FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1325.9         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.6161         	|500            	|  1308.0         	|  98.65          	|
run_training_batch                 	|  0.30021        	|1000           	|  300.21         	|  22.642         	|
optimizer_step_with_closure_0      	|  0.29577        	|1000           	|  295.77         	|  22.307         	|
training_step_and_backward         	|  0.22836        	|1000           	|  228.36         	|  17.223         	|
get_train_batch                    	|  0.13595        	|1500           	|  203.93         	|  15.38          	|
fetch_next_train_batch             	|  0.13591        	|1500           	|  203.87         	|  15.375         	|
model_forward                      	|  0.11341        	|1000           	|  113.41         	|  8.5531         	|
backward                           	|  0.1133         	|1000           	|  113.3          	|  8.5447         	|
training_step                      	|  0.11317        	|1000           	|  113.17         	|  8.5349         	|
on_train_batch_end                 	|  0.0024248      	|1000           	|  2.4248         	|  0.18288        	|
zero_grad                          	|  0.0016103      	|1000           	|  1.6103         	|  0.12144        	|
training_batch_to_device           	|  0.00075272     	|1000           	|  0.75272        	|  0.056769       	|
on_train_epoch_end                 	|  0.0003353      	|500            	|  0.16765        	|  0.012644       	|
on_train_epoch_start               	|  0.00032674     	|500            	|  0.16337        	|  0.012321       	|
on_train_batch_start               	|  0.00012178     	|1000           	|  0.12178        	|  0.0091848      	|
on_train_end                       	|  0.051533       	|1              	|  0.051533       	|  0.0038865      	|
on_batch_start                     	|  5.0958e-05     	|1000           	|  0.050958       	|  0.0038432      	|
on_before_zero_grad                	|  4.0335e-05     	|1000           	|  0.040335       	|  0.003042       	|
on_after_backward                  	|  2.9025e-05     	|1000           	|  0.029025       	|  0.002189       	|
configure_optimizers               	|  0.023232       	|1              	|  0.023232       	|  0.0017521      	|
on_pretrain_routine_start          	|  0.022802       	|1              	|  0.022802       	|  0.0017197      	|
on_before_optimizer_step           	|  1.821e-05      	|1000           	|  0.01821        	|  0.0013734      	|
on_batch_end                       	|  1.7248e-05     	|1000           	|  0.017248       	|  0.0013008      	|
on_before_backward                 	|  1.5917e-05     	|1000           	|  0.015917       	|  0.0012004      	|
training_step_end                  	|  1.1189e-05     	|1000           	|  0.011189       	|  0.00084387     	|
on_epoch_end                       	|  1.1607e-05     	|500            	|  0.0058037      	|  0.0004377      	|
on_epoch_start                     	|  1.1066e-05     	|500            	|  0.0055328      	|  0.00041727     	|
on_train_start                     	|  0.0010522      	|1              	|  0.0010522      	|  7.9358e-05     	|
on_fit_start                       	|  5.0122e-05     	|1              	|  5.0122e-05     	|  3.7801e-06     	|
on_before_accelerator_backend_setup	|  3.7519e-05     	|1              	|  3.7519e-05     	|  2.8296e-06     	|
setup                              	|  3.0348e-05     	|1              	|  3.0348e-05     	|  2.2888e-06     	|
on_fit_end                         	|  2.8044e-05     	|1              	|  2.8044e-05     	|  2.115e-06      	|
on_configure_sharded_model         	|  2.5043e-05     	|1              	|  2.5043e-05     	|  1.8887e-06     	|
teardown                           	|  1.6177e-05     	|1              	|  1.6177e-05     	|  1.2201e-06     	|
on_pretrain_routine_end            	|  1.3944e-05     	|1              	|  1.3944e-05     	|  1.0516e-06     	|
prepare_data                       	|  1.3668e-05     	|1              	|  1.3668e-05     	|  1.0308e-06     	|
configure_sharded_model            	|  9.2331e-06     	|1              	|  9.2331e-06     	|  6.9635e-07     	|
on_val_dataloader                  	|  8.7973e-06     	|1              	|  8.7973e-06     	|  6.6348e-07     	|
on_train_dataloader                	|  7.9386e-06     	|1              	|  7.9386e-06     	|  5.9872e-07     	|
configure_callbacks                	|  7.363e-06      	|1              	|  7.363e-06      	|  5.5531e-07     	|
