| { | |
| "best_metric": 0.9152, | |
| "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_vit-mae-base/model_idx_0530/checkpoints/checkpoint-2997", | |
| "epoch": 9.0, | |
| "eval_steps": 500, | |
| "global_step": 2997, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 1.0, | |
| "grad_norm": 3.4219272136688232, | |
| "learning_rate": 8e-05, | |
| "loss": 1.5561, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.8218666666666666, | |
| "eval_loss": 0.6303232908248901, | |
| "eval_runtime": 5.881, | |
| "eval_samples_per_second": 637.644, | |
| "eval_steps_per_second": 10.032, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 2.2703933715820312, | |
| "learning_rate": 7.000000000000001e-05, | |
| "loss": 0.4421, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.8749333333333333, | |
| "eval_loss": 0.4547632038593292, | |
| "eval_runtime": 5.8394, | |
| "eval_samples_per_second": 642.192, | |
| "eval_steps_per_second": 10.104, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 3.8319900035858154, | |
| "learning_rate": 6e-05, | |
| "loss": 0.2513, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.884, | |
| "eval_loss": 0.40294113755226135, | |
| "eval_runtime": 5.8796, | |
| "eval_samples_per_second": 637.8, | |
| "eval_steps_per_second": 10.035, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 2.6404378414154053, | |
| "learning_rate": 5e-05, | |
| "loss": 0.1444, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.8864, | |
| "eval_loss": 0.38875529170036316, | |
| "eval_runtime": 5.9224, | |
| "eval_samples_per_second": 633.193, | |
| "eval_steps_per_second": 9.962, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "grad_norm": 0.29155468940734863, | |
| "learning_rate": 4e-05, | |
| "loss": 0.085, | |
| "step": 1665 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_accuracy": 0.8997333333333334, | |
| "eval_loss": 0.3648848235607147, | |
| "eval_runtime": 5.9435, | |
| "eval_samples_per_second": 630.939, | |
| "eval_steps_per_second": 9.927, | |
| "step": 1665 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "grad_norm": 1.0344908237457275, | |
| "learning_rate": 3e-05, | |
| "loss": 0.0512, | |
| "step": 1998 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "eval_accuracy": 0.9064, | |
| "eval_loss": 0.3638738989830017, | |
| "eval_runtime": 6.2091, | |
| "eval_samples_per_second": 603.953, | |
| "eval_steps_per_second": 9.502, | |
| "step": 1998 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "grad_norm": 0.04689761623740196, | |
| "learning_rate": 2.0030030030030034e-05, | |
| "loss": 0.0222, | |
| "step": 2331 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "eval_accuracy": 0.9098666666666667, | |
| "eval_loss": 0.35528990626335144, | |
| "eval_runtime": 6.6158, | |
| "eval_samples_per_second": 566.827, | |
| "eval_steps_per_second": 8.918, | |
| "step": 2331 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "grad_norm": 0.07108143717050552, | |
| "learning_rate": 1.0030030030030031e-05, | |
| "loss": 0.0098, | |
| "step": 2664 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "eval_accuracy": 0.9136, | |
| "eval_loss": 0.3625781834125519, | |
| "eval_runtime": 6.0605, | |
| "eval_samples_per_second": 618.758, | |
| "eval_steps_per_second": 9.735, | |
| "step": 2664 | |
| }, | |
| { | |
| "epoch": 9.0, | |
| "grad_norm": 0.020532216876745224, | |
| "learning_rate": 3.003003003003003e-08, | |
| "loss": 0.006, | |
| "step": 2997 | |
| }, | |
| { | |
| "epoch": 9.0, | |
| "eval_accuracy": 0.9152, | |
| "eval_loss": 0.3386712372303009, | |
| "eval_runtime": 5.925, | |
| "eval_samples_per_second": 632.915, | |
| "eval_steps_per_second": 9.958, | |
| "step": 2997 | |
| } | |
| ], | |
| "logging_steps": 500, | |
| "max_steps": 2997, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 9, | |
| "save_steps": 500, | |
| "stateful_callbacks": { | |
| "TrainerControl": { | |
| "args": { | |
| "should_epoch_stop": false, | |
| "should_evaluate": false, | |
| "should_log": false, | |
| "should_save": true, | |
| "should_training_stop": true | |
| }, | |
| "attributes": {} | |
| } | |
| }, | |
| "total_flos": 1.482671885603328e+19, | |
| "train_batch_size": 64, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |