| { | |
| "best_metric": 0.9365333333333333, | |
| "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0756/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": 19.1375675201416, | |
| "learning_rate": 8.006006006006006e-05, | |
| "loss": 0.7685, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.8752, | |
| "eval_loss": 0.41211843490600586, | |
| "eval_runtime": 11.9969, | |
| "eval_samples_per_second": 312.581, | |
| "eval_steps_per_second": 4.918, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 45.84107208251953, | |
| "learning_rate": 7.006006006006006e-05, | |
| "loss": 0.2391, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.8861333333333333, | |
| "eval_loss": 0.413800448179245, | |
| "eval_runtime": 12.1081, | |
| "eval_samples_per_second": 309.709, | |
| "eval_steps_per_second": 4.873, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 5.77489709854126, | |
| "learning_rate": 6.006006006006006e-05, | |
| "loss": 0.1214, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.8986666666666666, | |
| "eval_loss": 0.38332024216651917, | |
| "eval_runtime": 10.9775, | |
| "eval_samples_per_second": 341.608, | |
| "eval_steps_per_second": 5.375, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 0.00907878577709198, | |
| "learning_rate": 5.0060060060060066e-05, | |
| "loss": 0.0688, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.9032, | |
| "eval_loss": 0.36377084255218506, | |
| "eval_runtime": 12.3647, | |
| "eval_samples_per_second": 303.283, | |
| "eval_steps_per_second": 4.772, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "grad_norm": 0.0002547889016568661, | |
| "learning_rate": 4.006006006006007e-05, | |
| "loss": 0.038, | |
| "step": 1665 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_accuracy": 0.9085333333333333, | |
| "eval_loss": 0.4099878966808319, | |
| "eval_runtime": 12.4053, | |
| "eval_samples_per_second": 302.291, | |
| "eval_steps_per_second": 4.756, | |
| "step": 1665 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "grad_norm": 0.5097998380661011, | |
| "learning_rate": 3.0060060060060065e-05, | |
| "loss": 0.0145, | |
| "step": 1998 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "eval_accuracy": 0.9170666666666667, | |
| "eval_loss": 0.3534680902957916, | |
| "eval_runtime": 12.4811, | |
| "eval_samples_per_second": 300.453, | |
| "eval_steps_per_second": 4.727, | |
| "step": 1998 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "grad_norm": 0.00016609852900728583, | |
| "learning_rate": 2.0060060060060062e-05, | |
| "loss": 0.0033, | |
| "step": 2331 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "eval_accuracy": 0.9288, | |
| "eval_loss": 0.3495325744152069, | |
| "eval_runtime": 11.9931, | |
| "eval_samples_per_second": 312.681, | |
| "eval_steps_per_second": 4.92, | |
| "step": 2331 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "grad_norm": 0.0003556159499567002, | |
| "learning_rate": 1.0060060060060061e-05, | |
| "loss": 0.0005, | |
| "step": 2664 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "eval_accuracy": 0.9362666666666667, | |
| "eval_loss": 0.31445884704589844, | |
| "eval_runtime": 11.8888, | |
| "eval_samples_per_second": 315.424, | |
| "eval_steps_per_second": 4.963, | |
| "step": 2664 | |
| }, | |
| { | |
| "epoch": 9.0, | |
| "grad_norm": 0.0025154200848191977, | |
| "learning_rate": 6.006006006006006e-08, | |
| "loss": 0.0003, | |
| "step": 2997 | |
| }, | |
| { | |
| "epoch": 9.0, | |
| "eval_accuracy": 0.9365333333333333, | |
| "eval_loss": 0.3113086521625519, | |
| "eval_runtime": 12.2131, | |
| "eval_samples_per_second": 307.047, | |
| "eval_steps_per_second": 4.831, | |
| "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 | |
| } | |