| { | |
| "best_metric": 0.33866666666666667, | |
| "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0208/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": 15.846410751342773, | |
| "learning_rate": 0.00045280733623674006, | |
| "loss": 3.433, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.18106666666666665, | |
| "eval_loss": 3.0566837787628174, | |
| "eval_runtime": 7.0132, | |
| "eval_samples_per_second": 534.703, | |
| "eval_steps_per_second": 8.413, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 21.57581329345703, | |
| "learning_rate": 0.0003281509432839476, | |
| "loss": 2.9308, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.24186666666666667, | |
| "eval_loss": 2.8656160831451416, | |
| "eval_runtime": 6.9361, | |
| "eval_samples_per_second": 540.649, | |
| "eval_steps_per_second": 8.506, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 22.197689056396484, | |
| "learning_rate": 0.0001736435462495525, | |
| "loss": 2.6845, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.284, | |
| "eval_loss": 2.6104183197021484, | |
| "eval_runtime": 7.151, | |
| "eval_samples_per_second": 524.402, | |
| "eval_steps_per_second": 8.251, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 22.49991226196289, | |
| "learning_rate": 4.8301719287419e-05, | |
| "loss": 2.4281, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.3197333333333333, | |
| "eval_loss": 2.4540679454803467, | |
| "eval_runtime": 6.8708, | |
| "eval_samples_per_second": 545.788, | |
| "eval_steps_per_second": 8.587, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "grad_norm": 33.99885940551758, | |
| "learning_rate": 1.7800850740101736e-09, | |
| "loss": 2.2011, | |
| "step": 1665 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_accuracy": 0.33866666666666667, | |
| "eval_loss": 2.415955066680908, | |
| "eval_runtime": 6.838, | |
| "eval_samples_per_second": 548.406, | |
| "eval_steps_per_second": 8.628, | |
| "step": 1665 | |
| } | |
| ], | |
| "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": true | |
| }, | |
| "attributes": {} | |
| } | |
| }, | |
| "total_flos": 8.2370660311296e+18, | |
| "train_batch_size": 64, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |