job_id
int64 13.4M
14.3M
| name
stringlengths 59
68
| nodes
float64 1
64
| seq_len
int64 4.1k
4.1k
| mbs
int64 1
256
| batch_accum
float64 1
256
| gbs
float64 16
16.8M
| mTFLOPs
float64 0.2
423
⌀ | hTFLOPs
float64 0.2
423
⌀ | tok/s/gpu
float64 2.95
40.1k
⌀ | AllReduce (GB/s)
float64 11.8
462
⌀ | AllGather (GB/s)
float64 5.83
265
⌀ | ReduceScatter (GB/s)
float64 5.87
265
⌀ | AR Intra-node (GB/s)
float64 44.9
462
⌀ | AG Intra-node (GB/s)
float64 40.8
265
⌀ | RS Intra-node (GB/s)
float64 41.2
265
⌀ | Mem Alloc (GB)
float64 0.36
64.6
⌀ | Mem Res (GB)
float64 0.83
77.4
⌀ | dp
int64 1
256
| pp
int64 1
128
| tp
int64 1
256
| pp_engine
stringclasses 1
value | tp_mode
stringclasses 1
value | tp_async_comm
bool 1
class | hidden_size
int64 2.05k
16.4k
| hidden_act
stringclasses 1
value | num_layers
int64 16
126
| num_heads
int64 32
128
| num_kv_heads
float64 8
128
⌀ | max_pos
float64 4.1k
4.1k
⌀ | vocab_size
int64 49.2k
131k
| tie_word_embeddings
bool 2
classes | dtype
stringclasses 1
value | zero_stage
int64 0
1
| ddp_bucket_cap_mb
float64 25
25
⌀ | accumulate_grad_in_fp32
bool 1
class | Total Params
stringclasses 12
values | Local Params
stringclasses 113
values | date
stringclasses 41
values | status
stringclasses 3
values | log_file
stringlengths 83
107
| oom_error
bool 2
classes | Total Params Numeric
float64 1.34
470
⌀ | num_params
float64 1.34
469
| mfu
float64 0.02
46.7
⌀ | after_pp_fix
bool 2
classes |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
13,442,182 | 3.57G_dp1_tp1_pp32_acc16_mbs16_seq4096_zero0_tpmodeRED_vocab131k | 4 | 4,096 | 16 | 16 | 1,048,576 | null | null | null | null | null | null | null | null | null | null | null | 1 | 32 | 1 | null | REDUCE_SCATTER | null | 3,072 | null | 28 | 32 | null | null | 131,072 | null | null | 0 | null | null | null | null | 2024-12-14 01:55:43 | Other | logs/13442182-bench_3.57G_dp1_tp1_pp32_acc16_mbs16_seq4096_zero0_tpmodeRED_vocab131k.out | false | null | 3.57 | null | false |
13,442,179 | 1.34G_dp1_tp1_pp32_acc4_mbs64_seq4096_zero0_tpmodeRED_vocab131k | 4 | 4,096 | 64 | 4 | 1,048,576 | null | null | null | null | null | null | null | null | null | null | null | 1 | 32 | 1 | null | REDUCE_SCATTER | null | 2,048 | null | 16 | 32 | null | null | 131,072 | null | null | 0 | null | null | null | null | 2024-12-14 01:55:43 | Other | logs/13442179-bench_1.34G_dp1_tp1_pp32_acc4_mbs64_seq4096_zero0_tpmodeRED_vocab131k.out | false | null | 1.34 | null | false |
13,442,178 | 1.34G_dp1_tp1_pp32_acc8_mbs32_seq4096_zero0_tpmodeRED_vocab131k | 4 | 4,096 | 32 | 8 | 1,048,576 | null | null | null | null | null | null | null | null | null | null | null | 1 | 32 | 1 | null | REDUCE_SCATTER | null | 2,048 | null | 16 | 32 | null | null | 131,072 | null | null | 0 | null | null | null | null | 2024-12-14 01:55:43 | Other | logs/13442178-bench_1.34G_dp1_tp1_pp32_acc8_mbs32_seq4096_zero0_tpmodeRED_vocab131k.out | false | null | 1.34 | null | false |
13,442,177 | 1.34G_dp1_tp1_pp32_acc16_mbs16_seq4096_zero0_tpmodeRED_vocab131k | 4 | 4,096 | 16 | 16 | 1,048,576 | null | null | null | null | null | null | null | null | null | null | null | 1 | 32 | 1 | null | REDUCE_SCATTER | null | 2,048 | null | 16 | 32 | null | null | 131,072 | null | null | 0 | null | null | null | null | 2024-12-14 01:55:43 | Other | logs/13442177-bench_1.34G_dp1_tp1_pp32_acc16_mbs16_seq4096_zero0_tpmodeRED_vocab131k.out | false | null | 1.34 | null | false |
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