{ "best_metric": 0.8845333333333333, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0136/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": 5.7392659187316895, "learning_rate": 0.0003, "loss": 0.642, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.8773333333333333, "eval_loss": 0.43878763914108276, "eval_runtime": 8.0471, "eval_samples_per_second": 466.006, "eval_steps_per_second": 7.332, "step": 333 }, { "epoch": 2.0, "grad_norm": 1.9544999599456787, "learning_rate": 0.0003, "loss": 0.32, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8733333333333333, "eval_loss": 0.4326174557209015, "eval_runtime": 7.3546, "eval_samples_per_second": 509.888, "eval_steps_per_second": 8.022, "step": 666 }, { "epoch": 3.0, "grad_norm": 3.0157015323638916, "learning_rate": 0.0003, "loss": 0.2359, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8688, "eval_loss": 0.5097691416740417, "eval_runtime": 7.5251, "eval_samples_per_second": 498.334, "eval_steps_per_second": 7.84, "step": 999 }, { "epoch": 4.0, "grad_norm": 0.016306068748235703, "learning_rate": 0.0003, "loss": 0.1945, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8594666666666667, "eval_loss": 0.537071704864502, "eval_runtime": 7.6555, "eval_samples_per_second": 489.844, "eval_steps_per_second": 7.707, "step": 1332 }, { "epoch": 5.0, "grad_norm": 6.127804279327393, "learning_rate": 0.0003, "loss": 0.1677, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.8845333333333333, "eval_loss": 0.45488759875297546, "eval_runtime": 7.0425, "eval_samples_per_second": 532.482, "eval_steps_per_second": 8.378, "step": 1665 } ], "logging_steps": 500, "max_steps": 2331, "num_input_tokens_seen": 0, "num_train_epochs": 7, "save_steps": 500, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": false }, "attributes": {} } }, "total_flos": 8.2370660311296e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }