FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  463.09         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.1963         	|200            	|  439.26         	|  94.854         	|
run_training_batch                 	|  0.36655        	|1000           	|  366.55         	|  79.153         	|
optimizer_step_with_closure_0      	|  0.36387        	|1000           	|  363.87         	|  78.575         	|
training_step_and_backward         	|  0.28385        	|1000           	|  283.85         	|  61.296         	|
model_forward                      	|  0.16693        	|1000           	|  166.93         	|  36.048         	|
training_step                      	|  0.16679        	|1000           	|  166.79         	|  36.016         	|
backward                           	|  0.11559        	|1000           	|  115.59         	|  24.96          	|
get_train_batch                    	|  0.016546       	|1200           	|  19.855         	|  4.2876         	|
fetch_next_train_batch             	|  0.016521       	|1200           	|  19.826         	|  4.2812         	|
zero_grad                          	|  0.0013058      	|1000           	|  1.3058         	|  0.28198        	|
on_train_batch_end                 	|  0.0012432      	|1000           	|  1.2432         	|  0.26845        	|
training_batch_to_device           	|  0.00034138     	|1000           	|  0.34138        	|  0.073718       	|
on_train_batch_start               	|  9.9364e-05     	|1000           	|  0.099364       	|  0.021457       	|
on_train_epoch_start               	|  0.00027253     	|200            	|  0.054505       	|  0.01177        	|
on_train_epoch_end                 	|  0.00025252     	|200            	|  0.050505       	|  0.010906       	|
on_batch_start                     	|  2.4266e-05     	|1000           	|  0.024266       	|  0.0052399      	|
on_train_end                       	|  0.024018       	|1              	|  0.024018       	|  0.0051866      	|
on_pretrain_routine_start          	|  0.022263       	|1              	|  0.022263       	|  0.0048076      	|
on_before_zero_grad                	|  1.6793e-05     	|1000           	|  0.016793       	|  0.0036263      	|
on_batch_end                       	|  1.3577e-05     	|1000           	|  0.013577       	|  0.0029319      	|
on_after_backward                  	|  1.1946e-05     	|1000           	|  0.011946       	|  0.0025796      	|
on_before_optimizer_step           	|  1.1126e-05     	|1000           	|  0.011126       	|  0.0024025      	|
on_before_backward                 	|  1.0944e-05     	|1000           	|  0.010944       	|  0.0023633      	|
configure_optimizers               	|  0.0084618      	|1              	|  0.0084618      	|  0.0018273      	|
training_step_end                  	|  6.5406e-06     	|1000           	|  0.0065406      	|  0.0014124      	|
on_epoch_start                     	|  1.0692e-05     	|200            	|  0.0021385      	|  0.00046179     	|
on_epoch_end                       	|  1.0653e-05     	|200            	|  0.0021305      	|  0.00046007     	|
on_train_start                     	|  0.00081811     	|1              	|  0.00081811     	|  0.00017666     	|
on_fit_end                         	|  2.1851e-05     	|1              	|  2.1851e-05     	|  4.7186e-06     	|
on_before_accelerator_backend_setup	|  2.1701e-05     	|1              	|  2.1701e-05     	|  4.6862e-06     	|
on_fit_start                       	|  1.636e-05      	|1              	|  1.636e-05      	|  3.5328e-06     	|
setup                              	|  1.5319e-05     	|1              	|  1.5319e-05     	|  3.308e-06      	|
on_pretrain_routine_end            	|  1.3776e-05     	|1              	|  1.3776e-05     	|  2.9748e-06     	|
on_configure_sharded_model         	|  1.3365e-05     	|1              	|  1.3365e-05     	|  2.8861e-06     	|
teardown                           	|  1.0629e-05     	|1              	|  1.0629e-05     	|  2.2952e-06     	|
prepare_data                       	|  8.345e-06      	|1              	|  8.345e-06      	|  1.802e-06      	|
configure_callbacks                	|  7.243e-06      	|1              	|  7.243e-06      	|  1.5641e-06     	|
on_val_dataloader                  	|  4.2369e-06     	|1              	|  4.2369e-06     	|  9.1493e-07     	|
on_train_dataloader                	|  4.1979e-06     	|1              	|  4.1979e-06     	|  9.0651e-07     	|
configure_sharded_model            	|  4.078e-06      	|1              	|  4.078e-06      	|  8.8062e-07     	|
