| { | |
| "best_metric": 0.8778666666666667, | |
| "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0299/checkpoints/checkpoint-1665", | |
| "epoch": 5.0, | |
| "eval_steps": 500, | |
| "global_step": 1665, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 1.0, | |
| "grad_norm": 2.945011615753174, | |
| "learning_rate": 0.0003, | |
| "loss": 0.6359, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.8589333333333333, | |
| "eval_loss": 0.47123482823371887, | |
| "eval_runtime": 14.0841, | |
| "eval_samples_per_second": 266.257, | |
| "eval_steps_per_second": 4.189, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 4.14942741394043, | |
| "learning_rate": 0.0003, | |
| "loss": 0.2852, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.8701333333333333, | |
| "eval_loss": 0.46790507435798645, | |
| "eval_runtime": 12.4218, | |
| "eval_samples_per_second": 301.889, | |
| "eval_steps_per_second": 4.75, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 0.1010667085647583, | |
| "learning_rate": 0.0003, | |
| "loss": 0.2088, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.8536, | |
| "eval_loss": 0.5394289493560791, | |
| "eval_runtime": 13.3982, | |
| "eval_samples_per_second": 279.889, | |
| "eval_steps_per_second": 4.404, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 0.15667101740837097, | |
| "learning_rate": 0.0003, | |
| "loss": 0.1698, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.856, | |
| "eval_loss": 0.558215320110321, | |
| "eval_runtime": 12.525, | |
| "eval_samples_per_second": 299.402, | |
| "eval_steps_per_second": 4.711, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "grad_norm": 0.0057985372841358185, | |
| "learning_rate": 0.0003, | |
| "loss": 0.1346, | |
| "step": 1665 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_accuracy": 0.8778666666666667, | |
| "eval_loss": 0.4695526957511902, | |
| "eval_runtime": 12.086, | |
| "eval_samples_per_second": 310.275, | |
| "eval_steps_per_second": 4.882, | |
| "step": 1665 | |
| } | |
| ], | |
| "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": false | |
| }, | |
| "attributes": {} | |
| } | |
| }, | |
| "total_flos": 8.2370660311296e+18, | |
| "train_batch_size": 64, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |