{ "best_metric": 0.8976, "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0029/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": 45.324214935302734, "learning_rate": 0.0004849231551964771, "loss": 1.4214, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.8141333333333334, "eval_loss": 0.6353247761726379, "eval_runtime": 9.1769, "eval_samples_per_second": 408.635, "eval_steps_per_second": 6.429, "step": 333 }, { "epoch": 2.0, "grad_norm": 29.407304763793945, "learning_rate": 0.0004415111107797445, "loss": 0.5013, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8416, "eval_loss": 0.55496746301651, "eval_runtime": 9.0189, "eval_samples_per_second": 415.792, "eval_steps_per_second": 6.542, "step": 666 }, { "epoch": 3.0, "grad_norm": 16.43842315673828, "learning_rate": 0.000375, "loss": 0.2982, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8568, "eval_loss": 0.5013601183891296, "eval_runtime": 9.034, "eval_samples_per_second": 415.097, "eval_steps_per_second": 6.531, "step": 999 }, { "epoch": 4.0, "grad_norm": 30.339820861816406, "learning_rate": 0.00029341204441673266, "loss": 0.1787, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8770666666666667, "eval_loss": 0.496133416891098, "eval_runtime": 9.4506, "eval_samples_per_second": 396.799, "eval_steps_per_second": 6.243, "step": 1332 }, { "epoch": 5.0, "grad_norm": 17.85334014892578, "learning_rate": 0.00020658795558326743, "loss": 0.11, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.8778666666666667, "eval_loss": 0.48969927430152893, "eval_runtime": 9.0257, "eval_samples_per_second": 415.48, "eval_steps_per_second": 6.537, "step": 1665 }, { "epoch": 6.0, "grad_norm": 21.973466873168945, "learning_rate": 0.00012500000000000006, "loss": 0.0622, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.8877333333333334, "eval_loss": 0.46728047728538513, "eval_runtime": 9.2554, "eval_samples_per_second": 405.168, "eval_steps_per_second": 6.375, "step": 1998 }, { "epoch": 7.0, "grad_norm": 22.861583709716797, "learning_rate": 5.848888922025553e-05, "loss": 0.0333, "step": 2331 }, { "epoch": 7.0, "eval_accuracy": 0.8949333333333334, "eval_loss": 0.4697713553905487, "eval_runtime": 9.0861, "eval_samples_per_second": 412.72, "eval_steps_per_second": 6.493, "step": 2331 }, { "epoch": 8.0, "grad_norm": 31.28031349182129, "learning_rate": 1.5076844803522921e-05, "loss": 0.0301, "step": 2664 }, { "epoch": 8.0, "eval_accuracy": 0.8976, "eval_loss": 0.4572010040283203, "eval_runtime": 9.3725, "eval_samples_per_second": 400.105, "eval_steps_per_second": 6.295, "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 }