{ "best_metric": 0.8458666666666667, "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0428/checkpoints/checkpoint-2331", "epoch": 7.0, "eval_steps": 500, "global_step": 2331, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": 94.37236785888672, "learning_rate": 5.9999999999999995e-05, "loss": 3.3914, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.5333333333333333, "eval_loss": 2.1095454692840576, "eval_runtime": 15.495, "eval_samples_per_second": 242.014, "eval_steps_per_second": 3.808, "step": 333 }, { "epoch": 2.0, "grad_norm": 71.74972534179688, "learning_rate": 4.9999999999999996e-05, "loss": 1.3241, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.7466666666666667, "eval_loss": 0.8945257663726807, "eval_runtime": 15.4605, "eval_samples_per_second": 242.554, "eval_steps_per_second": 3.816, "step": 666 }, { "epoch": 3.0, "grad_norm": 149.1627655029297, "learning_rate": 3.9999999999999996e-05, "loss": 0.7859, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8034666666666667, "eval_loss": 0.6874818801879883, "eval_runtime": 15.6574, "eval_samples_per_second": 239.503, "eval_steps_per_second": 3.768, "step": 999 }, { "epoch": 4.0, "grad_norm": 193.3368682861328, "learning_rate": 2.9999999999999997e-05, "loss": 0.622, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8205333333333333, "eval_loss": 0.5963925719261169, "eval_runtime": 15.3872, "eval_samples_per_second": 243.709, "eval_steps_per_second": 3.834, "step": 1332 }, { "epoch": 5.0, "grad_norm": 141.98052978515625, "learning_rate": 1.9999999999999998e-05, "loss": 0.5436, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.8352, "eval_loss": 0.5319366455078125, "eval_runtime": 15.5605, "eval_samples_per_second": 240.995, "eval_steps_per_second": 3.792, "step": 1665 }, { "epoch": 6.0, "grad_norm": 88.79828643798828, "learning_rate": 9.999999999999999e-06, "loss": 0.4858, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.8418666666666667, "eval_loss": 0.5334358811378479, "eval_runtime": 15.5239, "eval_samples_per_second": 241.563, "eval_steps_per_second": 3.801, "step": 1998 }, { "epoch": 7.0, "grad_norm": 75.49803161621094, "learning_rate": 0.0, "loss": 0.4608, "step": 2331 }, { "epoch": 7.0, "eval_accuracy": 0.8458666666666667, "eval_loss": 0.5226073265075684, "eval_runtime": 15.5898, "eval_samples_per_second": 240.541, "eval_steps_per_second": 3.785, "step": 2331 } ], "logging_steps": 500, "max_steps": 2331, "num_input_tokens_seen": 0, "num_train_epochs": 7, "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": 5.7235004676864e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }