140/ 60336 | consumed samples: 12067840 | consumed tokens: 24714936320 | elapsed time per iteration (s): 0.37 | 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consumed samples: 12083200 | consumed tokens: 24746393600 | elapsed time per iteration (s): 0.37 | learning rate: 4.064E-05 | global batch size: 256 | lm loss: 3.085773E+00 | grad norm: 0.246 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.938 | TFLOPs: 32.44 | 7: iteration 47210/ 60336 | consumed samples: 12085760 | consumed tokens: 24751636480 | elapsed time per iteration (s): 0.37 | learning rate: 4.061E-05 | global batch size: 256 | lm loss: 3.089436E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.899 | TFLOPs: 32.44 | 7: iteration 47220/ 60336 | consumed samples: 12088320 | consumed tokens: 24756879360 | elapsed time per iteration (s): 0.37 | learning rate: 4.058E-05 | global batch size: 256 | lm loss: 3.087850E+00 | grad norm: 0.244 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.852 | TFLOPs: 32.43 | 7: iteration 47230/ 60336 | consumed samples: 12090880 | consumed tokens: 24762122240 | elapsed time per iteration (s): 0.37 | learning rate: 4.055E-05 | global batch size: 256 | lm loss: 3.075815E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.811 | TFLOPs: 32.43 | 7: iteration 47240/ 60336 | consumed samples: 12093440 | consumed tokens: 24767365120 | elapsed time per iteration (s): 0.37 | learning rate: 4.052E-05 | global batch size: 256 | lm loss: 3.083310E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.130 | TFLOPs: 32.45 | 7: iteration 47250/ 60336 | consumed samples: 12096000 | consumed tokens: 24772608000 | elapsed time per iteration (s): 0.37 | learning rate: 4.049E-05 | global batch size: 256 | lm loss: 3.069741E+00 | grad norm: 0.248 | num zeros: 0.0 | number of skipped iterations: 0 | number of 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7: iteration 47430/ 60336 | consumed samples: 12142080 | consumed tokens: 24866979840 | elapsed time per iteration (s): 0.37 | learning rate: 3.995E-05 | global batch size: 256 | lm loss: 3.073287E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.034 | TFLOPs: 32.35 | 7: iteration 47440/ 60336 | consumed samples: 12144640 | consumed tokens: 24872222720 | elapsed time per iteration (s): 0.37 | learning rate: 3.992E-05 | global batch size: 256 | lm loss: 3.068701E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.045 | TFLOPs: 32.35 | 7: iteration 47450/ 60336 | consumed samples: 12147200 | consumed tokens: 24877465600 | elapsed time per iteration (s): 0.37 | learning rate: 3.989E-05 | global batch size: 256 | lm loss: 3.066881E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.716 | TFLOPs: 32.33 | 7: iteration 47460/ 60336 | consumed samples: 12149760 | consumed tokens: 24882708480 | elapsed time per iteration (s): 0.37 | learning rate: 3.986E-05 | global batch size: 256 | lm loss: 3.079641E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.248 | TFLOPs: 32.36 | 7: iteration 47470/ 60336 | consumed samples: 12152320 | consumed tokens: 24887951360 | elapsed time per iteration (s): 0.37 | learning rate: 3.983E-05 | global batch size: 256 | lm loss: 3.087480E+00 | grad norm: 0.247 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.875 | TFLOPs: 32.39 | 7: iteration 47480/ 60336 | consumed samples: 12154880 | consumed tokens: 24893194240 | elapsed time per iteration (s): 0.37 | learning rate: 3.980E-05 | global batch size: 256 | lm loss: 3.076848E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped 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norm: 0.242 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.029 | TFLOPs: 32.35 | 7: iteration 47520/ 60336 | consumed samples: 12165120 | consumed tokens: 24914165760 | elapsed time per iteration (s): 0.37 | learning rate: 3.968E-05 | global batch size: 256 | lm loss: 3.075657E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.873 | TFLOPs: 32.34 | 7: iteration 47530/ 60336 | consumed samples: 12167680 | consumed tokens: 24919408640 | elapsed time per iteration (s): 0.37 | learning rate: 3.965E-05 | global batch size: 256 | lm loss: 3.074863E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.643 | TFLOPs: 32.38 | 7: iteration 47540/ 60336 | consumed samples: 12170240 | consumed tokens: 24924651520 | elapsed time per iteration (s): 0.37 | learning rate: 3.962E-05 | global batch size: 256 | lm loss: 3.071276E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.467 | TFLOPs: 32.42 | 7: iteration 47550/ 60336 | consumed samples: 12172800 | consumed tokens: 24929894400 | elapsed time per iteration (s): 0.37 | learning rate: 3.959E-05 | global batch size: 256 | lm loss: 3.070956E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 686.719 | TFLOPs: 32.05 | 7: iteration 47560/ 60336 | consumed samples: 12175360 | consumed tokens: 24935137280 | elapsed time per iteration (s): 0.37 | learning rate: 3.957E-05 | global batch size: 256 | lm loss: 3.103016E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.262 | TFLOPs: 32.41 | 7: iteration 47570/ 60336 | consumed samples: 12177920 | consumed tokens: 24940380160 | elapsed time per iteration 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60336 | consumed samples: 12193280 | consumed tokens: 24971837440 | elapsed time per iteration (s): 0.38 | learning rate: 3.936E-05 | global batch size: 256 | lm loss: 3.071328E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 682.080 | TFLOPs: 31.84 | 7: iteration 47640/ 60336 | consumed samples: 12195840 | consumed tokens: 24977080320 | elapsed time per iteration (s): 0.37 | learning rate: 3.933E-05 | global batch size: 256 | lm loss: 3.065671E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.933 | TFLOPs: 32.39 | 7: iteration 47650/ 60336 | consumed samples: 12198400 | consumed tokens: 24982323200 | elapsed time per iteration (s): 0.37 | learning rate: 3.930E-05 | global batch size: 256 | lm loss: 3.082365E+00 | grad norm: 0.250 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.549 | TFLOPs: 32.42 | 7: iteration 47660/ 60336 | consumed samples: 12200960 | consumed tokens: 24987566080 | elapsed time per iteration (s): 0.37 | learning rate: 3.927E-05 | global batch size: 256 | lm loss: 3.083410E+00 | grad norm: 0.247 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.030 | TFLOPs: 32.39 | 7: iteration 47670/ 60336 | consumed samples: 12203520 | consumed tokens: 24992808960 | elapsed time per iteration (s): 0.37 | learning rate: 3.924E-05 | global batch size: 256 | lm loss: 3.079747E+00 | grad norm: 0.252 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.365 | TFLOPs: 32.41 | 7: iteration 47680/ 60336 | consumed samples: 12206080 | consumed tokens: 24998051840 | elapsed time per iteration (s): 0.37 | learning rate: 3.921E-05 | global batch size: 256 | lm loss: 3.076986E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.273 | TFLOPs: 32.41 | 7: iteration 47690/ 60336 | consumed samples: 12208640 | consumed tokens: 25003294720 | elapsed time per iteration (s): 0.37 | learning rate: 3.918E-05 | global batch size: 256 | lm loss: 3.073420E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.258 | TFLOPs: 32.41 | 7: iteration 47700/ 60336 | consumed samples: 12211200 | consumed tokens: 25008537600 | elapsed time per iteration (s): 0.37 | learning rate: 3.915E-05 | global batch size: 256 | lm loss: 3.071351E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.365 | TFLOPs: 32.41 | 7: iteration 47710/ 60336 | consumed samples: 12213760 | consumed tokens: 25013780480 | elapsed time per iteration (s): 0.37 | learning rate: 3.913E-05 | global batch size: 256 | lm loss: 3.083423E+00 | grad norm: 0.235 | num 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3.837E-05 | global batch size: 256 | lm loss: 3.068106E+00 | grad norm: 0.245 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.703 | TFLOPs: 32.38 | 7: iteration 47980/ 60336 | consumed samples: 12282880 | consumed tokens: 25155338240 | elapsed time per iteration (s): 0.37 | learning rate: 3.834E-05 | global batch size: 256 | lm loss: 3.082512E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.036 | TFLOPs: 32.40 | 7: iteration 47990/ 60336 | consumed samples: 12285440 | consumed tokens: 25160581120 | elapsed time per iteration (s): 0.37 | learning rate: 3.832E-05 | global batch size: 256 | lm loss: 3.085997E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.824 | TFLOPs: 32.39 | 0: [2023-03-16 14:59:17,075] [INFO] [logging.py:68:log_dist] [Rank 0] step=48000, skipped=0, lr=[3.8287454357959406e-05, 3.8287454357959406e-05, 3.8287454357959406e-05], mom=[(0.9, 0.999), (0.9, 0.999), (0.9, 0.999)] 7: iteration 48000/ 60336 | consumed samples: 12288000 | consumed tokens: 25165824000 | elapsed time per iteration (s): 0.37 | learning rate: 3.829E-05 | global batch size: 256 | lm loss: 3.078932E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.630 | TFLOPs: 32.38 | 0: steps: 48000 loss: 3.0786 iter time (s): 0.369 samples/sec: 694.038 7: ------------------------------------------------------------------------------------------------ 7: validation loss at iteration 48000 | lm loss value: 3.844842E+00 | lm loss PPL: 4.675130E+01 | 7: ------------------------------------------------------------------------------------------------ 0: saving checkpoint at iteration 48000 to checkpoints_146m32b100m 0: [2023-03-16 14:59:17,199] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint 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checkpoints_146m32b100m/global_step48000/bf16_zero_pp_rank_41_mp_rank_00_optim_states.pt 5: [2023-03-16 14:59:17,604] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step48000/bf16_zero_pp_rank_42_mp_rank_00_optim_states.pt 1: [2023-03-16 14:59:17,605] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step48000/bf16_zero_pp_rank_13_mp_rank_00_optim_states.pt. 5: [2023-03-16 14:59:17,604] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step48000/bf16_zero_pp_rank_47_mp_rank_00_optim_states.pt 5: [2023-03-16 14:59:17,604] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step48000/bf16_zero_pp_rank_43_mp_rank_00_optim_states.pt 5: [2023-03-16 14:59:17,604] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved 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[INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step48000 is ready now! 5: [2023-03-16 14:59:17,604] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step48000/bf16_zero_pp_rank_44_mp_rank_00_optim_states.pt. 5: [2023-03-16 14:59:17,604] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step48000 is ready now! 5: [2023-03-16 14:59:17,604] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step48000 is ready now! 1: [2023-03-16 14:59:17,605] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step48000/bf16_zero_pp_rank_13_mp_rank_00_optim_states.pt 5: [2023-03-16 14:59:17,604] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step48000 is ready now! 5: [2023-03-16 14:59:17,605] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step48000/bf16_zero_pp_rank_44_mp_rank_00_optim_states.pt 5: [2023-03-16 14:59:17,605] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step48000 is ready now! 1: [2023-03-16 14:59:17,605] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step48000 is ready now! 0: [2023-03-16 14:59:17,616] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step48000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt 0: [2023-03-16 14:59:17,616] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step48000 is ready now! 1: [2023-03-16 14:59:17,615] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step48000/bf16_zero_pp_rank_8_mp_rank_00_optim_states.pt. 1: [2023-03-16 14:59:17,615] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step48000/bf16_zero_pp_rank_8_mp_rank_00_optim_states.pt 1: [2023-03-16 14:59:17,616] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step48000 is ready now! 1: [2023-03-16 14:59:17,616] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step48000/bf16_zero_pp_rank_14_mp_rank_00_optim_states.pt. 1: [2023-03-16 14:59:17,616] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step48000/bf16_zero_pp_rank_10_mp_rank_00_optim_states.pt. 1: [2023-03-16 14:59:17,616] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step48000/bf16_zero_pp_rank_14_mp_rank_00_optim_states.pt 1: [2023-03-16 14:59:17,616] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step48000/bf16_zero_pp_rank_10_mp_rank_00_optim_states.pt 1: [2023-03-16 14:59:17,616] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step48000 is ready now! 1: [2023-03-16 14:59:17,616] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step48000 is ready now! 1: [2023-03-16 14:59:17,616] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step48000/bf16_zero_pp_rank_12_mp_rank_00_optim_states.pt. 1: [2023-03-16 14:59:17,616] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step48000/bf16_zero_pp_rank_12_mp_rank_00_optim_states.pt 1: [2023-03-16 14:59:17,616] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step48000 is ready now! 1: [2023-03-16 14:59:17,616] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step48000/bf16_zero_pp_rank_11_mp_rank_00_optim_states.pt. 1: [2023-03-16 14:59:17,616] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step48000/bf16_zero_pp_rank_11_mp_rank_00_optim_states.pt 1: [2023-03-16 14:59:17,616] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step48000 is ready now! 0: successfully saved checkpoint at iteration 48000 to checkpoints_146m32b100m 7: time (ms) | save-checkpoint: 427.54 7: iteration 48010/ 60336 | consumed samples: 12290560 | consumed tokens: 25171066880 | elapsed time per iteration (s): 0.42 | learning rate: 3.826E-05 | global batch size: 256 | lm loss: 3.083368E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 604.315 | TFLOPs: 28.21 | 7: iteration 48020/ 60336 | consumed samples: 12293120 | consumed tokens: 25176309760 | elapsed time per iteration (s): 0.37 | learning rate: 3.823E-05 | global batch size: 256 | lm loss: 3.086039E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.998 | TFLOPs: 32.39 | 7: iteration 48030/ 60336 | consumed samples: 12295680 | consumed tokens: 25181552640 | elapsed time per iteration (s): 0.37 | learning rate: 3.820E-05 | global batch size: 256 | lm loss: 3.079501E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.021 | TFLOPs: 32.39 | 7: iteration 48040/ 60336 | consumed samples: 12298240 | consumed tokens: 25186795520 | elapsed time per iteration (s): 0.37 | learning rate: 3.817E-05 | global batch size: 256 | lm loss: 3.070880E+00 | grad norm: 0.250 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.811 | TFLOPs: 32.38 | 7: iteration 48050/ 60336 | consumed samples: 12300800 | consumed tokens: 25192038400 | elapsed time per iteration (s): 0.37 | learning rate: 3.814E-05 | global batch size: 256 | lm loss: 3.078403E+00 | grad norm: 0.253 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.104 | TFLOPs: 32.40 | 7: iteration 48060/ 60336 | consumed samples: 12303360 | consumed tokens: 25197281280 | elapsed time per iteration (s): 0.37 | learning rate: 3.812E-05 | global batch size: 256 | lm loss: 3.090167E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.039 | TFLOPs: 32.40 | 7: iteration 48070/ 60336 | consumed samples: 12305920 | consumed tokens: 25202524160 | elapsed time per iteration (s): 0.37 | learning rate: 3.809E-05 | global batch size: 256 | lm loss: 3.074003E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.991 | TFLOPs: 32.39 | 7: iteration 48080/ 60336 | consumed samples: 12308480 | consumed tokens: 25207767040 | elapsed time per iteration (s): 0.37 | learning rate: 3.806E-05 | global batch size: 256 | lm loss: 3.086405E+00 | grad norm: 0.260 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.608 | TFLOPs: 32.42 | 7: iteration 48090/ 60336 | consumed samples: 12311040 | consumed tokens: 25213009920 | elapsed time per iteration (s): 0.37 | learning rate: 3.803E-05 | global batch size: 256 | lm loss: 3.074508E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.322 | TFLOPs: 32.41 | 7: iteration 48100/ 60336 | consumed samples: 12313600 | consumed tokens: 25218252800 | elapsed time per iteration (s): 0.37 | learning rate: 3.800E-05 | global batch size: 256 | lm loss: 3.054432E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.398 | TFLOPs: 32.41 | 7: iteration 48110/ 60336 | consumed samples: 12316160 | consumed tokens: 25223495680 | elapsed time per iteration (s): 0.37 | learning rate: 3.797E-05 | global batch size: 256 | lm loss: 3.088368E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.988 | TFLOPs: 32.39 | 7: iteration 48120/ 60336 | consumed samples: 12318720 | consumed tokens: 25228738560 | elapsed time per iteration (s): 0.37 | learning rate: 3.795E-05 | global batch size: 256 | lm loss: 3.063284E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.521 | TFLOPs: 32.42 | 7: iteration 48130/ 60336 | consumed samples: 12321280 | consumed tokens: 25233981440 | elapsed time per iteration (s): 0.37 | learning rate: 3.792E-05 | global batch size: 256 | lm loss: 3.077440E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.368 | TFLOPs: 32.41 | 7: iteration 48140/ 60336 | consumed samples: 12323840 | consumed tokens: 25239224320 | elapsed time per iteration (s): 0.37 | learning rate: 3.789E-05 | global batch size: 256 | lm loss: 3.088423E+00 | grad norm: 0.245 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.527 | TFLOPs: 32.42 | 7: iteration 48150/ 60336 | consumed samples: 12326400 | consumed tokens: 25244467200 | elapsed time per iteration (s): 0.37 | learning rate: 3.786E-05 | global batch size: 256 | lm loss: 3.077502E+00 | grad norm: 0.244 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.551 | TFLOPs: 32.42 | 7: iteration 48160/ 60336 | consumed samples: 12328960 | consumed tokens: 25249710080 | elapsed time per iteration (s): 0.37 | learning rate: 3.783E-05 | global batch size: 256 | lm loss: 3.083152E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.293 | TFLOPs: 32.41 | 7: iteration 48170/ 60336 | consumed samples: 12331520 | consumed tokens: 25254952960 | elapsed time per iteration (s): 0.37 | learning rate: 3.780E-05 | global batch size: 256 | lm loss: 3.079212E+00 | grad norm: 0.245 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.334 | TFLOPs: 32.22 | 7: iteration 48180/ 60336 | consumed samples: 12334080 | consumed tokens: 25260195840 | elapsed time per iteration (s): 0.37 | learning rate: 3.778E-05 | global batch size: 256 | lm loss: 3.081538E+00 | grad norm: 0.244 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.068 | TFLOPs: 32.40 | 7: iteration 48190/ 60336 | consumed samples: 12336640 | consumed tokens: 25265438720 | elapsed time per iteration (s): 0.37 | learning rate: 3.775E-05 | global batch size: 256 | lm loss: 3.072071E+00 | grad norm: 0.246 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.679 | TFLOPs: 32.43 | 7: iteration 48200/ 60336 | consumed samples: 12339200 | consumed tokens: 25270681600 | elapsed time per iteration (s): 0.37 | learning rate: 3.772E-05 | global batch size: 256 | lm loss: 3.083467E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.279 | TFLOPs: 32.41 | 7: iteration 48210/ 60336 | consumed samples: 12341760 | consumed tokens: 25275924480 | elapsed time per iteration (s): 0.37 | learning rate: 3.769E-05 | global batch size: 256 | lm loss: 3.068844E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.925 | TFLOPs: 32.39 | 7: iteration 48220/ 60336 | consumed samples: 12344320 | consumed tokens: 25281167360 | elapsed time per iteration (s): 0.37 | learning rate: 3.766E-05 | global batch size: 256 | lm loss: 3.068083E+00 | grad norm: 0.248 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.315 | TFLOPs: 32.41 | 7: iteration 48230/ 60336 | consumed samples: 12346880 | consumed tokens: 25286410240 | elapsed time per iteration (s): 0.37 | learning rate: 3.763E-05 | global batch size: 256 | lm loss: 3.063602E+00 | grad norm: 0.246 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.842 | TFLOPs: 32.39 | 7: iteration 48240/ 60336 | consumed samples: 12349440 | consumed tokens: 25291653120 | elapsed time per iteration (s): 0.37 | learning rate: 3.761E-05 | global batch size: 256 | lm loss: 3.082120E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.213 | TFLOPs: 32.40 | 7: iteration 48250/ 60336 | consumed samples: 12352000 | consumed tokens: 25296896000 | elapsed time per iteration (s): 0.37 | learning rate: 3.758E-05 | global batch size: 256 | lm loss: 3.084442E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.881 | TFLOPs: 32.39 | 7: iteration 48260/ 60336 | consumed samples: 12354560 | consumed tokens: 25302138880 | elapsed time per iteration (s): 0.37 | learning rate: 3.755E-05 | global batch size: 256 | lm loss: 3.064720E+00 | grad norm: 0.246 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.184 | TFLOPs: 32.40 | 7: iteration 48270/ 60336 | consumed samples: 12357120 | consumed tokens: 25307381760 | elapsed time per iteration (s): 0.37 | learning rate: 3.752E-05 | global batch size: 256 | lm loss: 3.066872E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.111 | TFLOPs: 32.40 | 7: iteration 48280/ 60336 | consumed samples: 12359680 | consumed tokens: 25312624640 | elapsed time per iteration (s): 0.37 | learning rate: 3.749E-05 | global batch size: 256 | lm loss: 3.074278E+00 | grad norm: 0.248 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.723 | TFLOPs: 32.38 | 7: iteration 48290/ 60336 | consumed samples: 12362240 | consumed tokens: 25317867520 | elapsed time per iteration (s): 0.37 | learning rate: 3.747E-05 | global batch size: 256 | lm loss: 3.090335E+00 | grad norm: 0.244 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.942 | TFLOPs: 32.39 | 7: iteration 48300/ 60336 | consumed samples: 12364800 | consumed tokens: 25323110400 | elapsed time per iteration (s): 0.37 | learning rate: 3.744E-05 | global batch size: 256 | lm loss: 3.092455E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.024 | TFLOPs: 32.39 | 7: iteration 48310/ 60336 | consumed samples: 12367360 | consumed tokens: 25328353280 | elapsed time per iteration (s): 0.37 | learning rate: 3.741E-05 | global batch size: 256 | lm loss: 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3.733E-05 | global batch size: 256 | lm loss: 3.063800E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.236 | TFLOPs: 32.40 | 7: iteration 48350/ 60336 | consumed samples: 12377600 | consumed tokens: 25349324800 | elapsed time per iteration (s): 0.37 | learning rate: 3.730E-05 | global batch size: 256 | lm loss: 3.075873E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.390 | TFLOPs: 32.41 | 7: iteration 48360/ 60336 | consumed samples: 12380160 | consumed tokens: 25354567680 | elapsed time per iteration (s): 0.37 | learning rate: 3.727E-05 | global batch size: 256 | lm loss: 3.059152E+00 | grad norm: 0.250 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.543 | TFLOPs: 32.42 | 7: iteration 48370/ 60336 | consumed samples: 12382720 | consumed tokens: 25359810560 | elapsed time per iteration (s): 0.37 | learning rate: 3.724E-05 | global batch size: 256 | lm loss: 3.077742E+00 | grad norm: 0.249 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.020 | TFLOPs: 32.39 | 7: iteration 48380/ 60336 | consumed samples: 12385280 | consumed tokens: 25365053440 | elapsed time per iteration (s): 0.37 | learning rate: 3.721E-05 | global batch size: 256 | lm loss: 3.086131E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.126 | TFLOPs: 32.40 | 7: iteration 48390/ 60336 | consumed samples: 12387840 | consumed tokens: 25370296320 | elapsed time per iteration (s): 0.37 | learning rate: 3.719E-05 | global batch size: 256 | lm loss: 3.072991E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.217 | TFLOPs: 32.40 | 7: iteration 48400/ 60336 | consumed samples: 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7: iteration 48430/ 60336 | consumed samples: 12398080 | consumed tokens: 25391267840 | elapsed time per iteration (s): 0.37 | learning rate: 3.708E-05 | global batch size: 256 | lm loss: 3.078318E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.153 | TFLOPs: 32.40 | 7: iteration 48440/ 60336 | consumed samples: 12400640 | consumed tokens: 25396510720 | elapsed time per iteration (s): 0.37 | learning rate: 3.705E-05 | global batch size: 256 | lm loss: 3.091985E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.198 | TFLOPs: 32.40 | 7: iteration 48450/ 60336 | consumed samples: 12403200 | consumed tokens: 25401753600 | elapsed time per iteration (s): 0.37 | learning rate: 3.702E-05 | global batch size: 256 | lm loss: 3.075319E+00 | grad norm: 0.244 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.636 | TFLOPs: 32.42 | 7: iteration 48460/ 60336 | consumed samples: 12405760 | consumed tokens: 25406996480 | elapsed time per iteration (s): 0.37 | learning rate: 3.699E-05 | global batch size: 256 | lm loss: 3.077444E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.096 | TFLOPs: 32.40 | 7: iteration 48470/ 60336 | consumed samples: 12408320 | consumed tokens: 25412239360 | elapsed time per iteration (s): 0.37 | learning rate: 3.697E-05 | global batch size: 256 | lm loss: 3.076082E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.748 | TFLOPs: 32.38 | 7: iteration 48480/ 60336 | consumed samples: 12410880 | consumed tokens: 25417482240 | elapsed time per iteration (s): 0.37 | learning rate: 3.694E-05 | global batch size: 256 | lm loss: 3.073698E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped 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norm: 0.250 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 670.481 | TFLOPs: 31.30 | 7: iteration 48520/ 60336 | consumed samples: 12421120 | consumed tokens: 25438453760 | elapsed time per iteration (s): 0.37 | learning rate: 3.683E-05 | global batch size: 256 | lm loss: 3.081394E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.486 | TFLOPs: 32.37 | 7: iteration 48530/ 60336 | consumed samples: 12423680 | consumed tokens: 25443696640 | elapsed time per iteration (s): 0.37 | learning rate: 3.680E-05 | global batch size: 256 | lm loss: 3.076099E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.862 | TFLOPs: 32.39 | 7: iteration 48540/ 60336 | consumed samples: 12426240 | consumed tokens: 25448939520 | elapsed time per iteration (s): 0.37 | learning rate: 3.677E-05 | global 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number of nan iterations: 0 | samples per second: 694.544 | TFLOPs: 32.42 | 7: iteration 48690/ 60336 | consumed samples: 12464640 | consumed tokens: 25527582720 | elapsed time per iteration (s): 0.37 | learning rate: 3.636E-05 | global batch size: 256 | lm loss: 3.063696E+00 | grad norm: 0.263 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.168 | TFLOPs: 32.40 | 7: iteration 48700/ 60336 | consumed samples: 12467200 | consumed tokens: 25532825600 | elapsed time per iteration (s): 0.37 | learning rate: 3.633E-05 | global batch size: 256 | lm loss: 3.073112E+00 | grad norm: 0.245 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.814 | TFLOPs: 32.38 | 7: iteration 48710/ 60336 | consumed samples: 12469760 | consumed tokens: 25538068480 | elapsed time per iteration (s): 0.37 | learning rate: 3.631E-05 | global batch size: 256 | lm loss: 3.077979E+00 | grad norm: 0.244 | num 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lm loss: 3.072121E+00 | grad norm: 0.244 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.251 | TFLOPs: 32.41 | 7: iteration 48750/ 60336 | consumed samples: 12480000 | consumed tokens: 25559040000 | elapsed time per iteration (s): 0.37 | learning rate: 3.620E-05 | global batch size: 256 | lm loss: 3.075519E+00 | grad norm: 0.245 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.216 | TFLOPs: 32.40 | 7: iteration 48760/ 60336 | consumed samples: 12482560 | consumed tokens: 25564282880 | elapsed time per iteration (s): 0.37 | learning rate: 3.617E-05 | global batch size: 256 | lm loss: 3.073566E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.215 | TFLOPs: 32.40 | 7: iteration 48770/ 60336 | consumed samples: 12485120 | consumed tokens: 25569525760 | elapsed time per iteration (s): 0.37 | 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| TFLOPs: 32.42 | 7: iteration 48860/ 60336 | consumed samples: 12508160 | consumed tokens: 25616711680 | elapsed time per iteration (s): 0.37 | learning rate: 3.590E-05 | global batch size: 256 | lm loss: 3.058696E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.581 | TFLOPs: 32.42 | 7: iteration 48870/ 60336 | consumed samples: 12510720 | consumed tokens: 25621954560 | elapsed time per iteration (s): 0.37 | learning rate: 3.588E-05 | global batch size: 256 | lm loss: 3.081983E+00 | grad norm: 0.246 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.321 | TFLOPs: 32.41 | 7: iteration 48880/ 60336 | consumed samples: 12513280 | consumed tokens: 25627197440 | elapsed time per iteration (s): 0.37 | learning rate: 3.585E-05 | global batch size: 256 | lm loss: 3.076581E+00 | grad norm: 0.252 | num zeros: 0.0 | number of skipped iterations: 0 | number of 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| number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.478 | TFLOPs: 32.42 | 7: iteration 48920/ 60336 | consumed samples: 12523520 | consumed tokens: 25648168960 | elapsed time per iteration (s): 0.37 | learning rate: 3.574E-05 | global batch size: 256 | lm loss: 3.073705E+00 | grad norm: 0.248 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.273 | TFLOPs: 32.27 | 7: iteration 48930/ 60336 | consumed samples: 12526080 | consumed tokens: 25653411840 | elapsed time per iteration (s): 0.37 | learning rate: 3.571E-05 | global batch size: 256 | lm loss: 3.066430E+00 | grad norm: 0.246 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.464 | TFLOPs: 32.42 | 7: iteration 48940/ 60336 | consumed samples: 12528640 | consumed tokens: 25658654720 | elapsed time per iteration (s): 0.37 | learning rate: 3.569E-05 | global batch size: 256 | lm loss: 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3.561E-05 | global batch size: 256 | lm loss: 3.069378E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.075 | TFLOPs: 32.40 | 7: iteration 48980/ 60336 | consumed samples: 12538880 | consumed tokens: 25679626240 | elapsed time per iteration (s): 0.37 | learning rate: 3.558E-05 | global batch size: 256 | lm loss: 3.074694E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.010 | TFLOPs: 32.07 | 7: iteration 48990/ 60336 | consumed samples: 12541440 | consumed tokens: 25684869120 | elapsed time per iteration (s): 0.37 | learning rate: 3.555E-05 | global batch size: 256 | lm loss: 3.077291E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.835 | TFLOPs: 32.39 | 7: iteration 49000/ 60336 | consumed samples: 12544000 | consumed tokens: 25690112000 | elapsed time per iteration (s): 0.37 | learning rate: 3.553E-05 | global batch size: 256 | lm loss: 3.067002E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.435 | TFLOPs: 32.41 | 7: ------------------------------------------------------------------------------------------------ 7: validation loss at iteration 49000 | lm loss value: 3.761407E+00 | lm loss PPL: 4.300889E+01 | 7: ------------------------------------------------------------------------------------------------ 0: saving checkpoint at iteration 49000 to checkpoints_146m32b100m 0: [2023-03-16 15:05:26,944] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step49000 is begin to save! 0: [2023-03-16 15:05:26,948] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100m/global_step49000/layer_01-model_00-model_states.pt... 0: [2023-03-16 15:05:27,036] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved 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checkpoints_146m32b100m/global_step49000/bf16_zero_pp_rank_44_mp_rank_00_optim_states.pt 5: [2023-03-16 15:05:27,326] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step49000 is ready now! 7: [2023-03-16 15:05:27,326] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step49000/bf16_zero_pp_rank_58_mp_rank_00_optim_states.pt. 7: [2023-03-16 15:05:27,326] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step49000/bf16_zero_pp_rank_58_mp_rank_00_optim_states.pt 7: [2023-03-16 15:05:27,326] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step49000 is ready now! 3: [2023-03-16 15:05:27,326] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step49000/bf16_zero_pp_rank_30_mp_rank_00_optim_states.pt. 3: [2023-03-16 15:05:27,326] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step49000/bf16_zero_pp_rank_30_mp_rank_00_optim_states.pt 3: [2023-03-16 15:05:27,326] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step49000 is ready now! 3: [2023-03-16 15:05:27,327] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step49000/bf16_zero_pp_rank_26_mp_rank_00_optim_states.pt. 3: [2023-03-16 15:05:27,327] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step49000/bf16_zero_pp_rank_26_mp_rank_00_optim_states.pt 7: [2023-03-16 15:05:27,327] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step49000/bf16_zero_pp_rank_60_mp_rank_00_optim_states.pt. 3: [2023-03-16 15:05:27,327] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step49000 is ready now! 7: [2023-03-16 15:05:27,327] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved 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[2023-03-16 15:05:27,341] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step49000/bf16_zero_pp_rank_35_mp_rank_00_optim_states.pt. 4: [2023-03-16 15:05:27,341] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step49000/bf16_zero_pp_rank_35_mp_rank_00_optim_states.pt 4: [2023-03-16 15:05:27,341] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step49000 is ready now! 0: successfully saved checkpoint at iteration 49000 to checkpoints_146m32b100m 7: time (ms) | save-checkpoint: 405.10 7: iteration 49010/ 60336 | consumed samples: 12546560 | consumed tokens: 25695354880 | elapsed time per iteration (s): 0.42 | learning rate: 3.550E-05 | global batch size: 256 | lm loss: 3.092110E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 609.840 | TFLOPs: 28.47 | 7: iteration 49020/ 60336 | consumed samples: 12549120 | consumed tokens: 25700597760 | elapsed time per iteration (s): 0.37 | learning rate: 3.547E-05 | global batch size: 256 | lm loss: 3.073497E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.892 | TFLOPs: 32.34 | 7: iteration 49030/ 60336 | consumed samples: 12551680 | consumed tokens: 25705840640 | elapsed time per iteration (s): 0.37 | learning rate: 3.545E-05 | global batch size: 256 | lm loss: 3.065238E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.919 | TFLOPs: 32.34 | 7: iteration 49040/ 60336 | consumed samples: 12554240 | consumed tokens: 25711083520 | elapsed time per iteration (s): 0.37 | learning rate: 3.542E-05 | global batch size: 256 | lm loss: 3.072885E+00 | grad norm: 0.255 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.858 | TFLOPs: 32.34 | 7: iteration 49050/ 60336 | consumed samples: 12556800 | consumed tokens: 25716326400 | elapsed time per iteration (s): 0.37 | learning rate: 3.540E-05 | global batch size: 256 | lm loss: 3.075835E+00 | grad norm: 0.253 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.081 | TFLOPs: 32.35 | 7: iteration 49060/ 60336 | consumed samples: 12559360 | consumed tokens: 25721569280 | elapsed time per iteration (s): 0.37 | learning rate: 3.537E-05 | global batch size: 256 | lm loss: 3.059851E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.240 | TFLOPs: 32.36 | 7: iteration 49070/ 60336 | consumed samples: 12561920 | consumed tokens: 25726812160 | elapsed time per iteration (s): 0.37 | learning rate: 3.534E-05 | global batch size: 256 | lm loss: 3.066885E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.062 | TFLOPs: 32.35 | 7: iteration 49080/ 60336 | consumed samples: 12564480 | consumed tokens: 25732055040 | elapsed time per iteration (s): 0.37 | learning rate: 3.532E-05 | global batch size: 256 | lm loss: 3.081719E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.958 | TFLOPs: 32.34 | 7: iteration 49090/ 60336 | consumed samples: 12567040 | consumed tokens: 25737297920 | elapsed time per iteration (s): 0.37 | learning rate: 3.529E-05 | global batch size: 256 | lm loss: 3.086368E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.125 | TFLOPs: 32.26 | 7: iteration 49100/ 60336 | consumed samples: 12569600 | consumed tokens: 25742540800 | elapsed time per iteration (s): 0.37 | learning rate: 3.526E-05 | global batch size: 256 | lm loss: 3.082589E+00 | grad norm: 0.245 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.025 | TFLOPs: 32.35 | 7: iteration 49110/ 60336 | consumed samples: 12572160 | consumed tokens: 25747783680 | elapsed time per iteration (s): 0.37 | learning rate: 3.524E-05 | global batch size: 256 | lm loss: 3.064926E+00 | grad norm: 0.248 