{ "best_metric": 0.9338666666666666, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0707/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": Infinity, "learning_rate": 2.8013902315014018e-05, "loss": 0.8341, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.8730666666666667, "eval_loss": 0.4385233521461487, "eval_runtime": 12.8605, "eval_samples_per_second": 291.59, "eval_steps_per_second": 4.588, "step": 333 }, { "epoch": 2.0, "grad_norm": 2.886591672897339, "learning_rate": 2.2540814184580827e-05, "loss": 0.1959, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8936, "eval_loss": 0.35622650384902954, "eval_runtime": 12.6372, "eval_samples_per_second": 296.743, "eval_steps_per_second": 4.669, "step": 666 }, { "epoch": 3.0, "grad_norm": 2.3111541271209717, "learning_rate": 1.5047170983116048e-05, "loss": 0.0708, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.9117333333333333, "eval_loss": 0.34578463435173035, "eval_runtime": 12.2744, "eval_samples_per_second": 305.513, "eval_steps_per_second": 4.807, "step": 999 }, { "epoch": 4.0, "grad_norm": 0.09686257690191269, "learning_rate": 7.5408883548191384e-06, "loss": 0.0208, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.928, "eval_loss": 0.3071032166481018, "eval_runtime": 14.3159, "eval_samples_per_second": 261.946, "eval_steps_per_second": 4.121, "step": 1332 }, { "epoch": 5.0, "grad_norm": 0.6218878030776978, "learning_rate": 2.0332686681020267e-06, "loss": 0.0059, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.9290666666666667, "eval_loss": 0.29344016313552856, "eval_runtime": 11.7459, "eval_samples_per_second": 319.26, "eval_steps_per_second": 5.023, "step": 1665 }, { "epoch": 6.0, "grad_norm": 0.00034725910518318415, "learning_rate": 7.417023831113313e-11, "loss": 0.0024, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.9338666666666666, "eval_loss": 0.29329216480255127, "eval_runtime": 13.6889, "eval_samples_per_second": 273.944, "eval_steps_per_second": 4.31, "step": 1998 } ], "logging_steps": 500, "max_steps": 1998, "num_input_tokens_seen": 0, "num_train_epochs": 6, "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": 9.88447923735552e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }