{ "best_metric": 0.9496, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0567/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": 0.391593337059021, "learning_rate": 9.330127018922194e-05, "loss": 0.6071, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.9184, "eval_loss": 0.2801703214645386, "eval_runtime": 11.006, "eval_samples_per_second": 340.724, "eval_steps_per_second": 5.361, "step": 333 }, { "epoch": 2.0, "grad_norm": 0.01844128593802452, "learning_rate": 7.500000000000001e-05, "loss": 0.1246, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.9274666666666667, "eval_loss": 0.24184323847293854, "eval_runtime": 10.5796, "eval_samples_per_second": 354.455, "eval_steps_per_second": 5.577, "step": 666 }, { "epoch": 3.0, "grad_norm": 6.22901725769043, "learning_rate": 5e-05, "loss": 0.0407, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.9397333333333333, "eval_loss": 0.22854876518249512, "eval_runtime": 10.3058, "eval_samples_per_second": 363.874, "eval_steps_per_second": 5.725, "step": 999 }, { "epoch": 4.0, "grad_norm": 0.01756214164197445, "learning_rate": 2.500000000000001e-05, "loss": 0.0146, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.9426666666666667, "eval_loss": 0.22950071096420288, "eval_runtime": 10.3553, "eval_samples_per_second": 362.132, "eval_steps_per_second": 5.698, "step": 1332 }, { "epoch": 5.0, "grad_norm": 0.03717679902911186, "learning_rate": 6.698729810778065e-06, "loss": 0.0043, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.9496, "eval_loss": 0.22032542526721954, "eval_runtime": 10.3539, "eval_samples_per_second": 362.182, "eval_steps_per_second": 5.698, "step": 1665 } ], "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": false }, "attributes": {} } }, "total_flos": 8.2370660311296e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }