{ "best_metric": 0.9149333333333334, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0803/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": 0.26415297389030457, "learning_rate": 0.0001, "loss": 0.6208, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.9037333333333334, "eval_loss": 0.31426694989204407, "eval_runtime": 6.3911, "eval_samples_per_second": 586.757, "eval_steps_per_second": 9.232, "step": 333 }, { "epoch": 2.0, "grad_norm": 11.740403175354004, "learning_rate": 0.0001, "loss": 0.1509, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.9058666666666667, "eval_loss": 0.3020901381969452, "eval_runtime": 6.2935, "eval_samples_per_second": 595.853, "eval_steps_per_second": 9.375, "step": 666 }, { "epoch": 3.0, "grad_norm": 0.14527031779289246, "learning_rate": 0.0001, "loss": 0.0823, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8952, "eval_loss": 0.3952783942222595, "eval_runtime": 5.9638, "eval_samples_per_second": 628.794, "eval_steps_per_second": 9.893, "step": 999 }, { "epoch": 4.0, "grad_norm": 0.019658870995044708, "learning_rate": 0.0001, "loss": 0.0548, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.9122666666666667, "eval_loss": 0.360567569732666, "eval_runtime": 5.6681, "eval_samples_per_second": 661.597, "eval_steps_per_second": 10.409, "step": 1332 }, { "epoch": 5.0, "grad_norm": 0.008375506848096848, "learning_rate": 0.0001, "loss": 0.0404, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.9114666666666666, "eval_loss": 0.3685752749443054, "eval_runtime": 5.8236, "eval_samples_per_second": 643.928, "eval_steps_per_second": 10.131, "step": 1665 }, { "epoch": 6.0, "grad_norm": 23.643709182739258, "learning_rate": 0.0001, "loss": 0.0358, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.9149333333333334, "eval_loss": 0.36441951990127563, "eval_runtime": 5.7189, "eval_samples_per_second": 655.72, "eval_steps_per_second": 10.317, "step": 1998 } ], "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": false }, "attributes": {} } }, "total_flos": 9.88447923735552e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }