FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  357.95         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  13.354         	|25             	|  333.85         	|  93.266         	|
run_training_batch                 	|  0.2795         	|1000           	|  279.5          	|  78.082         	|
optimizer_step_with_closure_0      	|  0.27615        	|1000           	|  276.15         	|  77.148         	|
training_step_and_backward         	|  0.21189        	|1000           	|  211.89         	|  59.196         	|
backward                           	|  0.10598        	|1000           	|  105.98         	|  29.607         	|
model_forward                      	|  0.10435        	|1000           	|  104.35         	|  29.152         	|
training_step                      	|  0.10416        	|1000           	|  104.16         	|  29.099         	|
get_train_batch                    	|  0.010844       	|1025           	|  11.115         	|  3.1051         	|
fetch_next_train_batch             	|  0.010821       	|1025           	|  11.092         	|  3.0986         	|
on_train_batch_end                 	|  0.0021553      	|1000           	|  2.1553         	|  0.60211        	|
zero_grad                          	|  0.0015336      	|1000           	|  1.5336         	|  0.42843        	|
training_batch_to_device           	|  0.00024515     	|1000           	|  0.24515        	|  0.068488       	|
on_train_batch_start               	|  9.2742e-05     	|1000           	|  0.092742       	|  0.025909       	|
on_train_end                       	|  0.044421       	|1              	|  0.044421       	|  0.01241        	|
on_after_backward                  	|  2.5882e-05     	|1000           	|  0.025882       	|  0.0072306      	|
on_pretrain_routine_start          	|  0.022164       	|1              	|  0.022164       	|  0.0061918      	|
on_batch_start                     	|  1.9442e-05     	|1000           	|  0.019442       	|  0.0054314      	|
on_before_zero_grad                	|  1.7297e-05     	|1000           	|  0.017297       	|  0.0048322      	|
on_batch_end                       	|  1.688e-05      	|1000           	|  0.01688        	|  0.0047156      	|
on_before_optimizer_step           	|  1.4436e-05     	|1000           	|  0.014436       	|  0.004033       	|
on_before_backward                 	|  1.3817e-05     	|1000           	|  0.013817       	|  0.0038601      	|
configure_optimizers               	|  0.010815       	|1              	|  0.010815       	|  0.0030214      	|
on_train_epoch_start               	|  0.00040728     	|25             	|  0.010182       	|  0.0028445      	|
on_train_epoch_end                 	|  0.00037231     	|25             	|  0.0093077      	|  0.0026003      	|
training_step_end                  	|  7.2413e-06     	|1000           	|  0.0072413      	|  0.002023       	|
on_train_start                     	|  0.0011172      	|1              	|  0.0011172      	|  0.0003121      	|
on_epoch_end                       	|  1.3398e-05     	|25             	|  0.00033495     	|  9.3573e-05     	|
on_epoch_start                     	|  1.2118e-05     	|25             	|  0.00030294     	|  8.4631e-05     	|
on_fit_start                       	|  4.0207e-05     	|1              	|  4.0207e-05     	|  1.1232e-05     	|
on_fit_end                         	|  3.3448e-05     	|1              	|  3.3448e-05     	|  9.3441e-06     	|
setup                              	|  2.5542e-05     	|1              	|  2.5542e-05     	|  7.1357e-06     	|
on_before_accelerator_backend_setup	|  2.4743e-05     	|1              	|  2.4743e-05     	|  6.9125e-06     	|
on_configure_sharded_model         	|  2.1815e-05     	|1              	|  2.1815e-05     	|  6.0945e-06     	|
teardown                           	|  1.5426e-05     	|1              	|  1.5426e-05     	|  4.3096e-06     	|
on_pretrain_routine_end            	|  1.4111e-05     	|1              	|  1.4111e-05     	|  3.9422e-06     	|
configure_sharded_model            	|  1.2722e-05     	|1              	|  1.2722e-05     	|  3.5541e-06     	|
prepare_data                       	|  1.2668e-05     	|1              	|  1.2668e-05     	|  3.539e-06      	|
on_train_dataloader                	|  7.6108e-06     	|1              	|  7.6108e-06     	|  2.1262e-06     	|
configure_callbacks                	|  6.8694e-06     	|1              	|  6.8694e-06     	|  1.9191e-06     	|
on_val_dataloader                  	|  6.1337e-06     	|1              	|  6.1337e-06     	|  1.7135e-06     	|
