FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  454.77         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.1557         	|200            	|  431.14         	|  94.804         	|
run_training_batch                 	|  0.36024        	|1000           	|  360.24         	|  79.213         	|
optimizer_step_with_closure_0      	|  0.35755        	|1000           	|  357.55         	|  78.621         	|
training_step_and_backward         	|  0.27819        	|1000           	|  278.19         	|  61.172         	|
model_forward                      	|  0.16429        	|1000           	|  164.29         	|  36.125         	|
training_step                      	|  0.16414        	|1000           	|  164.14         	|  36.092         	|
backward                           	|  0.11254        	|1000           	|  112.54         	|  24.748         	|
get_train_batch                    	|  0.016614       	|1200           	|  19.937         	|  4.384          	|
fetch_next_train_batch             	|  0.016589       	|1200           	|  19.907         	|  4.3774         	|
zero_grad                          	|  0.0013361      	|1000           	|  1.3361         	|  0.29379        	|
on_train_batch_end                 	|  0.0012379      	|1000           	|  1.2379         	|  0.27219        	|
training_batch_to_device           	|  0.00034208     	|1000           	|  0.34208        	|  0.075221       	|
on_train_batch_start               	|  9.7694e-05     	|1000           	|  0.097694       	|  0.021482       	|
on_train_epoch_start               	|  0.00027177     	|200            	|  0.054353       	|  0.011952       	|
on_train_epoch_end                 	|  0.00026935     	|200            	|  0.05387        	|  0.011845       	|
on_train_end                       	|  0.024145       	|1              	|  0.024145       	|  0.0053093      	|
on_batch_start                     	|  2.2873e-05     	|1000           	|  0.022873       	|  0.0050295      	|
on_pretrain_routine_start          	|  0.02235        	|1              	|  0.02235        	|  0.0049144      	|
on_before_zero_grad                	|  1.6276e-05     	|1000           	|  0.016276       	|  0.0035789      	|
on_batch_end                       	|  1.4115e-05     	|1000           	|  0.014115       	|  0.0031037      	|
on_before_optimizer_step           	|  1.1798e-05     	|1000           	|  0.011798       	|  0.0025942      	|
on_after_backward                  	|  1.1489e-05     	|1000           	|  0.011489       	|  0.0025264      	|
on_before_backward                 	|  1.1442e-05     	|1000           	|  0.011442       	|  0.0025159      	|
configure_optimizers               	|  0.0082159      	|1              	|  0.0082159      	|  0.0018066      	|
training_step_end                  	|  6.4243e-06     	|1000           	|  0.0064243      	|  0.0014126      	|
on_epoch_start                     	|  1.0864e-05     	|200            	|  0.0021729      	|  0.00047779     	|
on_epoch_end                       	|  1.0501e-05     	|200            	|  0.0021001      	|  0.0004618      	|
on_train_start                     	|  0.00077477     	|1              	|  0.00077477     	|  0.00017036     	|
on_before_accelerator_backend_setup	|  2.6219e-05     	|1              	|  2.6219e-05     	|  5.7653e-06     	|
on_fit_end                         	|  2.0298e-05     	|1              	|  2.0298e-05     	|  4.4633e-06     	|
on_fit_start                       	|  1.6591e-05     	|1              	|  1.6591e-05     	|  3.6482e-06     	|
setup                              	|  1.575e-05      	|1              	|  1.575e-05      	|  3.4633e-06     	|
on_configure_sharded_model         	|  1.3595e-05     	|1              	|  1.3595e-05     	|  2.9894e-06     	|
teardown                           	|  1.068e-05      	|1              	|  1.068e-05      	|  2.3484e-06     	|
on_pretrain_routine_end            	|  9.978e-06      	|1              	|  9.978e-06      	|  2.1941e-06     	|
prepare_data                       	|  8.055e-06      	|1              	|  8.055e-06      	|  1.7712e-06     	|
configure_callbacks                	|  7.1439e-06     	|1              	|  7.1439e-06     	|  1.5709e-06     	|
configure_sharded_model            	|  5.0199e-06     	|1              	|  5.0199e-06     	|  1.1038e-06     	|
on_val_dataloader                  	|  4.629e-06      	|1              	|  4.629e-06      	|  1.0179e-06     	|
on_train_dataloader                	|  4.2779e-06     	|1              	|  4.2779e-06     	|  9.4067e-07     	|
