{ "best_metric": 0.8872, "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0064/checkpoints/checkpoint-2664", "epoch": 8.0, "eval_steps": 500, "global_step": 2664, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": 121.43282318115234, "learning_rate": 7e-05, "loss": 3.3039, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.6168, "eval_loss": 1.715225338935852, "eval_runtime": 13.4605, "eval_samples_per_second": 278.593, "eval_steps_per_second": 4.383, "step": 333 }, { "epoch": 2.0, "grad_norm": 113.20372009277344, "learning_rate": 7e-05, "loss": 1.0426, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8066666666666666, "eval_loss": 0.70968097448349, "eval_runtime": 13.2024, "eval_samples_per_second": 284.04, "eval_steps_per_second": 4.469, "step": 666 }, { "epoch": 3.0, "grad_norm": 82.30632781982422, "learning_rate": 7e-05, "loss": 0.5956, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8392, "eval_loss": 0.5469499826431274, "eval_runtime": 13.5271, "eval_samples_per_second": 277.222, "eval_steps_per_second": 4.362, "step": 999 }, { "epoch": 4.0, "grad_norm": 176.51918029785156, "learning_rate": 7e-05, "loss": 0.4355, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8610666666666666, "eval_loss": 0.4657478630542755, "eval_runtime": 13.3887, "eval_samples_per_second": 280.088, "eval_steps_per_second": 4.407, "step": 1332 }, { "epoch": 5.0, "grad_norm": 145.4884490966797, "learning_rate": 7e-05, "loss": 0.3414, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.8696, "eval_loss": 0.42032772302627563, "eval_runtime": 13.3861, "eval_samples_per_second": 280.141, "eval_steps_per_second": 4.408, "step": 1665 }, { "epoch": 6.0, "grad_norm": 60.22314453125, "learning_rate": 7e-05, "loss": 0.2653, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.8789333333333333, "eval_loss": 0.40077316761016846, "eval_runtime": 14.0178, "eval_samples_per_second": 267.517, "eval_steps_per_second": 4.209, "step": 1998 }, { "epoch": 7.0, "grad_norm": 95.4765625, "learning_rate": 7e-05, "loss": 0.2055, "step": 2331 }, { "epoch": 7.0, "eval_accuracy": 0.8805333333333333, "eval_loss": 0.4131264388561249, "eval_runtime": 13.8922, "eval_samples_per_second": 269.936, "eval_steps_per_second": 4.247, "step": 2331 }, { "epoch": 8.0, "grad_norm": 96.52843475341797, "learning_rate": 7e-05, "loss": 0.1788, "step": 2664 }, { "epoch": 8.0, "eval_accuracy": 0.8872, "eval_loss": 0.3821322023868561, "eval_runtime": 13.962, "eval_samples_per_second": 268.587, "eval_steps_per_second": 4.226, "step": 2664 } ], "logging_steps": 500, "max_steps": 2664, "num_input_tokens_seen": 0, "num_train_epochs": 8, "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": 6.5411433916416e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }