FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  353.38         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  15.695         	|21             	|  329.6          	|  93.271         	|
run_training_batch                 	|  0.28112        	|1000           	|  281.12         	|  79.552         	|
optimizer_step_with_closure_0      	|  0.27789        	|1000           	|  277.89         	|  78.639         	|
training_step_and_backward         	|  0.21453        	|1000           	|  214.53         	|  60.709         	|
backward                           	|  0.10849        	|1000           	|  108.49         	|  30.701         	|
model_forward                      	|  0.10451        	|1000           	|  104.51         	|  29.575         	|
training_step                      	|  0.10432        	|1000           	|  104.32         	|  29.52          	|
get_train_batch                    	|  0.0095733      	|1021           	|  9.7743         	|  2.766          	|
fetch_next_train_batch             	|  0.0095476      	|1021           	|  9.7481         	|  2.7585         	|
on_train_batch_end                 	|  0.0024145      	|1000           	|  2.4145         	|  0.68327        	|
zero_grad                          	|  0.0014992      	|1000           	|  1.4992         	|  0.42424        	|
training_batch_to_device           	|  0.00027294     	|1000           	|  0.27294        	|  0.077237       	|
on_train_batch_start               	|  9.5587e-05     	|1000           	|  0.095587       	|  0.027049       	|
on_train_end                       	|  0.07408        	|1              	|  0.07408        	|  0.020963       	|
on_pretrain_routine_start          	|  0.026005       	|1              	|  0.026005       	|  0.007359       	|
on_after_backward                  	|  2.5984e-05     	|1000           	|  0.025984       	|  0.0073529      	|
on_batch_start                     	|  2.1189e-05     	|1000           	|  0.021189       	|  0.0059961      	|
configure_optimizers               	|  0.018945       	|1              	|  0.018945       	|  0.0053611      	|
on_before_zero_grad                	|  1.7462e-05     	|1000           	|  0.017462       	|  0.0049415      	|
on_batch_end                       	|  1.5952e-05     	|1000           	|  0.015952       	|  0.0045142      	|
on_before_backward                 	|  1.3489e-05     	|1000           	|  0.013489       	|  0.0038172      	|
on_before_optimizer_step           	|  1.3188e-05     	|1000           	|  0.013188       	|  0.0037318      	|
on_train_epoch_end                 	|  0.00043329     	|21             	|  0.0090992      	|  0.0025749      	|
on_train_epoch_start               	|  0.00037745     	|21             	|  0.0079265      	|  0.0022431      	|
training_step_end                  	|  6.9353e-06     	|1000           	|  0.0069353      	|  0.0019626      	|
on_train_start                     	|  0.0011694      	|1              	|  0.0011694      	|  0.00033092     	|
on_epoch_start                     	|  1.1189e-05     	|21             	|  0.00023497     	|  6.6494e-05     	|
on_epoch_end                       	|  1.0846e-05     	|21             	|  0.00022776     	|  6.4452e-05     	|
on_fit_end                         	|  5.2042e-05     	|1              	|  5.2042e-05     	|  1.4727e-05     	|
on_fit_start                       	|  4.4972e-05     	|1              	|  4.4972e-05     	|  1.2726e-05     	|
on_before_accelerator_backend_setup	|  4.4012e-05     	|1              	|  4.4012e-05     	|  1.2455e-05     	|
on_configure_sharded_model         	|  2.8117e-05     	|1              	|  2.8117e-05     	|  7.9565e-06     	|
setup                              	|  2.338e-05      	|1              	|  2.338e-05      	|  6.6161e-06     	|
prepare_data                       	|  1.7967e-05     	|1              	|  1.7967e-05     	|  5.0844e-06     	|
teardown                           	|  1.7507e-05     	|1              	|  1.7507e-05     	|  4.9542e-06     	|
on_pretrain_routine_end            	|  1.4381e-05     	|1              	|  1.4381e-05     	|  4.0697e-06     	|
on_train_dataloader                	|  1.1183e-05     	|1              	|  1.1183e-05     	|  3.1647e-06     	|
on_val_dataloader                  	|  8.8792e-06     	|1              	|  8.8792e-06     	|  2.5127e-06     	|
configure_sharded_model            	|  8.3987e-06     	|1              	|  8.3987e-06     	|  2.3767e-06     	|
configure_callbacks                	|  7.879e-06      	|1              	|  7.879e-06      	|  2.2296e-06     	|
