| { | |
| "best_metric": 0.912, | |
| "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0980/checkpoints/checkpoint-1332", | |
| "epoch": 4.0, | |
| "eval_steps": 500, | |
| "global_step": 1332, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 1.0, | |
| "grad_norm": 27.639883041381836, | |
| "learning_rate": 6.763513513513514e-05, | |
| "loss": 0.917, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.844, | |
| "eval_loss": 0.5193850994110107, | |
| "eval_runtime": 14.0356, | |
| "eval_samples_per_second": 267.177, | |
| "eval_steps_per_second": 4.204, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 18.025836944580078, | |
| "learning_rate": 4.513513513513514e-05, | |
| "loss": 0.2899, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.8498666666666667, | |
| "eval_loss": 0.5045678019523621, | |
| "eval_runtime": 13.3513, | |
| "eval_samples_per_second": 280.871, | |
| "eval_steps_per_second": 4.419, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 0.20785728096961975, | |
| "learning_rate": 2.2635135135135137e-05, | |
| "loss": 0.1131, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.8896, | |
| "eval_loss": 0.38760796189308167, | |
| "eval_runtime": 13.1872, | |
| "eval_samples_per_second": 284.367, | |
| "eval_steps_per_second": 4.474, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 0.11470445245504379, | |
| "learning_rate": 1.3513513513513515e-07, | |
| "loss": 0.0314, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.912, | |
| "eval_loss": 0.33651629090309143, | |
| "eval_runtime": 13.6023, | |
| "eval_samples_per_second": 275.688, | |
| "eval_steps_per_second": 4.337, | |
| "step": 1332 | |
| } | |
| ], | |
| "logging_steps": 500, | |
| "max_steps": 1332, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 4, | |
| "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": 6.58965282490368e+18, | |
| "train_batch_size": 64, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |