{ "best_metric": 0.8578666666666667, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_vit-mae-base/model_idx_0756/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": Infinity, "learning_rate": 9e-05, "loss": 1.6336, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.7816, "eval_loss": 0.7746593952178955, "eval_runtime": 13.0404, "eval_samples_per_second": 287.569, "eval_steps_per_second": 4.524, "step": 333 }, { "epoch": 2.0, "grad_norm": Infinity, "learning_rate": 9e-05, "loss": 0.5533, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8226666666666667, "eval_loss": 0.6041274070739746, "eval_runtime": 11.8615, "eval_samples_per_second": 316.148, "eval_steps_per_second": 4.974, "step": 666 }, { "epoch": 3.0, "grad_norm": 0.498008668422699, "learning_rate": 9e-05, "loss": 0.3469, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8397333333333333, "eval_loss": 0.5387245416641235, "eval_runtime": 11.7421, "eval_samples_per_second": 319.363, "eval_steps_per_second": 5.025, "step": 999 }, { "epoch": 4.0, "grad_norm": 44.818511962890625, "learning_rate": 9e-05, "loss": 0.2415, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8488, "eval_loss": 0.4997638761997223, "eval_runtime": 10.8674, "eval_samples_per_second": 345.068, "eval_steps_per_second": 5.429, "step": 1332 }, { "epoch": 5.0, "grad_norm": 9.301494598388672, "learning_rate": 9e-05, "loss": 0.1665, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.8506666666666667, "eval_loss": 0.5286375880241394, "eval_runtime": 11.3751, "eval_samples_per_second": 329.666, "eval_steps_per_second": 5.187, "step": 1665 }, { "epoch": 6.0, "grad_norm": 17.187318801879883, "learning_rate": 9e-05, "loss": 0.1348, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.8568, "eval_loss": 0.5180009603500366, "eval_runtime": 11.0437, "eval_samples_per_second": 339.559, "eval_steps_per_second": 5.342, "step": 1998 }, { "epoch": 7.0, "grad_norm": 0.022252211347222328, "learning_rate": 9e-05, "loss": 0.1011, "step": 2331 }, { "epoch": 7.0, "eval_accuracy": 0.8330666666666666, "eval_loss": 0.6375243067741394, "eval_runtime": 11.8375, "eval_samples_per_second": 316.789, "eval_steps_per_second": 4.984, "step": 2331 }, { "epoch": 8.0, "grad_norm": 0.02206488884985447, "learning_rate": 9e-05, "loss": 0.0884, "step": 2664 }, { "epoch": 8.0, "eval_accuracy": 0.8578666666666667, "eval_loss": 0.5686238408088684, "eval_runtime": 14.1816, "eval_samples_per_second": 264.426, "eval_steps_per_second": 4.16, "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 }