| { | |
| "best_metric": 0.9154666666666667, | |
| "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0762/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": 12.16207504272461, | |
| "learning_rate": 6.763513513513514e-05, | |
| "loss": 0.8807, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.8504, | |
| "eval_loss": 0.5172797441482544, | |
| "eval_runtime": 12.4915, | |
| "eval_samples_per_second": 300.205, | |
| "eval_steps_per_second": 4.723, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 0.01407040748745203, | |
| "learning_rate": 4.513513513513514e-05, | |
| "loss": 0.2427, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.8741333333333333, | |
| "eval_loss": 0.4278140664100647, | |
| "eval_runtime": 12.5111, | |
| "eval_samples_per_second": 299.734, | |
| "eval_steps_per_second": 4.716, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 0.8282187581062317, | |
| "learning_rate": 2.2635135135135137e-05, | |
| "loss": 0.0766, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.9002666666666667, | |
| "eval_loss": 0.36833417415618896, | |
| "eval_runtime": 12.872, | |
| "eval_samples_per_second": 291.329, | |
| "eval_steps_per_second": 4.584, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 0.007742495276033878, | |
| "learning_rate": 1.3513513513513515e-07, | |
| "loss": 0.013, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.9154666666666667, | |
| "eval_loss": 0.32485640048980713, | |
| "eval_runtime": 12.5587, | |
| "eval_samples_per_second": 298.598, | |
| "eval_steps_per_second": 4.698, | |
| "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 | |
| } | |