{ "best_metric": 0.8986666666666666, "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0511/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": 29.498300552368164, "learning_rate": 0.0004809698831278217, "loss": 1.3532, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.8221333333333334, "eval_loss": 0.5870492458343506, "eval_runtime": 9.2809, "eval_samples_per_second": 404.055, "eval_steps_per_second": 6.357, "step": 333 }, { "epoch": 2.0, "grad_norm": 17.232101440429688, "learning_rate": 0.00042677669529663686, "loss": 0.4396, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8370666666666666, "eval_loss": 0.5127251148223877, "eval_runtime": 8.7271, "eval_samples_per_second": 429.695, "eval_steps_per_second": 6.761, "step": 666 }, { "epoch": 3.0, "grad_norm": 19.244802474975586, "learning_rate": 0.0003456708580912725, "loss": 0.271, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8717333333333334, "eval_loss": 0.4567953050136566, "eval_runtime": 9.0974, "eval_samples_per_second": 412.207, "eval_steps_per_second": 6.485, "step": 999 }, { "epoch": 4.0, "grad_norm": 49.4572868347168, "learning_rate": 0.00025, "loss": 0.1545, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8773333333333333, "eval_loss": 0.4415339231491089, "eval_runtime": 8.6264, "eval_samples_per_second": 434.713, "eval_steps_per_second": 6.839, "step": 1332 }, { "epoch": 5.0, "grad_norm": 17.725130081176758, "learning_rate": 0.00015432914190872756, "loss": 0.0885, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.8888, "eval_loss": 0.42563092708587646, "eval_runtime": 8.7121, "eval_samples_per_second": 430.434, "eval_steps_per_second": 6.772, "step": 1665 }, { "epoch": 6.0, "grad_norm": 33.06433868408203, "learning_rate": 7.322330470336314e-05, "loss": 0.0497, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.8986666666666666, "eval_loss": 0.41638314723968506, "eval_runtime": 8.7033, "eval_samples_per_second": 430.871, "eval_steps_per_second": 6.779, "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 }