{ "best_metric": 0.8696, "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0285/checkpoints/checkpoint-1332", "epoch": 4.0, "eval_steps": 500, "global_step": 1332, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": 82.36766815185547, "learning_rate": 7.681980515339464e-05, "loss": 2.811, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.7496, "eval_loss": 1.007891058921814, "eval_runtime": 7.4231, "eval_samples_per_second": 505.181, "eval_steps_per_second": 7.948, "step": 333 }, { "epoch": 2.0, "grad_norm": 166.72305297851562, "learning_rate": 4.5e-05, "loss": 0.7142, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8512, "eval_loss": 0.503613293170929, "eval_runtime": 7.0685, "eval_samples_per_second": 530.521, "eval_steps_per_second": 8.347, "step": 666 }, { "epoch": 3.0, "grad_norm": 175.9752197265625, "learning_rate": 1.3180194846605365e-05, "loss": 0.4589, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8677333333333334, "eval_loss": 0.4431128203868866, "eval_runtime": 7.2878, "eval_samples_per_second": 514.555, "eval_steps_per_second": 8.096, "step": 999 }, { "epoch": 4.0, "grad_norm": 74.36175537109375, "learning_rate": 0.0, "loss": 0.3914, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8696, "eval_loss": 0.43353191018104553, "eval_runtime": 7.2128, "eval_samples_per_second": 519.907, "eval_steps_per_second": 8.18, "step": 1332 } ], "logging_steps": 500, "max_steps": 1332, "num_input_tokens_seen": 0, "num_train_epochs": 4, "save_steps": 500, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": true }, "attributes": {} } }, "total_flos": 3.2705716958208e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }