FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1708.9         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  26.761         	|63             	|  1685.9         	|  98.653         	|
run_training_batch                 	|  0.2064         	|8000           	|  1651.2         	|  96.622         	|
training_step_and_backward         	|  0.19521        	|8000           	|  1561.7         	|  91.383         	|
model_forward                      	|  0.10927        	|8000           	|  874.13         	|  51.151         	|
training_step                      	|  0.10913        	|8000           	|  873.06         	|  51.088         	|
backward                           	|  0.085759       	|8000           	|  686.07         	|  40.146         	|
optimizer_step_with_closure_0      	|  0.25465        	|1000           	|  254.65         	|  14.901         	|
get_train_batch                    	|  0.0022392      	|8063           	|  18.055         	|  1.0565         	|
fetch_next_train_batch             	|  0.0022224      	|8063           	|  17.919         	|  1.0486         	|
on_train_batch_end                 	|  0.0010805      	|8000           	|  8.6438         	|  0.5058         	|
training_batch_to_device           	|  0.00021315     	|8000           	|  1.7052         	|  0.099783       	|
zero_grad                          	|  0.0013298      	|1000           	|  1.3298         	|  0.077812       	|
on_train_batch_start               	|  8.8919e-05     	|8000           	|  0.71135        	|  0.041626       	|
on_batch_start                     	|  1.4758e-05     	|8000           	|  0.11807        	|  0.0069087      	|
on_batch_end                       	|  1.3434e-05     	|8000           	|  0.10747        	|  0.0062889      	|
on_before_backward                 	|  1.3252e-05     	|8000           	|  0.10602        	|  0.0062038      	|
on_after_backward                  	|  1.257e-05      	|8000           	|  0.10056        	|  0.0058842      	|
training_step_end                  	|  5.64e-06       	|8000           	|  0.04512        	|  0.0026402      	|
on_train_end                       	|  0.025535       	|1              	|  0.025535       	|  0.0014942      	|
on_pretrain_routine_start          	|  0.024244       	|1              	|  0.024244       	|  0.0014187      	|
on_train_epoch_start               	|  0.00029591     	|63             	|  0.018642       	|  0.0010909      	|
on_train_epoch_end                 	|  0.00027363     	|63             	|  0.017238       	|  0.0010087      	|
on_before_zero_grad                	|  1.4573e-05     	|1000           	|  0.014573       	|  0.00085274     	|
on_before_optimizer_step           	|  1.1674e-05     	|1000           	|  0.011674       	|  0.00068312     	|
configure_optimizers               	|  0.0079441      	|1              	|  0.0079441      	|  0.00046486     	|
on_train_start                     	|  0.00075053     	|1              	|  0.00075053     	|  4.3918e-05     	|
on_epoch_end                       	|  1.114e-05      	|63             	|  0.00070179     	|  4.1066e-05     	|
on_epoch_start                     	|  1.0681e-05     	|63             	|  0.00067289     	|  3.9375e-05     	|
on_fit_end                         	|  2.3555e-05     	|1              	|  2.3555e-05     	|  1.3783e-06     	|
setup                              	|  2.2442e-05     	|1              	|  2.2442e-05     	|  1.3132e-06     	|
on_before_accelerator_backend_setup	|  2.175e-05      	|1              	|  2.175e-05      	|  1.2727e-06     	|
on_fit_start                       	|  1.6581e-05     	|1              	|  1.6581e-05     	|  9.7026e-07     	|
on_configure_sharded_model         	|  1.6581e-05     	|1              	|  1.6581e-05     	|  9.7024e-07     	|
teardown                           	|  1.0319e-05     	|1              	|  1.0319e-05     	|  6.0383e-07     	|
on_pretrain_routine_end            	|  9.6872e-06     	|1              	|  9.6872e-06     	|  5.6685e-07     	|
prepare_data                       	|  8.455e-06      	|1              	|  8.455e-06      	|  4.9475e-07     	|
configure_callbacks                	|  6.1812e-06     	|1              	|  6.1812e-06     	|  3.617e-07      	|
configure_sharded_model            	|  5.0291e-06     	|1              	|  5.0291e-06     	|  2.9429e-07     	|
on_val_dataloader                  	|  4.7081e-06     	|1              	|  4.7081e-06     	|  2.755e-07      	|
on_train_dataloader                	|  4.268e-06      	|1              	|  4.268e-06      	|  2.4975e-07     	|
