FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  708.05         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  3.4446         	|200            	|  688.91         	|  97.297         	|
run_training_batch                 	|  0.28807        	|1000           	|  288.07         	|  40.685         	|
optimizer_step_with_closure_0      	|  0.28436        	|1000           	|  284.36         	|  40.161         	|
training_step_and_backward         	|  0.21926        	|1000           	|  219.26         	|  30.967         	|
model_forward                      	|  0.11217        	|1000           	|  112.17         	|  15.842         	|
training_step                      	|  0.11195        	|1000           	|  111.95         	|  15.811         	|
backward                           	|  0.10552        	|1000           	|  105.52         	|  14.903         	|
get_train_batch                    	|  0.063931       	|1200           	|  76.718         	|  10.835         	|
fetch_next_train_batch             	|  0.063899       	|1200           	|  76.679         	|  10.83          	|
on_train_batch_end                 	|  0.0023535      	|1000           	|  2.3535         	|  0.3324         	|
zero_grad                          	|  0.0015319      	|1000           	|  1.5319         	|  0.21635        	|
training_batch_to_device           	|  0.00047403     	|1000           	|  0.47403        	|  0.066949       	|
on_train_batch_start               	|  0.0001048      	|1000           	|  0.1048         	|  0.014801       	|
on_train_epoch_start               	|  0.00034873     	|200            	|  0.069746       	|  0.0098505      	|
on_train_epoch_end                 	|  0.0003273      	|200            	|  0.06546        	|  0.0092452      	|
on_train_end                       	|  0.045527       	|1              	|  0.045527       	|  0.0064299      	|
on_batch_start                     	|  3.592e-05      	|1000           	|  0.03592        	|  0.0050732      	|
on_after_backward                  	|  3.0264e-05     	|1000           	|  0.030264       	|  0.0042743      	|
on_pretrain_routine_start          	|  0.022797       	|1              	|  0.022797       	|  0.0032196      	|
on_before_zero_grad                	|  2.2327e-05     	|1000           	|  0.022327       	|  0.0031533      	|
on_batch_end                       	|  1.6779e-05     	|1000           	|  0.016779       	|  0.0023698      	|
on_before_optimizer_step           	|  1.5816e-05     	|1000           	|  0.015816       	|  0.0022338      	|
on_before_backward                 	|  1.4912e-05     	|1000           	|  0.014912       	|  0.002106       	|
configure_optimizers               	|  0.010316       	|1              	|  0.010316       	|  0.0014569      	|
training_step_end                  	|  9.0402e-06     	|1000           	|  0.0090402      	|  0.0012768      	|
on_epoch_end                       	|  1.2037e-05     	|200            	|  0.0024074      	|  0.00034        	|
on_epoch_start                     	|  1.1366e-05     	|200            	|  0.0022732      	|  0.00032105     	|
on_train_start                     	|  0.0011094      	|1              	|  0.0011094      	|  0.00015669     	|
on_fit_end                         	|  6.8961e-05     	|1              	|  6.8961e-05     	|  9.7396e-06     	|
on_fit_start                       	|  5.3955e-05     	|1              	|  5.3955e-05     	|  7.6203e-06     	|
setup                              	|  2.5898e-05     	|1              	|  2.5898e-05     	|  3.6577e-06     	|
on_before_accelerator_backend_setup	|  2.3937e-05     	|1              	|  2.3937e-05     	|  3.3807e-06     	|
on_configure_sharded_model         	|  2.2167e-05     	|1              	|  2.2167e-05     	|  3.1308e-06     	|
teardown                           	|  1.6045e-05     	|1              	|  1.6045e-05     	|  2.2661e-06     	|
on_pretrain_routine_end            	|  1.4063e-05     	|1              	|  1.4063e-05     	|  1.9862e-06     	|
prepare_data                       	|  9.6876e-06     	|1              	|  9.6876e-06     	|  1.3682e-06     	|
on_val_dataloader                  	|  8.2348e-06     	|1              	|  8.2348e-06     	|  1.163e-06      	|
configure_sharded_model            	|  8.0708e-06     	|1              	|  8.0708e-06     	|  1.1399e-06     	|
configure_callbacks                	|  7.2233e-06     	|1              	|  7.2233e-06     	|  1.0202e-06     	|
on_train_dataloader                	|  7.1246e-06     	|1              	|  7.1246e-06     	|  1.0062e-06     	|
