FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  625.67         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  3.6336         	|167            	|  606.81         	|  96.986         	|
run_training_batch                 	|  0.24737        	|1000           	|  247.37         	|  39.536         	|
optimizer_step_with_closure_0      	|  0.24525        	|1000           	|  245.25         	|  39.198         	|
training_step_and_backward         	|  0.1839         	|1000           	|  183.9          	|  29.392         	|
model_forward                      	|  0.094951       	|1000           	|  94.951         	|  15.176         	|
training_step                      	|  0.094779       	|1000           	|  94.779         	|  15.148         	|
backward                           	|  0.087576       	|1000           	|  87.576         	|  13.997         	|
get_train_batch                    	|  0.064673       	|1167           	|  75.473         	|  12.063         	|
fetch_next_train_batch             	|  0.064646       	|1167           	|  75.442         	|  12.058         	|
on_train_batch_end                 	|  0.0016862      	|1000           	|  1.6862         	|  0.26951        	|
zero_grad                          	|  0.0013393      	|1000           	|  1.3393         	|  0.21406        	|
training_batch_to_device           	|  0.00046845     	|1000           	|  0.46845        	|  0.074871       	|
on_train_batch_start               	|  0.00011241     	|1000           	|  0.11241        	|  0.017966       	|
on_train_epoch_start               	|  0.00031893     	|167            	|  0.053262       	|  0.0085128      	|
on_train_epoch_end                 	|  0.00030171     	|167            	|  0.050386       	|  0.0080531      	|
on_train_end                       	|  0.043621       	|1              	|  0.043621       	|  0.0069719      	|
on_batch_start                     	|  2.7966e-05     	|1000           	|  0.027966       	|  0.0044697      	|
on_pretrain_routine_start          	|  0.021739       	|1              	|  0.021739       	|  0.0034744      	|
on_after_backward                  	|  1.8397e-05     	|1000           	|  0.018397       	|  0.0029404      	|
on_before_zero_grad                	|  1.5847e-05     	|1000           	|  0.015847       	|  0.0025328      	|
on_batch_end                       	|  1.576e-05      	|1000           	|  0.01576        	|  0.0025188      	|
on_before_backward                 	|  1.2231e-05     	|1000           	|  0.012231       	|  0.0019549      	|
on_before_optimizer_step           	|  1.1608e-05     	|1000           	|  0.011608       	|  0.0018553      	|
configure_optimizers               	|  0.0084917      	|1              	|  0.0084917      	|  0.0013572      	|
training_step_end                  	|  6.7576e-06     	|1000           	|  0.0067576      	|  0.0010801      	|
on_epoch_end                       	|  1.2032e-05     	|167            	|  0.0020093      	|  0.00032114     	|
on_epoch_start                     	|  1.1183e-05     	|167            	|  0.0018675      	|  0.00029848     	|
on_train_start                     	|  0.0014107      	|1              	|  0.0014107      	|  0.00022547     	|
on_before_accelerator_backend_setup	|  2.782e-05      	|1              	|  2.782e-05      	|  4.4465e-06     	|
on_fit_end                         	|  2.4665e-05     	|1              	|  2.4665e-05     	|  3.9422e-06     	|
on_fit_start                       	|  2.2646e-05     	|1              	|  2.2646e-05     	|  3.6195e-06     	|
setup                              	|  2.186e-05      	|1              	|  2.186e-05      	|  3.4938e-06     	|
on_configure_sharded_model         	|  2.0625e-05     	|1              	|  2.0625e-05     	|  3.2965e-06     	|
teardown                           	|  1.5369e-05     	|1              	|  1.5369e-05     	|  2.4563e-06     	|
on_pretrain_routine_end            	|  1.1232e-05     	|1              	|  1.1232e-05     	|  1.7951e-06     	|
configure_callbacks                	|  1.0185e-05     	|1              	|  1.0185e-05     	|  1.6278e-06     	|
prepare_data                       	|  8.6483e-06     	|1              	|  8.6483e-06     	|  1.3822e-06     	|
configure_sharded_model            	|  6.2492e-06     	|1              	|  6.2492e-06     	|  9.9879e-07     	|
on_val_dataloader                  	|  5.2787e-06     	|1              	|  5.2787e-06     	|  8.4369e-07     	|
on_train_dataloader                	|  4.9993e-06     	|1              	|  4.9993e-06     	|  7.9903e-07     	|