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.930 | TFLOPs: 32.34 | 7: iteration 49120/ 60336 | consumed samples: 12574720 | consumed tokens: 25753026560 | elapsed time per iteration (s): 0.37 | learning rate: 3.521E-05 | global batch size: 256 | lm loss: 3.053162E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.977 | TFLOPs: 32.35 | 7: iteration 49130/ 60336 | consumed samples: 12577280 | consumed tokens: 25758269440 | elapsed time per iteration (s): 0.37 | learning rate: 3.518E-05 | global batch size: 256 | lm loss: 3.070948E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.103 | TFLOPs: 32.35 | 7: iteration 49140/ 60336 | consumed samples: 12579840 | consumed tokens: 25763512320 | elapsed time per iteration (s): 0.37 | learning rate: 3.516E-05 | global batch size: 256 | lm loss: 3.078069E+00 | grad norm: 0.250 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.214 | TFLOPs: 32.36 | 7: iteration 49150/ 60336 | consumed samples: 12582400 | consumed tokens: 25768755200 | elapsed time per iteration (s): 0.37 | learning rate: 3.513E-05 | global batch size: 256 | lm loss: 3.082359E+00 | grad norm: 0.245 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.335 | TFLOPs: 32.36 | 7: iteration 49160/ 60336 | consumed samples: 12584960 | consumed tokens: 25773998080 | elapsed time per iteration (s): 0.37 | learning rate: 3.511E-05 | global batch size: 256 | lm loss: 3.083533E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.989 | TFLOPs: 32.35 | 7: iteration 49170/ 60336 | consumed samples: 12587520 | consumed tokens: 25779240960 | elapsed time per iteration (s): 0.37 | learning rate: 3.508E-05 | global batch size: 256 | lm loss: 3.058721E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.103 | TFLOPs: 32.07 | 7: iteration 49180/ 60336 | consumed samples: 12590080 | consumed tokens: 25784483840 | elapsed time per iteration (s): 0.37 | learning rate: 3.505E-05 | global batch size: 256 | lm loss: 3.079202E+00 | grad norm: 0.246 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.950 | TFLOPs: 32.34 | 7: iteration 49190/ 60336 | consumed samples: 12592640 | consumed tokens: 25789726720 | elapsed time per iteration (s): 0.37 | learning rate: 3.503E-05 | global batch size: 256 | lm loss: 3.068569E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.160 | TFLOPs: 32.35 | 7: iteration 49200/ 60336 | consumed samples: 12595200 | consumed tokens: 25794969600 | elapsed time per iteration (s): 0.37 | learning rate: 3.500E-05 | global batch size: 256 | lm loss: 3.073633E+00 | grad norm: 0.255 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.035 | TFLOPs: 32.35 | 7: iteration 49210/ 60336 | consumed samples: 12597760 | consumed tokens: 25800212480 | elapsed time per iteration (s): 0.37 | learning rate: 3.497E-05 | global batch size: 256 | lm loss: 3.074060E+00 | grad norm: 0.244 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.848 | TFLOPs: 32.34 | 7: iteration 49220/ 60336 | consumed samples: 12600320 | consumed tokens: 25805455360 | elapsed time per iteration (s): 0.37 | learning rate: 3.495E-05 | global batch size: 256 | lm loss: 3.072096E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.124 | TFLOPs: 32.35 | 7: iteration 49230/ 60336 | consumed samples: 12602880 | consumed tokens: 25810698240 | elapsed time per iteration (s): 0.37 | learning rate: 3.492E-05 | global batch size: 256 | lm loss: 3.072216E+00 | grad norm: 0.244 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.747 | TFLOPs: 32.33 | 7: iteration 49240/ 60336 | consumed samples: 12605440 | consumed tokens: 25815941120 | elapsed time per iteration (s): 0.37 | learning rate: 3.490E-05 | global batch size: 256 | lm loss: 3.075174E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.986 | TFLOPs: 32.35 | 7: iteration 49250/ 60336 | consumed samples: 12608000 | consumed tokens: 25821184000 | elapsed time per iteration (s): 0.37 | learning rate: 3.487E-05 | global batch size: 256 | lm loss: 3.058030E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.007 | TFLOPs: 32.21 | 7: iteration 49260/ 60336 | consumed samples: 12610560 | consumed tokens: 25826426880 | elapsed time per iteration (s): 0.37 | learning rate: 3.484E-05 | global batch size: 256 | lm loss: 3.079662E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.223 | TFLOPs: 32.40 | 7: iteration 49270/ 60336 | consumed samples: 12613120 | consumed tokens: 25831669760 | elapsed time per iteration (s): 0.37 | learning rate: 3.482E-05 | global batch size: 256 | lm loss: 3.069955E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.466 | TFLOPs: 32.37 | 7: iteration 49280/ 60336 | consumed samples: 12615680 | consumed tokens: 25836912640 | elapsed time per iteration (s): 0.37 | learning rate: 3.479E-05 | global batch size: 256 | lm loss: 3.073071E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.332 | TFLOPs: 32.36 | 7: iteration 49290/ 60336 | consumed samples: 12618240 | consumed tokens: 25842155520 | elapsed time per iteration (s): 0.37 | learning rate: 3.477E-05 | global batch size: 256 | lm loss: 3.071797E+00 | grad norm: 0.247 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.618 | TFLOPs: 32.38 | 7: iteration 49300/ 60336 | consumed samples: 12620800 | consumed tokens: 25847398400 | elapsed time per iteration (s): 0.37 | learning rate: 3.474E-05 | global batch size: 256 | lm loss: 3.070515E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.797 | TFLOPs: 32.38 | 7: iteration 49310/ 60336 | consumed samples: 12623360 | consumed tokens: 25852641280 | elapsed time per iteration (s): 0.37 | learning rate: 3.471E-05 | global batch size: 256 | lm loss: 3.074228E+00 | grad norm: 0.248 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.809 | TFLOPs: 32.38 | 7: iteration 49320/ 60336 | consumed samples: 12625920 | consumed tokens: 25857884160 | elapsed time per iteration (s): 0.37 | learning rate: 3.469E-05 | global batch size: 256 | lm loss: 3.065222E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.828 | TFLOPs: 32.39 | 7: iteration 49330/ 60336 | consumed samples: 12628480 | consumed tokens: 25863127040 | elapsed time per iteration (s): 0.37 | learning rate: 3.466E-05 | global batch size: 256 | lm loss: 3.058856E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.612 | TFLOPs: 32.38 | 7: iteration 49340/ 60336 | consumed samples: 12631040 | consumed tokens: 25868369920 | elapsed time per iteration (s): 0.37 | learning rate: 3.464E-05 | global batch size: 256 | lm loss: 3.066065E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.389 | TFLOPs: 32.41 | 7: iteration 49350/ 60336 | consumed samples: 12633600 | consumed tokens: 25873612800 | elapsed time per iteration (s): 0.37 | learning rate: 3.461E-05 | global batch size: 256 | lm loss: 3.068770E+00 | grad norm: 0.244 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.119 | TFLOPs: 32.40 | 7: iteration 49360/ 60336 | consumed samples: 12636160 | consumed tokens: 25878855680 | elapsed time per iteration (s): 0.37 | learning rate: 3.458E-05 | global batch size: 256 | lm loss: 3.080262E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.855 | TFLOPs: 32.39 | 7: iteration 49370/ 60336 | consumed samples: 12638720 | consumed tokens: 25884098560 | elapsed time per iteration (s): 0.37 | learning rate: 3.456E-05 | global batch size: 256 | lm loss: 3.074700E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.633 | TFLOPs: 32.38 | 7: iteration 49380/ 60336 | consumed samples: 12641280 | consumed tokens: 25889341440 | elapsed time per iteration (s): 0.37 | learning rate: 3.453E-05 | global batch size: 256 | lm loss: 3.066054E+00 | grad norm: 0.245 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.631 | TFLOPs: 32.38 | 7: iteration 49390/ 60336 | consumed samples: 12643840 | consumed tokens: 25894584320 | elapsed time per iteration (s): 0.37 | learning rate: 3.451E-05 | global batch size: 256 | lm loss: 3.078705E+00 | grad norm: 0.247 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.229 | TFLOPs: 32.40 | 7: iteration 49400/ 60336 | consumed samples: 12646400 | consumed tokens: 25899827200 | elapsed time per iteration (s): 0.37 | learning rate: 3.448E-05 | global batch size: 256 | lm loss: 3.085960E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.336 | TFLOPs: 32.36 | 7: iteration 49410/ 60336 | consumed samples: 12648960 | consumed tokens: 25905070080 | elapsed time per iteration (s): 0.37 | learning rate: 3.446E-05 | global batch size: 256 | lm loss: 3.074678E+00 | grad norm: 0.245 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.955 | TFLOPs: 32.39 | 7: iteration 49420/ 60336 | consumed samples: 12651520 | consumed tokens: 25910312960 | elapsed time per iteration (s): 0.37 | learning rate: 3.443E-05 | global batch size: 256 | lm loss: 3.091554E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.539 | TFLOPs: 32.37 | 7: iteration 49430/ 60336 | consumed samples: 12654080 | consumed tokens: 25915555840 | elapsed time per iteration (s): 0.37 | learning rate: 3.440E-05 | global batch size: 256 | lm loss: 3.065640E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.687 | TFLOPs: 32.38 | 7: iteration 49440/ 60336 | consumed samples: 12656640 | consumed tokens: 25920798720 | elapsed time per iteration (s): 0.37 | learning rate: 3.438E-05 | global batch size: 256 | lm loss: 3.059724E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.271 | TFLOPs: 32.36 | 7: iteration 49450/ 60336 | consumed samples: 12659200 | consumed tokens: 25926041600 | elapsed time per iteration (s): 0.37 | learning rate: 3.435E-05 | global batch size: 256 | lm loss: 3.075675E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.886 | TFLOPs: 32.39 | 7: iteration 49460/ 60336 | consumed samples: 12661760 | consumed tokens: 25931284480 | elapsed time per iteration (s): 0.37 | learning rate: 3.433E-05 | global batch size: 256 | lm loss: 3.073856E+00 | grad norm: 0.246 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.573 | TFLOPs: 32.37 | 7: iteration 49470/ 60336 | consumed samples: 12664320 | consumed tokens: 25936527360 | elapsed time per iteration (s): 0.37 | learning rate: 3.430E-05 | global batch size: 256 | lm loss: 3.073538E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.362 | TFLOPs: 32.36 | 7: iteration 49480/ 60336 | consumed samples: 12666880 | consumed tokens: 25941770240 | elapsed time per iteration (s): 0.38 | learning rate: 3.428E-05 | global batch size: 256 | lm loss: 3.067285E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 681.793 | TFLOPs: 31.82 | 7: iteration 49490/ 60336 | consumed samples: 12669440 | consumed tokens: 25947013120 | elapsed time per iteration (s): 0.37 | learning rate: 3.425E-05 | global batch size: 256 | lm loss: 3.068098E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.988 | TFLOPs: 32.39 | 7: iteration 49500/ 60336 | consumed samples: 12672000 | consumed tokens: 25952256000 | elapsed time per iteration (s): 0.37 | learning rate: 3.422E-05 | global batch size: 256 | lm loss: 3.058814E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.061 | TFLOPs: 32.40 | 7: iteration 49510/ 60336 | consumed samples: 12674560 | consumed tokens: 25957498880 | elapsed time per iteration (s): 0.37 | learning rate: 3.420E-05 | global batch size: 256 | lm loss: 3.075448E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.665 | TFLOPs: 32.38 | 7: iteration 49520/ 60336 | consumed samples: 12677120 | consumed tokens: 25962741760 | elapsed time per iteration (s): 0.37 | learning rate: 3.417E-05 | global batch size: 256 | lm loss: 3.061008E+00 | grad norm: 0.246 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.562 | TFLOPs: 32.37 | 7: iteration 49530/ 60336 | consumed samples: 12679680 | consumed tokens: 25967984640 | elapsed time per iteration (s): 0.37 | learning rate: 3.415E-05 | global batch size: 256 | lm loss: 3.076222E+00 | grad norm: 0.252 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.864 | TFLOPs: 32.39 | 7: iteration 49540/ 60336 | consumed samples: 12682240 | consumed tokens: 25973227520 | elapsed time per iteration (s): 0.37 | learning rate: 3.412E-05 | global batch size: 256 | lm loss: 3.084631E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.895 | TFLOPs: 32.39 | 7: iteration 49550/ 60336 | consumed samples: 12684800 | consumed tokens: 25978470400 | elapsed time per iteration (s): 0.37 | learning rate: 3.410E-05 | global batch size: 256 | lm loss: 3.067879E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.623 | TFLOPs: 32.38 | 7: iteration 49560/ 60336 | consumed samples: 12687360 | consumed tokens: 25983713280 | elapsed time per iteration (s): 0.37 | learning rate: 3.407E-05 | global batch size: 256 | lm loss: 3.068559E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.739 | TFLOPs: 32.38 | 7: iteration 49570/ 60336 | consumed samples: 12689920 | consumed tokens: 25988956160 | elapsed time per iteration (s): 0.37 | learning rate: 3.405E-05 | global batch size: 256 | lm loss: 3.061575E+00 | grad norm: 0.247 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.403 | TFLOPs: 32.37 | 7: iteration 49580/ 60336 | consumed samples: 12692480 | consumed tokens: 25994199040 | elapsed time per iteration (s): 0.37 | learning rate: 3.402E-05 | global batch size: 256 | lm loss: 3.057488E+00 | grad norm: 0.247 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.810 | TFLOPs: 32.38 | 7: iteration 49590/ 60336 | consumed samples: 12695040 | consumed tokens: 25999441920 | elapsed time per iteration (s): 0.37 | learning rate: 3.400E-05 | global batch size: 256 | lm loss: 3.065539E+00 | grad norm: 0.244 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.977 | TFLOPs: 32.39 | 7: iteration 49600/ 60336 | consumed samples: 12697600 | consumed tokens: 26004684800 | elapsed time per iteration (s): 0.37 | learning rate: 3.397E-05 | global batch size: 256 | lm loss: 3.067994E+00 | grad norm: 0.249 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.857 | TFLOPs: 32.39 | 7: iteration 49610/ 60336 | consumed samples: 12700160 | consumed tokens: 26009927680 | elapsed time per iteration (s): 0.37 | learning rate: 3.395E-05 | global batch size: 256 | lm loss: 3.065784E+00 | grad norm: 0.256 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.767 | TFLOPs: 32.38 | 7: iteration 49620/ 60336 | consumed samples: 12702720 | consumed tokens: 26015170560 | elapsed time per iteration (s): 0.37 | learning rate: 3.392E-05 | global batch size: 256 | lm loss: 3.073914E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.239 | TFLOPs: 32.40 | 7: iteration 49630/ 60336 | consumed samples: 12705280 | consumed tokens: 26020413440 | elapsed time per iteration (s): 0.37 | learning rate: 3.389E-05 | global batch size: 256 | lm loss: 3.071517E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.204 | TFLOPs: 32.36 | 7: iteration 49640/ 60336 | consumed samples: 12707840 | consumed tokens: 26025656320 | elapsed time per iteration (s): 0.37 | learning rate: 3.387E-05 | global batch size: 256 | lm loss: 3.066189E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 684.055 | TFLOPs: 31.93 | 7: iteration 49650/ 60336 | consumed samples: 12710400 | consumed tokens: 26030899200 | elapsed time per iteration (s): 0.37 | learning rate: 3.384E-05 | global batch size: 256 | lm loss: 3.065581E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.482 | TFLOPs: 32.14 | 7: iteration 49660/ 60336 | consumed samples: 12712960 | consumed tokens: 26036142080 | elapsed time per iteration (s): 0.37 | learning rate: 3.382E-05 | global batch size: 256 | lm loss: 3.072559E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.205 | TFLOPs: 32.36 | 7: iteration 49670/ 60336 | consumed samples: 12715520 | consumed tokens: 26041384960 | elapsed time per iteration (s): 0.37 | learning rate: 3.379E-05 | global batch size: 256 | lm loss: 3.074524E+00 | grad norm: 0.245 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.129 | TFLOPs: 32.40 | 7: iteration 49680/ 60336 | consumed samples: 12718080 | consumed tokens: 26046627840 | elapsed time per iteration (s): 0.37 | learning rate: 3.377E-05 | global batch size: 256 | lm loss: 3.067507E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.229 | TFLOPs: 32.40 | 7: iteration 49690/ 60336 | consumed samples: 12720640 | consumed tokens: 26051870720 | elapsed time per iteration (s): 0.37 | learning rate: 3.374E-05 | global batch size: 256 | lm loss: 3.056819E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.220 | TFLOPs: 32.40 | 7: iteration 49700/ 60336 | consumed samples: 12723200 | consumed tokens: 26057113600 | elapsed time per iteration (s): 0.37 | learning rate: 3.372E-05 | global batch size: 256 | lm loss: 3.073344E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of 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| number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.599 | TFLOPs: 32.42 | 7: iteration 49740/ 60336 | consumed samples: 12733440 | consumed tokens: 26078085120 | elapsed time per iteration (s): 0.37 | learning rate: 3.362E-05 | global batch size: 256 | lm loss: 3.069933E+00 | grad norm: 0.249 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.022 | TFLOPs: 32.30 | 7: iteration 49750/ 60336 | consumed samples: 12736000 | consumed tokens: 26083328000 | elapsed time per iteration (s): 0.37 | learning rate: 3.359E-05 | global batch size: 256 | lm loss: 3.070998E+00 | grad norm: 0.244 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.533 | TFLOPs: 32.42 | 7: iteration 49760/ 60336 | consumed samples: 12738560 | consumed tokens: 26088570880 | elapsed time per iteration (s): 0.37 | learning rate: 3.357E-05 | global batch size: 256 | lm loss: 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iterations: 0 | number of nan iterations: 0 | samples per second: 694.795 | TFLOPs: 32.43 | 7: iteration 49940/ 60336 | consumed samples: 12784640 | consumed tokens: 26182942720 | elapsed time per iteration (s): 0.37 | learning rate: 3.312E-05 | global batch size: 256 | lm loss: 3.079974E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.266 | TFLOPs: 32.45 | 7: iteration 49950/ 60336 | consumed samples: 12787200 | consumed tokens: 26188185600 | elapsed time per iteration (s): 0.37 | learning rate: 3.310E-05 | global batch size: 256 | lm loss: 3.067945E+00 | grad norm: 0.253 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.064 | TFLOPs: 32.44 | 7: iteration 49960/ 60336 | consumed samples: 12789760 | consumed tokens: 26193428480 | elapsed time per iteration (s): 0.37 | learning rate: 3.307E-05 | global batch size: 256 | lm loss: 3.077467E+00 | grad norm: 0.249 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.091 | TFLOPs: 32.44 | 7: iteration 49970/ 60336 | consumed samples: 12792320 | consumed tokens: 26198671360 | elapsed time per iteration (s): 0.37 | learning rate: 3.305E-05 | global batch size: 256 | lm loss: 3.068433E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.832 | TFLOPs: 32.43 | 7: iteration 49980/ 60336 | consumed samples: 12794880 | consumed tokens: 26203914240 | elapsed time per iteration (s): 0.37 | learning rate: 3.302E-05 | global batch size: 256 | lm loss: 3.069170E+00 | grad norm: 0.244 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.548 | TFLOPs: 32.42 | 7: iteration 49990/ 60336 | consumed samples: 12797440 | consumed tokens: 26209157120 | elapsed time per iteration (s): 0.37 | learning rate: 3.300E-05 | global batch size: 256 | lm loss: 3.074430E+00 | grad norm: 0.248 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.467 | TFLOPs: 32.42 | 0: [2023-03-16 15:11:36,521] [INFO] [logging.py:68:log_dist] [Rank 0] step=50000, skipped=0, lr=[3.297410209986627e-05, 3.297410209986627e-05, 3.297410209986627e-05], mom=[(0.9, 0.999), (0.9, 0.999), (0.9, 0.999)] 7: iteration 50000/ 60336 | consumed samples: 12800000 | consumed tokens: 26214400000 | elapsed time per iteration (s): 0.37 | learning rate: 3.297E-05 | global batch size: 256 | lm loss: 3.086279E+00 | grad norm: 0.245 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.356 | TFLOPs: 32.41 | 0: steps: 50000 loss: 3.0573 iter time (s): 0.368 samples/sec: 696.131 7: ------------------------------------------------------------------------------------------------ 7: validation loss at iteration 50000 | lm loss value: 3.770543E+00 | lm loss PPL: 4.340362E+01 | 7: ------------------------------------------------------------------------------------------------ 0: saving checkpoint at iteration 50000 to checkpoints_146m32b100m 0: [2023-03-16 15:11:36,646] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step50000 is begin to save! 0: [2023-03-16 15:11:36,650] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100m/global_step50000/layer_01-model_00-model_states.pt... 0: [2023-03-16 15:11:36,743] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step50000/layer_01-model_00-model_states.pt. 0: [2023-03-16 15:11:36,744] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100m/global_step50000/layer_03-model_00-model_states.pt... 0: [2023-03-16 15:11:36,760] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step50000/layer_03-model_00-model_states.pt. 0: [2023-03-16 15:11:36,761] 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[engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step50000/bf16_zero_pp_rank_29_mp_rank_00_optim_states.pt 3: [2023-03-16 15:11:37,039] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step50000 is ready now! 0: [2023-03-16 15:11:37,039] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step50000/bf16_zero_pp_rank_1_mp_rank_00_optim_states.pt. 0: [2023-03-16 15:11:37,039] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step50000/bf16_zero_pp_rank_1_mp_rank_00_optim_states.pt 0: [2023-03-16 15:11:37,039] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step50000 is ready now! 4: [2023-03-16 15:11:37,039] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step50000/bf16_zero_pp_rank_38_mp_rank_00_optim_states.pt. 4: [2023-03-16 15:11:37,039] [INFO] 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checkpoints_146m32b100m/global_step50000/bf16_zero_pp_rank_34_mp_rank_00_optim_states.pt. 4: [2023-03-16 15:11:37,040] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step50000 is ready now! 4: [2023-03-16 15:11:37,040] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step50000/bf16_zero_pp_rank_34_mp_rank_00_optim_states.pt 4: [2023-03-16 15:11:37,040] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step50000/bf16_zero_pp_rank_35_mp_rank_00_optim_states.pt 4: [2023-03-16 15:11:37,040] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step50000 is ready now! 4: [2023-03-16 15:11:37,040] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step50000 is ready now! 6: [2023-03-16 15:11:37,040] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step50000/bf16_zero_pp_rank_48_mp_rank_00_optim_states.pt. 6: [2023-03-16 15:11:37,040] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step50000/bf16_zero_pp_rank_48_mp_rank_00_optim_states.pt 6: [2023-03-16 15:11:37,040] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step50000 is ready now! 6: [2023-03-16 15:11:37,040] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step50000/bf16_zero_pp_rank_55_mp_rank_00_optim_states.pt. 6: [2023-03-16 15:11:37,040] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step50000/bf16_zero_pp_rank_55_mp_rank_00_optim_states.pt 6: [2023-03-16 15:11:37,040] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step50000 is ready now! 6: [2023-03-16 15:11:37,040] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved 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1: [2023-03-16 15:11:37,038] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step50000/bf16_zero_pp_rank_12_mp_rank_00_optim_states.pt 3: [2023-03-16 15:11:37,040] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step50000/bf16_zero_pp_rank_31_mp_rank_00_optim_states.pt 6: [2023-03-16 15:11:37,040] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step50000 is ready now! 1: [2023-03-16 15:11:37,038] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step50000 is ready now! 1: [2023-03-16 15:11:37,038] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step50000 is ready now! 1: [2023-03-16 15:11:37,038] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step50000/bf16_zero_pp_rank_8_mp_rank_00_optim_states.pt. 1: [2023-03-16 15:11:37,038] [INFO] 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bf16_zero checkpoint saved checkpoints_146m32b100m/global_step50000/bf16_zero_pp_rank_45_mp_rank_00_optim_states.pt 5: [2023-03-16 15:11:37,051] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step50000 is ready now! 5: [2023-03-16 15:11:37,051] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step50000/bf16_zero_pp_rank_40_mp_rank_00_optim_states.pt 5: [2023-03-16 15:11:37,051] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step50000 is ready now! 5: [2023-03-16 15:11:37,051] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step50000 is ready now! 5: [2023-03-16 15:11:37,051] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step50000 is ready now! 5: [2023-03-16 15:11:37,051] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step50000/bf16_zero_pp_rank_41_mp_rank_00_optim_states.pt 5: 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checkpoints_146m32b100m/global_step50000/bf16_zero_pp_rank_16_mp_rank_00_optim_states.pt. 2: [2023-03-16 15:11:37,053] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step50000/bf16_zero_pp_rank_20_mp_rank_00_optim_states.pt. 2: [2023-03-16 15:11:37,053] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step50000 is ready now! 2: [2023-03-16 15:11:37,053] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step50000/bf16_zero_pp_rank_21_mp_rank_00_optim_states.pt. 2: [2023-03-16 15:11:37,053] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step50000/bf16_zero_pp_rank_18_mp_rank_00_optim_states.pt 2: [2023-03-16 15:11:37,053] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step50000/bf16_zero_pp_rank_16_mp_rank_00_optim_states.pt 2: [2023-03-16 15:11:37,053] [INFO] 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checkpoints_146m32b100m/global_step50000/bf16_zero_pp_rank_6_mp_rank_00_optim_states.pt. 0: [2023-03-16 15:11:37,053] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step50000/bf16_zero_pp_rank_7_mp_rank_00_optim_states.pt. 0: [2023-03-16 15:11:37,053] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step50000/bf16_zero_pp_rank_5_mp_rank_00_optim_states.pt. 0: [2023-03-16 15:11:37,053] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step50000/bf16_zero_pp_rank_6_mp_rank_00_optim_states.pt 0: [2023-03-16 15:11:37,053] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step50000/bf16_zero_pp_rank_7_mp_rank_00_optim_states.pt 0: [2023-03-16 15:11:37,053] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step50000/bf16_zero_pp_rank_5_mp_rank_00_optim_states.pt 0: [2023-03-16 15:11:37,053] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step50000 is ready now! 0: [2023-03-16 15:11:37,053] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step50000 is ready now! 0: [2023-03-16 15:11:37,053] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step50000 is ready now! 5: [2023-03-16 15:11:37,054] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step50000/bf16_zero_pp_rank_43_mp_rank_00_optim_states.pt. 5: [2023-03-16 15:11:37,054] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step50000/bf16_zero_pp_rank_43_mp_rank_00_optim_states.pt 5: [2023-03-16 15:11:37,054] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step50000 is ready now! 0: [2023-03-16 15:11:37,063] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step50000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt 0: [2023-03-16 15:11:37,063] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step50000 is ready now! 7: [2023-03-16 15:11:37,072] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step50000/bf16_zero_pp_rank_59_mp_rank_00_optim_states.pt. 7: [2023-03-16 15:11:37,072] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step50000/bf16_zero_pp_rank_56_mp_rank_00_optim_states.pt. 7: [2023-03-16 15:11:37,072] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step50000/bf16_zero_pp_rank_60_mp_rank_00_optim_states.pt. 7: [2023-03-16 15:11:37,072] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step50000/bf16_zero_pp_rank_63_mp_rank_00_optim_states.pt. 7: [2023-03-16 15:11:37,072] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step50000/bf16_zero_pp_rank_57_mp_rank_00_optim_states.pt. 7: [2023-03-16 15:11:37,072] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step50000/bf16_zero_pp_rank_62_mp_rank_00_optim_states.pt. 7: [2023-03-16 15:11:37,072] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step50000/bf16_zero_pp_rank_59_mp_rank_00_optim_states.pt 7: [2023-03-16 15:11:37,072] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step50000/bf16_zero_pp_rank_58_mp_rank_00_optim_states.pt. 7: [2023-03-16 15:11:37,072] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step50000/bf16_zero_pp_rank_61_mp_rank_00_optim_states.pt. 7: [2023-03-16 15:11:37,072] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step50000/bf16_zero_pp_rank_60_mp_rank_00_optim_states.pt 7: [2023-03-16 15:11:37,072] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step50000/bf16_zero_pp_rank_63_mp_rank_00_optim_states.pt 7: [2023-03-16 15:11:37,072] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step50000/bf16_zero_pp_rank_56_mp_rank_00_optim_states.pt 7: [2023-03-16 15:11:37,072] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step50000 is ready now! 7: [2023-03-16 15:11:37,072] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step50000/bf16_zero_pp_rank_57_mp_rank_00_optim_states.pt 7: [2023-03-16 15:11:37,072] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step50000 is ready now! 7: [2023-03-16 15:11:37,072] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step50000 is ready now! 7: [2023-03-16 15:11:37,072] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step50000/bf16_zero_pp_rank_62_mp_rank_00_optim_states.pt 7: [2023-03-16 15:11:37,072] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step50000 is ready now! 7: [2023-03-16 15:11:37,072] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step50000/bf16_zero_pp_rank_58_mp_rank_00_optim_states.pt 7: [2023-03-16 15:11:37,072] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step50000/bf16_zero_pp_rank_61_mp_rank_00_optim_states.pt 7: [2023-03-16 15:11:37,072] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step50000 is ready now! 7: [2023-03-16 15:11:37,072] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step50000 is ready now! 7: [2023-03-16 15:11:37,072] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step50000 is ready now! 7: [2023-03-16 15:11:37,072] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step50000 is ready now! 0: successfully saved checkpoint at iteration 50000 to checkpoints_146m32b100m 7: time (ms) | save-checkpoint: 434.28 7: iteration 50010/ 60336 | consumed samples: 12802560 | consumed tokens: 26219642880 | elapsed time per iteration (s): 0.42 | learning rate: 3.295E-05 | global batch size: 256 | lm loss: 3.071707E+00 | grad norm: 0.245 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 605.062 | TFLOPs: 28.24 | 7: iteration 50020/ 60336 | consumed samples: 12805120 | consumed tokens: 26224885760 | elapsed time per iteration (s): 0.37 | learning rate: 3.293E-05 | global batch size: 256 | lm loss: 3.079633E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.307 | TFLOPs: 32.41 | 7: iteration 50030/ 60336 | consumed samples: 12807680 | consumed tokens: 26230128640 | elapsed time per iteration (s): 0.37 | learning rate: 3.290E-05 | global batch size: 256 | lm loss: 3.071668E+00 | grad norm: 0.249 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.026 | TFLOPs: 32.39 | 7: iteration 50040/ 60336 | consumed samples: 12810240 | consumed tokens: 26235371520 | elapsed time per iteration (s): 0.37 | learning rate: 3.288E-05 | global batch size: 256 | lm loss: 3.067337E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.179 | TFLOPs: 32.40 | 7: iteration 50050/ 60336 | consumed samples: 12812800 | consumed tokens: 26240614400 | elapsed time per iteration (s): 0.37 | learning rate: 3.285E-05 | global batch size: 256 | lm loss: 3.081336E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.459 | TFLOPs: 32.41 | 7: iteration 50060/ 60336 | consumed samples: 12815360 | consumed tokens: 26245857280 | elapsed time per iteration (s): 0.37 | learning rate: 3.283E-05 | global batch size: 256 | lm loss: 3.072064E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.651 | TFLOPs: 32.42 | 7: iteration 50070/ 60336 | consumed samples: 12817920 | consumed tokens: 26251100160 | elapsed time per iteration (s): 0.37 | learning rate: 3.280E-05 | global batch size: 256 | lm loss: 3.068306E+00 | grad norm: 0.274 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.237 | TFLOPs: 32.12 | 7: iteration 50080/ 60336 | consumed samples: 12820480 | consumed tokens: 26256343040 | elapsed time per iteration (s): 0.37 | learning rate: 3.278E-05 | global batch size: 256 | lm loss: 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3.271E-05 | global batch size: 256 | lm loss: 3.073759E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.309 | TFLOPs: 32.41 | 7: iteration 50120/ 60336 | consumed samples: 12830720 | consumed tokens: 26277314560 | elapsed time per iteration (s): 0.37 | learning rate: 3.268E-05 | global batch size: 256 | lm loss: 3.081110E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.002 | TFLOPs: 32.39 | 7: iteration 50130/ 60336 | consumed samples: 12833280 | consumed tokens: 26282557440 | elapsed time per iteration (s): 0.37 | learning rate: 3.266E-05 | global batch size: 256 | lm loss: 3.070900E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.130 | TFLOPs: 32.40 | 7: iteration 50140/ 60336 | consumed samples: 12835840 | consumed tokens: 26287800320 | elapsed time per iteration (s): 0.37 | learning rate: 3.263E-05 | global batch size: 256 | lm loss: 3.071441E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.969 | TFLOPs: 32.39 | 7: iteration 50150/ 60336 | consumed samples: 12838400 | consumed tokens: 26293043200 | elapsed time per iteration (s): 0.37 | learning rate: 3.261E-05 | global batch size: 256 | lm loss: 3.071968E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.325 | TFLOPs: 32.41 | 7: iteration 50160/ 60336 | consumed samples: 12840960 | consumed tokens: 26298286080 | elapsed time per iteration (s): 0.37 | learning rate: 3.259E-05 | global batch size: 256 | lm loss: 3.071885E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.166 | TFLOPs: 32.40 | 7: iteration 50170/ 60336 | consumed samples: 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7: iteration 50200/ 60336 | consumed samples: 12851200 | consumed tokens: 26319257600 | elapsed time per iteration (s): 0.37 | learning rate: 3.249E-05 | global batch size: 256 | lm loss: 3.064986E+00 | grad norm: 0.244 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.565 | TFLOPs: 32.23 | 7: iteration 50210/ 60336 | consumed samples: 12853760 | consumed tokens: 26324500480 | elapsed time per iteration (s): 0.37 | learning rate: 3.246E-05 | global batch size: 256 | lm loss: 3.070667E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.749 | TFLOPs: 32.38 | 7: iteration 50220/ 60336 | consumed samples: 12856320 | consumed tokens: 26329743360 | elapsed time per iteration (s): 0.37 | learning rate: 3.244E-05 | global batch size: 256 | lm loss: 3.065318E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.624 | TFLOPs: 32.38 | 7: iteration 50230/ 60336 | consumed samples: 12858880 | consumed tokens: 26334986240 | elapsed time per iteration (s): 0.37 | learning rate: 3.242E-05 | global batch size: 256 | lm loss: 3.053061E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.330 | TFLOPs: 32.41 | 7: iteration 50240/ 60336 | consumed samples: 12861440 | consumed tokens: 26340229120 | elapsed time per iteration (s): 0.37 | learning rate: 3.239E-05 | global batch size: 256 | lm loss: 3.054405E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.077 | TFLOPs: 32.40 | 7: iteration 50250/ 60336 | consumed samples: 12864000 | consumed tokens: 26345472000 | elapsed time per iteration (s): 0.37 | learning rate: 3.237E-05 | global batch size: 256 | lm loss: 3.078012E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.098 | TFLOPs: 32.40 | 7: iteration 50260/ 60336 | consumed samples: 12866560 | consumed tokens: 26350714880 | elapsed time per iteration (s): 0.37 | learning rate: 3.234E-05 | global batch size: 256 | lm loss: 3.061272E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.499 | TFLOPs: 32.42 | 7: iteration 50270/ 60336 | consumed samples: 12869120 | consumed tokens: 26355957760 | elapsed time per iteration (s): 0.37 | learning rate: 3.232E-05 | global batch size: 256 | lm loss: 3.065423E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.517 | TFLOPs: 32.42 | 7: iteration 50280/ 60336 | consumed samples: 12871680 | consumed tokens: 26361200640 | elapsed time per iteration (s): 0.37 | learning rate: 3.230E-05 | global batch size: 256 | lm loss: 3.069873E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.408 | TFLOPs: 32.37 | 7: iteration 50290/ 60336 | consumed samples: 12874240 | consumed tokens: 26366443520 | elapsed time per iteration (s): 0.37 | learning rate: 3.227E-05 | global batch size: 256 | lm loss: 3.068288E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.065 | TFLOPs: 32.40 | 7: iteration 50300/ 60336 | consumed samples: 12876800 | consumed tokens: 26371686400 | elapsed time per iteration (s): 0.37 | learning rate: 3.225E-05 | global batch size: 256 | lm loss: 3.067879E+00 | grad norm: 0.248 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.484 | TFLOPs: 32.42 | 7: iteration 50310/ 60336 | consumed samples: 12879360 | consumed tokens: 26376929280 | elapsed time per iteration (s): 0.37 | learning rate: 3.223E-05 | global batch size: 256 | lm loss: 3.065759E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.357 | TFLOPs: 32.41 | 7: iteration 50320/ 60336 | consumed samples: 12881920 | consumed tokens: 26382172160 | elapsed time per iteration (s): 0.37 | learning rate: 3.220E-05 | global batch size: 256 | lm loss: 3.065333E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.595 | TFLOPs: 32.42 | 7: iteration 50330/ 60336 | consumed samples: 12884480 | consumed tokens: 26387415040 | elapsed time per iteration (s): 0.37 | learning rate: 3.218E-05 | global batch size: 256 | lm loss: 3.078655E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.489 | TFLOPs: 32.42 | 7: iteration 50340/ 60336 | consumed samples: 12887040 | consumed tokens: 26392657920 | elapsed time per iteration (s): 0.37 | learning rate: 3.215E-05 | global batch size: 256 | lm loss: 3.074019E+00 | grad norm: 0.244 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.300 | TFLOPs: 32.41 | 7: iteration 50350/ 60336 | consumed samples: 12889600 | consumed tokens: 26397900800 | elapsed time per iteration (s): 0.37 | learning rate: 3.213E-05 | global batch size: 256 | lm loss: 3.069688E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.713 | TFLOPs: 32.38 | 7: iteration 50360/ 60336 | consumed samples: 12892160 | consumed tokens: 26403143680 | elapsed time per iteration (s): 0.37 | learning rate: 3.211E-05 | global batch size: 256 | lm loss: 3.091565E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.344 | TFLOPs: 32.41 | 7: iteration 50370/ 60336 | consumed samples: 12894720 | consumed tokens: 26408386560 | elapsed time per iteration (s): 0.37 | learning rate: 3.208E-05 | global batch size: 256 | lm loss: 3.074414E+00 | grad norm: 0.246 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.217 | TFLOPs: 32.40 | 7: iteration 50380/ 60336 | consumed samples: 12897280 | consumed tokens: 26413629440 | elapsed time per iteration (s): 0.37 | learning rate: 3.206E-05 | global batch size: 256 | lm loss: 3.087942E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.618 | TFLOPs: 32.28 | 7: iteration 50390/ 60336 | consumed samples: 12899840 | consumed tokens: 26418872320 | elapsed time per iteration (s): 0.37 | learning rate: 3.204E-05 | global batch size: 256 | lm loss: 3.053372E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.317 | TFLOPs: 32.41 | 7: iteration 50400/ 60336 | consumed samples: 12902400 | consumed tokens: 26424115200 | elapsed time per iteration (s): 0.37 | learning rate: 3.201E-05 | global batch size: 256 | lm loss: 3.078923E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.253 | TFLOPs: 32.41 | 7: iteration 50410/ 60336 | consumed samples: 12904960 | consumed tokens: 26429358080 | elapsed time per iteration (s): 0.37 | learning rate: 3.199E-05 | global batch size: 256 | lm loss: 3.071458E+00 | grad norm: 0.246 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.332 | TFLOPs: 32.41 | 7: iteration 50420/ 60336 | consumed samples: 12907520 | consumed tokens: 26434600960 | elapsed time per iteration (s): 0.37 | learning rate: 3.196E-05 | global batch size: 256 | lm loss: 3.067340E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 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number of nan iterations: 0 | samples per second: 694.404 | TFLOPs: 32.41 | 7: iteration 50460/ 60336 | consumed samples: 12917760 | consumed tokens: 26455572480 | elapsed time per iteration (s): 0.37 | learning rate: 3.187E-05 | global batch size: 256 | lm loss: 3.070725E+00 | grad norm: 0.245 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.826 | TFLOPs: 32.39 | 7: iteration 50470/ 60336 | consumed samples: 12920320 | consumed tokens: 26460815360 | elapsed time per iteration (s): 0.37 | learning rate: 3.185E-05 | global batch size: 256 | lm loss: 3.067407E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.806 | TFLOPs: 32.43 | 7: iteration 50480/ 60336 | consumed samples: 12922880 | consumed tokens: 26466058240 | elapsed time per iteration (s): 0.37 | learning rate: 3.182E-05 | global batch size: 256 | lm loss: 3.066796E+00 | grad norm: 0.234 | num 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lm loss: 3.082686E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.553 | TFLOPs: 32.42 | 7: iteration 50520/ 60336 | consumed samples: 12933120 | consumed tokens: 26487029760 | elapsed time per iteration (s): 0.37 | learning rate: 3.173E-05 | global batch size: 256 | lm loss: 3.064894E+00 | grad norm: 0.245 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.544 | TFLOPs: 32.42 | 7: iteration 50530/ 60336 | consumed samples: 12935680 | consumed tokens: 26492272640 | elapsed time per iteration (s): 0.37 | learning rate: 3.171E-05 | global batch size: 256 | lm loss: 3.055819E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.731 | TFLOPs: 32.43 | 7: iteration 50540/ 60336 | consumed samples: 12938240 | consumed tokens: 26497515520 | elapsed time per iteration (s): 0.37 | 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| TFLOPs: 32.42 | 7: iteration 50630/ 60336 | consumed samples: 12961280 | consumed tokens: 26544701440 | elapsed time per iteration (s): 0.37 | learning rate: 3.147E-05 | global batch size: 256 | lm loss: 3.068757E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.592 | TFLOPs: 32.42 | 7: iteration 50640/ 60336 | consumed samples: 12963840 | consumed tokens: 26549944320 | elapsed time per iteration (s): 0.37 | learning rate: 3.145E-05 | global batch size: 256 | lm loss: 3.053717E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.904 | TFLOPs: 32.11 | 7: iteration 50650/ 60336 | consumed samples: 12966400 | consumed tokens: 26555187200 | elapsed time per iteration (s): 0.37 | learning rate: 3.143E-05 | global batch size: 256 | lm loss: 3.070709E+00 | grad norm: 0.253 | num zeros: 0.0 | number of skipped iterations: 0 | number of 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norm: 0.250 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.312 | TFLOPs: 32.41 | 7: iteration 50920/ 60336 | consumed samples: 13035520 | consumed tokens: 26696744960 | elapsed time per iteration (s): 0.37 | learning rate: 3.081E-05 | global batch size: 256 | lm loss: 3.067281E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.268 | TFLOPs: 32.41 | 7: iteration 50930/ 60336 | consumed samples: 13038080 | consumed tokens: 26701987840 | elapsed time per iteration (s): 0.37 | learning rate: 3.079E-05 | global batch size: 256 | lm loss: 3.070833E+00 | grad norm: 0.256 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.894 | TFLOPs: 32.39 | 7: iteration 50940/ 60336 | consumed samples: 13040640 | consumed tokens: 26707230720 | elapsed time per iteration (s): 0.37 | learning rate: 3.077E-05 | global batch size: 256 | lm loss: 3.073725E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.725 | TFLOPs: 32.38 | 7: iteration 50950/ 60336 | consumed samples: 13043200 | consumed tokens: 26712473600 | elapsed time per iteration (s): 0.37 | learning rate: 3.075E-05 | global batch size: 256 | lm loss: 3.077915E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.828 | TFLOPs: 32.39 | 7: iteration 50960/ 60336 | consumed samples: 13045760 | consumed tokens: 26717716480 | elapsed time per iteration (s): 0.37 | learning rate: 3.072E-05 | global batch size: 256 | lm loss: 3.061347E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.612 | TFLOPs: 32.38 | 7: iteration 50970/ 60336 | consumed samples: 13048320 | consumed tokens: 26722959360 | elapsed time per iteration (s): 0.37 | learning rate: 3.070E-05 | global batch size: 256 | lm loss: 3.086603E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.502 | TFLOPs: 32.42 | 7: iteration 50980/ 60336 | consumed samples: 13050880 | consumed tokens: 26728202240 | elapsed time per iteration (s): 0.37 | learning rate: 3.068E-05 | global batch size: 256 | lm loss: 3.062675E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.797 | TFLOPs: 32.38 | 7: iteration 50990/ 60336 | consumed samples: 13053440 | consumed tokens: 26733445120 | elapsed time per iteration (s): 0.37 | learning rate: 3.066E-05 | global batch size: 256 | lm loss: 3.061485E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.620 | TFLOPs: 32.38 | 7: iteration 51000/ 60336 | consumed samples: 13056000 | consumed tokens: 26738688000 | elapsed time per iteration (s): 0.37 | learning rate: 3.063E-05 | global batch size: 256 | lm loss: 3.069246E+00 | grad norm: 0.244 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.941 | TFLOPs: 32.39 | 7: ------------------------------------------------------------------------------------------------ 7: validation loss at iteration 51000 | lm loss value: 3.802397E+00 | lm loss PPL: 4.480847E+01 | 7: ------------------------------------------------------------------------------------------------ 0: saving checkpoint at iteration 51000 to checkpoints_146m32b100m 0: [2023-03-16 15:17:45,975] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step51000 is begin to save! 0: [2023-03-16 15:17:45,978] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100m/global_step51000/layer_01-model_00-model_states.pt... 0: [2023-03-16 15:17:46,064] [INFO] 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iteration 51010/ 60336 | consumed samples: 13058560 | consumed tokens: 26743930880 | elapsed time per iteration (s): 0.42 | learning rate: 3.061E-05 | global batch size: 256 | lm loss: 3.067962E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 609.914 | TFLOPs: 28.47 | 7: iteration 51020/ 60336 | consumed samples: 13061120 | consumed tokens: 26749173760 | elapsed time per iteration (s): 0.37 | learning rate: 3.059E-05 | global batch size: 256 | lm loss: 3.079308E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.463 | TFLOPs: 32.41 | 7: iteration 51030/ 60336 | consumed samples: 13063680 | consumed tokens: 26754416640 | elapsed time per iteration (s): 0.37 | learning rate: 3.057E-05 | global batch size: 256 | lm loss: 3.072305E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.001 | TFLOPs: 32.39 | 7: iteration 51040/ 60336 | consumed samples: 13066240 | consumed tokens: 26759659520 | elapsed time per iteration (s): 0.37 | learning rate: 3.054E-05 | global batch size: 256 | lm loss: 3.069888E+00 | grad norm: 0.244 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.639 | TFLOPs: 32.38 | 7: iteration 51050/ 60336 | consumed samples: 13068800 | consumed tokens: 26764902400 | elapsed time per iteration (s): 0.37 | learning rate: 3.052E-05 | global batch size: 256 | lm loss: 3.078003E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.135 | TFLOPs: 32.40 | 7: iteration 51060/ 60336 | consumed samples: 13071360 | consumed tokens: 26770145280 | elapsed time per iteration (s): 0.37 | learning rate: 3.050E-05 | global batch size: 256 | lm loss: 3.062290E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.108 | TFLOPs: 32.40 | 7: iteration 51070/ 60336 | consumed samples: 13073920 | consumed tokens: 26775388160 | elapsed time per iteration (s): 0.37 | learning rate: 3.048E-05 | global batch size: 256 | lm loss: 3.072581E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.664 | TFLOPs: 32.38 | 7: iteration 51080/ 60336 | consumed samples: 13076480 | consumed tokens: 26780631040 | elapsed time per iteration (s): 0.37 | learning rate: 3.046E-05 | global batch size: 256 | lm loss: 3.072492E+00 | grad norm: 0.247 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.835 | TFLOPs: 32.39 | 7: iteration 51090/ 60336 | consumed samples: 13079040 | consumed tokens: 26785873920 | elapsed time per iteration (s): 0.37 | learning rate: 3.043E-05 | global batch size: 256 | lm loss: 3.071171E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.418 | TFLOPs: 32.41 | 7: iteration 51100/ 60336 | consumed samples: 13081600 | consumed tokens: 26791116800 | elapsed time per iteration (s): 0.37 | learning rate: 3.041E-05 | global batch size: 256 | lm loss: 3.070811E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.925 | TFLOPs: 32.39 | 7: iteration 51110/ 60336 | consumed samples: 13084160 | consumed tokens: 26796359680 | elapsed time per iteration (s): 0.37 | learning rate: 3.039E-05 | global batch size: 256 | lm loss: 3.056676E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.288 | TFLOPs: 32.41 | 7: iteration 51120/ 60336 | consumed samples: 13086720 | consumed tokens: 26801602560 | elapsed time per iteration (s): 0.37 | learning rate: 3.037E-05 | global 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60336 | consumed samples: 13109760 | consumed tokens: 26848788480 | elapsed time per iteration (s): 0.37 | learning rate: 3.017E-05 | global batch size: 256 | lm loss: 3.091368E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.504 | TFLOPs: 32.42 | 7: iteration 51220/ 60336 | consumed samples: 13112320 | consumed tokens: 26854031360 | elapsed time per iteration (s): 0.37 | learning rate: 3.015E-05 | global batch size: 256 | lm loss: 3.077701E+00 | grad norm: 0.246 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.604 | TFLOPs: 32.42 | 7: iteration 51230/ 60336 | consumed samples: 13114880 | consumed tokens: 26859274240 | elapsed time per iteration (s): 0.37 | learning rate: 3.013E-05 | global batch size: 256 | lm loss: 3.060309E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.706 | TFLOPs: 32.43 | 7: iteration 51240/ 60336 | consumed samples: 13117440 | consumed tokens: 26864517120 | elapsed time per iteration (s): 0.37 | learning rate: 3.010E-05 | global batch size: 256 | lm loss: 3.074564E+00 | grad norm: 0.248 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.607 | TFLOPs: 32.42 | 7: iteration 51250/ 60336 | consumed samples: 13120000 | consumed tokens: 26869760000 | elapsed time per iteration (s): 0.37 | learning rate: 3.008E-05 | global batch size: 256 | lm loss: 3.067424E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.829 | TFLOPs: 32.43 | 7: iteration 51260/ 60336 | consumed samples: 13122560 | consumed tokens: 26875002880 | elapsed time per iteration (s): 0.37 | learning rate: 3.006E-05 | global batch size: 256 | lm loss: 3.064033E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.513 | TFLOPs: 32.42 | 7: iteration 51270/ 60336 | consumed samples: 13125120 | consumed tokens: 26880245760 | elapsed time per iteration (s): 0.37 | learning rate: 3.004E-05 | global batch size: 256 | lm loss: 3.072201E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.850 | TFLOPs: 32.43 | 7: iteration 51280/ 60336 | consumed samples: 13127680 | consumed tokens: 26885488640 | elapsed time per iteration (s): 0.37 | learning rate: 3.002E-05 | global batch size: 256 | lm loss: 3.068147E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.794 | TFLOPs: 32.43 | 7: iteration 51290/ 60336 | consumed samples: 13130240 | consumed tokens: 26890731520 | elapsed time per iteration (s): 0.37 | learning rate: 3.000E-05 | global batch size: 256 | lm loss: 3.062482E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.702 | TFLOPs: 32.38 | 7: iteration 51300/ 60336 | consumed samples: 13132800 | consumed tokens: 26895974400 | elapsed time per iteration (s): 0.37 | learning rate: 2.997E-05 | global batch size: 256 | lm loss: 3.076089E+00 | grad norm: 0.247 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.552 | TFLOPs: 32.37 | 7: iteration 51310/ 60336 | consumed samples: 13135360 | consumed tokens: 26901217280 | elapsed time per iteration (s): 0.37 | learning rate: 2.995E-05 | global batch size: 256 | lm loss: 3.068840E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.545 | TFLOPs: 32.42 | 7: iteration 51320/ 60336 | consumed samples: 13137920 | consumed tokens: 26906460160 | elapsed time per iteration (s): 0.37 | learning rate: 2.993E-05 | global batch size: 256 | lm loss: 3.067842E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.825 | TFLOPs: 32.43 | 7: iteration 51330/ 60336 | consumed samples: 13140480 | consumed tokens: 26911703040 | elapsed time per iteration (s): 0.37 | learning rate: 2.991E-05 | global batch size: 256 | lm loss: 3.065339E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.976 | TFLOPs: 32.44 | 7: iteration 51340/ 60336 | consumed samples: 13143040 | consumed tokens: 26916945920 | elapsed time per iteration (s): 0.37 | learning rate: 2.989E-05 | global batch size: 256 | lm loss: 3.061477E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.459 | TFLOPs: 32.41 | 7: iteration 51350/ 60336 | consumed samples: 13145600 | consumed tokens: 26922188800 | elapsed time per iteration (s): 0.37 | learning rate: 2.987E-05 | global batch size: 256 | lm loss: 3.061244E+00 | grad norm: 0.248 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.367 | TFLOPs: 32.41 | 7: iteration 51360/ 60336 | consumed samples: 13148160 | consumed tokens: 26927431680 | elapsed time per iteration (s): 0.37 | learning rate: 2.984E-05 | global batch size: 256 | lm loss: 3.079494E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 695.073 | TFLOPs: 32.44 | 7: iteration 51370/ 60336 | consumed samples: 13150720 | consumed tokens: 26932674560 | elapsed time per iteration (s): 0.37 | learning rate: 2.982E-05 | global batch size: 256 | lm loss: 3.070319E+00 | grad norm: 0.247 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.918 | TFLOPs: 32.44 | 7: iteration 51380/ 60336 | consumed samples: 13153280 | consumed tokens: 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consumed samples: 13160960 | consumed tokens: 26953646080 | elapsed time per iteration (s): 0.37 | learning rate: 2.974E-05 | global batch size: 256 | lm loss: 3.070990E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.667 | TFLOPs: 32.42 | 7: iteration 51420/ 60336 | consumed samples: 13163520 | consumed tokens: 26958888960 | elapsed time per iteration (s): 0.37 | learning rate: 2.972E-05 | global batch size: 256 | lm loss: 3.063795E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.575 | TFLOPs: 32.42 | 7: iteration 51430/ 60336 | consumed samples: 13166080 | consumed tokens: 26964131840 | elapsed time per iteration (s): 0.37 | learning rate: 2.969E-05 | global batch size: 256 | lm loss: 3.054227E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.891 | TFLOPs: 32.43 | 7: iteration 51440/ 60336 | consumed samples: 13168640 | consumed tokens: 26969374720 | elapsed time per iteration (s): 0.37 | learning rate: 2.967E-05 | global batch size: 256 | lm loss: 3.083062E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.626 | TFLOPs: 32.42 | 7: iteration 51450/ 60336 | consumed samples: 13171200 | consumed tokens: 26974617600 | elapsed time per iteration (s): 0.37 | learning rate: 2.965E-05 | global batch size: 256 | lm loss: 3.065953E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.809 | TFLOPs: 32.43 | 7: iteration 51460/ 60336 | consumed samples: 13173760 | consumed tokens: 26979860480 | elapsed time per iteration (s): 0.37 | learning rate: 2.963E-05 | global batch size: 256 | lm loss: 3.065901E+00 | grad norm: 0.244 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.643 | TFLOPs: 32.42 | 7: iteration 51470/ 60336 | consumed samples: 13176320 | consumed tokens: 26985103360 | elapsed time per iteration (s): 0.37 | learning rate: 2.961E-05 | global batch size: 256 | lm loss: 3.065416E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.618 | TFLOPs: 32.42 | 7: iteration 51480/ 60336 | consumed samples: 13178880 | consumed tokens: 26990346240 | elapsed time per iteration (s): 0.37 | learning rate: 2.959E-05 | global batch size: 256 | lm loss: 3.078681E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.899 | TFLOPs: 32.44 | 7: iteration 51490/ 60336 | consumed samples: 13181440 | consumed tokens: 26995589120 | elapsed time per iteration (s): 0.37 | learning rate: 2.957E-05 | global batch size: 256 | lm loss: 3.067534E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.502 | TFLOPs: 32.42 | 7: iteration 51500/ 60336 | consumed samples: 13184000 | consumed tokens: 27000832000 | elapsed time per iteration (s): 0.37 | learning rate: 2.955E-05 | global batch size: 256 | lm loss: 3.074652E+00 | grad norm: 0.231 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.791 | TFLOPs: 32.43 | 7: iteration 51510/ 60336 | consumed samples: 13186560 | consumed tokens: 27006074880 | elapsed time per iteration (s): 0.37 | learning rate: 2.952E-05 | global batch size: 256 | lm loss: 3.081411E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.919 | TFLOPs: 32.44 | 7: iteration 51520/ 60336 | consumed samples: 13189120 | consumed tokens: 27011317760 | elapsed time per iteration (s): 0.37 | learning rate: 2.950E-05 | global batch size: 256 | lm loss: 3.059599E+00 | grad norm: 0.231 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.572 | TFLOPs: 32.42 | 7: iteration 51530/ 60336 | consumed samples: 13191680 | consumed tokens: 27016560640 | elapsed time per iteration (s): 0.37 | learning rate: 2.948E-05 | global batch size: 256 | lm loss: 3.065911E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.179 | TFLOPs: 32.40 | 7: iteration 51540/ 60336 | consumed samples: 13194240 | consumed tokens: 27021803520 | elapsed time per iteration (s): 0.37 | learning rate: 2.946E-05 | global batch size: 256 | lm loss: 3.069692E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.907 | TFLOPs: 32.44 | 7: iteration 51550/ 60336 | consumed samples: 13196800 | consumed tokens: 27027046400 | elapsed time per iteration (s): 0.37 | learning rate: 2.944E-05 | global batch size: 256 | lm loss: 3.065497E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.889 | TFLOPs: 32.43 | 7: iteration 51560/ 60336 | consumed samples: 13199360 | consumed tokens: 27032289280 | elapsed time per iteration (s): 0.37 | learning rate: 2.942E-05 | global batch size: 256 | lm loss: 3.055873E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.161 | TFLOPs: 32.40 | 7: iteration 51570/ 60336 | consumed samples: 13201920 | consumed tokens: 27037532160 | elapsed time per iteration (s): 0.37 | learning rate: 2.940E-05 | global batch size: 256 | lm loss: 3.067594E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.336 | TFLOPs: 32.41 | 7: iteration 51580/ 60336 | consumed samples: 13204480 | consumed tokens: 27042775040 | elapsed time per iteration (s): 0.37 | learning rate: 2.938E-05 | global batch size: 256 | lm loss: 3.065889E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.798 | TFLOPs: 32.43 | 7: iteration 51590/ 60336 | consumed samples: 13207040 | consumed tokens: 27048017920 | elapsed time per iteration (s): 0.37 | learning rate: 2.935E-05 | global batch size: 256 | lm loss: 3.073283E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.350 | TFLOPs: 32.41 | 7: iteration 51600/ 60336 | consumed samples: 13209600 | consumed tokens: 27053260800 | elapsed time per iteration (s): 0.37 | learning rate: 2.933E-05 | global batch size: 256 | lm loss: 3.057267E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.390 | TFLOPs: 32.41 | 7: iteration 51610/ 60336 | consumed samples: 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samples per second: 694.537 | TFLOPs: 32.42 | 7: iteration 51670/ 60336 | consumed samples: 13227520 | consumed tokens: 27089960960 | elapsed time per iteration (s): 0.37 | learning rate: 2.919E-05 | global batch size: 256 | lm loss: 3.074671E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.191 | TFLOPs: 32.40 | 7: iteration 51680/ 60336 | consumed samples: 13230080 | consumed tokens: 27095203840 | elapsed time per iteration (s): 0.37 | learning rate: 2.917E-05 | global batch size: 256 | lm loss: 3.062216E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.890 | TFLOPs: 32.39 | 7: iteration 51690/ 60336 | consumed samples: 13232640 | consumed tokens: 27100446720 | elapsed time per iteration (s): 0.37 | learning rate: 2.915E-05 | global batch size: 256 | lm loss: 3.071347E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped 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norm: 0.238 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.775 | TFLOPs: 32.38 | 7: iteration 51730/ 60336 | consumed samples: 13242880 | consumed tokens: 27121418240 | elapsed time per iteration (s): 0.37 | learning rate: 2.906E-05 | global batch size: 256 | lm loss: 3.071989E+00 | grad norm: 0.246 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.357 | TFLOPs: 32.41 | 7: iteration 51740/ 60336 | consumed samples: 13245440 | consumed tokens: 27126661120 | elapsed time per iteration (s): 0.37 | learning rate: 2.904E-05 | global batch size: 256 | lm loss: 3.048517E+00 | grad norm: 0.249 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.401 | TFLOPs: 32.41 | 7: iteration 51750/ 60336 | consumed samples: 13248000 | consumed tokens: 27131904000 | elapsed time per iteration (s): 0.37 | learning rate: 2.902E-05 | global 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lm loss: 3.073883E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.933 | TFLOPs: 32.39 | 7: iteration 51960/ 60336 | consumed samples: 13301760 | consumed tokens: 27242004480 | elapsed time per iteration (s): 0.37 | learning rate: 2.859E-05 | global batch size: 256 | lm loss: 3.070705E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.608 | TFLOPs: 32.38 | 7: iteration 51970/ 60336 | consumed samples: 13304320 | consumed tokens: 27247247360 | elapsed time per iteration (s): 0.37 | learning rate: 2.857E-05 | global batch size: 256 | lm loss: 3.076430E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.733 | TFLOPs: 32.38 | 7: iteration 51980/ 60336 | consumed samples: 13306880 | consumed tokens: 27252490240 | elapsed time per iteration (s): 0.37 | learning rate: 2.855E-05 | global batch size: 256 | lm loss: 3.067712E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.778 | TFLOPs: 32.38 | 7: iteration 51990/ 60336 | consumed samples: 13309440 | consumed tokens: 27257733120 | elapsed time per iteration (s): 0.37 | learning rate: 2.853E-05 | global batch size: 256 | lm loss: 3.069266E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.077 | TFLOPs: 32.35 | 0: [2023-03-16 15:23:55,117] [INFO] [logging.py:68:log_dist] [Rank 0] step=52000, skipped=0, lr=[2.8512224096287758e-05, 2.8512224096287758e-05, 2.8512224096287758e-05], mom=[(0.9, 0.999), (0.9, 0.999), (0.9, 0.999)] 7: iteration 52000/ 60336 | consumed samples: 13312000 | consumed tokens: 27262976000 | elapsed time per iteration (s): 0.37 | learning rate: 2.851E-05 | global batch size: 256 | lm loss: 3.060831E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.944 | TFLOPs: 32.16 | 0: steps: 52000 loss: 3.0466 iter time (s): 0.367 samples/sec: 697.391 7: ------------------------------------------------------------------------------------------------ 7: validation loss at iteration 52000 | lm loss value: 3.790135E+00 | lm loss PPL: 4.426237E+01 | 7: ------------------------------------------------------------------------------------------------ 0: saving checkpoint at iteration 52000 to checkpoints_146m32b100m 0: [2023-03-16 15:23:55,242] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step52000 is begin to save! 0: [2023-03-16 15:23:55,245] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100m/global_step52000/layer_01-model_00-model_states.pt... 0: [2023-03-16 15:23:55,338] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved 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checkpoints_146m32b100m/global_step52000/bf16_zero_pp_rank_9_mp_rank_00_optim_states.pt 1: [2023-03-16 15:23:55,622] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step52000 is ready now! 3: [2023-03-16 15:23:55,624] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step52000/bf16_zero_pp_rank_28_mp_rank_00_optim_states.pt. 3: [2023-03-16 15:23:55,624] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step52000/bf16_zero_pp_rank_28_mp_rank_00_optim_states.pt 3: [2023-03-16 15:23:55,624] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step52000 is ready now! 4: [2023-03-16 15:23:55,624] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step52000/bf16_zero_pp_rank_37_mp_rank_00_optim_states.pt. 4: [2023-03-16 15:23:55,625] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step52000/bf16_zero_pp_rank_37_mp_rank_00_optim_states.pt 4: [2023-03-16 15:23:55,625] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step52000 is ready now! 3: [2023-03-16 15:23:55,625] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step52000/bf16_zero_pp_rank_24_mp_rank_00_optim_states.pt. 3: [2023-03-16 15:23:55,626] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step52000/bf16_zero_pp_rank_24_mp_rank_00_optim_states.pt 3: [2023-03-16 15:23:55,626] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step52000 is ready now! 4: [2023-03-16 15:23:55,626] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step52000/bf16_zero_pp_rank_39_mp_rank_00_optim_states.pt. 4: [2023-03-16 15:23:55,626] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step52000/bf16_zero_pp_rank_39_mp_rank_00_optim_states.pt 4: [2023-03-16 15:23:55,626] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step52000 is ready now! 4: [2023-03-16 15:23:55,627] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step52000/bf16_zero_pp_rank_33_mp_rank_00_optim_states.pt. 4: [2023-03-16 15:23:55,627] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step52000/bf16_zero_pp_rank_33_mp_rank_00_optim_states.pt 7: [2023-03-16 15:23:55,627] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step52000/bf16_zero_pp_rank_59_mp_rank_00_optim_states.pt. 7: [2023-03-16 15:23:55,627] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step52000/bf16_zero_pp_rank_59_mp_rank_00_optim_states.pt 4: [2023-03-16 15:23:55,627] [INFO] 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checkpoints_146m32b100m/global_step52000/bf16_zero_pp_rank_14_mp_rank_00_optim_states.pt 5: [2023-03-16 15:23:55,633] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step52000/bf16_zero_pp_rank_42_mp_rank_00_optim_states.pt. 1: [2023-03-16 15:23:55,636] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step52000 is ready now! 1: [2023-03-16 15:23:55,636] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step52000 is ready now! 5: [2023-03-16 15:23:55,633] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step52000/bf16_zero_pp_rank_42_mp_rank_00_optim_states.pt 5: [2023-03-16 15:23:55,633] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step52000 is ready now! 5: [2023-03-16 15:23:55,634] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step52000/bf16_zero_pp_rank_47_mp_rank_00_optim_states.pt. 5: [2023-03-16 15:23:55,634] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step52000/bf16_zero_pp_rank_47_mp_rank_00_optim_states.pt 5: [2023-03-16 15:23:55,634] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step52000 is ready now! 5: [2023-03-16 15:23:55,634] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step52000/bf16_zero_pp_rank_46_mp_rank_00_optim_states.pt. 5: [2023-03-16 15:23:55,634] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step52000/bf16_zero_pp_rank_46_mp_rank_00_optim_states.pt 0: [2023-03-16 15:23:55,636] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step52000/bf16_zero_pp_rank_1_mp_rank_00_optim_states.pt. 0: [2023-03-16 15:23:55,636] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step52000/bf16_zero_pp_rank_6_mp_rank_00_optim_states.pt. 5: [2023-03-16 15:23:55,634] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step52000 is ready now! 0: [2023-03-16 15:23:55,636] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step52000/bf16_zero_pp_rank_3_mp_rank_00_optim_states.pt. 0: [2023-03-16 15:23:55,636] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step52000/bf16_zero_pp_rank_1_mp_rank_00_optim_states.pt 0: [2023-03-16 15:23:55,636] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step52000/bf16_zero_pp_rank_6_mp_rank_00_optim_states.pt 0: [2023-03-16 15:23:55,636] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved 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[torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step52000/bf16_zero_pp_rank_50_mp_rank_00_optim_states.pt. 6: [2023-03-16 15:23:55,628] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step52000/bf16_zero_pp_rank_50_mp_rank_00_optim_states.pt 6: [2023-03-16 15:23:55,628] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step52000 is ready now! 6: [2023-03-16 15:23:55,632] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step52000/bf16_zero_pp_rank_54_mp_rank_00_optim_states.pt. 6: [2023-03-16 15:23:55,632] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step52000/bf16_zero_pp_rank_54_mp_rank_00_optim_states.pt 6: [2023-03-16 15:23:55,632] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step52000 is ready now! 6: [2023-03-16 15:23:55,633] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step52000/bf16_zero_pp_rank_55_mp_rank_00_optim_states.pt. 6: [2023-03-16 15:23:55,633] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step52000/bf16_zero_pp_rank_55_mp_rank_00_optim_states.pt 6: [2023-03-16 15:23:55,633] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step52000 is ready now! 6: [2023-03-16 15:23:55,634] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step52000/bf16_zero_pp_rank_48_mp_rank_00_optim_states.pt. 6: [2023-03-16 15:23:55,634] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step52000/bf16_zero_pp_rank_48_mp_rank_00_optim_states.pt 6: [2023-03-16 15:23:55,634] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step52000 is ready now! 6: [2023-03-16 15:23:55,638] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step52000/bf16_zero_pp_rank_52_mp_rank_00_optim_states.pt. 6: [2023-03-16 15:23:55,638] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step52000/bf16_zero_pp_rank_52_mp_rank_00_optim_states.pt 6: [2023-03-16 15:23:55,638] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step52000 is ready now! 6: [2023-03-16 15:23:55,638] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step52000/bf16_zero_pp_rank_49_mp_rank_00_optim_states.pt. 6: [2023-03-16 15:23:55,638] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step52000/bf16_zero_pp_rank_49_mp_rank_00_optim_states.pt 6: [2023-03-16 15:23:55,638] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step52000 is ready now! 6: [2023-03-16 15:23:55,638] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step52000/bf16_zero_pp_rank_53_mp_rank_00_optim_states.pt. 6: [2023-03-16 15:23:55,638] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step52000/bf16_zero_pp_rank_53_mp_rank_00_optim_states.pt 6: [2023-03-16 15:23:55,638] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step52000 is ready now! 0: [2023-03-16 15:23:55,645] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step52000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt 0: [2023-03-16 15:23:55,645] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step52000 is ready now! 0: successfully saved checkpoint at iteration 52000 to checkpoints_146m32b100m 7: time (ms) | save-checkpoint: 413.51 7: iteration 52010/ 60336 | consumed samples: 13314560 | consumed tokens: 27268218880 | elapsed time per iteration (s): 0.43 | learning rate: 2.849E-05 | global batch size: 256 | lm loss: 3.067957E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 600.201 | TFLOPs: 28.02 | 7: iteration 52020/ 60336 | consumed samples: 13317120 | consumed tokens: 27273461760 | elapsed time per iteration (s): 0.37 | learning rate: 2.847E-05 | global batch size: 256 | lm loss: 3.063335E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.478 | TFLOPs: 32.14 | 7: iteration 52030/ 60336 | consumed samples: 13319680 | consumed tokens: 27278704640 | elapsed time per iteration (s): 0.37 | learning rate: 2.845E-05 | global batch size: 256 | lm loss: 3.069783E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.965 | TFLOPs: 32.39 | 7: iteration 52040/ 60336 | consumed samples: 13322240 | consumed tokens: 27283947520 | elapsed time per iteration (s): 0.37 | learning rate: 2.843E-05 | global batch size: 256 | lm loss: 3.070279E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.100 | TFLOPs: 32.40 | 7: iteration 52050/ 60336 | consumed samples: 13324800 | consumed tokens: 27289190400 | elapsed time per iteration (s): 0.37 | learning rate: 2.841E-05 | global batch size: 256 | lm loss: 3.060713E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.744 | TFLOPs: 32.38 | 7: iteration 52060/ 60336 | consumed samples: 13327360 | consumed tokens: 27294433280 | elapsed time per iteration (s): 0.37 | learning rate: 2.839E-05 | global batch size: 256 | lm loss: 3.060390E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.285 | TFLOPs: 32.36 | 7: iteration 52070/ 60336 | consumed samples: 13329920 | consumed tokens: 27299676160 | elapsed time per iteration (s): 0.37 | learning rate: 2.837E-05 | global batch size: 256 | lm loss: 3.062542E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.188 | TFLOPs: 32.36 | 7: iteration 52080/ 60336 | consumed samples: 13332480 | consumed tokens: 27304919040 | elapsed time per iteration (s): 0.37 | learning rate: 2.835E-05 | global batch size: 256 | lm loss: 3.065985E+00 | grad norm: 0.245 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.558 | TFLOPs: 32.37 | 7: iteration 52090/ 60336 | consumed samples: 13335040 | consumed tokens: 27310161920 | elapsed time per iteration (s): 0.37 | learning rate: 2.833E-05 | global batch size: 256 | lm loss: 3.061794E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.372 | TFLOPs: 32.36 | 7: iteration 52100/ 60336 | consumed samples: 13337600 | consumed tokens: 27315404800 | elapsed time per iteration (s): 0.37 | learning rate: 2.831E-05 | global batch size: 256 | lm loss: 3.071816E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.664 | TFLOPs: 32.28 | 7: iteration 52110/ 60336 | consumed samples: 13340160 | consumed tokens: 27320647680 | elapsed time per iteration (s): 0.37 | learning rate: 2.829E-05 | global batch size: 256 | lm loss: 3.066417E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.261 | TFLOPs: 32.36 | 7: iteration 52120/ 60336 | consumed samples: 13342720 | consumed tokens: 27325890560 | elapsed time per iteration (s): 0.37 | learning rate: 2.827E-05 | global batch size: 256 | lm loss: 3.069672E+00 | grad norm: 0.244 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.184 | TFLOPs: 32.40 | 7: iteration 52130/ 60336 | consumed samples: 13345280 | consumed tokens: 27331133440 | elapsed time per iteration (s): 0.37 | learning rate: 2.825E-05 | global batch size: 256 | lm loss: 3.059870E+00 | grad norm: 0.246 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.543 | TFLOPs: 32.28 | 7: iteration 52140/ 60336 | consumed samples: 13347840 | consumed tokens: 27336376320 | elapsed time per iteration (s): 0.37 | learning rate: 2.823E-05 | global batch size: 256 | lm loss: 3.064771E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.078 | TFLOPs: 32.40 | 7: iteration 52150/ 60336 | consumed samples: 13350400 | consumed tokens: 27341619200 | elapsed time per iteration (s): 0.37 | learning rate: 2.821E-05 | global batch size: 256 | lm loss: 3.064748E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.780 | TFLOPs: 32.38 | 7: iteration 52160/ 60336 | consumed samples: 13352960 | consumed tokens: 27346862080 | elapsed time per iteration (s): 0.37 | learning rate: 2.819E-05 | global batch size: 256 | lm loss: 3.069369E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.086 | TFLOPs: 32.40 | 7: iteration 52170/ 60336 | consumed samples: 13355520 | consumed tokens: 27352104960 | elapsed time per iteration (s): 0.37 | learning rate: 2.817E-05 | global batch size: 256 | lm loss: 3.062964E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.036 | TFLOPs: 32.40 | 7: iteration 52180/ 60336 | consumed samples: 13358080 | consumed tokens: 27357347840 | elapsed time per iteration (s): 0.37 | learning rate: 2.815E-05 | global 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(s): 0.37 | learning rate: 2.810E-05 | global batch size: 256 | lm loss: 3.062010E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.402 | TFLOPs: 32.41 | 7: iteration 52220/ 60336 | consumed samples: 13368320 | consumed tokens: 27378319360 | elapsed time per iteration (s): 0.37 | learning rate: 2.808E-05 | global batch size: 256 | lm loss: 3.082423E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.322 | TFLOPs: 32.41 | 7: iteration 52230/ 60336 | consumed samples: 13370880 | consumed tokens: 27383562240 | elapsed time per iteration (s): 0.37 | learning rate: 2.806E-05 | global batch size: 256 | lm loss: 3.061444E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.460 | TFLOPs: 32.41 | 7: iteration 52240/ 60336 | consumed samples: 13373440 | consumed 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60336 | consumed samples: 13381120 | consumed tokens: 27404533760 | elapsed time per iteration (s): 0.37 | learning rate: 2.798E-05 | global batch size: 256 | lm loss: 3.073632E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.339 | TFLOPs: 32.41 | 7: iteration 52280/ 60336 | consumed samples: 13383680 | consumed tokens: 27409776640 | elapsed time per iteration (s): 0.37 | learning rate: 2.796E-05 | global batch size: 256 | lm loss: 3.066000E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.036 | TFLOPs: 32.21 | 7: iteration 52290/ 60336 | consumed samples: 13386240 | consumed tokens: 27415019520 | elapsed time per iteration (s): 0.37 | learning rate: 2.794E-05 | global batch size: 256 | lm loss: 3.071462E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.426 | TFLOPs: 32.41 | 7: iteration 52300/ 60336 | consumed samples: 13388800 | consumed tokens: 27420262400 | elapsed time per iteration (s): 0.37 | learning rate: 2.792E-05 | global batch size: 256 | lm loss: 3.068452E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.770 | TFLOPs: 32.10 | 7: iteration 52310/ 60336 | consumed samples: 13391360 | consumed tokens: 27425505280 | elapsed time per iteration (s): 0.37 | learning rate: 2.790E-05 | global batch size: 256 | lm loss: 3.066687E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.549 | TFLOPs: 32.42 | 7: iteration 52320/ 60336 | consumed samples: 13393920 | consumed tokens: 27430748160 | elapsed time per iteration (s): 0.37 | learning rate: 2.788E-05 | global batch size: 256 | lm loss: 3.081954E+00 | grad norm: 0.245 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.716 | TFLOPs: 32.19 | 7: iteration 52330/ 60336 | consumed samples: 13396480 | consumed tokens: 27435991040 | elapsed time per iteration (s): 0.37 | learning rate: 2.786E-05 | global batch size: 256 | lm loss: 3.075583E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 686.412 | TFLOPs: 32.04 | 7: iteration 52340/ 60336 | consumed samples: 13399040 | consumed tokens: 27441233920 | elapsed time per iteration (s): 0.37 | learning rate: 2.784E-05 | global batch size: 256 | lm loss: 3.079100E+00 | grad norm: 0.245 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.632 | TFLOPs: 32.42 | 7: iteration 52350/ 60336 | consumed samples: 13401600 | consumed tokens: 27446476800 | elapsed time per iteration (s): 0.37 | learning rate: 2.782E-05 | global batch size: 256 | lm loss: 3.063339E+00 | grad norm: 0.246 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.602 | TFLOPs: 32.42 | 7: iteration 52360/ 60336 | consumed samples: 13404160 | consumed tokens: 27451719680 | elapsed time per iteration (s): 0.37 | learning rate: 2.780E-05 | global batch size: 256 | lm loss: 3.066393E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.911 | TFLOPs: 32.34 | 7: iteration 52370/ 60336 | consumed samples: 13406720 | consumed tokens: 27456962560 | elapsed time per iteration (s): 0.37 | learning rate: 2.778E-05 | global batch size: 256 | lm loss: 3.076938E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 683.040 | TFLOPs: 31.88 | 7: iteration 52380/ 60336 | consumed samples: 13409280 | consumed tokens: 27462205440 | elapsed time per iteration (s): 0.37 | learning rate: 2.776E-05 | global batch size: 256 | lm loss: 3.076142E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 684.538 | TFLOPs: 31.95 | 7: iteration 52390/ 60336 | consumed samples: 13411840 | consumed tokens: 27467448320 | elapsed time per iteration (s): 0.38 | learning rate: 2.775E-05 | global batch size: 256 | lm loss: 3.073536E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 678.230 | TFLOPs: 31.66 | 7: iteration 52400/ 60336 | consumed samples: 13414400 | consumed tokens: 27472691200 | elapsed time per iteration (s): 0.37 | learning rate: 2.773E-05 | global batch size: 256 | lm loss: 3.055609E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.708 | TFLOPs: 32.10 | 7: iteration 52410/ 60336 | consumed samples: 13416960 | consumed tokens: 27477934080 | elapsed time per iteration (s): 0.38 | learning rate: 2.771E-05 | global batch size: 256 | lm loss: 3.064636E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 682.241 | TFLOPs: 31.84 | 7: iteration 52420/ 60336 | consumed samples: 13419520 | consumed tokens: 27483176960 | elapsed time per iteration (s): 0.37 | learning rate: 2.769E-05 | global batch size: 256 | lm loss: 3.070325E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.025 | TFLOPs: 32.30 | 7: iteration 52430/ 60336 | consumed samples: 13422080 | consumed tokens: 27488419840 | elapsed time per iteration (s): 0.37 | learning rate: 2.767E-05 | global batch size: 256 | lm loss: 3.064700E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.741 | TFLOPs: 32.19 | 7: iteration 52440/ 60336 | consumed samples: 13424640 | consumed tokens: 27493662720 | elapsed time per iteration (s): 0.37 | learning rate: 2.765E-05 | global batch size: 256 | lm loss: 3.086308E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 685.282 | TFLOPs: 31.99 | 7: iteration 52450/ 60336 | consumed samples: 13427200 | consumed tokens: 27498905600 | elapsed time per iteration (s): 0.37 | learning rate: 2.763E-05 | global batch size: 256 | lm loss: 3.066946E+00 | grad norm: 0.248 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.633 | TFLOPs: 32.10 | 7: iteration 52460/ 60336 | consumed samples: 13429760 | consumed tokens: 27504148480 | elapsed time per iteration (s): 0.37 | learning rate: 2.761E-05 | global batch size: 256 | lm loss: 3.064852E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 683.355 | TFLOPs: 31.90 | 7: iteration 52470/ 60336 | consumed samples: 13432320 | consumed tokens: 27509391360 | elapsed time per iteration (s): 0.37 | learning rate: 2.759E-05 | global batch size: 256 | lm loss: 3.068738E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 683.594 | TFLOPs: 31.91 | 7: iteration 52480/ 60336 | consumed samples: 13434880 | consumed tokens: 27514634240 | elapsed time per iteration (s): 0.37 | learning rate: 2.757E-05 | global batch size: 256 | lm loss: 3.056249E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.947 | TFLOPs: 32.11 | 7: iteration 52490/ 60336 | consumed samples: 13437440 | consumed tokens: 27519877120 | elapsed time per iteration (s): 0.38 | learning rate: 2.755E-05 | global batch size: 256 | lm loss: 3.061935E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 676.109 | TFLOPs: 31.56 | 7: iteration 52500/ 60336 | consumed samples: 13440000 | consumed tokens: 27525120000 | elapsed time per iteration (s): 0.37 | learning rate: 2.754E-05 | global batch size: 256 | lm loss: 3.057371E+00 | grad norm: 0.228 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.688 | TFLOPs: 32.43 | 7: iteration 52510/ 60336 | consumed samples: 13442560 | consumed tokens: 27530362880 | elapsed time per iteration (s): 0.38 | learning rate: 2.752E-05 | global batch size: 256 | lm loss: 3.054189E+00 | grad norm: 0.245 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 681.895 | TFLOPs: 31.83 | 7: iteration 52520/ 60336 | consumed samples: 13445120 | consumed tokens: 27535605760 | elapsed time per iteration (s): 0.37 | learning rate: 2.750E-05 | global batch size: 256 | lm loss: 3.073705E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.833 | TFLOPs: 32.29 | 7: iteration 52530/ 60336 | consumed samples: 13447680 | consumed tokens: 27540848640 | elapsed time per iteration (s): 0.37 | learning rate: 2.748E-05 | global batch size: 256 | lm loss: 3.064640E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.901 | TFLOPs: 32.39 | 7: iteration 52540/ 60336 | consumed samples: 13450240 | consumed tokens: 27546091520 | elapsed time per iteration (s): 0.37 | learning rate: 2.746E-05 | global batch size: 256 | lm loss: 3.068368E+00 | grad norm: 0.245 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.320 | TFLOPs: 32.17 | 7: iteration 52550/ 60336 | consumed samples: 13452800 | consumed tokens: 27551334400 | elapsed time per iteration (s): 0.37 | learning rate: 2.744E-05 | global batch size: 256 | lm loss: 3.079270E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.642 | TFLOPs: 32.42 | 7: iteration 52560/ 60336 | consumed samples: 13455360 | consumed tokens: 27556577280 | elapsed time per iteration (s): 0.37 | learning rate: 2.742E-05 | global batch size: 256 | lm loss: 3.068954E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.248 | TFLOPs: 32.12 | 7: iteration 52570/ 60336 | consumed samples: 13457920 | consumed tokens: 27561820160 | elapsed time per iteration (s): 0.37 | learning rate: 2.740E-05 | global batch size: 256 | lm loss: 3.076155E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.461 | TFLOPs: 32.41 | 7: iteration 52580/ 60336 | consumed samples: 13460480 | consumed tokens: 27567063040 | elapsed time per iteration (s): 0.37 | learning rate: 2.738E-05 | global batch size: 256 | lm loss: 3.079688E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 683.120 | TFLOPs: 31.89 | 7: iteration 52590/ 60336 | consumed samples: 13463040 | consumed tokens: 27572305920 | elapsed time per iteration (s): 0.37 | learning rate: 2.737E-05 | global batch size: 256 | lm loss: 3.070075E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.050 | TFLOPs: 32.12 | 7: iteration 52600/ 60336 | consumed samples: 13465600 | consumed tokens: 27577548800 | elapsed time per iteration (s): 0.37 | learning rate: 2.735E-05 | global batch size: 256 | lm loss: 3.060596E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 686.227 | TFLOPs: 32.03 | 7: iteration 52610/ 60336 | consumed samples: 13468160 | consumed tokens: 27582791680 | elapsed time per iteration (s): 0.37 | learning rate: 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7: iteration 52700/ 60336 | consumed samples: 13491200 | consumed tokens: 27629977600 | elapsed time per iteration (s): 0.37 | learning rate: 2.716E-05 | global batch size: 256 | lm loss: 3.065266E+00 | grad norm: 0.249 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.912 | TFLOPs: 32.44 | 7: iteration 52710/ 60336 | consumed samples: 13493760 | consumed tokens: 27635220480 | elapsed time per iteration (s): 0.37 | learning rate: 2.714E-05 | global batch size: 256 | lm loss: 3.068143E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.991 | TFLOPs: 32.16 | 7: iteration 52720/ 60336 | consumed samples: 13496320 | consumed tokens: 27640463360 | elapsed time per iteration (s): 0.37 | learning rate: 2.712E-05 | global batch size: 256 | lm loss: 3.075527E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 685.702 | TFLOPs: 32.01 | 7: iteration 52730/ 60336 | consumed samples: 13498880 | consumed tokens: 27645706240 | elapsed time per iteration (s): 0.37 | learning rate: 2.711E-05 | global batch size: 256 | lm loss: 3.051873E+00 | grad norm: 0.245 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.700 | TFLOPs: 32.10 | 7: iteration 52740/ 60336 | consumed samples: 13501440 | consumed tokens: 27650949120 | elapsed time per iteration (s): 0.37 | learning rate: 2.709E-05 | global batch size: 256 | lm loss: 3.074010E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.773 | TFLOPs: 32.43 | 7: iteration 52750/ 60336 | consumed samples: 13504000 | consumed tokens: 27656192000 | elapsed time per iteration (s): 0.37 | learning rate: 2.707E-05 | global batch size: 256 | lm loss: 3.059412E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.488 | TFLOPs: 32.42 | 7: iteration 52760/ 60336 | consumed samples: 13506560 | consumed tokens: 27661434880 | elapsed time per iteration (s): 0.37 | learning rate: 2.705E-05 | global batch size: 256 | lm loss: 3.060682E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 683.226 | TFLOPs: 31.89 | 7: iteration 52770/ 60336 | consumed samples: 13509120 | consumed tokens: 27666677760 | elapsed time per iteration (s): 0.37 | learning rate: 2.703E-05 | global batch size: 256 | lm loss: 3.067081E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.644 | TFLOPs: 32.42 | 7: iteration 52780/ 60336 | consumed samples: 13511680 | consumed tokens: 27671920640 | elapsed time per iteration (s): 0.37 | learning rate: 2.701E-05 | global batch size: 256 | lm loss: 3.068035E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 686.449 | TFLOPs: 32.04 | 7: iteration 52790/ 60336 | consumed samples: 13514240 | consumed tokens: 27677163520 | elapsed time per iteration (s): 0.37 | learning rate: 2.700E-05 | global batch size: 256 | lm loss: 3.060521E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.961 | TFLOPs: 32.44 | 7: iteration 52800/ 60336 | consumed samples: 13516800 | consumed tokens: 27682406400 | elapsed time per iteration (s): 0.37 | learning rate: 2.698E-05 | global batch size: 256 | lm loss: 3.072446E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.602 | TFLOPs: 32.42 | 7: iteration 52810/ 60336 | consumed samples: 13519360 | consumed tokens: 27687649280 | elapsed time per iteration (s): 0.37 | learning rate: 2.696E-05 | global batch size: 256 | lm loss: 3.075499E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.903 | TFLOPs: 32.44 | 7: iteration 52820/ 60336 | consumed samples: 13521920 | consumed tokens: 27692892160 | elapsed time per iteration (s): 0.37 | learning rate: 2.694E-05 | global batch size: 256 | lm loss: 3.061751E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.529 | TFLOPs: 32.42 | 7: iteration 52830/ 60336 | consumed samples: 13524480 | consumed tokens: 27698135040 | elapsed time per iteration (s): 0.37 | learning rate: 2.692E-05 | global batch size: 256 | lm loss: 3.069814E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.588 | TFLOPs: 32.42 | 7: iteration 52840/ 60336 | consumed samples: 13527040 | consumed tokens: 27703377920 | elapsed time per iteration (s): 0.37 | learning rate: 2.690E-05 | global batch size: 256 | lm loss: 3.062891E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.678 | TFLOPs: 32.42 | 7: iteration 52850/ 60336 | consumed samples: 13529600 | consumed tokens: 27708620800 | elapsed time per iteration (s): 0.37 | learning rate: 2.689E-05 | global batch size: 256 | lm loss: 3.064222E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.731 | TFLOPs: 32.43 | 7: iteration 52860/ 60336 | consumed samples: 13532160 | consumed tokens: 27713863680 | elapsed time per iteration (s): 0.37 | learning rate: 2.687E-05 | global batch size: 256 | lm loss: 3.062436E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.921 | TFLOPs: 32.44 | 7: iteration 52870/ 60336 | consumed samples: 13534720 | consumed 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60336 | consumed samples: 13542400 | consumed tokens: 27734835200 | elapsed time per iteration (s): 0.37 | learning rate: 2.680E-05 | global batch size: 256 | lm loss: 3.072107E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.553 | TFLOPs: 32.42 | 7: iteration 52910/ 60336 | consumed samples: 13544960 | consumed tokens: 27740078080 | elapsed time per iteration (s): 0.37 | learning rate: 2.678E-05 | global batch size: 256 | lm loss: 3.069590E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.167 | TFLOPs: 32.21 | 7: iteration 52920/ 60336 | consumed samples: 13547520 | consumed tokens: 27745320960 | elapsed time per iteration (s): 0.37 | learning rate: 2.676E-05 | global batch size: 256 | lm loss: 3.072309E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.341 | TFLOPs: 32.41 | 7: iteration 52930/ 60336 | consumed samples: 13550080 | consumed tokens: 27750563840 | elapsed time per iteration (s): 0.37 | learning rate: 2.674E-05 | global batch size: 256 | lm loss: 3.069043E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.149 | TFLOPs: 32.40 | 7: iteration 52940/ 60336 | consumed samples: 13552640 | consumed tokens: 27755806720 | elapsed time per iteration (s): 0.37 | learning rate: 2.672E-05 | global batch size: 256 | lm loss: 3.061442E+00 | grad norm: 0.247 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.843 | TFLOPs: 32.39 | 7: iteration 52950/ 60336 | consumed samples: 13555200 | consumed tokens: 27761049600 | elapsed time per iteration (s): 0.37 | learning rate: 2.671E-05 | global batch size: 256 | lm loss: 3.074854E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.887 | TFLOPs: 32.39 | 7: iteration 52960/ 60336 | consumed samples: 13557760 | consumed tokens: 27766292480 | elapsed time per iteration (s): 0.37 | learning rate: 2.669E-05 | global batch size: 256 | lm loss: 3.061803E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.982 | TFLOPs: 32.39 | 7: iteration 52970/ 60336 | consumed samples: 13560320 | consumed tokens: 27771535360 | elapsed time per iteration (s): 0.37 | learning rate: 2.667E-05 | global batch size: 256 | lm loss: 3.060865E+00 | grad norm: 0.244 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.355 | TFLOPs: 32.41 | 7: iteration 52980/ 60336 | consumed samples: 13562880 | consumed tokens: 27776778240 | elapsed time per iteration (s): 0.37 | learning rate: 2.665E-05 | global batch size: 256 | lm loss: 3.069402E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.315 | TFLOPs: 32.41 | 7: iteration 52990/ 60336 | consumed samples: 13565440 | consumed tokens: 27782021120 | elapsed time per iteration (s): 0.37 | learning rate: 2.663E-05 | global batch size: 256 | lm loss: 3.066446E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.357 | TFLOPs: 32.41 | 7: iteration 53000/ 60336 | consumed samples: 13568000 | consumed tokens: 27787264000 | elapsed time per iteration (s): 0.37 | learning rate: 2.662E-05 | global batch size: 256 | lm loss: 3.060000E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.427 | TFLOPs: 32.41 | 7: ------------------------------------------------------------------------------------------------ 7: validation loss at iteration 53000 | lm loss value: 3.804891E+00 | lm loss PPL: 4.492035E+01 | 7: ------------------------------------------------------------------------------------------------ 0: saving checkpoint at iteration 53000 to checkpoints_146m32b100m 0: [2023-03-16 15:30:05,981] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step53000 is begin to save! 0: [2023-03-16 15:30:05,985] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100m/global_step53000/layer_01-model_00-model_states.pt... 0: [2023-03-16 15:30:06,080] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step53000/layer_01-model_00-model_states.pt. 0: [2023-03-16 15:30:06,080] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100m/global_step53000/layer_03-model_00-model_states.pt... 0: [2023-03-16 15:30:06,097] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step53000/layer_03-model_00-model_states.pt. 0: [2023-03-16 15:30:06,097] 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[2023-03-16 15:30:06,395] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step53000 is ready now! 4: [2023-03-16 15:30:06,395] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step53000 is ready now! 4: [2023-03-16 15:30:06,395] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step53000 is ready now! 4: [2023-03-16 15:30:06,395] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step53000 is ready now! 4: [2023-03-16 15:30:06,395] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step53000 is ready now! 4: [2023-03-16 15:30:06,395] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step53000 is ready now! 4: [2023-03-16 15:30:06,395] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step53000 is ready now! 0: [2023-03-16 15:30:06,401] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step53000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt 0: [2023-03-16 15:30:06,402] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step53000 is ready now! 0: successfully saved checkpoint at iteration 53000 to checkpoints_146m32b100m 7: time (ms) | save-checkpoint: 428.52 7: iteration 53010/ 60336 | consumed samples: 13570560 | consumed tokens: 27792506880 | elapsed time per iteration (s): 0.42 | learning rate: 2.660E-05 | global batch size: 256 | lm loss: 3.060539E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 607.937 | TFLOPs: 28.38 | 7: iteration 53020/ 60336 | consumed samples: 13573120 | consumed tokens: 27797749760 | elapsed time per iteration (s): 0.37 | learning rate: 2.658E-05 | global batch size: 256 | lm loss: 3.070527E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.344 | TFLOPs: 32.36 | 7: iteration 53030/ 60336 | consumed samples: 13575680 | consumed tokens: 27802992640 | elapsed time per iteration (s): 0.37 | learning rate: 2.656E-05 | global batch size: 256 | lm loss: 3.056144E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.914 | TFLOPs: 32.34 | 7: iteration 53040/ 60336 | consumed samples: 13578240 | consumed tokens: 27808235520 | elapsed time per iteration (s): 0.37 | learning rate: 2.655E-05 | global batch size: 256 | lm loss: 3.068204E+00 | grad norm: 0.245 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.468 | TFLOPs: 32.37 | 7: iteration 53050/ 60336 | consumed samples: 13580800 | consumed tokens: 27813478400 | elapsed time per iteration (s): 0.37 | learning rate: 2.653E-05 | global batch size: 256 | lm loss: 3.075270E+00 | grad norm: 0.245 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.043 | TFLOPs: 32.35 | 7: iteration 53060/ 60336 | consumed samples: 13583360 | consumed tokens: 27818721280 | elapsed time per iteration (s): 0.37 | learning rate: 2.651E-05 | global batch size: 256 | lm loss: 3.064862E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.684 | TFLOPs: 32.38 | 7: iteration 53070/ 60336 | consumed samples: 13585920 | consumed tokens: 27823964160 | elapsed time per iteration (s): 0.37 | learning rate: 2.649E-05 | global batch size: 256 | lm loss: 3.072513E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.523 | TFLOPs: 32.37 | 7: iteration 53080/ 60336 | consumed samples: 13588480 | consumed tokens: 27829207040 | elapsed time per iteration (s): 0.37 | learning rate: 2.647E-05 | global batch size: 256 | lm loss: 3.063755E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.277 | TFLOPs: 32.36 | 7: iteration 53090/ 60336 | consumed samples: 13591040 | consumed tokens: 27834449920 | elapsed time per iteration (s): 0.37 | learning rate: 2.646E-05 | global batch size: 256 | lm loss: 3.076301E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.480 | TFLOPs: 32.14 | 7: iteration 53100/ 60336 | consumed samples: 13593600 | consumed tokens: 27839692800 | elapsed time per iteration (s): 0.37 | learning rate: 2.644E-05 | global batch size: 256 | lm loss: 3.048037E+00 | grad norm: 0.228 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.871 | TFLOPs: 32.39 | 7: iteration 53110/ 60336 | consumed samples: 13596160 | consumed tokens: 27844935680 | elapsed time per iteration (s): 0.37 | learning rate: 2.642E-05 | global batch size: 256 | lm loss: 3.075724E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.667 | TFLOPs: 32.38 | 7: iteration 53120/ 60336 | consumed samples: 13598720 | consumed tokens: 27850178560 | elapsed time per iteration (s): 0.37 | learning rate: 2.640E-05 | global batch size: 256 | lm loss: 3.068091E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.906 | TFLOPs: 32.39 | 7: iteration 53130/ 60336 | consumed samples: 13601280 | consumed tokens: 27855421440 | elapsed time per iteration (s): 0.37 | learning rate: 2.639E-05 | global batch size: 256 | lm loss: 3.075599E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.011 | TFLOPs: 32.39 | 7: iteration 53140/ 60336 | consumed samples: 13603840 | consumed tokens: 27860664320 | elapsed time per iteration (s): 0.37 | learning rate: 2.637E-05 | global batch size: 256 | lm loss: 3.071995E+00 | grad norm: 0.231 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.361 | TFLOPs: 32.41 | 7: iteration 53150/ 60336 | consumed samples: 13606400 | consumed tokens: 27865907200 | elapsed time per iteration (s): 0.37 | learning rate: 2.635E-05 | global batch size: 256 | lm loss: 3.061549E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.167 | TFLOPs: 32.40 | 7: iteration 53160/ 60336 | consumed samples: 13608960 | consumed tokens: 27871150080 | elapsed time per iteration (s): 0.37 | learning rate: 2.633E-05 | global batch size: 256 | lm loss: 3.057005E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.644 | TFLOPs: 32.42 | 7: iteration 53170/ 60336 | consumed samples: 13611520 | consumed tokens: 27876392960 | elapsed time per iteration (s): 0.37 | learning rate: 2.632E-05 | global batch size: 256 | lm loss: 3.064152E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.245 | TFLOPs: 32.40 | 7: iteration 53180/ 60336 | consumed samples: 13614080 | consumed tokens: 27881635840 | elapsed time per iteration (s): 0.37 | learning rate: 2.630E-05 | global batch size: 256 | lm loss: 3.062538E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.446 | TFLOPs: 32.32 | 7: iteration 53190/ 60336 | consumed samples: 13616640 | consumed tokens: 27886878720 | elapsed time per iteration (s): 0.37 | learning rate: 2.628E-05 | global batch size: 256 | lm loss: 3.056084E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.767 | TFLOPs: 32.34 | 7: iteration 53200/ 60336 | consumed samples: 13619200 | consumed tokens: 27892121600 | elapsed time per iteration (s): 0.37 | learning rate: 2.626E-05 | global batch size: 256 | lm loss: 3.052042E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.402 | TFLOPs: 32.37 | 7: iteration 53210/ 60336 | consumed samples: 13621760 | consumed tokens: 27897364480 | elapsed time per iteration (s): 0.37 | learning rate: 2.625E-05 | global batch size: 256 | lm loss: 3.064870E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.774 | TFLOPs: 32.38 | 7: iteration 53220/ 60336 | consumed samples: 13624320 | consumed tokens: 27902607360 | elapsed time per iteration (s): 0.37 | learning rate: 2.623E-05 | global batch size: 256 | lm loss: 3.053778E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.934 | TFLOPs: 32.39 | 7: iteration 53230/ 60336 | consumed samples: 13626880 | consumed tokens: 27907850240 | elapsed time per iteration (s): 0.37 | learning rate: 2.621E-05 | global batch size: 256 | lm loss: 3.066614E+00 | grad norm: 0.228 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.291 | TFLOPs: 32.41 | 7: iteration 53240/ 60336 | consumed samples: 13629440 | consumed tokens: 27913093120 | elapsed time per iteration (s): 0.37 | learning rate: 2.620E-05 | global batch size: 256 | lm loss: 3.058771E+00 | grad norm: 0.248 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.091 | TFLOPs: 32.40 | 7: iteration 53250/ 60336 | consumed samples: 13632000 | consumed tokens: 27918336000 | elapsed time per iteration (s): 0.37 | learning rate: 2.618E-05 | global batch size: 256 | lm loss: 3.061658E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.119 | TFLOPs: 32.12 | 7: iteration 53260/ 60336 | consumed samples: 13634560 | consumed tokens: 27923578880 | elapsed time per iteration (s): 0.37 | learning rate: 2.616E-05 | global batch size: 256 | lm loss: 3.055769E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.906 | TFLOPs: 32.16 | 7: iteration 53270/ 60336 | consumed samples: 13637120 | consumed tokens: 27928821760 | elapsed time per iteration (s): 0.37 | learning rate: 2.614E-05 | global batch size: 256 | lm loss: 3.062167E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.904 | TFLOPs: 32.39 | 7: iteration 53280/ 60336 | consumed samples: 13639680 | consumed tokens: 27934064640 | elapsed time per iteration (s): 0.37 | learning rate: 2.613E-05 | global batch size: 256 | lm loss: 3.062114E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.649 | TFLOPs: 32.38 | 7: iteration 53290/ 60336 | consumed samples: 13642240 | consumed tokens: 27939307520 | elapsed time per iteration (s): 0.37 | learning rate: 2.611E-05 | global batch size: 256 | lm loss: 3.057484E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.764 | TFLOPs: 32.38 | 7: iteration 53300/ 60336 | consumed samples: 13644800 | consumed tokens: 27944550400 | elapsed time per iteration (s): 0.37 | learning rate: 2.609E-05 | global batch size: 256 | lm loss: 3.061290E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.731 | TFLOPs: 32.38 | 7: iteration 53310/ 60336 | consumed samples: 13647360 | consumed tokens: 27949793280 | elapsed time per iteration (s): 0.37 | learning rate: 2.608E-05 | global batch size: 256 | lm loss: 3.057739E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.067 | TFLOPs: 32.35 | 7: iteration 53320/ 60336 | consumed samples: 13649920 | consumed tokens: 27955036160 | elapsed time per iteration (s): 0.37 | learning rate: 2.606E-05 | global batch size: 256 | lm loss: 3.058525E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.151 | TFLOPs: 32.35 | 7: iteration 53330/ 60336 | consumed samples: 13652480 | consumed tokens: 27960279040 | elapsed time per iteration (s): 0.37 | learning rate: 2.604E-05 | global batch size: 256 | lm loss: 3.066563E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.477 | TFLOPs: 32.37 | 7: iteration 53340/ 60336 | consumed samples: 13655040 | consumed tokens: 27965521920 | elapsed time per iteration (s): 0.37 | learning rate: 2.602E-05 | global batch size: 256 | lm loss: 3.077922E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.315 | TFLOPs: 32.36 | 7: iteration 53350/ 60336 | consumed samples: 13657600 | consumed tokens: 27970764800 | elapsed time per iteration (s): 0.37 | learning rate: 2.601E-05 | global batch size: 256 | lm loss: 3.070928E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.813 | TFLOPs: 32.38 | 7: iteration 53360/ 60336 | consumed samples: 13660160 | consumed tokens: 27976007680 | elapsed time per iteration (s): 0.37 | learning rate: 2.599E-05 | global batch size: 256 | lm loss: 3.071626E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.656 | TFLOPs: 32.38 | 7: iteration 53370/ 60336 | consumed samples: 13662720 | consumed tokens: 27981250560 | elapsed time per iteration (s): 0.37 | learning rate: 2.597E-05 | global batch size: 256 | lm loss: 3.060578E+00 | grad norm: 0.229 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.458 | TFLOPs: 32.37 | 7: iteration 53380/ 60336 | consumed samples: 13665280 | consumed tokens: 27986493440 | elapsed time per iteration (s): 0.37 | learning rate: 2.596E-05 | global batch size: 256 | lm loss: 3.057553E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.135 | TFLOPs: 32.40 | 7: iteration 53390/ 60336 | consumed samples: 13667840 | consumed tokens: 27991736320 | elapsed time per iteration (s): 0.37 | learning rate: 2.594E-05 | global batch size: 256 | lm loss: 3.062395E+00 | grad norm: 0.228 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.530 | TFLOPs: 32.37 | 7: iteration 53400/ 60336 | consumed samples: 13670400 | consumed tokens: 27996979200 | elapsed time per iteration (s): 0.37 | learning rate: 2.592E-05 | global batch size: 256 | lm loss: 3.060119E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.950 | TFLOPs: 32.34 | 7: iteration 53410/ 60336 | consumed samples: 13672960 | consumed tokens: 28002222080 | elapsed time per iteration (s): 0.37 | learning rate: 2.591E-05 | global batch size: 256 | lm loss: 3.075779E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.782 | TFLOPs: 32.38 | 7: iteration 53420/ 60336 | consumed samples: 13675520 | consumed tokens: 28007464960 | elapsed time per iteration (s): 0.37 | learning rate: 2.589E-05 | global batch size: 256 | lm loss: 3.066412E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.711 | TFLOPs: 32.38 | 7: iteration 53430/ 60336 | consumed samples: 13678080 | consumed tokens: 28012707840 | elapsed time per iteration (s): 0.37 | learning rate: 2.587E-05 | global batch size: 256 | lm loss: 3.055294E+00 | grad norm: 0.246 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.337 | TFLOPs: 32.36 | 7: iteration 53440/ 60336 | consumed samples: 13680640 | consumed tokens: 28017950720 | elapsed time per iteration (s): 0.37 | learning rate: 2.585E-05 | global batch size: 256 | lm loss: 3.069023E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.242 | TFLOPs: 32.40 | 7: iteration 53450/ 60336 | consumed samples: 13683200 | consumed tokens: 28023193600 | elapsed time per iteration (s): 0.37 | learning rate: 2.584E-05 | global batch size: 256 | lm loss: 3.069932E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.239 | TFLOPs: 32.40 | 7: iteration 53460/ 60336 | consumed samples: 13685760 | consumed tokens: 28028436480 | elapsed time per iteration (s): 0.37 | learning rate: 