| { |
| "best_metric": 0.9987562189054726, |
| "best_model_checkpoint": "/media/cse/HDD/Shawon/shawon/BdSLW60_10_Fold/VideoMAE_Kinetics_fold__0__BdSLW60_SKF/checkpoint-6324", |
| "epoch": 9.099501661129569, |
| "eval_steps": 500, |
| "global_step": 9030, |
| "is_hyper_param_search": false, |
| "is_local_process_zero": true, |
| "is_world_process_zero": true, |
| "log_history": [ |
| { |
| "epoch": 0.1, |
| "grad_norm": 29.418611526489258, |
| "learning_rate": 4.9889258028792915e-05, |
| "loss": 8.3388, |
| "step": 903 |
| }, |
| { |
| "epoch": 0.1, |
| "eval_accuracy": 0.9539800995024875, |
| "eval_loss": 0.287722647190094, |
| "eval_runtime": 380.8747, |
| "eval_samples_per_second": 2.111, |
| "eval_steps_per_second": 1.055, |
| "step": 903 |
| }, |
| { |
| "epoch": 1.1000553709856036, |
| "grad_norm": 0.4510260224342346, |
| "learning_rate": 4.44567491079119e-05, |
| "loss": 0.398, |
| "step": 1807 |
| }, |
| { |
| "epoch": 1.1000553709856036, |
| "eval_accuracy": 0.9888059701492538, |
| "eval_loss": 0.04584308713674545, |
| "eval_runtime": 366.4135, |
| "eval_samples_per_second": 2.194, |
| "eval_steps_per_second": 1.097, |
| "step": 1807 |
| }, |
| { |
| "epoch": 2.1, |
| "grad_norm": 0.03591794893145561, |
| "learning_rate": 3.890734588409007e-05, |
| "loss": 0.0898, |
| "step": 2710 |
| }, |
| { |
| "epoch": 2.1, |
| "eval_accuracy": 0.9912935323383084, |
| "eval_loss": 0.03670336678624153, |
| "eval_runtime": 394.4792, |
| "eval_samples_per_second": 2.038, |
| "eval_steps_per_second": 1.019, |
| "step": 2710 |
| }, |
| { |
| "epoch": 3.1000553709856034, |
| "grad_norm": 0.08393514901399612, |
| "learning_rate": 3.334563799680079e-05, |
| "loss": 0.0614, |
| "step": 3614 |
| }, |
| { |
| "epoch": 3.1000553709856034, |
| "eval_accuracy": 0.9912935323383084, |
| "eval_loss": 0.03837832063436508, |
| "eval_runtime": 357.3383, |
| "eval_samples_per_second": 2.25, |
| "eval_steps_per_second": 1.125, |
| "step": 3614 |
| }, |
| { |
| "epoch": 4.1, |
| "grad_norm": 0.012894371524453163, |
| "learning_rate": 2.7796234772978964e-05, |
| "loss": 0.0326, |
| "step": 4517 |
| }, |
| { |
| "epoch": 4.1, |
| "eval_accuracy": 0.9950248756218906, |
| "eval_loss": 0.02047196589410305, |
| "eval_runtime": 384.1902, |
| "eval_samples_per_second": 2.093, |
| "eval_steps_per_second": 1.046, |
| "step": 4517 |
| }, |
| { |
| "epoch": 5.100055370985603, |
| "grad_norm": 0.011511938646435738, |
| "learning_rate": 2.2234526885689677e-05, |
| "loss": 0.0408, |
| "step": 5421 |
| }, |
| { |
| "epoch": 5.100055370985603, |
| "eval_accuracy": 0.9937810945273632, |
| "eval_loss": 0.01791091077029705, |
| "eval_runtime": 381.8359, |
| "eval_samples_per_second": 2.106, |
| "eval_steps_per_second": 1.053, |
| "step": 5421 |
| }, |
| { |
| "epoch": 6.1, |
| "grad_norm": 0.0027884775772690773, |
| "learning_rate": 1.667897133013412e-05, |
| "loss": 0.0224, |
| "step": 6324 |
| }, |
| { |
| "epoch": 6.1, |
| "eval_accuracy": 0.9987562189054726, |
| "eval_loss": 0.00474861916154623, |
| "eval_runtime": 201.6524, |
| "eval_samples_per_second": 3.987, |
| "eval_steps_per_second": 1.994, |
| "step": 6324 |
| }, |
| { |
| "epoch": 7.100055370985603, |
| "grad_norm": 0.0023301970213651657, |
| "learning_rate": 1.1117263442844839e-05, |
| "loss": 0.015, |
| "step": 7228 |
| }, |
| { |
| "epoch": 7.100055370985603, |
| "eval_accuracy": 0.9975124378109452, |
| "eval_loss": 0.007461219094693661, |
| "eval_runtime": 208.3972, |
| "eval_samples_per_second": 3.858, |
| "eval_steps_per_second": 1.929, |
| "step": 7228 |
| }, |
| { |
| "epoch": 8.1, |
| "grad_norm": 0.0014854685869067907, |
| "learning_rate": 5.561707887289283e-06, |
| "loss": 0.0088, |
| "step": 8131 |
| }, |
| { |
| "epoch": 8.1, |
| "eval_accuracy": 0.9975124378109452, |
| "eval_loss": 0.009577390737831593, |
| "eval_runtime": 203.6802, |
| "eval_samples_per_second": 3.947, |
| "eval_steps_per_second": 1.974, |
| "step": 8131 |
| }, |
| { |
| "epoch": 9.099501661129569, |
| "grad_norm": 0.01574859954416752, |
| "learning_rate": 3.076165866863542e-08, |
| "loss": 0.0012, |
| "step": 9030 |
| }, |
| { |
| "epoch": 9.099501661129569, |
| "eval_accuracy": 0.9987562189054726, |
| "eval_loss": 0.004918778780847788, |
| "eval_runtime": 209.2235, |
| "eval_samples_per_second": 3.843, |
| "eval_steps_per_second": 1.921, |
| "step": 9030 |
| }, |
| { |
| "epoch": 9.099501661129569, |
| "step": 9030, |
| "total_flos": 9.005104637867262e+19, |
| "train_loss": 0.9009381401710468, |
| "train_runtime": 33313.7237, |
| "train_samples_per_second": 2.168, |
| "train_steps_per_second": 0.271 |
| } |
| ], |
| "logging_steps": 500, |
| "max_steps": 9030, |
| "num_input_tokens_seen": 0, |
| "num_train_epochs": 9223372036854775807, |
| "save_steps": 500, |
| "stateful_callbacks": { |
| "EarlyStoppingCallback": { |
| "args": { |
| "early_stopping_patience": 5, |
| "early_stopping_threshold": 0.0 |
| }, |
| "attributes": { |
| "early_stopping_patience_counter": 3 |
| } |
| }, |
| "TrainerControl": { |
| "args": { |
| "should_epoch_stop": false, |
| "should_evaluate": false, |
| "should_log": false, |
| "should_save": true, |
| "should_training_stop": true |
| }, |
| "attributes": {} |
| } |
| }, |
| "total_flos": 9.005104637867262e+19, |
| "train_batch_size": 2, |
| "trial_name": null, |
| "trial_params": null |
| } |
|
|