{ "best_metric": 0.9082666666666667, "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0342/checkpoints/checkpoint-1998", "epoch": 6.0, "eval_steps": 500, "global_step": 1998, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": 25.5684871673584, "learning_rate": 0.00046650635094610973, "loss": 1.3844, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.8293333333333334, "eval_loss": 0.5484716296195984, "eval_runtime": 15.5006, "eval_samples_per_second": 241.926, "eval_steps_per_second": 3.806, "step": 333 }, { "epoch": 2.0, "grad_norm": 24.57478904724121, "learning_rate": 0.000375, "loss": 0.4684, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8786666666666667, "eval_loss": 0.4272158145904541, "eval_runtime": 15.3858, "eval_samples_per_second": 243.732, "eval_steps_per_second": 3.835, "step": 666 }, { "epoch": 3.0, "grad_norm": 27.24774932861328, "learning_rate": 0.00025, "loss": 0.2688, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8898666666666667, "eval_loss": 0.3917619287967682, "eval_runtime": 14.8582, "eval_samples_per_second": 252.386, "eval_steps_per_second": 3.971, "step": 999 }, { "epoch": 4.0, "grad_norm": 22.70435905456543, "learning_rate": 0.00012500000000000006, "loss": 0.153, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.9010666666666667, "eval_loss": 0.370476096868515, "eval_runtime": 15.3001, "eval_samples_per_second": 245.097, "eval_steps_per_second": 3.856, "step": 1332 }, { "epoch": 5.0, "grad_norm": 35.75576400756836, "learning_rate": 3.3493649053890325e-05, "loss": 0.0937, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.9074666666666666, "eval_loss": 0.3621516227722168, "eval_runtime": 15.3605, "eval_samples_per_second": 244.133, "eval_steps_per_second": 3.841, "step": 1665 }, { "epoch": 6.0, "grad_norm": 39.66212844848633, "learning_rate": 0.0, "loss": 0.0703, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.9082666666666667, "eval_loss": 0.3443763852119446, "eval_runtime": 15.2389, "eval_samples_per_second": 246.08, "eval_steps_per_second": 3.872, "step": 1998 } ], "logging_steps": 500, "max_steps": 1998, "num_input_tokens_seen": 0, "num_train_epochs": 6, "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": 4.9058575437312e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }