| { |
| "best_metric": 0.9975093399750934, |
| "best_model_checkpoint": "/media/cse/HDD/Shawon/shawon/BdSLW60_10_Fold/VideoMAE_Kinetics_fold__8__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": 8.002636909484863, |
| "learning_rate": 4.9889258028792915e-05, |
| "loss": 8.2629, |
| "step": 903 |
| }, |
| { |
| "epoch": 0.1, |
| "eval_accuracy": 0.958904109589041, |
| "eval_loss": 0.2782014310359955, |
| "eval_runtime": 300.0922, |
| "eval_samples_per_second": 2.676, |
| "eval_steps_per_second": 1.34, |
| "step": 903 |
| }, |
| { |
| "epoch": 1.1000553709856036, |
| "grad_norm": 0.9656332731246948, |
| "learning_rate": 4.44567491079119e-05, |
| "loss": 0.3726, |
| "step": 1807 |
| }, |
| { |
| "epoch": 1.1000553709856036, |
| "eval_accuracy": 0.9863013698630136, |
| "eval_loss": 0.055425312370061874, |
| "eval_runtime": 289.0943, |
| "eval_samples_per_second": 2.778, |
| "eval_steps_per_second": 1.391, |
| "step": 1807 |
| }, |
| { |
| "epoch": 2.1, |
| "grad_norm": 0.03873191028833389, |
| "learning_rate": 3.8901193552356345e-05, |
| "loss": 0.0963, |
| "step": 2710 |
| }, |
| { |
| "epoch": 2.1, |
| "eval_accuracy": 0.9912826899128269, |
| "eval_loss": 0.04546733945608139, |
| "eval_runtime": 304.3393, |
| "eval_samples_per_second": 2.639, |
| "eval_steps_per_second": 1.321, |
| "step": 2710 |
| }, |
| { |
| "epoch": 3.1000553709856034, |
| "grad_norm": 0.03396732732653618, |
| "learning_rate": 3.333948566506706e-05, |
| "loss": 0.0519, |
| "step": 3614 |
| }, |
| { |
| "epoch": 3.1000553709856034, |
| "eval_accuracy": 0.9950186799501868, |
| "eval_loss": 0.018301254138350487, |
| "eval_runtime": 310.8437, |
| "eval_samples_per_second": 2.583, |
| "eval_steps_per_second": 1.293, |
| "step": 3614 |
| }, |
| { |
| "epoch": 4.1, |
| "grad_norm": 0.015367120504379272, |
| "learning_rate": 2.7790082441245237e-05, |
| "loss": 0.03, |
| "step": 4517 |
| }, |
| { |
| "epoch": 4.1, |
| "eval_accuracy": 0.9962640099626401, |
| "eval_loss": 0.014713004231452942, |
| "eval_runtime": 308.3156, |
| "eval_samples_per_second": 2.604, |
| "eval_steps_per_second": 1.304, |
| "step": 4517 |
| }, |
| { |
| "epoch": 5.100055370985603, |
| "grad_norm": 0.004228716250509024, |
| "learning_rate": 2.2234526885689677e-05, |
| "loss": 0.0322, |
| "step": 5421 |
| }, |
| { |
| "epoch": 5.100055370985603, |
| "eval_accuracy": 0.9962640099626401, |
| "eval_loss": 0.008628424257040024, |
| "eval_runtime": 292.2465, |
| "eval_samples_per_second": 2.748, |
| "eval_steps_per_second": 1.376, |
| "step": 5421 |
| }, |
| { |
| "epoch": 6.1, |
| "grad_norm": 0.002629685215651989, |
| "learning_rate": 1.667897133013412e-05, |
| "loss": 0.0127, |
| "step": 6324 |
| }, |
| { |
| "epoch": 6.1, |
| "eval_accuracy": 0.9975093399750934, |
| "eval_loss": 0.007017777767032385, |
| "eval_runtime": 330.412, |
| "eval_samples_per_second": 2.43, |
| "eval_steps_per_second": 1.217, |
| "step": 6324 |
| }, |
| { |
| "epoch": 7.100055370985603, |
| "grad_norm": 0.004656670615077019, |
| "learning_rate": 1.1117263442844839e-05, |
| "loss": 0.01, |
| "step": 7228 |
| }, |
| { |
| "epoch": 7.100055370985603, |
| "eval_accuracy": 0.9937733499377335, |
| "eval_loss": 0.015766123309731483, |
| "eval_runtime": 292.476, |
| "eval_samples_per_second": 2.746, |
| "eval_steps_per_second": 1.374, |
| "step": 7228 |
| }, |
| { |
| "epoch": 8.1, |
| "grad_norm": 0.007820460945367813, |
| "learning_rate": 5.561707887289283e-06, |
| "loss": 0.0021, |
| "step": 8131 |
| }, |
| { |
| "epoch": 8.1, |
| "eval_accuracy": 0.9950186799501868, |
| "eval_loss": 0.03556203469634056, |
| "eval_runtime": 308.8119, |
| "eval_samples_per_second": 2.6, |
| "eval_steps_per_second": 1.302, |
| "step": 8131 |
| }, |
| { |
| "epoch": 9.099501661129569, |
| "grad_norm": 0.001729225623421371, |
| "learning_rate": 3.076165866863542e-08, |
| "loss": 0.001, |
| "step": 9030 |
| }, |
| { |
| "epoch": 9.099501661129569, |
| "eval_accuracy": 0.9975093399750934, |
| "eval_loss": 0.013774344697594643, |
| "eval_runtime": 291.1905, |
| "eval_samples_per_second": 2.758, |
| "eval_steps_per_second": 1.381, |
| "step": 9030 |
| }, |
| { |
| "epoch": 9.099501661129569, |
| "step": 9030, |
| "total_flos": 9.006226676074414e+19, |
| "train_loss": 0.8872166719547537, |
| "train_runtime": 33380.5956, |
| "train_samples_per_second": 2.164, |
| "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": 9.006226676074414e+19, |
| "train_batch_size": 2, |
| "trial_name": null, |
| "trial_params": null |
| } |
|
|
