FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  658.64         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  3.1635         	|200            	|  632.7          	|  96.062         	|
run_training_batch                 	|  0.31511        	|1000           	|  315.11         	|  47.842         	|
optimizer_step_with_closure_0      	|  0.31026        	|1000           	|  310.26         	|  47.106         	|
training_step_and_backward         	|  0.24069        	|1000           	|  240.69         	|  36.544         	|
model_forward                      	|  0.12116        	|1000           	|  121.16         	|  18.396         	|
training_step                      	|  0.12092        	|1000           	|  120.92         	|  18.359         	|
backward                           	|  0.11788        	|1000           	|  117.88         	|  17.898         	|
get_train_batch                    	|  0.0486         	|1200           	|  58.32          	|  8.8547         	|
fetch_next_train_batch             	|  0.048565       	|1200           	|  58.277         	|  8.8482         	|
on_train_batch_end                 	|  0.0030772      	|1000           	|  3.0772         	|  0.46721        	|
zero_grad                          	|  0.0016088      	|1000           	|  1.6088         	|  0.24426        	|
training_batch_to_device           	|  0.00052245     	|1000           	|  0.52245        	|  0.079322       	|
on_train_batch_start               	|  0.00010931     	|1000           	|  0.10931        	|  0.016597       	|
on_train_epoch_end                 	|  0.00042395     	|200            	|  0.084791       	|  0.012874       	|
on_train_epoch_start               	|  0.00041212     	|200            	|  0.082424       	|  0.012514       	|
on_train_end                       	|  0.054212       	|1              	|  0.054212       	|  0.0082309      	|
on_batch_start                     	|  3.6919e-05     	|1000           	|  0.036919       	|  0.0056053      	|
on_after_backward                  	|  3.1538e-05     	|1000           	|  0.031538       	|  0.0047883      	|
on_pretrain_routine_start          	|  0.023363       	|1              	|  0.023363       	|  0.0035472      	|
on_before_zero_grad                	|  2.1704e-05     	|1000           	|  0.021704       	|  0.0032952      	|
configure_optimizers               	|  0.01912        	|1              	|  0.01912        	|  0.0029029      	|
on_batch_end                       	|  1.8162e-05     	|1000           	|  0.018162       	|  0.0027575      	|
on_before_optimizer_step           	|  1.5518e-05     	|1000           	|  0.015518       	|  0.002356       	|
on_before_backward                 	|  1.4425e-05     	|1000           	|  0.014425       	|  0.0021901      	|
training_step_end                  	|  9.071e-06      	|1000           	|  0.009071       	|  0.0013772      	|
on_epoch_end                       	|  1.2459e-05     	|200            	|  0.0024919      	|  0.00037834     	|
on_epoch_start                     	|  1.1298e-05     	|200            	|  0.0022596      	|  0.00034307     	|
on_train_start                     	|  0.0010795      	|1              	|  0.0010795      	|  0.0001639      	|
on_fit_start                       	|  4.1729e-05     	|1              	|  4.1729e-05     	|  6.3356e-06     	|
on_fit_end                         	|  3.6353e-05     	|1              	|  3.6353e-05     	|  5.5195e-06     	|
on_before_accelerator_backend_setup	|  3.4558e-05     	|1              	|  3.4558e-05     	|  5.2468e-06     	|
setup                              	|  3.3936e-05     	|1              	|  3.3936e-05     	|  5.1524e-06     	|
on_configure_sharded_model         	|  2.7042e-05     	|1              	|  2.7042e-05     	|  4.1057e-06     	|
teardown                           	|  1.7114e-05     	|1              	|  1.7114e-05     	|  2.5984e-06     	|
prepare_data                       	|  1.603e-05      	|1              	|  1.603e-05      	|  2.4338e-06     	|
on_pretrain_routine_end            	|  1.4976e-05     	|1              	|  1.4976e-05     	|  2.2737e-06     	|
configure_sharded_model            	|  1.0889e-05     	|1              	|  1.0889e-05     	|  1.6533e-06     	|
configure_callbacks                	|  8.8587e-06     	|1              	|  8.8587e-06     	|  1.345e-06      	|
on_val_dataloader                  	|  7.3686e-06     	|1              	|  7.3686e-06     	|  1.1188e-06     	|
on_train_dataloader                	|  5.912e-06      	|1              	|  5.912e-06      	|  8.9762e-07     	|
