{ "best_metric": 0.5389333333333334, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_vit-mae-base/model_idx_0409/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": Infinity, "learning_rate": 0.0002501501501501501, "loss": 3.3441, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.20853333333333332, "eval_loss": 2.9543039798736572, "eval_runtime": 7.1619, "eval_samples_per_second": 523.605, "eval_steps_per_second": 8.238, "step": 333 }, { "epoch": 2.0, "grad_norm": Infinity, "learning_rate": 0.0002003003003003003, "loss": 2.7439, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.3274666666666667, "eval_loss": 2.432499408721924, "eval_runtime": 6.8934, "eval_samples_per_second": 544.0, "eval_steps_per_second": 8.559, "step": 666 }, { "epoch": 3.0, "grad_norm": 13.8958740234375, "learning_rate": 0.00015030030030030027, "loss": 2.2635, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.4186666666666667, "eval_loss": 2.1239516735076904, "eval_runtime": 7.319, "eval_samples_per_second": 512.368, "eval_steps_per_second": 8.061, "step": 999 }, { "epoch": 4.0, "grad_norm": 17.83454132080078, "learning_rate": 0.00010030030030030029, "loss": 1.8427, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.4650666666666667, "eval_loss": 1.9008320569992065, "eval_runtime": 6.7063, "eval_samples_per_second": 559.177, "eval_steps_per_second": 8.798, "step": 1332 }, { "epoch": 5.0, "grad_norm": Infinity, "learning_rate": 5.045045045045045e-05, "loss": 1.4221, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.5117333333333334, "eval_loss": 1.7411959171295166, "eval_runtime": 6.9941, "eval_samples_per_second": 536.166, "eval_steps_per_second": 8.436, "step": 1665 }, { "epoch": 6.0, "grad_norm": 15.788495063781738, "learning_rate": 4.5045045045045043e-07, "loss": 1.0103, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.5389333333333334, "eval_loss": 1.6116161346435547, "eval_runtime": 6.8914, "eval_samples_per_second": 544.154, "eval_steps_per_second": 8.561, "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 }