{ "best_metric": 0.9064, "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0472/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": 76.39278411865234, "learning_rate": 0.0001, "loss": 2.7844, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.7424, "eval_loss": 0.9664188623428345, "eval_runtime": 7.9235, "eval_samples_per_second": 473.273, "eval_steps_per_second": 7.446, "step": 333 }, { "epoch": 2.0, "grad_norm": 112.61178588867188, "learning_rate": 0.0001, "loss": 0.7297, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8536, "eval_loss": 0.489338755607605, "eval_runtime": 7.9567, "eval_samples_per_second": 471.3, "eval_steps_per_second": 7.415, "step": 666 }, { "epoch": 3.0, "grad_norm": 113.12704467773438, "learning_rate": 0.0001, "loss": 0.4409, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8757333333333334, "eval_loss": 0.4061494767665863, "eval_runtime": 7.6802, "eval_samples_per_second": 488.266, "eval_steps_per_second": 7.682, "step": 999 }, { "epoch": 4.0, "grad_norm": 114.21883392333984, "learning_rate": 0.0001, "loss": 0.3196, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8848, "eval_loss": 0.3671186864376068, "eval_runtime": 8.4207, "eval_samples_per_second": 445.333, "eval_steps_per_second": 7.007, "step": 1332 }, { "epoch": 5.0, "grad_norm": 67.83946228027344, "learning_rate": 0.0001, "loss": 0.2363, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.8962666666666667, "eval_loss": 0.35183945298194885, "eval_runtime": 8.3511, "eval_samples_per_second": 449.044, "eval_steps_per_second": 7.065, "step": 1665 }, { "epoch": 6.0, "grad_norm": 107.41410827636719, "learning_rate": 0.0001, "loss": 0.1799, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.9024, "eval_loss": 0.3330535590648651, "eval_runtime": 8.1149, "eval_samples_per_second": 462.114, "eval_steps_per_second": 7.271, "step": 1998 }, { "epoch": 7.0, "grad_norm": 80.69808197021484, "learning_rate": 0.0001, "loss": 0.1416, "step": 2331 }, { "epoch": 7.0, "eval_accuracy": 0.9050666666666667, "eval_loss": 0.33134129643440247, "eval_runtime": 8.2635, "eval_samples_per_second": 453.803, "eval_steps_per_second": 7.14, "step": 2331 }, { "epoch": 8.0, "grad_norm": 68.13387298583984, "learning_rate": 0.0001, "loss": 0.1094, "step": 2664 }, { "epoch": 8.0, "eval_accuracy": 0.9064, "eval_loss": 0.35234490036964417, "eval_runtime": 8.3164, "eval_samples_per_second": 450.915, "eval_steps_per_second": 7.094, "step": 2664 } ], "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": true }, "attributes": {} } }, "total_flos": 6.5411433916416e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }