{ "best_metric": 0.8496, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_vit-mae-base/model_idx_0134/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": Infinity, "learning_rate": 0.000271518691762945, "loss": 2.6267, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.5816, "eval_loss": 1.424379825592041, "eval_runtime": 7.5086, "eval_samples_per_second": 499.425, "eval_steps_per_second": 7.858, "step": 333 }, { "epoch": 2.0, "grad_norm": Infinity, "learning_rate": 0.00019689056597036855, "loss": 1.0483, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.7408, "eval_loss": 0.8359910249710083, "eval_runtime": 7.4712, "eval_samples_per_second": 501.924, "eval_steps_per_second": 7.897, "step": 666 }, { "epoch": 3.0, "grad_norm": 0.14490044116973877, "learning_rate": 0.0001041861277497315, "loss": 0.5497, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8069333333333333, "eval_loss": 0.6167252659797668, "eval_runtime": 7.4056, "eval_samples_per_second": 506.374, "eval_steps_per_second": 7.967, "step": 999 }, { "epoch": 4.0, "grad_norm": 37.52580642700195, "learning_rate": 2.8981031572451395e-05, "loss": 0.2569, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8381333333333333, "eval_loss": 0.5275623202323914, "eval_runtime": 7.6618, "eval_samples_per_second": 489.439, "eval_steps_per_second": 7.701, "step": 1332 }, { "epoch": 5.0, "grad_norm": 0.7115959525108337, "learning_rate": 1.068051044406104e-09, "loss": 0.1152, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.8496, "eval_loss": 0.4964962601661682, "eval_runtime": 7.448, "eval_samples_per_second": 503.49, "eval_steps_per_second": 7.922, "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 }