| { | |
| "best_metric": 0.9101333333333333, | |
| "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0020/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": 0.7536780834197998, | |
| "learning_rate": 8.150532052261322e-05, | |
| "loss": 0.8991, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.8016, | |
| "eval_loss": 0.6564602851867676, | |
| "eval_runtime": 10.9742, | |
| "eval_samples_per_second": 341.711, | |
| "eval_steps_per_second": 5.376, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 2.4794235229492188, | |
| "learning_rate": 5.9067169791110576e-05, | |
| "loss": 0.3239, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.8525333333333334, | |
| "eval_loss": 0.4664282500743866, | |
| "eval_runtime": 11.4026, | |
| "eval_samples_per_second": 328.872, | |
| "eval_steps_per_second": 5.174, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 0.12368353456258774, | |
| "learning_rate": 3.125583832491945e-05, | |
| "loss": 0.1409, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.8885333333333333, | |
| "eval_loss": 0.36002036929130554, | |
| "eval_runtime": 10.9039, | |
| "eval_samples_per_second": 343.914, | |
| "eval_steps_per_second": 5.411, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 0.4751932621002197, | |
| "learning_rate": 8.69430947173542e-06, | |
| "loss": 0.0428, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.9101333333333333, | |
| "eval_loss": 0.3156416416168213, | |
| "eval_runtime": 12.0833, | |
| "eval_samples_per_second": 310.346, | |
| "eval_steps_per_second": 4.883, | |
| "step": 1332 | |
| } | |
| ], | |
| "logging_steps": 500, | |
| "max_steps": 1665, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 5, | |
| "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": 6.58965282490368e+18, | |
| "train_batch_size": 64, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |