| { | |
| "best_metric": 0.33253333333333335, | |
| "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0551/checkpoints/checkpoint-1998", | |
| "epoch": 6.0, | |
| "eval_steps": 500, | |
| "global_step": 1998, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 1.0, | |
| "grad_norm": 20.449790954589844, | |
| "learning_rate": 0.0005, | |
| "loss": 3.3334, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.18453333333333333, | |
| "eval_loss": 3.0157644748687744, | |
| "eval_runtime": 11.8275, | |
| "eval_samples_per_second": 317.057, | |
| "eval_steps_per_second": 4.988, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 30.54886245727539, | |
| "learning_rate": 0.0005, | |
| "loss": 2.8391, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.2376, | |
| "eval_loss": 2.803072929382324, | |
| "eval_runtime": 11.9678, | |
| "eval_samples_per_second": 313.341, | |
| "eval_steps_per_second": 4.93, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 22.710927963256836, | |
| "learning_rate": 0.0005, | |
| "loss": 2.6573, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.2749333333333333, | |
| "eval_loss": 2.660177707672119, | |
| "eval_runtime": 11.9971, | |
| "eval_samples_per_second": 312.575, | |
| "eval_steps_per_second": 4.918, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 20.152997970581055, | |
| "learning_rate": 0.0005, | |
| "loss": 2.5295, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.2949333333333333, | |
| "eval_loss": 2.5860583782196045, | |
| "eval_runtime": 10.9924, | |
| "eval_samples_per_second": 341.144, | |
| "eval_steps_per_second": 5.367, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "grad_norm": 11.452864646911621, | |
| "learning_rate": 0.0005, | |
| "loss": 2.4211, | |
| "step": 1665 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_accuracy": 0.3152, | |
| "eval_loss": 2.489528179168701, | |
| "eval_runtime": 11.2148, | |
| "eval_samples_per_second": 334.381, | |
| "eval_steps_per_second": 5.261, | |
| "step": 1665 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "grad_norm": 14.879910469055176, | |
| "learning_rate": 0.0005, | |
| "loss": 2.3084, | |
| "step": 1998 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "eval_accuracy": 0.33253333333333335, | |
| "eval_loss": 2.385502815246582, | |
| "eval_runtime": 11.2908, | |
| "eval_samples_per_second": 332.129, | |
| "eval_steps_per_second": 5.225, | |
| "step": 1998 | |
| } | |
| ], | |
| "logging_steps": 500, | |
| "max_steps": 1998, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 6, | |
| "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": 9.88447923735552e+18, | |
| "train_batch_size": 64, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |