{ "best_metric": 0.045289285480976105, "best_model_checkpoint": "./vit-base-beans-demo-v5/checkpoint-200", "epoch": 4.0, "eval_steps": 100, "global_step": 260, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.15384615384615385, "grad_norm": 1.3005889654159546, "learning_rate": 0.00019230769230769233, "loss": 0.8273, "step": 10 }, { "epoch": 0.3076923076923077, "grad_norm": 1.6120234727859497, "learning_rate": 0.00018461538461538463, "loss": 0.3158, "step": 20 }, { "epoch": 0.46153846153846156, "grad_norm": 3.364579916000366, "learning_rate": 0.00017692307692307693, "loss": 0.1878, "step": 30 }, { "epoch": 0.6153846153846154, "grad_norm": 0.9248621463775635, "learning_rate": 0.00016923076923076923, "loss": 0.1993, "step": 40 }, { "epoch": 0.7692307692307693, "grad_norm": 0.9253031611442566, "learning_rate": 0.00016153846153846155, "loss": 0.1792, "step": 50 }, { "epoch": 0.9230769230769231, "grad_norm": 2.9216034412384033, "learning_rate": 0.00015384615384615385, "loss": 0.2601, "step": 60 }, { "epoch": 1.0769230769230769, "grad_norm": 0.7130853533744812, "learning_rate": 0.00014615384615384615, "loss": 0.2204, "step": 70 }, { "epoch": 1.2307692307692308, "grad_norm": 0.3435571491718292, "learning_rate": 0.00013846153846153847, "loss": 0.0978, "step": 80 }, { "epoch": 1.3846153846153846, "grad_norm": 0.5589646100997925, "learning_rate": 0.00013076923076923077, "loss": 0.1044, "step": 90 }, { "epoch": 1.5384615384615383, "grad_norm": 0.12235202640295029, "learning_rate": 0.0001230769230769231, "loss": 0.0573, "step": 100 }, { "epoch": 1.5384615384615383, "eval_accuracy": 0.9924812030075187, "eval_loss": 0.05181942135095596, "eval_runtime": 1.8339, "eval_samples_per_second": 72.522, "eval_steps_per_second": 9.27, "step": 100 }, { "epoch": 1.6923076923076923, "grad_norm": 1.0851041078567505, "learning_rate": 0.00011538461538461538, "loss": 0.0457, "step": 110 }, { "epoch": 1.8461538461538463, "grad_norm": 1.3997029066085815, "learning_rate": 0.0001076923076923077, "loss": 0.0794, "step": 120 }, { "epoch": 2.0, "grad_norm": 0.10364062339067459, "learning_rate": 0.0001, "loss": 0.0565, "step": 130 }, { "epoch": 2.1538461538461537, "grad_norm": 4.5433855056762695, "learning_rate": 9.230769230769232e-05, "loss": 0.0756, "step": 140 }, { "epoch": 2.3076923076923075, "grad_norm": 1.4649441242218018, "learning_rate": 8.461538461538461e-05, "loss": 0.0738, "step": 150 }, { "epoch": 2.4615384615384617, "grad_norm": 0.42457565665245056, "learning_rate": 7.692307692307693e-05, "loss": 0.0196, "step": 160 }, { "epoch": 2.6153846153846154, "grad_norm": 0.23078908026218414, "learning_rate": 6.923076923076924e-05, "loss": 0.0146, "step": 170 }, { "epoch": 2.769230769230769, "grad_norm": 2.5094916820526123, "learning_rate": 6.153846153846155e-05, "loss": 0.0417, "step": 180 }, { "epoch": 2.9230769230769234, "grad_norm": 0.06619451940059662, "learning_rate": 5.384615384615385e-05, "loss": 0.0334, "step": 190 }, { "epoch": 3.076923076923077, "grad_norm": 0.062100838869810104, "learning_rate": 4.615384615384616e-05, "loss": 0.0122, "step": 200 }, { "epoch": 3.076923076923077, "eval_accuracy": 0.9924812030075187, "eval_loss": 0.045289285480976105, "eval_runtime": 2.6212, "eval_samples_per_second": 50.74, "eval_steps_per_second": 6.486, "step": 200 }, { "epoch": 3.230769230769231, "grad_norm": 0.06120683252811432, "learning_rate": 3.846153846153846e-05, "loss": 0.0125, "step": 210 }, { "epoch": 3.3846153846153846, "grad_norm": 0.06342925131320953, "learning_rate": 3.0769230769230774e-05, "loss": 0.0116, "step": 220 }, { "epoch": 3.5384615384615383, "grad_norm": 0.06138905882835388, "learning_rate": 2.307692307692308e-05, "loss": 0.0109, "step": 230 }, { "epoch": 3.6923076923076925, "grad_norm": 0.05651098117232323, "learning_rate": 1.5384615384615387e-05, "loss": 0.0106, "step": 240 }, { "epoch": 3.8461538461538463, "grad_norm": 0.0597892589867115, "learning_rate": 7.692307692307694e-06, "loss": 0.0105, "step": 250 }, { "epoch": 4.0, "grad_norm": 0.051263097673654556, "learning_rate": 0.0, "loss": 0.0106, "step": 260 }, { "epoch": 4.0, "step": 260, "total_flos": 3.205097416476426e+17, "train_loss": 0.11417198760005144, "train_runtime": 120.8248, "train_samples_per_second": 34.231, "train_steps_per_second": 2.152 } ], "logging_steps": 10, "max_steps": 260, "num_input_tokens_seen": 0, "num_train_epochs": 4, "save_steps": 100, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": true }, "attributes": {} } }, "total_flos": 3.205097416476426e+17, "train_batch_size": 16, "trial_name": null, "trial_params": null }