FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  395.37         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  14.738         	|25             	|  368.45         	|  93.191         	|
run_training_batch                 	|  0.35584        	|1000           	|  355.84         	|  90.002         	|
optimizer_step_with_closure_0      	|  0.35313        	|1000           	|  353.13         	|  89.316         	|
training_step_and_backward         	|  0.27488        	|1000           	|  274.88         	|  69.526         	|
model_forward                      	|  0.16259        	|1000           	|  162.59         	|  41.125         	|
training_step                      	|  0.16246        	|1000           	|  162.46         	|  41.091         	|
backward                           	|  0.11099        	|1000           	|  110.99         	|  28.072         	|
get_train_batch                    	|  0.0042588      	|1025           	|  4.3653         	|  1.1041         	|
fetch_next_train_batch             	|  0.0042418      	|1025           	|  4.3479         	|  1.0997         	|
zero_grad                          	|  0.0012751      	|1000           	|  1.2751         	|  0.32252        	|
on_train_batch_end                 	|  0.0012157      	|1000           	|  1.2157         	|  0.30748        	|
training_batch_to_device           	|  0.0002398      	|1000           	|  0.2398         	|  0.060653       	|
on_train_batch_start               	|  9.024e-05      	|1000           	|  0.09024        	|  0.022825       	|
on_train_end                       	|  0.023826       	|1              	|  0.023826       	|  0.0060264      	|
on_pretrain_routine_start          	|  0.022778       	|1              	|  0.022778       	|  0.0057614      	|
on_batch_start                     	|  1.5179e-05     	|1000           	|  0.015179       	|  0.0038393      	|
on_before_zero_grad                	|  1.3907e-05     	|1000           	|  0.013907       	|  0.0035176      	|
on_batch_end                       	|  1.3623e-05     	|1000           	|  0.013623       	|  0.0034458      	|
on_before_optimizer_step           	|  1.1907e-05     	|1000           	|  0.011907       	|  0.0030117      	|
on_after_backward                  	|  1.1539e-05     	|1000           	|  0.011539       	|  0.0029186      	|
on_before_backward                 	|  1.0798e-05     	|1000           	|  0.010798       	|  0.0027312      	|
configure_optimizers               	|  0.0082617      	|1              	|  0.0082617      	|  0.0020896      	|
on_train_epoch_start               	|  0.00029067     	|25             	|  0.0072668      	|  0.001838       	|
on_train_epoch_end                 	|  0.00028982     	|25             	|  0.0072455      	|  0.0018326      	|
training_step_end                  	|  5.844e-06      	|1000           	|  0.005844       	|  0.0014781      	|
on_train_start                     	|  0.00068091     	|1              	|  0.00068091     	|  0.00017222     	|
on_epoch_start                     	|  1.0916e-05     	|25             	|  0.0002729      	|  6.9025e-05     	|
on_epoch_end                       	|  1.0385e-05     	|25             	|  0.00025963     	|  6.5668e-05     	|
on_fit_end                         	|  2.3655e-05     	|1              	|  2.3655e-05     	|  5.9831e-06     	|
on_before_accelerator_backend_setup	|  2.0068e-05     	|1              	|  2.0068e-05     	|  5.0758e-06     	|
setup                              	|  1.621e-05      	|1              	|  1.621e-05      	|  4.1e-06        	|
on_fit_start                       	|  1.602e-05      	|1              	|  1.602e-05      	|  4.0519e-06     	|
on_configure_sharded_model         	|  1.5058e-05     	|1              	|  1.5058e-05     	|  3.8086e-06     	|
teardown                           	|  1.1181e-05     	|1              	|  1.1181e-05     	|  2.828e-06      	|
on_pretrain_routine_end            	|  9.2681e-06     	|1              	|  9.2681e-06     	|  2.3442e-06     	|
prepare_data                       	|  7.684e-06      	|1              	|  7.684e-06      	|  1.9435e-06     	|
configure_callbacks                	|  6.392e-06      	|1              	|  6.392e-06      	|  1.6167e-06     	|
configure_sharded_model            	|  4.509e-06      	|1              	|  4.509e-06      	|  1.1405e-06     	|
on_train_dataloader                	|  4.188e-06      	|1              	|  4.188e-06      	|  1.0593e-06     	|
on_val_dataloader                  	|  4.148e-06      	|1              	|  4.148e-06      	|  1.0492e-06     	|
