| { | |
| "best_metric": 0.8949333333333334, | |
| "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0764/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": 0.8537843823432922, | |
| "learning_rate": 5e-05, | |
| "loss": 0.7477, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.8848, | |
| "eval_loss": 0.37651121616363525, | |
| "eval_runtime": 13.4543, | |
| "eval_samples_per_second": 278.722, | |
| "eval_steps_per_second": 4.385, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 0.6365828514099121, | |
| "learning_rate": 5e-05, | |
| "loss": 0.2387, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.88, | |
| "eval_loss": 0.40490958094596863, | |
| "eval_runtime": 13.4295, | |
| "eval_samples_per_second": 279.236, | |
| "eval_steps_per_second": 4.393, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 6.93060827255249, | |
| "learning_rate": 5e-05, | |
| "loss": 0.1344, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.884, | |
| "eval_loss": 0.41460543870925903, | |
| "eval_runtime": 13.33, | |
| "eval_samples_per_second": 281.321, | |
| "eval_steps_per_second": 4.426, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 8.041670799255371, | |
| "learning_rate": 5e-05, | |
| "loss": 0.1017, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.8845333333333333, | |
| "eval_loss": 0.4395456314086914, | |
| "eval_runtime": 13.3569, | |
| "eval_samples_per_second": 280.753, | |
| "eval_steps_per_second": 4.417, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "grad_norm": 7.87345552444458, | |
| "learning_rate": 5e-05, | |
| "loss": 0.0791, | |
| "step": 1665 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_accuracy": 0.8949333333333334, | |
| "eval_loss": 0.4027794599533081, | |
| "eval_runtime": 13.579, | |
| "eval_samples_per_second": 276.162, | |
| "eval_steps_per_second": 4.345, | |
| "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 | |
| } | |