{ "best_metric": 0.8826666666666667, "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0841/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": 27.02740478515625, "learning_rate": 0.0003, "loss": 1.5217, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.8216, "eval_loss": 0.5826595425605774, "eval_runtime": 8.4238, "eval_samples_per_second": 445.166, "eval_steps_per_second": 7.004, "step": 333 }, { "epoch": 2.0, "grad_norm": 29.30405044555664, "learning_rate": 0.0003, "loss": 0.4654, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8642666666666666, "eval_loss": 0.4705454409122467, "eval_runtime": 7.3382, "eval_samples_per_second": 511.026, "eval_steps_per_second": 8.04, "step": 666 }, { "epoch": 3.0, "grad_norm": 29.838224411010742, "learning_rate": 0.0003, "loss": 0.2904, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8752, "eval_loss": 0.4420243501663208, "eval_runtime": 7.3967, "eval_samples_per_second": 506.984, "eval_steps_per_second": 7.977, "step": 999 }, { "epoch": 4.0, "grad_norm": 70.53434753417969, "learning_rate": 0.0003, "loss": 0.1922, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8709333333333333, "eval_loss": 0.46980226039886475, "eval_runtime": 7.3867, "eval_samples_per_second": 507.67, "eval_steps_per_second": 7.987, "step": 1332 }, { "epoch": 5.0, "grad_norm": 26.233779907226562, "learning_rate": 0.0003, "loss": 0.1396, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.8682666666666666, "eval_loss": 0.5048604607582092, "eval_runtime": 7.3542, "eval_samples_per_second": 509.916, "eval_steps_per_second": 8.023, "step": 1665 }, { "epoch": 6.0, "grad_norm": 29.690643310546875, "learning_rate": 0.0003, "loss": 0.1186, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.8826666666666667, "eval_loss": 0.47286587953567505, "eval_runtime": 7.3606, "eval_samples_per_second": 509.47, "eval_steps_per_second": 8.016, "step": 1998 } ], "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": false }, "attributes": {} } }, "total_flos": 4.9058575437312e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }