{ "best_metric": 0.8456, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_vit-mae-base/model_idx_0036/checkpoints/checkpoint-1332", "epoch": 4.0, "eval_steps": 500, "global_step": 1332, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": Infinity, "learning_rate": 2.5631588426322576e-05, "loss": 2.3276, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.7450666666666667, "eval_loss": 1.152657151222229, "eval_runtime": 5.9627, "eval_samples_per_second": 628.906, "eval_steps_per_second": 9.895, "step": 333 }, { "epoch": 2.0, "grad_norm": 17.318965911865234, "learning_rate": 1.5035378262848308e-05, "loss": 0.7924, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8213333333333334, "eval_loss": 0.6991308331489563, "eval_runtime": 5.8114, "eval_samples_per_second": 645.285, "eval_steps_per_second": 10.152, "step": 666 }, { "epoch": 3.0, "grad_norm": 9.342079162597656, "learning_rate": 4.418443992810701e-06, "loss": 0.4325, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8352, "eval_loss": 0.5865416526794434, "eval_runtime": 5.771, "eval_samples_per_second": 649.803, "eval_steps_per_second": 10.224, "step": 999 }, { "epoch": 4.0, "grad_norm": 2.526944398880005, "learning_rate": 4.172077409214658e-11, "loss": 0.2983, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8456, "eval_loss": 0.5664607286453247, "eval_runtime": 5.4153, "eval_samples_per_second": 692.488, "eval_steps_per_second": 10.895, "step": 1332 } ], "logging_steps": 500, "max_steps": 1332, "num_input_tokens_seen": 0, "num_train_epochs": 4, "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": 6.58965282490368e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }