{ "best_metric": 0.8866666666666667, "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0817/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": 123.5261001586914, "learning_rate": 8e-05, "loss": 3.0437, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.6712, "eval_loss": 1.3257086277008057, "eval_runtime": 8.6411, "eval_samples_per_second": 433.974, "eval_steps_per_second": 6.828, "step": 333 }, { "epoch": 2.0, "grad_norm": 149.60385131835938, "learning_rate": 7.000000000000001e-05, "loss": 0.8861, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8152, "eval_loss": 0.619427502155304, "eval_runtime": 7.9041, "eval_samples_per_second": 474.438, "eval_steps_per_second": 7.464, "step": 666 }, { "epoch": 3.0, "grad_norm": 81.6816177368164, "learning_rate": 6e-05, "loss": 0.5519, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8544, "eval_loss": 0.4847291111946106, "eval_runtime": 7.9565, "eval_samples_per_second": 471.313, "eval_steps_per_second": 7.415, "step": 999 }, { "epoch": 4.0, "grad_norm": 217.58436584472656, "learning_rate": 5e-05, "loss": 0.425, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8661333333333333, "eval_loss": 0.4444667100906372, "eval_runtime": 7.9184, "eval_samples_per_second": 473.581, "eval_steps_per_second": 7.451, "step": 1332 }, { "epoch": 5.0, "grad_norm": 42.883174896240234, "learning_rate": 4e-05, "loss": 0.3633, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.8778666666666667, "eval_loss": 0.40252408385276794, "eval_runtime": 7.804, "eval_samples_per_second": 480.525, "eval_steps_per_second": 7.56, "step": 1665 }, { "epoch": 6.0, "grad_norm": 186.01976013183594, "learning_rate": 3e-05, "loss": 0.3075, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.8821333333333333, "eval_loss": 0.3913953900337219, "eval_runtime": 7.8691, "eval_samples_per_second": 476.547, "eval_steps_per_second": 7.498, "step": 1998 }, { "epoch": 7.0, "grad_norm": 37.740318298339844, "learning_rate": 2e-05, "loss": 0.2686, "step": 2331 }, { "epoch": 7.0, "eval_accuracy": 0.8781333333333333, "eval_loss": 0.39314499497413635, "eval_runtime": 7.842, "eval_samples_per_second": 478.192, "eval_steps_per_second": 7.524, "step": 2331 }, { "epoch": 8.0, "grad_norm": 69.27288818359375, "learning_rate": 1e-05, "loss": 0.2492, "step": 2664 }, { "epoch": 8.0, "eval_accuracy": 0.8866666666666667, "eval_loss": 0.3813925087451935, "eval_runtime": 7.865, "eval_samples_per_second": 476.795, "eval_steps_per_second": 7.502, "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 }