| { | |
| "best_metric": 0.9072, | |
| "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0340/checkpoints/checkpoint-1998", | |
| "epoch": 6.0, | |
| "eval_steps": 500, | |
| "global_step": 1998, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 1.0, | |
| "grad_norm": 12.467190742492676, | |
| "learning_rate": 8.404170694504206e-05, | |
| "loss": 0.9258, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.8013333333333333, | |
| "eval_loss": 0.6433719992637634, | |
| "eval_runtime": 6.5841, | |
| "eval_samples_per_second": 569.554, | |
| "eval_steps_per_second": 8.961, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 0.7116051912307739, | |
| "learning_rate": 6.762244255374248e-05, | |
| "loss": 0.351, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.8458666666666667, | |
| "eval_loss": 0.5481381416320801, | |
| "eval_runtime": 9.8916, | |
| "eval_samples_per_second": 379.108, | |
| "eval_steps_per_second": 5.965, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 8.932256698608398, | |
| "learning_rate": 4.5141512949348145e-05, | |
| "loss": 0.1581, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.8690666666666667, | |
| "eval_loss": 0.47467848658561707, | |
| "eval_runtime": 6.5307, | |
| "eval_samples_per_second": 574.214, | |
| "eval_steps_per_second": 9.034, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 0.6941157579421997, | |
| "learning_rate": 2.262266506445742e-05, | |
| "loss": 0.067, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.8877333333333334, | |
| "eval_loss": 0.4281049370765686, | |
| "eval_runtime": 6.3184, | |
| "eval_samples_per_second": 593.508, | |
| "eval_steps_per_second": 9.338, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "grad_norm": 0.5879997611045837, | |
| "learning_rate": 6.099806004306081e-06, | |
| "loss": 0.0199, | |
| "step": 1665 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_accuracy": 0.9024, | |
| "eval_loss": 0.38970598578453064, | |
| "eval_runtime": 6.3094, | |
| "eval_samples_per_second": 594.353, | |
| "eval_steps_per_second": 9.351, | |
| "step": 1665 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "grad_norm": 0.003407406620681286, | |
| "learning_rate": 2.2251071493339937e-10, | |
| "loss": 0.0058, | |
| "step": 1998 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "eval_accuracy": 0.9072, | |
| "eval_loss": 0.37460559606552124, | |
| "eval_runtime": 6.8546, | |
| "eval_samples_per_second": 547.077, | |
| "eval_steps_per_second": 8.607, | |
| "step": 1998 | |
| } | |
| ], | |
| "logging_steps": 500, | |
| "max_steps": 1998, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 6, | |
| "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": 9.88447923735552e+18, | |
| "train_batch_size": 64, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |