| { | |
| "best_metric": 0.8571428571428571, | |
| "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": 6.44752311706543, | |
| "learning_rate": 3.3333333333333335e-05, | |
| "loss": 2.3807, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 0.13513513513513514, | |
| "grad_norm": 7.273042678833008, | |
| "learning_rate": 4.81203007518797e-05, | |
| "loss": 2.2314, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 0.20270270270270271, | |
| "grad_norm": 8.626073837280273, | |
| "learning_rate": 4.43609022556391e-05, | |
| "loss": 2.1403, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 0.25675675675675674, | |
| "eval_accuracy": 0.5142857142857142, | |
| "eval_loss": 1.7313623428344727, | |
| "eval_runtime": 27.8323, | |
| "eval_samples_per_second": 2.515, | |
| "eval_steps_per_second": 0.323, | |
| "step": 38 | |
| }, | |
| { | |
| "epoch": 1.0135135135135136, | |
| "grad_norm": 8.909332275390625, | |
| "learning_rate": 4.0601503759398494e-05, | |
| "loss": 1.9678, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 1.0810810810810811, | |
| "grad_norm": 10.421494483947754, | |
| "learning_rate": 3.6842105263157895e-05, | |
| "loss": 1.5292, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 1.1486486486486487, | |
| "grad_norm": 14.169832229614258, | |
| "learning_rate": 3.3082706766917295e-05, | |
| "loss": 1.2617, | |
| "step": 60 | |
| }, | |
| { | |
| "epoch": 1.2162162162162162, | |
| "grad_norm": 13.361907005310059, | |
| "learning_rate": 2.9323308270676693e-05, | |
| "loss": 0.8555, | |
| "step": 70 | |
| }, | |
| { | |
| "epoch": 1.2567567567567568, | |
| "eval_accuracy": 0.7571428571428571, | |
| "eval_loss": 0.8789704442024231, | |
| "eval_runtime": 29.0661, | |
| "eval_samples_per_second": 2.408, | |
| "eval_steps_per_second": 0.31, | |
| "step": 76 | |
| }, | |
| { | |
| "epoch": 2.027027027027027, | |
| "grad_norm": 5.020375728607178, | |
| "learning_rate": 2.556390977443609e-05, | |
| "loss": 0.8022, | |
| "step": 80 | |
| }, | |
| { | |
| "epoch": 2.0945945945945947, | |
| "grad_norm": 7.712170600891113, | |
| "learning_rate": 2.1804511278195487e-05, | |
| "loss": 0.5757, | |
| "step": 90 | |
| }, | |
| { | |
| "epoch": 2.1621621621621623, | |
| "grad_norm": 39.42369079589844, | |
| "learning_rate": 1.8045112781954888e-05, | |
| "loss": 0.5428, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 2.22972972972973, | |
| "grad_norm": 8.502290725708008, | |
| "learning_rate": 1.4285714285714285e-05, | |
| "loss": 0.4151, | |
| "step": 110 | |
| }, | |
| { | |
| "epoch": 2.2567567567567566, | |
| "eval_accuracy": 0.8142857142857143, | |
| "eval_loss": 0.44468435645103455, | |
| "eval_runtime": 29.8735, | |
| "eval_samples_per_second": 2.343, | |
| "eval_steps_per_second": 0.301, | |
| "step": 114 | |
| }, | |
| { | |
| "epoch": 3.0405405405405403, | |
| "grad_norm": 3.149113893508911, | |
| "learning_rate": 1.0526315789473684e-05, | |
| "loss": 0.3195, | |
| "step": 120 | |
| }, | |
| { | |
| "epoch": 3.108108108108108, | |
| "grad_norm": 4.639503002166748, | |
| "learning_rate": 6.766917293233083e-06, | |
| "loss": 0.2498, | |
| "step": 130 | |
| }, | |
| { | |
| "epoch": 3.175675675675676, | |
| "grad_norm": 6.511192798614502, | |
| "learning_rate": 3.007518796992481e-06, | |
| "loss": 0.3019, | |
| "step": 140 | |
| }, | |
| { | |
| "epoch": 3.22972972972973, | |
| "eval_accuracy": 0.8571428571428571, | |
| "eval_loss": 0.3518821895122528, | |
| "eval_runtime": 30.2532, | |
| "eval_samples_per_second": 2.314, | |
| "eval_steps_per_second": 0.297, | |
| "step": 148 | |
| }, | |
| { | |
| "epoch": 3.22972972972973, | |
| "step": 148, | |
| "total_flos": 1.460491890402263e+18, | |
| "train_loss": 1.0669236167057141, | |
| "train_runtime": 1173.886, | |
| "train_samples_per_second": 1.009, | |
| "train_steps_per_second": 0.126 | |
| }, | |
| { | |
| "epoch": 3.22972972972973, | |
| "eval_accuracy": 0.7935483870967742, | |
| "eval_loss": 0.44589874148368835, | |
| "eval_runtime": 68.625, | |
| "eval_samples_per_second": 2.259, | |
| "eval_steps_per_second": 0.291, | |
| "step": 148 | |
| }, | |
| { | |
| "epoch": 3.22972972972973, | |
| "eval_accuracy": 0.7935483870967742, | |
| "eval_loss": 0.44589877128601074, | |
| "eval_runtime": 67.6453, | |
| "eval_samples_per_second": 2.291, | |
| "eval_steps_per_second": 0.296, | |
| "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 | |
| } | |