| { | |
| "best_metric": 0.01428612694144249, | |
| "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": 1.690329670906067, | |
| "learning_rate": 0.00019230769230769233, | |
| "loss": 0.86, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 0.3076923076923077, | |
| "grad_norm": 3.2744600772857666, | |
| "learning_rate": 0.00018461538461538463, | |
| "loss": 0.3321, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 0.46153846153846156, | |
| "grad_norm": 1.1044212579727173, | |
| "learning_rate": 0.00017692307692307693, | |
| "loss": 0.1878, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 0.6153846153846154, | |
| "grad_norm": 0.6217836141586304, | |
| "learning_rate": 0.00016923076923076923, | |
| "loss": 0.1771, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 0.7692307692307693, | |
| "grad_norm": 1.3753783702850342, | |
| "learning_rate": 0.00016153846153846155, | |
| "loss": 0.1713, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 0.9230769230769231, | |
| "grad_norm": 6.028824329376221, | |
| "learning_rate": 0.00015384615384615385, | |
| "loss": 0.3572, | |
| "step": 60 | |
| }, | |
| { | |
| "epoch": 1.0769230769230769, | |
| "grad_norm": 1.7344399690628052, | |
| "learning_rate": 0.00014615384615384615, | |
| "loss": 0.1494, | |
| "step": 70 | |
| }, | |
| { | |
| "epoch": 1.2307692307692308, | |
| "grad_norm": 0.15125687420368195, | |
| "learning_rate": 0.00013846153846153847, | |
| "loss": 0.103, | |
| "step": 80 | |
| }, | |
| { | |
| "epoch": 1.3846153846153846, | |
| "grad_norm": 0.18919619917869568, | |
| "learning_rate": 0.00013076923076923077, | |
| "loss": 0.0585, | |
| "step": 90 | |
| }, | |
| { | |
| "epoch": 1.5384615384615383, | |
| "grad_norm": 0.7425695061683655, | |
| "learning_rate": 0.0001230769230769231, | |
| "loss": 0.0965, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 1.5384615384615383, | |
| "eval_accuracy": 0.9774436090225563, | |
| "eval_loss": 0.08969047665596008, | |
| "eval_runtime": 2.6147, | |
| "eval_samples_per_second": 50.867, | |
| "eval_steps_per_second": 6.502, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 1.6923076923076923, | |
| "grad_norm": 0.3135984539985657, | |
| "learning_rate": 0.00011538461538461538, | |
| "loss": 0.1042, | |
| "step": 110 | |
| }, | |
| { | |
| "epoch": 1.8461538461538463, | |
| "grad_norm": 0.09811767935752869, | |
| "learning_rate": 0.0001076923076923077, | |
| "loss": 0.0379, | |
| "step": 120 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 0.3020174503326416, | |
| "learning_rate": 0.0001, | |
| "loss": 0.0711, | |
| "step": 130 | |
| }, | |
| { | |
| "epoch": 2.1538461538461537, | |
| "grad_norm": 0.0861172154545784, | |
| "learning_rate": 9.230769230769232e-05, | |
| "loss": 0.0203, | |
| "step": 140 | |
| }, | |
| { | |
| "epoch": 2.3076923076923075, | |
| "grad_norm": 2.5387868881225586, | |
| "learning_rate": 8.461538461538461e-05, | |
| "loss": 0.0436, | |
| "step": 150 | |
| }, | |
| { | |
| "epoch": 2.4615384615384617, | |
| "grad_norm": 2.0208182334899902, | |
| "learning_rate": 7.692307692307693e-05, | |
| "loss": 0.0755, | |
| "step": 160 | |
| }, | |
| { | |
| "epoch": 2.6153846153846154, | |
| "grad_norm": 0.07129581272602081, | |
| "learning_rate": 6.923076923076924e-05, | |
| "loss": 0.0179, | |
| "step": 170 | |
| }, | |
| { | |
| "epoch": 2.769230769230769, | |
| "grad_norm": 0.2694968283176422, | |
| "learning_rate": 6.153846153846155e-05, | |
| "loss": 0.0197, | |
| "step": 180 | |
| }, | |
| { | |
| "epoch": 2.9230769230769234, | |
| "grad_norm": 0.06667916476726532, | |
| "learning_rate": 5.384615384615385e-05, | |
| "loss": 0.0471, | |
| "step": 190 | |
| }, | |
| { | |
| "epoch": 3.076923076923077, | |
| "grad_norm": 0.06263082474470139, | |
| "learning_rate": 4.615384615384616e-05, | |
| "loss": 0.0159, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 3.076923076923077, | |
| "eval_accuracy": 1.0, | |
| "eval_loss": 0.01428612694144249, | |
| "eval_runtime": 2.3048, | |
| "eval_samples_per_second": 57.705, | |
| "eval_steps_per_second": 7.376, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 3.230769230769231, | |
| "grad_norm": 0.062446195632219315, | |
| "learning_rate": 3.846153846153846e-05, | |
| "loss": 0.0124, | |
| "step": 210 | |
| }, | |
| { | |
| "epoch": 3.3846153846153846, | |
| "grad_norm": 0.05707734078168869, | |
| "learning_rate": 3.0769230769230774e-05, | |
| "loss": 0.0113, | |
| "step": 220 | |
| }, | |
| { | |
| "epoch": 3.5384615384615383, | |
| "grad_norm": 0.06064826622605324, | |
| "learning_rate": 2.307692307692308e-05, | |
| "loss": 0.0338, | |
| "step": 230 | |
| }, | |
| { | |
| "epoch": 3.6923076923076925, | |
| "grad_norm": 0.05545338988304138, | |
| "learning_rate": 1.5384615384615387e-05, | |
| "loss": 0.0106, | |
| "step": 240 | |
| }, | |
| { | |
| "epoch": 3.8461538461538463, | |
| "grad_norm": 0.06174391508102417, | |
| "learning_rate": 7.692307692307694e-06, | |
| "loss": 0.0241, | |
| "step": 250 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 0.3382802903652191, | |
| "learning_rate": 0.0, | |
| "loss": 0.011, | |
| "step": 260 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "step": 260, | |
| "total_flos": 3.205097416476426e+17, | |
| "train_loss": 0.11728346955317717, | |
| "train_runtime": 109.5895, | |
| "train_samples_per_second": 37.741, | |
| "train_steps_per_second": 2.372 | |
| } | |
| ], | |
| "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": false | |
| }, | |
| "attributes": {} | |
| } | |
| }, | |
| "total_flos": 3.205097416476426e+17, | |
| "train_batch_size": 16, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |