{ "best_metric": 0.9568, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0969/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": 0.9831521511077881, "learning_rate": 3e-05, "loss": 1.1764, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.9352, "eval_loss": 0.2700672149658203, "eval_runtime": 6.9222, "eval_samples_per_second": 541.733, "eval_steps_per_second": 8.523, "step": 333 }, { "epoch": 2.0, "grad_norm": 0.19097444415092468, "learning_rate": 3e-05, "loss": 0.1493, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.9474666666666667, "eval_loss": 0.19397518038749695, "eval_runtime": 6.6578, "eval_samples_per_second": 563.249, "eval_steps_per_second": 8.862, "step": 666 }, { "epoch": 3.0, "grad_norm": 0.357282817363739, "learning_rate": 3e-05, "loss": 0.0648, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.9432, "eval_loss": 0.21096019446849823, "eval_runtime": 6.7507, "eval_samples_per_second": 555.496, "eval_steps_per_second": 8.74, "step": 999 }, { "epoch": 4.0, "grad_norm": 0.11316190659999847, "learning_rate": 3e-05, "loss": 0.0325, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.9493333333333334, "eval_loss": 0.19892506301403046, "eval_runtime": 6.7917, "eval_samples_per_second": 552.144, "eval_steps_per_second": 8.687, "step": 1332 }, { "epoch": 5.0, "grad_norm": 0.045326393097639084, "learning_rate": 3e-05, "loss": 0.0185, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.9496, "eval_loss": 0.19840462505817413, "eval_runtime": 6.7611, "eval_samples_per_second": 554.647, "eval_steps_per_second": 8.726, "step": 1665 }, { "epoch": 6.0, "grad_norm": 0.08691786974668503, "learning_rate": 3e-05, "loss": 0.0142, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.9496, "eval_loss": 0.2105918675661087, "eval_runtime": 6.8249, "eval_samples_per_second": 549.456, "eval_steps_per_second": 8.645, "step": 1998 }, { "epoch": 7.0, "grad_norm": NaN, "learning_rate": 3e-05, "loss": 0.013, "step": 2331 }, { "epoch": 7.0, "eval_accuracy": 0.9501333333333334, "eval_loss": 0.2122584730386734, "eval_runtime": 7.0532, "eval_samples_per_second": 531.676, "eval_steps_per_second": 8.365, "step": 2331 }, { "epoch": 8.0, "grad_norm": 0.0086445864289999, "learning_rate": 3e-05, "loss": 0.0071, "step": 2664 }, { "epoch": 8.0, "eval_accuracy": 0.9568, "eval_loss": 0.20181328058242798, "eval_runtime": 6.8614, "eval_samples_per_second": 546.539, "eval_steps_per_second": 8.599, "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": 1.317930564980736e+19, "train_batch_size": 64, "trial_name": null, "trial_params": null }