2.582E-05 | global batch size: 256 | lm loss: 3.068472E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.585 | TFLOPs: 32.37 | 7: iteration 53470/ 60336 | consumed samples: 13688320 | consumed tokens: 28033679360 | elapsed time per iteration (s): 0.37 | learning rate: 2.580E-05 | global batch size: 256 | lm loss: 3.067249E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.048 | TFLOPs: 32.07 | 7: iteration 53480/ 60336 | consumed samples: 13690880 | consumed tokens: 28038922240 | elapsed time per iteration (s): 0.37 | learning rate: 2.579E-05 | global batch size: 256 | lm loss: 3.063340E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.369 | TFLOPs: 32.41 | 7: iteration 53490/ 60336 | consumed samples: 13693440 | consumed tokens: 28044165120 | elapsed time per iteration (s): 0.37 | learning rate: 2.577E-05 | global batch size: 256 | lm loss: 3.073577E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.318 | TFLOPs: 32.41 | 7: iteration 53500/ 60336 | consumed samples: 13696000 | consumed tokens: 28049408000 | elapsed time per iteration (s): 0.37 | learning rate: 2.575E-05 | global batch size: 256 | lm loss: 3.067255E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.137 | TFLOPs: 32.40 | 7: iteration 53510/ 60336 | consumed samples: 13698560 | consumed tokens: 28054650880 | elapsed time per iteration (s): 0.37 | learning rate: 2.574E-05 | global batch size: 256 | lm loss: 3.058587E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.476 | TFLOPs: 32.42 | 7: iteration 53520/ 60336 | consumed samples: 13701120 | consumed tokens: 28059893760 | elapsed time per iteration (s): 0.37 | learning rate: 2.572E-05 | global batch size: 256 | lm loss: 3.062750E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.659 | TFLOPs: 32.42 | 7: iteration 53530/ 60336 | consumed samples: 13703680 | consumed tokens: 28065136640 | elapsed time per iteration (s): 0.37 | learning rate: 2.570E-05 | global batch size: 256 | lm loss: 3.072394E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.823 | TFLOPs: 32.43 | 7: iteration 53540/ 60336 | consumed samples: 13706240 | consumed tokens: 28070379520 | elapsed time per iteration (s): 0.37 | learning rate: 2.569E-05 | global batch size: 256 | lm loss: 3.069294E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.662 | TFLOPs: 32.38 | 7: iteration 53550/ 60336 | consumed samples: 13708800 | consumed tokens: 28075622400 | elapsed time per iteration (s): 0.38 | learning rate: 2.567E-05 | global batch size: 256 | lm loss: 3.055339E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 672.567 | TFLOPs: 31.39 | 7: iteration 53560/ 60336 | consumed samples: 13711360 | consumed tokens: 28080865280 | elapsed time per iteration (s): 0.37 | learning rate: 2.566E-05 | global batch size: 256 | lm loss: 3.070776E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.711 | TFLOPs: 32.43 | 7: iteration 53570/ 60336 | consumed samples: 13713920 | consumed tokens: 28086108160 | elapsed time per iteration (s): 0.37 | learning rate: 2.564E-05 | global batch size: 256 | lm loss: 3.065611E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 685.361 | TFLOPs: 31.99 | 7: iteration 53580/ 60336 | consumed samples: 13716480 | consumed tokens: 28091351040 | elapsed time per iteration (s): 0.37 | learning rate: 2.562E-05 | global batch size: 256 | lm loss: 3.074035E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.179 | TFLOPs: 32.31 | 7: iteration 53590/ 60336 | consumed samples: 13719040 | consumed tokens: 28096593920 | elapsed time per iteration (s): 0.37 | learning rate: 2.561E-05 | global batch size: 256 | lm loss: 3.054623E+00 | grad norm: 0.246 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.720 | TFLOPs: 32.43 | 7: iteration 53600/ 60336 | consumed samples: 13721600 | consumed tokens: 28101836800 | elapsed time per iteration (s): 0.37 | learning rate: 2.559E-05 | global batch size: 256 | lm loss: 3.065051E+00 | grad norm: 0.244 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.113 | TFLOPs: 32.31 | 7: iteration 53610/ 60336 | consumed samples: 13724160 | consumed tokens: 28107079680 | elapsed time per iteration (s): 0.37 | learning rate: 2.557E-05 | global batch size: 256 | lm loss: 3.059035E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.957 | TFLOPs: 32.34 | 7: iteration 53620/ 60336 | consumed samples: 13726720 | consumed tokens: 28112322560 | elapsed time per iteration (s): 0.37 | learning rate: 2.556E-05 | global batch size: 256 | lm loss: 3.057512E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.746 | TFLOPs: 32.10 | 7: iteration 53630/ 60336 | consumed samples: 13729280 | consumed tokens: 28117565440 | elapsed time per iteration (s): 0.37 | learning rate: 2.554E-05 | global batch size: 256 | lm loss: 3.054445E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.504 | TFLOPs: 32.42 | 7: iteration 53640/ 60336 | consumed samples: 13731840 | consumed tokens: 28122808320 | elapsed time per iteration (s): 0.37 | learning rate: 2.552E-05 | global batch size: 256 | lm loss: 3.078683E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.647 | TFLOPs: 32.42 | 7: iteration 53650/ 60336 | consumed samples: 13734400 | consumed tokens: 28128051200 | elapsed time per iteration (s): 0.37 | learning rate: 2.551E-05 | global batch size: 256 | lm loss: 3.057157E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 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2.500E-05 | global batch size: 256 | lm loss: 3.064455E+00 | grad norm: 0.245 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.907 | TFLOPs: 32.34 | 7: iteration 53980/ 60336 | consumed samples: 13818880 | consumed tokens: 28301066240 | elapsed time per iteration (s): 0.37 | learning rate: 2.498E-05 | global batch size: 256 | lm loss: 3.076280E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.576 | TFLOPs: 32.37 | 7: iteration 53990/ 60336 | consumed samples: 13821440 | consumed tokens: 28306309120 | elapsed time per iteration (s): 0.37 | learning rate: 2.497E-05 | global batch size: 256 | lm loss: 3.068257E+00 | grad norm: 0.231 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.444 | TFLOPs: 32.37 | 0: [2023-03-16 15:36:16,489] [INFO] [logging.py:68:log_dist] [Rank 0] step=54000, skipped=0, lr=[2.495114368327582e-05, 2.495114368327582e-05, 2.495114368327582e-05], mom=[(0.9, 0.999), (0.9, 0.999), (0.9, 0.999)] 7: iteration 54000/ 60336 | consumed samples: 13824000 | consumed tokens: 28311552000 | elapsed time per iteration (s): 0.37 | learning rate: 2.495E-05 | global batch size: 256 | lm loss: 3.052107E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.199 | TFLOPs: 32.36 | 0: steps: 54000 loss: 3.1055 iter time (s): 0.368 samples/sec: 694.883 7: ------------------------------------------------------------------------------------------------ 7: validation loss at iteration 54000 | lm loss value: 3.800865E+00 | lm loss PPL: 4.473986E+01 | 7: ------------------------------------------------------------------------------------------------ 0: saving checkpoint at iteration 54000 to checkpoints_146m32b100m 0: [2023-03-16 15:36:16,614] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint 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checkpoints_146m32b100m/global_step54000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt. 0: [2023-03-16 15:36:17,003] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step54000/bf16_zero_pp_rank_4_mp_rank_00_optim_states.pt. 0: [2023-03-16 15:36:17,004] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step54000/bf16_zero_pp_rank_4_mp_rank_00_optim_states.pt 0: [2023-03-16 15:36:17,004] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step54000 is ready now! 0: [2023-03-16 15:36:17,004] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step54000/bf16_zero_pp_rank_1_mp_rank_00_optim_states.pt. 0: [2023-03-16 15:36:17,005] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step54000/bf16_zero_pp_rank_1_mp_rank_00_optim_states.pt 0: [2023-03-16 15:36:17,005] [INFO] 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[engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step54000/bf16_zero_pp_rank_40_mp_rank_00_optim_states.pt 5: [2023-03-16 15:36:17,007] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step54000 is ready now! 5: [2023-03-16 15:36:17,008] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step54000/bf16_zero_pp_rank_47_mp_rank_00_optim_states.pt. 5: [2023-03-16 15:36:17,009] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step54000/bf16_zero_pp_rank_47_mp_rank_00_optim_states.pt 5: [2023-03-16 15:36:17,009] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step54000 is ready now! 1: [2023-03-16 15:36:17,009] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step54000/bf16_zero_pp_rank_15_mp_rank_00_optim_states.pt. 1: [2023-03-16 15:36:17,009] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step54000/bf16_zero_pp_rank_15_mp_rank_00_optim_states.pt 1: [2023-03-16 15:36:17,009] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step54000 is ready now! 1: [2023-03-16 15:36:17,009] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step54000/bf16_zero_pp_rank_12_mp_rank_00_optim_states.pt. 1: [2023-03-16 15:36:17,009] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step54000/bf16_zero_pp_rank_12_mp_rank_00_optim_states.pt 7: [2023-03-16 15:36:17,009] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step54000/bf16_zero_pp_rank_56_mp_rank_00_optim_states.pt. 1: [2023-03-16 15:36:17,009] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step54000 is ready now! 7: [2023-03-16 15:36:17,009] [INFO] 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[engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step54000/bf16_zero_pp_rank_13_mp_rank_00_optim_states.pt 1: [2023-03-16 15:36:17,010] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step54000 is ready now! 5: [2023-03-16 15:36:17,010] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step54000/bf16_zero_pp_rank_42_mp_rank_00_optim_states.pt. 4: [2023-03-16 15:36:17,010] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step54000/bf16_zero_pp_rank_35_mp_rank_00_optim_states.pt. 4: [2023-03-16 15:36:17,010] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step54000/bf16_zero_pp_rank_39_mp_rank_00_optim_states.pt. 4: [2023-03-16 15:36:17,010] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved 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[engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step54000/bf16_zero_pp_rank_27_mp_rank_00_optim_states.pt 6: [2023-03-16 15:36:17,014] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step54000 is ready now! 3: [2023-03-16 15:36:17,022] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step54000 is ready now! 3: [2023-03-16 15:36:17,022] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step54000 is ready now! 3: [2023-03-16 15:36:17,022] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step54000/bf16_zero_pp_rank_24_mp_rank_00_optim_states.pt. 3: [2023-03-16 15:36:17,022] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step54000/bf16_zero_pp_rank_29_mp_rank_00_optim_states.pt. 3: [2023-03-16 15:36:17,022] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved 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checkpoints_146m32b100m/global_step54000/bf16_zero_pp_rank_29_mp_rank_00_optim_states.pt 3: [2023-03-16 15:36:17,022] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step54000 is ready now! 3: [2023-03-16 15:36:17,022] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step54000 is ready now! 3: [2023-03-16 15:36:17,022] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step54000/bf16_zero_pp_rank_25_mp_rank_00_optim_states.pt 3: [2023-03-16 15:36:17,022] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step54000 is ready now! 3: [2023-03-16 15:36:17,022] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step54000/bf16_zero_pp_rank_31_mp_rank_00_optim_states.pt 3: [2023-03-16 15:36:17,022] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step54000/bf16_zero_pp_rank_30_mp_rank_00_optim_states.pt 3: [2023-03-16 15:36:17,022] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step54000 is ready now! 3: [2023-03-16 15:36:17,022] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step54000 is ready now! 3: [2023-03-16 15:36:17,022] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step54000 is ready now! 7: [2023-03-16 15:36:17,023] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step54000/bf16_zero_pp_rank_59_mp_rank_00_optim_states.pt. 7: [2023-03-16 15:36:17,023] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step54000/bf16_zero_pp_rank_58_mp_rank_00_optim_states.pt. 7: [2023-03-16 15:36:17,023] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step54000/bf16_zero_pp_rank_59_mp_rank_00_optim_states.pt 7: [2023-03-16 15:36:17,023] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step54000/bf16_zero_pp_rank_58_mp_rank_00_optim_states.pt 7: [2023-03-16 15:36:17,023] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step54000 is ready now! 7: [2023-03-16 15:36:17,023] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step54000 is ready now! 0: [2023-03-16 15:36:17,023] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step54000/bf16_zero_pp_rank_2_mp_rank_00_optim_states.pt. 0: [2023-03-16 15:36:17,023] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step54000/bf16_zero_pp_rank_2_mp_rank_00_optim_states.pt 0: [2023-03-16 15:36:17,023] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint 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Saved checkpoints_146m32b100m/global_step54000/bf16_zero_pp_rank_21_mp_rank_00_optim_states.pt. 2: [2023-03-16 15:36:17,036] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step54000/bf16_zero_pp_rank_17_mp_rank_00_optim_states.pt. 2: [2023-03-16 15:36:17,036] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step54000/bf16_zero_pp_rank_16_mp_rank_00_optim_states.pt 2: [2023-03-16 15:36:17,036] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step54000/bf16_zero_pp_rank_22_mp_rank_00_optim_states.pt. 2: [2023-03-16 15:36:17,036] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step54000/bf16_zero_pp_rank_23_mp_rank_00_optim_states.pt 2: [2023-03-16 15:36:17,036] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved 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[Torch] Checkpoint global_step54000 is ready now! 0: [2023-03-16 15:36:17,038] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step54000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt 0: [2023-03-16 15:36:17,038] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step54000 is ready now! 0: successfully saved checkpoint at iteration 54000 to checkpoints_146m32b100m 7: time (ms) | save-checkpoint: 431.13 7: iteration 54010/ 60336 | consumed samples: 13826560 | consumed tokens: 28316794880 | elapsed time per iteration (s): 0.42 | learning rate: 2.494E-05 | global batch size: 256 | lm loss: 3.068688E+00 | grad norm: 0.246 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 604.483 | TFLOPs: 28.22 | 7: iteration 54020/ 60336 | consumed samples: 13829120 | consumed tokens: 28322037760 | elapsed time per iteration (s): 0.37 | learning rate: 2.492E-05 | global batch size: 256 | lm loss: 3.067622E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.593 | TFLOPs: 32.37 | 7: iteration 54030/ 60336 | consumed samples: 13831680 | consumed tokens: 28327280640 | elapsed time per iteration (s): 0.37 | learning rate: 2.490E-05 | global batch size: 256 | lm loss: 3.060904E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.043 | TFLOPs: 32.40 | 7: iteration 54040/ 60336 | consumed samples: 13834240 | consumed tokens: 28332523520 | elapsed time per iteration (s): 0.37 | learning rate: 2.489E-05 | global batch size: 256 | lm loss: 3.066445E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.012 | TFLOPs: 32.39 | 7: iteration 54050/ 60336 | consumed samples: 13836800 | consumed tokens: 28337766400 | elapsed time per iteration (s): 0.37 | learning rate: 2.487E-05 | global batch size: 256 | lm loss: 3.054436E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.751 | TFLOPs: 32.34 | 7: iteration 54060/ 60336 | consumed samples: 13839360 | consumed tokens: 28343009280 | elapsed time per iteration (s): 0.37 | learning rate: 2.486E-05 | global batch size: 256 | lm loss: 3.062258E+00 | grad norm: 0.250 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.499 | TFLOPs: 32.32 | 7: iteration 54070/ 60336 | consumed samples: 13841920 | consumed tokens: 28348252160 | elapsed time per iteration (s): 0.37 | learning rate: 2.484E-05 | global batch size: 256 | lm loss: 3.060868E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.018 | TFLOPs: 32.35 | 7: iteration 54080/ 60336 | consumed samples: 13844480 | consumed tokens: 28353495040 | elapsed time per iteration (s): 0.37 | learning rate: 2.483E-05 | global batch size: 256 | lm loss: 3.062309E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.310 | TFLOPs: 32.13 | 7: iteration 54090/ 60336 | consumed samples: 13847040 | consumed tokens: 28358737920 | elapsed time per iteration (s): 0.37 | learning rate: 2.481E-05 | global batch size: 256 | lm loss: 3.054558E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.858 | TFLOPs: 32.34 | 7: iteration 54100/ 60336 | consumed samples: 13849600 | consumed tokens: 28363980800 | elapsed time per iteration (s): 0.37 | learning rate: 2.480E-05 | global batch size: 256 | lm loss: 3.071068E+00 | grad norm: 0.227 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.020 | TFLOPs: 32.35 | 7: iteration 54110/ 60336 | consumed samples: 13852160 | consumed tokens: 28369223680 | elapsed time per iteration (s): 0.37 | learning rate: 2.478E-05 | global batch size: 256 | lm loss: 3.058990E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.778 | TFLOPs: 32.34 | 7: iteration 54120/ 60336 | consumed samples: 13854720 | consumed tokens: 28374466560 | elapsed time per iteration (s): 0.37 | learning rate: 2.477E-05 | global batch size: 256 | lm loss: 3.071054E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.613 | TFLOPs: 32.33 | 7: iteration 54130/ 60336 | consumed samples: 13857280 | consumed tokens: 28379709440 | elapsed time per iteration (s): 0.37 | learning rate: 2.475E-05 | global batch size: 256 | lm loss: 3.060046E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.135 | TFLOPs: 32.35 | 7: iteration 54140/ 60336 | consumed samples: 13859840 | consumed tokens: 28384952320 | elapsed time per iteration (s): 0.37 | learning rate: 2.474E-05 | global batch size: 256 | lm loss: 3.068192E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.927 | TFLOPs: 32.34 | 7: iteration 54150/ 60336 | consumed samples: 13862400 | consumed tokens: 28390195200 | elapsed time per iteration (s): 0.37 | learning rate: 2.472E-05 | global batch size: 256 | lm loss: 3.066644E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.612 | TFLOPs: 32.33 | 7: iteration 54160/ 60336 | consumed samples: 13864960 | consumed tokens: 28395438080 | elapsed time per iteration (s): 0.37 | learning rate: 2.471E-05 | global batch size: 256 | lm loss: 3.058564E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.915 | TFLOPs: 32.34 | 7: iteration 54170/ 60336 | consumed samples: 13867520 | consumed tokens: 28400680960 | elapsed time per iteration (s): 0.37 | learning rate: 2.469E-05 | global batch size: 256 | lm loss: 3.057902E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.421 | TFLOPs: 32.37 | 7: iteration 54180/ 60336 | consumed samples: 13870080 | consumed tokens: 28405923840 | elapsed time per iteration (s): 0.37 | learning rate: 2.468E-05 | global batch size: 256 | lm loss: 3.071245E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.848 | TFLOPs: 32.34 | 7: iteration 54190/ 60336 | consumed samples: 13872640 | consumed tokens: 28411166720 | elapsed time per iteration (s): 0.37 | learning rate: 2.466E-05 | global batch size: 256 | lm loss: 3.073583E+00 | grad norm: 0.244 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.763 | TFLOPs: 32.34 | 7: iteration 54200/ 60336 | consumed samples: 13875200 | consumed tokens: 28416409600 | elapsed time per iteration (s): 0.37 | learning rate: 2.465E-05 | global batch size: 256 | lm loss: 3.059427E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.821 | TFLOPs: 32.34 | 7: iteration 54210/ 60336 | consumed samples: 13877760 | consumed tokens: 28421652480 | elapsed time per iteration (s): 0.37 | learning rate: 2.463E-05 | global batch size: 256 | lm loss: 3.070422E+00 | grad norm: 0.228 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.737 | TFLOPs: 32.33 | 7: iteration 54220/ 60336 | consumed samples: 13880320 | consumed tokens: 28426895360 | elapsed time per iteration (s): 0.37 | learning rate: 2.462E-05 | global batch size: 256 | lm loss: 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2.457E-05 | global batch size: 256 | lm loss: 3.064837E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.961 | TFLOPs: 32.39 | 7: iteration 54260/ 60336 | consumed samples: 13890560 | consumed tokens: 28447866880 | elapsed time per iteration (s): 0.37 | learning rate: 2.456E-05 | global batch size: 256 | lm loss: 3.055830E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.001 | TFLOPs: 32.39 | 7: iteration 54270/ 60336 | consumed samples: 13893120 | consumed tokens: 28453109760 | elapsed time per iteration (s): 0.37 | learning rate: 2.454E-05 | global batch size: 256 | lm loss: 3.064627E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.775 | TFLOPs: 32.38 | 7: iteration 54280/ 60336 | consumed samples: 13895680 | consumed tokens: 28458352640 | elapsed time per iteration (s): 0.37 | learning rate: 2.453E-05 | global batch size: 256 | lm loss: 3.056380E+00 | grad norm: 0.253 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.293 | TFLOPs: 32.36 | 7: iteration 54290/ 60336 | consumed samples: 13898240 | consumed tokens: 28463595520 | elapsed time per iteration (s): 0.37 | learning rate: 2.451E-05 | global batch size: 256 | lm loss: 3.061265E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.553 | TFLOPs: 32.37 | 7: iteration 54300/ 60336 | consumed samples: 13900800 | consumed tokens: 28468838400 | elapsed time per iteration (s): 0.37 | learning rate: 2.450E-05 | global batch size: 256 | lm loss: 3.063286E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.261 | TFLOPs: 32.36 | 7: iteration 54310/ 60336 | consumed samples: 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norm: 0.234 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.587 | TFLOPs: 32.37 | 7: iteration 54430/ 60336 | consumed samples: 13934080 | consumed tokens: 28536995840 | elapsed time per iteration (s): 0.37 | learning rate: 2.431E-05 | global batch size: 256 | lm loss: 3.084456E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.735 | TFLOPs: 32.38 | 7: iteration 54440/ 60336 | consumed samples: 13936640 | consumed tokens: 28542238720 | elapsed time per iteration (s): 0.37 | learning rate: 2.429E-05 | global batch size: 256 | lm loss: 3.070022E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.509 | TFLOPs: 32.37 | 7: iteration 54450/ 60336 | consumed samples: 13939200 | consumed tokens: 28547481600 | elapsed time per iteration (s): 0.37 | learning rate: 2.428E-05 | global 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60336 | consumed samples: 13962240 | consumed tokens: 28594667520 | elapsed time per iteration (s): 0.37 | learning rate: 2.415E-05 | global batch size: 256 | lm loss: 3.062223E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.952 | TFLOPs: 32.34 | 7: iteration 54550/ 60336 | consumed samples: 13964800 | consumed tokens: 28599910400 | elapsed time per iteration (s): 0.37 | learning rate: 2.414E-05 | global batch size: 256 | lm loss: 3.067722E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.253 | TFLOPs: 32.36 | 7: iteration 54560/ 60336 | consumed samples: 13967360 | consumed tokens: 28605153280 | elapsed time per iteration (s): 0.37 | learning rate: 2.412E-05 | global batch size: 256 | lm loss: 3.065128E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 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lm loss: 3.058919E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.670 | TFLOPs: 32.38 | 7: iteration 54660/ 60336 | consumed samples: 13992960 | consumed tokens: 28657582080 | elapsed time per iteration (s): 0.37 | learning rate: 2.398E-05 | global batch size: 256 | lm loss: 3.060682E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.014 | TFLOPs: 32.35 | 7: iteration 54670/ 60336 | consumed samples: 13995520 | consumed tokens: 28662824960 | elapsed time per iteration (s): 0.37 | learning rate: 2.397E-05 | global batch size: 256 | lm loss: 3.070331E+00 | grad norm: 0.244 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.240 | TFLOPs: 32.40 | 7: iteration 54680/ 60336 | consumed samples: 13998080 | consumed tokens: 28668067840 | elapsed time per iteration (s): 0.37 | 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| TFLOPs: 32.39 | 7: iteration 54770/ 60336 | consumed samples: 14021120 | consumed tokens: 28715253760 | elapsed time per iteration (s): 0.37 | learning rate: 2.383E-05 | global batch size: 256 | lm loss: 3.071432E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.271 | TFLOPs: 32.41 | 7: iteration 54780/ 60336 | consumed samples: 14023680 | consumed tokens: 28720496640 | elapsed time per iteration (s): 0.37 | learning rate: 2.382E-05 | global batch size: 256 | lm loss: 3.058436E+00 | grad norm: 0.244 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.641 | TFLOPs: 32.38 | 7: iteration 54790/ 60336 | consumed samples: 14026240 | consumed tokens: 28725739520 | elapsed time per iteration (s): 0.37 | learning rate: 2.380E-05 | global batch size: 256 | lm loss: 3.062338E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations: 0 | number of 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time per iteration (s): 0.37 | learning rate: 2.364E-05 | global batch size: 256 | lm loss: 3.053358E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.436 | TFLOPs: 32.37 | 7: iteration 54920/ 60336 | consumed samples: 14059520 | consumed tokens: 28793896960 | elapsed time per iteration (s): 0.37 | learning rate: 2.363E-05 | global batch size: 256 | lm loss: 3.058141E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.739 | TFLOPs: 32.38 | 7: iteration 54930/ 60336 | consumed samples: 14062080 | consumed tokens: 28799139840 | elapsed time per iteration (s): 0.37 | learning rate: 2.361E-05 | global batch size: 256 | lm loss: 3.051319E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.489 | TFLOPs: 32.37 | 7: iteration 54940/ 60336 | consumed samples: 14064640 | consumed tokens: 28804382720 | elapsed time per iteration (s): 0.37 | learning rate: 2.360E-05 | global batch size: 256 | lm loss: 3.056913E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.844 | TFLOPs: 32.34 | 7: iteration 54950/ 60336 | consumed samples: 14067200 | consumed tokens: 28809625600 | elapsed time per iteration (s): 0.37 | learning rate: 2.359E-05 | global batch size: 256 | lm loss: 3.074434E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.942 | TFLOPs: 32.34 | 7: iteration 54960/ 60336 | consumed samples: 14069760 | consumed tokens: 28814868480 | elapsed time per iteration (s): 0.37 | learning rate: 2.357E-05 | global batch size: 256 | lm loss: 3.061294E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.914 | TFLOPs: 32.34 | 7: iteration 54970/ 60336 | consumed samples: 14072320 | consumed tokens: 28820111360 | elapsed time per iteration (s): 0.37 | learning rate: 2.356E-05 | global batch size: 256 | lm loss: 3.063224E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.095 | TFLOPs: 32.35 | 7: iteration 54980/ 60336 | consumed samples: 14074880 | consumed tokens: 28825354240 | elapsed time per iteration (s): 0.37 | learning rate: 2.355E-05 | global batch size: 256 | lm loss: 3.056783E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.172 | TFLOPs: 32.35 | 7: iteration 54990/ 60336 | consumed samples: 14077440 | consumed tokens: 28830597120 | elapsed time per iteration (s): 0.37 | learning rate: 2.353E-05 | global batch size: 256 | lm loss: 3.060541E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.056 | TFLOPs: 32.35 | 7: iteration 55000/ 60336 | consumed samples: 14080000 | consumed tokens: 28835840000 | elapsed time per iteration (s): 0.37 | learning rate: 2.352E-05 | global batch size: 256 | lm loss: 3.062623E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.704 | TFLOPs: 32.33 | 7: ------------------------------------------------------------------------------------------------ 7: validation loss at iteration 55000 | lm loss value: 3.788417E+00 | lm loss PPL: 4.418639E+01 | 7: ------------------------------------------------------------------------------------------------ 0: saving checkpoint at iteration 55000 to checkpoints_146m32b100m 0: [2023-03-16 15:42:26,465] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step55000 is begin to save! 0: [2023-03-16 15:42:26,468] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving 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[2023-03-16 15:42:26,870] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step55000/bf16_zero_pp_rank_49_mp_rank_00_optim_states.pt 6: [2023-03-16 15:42:26,870] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step55000/bf16_zero_pp_rank_48_mp_rank_00_optim_states.pt. 6: [2023-03-16 15:42:26,871] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step55000 is ready now! 6: [2023-03-16 15:42:26,871] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step55000 is ready now! 6: [2023-03-16 15:42:26,871] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step55000/bf16_zero_pp_rank_48_mp_rank_00_optim_states.pt 6: [2023-03-16 15:42:26,871] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step55000 is ready now! 6: [2023-03-16 15:42:26,871] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step55000/bf16_zero_pp_rank_54_mp_rank_00_optim_states.pt. 6: [2023-03-16 15:42:26,871] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step55000/bf16_zero_pp_rank_54_mp_rank_00_optim_states.pt 6: [2023-03-16 15:42:26,871] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step55000 is ready now! 6: [2023-03-16 15:42:26,871] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step55000/bf16_zero_pp_rank_55_mp_rank_00_optim_states.pt. 6: [2023-03-16 15:42:26,871] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step55000/bf16_zero_pp_rank_55_mp_rank_00_optim_states.pt 6: [2023-03-16 15:42:26,872] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step55000 is ready now! 6: [2023-03-16 15:42:26,872] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step55000/bf16_zero_pp_rank_50_mp_rank_00_optim_states.pt. 6: [2023-03-16 15:42:26,872] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step55000/bf16_zero_pp_rank_50_mp_rank_00_optim_states.pt 6: [2023-03-16 15:42:26,872] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step55000 is ready now! 0: [2023-03-16 15:42:26,888] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step55000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt 0: [2023-03-16 15:42:26,888] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step55000 is ready now! 0: successfully saved checkpoint at iteration 55000 to checkpoints_146m32b100m 7: time (ms) | save-checkpoint: 429.39 7: iteration 55010/ 60336 | consumed samples: 14082560 | consumed tokens: 28841082880 | elapsed time per iteration (s): 0.42 | learning rate: 2.351E-05 | global batch size: 256 | lm loss: 3.062161E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 606.940 | TFLOPs: 28.33 | 7: iteration 55020/ 60336 | consumed samples: 14085120 | consumed tokens: 28846325760 | elapsed time per iteration (s): 0.37 | learning rate: 2.349E-05 | global batch size: 256 | lm loss: 3.061975E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.270 | TFLOPs: 32.31 | 7: iteration 55030/ 60336 | consumed samples: 14087680 | consumed tokens: 28851568640 | elapsed time per iteration (s): 0.37 | learning rate: 2.348E-05 | global batch size: 256 | lm loss: 3.062637E+00 | grad norm: 0.244 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.618 | TFLOPs: 32.33 | 7: iteration 55040/ 60336 | consumed samples: 14090240 | consumed tokens: 28856811520 | elapsed time per iteration (s): 0.37 | learning rate: 2.347E-05 | global batch size: 256 | lm loss: 3.062905E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.812 | TFLOPs: 32.34 | 7: iteration 55050/ 60336 | consumed samples: 14092800 | consumed tokens: 28862054400 | elapsed time per iteration (s): 0.37 | learning rate: 2.346E-05 | global batch size: 256 | lm loss: 3.075150E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.083 | TFLOPs: 32.35 | 7: iteration 55060/ 60336 | consumed samples: 14095360 | consumed tokens: 28867297280 | elapsed time per iteration (s): 0.37 | learning rate: 2.344E-05 | global batch size: 256 | lm loss: 3.065098E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.737 | TFLOPs: 32.38 | 7: iteration 55070/ 60336 | consumed samples: 14097920 | consumed tokens: 28872540160 | elapsed time per iteration (s): 0.37 | learning rate: 2.343E-05 | global batch size: 256 | lm loss: 3.065689E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.918 | TFLOPs: 32.39 | 7: iteration 55080/ 60336 | consumed samples: 14100480 | consumed tokens: 28877783040 | elapsed time per iteration (s): 0.37 | learning rate: 2.342E-05 | global batch size: 256 | lm loss: 3.069698E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.351 | TFLOPs: 32.36 | 7: iteration 55090/ 60336 | consumed samples: 14103040 | consumed tokens: 28883025920 | elapsed time per iteration (s): 0.37 | learning rate: 2.340E-05 | global batch size: 256 | lm loss: 3.074565E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.522 | TFLOPs: 32.37 | 7: iteration 55100/ 60336 | consumed samples: 14105600 | consumed tokens: 28888268800 | elapsed time per iteration (s): 0.37 | learning rate: 2.339E-05 | global batch size: 256 | lm loss: 3.067964E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.581 | TFLOPs: 32.37 | 7: iteration 55110/ 60336 | consumed samples: 14108160 | consumed tokens: 28893511680 | elapsed time per iteration (s): 0.37 | learning rate: 2.338E-05 | global batch size: 256 | lm loss: 3.048180E+00 | grad norm: 0.231 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.780 | TFLOPs: 32.38 | 7: iteration 55120/ 60336 | consumed samples: 14110720 | consumed tokens: 28898754560 | elapsed time per iteration (s): 0.37 | learning rate: 2.337E-05 | global batch size: 256 | lm loss: 3.074812E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.208 | TFLOPs: 32.36 | 7: iteration 55130/ 60336 | consumed samples: 14113280 | consumed tokens: 28903997440 | elapsed time per iteration (s): 0.37 | learning rate: 2.335E-05 | global batch size: 256 | lm loss: 3.062471E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.819 | TFLOPs: 32.38 | 7: iteration 55140/ 60336 | consumed samples: 14115840 | consumed tokens: 28909240320 | elapsed time per iteration (s): 0.37 | learning rate: 2.334E-05 | global batch size: 256 | lm loss: 3.062186E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.760 | TFLOPs: 32.38 | 7: iteration 55150/ 60336 | consumed samples: 14118400 | consumed tokens: 28914483200 | elapsed time per iteration (s): 0.37 | learning rate: 2.333E-05 | global batch size: 256 | lm loss: 3.069034E+00 | grad norm: 0.231 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.362 | TFLOPs: 32.41 | 7: iteration 55160/ 60336 | consumed samples: 14120960 | consumed tokens: 28919726080 | elapsed time per iteration (s): 0.37 | learning rate: 2.331E-05 | global batch size: 256 | lm loss: 3.052216E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.798 | TFLOPs: 32.38 | 7: iteration 55170/ 60336 | consumed samples: 14123520 | consumed tokens: 28924968960 | elapsed time per iteration (s): 0.37 | learning rate: 2.330E-05 | global batch size: 256 | lm loss: 3.064235E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.918 | TFLOPs: 32.39 | 7: iteration 55180/ 60336 | consumed samples: 14126080 | consumed tokens: 28930211840 | elapsed time per iteration (s): 0.37 | learning rate: 2.329E-05 | global batch size: 256 | lm loss: 3.076721E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.957 | TFLOPs: 32.39 | 7: iteration 55190/ 60336 | consumed samples: 14128640 | consumed tokens: 28935454720 | elapsed time per iteration (s): 0.37 | learning rate: 2.328E-05 | global batch size: 256 | lm loss: 3.052231E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.249 | TFLOPs: 32.40 | 7: iteration 55200/ 60336 | consumed samples: 14131200 | consumed tokens: 28940697600 | elapsed time per iteration (s): 0.37 | learning rate: 2.326E-05 | global batch size: 256 | lm loss: 3.055874E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.431 | TFLOPs: 32.37 | 7: iteration 55210/ 60336 | consumed samples: 14133760 | consumed tokens: 28945940480 | elapsed time per iteration (s): 0.37 | learning rate: 2.325E-05 | global batch size: 256 | lm loss: 3.061514E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.405 | TFLOPs: 32.37 | 7: iteration 55220/ 60336 | consumed samples: 14136320 | consumed tokens: 28951183360 | elapsed time per iteration (s): 0.37 | learning rate: 2.324E-05 | global batch size: 256 | lm loss: 3.065035E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.865 | TFLOPs: 32.39 | 7: iteration 55230/ 60336 | consumed samples: 14138880 | consumed tokens: 28956426240 | elapsed time per iteration (s): 0.37 | learning rate: 2.323E-05 | global batch size: 256 | lm loss: 3.051740E+00 | grad norm: 0.252 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.236 | TFLOPs: 32.36 | 7: iteration 55240/ 60336 | consumed samples: 14141440 | consumed tokens: 28961669120 | elapsed time per iteration (s): 0.37 | learning rate: 2.321E-05 | global batch size: 256 | lm loss: 3.077810E+00 | grad norm: 0.247 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.931 | TFLOPs: 32.39 | 7: iteration 55250/ 60336 | consumed samples: 14144000 | consumed tokens: 28966912000 | elapsed time per iteration (s): 0.37 | learning rate: 2.320E-05 | global batch size: 256 | lm loss: 3.063940E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.139 | TFLOPs: 32.40 | 7: iteration 55260/ 60336 | consumed samples: 14146560 | consumed tokens: 28972154880 | elapsed time per iteration (s): 0.37 | learning rate: 2.319E-05 | global batch size: 256 | lm loss: 3.047249E+00 | grad norm: 0.231 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.183 | TFLOPs: 32.40 | 7: iteration 55270/ 60336 | consumed samples: 14149120 | consumed tokens: 28977397760 | elapsed time per iteration (s): 0.37 | learning rate: 2.318E-05 | global batch size: 256 | lm loss: 3.061286E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.792 | TFLOPs: 32.38 | 7: iteration 55280/ 60336 | consumed samples: 14151680 | consumed tokens: 28982640640 | elapsed time per iteration (s): 0.37 | learning rate: 2.316E-05 | global batch size: 256 | lm loss: 3.073595E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.844 | TFLOPs: 32.39 | 7: iteration 55290/ 60336 | consumed samples: 14154240 | consumed tokens: 28987883520 | elapsed time per iteration (s): 0.37 | learning rate: 2.315E-05 | global batch size: 256 | lm loss: 3.060457E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.991 | TFLOPs: 32.39 | 7: iteration 55300/ 60336 | consumed samples: 14156800 | consumed tokens: 28993126400 | elapsed time per iteration (s): 0.37 | learning rate: 2.314E-05 | global batch size: 256 | lm loss: 3.062578E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.012 | TFLOPs: 32.39 | 7: iteration 55310/ 60336 | consumed samples: 14159360 | consumed tokens: 28998369280 | elapsed time per iteration (s): 0.37 | learning rate: 2.313E-05 | global batch size: 256 | lm loss: 3.050655E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.803 | TFLOPs: 32.38 | 7: iteration 55320/ 60336 | consumed samples: 14161920 | consumed tokens: 29003612160 | elapsed time per iteration (s): 0.37 | learning rate: 2.311E-05 | global batch size: 256 | lm loss: 3.066699E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.644 | TFLOPs: 32.38 | 7: iteration 55330/ 60336 | consumed samples: 14164480 | consumed tokens: 29008855040 | elapsed time per iteration (s): 0.37 | learning rate: 2.310E-05 | global batch size: 256 | lm loss: 3.071090E+00 | grad norm: 0.245 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.187 | TFLOPs: 32.36 | 7: iteration 55340/ 60336 | consumed samples: 14167040 | consumed tokens: 29014097920 | elapsed time per iteration (s): 0.37 | learning rate: 2.309E-05 | global batch size: 256 | lm loss: 3.073116E+00 | grad norm: 0.231 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.874 | TFLOPs: 32.39 | 7: iteration 55350/ 60336 | consumed samples: 14169600 | consumed tokens: 29019340800 | elapsed time per iteration (s): 0.37 | learning rate: 2.308E-05 | global batch size: 256 | lm loss: 3.074015E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.719 | TFLOPs: 32.38 | 7: iteration 55360/ 60336 | consumed samples: 14172160 | consumed tokens: 29024583680 | elapsed time per iteration (s): 0.37 | learning rate: 2.306E-05 | global batch size: 256 | lm loss: 3.062841E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.683 | TFLOPs: 32.38 | 7: iteration 55370/ 60336 | consumed samples: 14174720 | consumed tokens: 29029826560 | elapsed time per iteration (s): 0.37 | learning rate: 2.305E-05 | global batch size: 256 | lm loss: 3.056522E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.631 | TFLOPs: 32.38 | 7: iteration 55380/ 60336 | consumed samples: 14177280 | consumed tokens: 29035069440 | elapsed time per iteration (s): 0.37 | learning rate: 2.304E-05 | global batch size: 256 | lm loss: 3.066306E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.332 | TFLOPs: 32.36 | 7: iteration 55390/ 60336 | consumed samples: 14179840 | consumed tokens: 29040312320 | elapsed time per iteration (s): 0.37 | learning rate: 2.303E-05 | global batch size: 256 | lm loss: 3.061824E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.706 | TFLOPs: 32.38 | 7: iteration 55400/ 60336 | consumed samples: 14182400 | consumed tokens: 29045555200 | elapsed time per iteration (s): 0.37 | learning rate: 2.302E-05 | global batch size: 256 | lm loss: 3.065183E+00 | grad norm: 0.246 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.433 | TFLOPs: 32.37 | 7: iteration 55410/ 60336 | consumed samples: 14184960 | consumed tokens: 29050798080 | elapsed time per iteration (s): 0.37 | learning rate: 2.300E-05 | global batch size: 256 | lm loss: 3.060138E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.568 | TFLOPs: 32.37 | 7: iteration 55420/ 60336 | consumed samples: 14187520 | consumed tokens: 29056040960 | elapsed time per iteration (s): 0.37 | learning rate: 2.299E-05 | global batch size: 256 | lm loss: 3.065097E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.216 | TFLOPs: 32.36 | 7: iteration 55430/ 60336 | consumed samples: 14190080 | consumed tokens: 29061283840 | elapsed time per iteration (s): 0.37 | learning rate: 2.298E-05 | global batch size: 256 | lm loss: 3.063269E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.394 | TFLOPs: 32.37 | 7: iteration 55440/ 60336 | consumed samples: 14192640 | consumed tokens: 29066526720 | elapsed time per iteration (s): 0.37 | learning rate: 2.297E-05 | global batch size: 256 | lm loss: 3.064246E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.086 | TFLOPs: 32.35 | 7: iteration 55450/ 60336 | consumed samples: 14195200 | consumed tokens: 29071769600 | elapsed time per iteration (s): 0.37 | learning rate: 2.296E-05 | global batch size: 256 | lm loss: 3.056820E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.458 | TFLOPs: 32.37 | 7: iteration 55460/ 60336 | consumed samples: 14197760 | consumed tokens: 29077012480 | elapsed time per iteration (s): 0.37 | learning rate: 2.294E-05 | global batch size: 256 | lm loss: 3.059635E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.748 | TFLOPs: 32.38 | 7: iteration 55470/ 60336 | consumed samples: 14200320 | consumed tokens: 29082255360 | elapsed time per iteration (s): 0.37 | learning rate: 2.293E-05 | global batch size: 256 | lm loss: 3.063270E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.259 | TFLOPs: 32.22 | 7: iteration 55480/ 60336 | consumed samples: 14202880 | consumed tokens: 29087498240 | elapsed time per iteration (s): 0.37 | learning rate: 2.292E-05 | global batch size: 256 | lm loss: 3.064474E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.054 | TFLOPs: 32.40 | 7: iteration 55490/ 60336 | consumed samples: 14205440 | consumed tokens: 29092741120 | elapsed time per iteration (s): 0.37 | learning rate: 2.291E-05 | global batch size: 256 | lm loss: 3.058069E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.574 | TFLOPs: 32.37 | 7: iteration 55500/ 60336 | consumed samples: 14208000 | consumed tokens: 29097984000 | elapsed time per iteration (s): 0.37 | learning rate: 2.290E-05 | global batch size: 256 | lm loss: 3.051069E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.791 | TFLOPs: 32.38 | 7: iteration 55510/ 60336 | consumed samples: 14210560 | consumed tokens: 29103226880 | elapsed time per iteration (s): 0.37 | learning rate: 2.288E-05 | global batch size: 256 | lm loss: 3.056237E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.332 | TFLOPs: 32.36 | 7: iteration 55520/ 60336 | consumed samples: 14213120 | consumed tokens: 29108469760 | elapsed time per iteration (s): 0.37 | learning rate: 2.287E-05 | global batch size: 256 | lm loss: 3.060348E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.661 | TFLOPs: 32.38 | 7: iteration 55530/ 60336 | consumed samples: 14215680 | consumed tokens: 29113712640 | elapsed time per iteration (s): 0.37 | learning rate: 2.286E-05 | global batch size: 256 | lm loss: 3.060992E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.453 | TFLOPs: 32.37 | 7: iteration 55540/ 60336 | consumed samples: 14218240 | consumed tokens: 29118955520 | elapsed time per iteration (s): 0.37 | learning rate: 2.285E-05 | global batch size: 256 | lm loss: 3.055979E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.667 | TFLOPs: 32.38 | 7: iteration 55550/ 60336 | consumed samples: 14220800 | consumed tokens: 29124198400 | elapsed time per iteration (s): 0.37 | learning rate: 2.284E-05 | global batch size: 256 | lm loss: 3.065153E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.752 | TFLOPs: 32.38 | 7: iteration 55560/ 60336 | consumed samples: 14223360 | consumed tokens: 29129441280 | elapsed time per iteration (s): 0.37 | learning rate: 2.282E-05 | global batch size: 256 | lm loss: 3.056736E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.427 | TFLOPs: 32.32 | 7: iteration 55570/ 60336 | consumed samples: 14225920 | consumed tokens: 29134684160 | elapsed time per iteration (s): 0.37 | learning rate: 2.281E-05 | global batch size: 256 | lm loss: 3.049099E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.790 | TFLOPs: 32.34 | 7: iteration 55580/ 60336 | consumed samples: 14228480 | consumed tokens: 29139927040 | elapsed time per iteration (s): 0.37 | learning rate: 2.280E-05 | global batch size: 256 | lm loss: 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60336 | consumed samples: 14310400 | consumed tokens: 29307699200 | elapsed time per iteration (s): 0.37 | learning rate: 2.244E-05 | global batch size: 256 | lm loss: 3.052184E+00 | grad norm: 0.244 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.584 | TFLOPs: 32.37 | 7: iteration 55910/ 60336 | consumed samples: 14312960 | consumed tokens: 29312942080 | elapsed time per iteration (s): 0.37 | learning rate: 2.243E-05 | global batch size: 256 | lm loss: 3.068562E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.054 | TFLOPs: 32.40 | 7: iteration 55920/ 60336 | consumed samples: 14315520 | consumed tokens: 29318184960 | elapsed time per iteration (s): 0.37 | learning rate: 2.242E-05 | global batch size: 256 | lm loss: 3.053638E+00 | grad norm: 0.245 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 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number of nan iterations: 0 | samples per second: 693.758 | TFLOPs: 32.38 | 7: iteration 55960/ 60336 | consumed samples: 14325760 | consumed tokens: 29339156480 | elapsed time per iteration (s): 0.37 | learning rate: 2.237E-05 | global batch size: 256 | lm loss: 3.075013E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.749 | TFLOPs: 32.38 | 7: iteration 55970/ 60336 | consumed samples: 14328320 | consumed tokens: 29344399360 | elapsed time per iteration (s): 0.37 | learning rate: 2.236E-05 | global batch size: 256 | lm loss: 3.065002E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.891 | TFLOPs: 32.39 | 7: iteration 55980/ 60336 | consumed samples: 14330880 | consumed tokens: 29349642240 | elapsed time per iteration (s): 0.37 | learning rate: 2.235E-05 | global batch size: 256 | lm loss: 3.050112E+00 | grad norm: 0.239 | num 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per second: 693.859 | TFLOPs: 32.39 | 0: steps: 56000 loss: 3.0325 iter time (s): 0.368 samples/sec: 696.045 7: ------------------------------------------------------------------------------------------------ 7: validation loss at iteration 56000 | lm loss value: 3.810707E+00 | lm loss PPL: 4.518238E+01 | 7: ------------------------------------------------------------------------------------------------ 0: saving checkpoint at iteration 56000 to checkpoints_146m32b100m 0: [2023-03-16 15:48:36,282] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step56000 is begin to save! 0: [2023-03-16 15:48:36,286] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100m/global_step56000/layer_01-model_00-model_states.pt... 0: [2023-03-16 15:48:36,379] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step56000/layer_01-model_00-model_states.pt. 0: [2023-03-16 15:48:36,380] [INFO] [torch_checkpoint_engine.py:15:save] 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checkpoints_146m32b100m/global_step56000/bf16_zero_pp_rank_62_mp_rank_00_optim_states.pt 0: [2023-03-16 15:48:36,675] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step56000 is ready now! 7: [2023-03-16 15:48:36,675] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step56000/bf16_zero_pp_rank_63_mp_rank_00_optim_states.pt 7: [2023-03-16 15:48:36,675] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step56000/bf16_zero_pp_rank_56_mp_rank_00_optim_states.pt 7: [2023-03-16 15:48:36,675] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step56000 is ready now! 7: [2023-03-16 15:48:36,675] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step56000 is ready now! 7: [2023-03-16 15:48:36,675] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step56000 is ready now! 7: [2023-03-16 15:48:36,675] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step56000 is ready now! 2: [2023-03-16 15:48:36,675] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step56000/bf16_zero_pp_rank_20_mp_rank_00_optim_states.pt. 2: [2023-03-16 15:48:36,676] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step56000/bf16_zero_pp_rank_20_mp_rank_00_optim_states.pt 2: [2023-03-16 15:48:36,676] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step56000 is ready now! 4: [2023-03-16 15:48:36,676] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step56000/bf16_zero_pp_rank_33_mp_rank_00_optim_states.pt. 4: [2023-03-16 15:48:36,676] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step56000/bf16_zero_pp_rank_35_mp_rank_00_optim_states.pt. 4: [2023-03-16 15:48:36,676] [INFO] 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[torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step56000 is ready now! 0: [2023-03-16 15:48:36,704] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step56000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt 0: [2023-03-16 15:48:36,704] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step56000 is ready now! 0: successfully saved checkpoint at iteration 56000 to checkpoints_146m32b100m 7: time (ms) | save-checkpoint: 425.89 7: iteration 56010/ 60336 | consumed samples: 14338560 | consumed tokens: 29365370880 | elapsed time per iteration (s): 0.42 | learning rate: 2.232E-05 | global batch size: 256 | lm loss: 3.051329E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 605.081 | TFLOPs: 28.24 | 7: iteration 56020/ 60336 | consumed samples: 14341120 | consumed tokens: 29370613760 | elapsed time per iteration (s): 0.37 | learning rate: 2.231E-05 | global batch size: 256 | lm loss: 3.068222E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.778 | TFLOPs: 32.38 | 7: iteration 56030/ 60336 | consumed samples: 14343680 | consumed tokens: 29375856640 | elapsed time per iteration (s): 0.37 | learning rate: 2.230E-05 | global batch size: 256 | lm loss: 3.062442E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.882 | TFLOPs: 32.39 | 7: iteration 56040/ 60336 | consumed samples: 14346240 | consumed tokens: 29381099520 | elapsed time per iteration (s): 0.37 | learning rate: 2.229E-05 | global batch size: 256 | lm loss: 3.067624E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.967 | TFLOPs: 32.39 | 7: iteration 56050/ 60336 | consumed samples: 14348800 | consumed tokens: 29386342400 | elapsed time per iteration (s): 0.37 | learning rate: 2.228E-05 | global batch size: 256 | lm loss: 3.050579E+00 | grad norm: 0.260 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.873 | TFLOPs: 32.39 | 7: iteration 56060/ 60336 | consumed samples: 14351360 | consumed tokens: 29391585280 | elapsed time per iteration (s): 0.37 | learning rate: 2.227E-05 | global batch size: 256 | lm loss: 3.047317E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.718 | TFLOPs: 32.38 | 7: iteration 56070/ 60336 | consumed samples: 14353920 | consumed tokens: 29396828160 | elapsed time per iteration (s): 0.37 | learning rate: 2.226E-05 | global batch size: 256 | lm loss: 3.067575E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.879 | TFLOPs: 32.39 | 7: iteration 56080/ 60336 | consumed samples: 14356480 | consumed tokens: 29402071040 | elapsed time per iteration (s): 0.37 | learning rate: 2.225E-05 | global batch size: 256 | lm loss: 3.061417E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.489 | TFLOPs: 32.37 | 7: iteration 56090/ 60336 | consumed samples: 14359040 | consumed tokens: 29407313920 | elapsed time per iteration (s): 0.37 | learning rate: 2.223E-05 | global batch size: 256 | lm loss: 3.065763E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.787 | TFLOPs: 32.24 | 7: iteration 56100/ 60336 | consumed samples: 14361600 | consumed tokens: 29412556800 | elapsed time per iteration (s): 0.37 | learning rate: 2.222E-05 | global batch size: 256 | lm loss: 3.060230E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.071 | TFLOPs: 32.40 | 7: iteration 56110/ 60336 | consumed samples: 14364160 | consumed tokens: 29417799680 | elapsed time per iteration (s): 0.37 | learning rate: 2.221E-05 | global batch size: 256 | lm loss: 3.059924E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.665 | TFLOPs: 32.38 | 7: iteration 56120/ 60336 | consumed samples: 14366720 | consumed tokens: 29423042560 | elapsed time per iteration (s): 0.37 | learning rate: 2.220E-05 | global batch size: 256 | lm loss: 3.071996E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.440 | TFLOPs: 32.37 | 7: iteration 56130/ 60336 | consumed samples: 14369280 | consumed tokens: 29428285440 | elapsed time per iteration (s): 0.37 | learning rate: 2.219E-05 | global batch size: 256 | lm loss: 3.063204E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.630 | TFLOPs: 32.38 | 7: iteration 56140/ 60336 | consumed samples: 14371840 | consumed tokens: 29433528320 | elapsed time per iteration (s): 0.37 | learning rate: 2.218E-05 | global batch size: 256 | lm loss: 3.069218E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.761 | TFLOPs: 32.38 | 7: iteration 56150/ 60336 | consumed samples: 14374400 | consumed tokens: 29438771200 | elapsed time per iteration (s): 0.37 | learning rate: 2.217E-05 | global batch size: 256 | lm loss: 3.068785E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.361 | TFLOPs: 32.36 | 7: iteration 56160/ 60336 | consumed samples: 14376960 | consumed tokens: 29444014080 | elapsed time per iteration (s): 0.37 | learning rate: 2.216E-05 | global batch size: 256 | lm loss: 3.046778E+00 | grad norm: 0.248 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.397 | TFLOPs: 32.37 | 7: iteration 56170/ 60336 | consumed samples: 14379520 | consumed tokens: 29449256960 | elapsed time per iteration (s): 0.37 | learning rate: 2.215E-05 | global batch size: 256 | lm loss: 3.075680E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.533 | TFLOPs: 32.37 | 7: iteration 56180/ 60336 | consumed samples: 14382080 | consumed tokens: 29454499840 | elapsed time per iteration (s): 0.37 | learning rate: 2.214E-05 | global batch size: 256 | lm loss: 3.051178E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.813 | TFLOPs: 32.34 | 7: iteration 56190/ 60336 | consumed samples: 14384640 | consumed tokens: 29459742720 | elapsed time per iteration (s): 0.37 | learning rate: 2.213E-05 | global batch size: 256 | lm loss: 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2.210E-05 | global batch size: 256 | lm loss: 3.058009E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.270 | TFLOPs: 32.36 | 7: iteration 56230/ 60336 | consumed samples: 14394880 | consumed tokens: 29480714240 | elapsed time per iteration (s): 0.37 | learning rate: 2.209E-05 | global batch size: 256 | lm loss: 3.053863E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.417 | TFLOPs: 32.37 | 7: iteration 56240/ 60336 | consumed samples: 14397440 | consumed tokens: 29485957120 | elapsed time per iteration (s): 0.37 | learning rate: 2.208E-05 | global batch size: 256 | lm loss: 3.056648E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.241 | TFLOPs: 32.36 | 7: iteration 56250/ 60336 | consumed samples: 14400000 | consumed tokens: 29491200000 | elapsed 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7: iteration 56310/ 60336 | consumed samples: 14415360 | consumed tokens: 29522657280 | elapsed time per iteration (s): 0.37 | learning rate: 2.201E-05 | global batch size: 256 | lm loss: 3.062481E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.832 | TFLOPs: 32.34 | 7: iteration 56320/ 60336 | consumed samples: 14417920 | consumed tokens: 29527900160 | elapsed time per iteration (s): 0.37 | learning rate: 2.200E-05 | global batch size: 256 | lm loss: 3.050447E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.088 | TFLOPs: 32.35 | 7: iteration 56330/ 60336 | consumed samples: 14420480 | consumed tokens: 29533143040 | elapsed time per iteration (s): 0.37 | learning rate: 2.199E-05 | global batch size: 256 | lm loss: 3.065364E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | 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lm loss: 3.062910E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.954 | TFLOPs: 32.39 | 7: iteration 56630/ 60336 | consumed samples: 14497280 | consumed tokens: 29690429440 | elapsed time per iteration (s): 0.37 | learning rate: 2.170E-05 | global batch size: 256 | lm loss: 3.060132E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.117 | TFLOPs: 32.40 | 7: iteration 56640/ 60336 | consumed samples: 14499840 | consumed tokens: 29695672320 | elapsed time per iteration (s): 0.38 | learning rate: 2.170E-05 | global batch size: 256 | lm loss: 3.071273E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 677.424 | TFLOPs: 31.62 | 7: iteration 56650/ 60336 | consumed samples: 14502400 | consumed tokens: 29700915200 | elapsed time per iteration (s): 0.37 | 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| TFLOPs: 32.38 | 7: iteration 56740/ 60336 | consumed samples: 14525440 | consumed tokens: 29748101120 | elapsed time per iteration (s): 0.37 | learning rate: 2.160E-05 | global batch size: 256 | lm loss: 3.072600E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.933 | TFLOPs: 32.34 | 7: iteration 56750/ 60336 | consumed samples: 14528000 | consumed tokens: 29753344000 | elapsed time per iteration (s): 0.37 | learning rate: 2.160E-05 | global batch size: 256 | lm loss: 3.060214E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.127 | TFLOPs: 32.35 | 7: iteration 56760/ 60336 | consumed samples: 14530560 | consumed tokens: 29758586880 | elapsed time per iteration (s): 0.37 | learning rate: 2.159E-05 | global batch size: 256 | lm loss: 3.062448E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations: 0 | number of 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2.151E-05 | global batch size: 256 | lm loss: 3.061018E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.809 | TFLOPs: 32.34 | 7: iteration 56860/ 60336 | consumed samples: 14556160 | consumed tokens: 29811015680 | elapsed time per iteration (s): 0.37 | learning rate: 2.150E-05 | global batch size: 256 | lm loss: 3.056023E+00 | grad norm: 0.244 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.896 | TFLOPs: 32.34 | 7: iteration 56870/ 60336 | consumed samples: 14558720 | consumed tokens: 29816258560 | elapsed time per iteration (s): 0.37 | learning rate: 2.149E-05 | global batch size: 256 | lm loss: 3.053408E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.875 | TFLOPs: 32.34 | 7: iteration 56880/ 60336 | consumed samples: 14561280 | consumed tokens: 29821501440 | elapsed time per iteration (s): 0.37 | learning rate: 2.148E-05 | global batch size: 256 | lm loss: 3.065509E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.316 | TFLOPs: 32.31 | 7: iteration 56890/ 60336 | consumed samples: 14563840 | consumed tokens: 29826744320 | elapsed time per iteration (s): 0.37 | learning rate: 2.147E-05 | global batch size: 256 | lm loss: 3.062319E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.921 | TFLOPs: 32.34 | 7: iteration 56900/ 60336 | consumed samples: 14566400 | consumed tokens: 29831987200 | elapsed time per iteration (s): 0.37 | learning rate: 2.147E-05 | global batch size: 256 | lm loss: 3.070774E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.640 | TFLOPs: 32.33 | 7: iteration 56910/ 60336 | consumed samples: 14568960 | consumed tokens: 29837230080 | elapsed time per iteration (s): 0.37 | learning rate: 2.146E-05 | global batch size: 256 | lm loss: 3.068971E+00 | grad norm: 0.231 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.147 | TFLOPs: 32.35 | 7: iteration 56920/ 60336 | consumed samples: 14571520 | consumed tokens: 29842472960 | elapsed time per iteration (s): 0.37 | learning rate: 2.145E-05 | global batch size: 256 | lm loss: 3.050084E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.456 | TFLOPs: 32.37 | 7: iteration 56930/ 60336 | consumed samples: 14574080 | consumed tokens: 29847715840 | elapsed time per iteration (s): 0.37 | learning rate: 2.144E-05 | global batch size: 256 | lm loss: 3.058827E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.796 | TFLOPs: 32.34 | 7: iteration 56940/ 60336 | consumed samples: 14576640 | consumed tokens: 29852958720 | elapsed time per iteration (s): 0.37 | learning rate: 2.143E-05 | global batch size: 256 | lm loss: 3.049615E+00 | grad norm: 0.247 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.711 | TFLOPs: 32.33 | 7: iteration 56950/ 60336 | consumed samples: 14579200 | consumed tokens: 29858201600 | elapsed time per iteration (s): 0.37 | learning rate: 2.142E-05 | global batch size: 256 | lm loss: 3.052926E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.572 | TFLOPs: 32.37 | 7: iteration 56960/ 60336 | consumed samples: 14581760 | consumed tokens: 29863444480 | elapsed time per iteration (s): 0.37 | learning rate: 2.142E-05 | global batch size: 256 | lm loss: 3.060842E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.284 | TFLOPs: 32.36 | 7: iteration 56970/ 60336 | consumed samples: 14584320 | consumed tokens: 29868687360 | elapsed time per iteration (s): 0.37 | learning rate: 2.141E-05 | global batch size: 256 | lm loss: 3.058255E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.041 | TFLOPs: 32.35 | 7: iteration 56980/ 60336 | consumed samples: 14586880 | consumed tokens: 29873930240 | elapsed time per iteration (s): 0.37 | learning rate: 2.140E-05 | global batch size: 256 | lm loss: 3.057662E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.578 | TFLOPs: 32.33 | 7: iteration 56990/ 60336 | consumed samples: 14589440 | consumed tokens: 29879173120 | elapsed time per iteration (s): 0.37 | learning rate: 2.139E-05 | global batch size: 256 | lm loss: 3.064636E+00 | grad norm: 0.231 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 686.983 | TFLOPs: 32.07 | 7: iteration 57000/ 60336 | consumed samples: 14592000 | consumed tokens: 29884416000 | elapsed time per iteration (s): 0.37 | learning rate: 2.138E-05 | global batch size: 256 | lm loss: 3.058391E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.970 | TFLOPs: 32.35 | 7: ------------------------------------------------------------------------------------------------ 7: validation loss at iteration 57000 | lm loss value: 3.831321E+00 | lm loss PPL: 4.612343E+01 | 7: ------------------------------------------------------------------------------------------------ 0: saving checkpoint at iteration 57000 to checkpoints_146m32b100m 0: [2023-03-16 15:54:46,178] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step57000 is begin to save! 0: [2023-03-16 15:54:46,182] [INFO] 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checkpoints_146m32b100m/global_step57000/bf16_zero_pp_rank_51_mp_rank_00_optim_states.pt. 6: [2023-03-16 15:54:46,578] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step57000/bf16_zero_pp_rank_54_mp_rank_00_optim_states.pt. 6: [2023-03-16 15:54:46,578] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step57000/bf16_zero_pp_rank_50_mp_rank_00_optim_states.pt. 6: [2023-03-16 15:54:46,579] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step57000/bf16_zero_pp_rank_55_mp_rank_00_optim_states.pt 6: [2023-03-16 15:54:46,579] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step57000/bf16_zero_pp_rank_53_mp_rank_00_optim_states.pt 6: [2023-03-16 15:54:46,579] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step57000/bf16_zero_pp_rank_51_mp_rank_00_optim_states.pt 6: [2023-03-16 15:54:46,579] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step57000/bf16_zero_pp_rank_54_mp_rank_00_optim_states.pt 6: [2023-03-16 15:54:46,579] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step57000/bf16_zero_pp_rank_50_mp_rank_00_optim_states.pt 6: [2023-03-16 15:54:46,579] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step57000 is ready now! 6: [2023-03-16 15:54:46,579] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step57000 is ready now! 6: [2023-03-16 15:54:46,579] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step57000 is ready now! 6: [2023-03-16 15:54:46,579] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step57000 is ready now! 6: [2023-03-16 15:54:46,579] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step57000 is ready now! 6: [2023-03-16 15:54:46,581] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step57000/bf16_zero_pp_rank_49_mp_rank_00_optim_states.pt. 6: [2023-03-16 15:54:46,581] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step57000/bf16_zero_pp_rank_48_mp_rank_00_optim_states.pt. 6: [2023-03-16 15:54:46,581] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step57000/bf16_zero_pp_rank_52_mp_rank_00_optim_states.pt. 6: [2023-03-16 15:54:46,581] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step57000/bf16_zero_pp_rank_49_mp_rank_00_optim_states.pt 6: [2023-03-16 15:54:46,581] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step57000/bf16_zero_pp_rank_48_mp_rank_00_optim_states.pt 6: [2023-03-16 15:54:46,581] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step57000/bf16_zero_pp_rank_52_mp_rank_00_optim_states.pt 6: [2023-03-16 15:54:46,581] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step57000 is ready now! 6: [2023-03-16 15:54:46,581] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step57000 is ready now! 6: [2023-03-16 15:54:46,581] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step57000 is ready now! 0: [2023-03-16 15:54:46,583] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step57000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt 0: [2023-03-16 15:54:46,583] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step57000 is ready now! 0: successfully saved checkpoint at iteration 57000 to checkpoints_146m32b100m 7: time (ms) | save-checkpoint: 410.38 7: iteration 57010/ 60336 | consumed samples: 14594560 | consumed tokens: 29889658880 | elapsed time per iteration (s): 0.42 | learning rate: 2.137E-05 | global batch size: 256 | lm loss: 3.057875E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 609.121 | TFLOPs: 28.43 | 7: iteration 57020/ 60336 | consumed samples: 14597120 | consumed tokens: 29894901760 | elapsed time per iteration (s): 0.37 | learning rate: 2.137E-05 | global batch size: 256 | lm loss: 3.067556E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.789 | TFLOPs: 32.34 | 7: iteration 57030/ 60336 | consumed samples: 14599680 | consumed tokens: 29900144640 | elapsed time per iteration (s): 0.37 | learning rate: 2.136E-05 | global batch size: 256 | lm loss: 3.059042E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.701 | TFLOPs: 32.38 | 7: iteration 57040/ 60336 | consumed samples: 14602240 | consumed tokens: 29905387520 | elapsed time per iteration (s): 0.37 | learning rate: 2.135E-05 | global batch size: 256 | lm loss: 3.059632E+00 | grad norm: 0.246 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.569 | TFLOPs: 32.42 | 7: iteration 57050/ 60336 | consumed samples: 14604800 | consumed tokens: 29910630400 | elapsed time per iteration (s): 0.37 | learning rate: 2.134E-05 | global batch size: 256 | lm loss: 3.062488E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.671 | TFLOPs: 32.38 | 7: iteration 57060/ 60336 | consumed samples: 14607360 | consumed tokens: 29915873280 | elapsed time per iteration (s): 0.37 | learning rate: 2.133E-05 | global batch size: 256 | lm loss: 3.054388E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.227 | TFLOPs: 32.40 | 7: iteration 57070/ 60336 | consumed samples: 14609920 | consumed tokens: 29921116160 | elapsed time per iteration (s): 0.37 | learning rate: 2.132E-05 | global batch size: 256 | lm loss: 3.056910E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.600 | TFLOPs: 32.37 | 7: iteration 57080/ 60336 | consumed samples: 14612480 | consumed tokens: 29926359040 | elapsed time per iteration (s): 0.37 | learning rate: 2.132E-05 | global batch size: 256 | lm loss: 3.065431E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.860 | TFLOPs: 32.39 | 7: iteration 57090/ 60336 | consumed samples: 14615040 | consumed tokens: 29931601920 | elapsed time per iteration (s): 0.37 | learning rate: 2.131E-05 | global batch size: 256 | lm loss: 3.075214E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.916 | TFLOPs: 32.39 | 7: iteration 57100/ 60336 | consumed samples: 14617600 | consumed tokens: 29936844800 | elapsed time per iteration (s): 0.37 | learning rate: 2.130E-05 | global batch size: 256 | lm loss: 3.061310E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.849 | TFLOPs: 32.39 | 7: iteration 57110/ 60336 | consumed samples: 14620160 | consumed tokens: 29942087680 | elapsed time per iteration (s): 0.37 | learning rate: 2.129E-05 | global batch size: 256 | lm loss: 3.062542E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.053 | TFLOPs: 32.40 | 7: iteration 57120/ 60336 | consumed samples: 14622720 | consumed tokens: 29947330560 | elapsed time per iteration (s): 0.37 | learning rate: 2.128E-05 | global batch size: 256 | lm loss: 3.053464E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.947 | TFLOPs: 32.39 | 7: iteration 57130/ 60336 | consumed samples: 14625280 | consumed tokens: 29952573440 | elapsed time per iteration (s): 0.37 | learning rate: 2.128E-05 | global batch size: 256 | lm loss: 3.055698E+00 | grad norm: 0.231 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.601 | TFLOPs: 32.37 | 7: iteration 57140/ 60336 | consumed samples: 14627840 | consumed tokens: 29957816320 | elapsed time per iteration (s): 0.37 | learning rate: 2.127E-05 | global batch size: 256 | lm loss: 3.061157E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.502 | TFLOPs: 32.37 | 7: iteration 57150/ 60336 | consumed samples: 14630400 | consumed tokens: 29963059200 | elapsed time per iteration (s): 0.37 | learning rate: 2.126E-05 | global batch size: 256 | lm loss: 3.053497E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.615 | TFLOPs: 32.38 | 7: iteration 57160/ 60336 | consumed samples: 14632960 | consumed tokens: 29968302080 | elapsed time per iteration (s): 0.37 | learning rate: 2.125E-05 | global batch size: 256 | lm loss: 3.055732E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.373 | TFLOPs: 32.36 | 7: iteration 57170/ 60336 | consumed samples: 14635520 | consumed tokens: 29973544960 | elapsed time per iteration (s): 0.37 | learning rate: 2.124E-05 | global batch size: 256 | lm loss: 3.057082E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 686.721 | TFLOPs: 32.05 | 7: iteration 57180/ 60336 | consumed samples: 14638080 | consumed tokens: 29978787840 | elapsed time per iteration (s): 0.37 | learning rate: 2.124E-05 | global batch size: 256 | lm loss: 3.057166E+00 | grad norm: 0.224 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.487 | TFLOPs: 32.37 | 7: iteration 57190/ 60336 | consumed samples: 14640640 | consumed tokens: 29984030720 | elapsed time per iteration (s): 0.37 | learning rate: 2.123E-05 | global batch size: 256 | lm loss: 3.054890E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.360 | TFLOPs: 32.36 | 7: iteration 57200/ 60336 | consumed samples: 14643200 | consumed tokens: 29989273600 | elapsed time per iteration (s): 0.37 | learning rate: 2.122E-05 | global batch size: 256 | lm loss: 3.060408E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.203 | TFLOPs: 32.36 | 7: iteration 57210/ 60336 | consumed samples: 14645760 | consumed tokens: 29994516480 | elapsed time per iteration (s): 0.37 | learning rate: 2.121E-05 | global batch size: 256 | lm loss: 3.051511E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.596 | TFLOPs: 32.37 | 7: iteration 57220/ 60336 | consumed samples: 14648320 | consumed tokens: 29999759360 | elapsed time per iteration (s): 0.37 | learning rate: 2.121E-05 | global batch size: 256 | lm loss: 3.074172E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.609 | TFLOPs: 32.38 | 7: iteration 57230/ 60336 | consumed samples: 14650880 | consumed tokens: 30005002240 | elapsed time per iteration (s): 0.37 | learning rate: 2.120E-05 | global batch size: 256 | lm loss: 3.048355E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.181 | TFLOPs: 32.36 | 7: iteration 57240/ 60336 | consumed samples: 14653440 | consumed tokens: 30010245120 | elapsed time per iteration (s): 0.37 | learning rate: 2.119E-05 | global batch size: 256 | lm loss: 3.066111E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.873 | TFLOPs: 32.25 | 7: iteration 57250/ 60336 | consumed samples: 14656000 | consumed tokens: 30015488000 | elapsed time per iteration (s): 0.37 | learning rate: 2.118E-05 | global batch size: 256 | lm loss: 3.039384E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.939 | TFLOPs: 32.34 | 7: iteration 57260/ 60336 | consumed samples: 14658560 | consumed tokens: 30020730880 | elapsed time per iteration (s): 0.37 | learning rate: 2.118E-05 | global batch size: 256 | lm loss: 3.062291E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.381 | TFLOPs: 32.36 | 7: iteration 57270/ 60336 | consumed samples: 14661120 | consumed tokens: 30025973760 | elapsed time per iteration (s): 0.37 | learning rate: 2.117E-05 | global batch size: 256 | lm loss: 3.062099E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.128 | TFLOPs: 32.35 | 7: iteration 57280/ 60336 | consumed samples: 14663680 | consumed tokens: 30031216640 | elapsed time per iteration (s): 0.37 | learning rate: 2.116E-05 | global batch size: 256 | lm loss: 3.063875E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 683.409 | TFLOPs: 31.90 | 7: iteration 57290/ 60336 | consumed samples: 14666240 | consumed tokens: 30036459520 | elapsed time per iteration (s): 0.37 | learning rate: 2.115E-05 | global batch size: 256 | lm loss: 3.066134E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.400 | TFLOPs: 32.37 | 7: iteration 57300/ 60336 | consumed samples: 14668800 | consumed tokens: 30041702400 | elapsed time per iteration (s): 0.37 | learning rate: 2.114E-05 | global batch size: 256 | lm loss: 3.070381E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.196 | TFLOPs: 32.36 | 7: iteration 57310/ 60336 | consumed samples: 14671360 | consumed tokens: 30046945280 | elapsed time per iteration (s): 0.37 | learning rate: 2.114E-05 | global batch size: 256 | lm loss: 3.052711E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.900 | TFLOPs: 32.39 | 7: iteration 57320/ 60336 | consumed samples: 14673920 | consumed tokens: 30052188160 | elapsed time per iteration (s): 0.37 | learning rate: 2.113E-05 | global batch size: 256 | lm loss: 3.055816E+00 | grad norm: 0.226 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.502 | TFLOPs: 32.37 | 7: iteration 57330/ 60336 | consumed samples: 14676480 | consumed tokens: 30057431040 | elapsed time per iteration (s): 0.37 | learning rate: 2.112E-05 | global batch size: 256 | lm loss: 3.057005E+00 | grad norm: 0.227 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.405 | TFLOPs: 32.37 | 7: iteration 57340/ 60336 | consumed samples: 14679040 | consumed tokens: 30062673920 | elapsed time per iteration (s): 0.37 | learning rate: 2.112E-05 | global batch size: 256 | lm loss: 3.053676E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.421 | TFLOPs: 32.37 | 7: iteration 57350/ 60336 | consumed samples: 14681600 | consumed tokens: 30067916800 | elapsed time per iteration (s): 0.37 | learning rate: 2.111E-05 | global batch size: 256 | lm loss: 3.053103E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.756 | TFLOPs: 32.38 | 7: iteration 57360/ 60336 | consumed samples: 14684160 | consumed tokens: 30073159680 | elapsed time per iteration (s): 0.37 | learning rate: 2.110E-05 | global batch size: 256 | lm loss: 3.058892E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.352 | TFLOPs: 32.36 | 7: iteration 57370/ 60336 | consumed samples: 14686720 | consumed tokens: 30078402560 | elapsed time per iteration (s): 0.37 | learning rate: 2.109E-05 | global batch size: 256 | lm loss: 3.063005E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.455 | TFLOPs: 32.37 | 7: iteration 57380/ 60336 | consumed samples: 14689280 | consumed tokens: 30083645440 | elapsed time per iteration (s): 0.37 | learning rate: 2.109E-05 | global batch size: 256 | lm loss: 3.054108E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.330 | TFLOPs: 32.36 | 7: iteration 57390/ 60336 | consumed samples: 14691840 | consumed tokens: 30088888320 | elapsed time per iteration (s): 0.37 | learning rate: 2.108E-05 | global batch size: 256 | lm loss: 3.060307E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.453 | TFLOPs: 32.37 | 7: iteration 57400/ 60336 | consumed samples: 14694400 | consumed tokens: 30094131200 | elapsed time per iteration (s): 0.37 | learning rate: 2.107E-05 | global batch size: 256 | lm loss: 3.041198E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.277 | TFLOPs: 32.36 | 7: iteration 57410/ 60336 | consumed samples: 14696960 | consumed tokens: 30099374080 | elapsed time per iteration (s): 0.37 | learning rate: 2.106E-05 | global batch size: 256 | lm loss: 3.060015E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.087 | TFLOPs: 32.35 | 7: iteration 57420/ 60336 | consumed samples: 14699520 | consumed tokens: 30104616960 | elapsed time per iteration (s): 0.37 | learning rate: 2.106E-05 | global batch size: 256 | lm loss: 3.056265E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.319 | TFLOPs: 32.36 | 7: iteration 57430/ 60336 | consumed samples: 14702080 | consumed tokens: 30109859840 | elapsed time per iteration (s): 0.37 | learning rate: 2.105E-05 | global batch size: 256 | lm loss: 3.047530E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.828 | TFLOPs: 32.39 | 7: iteration 57440/ 60336 | consumed samples: 14704640 | consumed tokens: 30115102720 | elapsed time per iteration (s): 0.37 | learning rate: 2.104E-05 | global batch size: 256 | lm loss: 3.062485E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.605 | TFLOPs: 32.37 | 7: iteration 57450/ 60336 | consumed samples: 14707200 | consumed tokens: 30120345600 | elapsed time per iteration (s): 0.37 | learning rate: 2.103E-05 | global batch size: 256 | lm loss: 3.070422E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.387 | TFLOPs: 32.36 | 7: iteration 57460/ 60336 | consumed samples: 14709760 | consumed tokens: 30125588480 | elapsed time per iteration (s): 0.37 | learning rate: 2.103E-05 | global batch size: 256 | lm loss: 3.071034E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.394 | TFLOPs: 32.37 | 7: iteration 57470/ 60336 | consumed samples: 14712320 | consumed tokens: 30130831360 | elapsed time per iteration (s): 0.37 | learning rate: 2.102E-05 | global batch size: 256 | lm loss: 3.047078E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.901 | TFLOPs: 32.39 | 7: iteration 57480/ 60336 | consumed samples: 14714880 | consumed tokens: 30136074240 | elapsed time per iteration (s): 0.37 | learning rate: 2.101E-05 | global batch size: 256 | lm loss: 3.057116E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.272 | TFLOPs: 32.41 | 7: iteration 57490/ 60336 | consumed samples: 14717440 | consumed tokens: 30141317120 | elapsed time per iteration (s): 0.37 | learning rate: 2.101E-05 | global batch size: 256 | lm loss: 3.071341E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.318 | TFLOPs: 32.41 | 7: iteration 57500/ 60336 | consumed samples: 14720000 | consumed tokens: 30146560000 | elapsed time per iteration (s): 0.37 | learning rate: 2.100E-05 | global batch size: 256 | lm loss: 3.064535E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.718 | TFLOPs: 32.43 | 7: iteration 57510/ 60336 | consumed samples: 14722560 | consumed tokens: 30151802880 | elapsed time per iteration (s): 0.37 | learning rate: 2.099E-05 | global batch size: 256 | lm loss: 3.052943E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.831 | TFLOPs: 32.39 | 7: iteration 57520/ 60336 | consumed samples: 14725120 | consumed tokens: 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(s): 0.37 | learning rate: 2.073E-05 | global batch size: 256 | lm loss: 3.057837E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.550 | TFLOPs: 32.42 | 7: iteration 57930/ 60336 | consumed samples: 14830080 | consumed tokens: 30372003840 | elapsed time per iteration (s): 0.37 | learning rate: 2.072E-05 | global batch size: 256 | lm loss: 3.058016E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.996 | TFLOPs: 32.39 | 7: iteration 57940/ 60336 | consumed samples: 14832640 | consumed tokens: 30377246720 | elapsed time per iteration (s): 0.37 | learning rate: 2.071E-05 | global batch size: 256 | lm loss: 3.061771E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.404 | TFLOPs: 32.41 | 7: iteration 57950/ 60336 | consumed samples: 14835200 | consumed 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60336 | consumed samples: 14842880 | consumed tokens: 30398218240 | elapsed time per iteration (s): 0.37 | learning rate: 2.069E-05 | global batch size: 256 | lm loss: 3.052694E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.544 | TFLOPs: 32.37 | 7: iteration 57990/ 60336 | consumed samples: 14845440 | consumed tokens: 30403461120 | elapsed time per iteration (s): 0.37 | learning rate: 2.068E-05 | global batch size: 256 | lm loss: 3.056320E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.828 | TFLOPs: 32.39 | 0: [2023-03-16 16:00:55,786] [INFO] [logging.py:68:log_dist] [Rank 0] step=58000, skipped=0, lr=[2.067844497501907e-05, 2.067844497501907e-05, 2.067844497501907e-05], mom=[(0.9, 0.999), (0.9, 0.999), (0.9, 0.999)] 7: iteration 58000/ 60336 | consumed samples: 14848000 | consumed tokens: 30408704000 | elapsed time per iteration (s): 0.37 | learning rate: 2.068E-05 | global batch size: 256 | lm loss: 3.058089E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.744 | TFLOPs: 32.38 | 0: steps: 58000 loss: 3.0889 iter time (s): 0.368 samples/sec: 695.970 7: ------------------------------------------------------------------------------------------------ 7: validation loss at iteration 58000 | lm loss value: 3.751079E+00 | lm loss PPL: 4.256700E+01 | 7: ------------------------------------------------------------------------------------------------ 0: saving checkpoint at iteration 58000 to checkpoints_146m32b100m 0: [2023-03-16 16:00:55,910] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step58000 is begin to save! 0: [2023-03-16 16:00:55,914] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100m/global_step58000/layer_01-model_00-model_states.pt... 0: [2023-03-16 16:00:56,010] 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6: [2023-03-16 16:00:56,294] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step58000/bf16_zero_pp_rank_49_mp_rank_00_optim_states.pt. 4: [2023-03-16 16:00:56,294] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step58000 is ready now! 6: [2023-03-16 16:00:56,294] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step58000/bf16_zero_pp_rank_49_mp_rank_00_optim_states.pt 6: [2023-03-16 16:00:56,294] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step58000 is ready now! 6: [2023-03-16 16:00:56,294] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step58000/bf16_zero_pp_rank_48_mp_rank_00_optim_states.pt. 6: [2023-03-16 16:00:56,294] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step58000/bf16_zero_pp_rank_48_mp_rank_00_optim_states.pt 6: [2023-03-16 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[INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step58000 is ready now! 2: [2023-03-16 16:00:56,297] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step58000/bf16_zero_pp_rank_19_mp_rank_00_optim_states.pt. 2: [2023-03-16 16:00:56,297] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step58000/bf16_zero_pp_rank_17_mp_rank_00_optim_states.pt. 2: [2023-03-16 16:00:56,297] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step58000/bf16_zero_pp_rank_19_mp_rank_00_optim_states.pt 2: [2023-03-16 16:00:56,297] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step58000/bf16_zero_pp_rank_17_mp_rank_00_optim_states.pt 2: [2023-03-16 16:00:56,297] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step58000 is ready now! 2: [2023-03-16 16:00:56,297] [INFO] 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0: [2023-03-16 16:00:56,307] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step58000/bf16_zero_pp_rank_1_mp_rank_00_optim_states.pt 0: [2023-03-16 16:00:56,307] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step58000 is ready now! 0: [2023-03-16 16:00:56,307] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step58000 is ready now! 6: [2023-03-16 16:00:56,299] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step58000/bf16_zero_pp_rank_51_mp_rank_00_optim_states.pt 6: [2023-03-16 16:00:56,299] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step58000 is ready now! 6: [2023-03-16 16:00:56,300] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step58000/bf16_zero_pp_rank_55_mp_rank_00_optim_states.pt. 6: [2023-03-16 16:00:56,301] [INFO] 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[engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step58000/bf16_zero_pp_rank_53_mp_rank_00_optim_states.pt 6: [2023-03-16 16:00:56,309] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step58000 is ready now! 4: [2023-03-16 16:00:56,309] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step58000/bf16_zero_pp_rank_37_mp_rank_00_optim_states.pt. 4: [2023-03-16 16:00:56,309] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step58000/bf16_zero_pp_rank_38_mp_rank_00_optim_states.pt. 4: [2023-03-16 16:00:56,309] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step58000/bf16_zero_pp_rank_37_mp_rank_00_optim_states.pt 4: [2023-03-16 16:00:56,309] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step58000/bf16_zero_pp_rank_38_mp_rank_00_optim_states.pt 4: [2023-03-16 16:00:56,309] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step58000 is ready now! 4: [2023-03-16 16:00:56,309] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step58000 is ready now! 7: [2023-03-16 16:00:56,309] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step58000/bf16_zero_pp_rank_63_mp_rank_00_optim_states.pt. 7: [2023-03-16 16:00:56,309] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step58000/bf16_zero_pp_rank_62_mp_rank_00_optim_states.pt. 7: [2023-03-16 16:00:56,309] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step58000/bf16_zero_pp_rank_63_mp_rank_00_optim_states.pt 7: [2023-03-16 16:00:56,309] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step58000 is 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14850560 | consumed tokens: 30413946880 | elapsed time per iteration (s): 0.42 | learning rate: 2.067E-05 | global batch size: 256 | lm loss: 3.063979E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 604.946 | TFLOPs: 28.24 | 7: iteration 58020/ 60336 | consumed samples: 14853120 | consumed tokens: 30419189760 | elapsed time per iteration (s): 0.37 | learning rate: 2.067E-05 | global batch size: 256 | lm loss: 3.062302E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.869 | TFLOPs: 32.39 | 7: iteration 58030/ 60336 | consumed samples: 14855680 | consumed tokens: 30424432640 | elapsed time per iteration (s): 0.37 | learning rate: 2.066E-05 | global batch size: 256 | lm loss: 3.062159E+00 | grad norm: 0.250 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.361 | TFLOPs: 32.41 | 7: iteration 58040/ 60336 | consumed samples: 14858240 | consumed tokens: 30429675520 | elapsed time per iteration (s): 0.37 | learning rate: 2.066E-05 | global batch size: 256 | lm loss: 3.042382E+00 | grad norm: 0.249 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.671 | TFLOPs: 32.38 | 7: iteration 58050/ 60336 | consumed samples: 14860800 | consumed tokens: 30434918400 | elapsed time per iteration (s): 0.37 | learning rate: 2.065E-05 | global batch size: 256 | lm loss: 3.057691E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.027 | TFLOPs: 32.39 | 7: iteration 58060/ 60336 | consumed samples: 14863360 | consumed tokens: 30440161280 | elapsed time per iteration (s): 0.37 | learning rate: 2.064E-05 | global batch size: 256 | lm loss: 3.063111E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.991 | TFLOPs: 32.39 | 7: iteration 58070/ 60336 | consumed samples: 14865920 | consumed tokens: 30445404160 | elapsed time per iteration (s): 0.37 | learning rate: 2.064E-05 | global batch size: 256 | lm loss: 3.042671E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.135 | TFLOPs: 32.40 | 7: iteration 58080/ 60336 | consumed samples: 14868480 | consumed tokens: 30450647040 | elapsed time per iteration (s): 0.37 | learning rate: 2.063E-05 | global batch size: 256 | lm loss: 3.061302E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.264 | TFLOPs: 32.41 | 7: iteration 58090/ 60336 | consumed samples: 14871040 | consumed tokens: 30455889920 | elapsed time per iteration (s): 0.37 | learning rate: 2.063E-05 | global batch size: 256 | lm loss: 3.063247E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.640 | TFLOPs: 32.38 | 7: iteration 58100/ 60336 | consumed samples: 14873600 | consumed tokens: 30461132800 | elapsed time per iteration (s): 0.37 | learning rate: 2.062E-05 | global batch size: 256 | lm loss: 3.056179E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.289 | TFLOPs: 32.36 | 7: iteration 58110/ 60336 | consumed samples: 14876160 | consumed tokens: 30466375680 | elapsed time per iteration (s): 0.37 | learning rate: 2.062E-05 | global batch size: 256 | lm loss: 3.074851E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.043 | TFLOPs: 32.40 | 7: iteration 58120/ 60336 | consumed samples: 14878720 | consumed tokens: 30471618560 | elapsed time per iteration (s): 0.37 | learning rate: 2.061E-05 | global batch size: 256 | lm loss: 3.062984E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.622 | TFLOPs: 32.38 | 7: iteration 58130/ 60336 | consumed samples: 14881280 | consumed tokens: 30476861440 | elapsed time per iteration (s): 0.37 | learning rate: 2.061E-05 | global batch size: 256 | lm loss: 3.054084E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.117 | TFLOPs: 32.40 | 7: iteration 58140/ 60336 | consumed samples: 14883840 | consumed tokens: 30482104320 | elapsed time per iteration (s): 0.37 | learning rate: 2.060E-05 | global batch size: 256 | lm loss: 3.071870E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.160 | TFLOPs: 32.35 | 7: iteration 58150/ 60336 | consumed samples: 14886400 | consumed tokens: 30487347200 | elapsed time per iteration (s): 0.37 | learning rate: 2.059E-05 | global batch size: 256 | lm loss: 3.058695E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.248 | TFLOPs: 32.40 | 7: iteration 58160/ 60336 | consumed samples: 14888960 | consumed tokens: 30492590080 | elapsed time per iteration (s): 0.37 | learning rate: 2.059E-05 | global batch size: 256 | lm loss: 3.070066E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.724 | TFLOPs: 32.38 | 7: iteration 58170/ 60336 | consumed samples: 14891520 | consumed tokens: 30497832960 | elapsed time per iteration (s): 0.37 | learning rate: 2.058E-05 | global batch size: 256 | lm loss: 3.051520E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.043 | TFLOPs: 32.40 | 7: iteration 58180/ 60336 | consumed samples: 14894080 | consumed tokens: 30503075840 | elapsed time per iteration (s): 0.37 | learning rate: 2.058E-05 | global batch size: 256 | lm loss: 3.056676E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.658 | TFLOPs: 32.38 | 7: iteration 58190/ 60336 | consumed samples: 14896640 | consumed tokens: 30508318720 | elapsed time per iteration (s): 0.37 | learning rate: 2.057E-05 | global batch size: 256 | lm loss: 3.074525E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.072 | TFLOPs: 32.35 | 7: iteration 58200/ 60336 | consumed samples: 14899200 | consumed tokens: 30513561600 | elapsed time per iteration (s): 0.37 | learning rate: 2.057E-05 | global batch size: 256 | lm loss: 3.062037E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.228 | TFLOPs: 32.36 | 7: iteration 58210/ 60336 | consumed samples: 14901760 | consumed 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60336 | consumed samples: 14909440 | consumed tokens: 30534533120 | elapsed time per iteration (s): 0.37 | learning rate: 2.055E-05 | global batch size: 256 | lm loss: 3.068081E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.140 | TFLOPs: 32.35 | 7: iteration 58250/ 60336 | consumed samples: 14912000 | consumed tokens: 30539776000 | elapsed time per iteration (s): 0.37 | learning rate: 2.054E-05 | global batch size: 256 | lm loss: 3.052212E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.555 | TFLOPs: 32.37 | 7: iteration 58260/ 60336 | consumed samples: 14914560 | consumed tokens: 30545018880 | elapsed time per iteration (s): 0.37 | learning rate: 2.054E-05 | global batch size: 256 | lm loss: 3.065470E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 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lm loss: 3.048932E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.309 | TFLOPs: 32.36 | 7: iteration 58360/ 60336 | consumed samples: 14940160 | consumed tokens: 30597447680 | elapsed time per iteration (s): 0.37 | learning rate: 2.049E-05 | global batch size: 256 | lm loss: 3.050121E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.309 | TFLOPs: 32.36 | 7: iteration 58370/ 60336 | consumed samples: 14942720 | consumed tokens: 30602690560 | elapsed time per iteration (s): 0.37 | learning rate: 2.048E-05 | global batch size: 256 | lm loss: 3.068021E+00 | grad norm: 0.244 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.024 | TFLOPs: 32.35 | 7: iteration 58380/ 60336 | consumed samples: 14945280 | consumed tokens: 30607933440 | elapsed time per iteration (s): 0.37 | 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consumed samples: 14960640 | consumed tokens: 30639390720 | elapsed time per iteration (s): 0.37 | learning rate: 2.045E-05 | global batch size: 256 | lm loss: 3.062163E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.095 | TFLOPs: 32.35 | 7: iteration 58450/ 60336 | consumed samples: 14963200 | consumed tokens: 30644633600 | elapsed time per iteration (s): 0.37 | learning rate: 2.044E-05 | global batch size: 256 | lm loss: 3.046361E+00 | grad norm: 0.231 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.978 | TFLOPs: 32.35 | 7: iteration 58460/ 60336 | consumed samples: 14965760 | consumed tokens: 30649876480 | elapsed time per iteration (s): 0.37 | learning rate: 2.044E-05 | global batch size: 256 | lm loss: 3.054473E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.101 | TFLOPs: 32.35 | 7: iteration 58470/ 60336 | consumed samples: 14968320 | consumed tokens: 30655119360 | elapsed time per iteration (s): 0.37 | learning rate: 2.043E-05 | global batch size: 256 | lm loss: 3.057289E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.603 | TFLOPs: 32.37 | 7: iteration 58480/ 60336 | consumed samples: 14970880 | consumed tokens: 30660362240 | elapsed time per iteration (s): 0.37 | learning rate: 2.043E-05 | global batch size: 256 | lm loss: 3.065163E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.480 | TFLOPs: 32.37 | 7: iteration 58490/ 60336 | consumed samples: 14973440 | consumed tokens: 30665605120 | elapsed time per iteration (s): 0.37 | learning rate: 2.042E-05 | global batch size: 256 | lm loss: 3.067115E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.052 | TFLOPs: 32.35 | 7: iteration 58500/ 60336 | consumed samples: 14976000 | consumed tokens: 30670848000 | elapsed time per iteration (s): 0.37 | learning rate: 2.042E-05 | global batch size: 256 | lm loss: 3.055930E+00 | grad norm: 0.246 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.348 | TFLOPs: 32.36 | 7: iteration 58510/ 60336 | consumed samples: 14978560 | consumed tokens: 30676090880 | elapsed time per iteration (s): 0.37 | learning rate: 2.041E-05 | global batch size: 256 | lm loss: 3.062760E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.401 | TFLOPs: 32.37 | 7: iteration 58520/ 60336 | consumed samples: 14981120 | consumed tokens: 30681333760 | elapsed time per iteration (s): 0.37 | learning rate: 2.041E-05 | global batch size: 256 | lm loss: 3.049656E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.417 | TFLOPs: 32.37 | 7: iteration 58530/ 60336 | consumed samples: 14983680 | consumed tokens: 30686576640 | elapsed time per iteration (s): 0.37 | learning rate: 2.041E-05 | global batch size: 256 | lm loss: 3.059084E+00 | grad norm: 0.231 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.445 | TFLOPs: 32.37 | 7: iteration 58540/ 60336 | consumed samples: 14986240 | consumed tokens: 30691819520 | elapsed time per iteration (s): 0.37 | learning rate: 2.040E-05 | global batch size: 256 | lm loss: 3.059478E+00 | grad norm: 0.229 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.254 | TFLOPs: 32.36 | 7: iteration 58550/ 60336 | consumed samples: 14988800 | consumed tokens: 30697062400 | elapsed time per iteration (s): 0.37 | learning rate: 2.040E-05 | global batch size: 256 | lm loss: 3.066827E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.058 | TFLOPs: 32.35 | 7: iteration 58560/ 60336 | consumed samples: 14991360 | consumed tokens: 30702305280 | elapsed time per iteration (s): 0.37 | learning rate: 2.039E-05 | global batch size: 256 | lm loss: 3.054977E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.546 | TFLOPs: 32.37 | 7: iteration 58570/ 60336 | consumed samples: 14993920 | consumed tokens: 30707548160 | elapsed time per iteration (s): 0.37 | learning rate: 2.039E-05 | global batch size: 256 | lm loss: 3.046826E+00 | grad norm: 0.229 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.738 | TFLOPs: 32.38 | 7: iteration 58580/ 60336 | consumed samples: 14996480 | consumed tokens: 30712791040 | elapsed time per iteration (s): 0.37 | learning rate: 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7: iteration 58670/ 60336 | consumed samples: 15019520 | consumed tokens: 30759976960 | elapsed time per iteration (s): 0.37 | learning rate: 2.035E-05 | global batch size: 256 | lm loss: 3.061587E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.624 | TFLOPs: 32.38 | 7: iteration 58680/ 60336 | consumed samples: 15022080 | consumed tokens: 30765219840 | elapsed time per iteration (s): 0.37 | learning rate: 2.034E-05 | global batch size: 256 | lm loss: 3.065844E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.734 | TFLOPs: 32.38 | 7: iteration 58690/ 60336 | consumed samples: 15024640 | consumed tokens: 30770462720 | elapsed time per iteration (s): 0.37 | learning rate: 2.034E-05 | global batch size: 256 | lm loss: 3.049091E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.952 | TFLOPs: 32.39 | 7: iteration 58700/ 60336 | consumed samples: 15027200 | consumed tokens: 30775705600 | elapsed time per iteration (s): 0.37 | learning rate: 2.033E-05 | global batch size: 256 | lm loss: 3.066745E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.008 | TFLOPs: 32.39 | 7: iteration 58710/ 60336 | consumed samples: 15029760 | consumed tokens: 30780948480 | elapsed time per iteration (s): 0.37 | learning rate: 2.033E-05 | global batch size: 256 | lm loss: 3.060318E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.016 | TFLOPs: 32.39 | 7: iteration 58720/ 60336 | consumed samples: 15032320 | consumed tokens: 30786191360 | elapsed time per iteration (s): 0.37 | learning rate: 2.032E-05 | global batch size: 256 | lm loss: 3.057965E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.582 | TFLOPs: 32.37 | 7: iteration 58730/ 60336 | consumed samples: 15034880 | consumed tokens: 30791434240 | elapsed time per iteration (s): 0.37 | learning rate: 2.032E-05 | global batch size: 256 | lm loss: 3.057587E+00 | grad norm: 0.244 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.857 | TFLOPs: 32.39 | 7: iteration 58740/ 60336 | consumed samples: 15037440 | consumed tokens: 30796677120 | elapsed time per iteration (s): 0.37 | learning rate: 2.032E-05 | global batch size: 256 | lm loss: 3.055321E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.011 | TFLOPs: 32.39 | 7: iteration 58750/ 60336 | consumed samples: 15040000 | consumed tokens: 30801920000 | elapsed time per iteration (s): 0.37 | learning rate: 2.031E-05 | global batch size: 256 | lm loss: 3.059002E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.077 | TFLOPs: 32.40 | 7: iteration 58760/ 60336 | consumed samples: 15042560 | consumed tokens: 30807162880 | elapsed time per iteration (s): 0.37 | learning rate: 2.031E-05 | global batch size: 256 | lm loss: 3.058342E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.076 | TFLOPs: 32.40 | 7: iteration 58770/ 60336 | consumed samples: 15045120 | consumed tokens: 30812405760 | elapsed time per iteration (s): 0.37 | learning rate: 2.031E-05 | global batch size: 256 | lm loss: 3.065293E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.595 | TFLOPs: 32.37 | 7: iteration 58780/ 60336 | consumed samples: 15047680 | consumed tokens: 30817648640 | elapsed time per iteration (s): 0.37 | learning rate: 2.030E-05 | global batch size: 256 | lm loss: 3.050050E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.142 | TFLOPs: 32.40 | 7: iteration 58790/ 60336 | consumed samples: 15050240 | consumed tokens: 30822891520 | elapsed time per iteration (s): 0.37 | learning rate: 2.030E-05 | global batch size: 256 | lm loss: 3.051661E+00 | grad norm: 0.246 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.981 | TFLOPs: 32.39 | 7: iteration 58800/ 60336 | consumed samples: 15052800 | consumed tokens: 30828134400 | elapsed time per iteration (s): 0.37 | learning rate: 2.029E-05 | global batch size: 256 | lm loss: 3.059213E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.039 | TFLOPs: 32.40 | 7: iteration 58810/ 60336 | consumed samples: 15055360 | consumed tokens: 30833377280 | elapsed time per iteration (s): 0.37 | learning rate: 2.029E-05 | global batch size: 256 | lm loss: 3.055034E+00 | grad norm: 0.231 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.572 | TFLOPs: 32.37 | 7: iteration 58820/ 60336 | consumed samples: 15057920 | consumed tokens: 30838620160 | elapsed time per iteration (s): 0.37 | learning rate: 2.029E-05 | global batch size: 256 | lm loss: 3.060552E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.715 | TFLOPs: 32.38 | 7: iteration 58830/ 60336 | consumed samples: 15060480 | consumed tokens: 30843863040 | elapsed time per iteration (s): 0.37 | learning rate: 2.028E-05 | global batch size: 256 | lm loss: 3.065750E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.475 | TFLOPs: 32.37 | 7: iteration 58840/ 60336 | consumed samples: 15063040 | consumed tokens: 30849105920 | elapsed time per iteration (s): 0.37 | learning rate: 2.028E-05 | global batch size: 256 | lm loss: 3.053817E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.297 | TFLOPs: 32.36 | 7: iteration 58850/ 60336 | consumed samples: 15065600 | consumed tokens: 30854348800 | elapsed time per iteration (s): 0.37 | learning rate: 2.027E-05 | global batch size: 256 | lm loss: 3.058485E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.487 | TFLOPs: 32.37 | 7: iteration 58860/ 60336 | consumed samples: 15068160 | consumed tokens: 30859591680 | elapsed time per iteration (s): 0.37 | learning rate: 2.027E-05 | global batch size: 256 | lm loss: 3.056568E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.001 | TFLOPs: 32.35 | 7: iteration 58870/ 60336 | consumed samples: 15070720 | consumed tokens: 30864834560 | elapsed time per iteration (s): 0.37 | learning rate: 2.027E-05 | global batch size: 256 | lm loss: 3.054126E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.393 | TFLOPs: 32.41 | 7: iteration 58880/ 60336 | consumed samples: 15073280 | consumed tokens: 30870077440 | elapsed time per iteration (s): 0.37 | learning rate: 2.026E-05 | global batch size: 256 | lm loss: 3.055244E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.723 | TFLOPs: 32.38 | 7: iteration 58890/ 60336 | consumed samples: 15075840 | consumed tokens: 30875320320 | elapsed time per iteration (s): 0.37 | learning rate: 2.026E-05 | global batch size: 256 | lm loss: 3.077626E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.032 | TFLOPs: 32.39 | 7: iteration 58900/ 60336 | consumed samples: 15078400 | consumed tokens: 30880563200 | elapsed time per iteration (s): 0.37 | learning rate: 2.026E-05 | global batch size: 256 | lm loss: 3.067848E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.511 | TFLOPs: 32.42 | 7: iteration 58910/ 60336 | consumed samples: 15080960 | consumed tokens: 30885806080 | elapsed time per iteration (s): 0.37 | learning rate: 2.025E-05 | global batch size: 256 | lm loss: 3.067157E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.079 | TFLOPs: 32.40 | 7: iteration 58920/ 60336 | consumed samples: 15083520 | consumed tokens: 30891048960 | elapsed time per iteration (s): 0.37 | learning rate: 2.025E-05 | global batch size: 256 | lm loss: 3.071417E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.359 | TFLOPs: 32.36 | 7: iteration 58930/ 60336 | consumed samples: 15086080 | consumed tokens: 30896291840 | elapsed time per iteration (s): 0.37 | learning rate: 2.025E-05 | global batch size: 256 | lm loss: 3.059554E+00 | grad norm: 0.231 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.474 | TFLOPs: 32.37 | 7: iteration 58940/ 60336 | consumed samples: 15088640 | consumed tokens: 30901534720 | elapsed time per iteration (s): 0.37 | learning rate: 2.024E-05 | global batch size: 256 | lm loss: 3.057307E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.209 | TFLOPs: 32.36 | 7: iteration 58950/ 60336 | consumed samples: 15091200 | consumed tokens: 30906777600 | elapsed time per iteration (s): 0.37 | learning rate: 2.024E-05 | global batch size: 256 | lm loss: 3.057770E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.453 | TFLOPs: 32.37 | 7: iteration 58960/ 60336 | consumed samples: 15093760 | consumed tokens: 30912020480 | elapsed time per iteration (s): 0.37 | learning rate: 2.024E-05 | global batch size: 256 | lm loss: 3.058443E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.913 | TFLOPs: 32.34 | 7: iteration 58970/ 60336 | consumed samples: 15096320 | consumed tokens: 30917263360 | elapsed time per iteration (s): 0.37 | learning rate: 2.023E-05 | global batch size: 256 | lm loss: 3.073290E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.321 | TFLOPs: 32.36 | 7: iteration 58980/ 60336 | consumed samples: 15098880 | consumed tokens: 30922506240 | elapsed time per iteration (s): 0.37 | learning rate: 2.023E-05 | global batch size: 256 | lm loss: 3.061739E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.179 | TFLOPs: 32.36 | 7: iteration 58990/ 60336 | consumed samples: 15101440 | consumed tokens: 30927749120 | elapsed time per iteration (s): 0.37 | learning rate: 2.023E-05 | global batch size: 256 | lm loss: 3.049920E+00 | grad norm: 0.246 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.428 | TFLOPs: 32.13 | 7: iteration 59000/ 60336 | consumed samples: 15104000 | consumed tokens: 30932992000 | elapsed time per iteration (s): 0.37 | learning rate: 2.022E-05 | global batch size: 256 | lm loss: 3.053380E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.022 | TFLOPs: 32.35 | 7: ------------------------------------------------------------------------------------------------ 7: validation loss at iteration 59000 | lm loss value: 3.757359E+00 | lm loss PPL: 4.283515E+01 | 7: ------------------------------------------------------------------------------------------------ 0: saving checkpoint at iteration 59000 to checkpoints_146m32b100m 0: [2023-03-16 16:07:05,612] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step59000 is begin to save! 0: [2023-03-16 16:07:05,617] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100m/global_step59000/layer_01-model_00-model_states.pt... 0: [2023-03-16 16:07:05,711] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step59000/layer_01-model_00-model_states.pt. 0: [2023-03-16 16:07:05,711] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100m/global_step59000/layer_03-model_00-model_states.pt... 0: [2023-03-16 16:07:05,727] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved 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[engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step59000/bf16_zero_pp_rank_22_mp_rank_00_optim_states.pt 3: [2023-03-16 16:07:06,014] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step59000 is ready now! 3: [2023-03-16 16:07:06,014] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step59000 is ready now! 2: [2023-03-16 16:07:06,014] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step59000 is ready now! 2: [2023-03-16 16:07:06,014] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step59000/bf16_zero_pp_rank_18_mp_rank_00_optim_states.pt. 2: [2023-03-16 16:07:06,014] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step59000/bf16_zero_pp_rank_18_mp_rank_00_optim_states.pt 2: [2023-03-16 16:07:06,014] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step59000 is ready now! 2: [2023-03-16 16:07:06,014] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step59000/bf16_zero_pp_rank_20_mp_rank_00_optim_states.pt. 2: [2023-03-16 16:07:06,014] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step59000/bf16_zero_pp_rank_20_mp_rank_00_optim_states.pt 2: [2023-03-16 16:07:06,014] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step59000 is ready now! 3: [2023-03-16 16:07:06,014] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step59000/bf16_zero_pp_rank_30_mp_rank_00_optim_states.pt. 3: [2023-03-16 16:07:06,014] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step59000/bf16_zero_pp_rank_28_mp_rank_00_optim_states.pt. 3: [2023-03-16 16:07:06,014] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step59000/bf16_zero_pp_rank_29_mp_rank_00_optim_states.pt. 3: [2023-03-16 16:07:06,014] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step59000/bf16_zero_pp_rank_30_mp_rank_00_optim_states.pt 3: [2023-03-16 16:07:06,014] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step59000/bf16_zero_pp_rank_28_mp_rank_00_optim_states.pt 3: [2023-03-16 16:07:06,014] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step59000/bf16_zero_pp_rank_29_mp_rank_00_optim_states.pt 3: [2023-03-16 16:07:06,014] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step59000 is ready now! 3: [2023-03-16 16:07:06,015] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step59000 is ready now! 3: [2023-03-16 16:07:06,015] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step59000 is ready now! 0: [2023-03-16 16:07:06,028] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step59000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt 0: [2023-03-16 16:07:06,028] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step59000 is ready now! 0: successfully saved checkpoint at iteration 59000 to checkpoints_146m32b100m 7: time (ms) | save-checkpoint: 464.48 7: iteration 59010/ 60336 | consumed samples: 15106560 | consumed tokens: 30938234880 | elapsed time per iteration (s): 0.42 | learning rate: 2.022E-05 | global batch size: 256 | lm loss: 3.065353E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 602.665 | TFLOPs: 28.13 | 7: iteration 59020/ 60336 | consumed samples: 15109120 | consumed tokens: 30943477760 | elapsed time per iteration (s): 0.37 | learning rate: 2.022E-05 | global batch size: 256 | lm loss: 3.054335E+00 | grad norm: 0.245 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.938 | TFLOPs: 32.34 | 7: iteration 59030/ 60336 | consumed samples: 15111680 | consumed tokens: 30948720640 | elapsed time per iteration (s): 0.37 | learning rate: 2.021E-05 | global batch size: 256 | lm loss: 3.044253E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.749 | TFLOPs: 32.33 | 7: iteration 59040/ 60336 | consumed samples: 15114240 | consumed tokens: 30953963520 | elapsed time per iteration (s): 0.37 | learning rate: 2.021E-05 | global batch size: 256 | lm loss: 3.062246E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.718 | TFLOPs: 32.33 | 7: iteration 59050/ 60336 | consumed samples: 15116800 | consumed tokens: 30959206400 | elapsed time per iteration (s): 0.37 | learning rate: 2.021E-05 | global batch size: 256 | lm loss: 3.053510E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.766 | TFLOPs: 32.34 | 7: iteration 59060/ 60336 | consumed samples: 15119360 | consumed tokens: 30964449280 | elapsed time per iteration (s): 0.37 | learning rate: 2.020E-05 | global batch size: 256 | lm loss: 3.059065E+00 | grad norm: 0.246 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.279 | TFLOPs: 32.36 | 7: iteration 59070/ 60336 | consumed samples: 15121920 | consumed tokens: 30969692160 | elapsed time per iteration (s): 0.37 | learning rate: 2.020E-05 | global batch size: 256 | lm loss: 3.054362E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.969 | TFLOPs: 32.35 | 7: iteration 59080/ 60336 | consumed samples: 15124480 | consumed tokens: 30974935040 | elapsed time per iteration (s): 0.37 | learning rate: 2.020E-05 | global batch size: 256 | lm loss: 3.070604E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.066 | TFLOPs: 32.35 | 7: iteration 59090/ 60336 | consumed samples: 15127040 | consumed tokens: 30980177920 | elapsed time per iteration (s): 0.37 | learning rate: 2.019E-05 | global batch size: 256 | lm loss: 3.056981E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.340 | TFLOPs: 32.18 | 7: iteration 59100/ 60336 | consumed samples: 15129600 | consumed tokens: 30985420800 | elapsed time per iteration (s): 0.37 | learning rate: 2.019E-05 | global batch size: 256 | lm loss: 3.057964E+00 | grad norm: 0.245 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.232 | TFLOPs: 32.36 | 7: iteration 59110/ 60336 | consumed samples: 15132160 | consumed tokens: 30990663680 | elapsed time per iteration (s): 0.37 | learning rate: 2.019E-05 | global batch size: 256 | lm loss: 3.065769E+00 | grad norm: 0.248 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.030 | TFLOPs: 32.35 | 7: iteration 59120/ 60336 | consumed samples: 15134720 | consumed tokens: 30995906560 | elapsed time per iteration (s): 0.37 | learning rate: 2.018E-05 | global batch size: 256 | lm loss: 3.047252E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.940 | TFLOPs: 32.34 | 7: iteration 59130/ 60336 | consumed samples: 15137280 | consumed tokens: 31001149440 | elapsed time per iteration (s): 0.37 | learning rate: 2.018E-05 | global batch size: 256 | lm loss: 3.053699E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.105 | TFLOPs: 32.35 | 7: iteration 59140/ 60336 | consumed samples: 15139840 | consumed tokens: 31006392320 | elapsed time per iteration (s): 0.37 | learning rate: 2.018E-05 | global batch size: 256 | lm loss: 3.063789E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.776 | TFLOPs: 32.34 | 7: iteration 59150/ 60336 | consumed samples: 15142400 | consumed tokens: 31011635200 | elapsed time per iteration (s): 0.37 | learning rate: 2.018E-05 | global batch size: 256 | lm loss: 3.059714E+00 | grad norm: 0.249 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.800 | TFLOPs: 32.34 | 7: iteration 59160/ 60336 | consumed samples: 15144960 | consumed tokens: 31016878080 | elapsed time per iteration (s): 0.37 | learning rate: 2.017E-05 | global batch size: 256 | lm loss: 3.056420E+00 | grad norm: 0.231 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.841 | TFLOPs: 32.34 | 7: iteration 59170/ 60336 | consumed samples: 15147520 | consumed tokens: 31022120960 | elapsed time per iteration (s): 0.37 | learning rate: 2.017E-05 | global batch size: 256 | lm loss: 3.052257E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.903 | TFLOPs: 32.34 | 7: iteration 59180/ 60336 | consumed samples: 15150080 | consumed tokens: 31027363840 | elapsed time per iteration (s): 0.37 | learning rate: 2.017E-05 | global batch size: 256 | lm loss: 3.059827E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.364 | TFLOPs: 32.13 | 7: iteration 59190/ 60336 | consumed samples: 15152640 | consumed tokens: 31032606720 | elapsed time per iteration (s): 0.38 | learning rate: 2.016E-05 | global batch size: 256 | lm loss: 3.070709E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 672.428 | TFLOPs: 31.39 | 7: iteration 59200/ 60336 | consumed samples: 15155200 | consumed tokens: 31037849600 | elapsed time per iteration (s): 0.48 | learning rate: 2.016E-05 | global batch size: 256 | lm loss: 3.072818E+00 | grad norm: 0.229 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 534.279 | TFLOPs: 24.94 | 7: iteration 59210/ 60336 | consumed samples: 15157760 | consumed tokens: 31043092480 | elapsed time per iteration (s): 0.37 | learning rate: 2.016E-05 | global batch size: 256 | lm loss: 3.062355E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.663 | TFLOPs: 32.14 | 7: iteration 59220/ 60336 | consumed samples: 15160320 | consumed tokens: 31048335360 | elapsed time per iteration (s): 0.37 | learning rate: 2.016E-05 | global batch size: 256 | lm loss: 3.062633E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 683.277 | TFLOPs: 31.89 | 7: iteration 59230/ 60336 | consumed samples: 15162880 | consumed tokens: 31053578240 | elapsed time per iteration (s): 0.37 | learning rate: 2.015E-05 | global batch size: 256 | lm loss: 3.054100E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.062 | TFLOPs: 32.12 | 7: iteration 59240/ 60336 | consumed samples: 15165440 | consumed tokens: 31058821120 | elapsed time per iteration (s): 0.37 | learning rate: 2.015E-05 | global batch size: 256 | lm loss: 3.059159E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.640 | TFLOPs: 32.19 | 7: iteration 59250/ 60336 | consumed samples: 15168000 | consumed tokens: 31064064000 | elapsed time per iteration (s): 0.38 | learning rate: 2.015E-05 | global batch size: 256 | lm loss: 3.065826E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 679.999 | TFLOPs: 31.74 | 7: iteration 59260/ 60336 | consumed samples: 15170560 | consumed tokens: 31069306880 | elapsed time per iteration (s): 0.37 | learning rate: 2.014E-05 | global batch size: 256 | lm loss: 3.069815E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 686.703 | TFLOPs: 32.05 | 7: iteration 59270/ 60336 | consumed samples: 15173120 | consumed tokens: 31074549760 | elapsed time per iteration (s): 0.37 | learning rate: 2.014E-05 | global batch size: 256 | lm loss: 3.065366E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 683.762 | TFLOPs: 31.92 | 7: iteration 59280/ 60336 | consumed samples: 15175680 | consumed tokens: 31079792640 | elapsed time per iteration (s): 0.37 | learning rate: 2.014E-05 | global batch size: 256 | lm loss: 3.065480E+00 | grad norm: 0.229 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.205 | TFLOPs: 32.22 | 7: iteration 59290/ 60336 | consumed samples: 15178240 | consumed tokens: 31085035520 | elapsed time per iteration (s): 0.37 | learning rate: 2.014E-05 | global batch size: 256 | lm loss: 3.061234E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.644 | TFLOPs: 32.42 | 7: iteration 59300/ 60336 | consumed samples: 15180800 | consumed tokens: 31090278400 | elapsed time per iteration (s): 0.38 | learning rate: 2.013E-05 | global batch size: 256 | lm loss: 3.061318E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 682.418 | TFLOPs: 31.85 | 7: iteration 59310/ 60336 | consumed samples: 15183360 | consumed tokens: 31095521280 | elapsed time per iteration (s): 0.38 | learning rate: 2.013E-05 | global batch size: 256 | lm loss: 3.066688E+00 | grad norm: 0.252 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 677.765 | TFLOPs: 31.64 | 7: iteration 59320/ 60336 | consumed samples: 15185920 | consumed tokens: 31100764160 | elapsed time per iteration (s): 0.37 | learning rate: 2.013E-05 | global batch size: 256 | lm loss: 3.063130E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 686.067 | TFLOPs: 32.02 | 7: iteration 59330/ 60336 | consumed samples: 15188480 | consumed tokens: 31106007040 | elapsed time per iteration (s): 0.38 | learning rate: 2.013E-05 | global batch size: 256 | lm loss: 3.064846E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 682.313 | TFLOPs: 31.85 | 7: iteration 59340/ 60336 | consumed samples: 15191040 | consumed tokens: 31111249920 | elapsed time per iteration (s): 0.37 | learning rate: 2.012E-05 | global batch size: 256 | lm loss: 3.048814E+00 | grad norm: 0.245 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.002 | TFLOPs: 32.16 | 7: iteration 59350/ 60336 | consumed samples: 15193600 | consumed tokens: 31116492800 | elapsed time per iteration (s): 0.37 | learning rate: 2.012E-05 | global batch size: 256 | lm loss: 3.046332E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.342 | TFLOPs: 32.32 | 7: iteration 59360/ 60336 | consumed samples: 15196160 | consumed tokens: 31121735680 | elapsed time per iteration (s): 0.38 | learning rate: 2.012E-05 | global batch size: 256 | lm loss: 3.068713E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 682.276 | TFLOPs: 31.85 | 7: iteration 59370/ 60336 | consumed samples: 15198720 | consumed tokens: 31126978560 | elapsed time per iteration (s): 0.38 | learning rate: 2.012E-05 | global batch size: 256 | lm loss: 3.060605E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 682.486 | TFLOPs: 31.86 | 7: iteration 59380/ 60336 | consumed samples: 15201280 | consumed tokens: 31132221440 | elapsed time per iteration (s): 0.38 | learning rate: 2.011E-05 | global batch size: 256 | lm loss: 3.075472E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 680.913 | TFLOPs: 31.78 | 7: iteration 59390/ 60336 | consumed samples: 15203840 | consumed tokens: 31137464320 | elapsed time per iteration (s): 0.37 | learning rate: 2.011E-05 | global batch size: 256 | lm loss: 3.072895E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.265 | TFLOPs: 32.41 | 7: iteration 59400/ 60336 | consumed samples: 15206400 | consumed tokens: 31142707200 | elapsed time per iteration (s): 0.37 | learning rate: 2.011E-05 | global batch size: 256 | lm loss: 3.051802E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.807 | TFLOPs: 32.10 | 7: iteration 59410/ 60336 | consumed samples: 15208960 | consumed tokens: 31147950080 | elapsed time per iteration (s): 0.37 | learning rate: 2.011E-05 | global batch size: 256 | lm loss: 3.066193E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.325 | TFLOPs: 32.13 | 7: iteration 59420/ 60336 | consumed samples: 15211520 | consumed tokens: 31153192960 | elapsed time per iteration (s): 0.37 | learning rate: 2.010E-05 | global batch size: 256 | lm loss: 3.048681E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.834 | TFLOPs: 32.25 | 7: iteration 59430/ 60336 | consumed samples: 15214080 | consumed tokens: 31158435840 | elapsed time per iteration (s): 0.37 | learning rate: 2.010E-05 | global batch size: 256 | lm loss: 3.057907E+00 | grad norm: 0.231 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.724 | TFLOPs: 32.10 | 7: iteration 59440/ 60336 | consumed samples: 15216640 | consumed tokens: 31163678720 | elapsed time per iteration (s): 0.37 | learning rate: 2.010E-05 | global batch size: 256 | lm loss: 3.066172E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.457 | TFLOPs: 32.41 | 7: iteration 59450/ 60336 | consumed samples: 15219200 | consumed tokens: 31168921600 | elapsed time per iteration (s): 0.37 | learning rate: 2.010E-05 | global batch size: 256 | lm loss: 3.047281E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.046 | TFLOPs: 32.40 | 7: iteration 59460/ 60336 | consumed samples: 15221760 | consumed tokens: 31174164480 | elapsed time per iteration (s): 0.37 | learning rate: 2.010E-05 | global batch size: 256 | lm loss: 3.055351E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.325 | TFLOPs: 32.41 | 7: iteration 59470/ 60336 | consumed samples: 15224320 | consumed tokens: 31179407360 | elapsed time per iteration (s): 0.37 | learning rate: 2.009E-05 | global batch size: 256 | lm loss: 3.058388E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.317 | TFLOPs: 32.41 | 7: iteration 59480/ 60336 | consumed samples: 15226880 | consumed tokens: 31184650240 | elapsed time per iteration (s): 0.37 | learning rate: 2.009E-05 | global batch size: 256 | lm loss: 3.070473E+00 | grad norm: 0.245 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.304 | TFLOPs: 32.41 | 7: iteration 59490/ 60336 | consumed samples: 15229440 | consumed tokens: 31189893120 | elapsed time per iteration (s): 0.37 | learning rate: 2.009E-05 | global batch size: 256 | lm loss: 3.055313E+00 | grad norm: 0.245 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.460 | TFLOPs: 32.37 | 7: iteration 59500/ 60336 | consumed samples: 15232000 | consumed tokens: 31195136000 | elapsed time per iteration (s): 0.37 | learning rate: 2.009E-05 | global batch size: 256 | lm loss: 3.072383E+00 | grad norm: 0.248 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.081 | TFLOPs: 32.40 | 7: iteration 59510/ 60336 | consumed samples: 15234560 | consumed 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60336 | consumed samples: 15242240 | consumed tokens: 31216107520 | elapsed time per iteration (s): 0.37 | learning rate: 2.008E-05 | global batch size: 256 | lm loss: 3.063209E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.435 | TFLOPs: 32.41 | 7: iteration 59550/ 60336 | consumed samples: 15244800 | consumed tokens: 31221350400 | elapsed time per iteration (s): 0.37 | learning rate: 2.008E-05 | global batch size: 256 | lm loss: 3.057099E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.300 | TFLOPs: 32.41 | 7: iteration 59560/ 60336 | consumed samples: 15247360 | consumed tokens: 31226593280 | elapsed time per iteration (s): 0.37 | learning rate: 2.007E-05 | global batch size: 256 | lm loss: 3.066504E+00 | grad norm: 0.231 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 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2.003E-05 | global batch size: 256 | lm loss: 3.066941E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.462 | TFLOPs: 32.41 | 7: iteration 59890/ 60336 | consumed samples: 15331840 | consumed tokens: 31399608320 | elapsed time per iteration (s): 0.37 | learning rate: 2.002E-05 | global batch size: 256 | lm loss: 3.058850E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.181 | TFLOPs: 32.40 | 7: iteration 59900/ 60336 | consumed samples: 15334400 | consumed tokens: 31404851200 | elapsed time per iteration (s): 0.37 | learning rate: 2.002E-05 | global batch size: 256 | lm loss: 3.064329E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.151 | TFLOPs: 32.40 | 7: iteration 59910/ 60336 | consumed samples: 15336960 | consumed tokens: 31410094080 | elapsed time per iteration (s): 0.37 | learning rate: 2.002E-05 | global batch size: 256 | lm loss: 3.059654E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.464 | TFLOPs: 32.41 | 7: iteration 59920/ 60336 | consumed samples: 15339520 | consumed tokens: 31415336960 | elapsed time per iteration (s): 0.37 | learning rate: 2.002E-05 | global batch size: 256 | lm loss: 3.058380E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.106 | TFLOPs: 32.40 | 7: iteration 59930/ 60336 | consumed samples: 15342080 | consumed tokens: 31420579840 | elapsed time per iteration (s): 0.37 | learning rate: 2.002E-05 | global batch size: 256 | lm loss: 3.066732E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.920 | TFLOPs: 32.39 | 7: iteration 59940/ 60336 | consumed samples: 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7: iteration 59970/ 60336 | consumed samples: 15352320 | consumed tokens: 31441551360 | elapsed time per iteration (s): 0.37 | learning rate: 2.002E-05 | global batch size: 256 | lm loss: 3.061102E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.106 | TFLOPs: 32.40 | 7: iteration 59980/ 60336 | consumed samples: 15354880 | consumed tokens: 31446794240 | elapsed time per iteration (s): 0.37 | learning rate: 2.002E-05 | global batch size: 256 | lm loss: 3.054445E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.998 | TFLOPs: 32.39 | 7: iteration 59990/ 60336 | consumed samples: 15357440 | consumed tokens: 31452037120 | elapsed time per iteration (s): 0.37 | learning rate: 2.001E-05 | global batch size: 256 | lm loss: 3.057286E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.269 | TFLOPs: 32.41 | 0: [2023-03-16 16:13:17,431] [INFO] [logging.py:68:log_dist] [Rank 0] step=60000, skipped=0, lr=[2.0014058754265557e-05, 2.0014058754265557e-05, 2.0014058754265557e-05], mom=[(0.9, 0.999), (0.9, 0.999), (0.9, 0.999)] 7: iteration 60000/ 60336 | consumed samples: 15360000 | consumed tokens: 31457280000 | elapsed time per iteration (s): 0.37 | learning rate: 2.001E-05 | global batch size: 256 | lm loss: 3.057375E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.637 | TFLOPs: 32.38 | 0: steps: 60000 loss: 3.0659 iter time (s): 0.369 samples/sec: 694.095 7: ------------------------------------------------------------------------------------------------ 7: validation loss at iteration 60000 | lm loss value: 3.798476E+00 | lm loss PPL: 4.463312E+01 | 7: ------------------------------------------------------------------------------------------------ 0: saving 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Saved checkpoints_146m32b100m/global_step60000/bf16_zero_pp_rank_23_mp_rank_00_optim_states.pt. 2: [2023-03-16 16:13:18,130] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step60000/bf16_zero_pp_rank_17_mp_rank_00_optim_states.pt. 2: [2023-03-16 16:13:18,130] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step60000/bf16_zero_pp_rank_18_mp_rank_00_optim_states.pt 2: [2023-03-16 16:13:18,130] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step60000/bf16_zero_pp_rank_20_mp_rank_00_optim_states.pt 2: [2023-03-16 16:13:18,130] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step60000/bf16_zero_pp_rank_16_mp_rank_00_optim_states.pt 2: [2023-03-16 16:13:18,130] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved 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[Torch] Saved checkpoints_146m32b100m/global_step60000/bf16_zero_pp_rank_9_mp_rank_00_optim_states.pt. 1: [2023-03-16 16:13:18,133] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step60000/bf16_zero_pp_rank_12_mp_rank_00_optim_states.pt. 1: [2023-03-16 16:13:18,134] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step60000/bf16_zero_pp_rank_8_mp_rank_00_optim_states.pt 1: [2023-03-16 16:13:18,134] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step60000/bf16_zero_pp_rank_13_mp_rank_00_optim_states.pt 1: [2023-03-16 16:13:18,134] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step60000/bf16_zero_pp_rank_15_mp_rank_00_optim_states.pt 1: [2023-03-16 16:13:18,134] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved 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Checkpoint global_step60000 is ready now! 0: successfully saved checkpoint at iteration 60000 to checkpoints_146m32b100m 7: time (ms) | save-checkpoint: 567.77 7: iteration 60010/ 60336 | consumed samples: 15362560 | consumed tokens: 31462522880 | elapsed time per iteration (s): 0.44 | learning rate: 2.001E-05 | global batch size: 256 | lm loss: 3.061271E+00 | grad norm: 0.231 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 582.769 | TFLOPs: 27.20 | 7: iteration 60020/ 60336 | consumed samples: 15365120 | consumed tokens: 31467765760 | elapsed time per iteration (s): 0.37 | learning rate: 2.001E-05 | global batch size: 256 | lm loss: 3.065218E+00 | grad norm: 0.231 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.812 | TFLOPs: 32.38 | 7: iteration 60030/ 60336 | consumed samples: 15367680 | consumed tokens: 31473008640 | elapsed time per iteration (s): 0.37 | learning rate: 2.001E-05 | global batch size: 256 | lm loss: 3.071442E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.473 | TFLOPs: 32.42 | 7: iteration 60040/ 60336 | consumed samples: 15370240 | consumed tokens: 31478251520 | elapsed time per iteration (s): 0.37 | learning rate: 2.001E-05 | global batch size: 256 | lm loss: 3.063044E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.131 | TFLOPs: 32.40 | 7: iteration 60050/ 60336 | consumed samples: 15372800 | consumed tokens: 31483494400 | elapsed time per iteration (s): 0.37 | learning rate: 2.001E-05 | global batch size: 256 | lm loss: 3.050686E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.537 | TFLOPs: 32.42 | 7: iteration 60060/ 60336 | consumed samples: 15375360 | consumed tokens: 31488737280 | elapsed time per iteration (s): 0.37 | learning rate: 2.001E-05 | global batch size: 256 | lm loss: 3.065678E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.221 | TFLOPs: 32.40 | 7: iteration 60070/ 60336 | consumed samples: 15377920 | consumed tokens: 31493980160 | elapsed time per iteration (s): 0.37 | learning rate: 2.001E-05 | global batch size: 256 | lm loss: 3.059877E+00 | grad norm: 0.231 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.960 | TFLOPs: 32.39 | 7: iteration 60080/ 60336 | consumed samples: 15380480 | consumed tokens: 31499223040 | elapsed time per iteration (s): 0.37 | learning rate: 2.001E-05 | global batch size: 256 | lm loss: 3.053614E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.481 | TFLOPs: 32.42 | 7: iteration 60090/ 60336 | consumed samples: 15383040 | consumed tokens: 31504465920 | elapsed time per iteration (s): 0.37 | learning rate: 2.001E-05 | global batch size: 256 | lm loss: 3.051149E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.907 | TFLOPs: 32.39 | 7: iteration 60100/ 60336 | consumed samples: 15385600 | consumed tokens: 31509708800 | elapsed time per iteration (s): 0.37 | learning rate: 2.001E-05 | global batch size: 256 | lm loss: 3.063352E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.428 | TFLOPs: 32.41 | 7: iteration 60110/ 60336 | consumed samples: 15388160 | consumed tokens: 31514951680 | elapsed time per iteration (s): 0.37 | learning rate: 2.001E-05 | global batch size: 256 | lm loss: 3.063615E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.464 | TFLOPs: 32.41 | 7: iteration 60120/ 60336 | consumed samples: 15390720 | consumed tokens: 31520194560 | elapsed time per iteration (s): 0.37 | learning rate: 2.001E-05 | global batch size: 256 | lm loss: 3.066686E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.703 | TFLOPs: 32.43 | 7: iteration 60130/ 60336 | consumed samples: 15393280 | consumed tokens: 31525437440 | elapsed time per iteration (s): 0.37 | learning rate: 2.001E-05 | global batch size: 256 | lm loss: 3.053281E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.757 | TFLOPs: 32.43 | 7: iteration 60140/ 60336 | consumed samples: 15395840 | consumed tokens: 31530680320 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-05 | global batch size: 256 | lm loss: 3.052750E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | 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iterations: 0 | number of nan iterations: 0 | samples per second: 693.566 | TFLOPs: 32.37 | 7: iteration 60180/ 60336 | consumed samples: 15406080 | consumed tokens: 31551651840 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-05 | global batch size: 256 | lm loss: 3.057929E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.508 | TFLOPs: 32.42 | 7: iteration 60190/ 60336 | consumed samples: 15408640 | consumed tokens: 31556894720 | elapsed time per iteration (s): 0.39 | learning rate: 2.000E-05 | global batch size: 256 | lm loss: 3.055241E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 663.069 | TFLOPs: 30.95 | 7: iteration 60200/ 60336 | consumed samples: 15411200 | consumed tokens: 31562137600 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-05 | global batch size: 256 | lm loss: 3.069011E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.936 | TFLOPs: 32.44 | 7: iteration 60210/ 60336 | consumed samples: 15413760 | consumed tokens: 31567380480 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-05 | global batch size: 256 | lm loss: 3.054290E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.444 | TFLOPs: 32.41 | 7: iteration 60220/ 60336 | consumed samples: 15416320 | consumed tokens: 31572623360 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-05 | global batch size: 256 | lm loss: 3.041276E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.859 | TFLOPs: 32.43 | 7: iteration 60230/ 60336 | consumed samples: 15418880 | consumed tokens: 31577866240 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-05 | global batch size: 256 | lm loss: 3.062927E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.781 | TFLOPs: 32.43 | 7: iteration 60240/ 60336 | consumed samples: 15421440 | consumed tokens: 31583109120 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-05 | global batch size: 256 | lm loss: 3.064048E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.599 | TFLOPs: 32.42 | 7: iteration 60250/ 60336 | consumed samples: 15424000 | consumed tokens: 31588352000 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-05 | global batch size: 256 | lm loss: 3.047088E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.990 | TFLOPs: 32.39 | 7: iteration 60260/ 60336 | consumed samples: 15426560 | consumed tokens: 31593594880 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-05 | global batch size: 256 | lm loss: 3.048801E+00 | grad norm: 0.248 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.150 | TFLOPs: 32.40 | 7: iteration 60270/ 60336 | consumed samples: 15429120 | consumed tokens: 31598837760 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-05 | global batch size: 256 | lm loss: 3.048359E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.111 | TFLOPs: 32.40 | 7: iteration 60280/ 60336 | consumed samples: 15431680 | consumed tokens: 31604080640 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-05 | global batch size: 256 | lm loss: 3.051822E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.646 | TFLOPs: 32.24 | 7: iteration 60290/ 60336 | consumed samples: 15434240 | consumed tokens: 31609323520 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-05 | global batch size: 256 | lm loss: 3.066162E+00 | grad norm: 0.244 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.123 | TFLOPs: 32.40 | 7: iteration 60300/ 60336 | consumed samples: 15436800 | consumed tokens: 31614566400 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-05 | global batch size: 256 | lm loss: 3.062682E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.281 | TFLOPs: 32.41 | 7: iteration 60310/ 60336 | consumed samples: 15439360 | consumed tokens: 31619809280 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-05 | global batch size: 256 | lm loss: 3.062848E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.203 | TFLOPs: 32.40 | 7: iteration 60320/ 60336 | consumed samples: 15441920 | consumed tokens: 31625052160 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-05 | global batch size: 256 | lm loss: 3.054572E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.721 | TFLOPs: 32.38 | 7: iteration 60330/ 60336 | consumed samples: 15444480 | consumed tokens: 31630295040 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-05 | global batch size: 256 | lm loss: 3.044763E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.061 | TFLOPs: 32.40 | 0: [after training is done] datetime: 2023-03-16 16:15:22 0: saving checkpoint at iteration 60336 to checkpoints_146m32b100m 7: ----------------------------------------------------------------------------------------------------------------- 7: validation loss at the end of training for val data | lm loss value: 3.799683E+00 | lm loss PPL: 4.468702E+01 | 7: ----------------------------------------------------------------------------------------------------------------- 0: [2023-03-16 16:15:22,336] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step60336 is begin to save! 0: [2023-03-16 16:15:22,371] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100m/global_step60336/layer_01-model_00-model_states.pt... 0: [2023-03-16 16:15:22,520] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step60336/layer_01-model_00-model_states.pt. 0: [2023-03-16 16:15:22,520] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100m/global_step60336/layer_03-model_00-model_states.pt... 0: [2023-03-16 16:15:22,536] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step60336/layer_03-model_00-model_states.pt. 0: [2023-03-16 16:15:22,536] [INFO] 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[engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step60336/bf16_zero_pp_rank_39_mp_rank_00_optim_states.pt 4: [2023-03-16 16:15:22,815] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step60336 is ready now! 3: [2023-03-16 16:15:22,815] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step60336/bf16_zero_pp_rank_24_mp_rank_00_optim_states.pt. 3: [2023-03-16 16:15:22,815] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step60336/bf16_zero_pp_rank_24_mp_rank_00_optim_states.pt 3: [2023-03-16 16:15:22,815] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step60336 is ready now! 1: [2023-03-16 16:15:22,816] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step60336/bf16_zero_pp_rank_13_mp_rank_00_optim_states.pt. 1: [2023-03-16 16:15:22,817] [INFO] 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[2023-03-16 16:15:22,825] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step60336 is ready now! 5: [2023-03-16 16:15:22,829] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step60336/bf16_zero_pp_rank_40_mp_rank_00_optim_states.pt. 5: [2023-03-16 16:15:22,829] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step60336/bf16_zero_pp_rank_47_mp_rank_00_optim_states.pt 5: [2023-03-16 16:15:22,829] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step60336/bf16_zero_pp_rank_45_mp_rank_00_optim_states.pt 5: [2023-03-16 16:15:22,829] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step60336/bf16_zero_pp_rank_44_mp_rank_00_optim_states.pt. 1: [2023-03-16 16:15:22,829] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step60336/bf16_zero_pp_rank_12_mp_rank_00_optim_states.pt. 5: [2023-03-16 16:15:22,829] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step60336/bf16_zero_pp_rank_42_mp_rank_00_optim_states.pt 5: [2023-03-16 16:15:22,829] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step60336/bf16_zero_pp_rank_46_mp_rank_00_optim_states.pt 1: [2023-03-16 16:15:22,829] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step60336/bf16_zero_pp_rank_12_mp_rank_00_optim_states.pt 5: [2023-03-16 16:15:22,829] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step60336 is ready now! 5: [2023-03-16 16:15:22,829] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step60336 is ready now! 1: [2023-03-16 16:15:22,829] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step60336 is ready now! 5: [2023-03-16 16:15:22,829] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step60336 is ready now! 5: [2023-03-16 16:15:22,829] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step60336 is ready now! 5: [2023-03-16 16:15:22,829] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step60336/bf16_zero_pp_rank_40_mp_rank_00_optim_states.pt 5: [2023-03-16 16:15:22,829] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step60336/bf16_zero_pp_rank_44_mp_rank_00_optim_states.pt 5: [2023-03-16 16:15:22,829] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step60336 is ready now! 5: [2023-03-16 16:15:22,829] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step60336 is ready now! 5: [2023-03-16 16:15:22,841] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step60336/bf16_zero_pp_rank_43_mp_rank_00_optim_states.pt. 5: [2023-03-16 16:15:22,841] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step60336/bf16_zero_pp_rank_43_mp_rank_00_optim_states.pt 5: [2023-03-16 16:15:22,841] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step60336 is ready now! 5: [2023-03-16 16:15:22,842] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100m/global_step60336/bf16_zero_pp_rank_41_mp_rank_00_optim_states.pt. 5: [2023-03-16 16:15:22,842] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step60336/bf16_zero_pp_rank_41_mp_rank_00_optim_states.pt 5: [2023-03-16 16:15:22,842] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step60336 is ready now! 0: [2023-03-16 16:15:22,845] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100m/global_step60336/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt 0: [2023-03-16 16:15:22,845] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step60336 is ready now! 0: successfully saved checkpoint at iteration 60336 to checkpoints_146m32b100m END 3319436: Thu 16 Mar 2023 04:15:45 PM EET