{ "best_metric": 0.8877333333333334, "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0075/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": 44.679481506347656, "learning_rate": 6.222222222222222e-05, "loss": 3.2466, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.6728, "eval_loss": 1.4403784275054932, "eval_runtime": 7.7029, "eval_samples_per_second": 486.832, "eval_steps_per_second": 7.659, "step": 333 }, { "epoch": 2.0, "grad_norm": 108.91317749023438, "learning_rate": 5.444444444444444e-05, "loss": 0.908, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8224, "eval_loss": 0.6347119808197021, "eval_runtime": 7.6385, "eval_samples_per_second": 490.937, "eval_steps_per_second": 7.724, "step": 666 }, { "epoch": 3.0, "grad_norm": 58.48265838623047, "learning_rate": 4.666666666666666e-05, "loss": 0.5523, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8490666666666666, "eval_loss": 0.48779940605163574, "eval_runtime": 7.1993, "eval_samples_per_second": 520.881, "eval_steps_per_second": 8.195, "step": 999 }, { "epoch": 4.0, "grad_norm": 82.97557067871094, "learning_rate": 3.8888888888888884e-05, "loss": 0.4165, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8661333333333333, "eval_loss": 0.4467521607875824, "eval_runtime": 7.2031, "eval_samples_per_second": 520.61, "eval_steps_per_second": 8.191, "step": 1332 }, { "epoch": 5.0, "grad_norm": 86.51017761230469, "learning_rate": 3.111111111111111e-05, "loss": 0.3338, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.8733333333333333, "eval_loss": 0.41808101534843445, "eval_runtime": 7.1781, "eval_samples_per_second": 522.425, "eval_steps_per_second": 8.219, "step": 1665 }, { "epoch": 6.0, "grad_norm": 209.5661163330078, "learning_rate": 2.333333333333333e-05, "loss": 0.2916, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.8744, "eval_loss": 0.4035494327545166, "eval_runtime": 7.2484, "eval_samples_per_second": 517.357, "eval_steps_per_second": 8.14, "step": 1998 }, { "epoch": 7.0, "grad_norm": 127.57278442382812, "learning_rate": 1.5555555555555555e-05, "loss": 0.2472, "step": 2331 }, { "epoch": 7.0, "eval_accuracy": 0.8842666666666666, "eval_loss": 0.3825065791606903, "eval_runtime": 7.1334, "eval_samples_per_second": 525.698, "eval_steps_per_second": 8.271, "step": 2331 }, { "epoch": 8.0, "grad_norm": 72.5779800415039, "learning_rate": 7.777777777777777e-06, "loss": 0.2266, "step": 2664 }, { "epoch": 8.0, "eval_accuracy": 0.8877333333333334, "eval_loss": 0.37383267283439636, "eval_runtime": 7.2032, "eval_samples_per_second": 520.603, "eval_steps_per_second": 8.191, "step": 2664 } ], "logging_steps": 500, "max_steps": 2997, "num_input_tokens_seen": 0, "num_train_epochs": 9, "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": 6.5411433916416e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }