{ "best_metric": 0.9285714285714286, "best_model_checkpoint": "videomae-base-finetuned-ucf101-subset/checkpoint-148", "epoch": 3.22972972972973, "eval_steps": 500, "global_step": 148, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.06756756756756757, "grad_norm": 5.9695892333984375, "learning_rate": 3.3333333333333335e-05, "loss": 2.2555, "step": 10 }, { "epoch": 0.13513513513513514, "grad_norm": 7.333020210266113, "learning_rate": 4.81203007518797e-05, "loss": 2.194, "step": 20 }, { "epoch": 0.20270270270270271, "grad_norm": 7.8304924964904785, "learning_rate": 4.43609022556391e-05, "loss": 2.0939, "step": 30 }, { "epoch": 0.25675675675675674, "eval_accuracy": 0.6142857142857143, "eval_loss": 1.7894561290740967, "eval_runtime": 19.1096, "eval_samples_per_second": 3.663, "eval_steps_per_second": 0.471, "step": 38 }, { "epoch": 1.0135135135135136, "grad_norm": 11.512001991271973, "learning_rate": 4.0601503759398494e-05, "loss": 1.9222, "step": 40 }, { "epoch": 1.0810810810810811, "grad_norm": 11.58191204071045, "learning_rate": 3.6842105263157895e-05, "loss": 1.5144, "step": 50 }, { "epoch": 1.1486486486486487, "grad_norm": 11.013785362243652, "learning_rate": 3.3082706766917295e-05, "loss": 1.2189, "step": 60 }, { "epoch": 1.2162162162162162, "grad_norm": 6.518862724304199, "learning_rate": 2.9323308270676693e-05, "loss": 0.809, "step": 70 }, { "epoch": 1.2567567567567568, "eval_accuracy": 0.7142857142857143, "eval_loss": 0.863375723361969, "eval_runtime": 21.6507, "eval_samples_per_second": 3.233, "eval_steps_per_second": 0.416, "step": 76 }, { "epoch": 2.027027027027027, "grad_norm": 3.865056037902832, "learning_rate": 2.556390977443609e-05, "loss": 0.816, "step": 80 }, { "epoch": 2.0945945945945947, "grad_norm": 4.4963507652282715, "learning_rate": 2.1804511278195487e-05, "loss": 0.5543, "step": 90 }, { "epoch": 2.1621621621621623, "grad_norm": 14.640573501586914, "learning_rate": 1.8045112781954888e-05, "loss": 0.5415, "step": 100 }, { "epoch": 2.22972972972973, "grad_norm": 7.324181079864502, "learning_rate": 1.4285714285714285e-05, "loss": 0.4345, "step": 110 }, { "epoch": 2.2567567567567566, "eval_accuracy": 0.8285714285714286, "eval_loss": 0.48698174953460693, "eval_runtime": 20.0639, "eval_samples_per_second": 3.489, "eval_steps_per_second": 0.449, "step": 114 }, { "epoch": 3.0405405405405403, "grad_norm": 2.440977096557617, "learning_rate": 1.0526315789473684e-05, "loss": 0.3595, "step": 120 }, { "epoch": 3.108108108108108, "grad_norm": 3.9098780155181885, "learning_rate": 6.766917293233083e-06, "loss": 0.2598, "step": 130 }, { "epoch": 3.175675675675676, "grad_norm": 6.780401706695557, "learning_rate": 3.007518796992481e-06, "loss": 0.2773, "step": 140 }, { "epoch": 3.22972972972973, "eval_accuracy": 0.9285714285714286, "eval_loss": 0.3680180609226227, "eval_runtime": 19.7281, "eval_samples_per_second": 3.548, "eval_steps_per_second": 0.456, "step": 148 }, { "epoch": 3.22972972972973, "step": 148, "total_flos": 1.460491890402263e+18, "train_loss": 1.042902792627747, "train_runtime": 790.3603, "train_samples_per_second": 1.498, "train_steps_per_second": 0.187 }, { "epoch": 3.22972972972973, "eval_accuracy": 0.8516129032258064, "eval_loss": 0.4854612350463867, "eval_runtime": 43.1791, "eval_samples_per_second": 3.59, "eval_steps_per_second": 0.463, "step": 148 }, { "epoch": 3.22972972972973, "eval_accuracy": 0.8516129032258064, "eval_loss": 0.48546117544174194, "eval_runtime": 42.6258, "eval_samples_per_second": 3.636, "eval_steps_per_second": 0.469, "step": 148 } ], "logging_steps": 10, "max_steps": 148, "num_input_tokens_seen": 0, "num_train_epochs": 9223372036854775807, "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": 1.460491890402263e+18, "train_batch_size": 8, "trial_name": null, "trial_params": null }