{ "best_metric": 0.8696, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_vit-mae-base/model_idx_0249/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": 2.626126126126126e-05, "loss": 2.4179, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.6976, "eval_loss": 1.3441110849380493, "eval_runtime": 11.9773, "eval_samples_per_second": 313.092, "eval_steps_per_second": 4.926, "step": 333 }, { "epoch": 2.0, "grad_norm": Infinity, "learning_rate": 2.2522522522522523e-05, "loss": 0.9374, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8, "eval_loss": 0.7621017098426819, "eval_runtime": 11.6274, "eval_samples_per_second": 322.514, "eval_steps_per_second": 5.074, "step": 666 }, { "epoch": 3.0, "grad_norm": 31.468202590942383, "learning_rate": 1.8772522522522523e-05, "loss": 0.5447, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8322666666666667, "eval_loss": 0.6037696599960327, "eval_runtime": 12.9062, "eval_samples_per_second": 290.559, "eval_steps_per_second": 4.571, "step": 999 }, { "epoch": 4.0, "grad_norm": Infinity, "learning_rate": 1.5033783783783786e-05, "loss": 0.3626, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8416, "eval_loss": 0.5343086123466492, "eval_runtime": 10.9905, "eval_samples_per_second": 341.205, "eval_steps_per_second": 5.368, "step": 1332 }, { "epoch": 5.0, "grad_norm": 26.930965423583984, "learning_rate": 1.1283783783783783e-05, "loss": 0.2478, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.8576, "eval_loss": 0.48877084255218506, "eval_runtime": 11.5537, "eval_samples_per_second": 324.571, "eval_steps_per_second": 5.107, "step": 1665 }, { "epoch": 6.0, "grad_norm": 24.69789695739746, "learning_rate": 7.533783783783783e-06, "loss": 0.1727, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.8610666666666666, "eval_loss": 0.47552335262298584, "eval_runtime": 11.2042, "eval_samples_per_second": 334.696, "eval_steps_per_second": 5.266, "step": 1998 }, { "epoch": 7.0, "grad_norm": 0.9318552613258362, "learning_rate": 3.7837837837837835e-06, "loss": 0.122, "step": 2331 }, { "epoch": 7.0, "eval_accuracy": 0.8685333333333334, "eval_loss": 0.4571969509124756, "eval_runtime": 11.712, "eval_samples_per_second": 320.184, "eval_steps_per_second": 5.038, "step": 2331 }, { "epoch": 8.0, "grad_norm": 1.1089979410171509, "learning_rate": 3.3783783783783786e-08, "loss": 0.0913, "step": 2664 }, { "epoch": 8.0, "eval_accuracy": 0.8696, "eval_loss": 0.45212486386299133, "eval_runtime": 11.1707, "eval_samples_per_second": 335.699, "eval_steps_per_second": 5.282, "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 }