FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  463.82         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.2004         	|200            	|  440.08         	|  94.882         	|
run_training_batch                 	|  0.36691        	|1000           	|  366.91         	|  79.105         	|
optimizer_step_with_closure_0      	|  0.36416        	|1000           	|  364.16         	|  78.514         	|
training_step_and_backward         	|  0.28429        	|1000           	|  284.29         	|  61.294         	|
model_forward                      	|  0.16748        	|1000           	|  167.48         	|  36.109         	|
training_step                      	|  0.16733        	|1000           	|  167.33         	|  36.077         	|
backward                           	|  0.11546        	|1000           	|  115.46         	|  24.892         	|
get_train_batch                    	|  0.017189       	|1200           	|  20.626         	|  4.447          	|
fetch_next_train_batch             	|  0.017163       	|1200           	|  20.596         	|  4.4404         	|
zero_grad                          	|  0.0013282      	|1000           	|  1.3282         	|  0.28635        	|
on_train_batch_end                 	|  0.0012889      	|1000           	|  1.2889         	|  0.2779         	|
training_batch_to_device           	|  0.0003465      	|1000           	|  0.3465         	|  0.074705       	|
on_train_batch_start               	|  9.7035e-05     	|1000           	|  0.097035       	|  0.020921       	|
on_train_epoch_start               	|  0.00027166     	|200            	|  0.054332       	|  0.011714       	|
on_train_epoch_end                 	|  0.00024944     	|200            	|  0.049888       	|  0.010756       	|
on_train_end                       	|  0.023501       	|1              	|  0.023501       	|  0.0050667      	|
on_pretrain_routine_start          	|  0.022963       	|1              	|  0.022963       	|  0.0049508      	|
on_batch_start                     	|  2.2652e-05     	|1000           	|  0.022652       	|  0.0048839      	|
on_before_zero_grad                	|  1.6134e-05     	|1000           	|  0.016134       	|  0.0034785      	|
on_batch_end                       	|  1.3801e-05     	|1000           	|  0.013801       	|  0.0029756      	|
on_after_backward                  	|  1.2164e-05     	|1000           	|  0.012164       	|  0.0026225      	|
on_before_optimizer_step           	|  1.1907e-05     	|1000           	|  0.011907       	|  0.0025671      	|
on_before_backward                 	|  1.042e-05      	|1000           	|  0.01042        	|  0.0022466      	|
configure_optimizers               	|  0.0091196      	|1              	|  0.0091196      	|  0.0019662      	|
training_step_end                  	|  6.9725e-06     	|1000           	|  0.0069725      	|  0.0015033      	|
on_epoch_start                     	|  1.109e-05      	|200            	|  0.002218       	|  0.00047819     	|
on_epoch_end                       	|  1.0454e-05     	|200            	|  0.0020907      	|  0.00045076     	|
on_train_start                     	|  0.00076807     	|1              	|  0.00076807     	|  0.0001656      	|
on_before_accelerator_backend_setup	|  2.2041e-05     	|1              	|  2.2041e-05     	|  4.7521e-06     	|
on_fit_end                         	|  2.163e-05      	|1              	|  2.163e-05      	|  4.6635e-06     	|
on_fit_start                       	|  1.8815e-05     	|1              	|  1.8815e-05     	|  4.0565e-06     	|
on_configure_sharded_model         	|  1.3917e-05     	|1              	|  1.3917e-05     	|  3.0005e-06     	|
setup                              	|  1.3816e-05     	|1              	|  1.3816e-05     	|  2.9788e-06     	|
on_pretrain_routine_end            	|  1.0129e-05     	|1              	|  1.0129e-05     	|  2.1838e-06     	|
teardown                           	|  9.648e-06      	|1              	|  9.648e-06      	|  2.0801e-06     	|
prepare_data                       	|  8.0761e-06     	|1              	|  8.0761e-06     	|  1.7412e-06     	|
configure_callbacks                	|  4.8389e-06     	|1              	|  4.8389e-06     	|  1.0433e-06     	|
on_train_dataloader                	|  4.5691e-06     	|1              	|  4.5691e-06     	|  9.851e-07      	|
configure_sharded_model            	|  4.479e-06      	|1              	|  4.479e-06      	|  9.6567e-07     	|
on_val_dataloader                  	|  4.348e-06      	|1              	|  4.348e-06      	|  9.3743e-07     	|
