{ "best_metric": 0.6589333333333334, "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0644/checkpoints/checkpoint-1665", "epoch": 5.0, "eval_steps": 500, "global_step": 1665, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": 63.34593200683594, "learning_rate": 2.7135254915624213e-05, "loss": 3.856, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.3626666666666667, "eval_loss": 3.7381067276000977, "eval_runtime": 13.4487, "eval_samples_per_second": 278.838, "eval_steps_per_second": 4.387, "step": 333 }, { "epoch": 2.0, "grad_norm": 236.12969970703125, "learning_rate": 1.963525491562421e-05, "loss": 3.3786, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.5269333333333334, "eval_loss": 2.956608295440674, "eval_runtime": 13.2384, "eval_samples_per_second": 283.266, "eval_steps_per_second": 4.457, "step": 666 }, { "epoch": 3.0, "grad_norm": 300.8673095703125, "learning_rate": 1.036474508437579e-05, "loss": 2.3336, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.6189333333333333, "eval_loss": 1.9785981178283691, "eval_runtime": 13.4781, "eval_samples_per_second": 278.229, "eval_steps_per_second": 4.377, "step": 999 }, { "epoch": 4.0, "grad_norm": 234.5963134765625, "learning_rate": 2.86474508437579e-06, "loss": 1.7698, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.6357333333333334, "eval_loss": 1.7079380750656128, "eval_runtime": 13.0204, "eval_samples_per_second": 288.01, "eval_steps_per_second": 4.531, "step": 1332 }, { "epoch": 5.0, "grad_norm": 191.47171020507812, "learning_rate": 0.0, "loss": 1.6416, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.6589333333333334, "eval_loss": 1.709689736366272, "eval_runtime": 13.1851, "eval_samples_per_second": 284.412, "eval_steps_per_second": 4.475, "step": 1665 } ], "logging_steps": 500, "max_steps": 1665, "num_input_tokens_seen": 0, "num_train_epochs": 5, "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": 4.088214619776e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }