| { | |
| "best_metric": 0.908, | |
| "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0867/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": 29.1611385345459, | |
| "learning_rate": 3e-05, | |
| "loss": 0.7312, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.8984, | |
| "eval_loss": 0.34711703658103943, | |
| "eval_runtime": 11.7425, | |
| "eval_samples_per_second": 319.353, | |
| "eval_steps_per_second": 5.024, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 0.01731468178331852, | |
| "learning_rate": 3e-05, | |
| "loss": 0.1511, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.8976, | |
| "eval_loss": 0.3530887961387634, | |
| "eval_runtime": 12.1976, | |
| "eval_samples_per_second": 307.438, | |
| "eval_steps_per_second": 4.837, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 0.8066881895065308, | |
| "learning_rate": 3e-05, | |
| "loss": 0.0638, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.9061333333333333, | |
| "eval_loss": 0.37214744091033936, | |
| "eval_runtime": 11.6686, | |
| "eval_samples_per_second": 321.374, | |
| "eval_steps_per_second": 5.056, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 0.0074013457633554935, | |
| "learning_rate": 3e-05, | |
| "loss": 0.0388, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.908, | |
| "eval_loss": 0.37782973051071167, | |
| "eval_runtime": 11.9765, | |
| "eval_samples_per_second": 313.112, | |
| "eval_steps_per_second": 4.926, | |
| "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 | |
| } | |