FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  375.3          	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  5.5936         	|63             	|  352.4          	|  93.898         	|
run_training_batch                 	|  0.32914        	|1000           	|  329.14         	|  87.702         	|
optimizer_step_with_closure_0      	|  0.32644        	|1000           	|  326.44         	|  86.982         	|
training_step_and_backward         	|  0.24614        	|1000           	|  246.14         	|  65.586         	|
model_forward                      	|  0.15171        	|1000           	|  151.71         	|  40.424         	|
training_step                      	|  0.15157        	|1000           	|  151.57         	|  40.387         	|
backward                           	|  0.093134       	|1000           	|  93.134         	|  24.816         	|
get_train_batch                    	|  0.0073748      	|1063           	|  7.8395         	|  2.0889         	|
fetch_next_train_batch             	|  0.0073559      	|1063           	|  7.8193         	|  2.0835         	|
zero_grad                          	|  0.0012736      	|1000           	|  1.2736         	|  0.33936        	|
on_train_batch_end                 	|  0.0012034      	|1000           	|  1.2034         	|  0.32066        	|
training_batch_to_device           	|  0.00022267     	|1000           	|  0.22267        	|  0.059331       	|
on_train_batch_start               	|  9.2504e-05     	|1000           	|  0.092504       	|  0.024648       	|
on_train_end                       	|  0.024901       	|1              	|  0.024901       	|  0.0066349      	|
on_pretrain_routine_start          	|  0.022462       	|1              	|  0.022462       	|  0.0059852      	|
on_train_epoch_start               	|  0.0003084      	|63             	|  0.019429       	|  0.005177       	|
on_train_epoch_end                 	|  0.00029143     	|63             	|  0.01836        	|  0.0048922      	|
on_batch_start                     	|  1.6229e-05     	|1000           	|  0.016229       	|  0.0043242      	|
on_batch_end                       	|  1.3913e-05     	|1000           	|  0.013913       	|  0.0037071      	|
on_before_zero_grad                	|  1.3775e-05     	|1000           	|  0.013775       	|  0.0036704      	|
on_after_backward                  	|  1.1405e-05     	|1000           	|  0.011405       	|  0.0030389      	|
on_before_optimizer_step           	|  1.0728e-05     	|1000           	|  0.010728       	|  0.0028586      	|
on_before_backward                 	|  1.0319e-05     	|1000           	|  0.010319       	|  0.0027494      	|
configure_optimizers               	|  0.0086432      	|1              	|  0.0086432      	|  0.002303       	|
training_step_end                  	|  6.0966e-06     	|1000           	|  0.0060966      	|  0.0016245      	|
on_train_start                     	|  0.00072379     	|1              	|  0.00072379     	|  0.00019286     	|
on_epoch_start                     	|  1.076e-05      	|63             	|  0.00067785     	|  0.00018062     	|
on_epoch_end                       	|  1.0077e-05     	|63             	|  0.00063488     	|  0.00016917     	|
on_fit_end                         	|  2.0349e-05     	|1              	|  2.0349e-05     	|  5.4221e-06     	|
on_before_accelerator_backend_setup	|  1.8955e-05     	|1              	|  1.8955e-05     	|  5.0506e-06     	|
on_fit_start                       	|  1.579e-05      	|1              	|  1.579e-05      	|  4.2073e-06     	|
setup                              	|  1.4177e-05     	|1              	|  1.4177e-05     	|  3.7775e-06     	|
on_configure_sharded_model         	|  1.3776e-05     	|1              	|  1.3776e-05     	|  3.6707e-06     	|
teardown                           	|  1.0109e-05     	|1              	|  1.0109e-05     	|  2.6936e-06     	|
on_pretrain_routine_end            	|  1.0109e-05     	|1              	|  1.0109e-05     	|  2.6936e-06     	|
prepare_data                       	|  6.8629e-06     	|1              	|  6.8629e-06     	|  1.8287e-06     	|
configure_callbacks                	|  5.13e-06       	|1              	|  5.13e-06       	|  1.3669e-06     	|
on_val_dataloader                  	|  4.4981e-06     	|1              	|  4.4981e-06     	|  1.1985e-06     	|
configure_sharded_model            	|  4.268e-06      	|1              	|  4.268e-06      	|  1.1372e-06     	|
on_train_dataloader                	|  3.9169e-06     	|1              	|  3.9169e-06     	|  1.0437e-06     	|
