FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  461.25         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.1869         	|200            	|  437.38         	|  94.824         	|
run_training_batch                 	|  0.36434        	|1000           	|  364.34         	|  78.991         	|
optimizer_step_with_closure_0      	|  0.36164        	|1000           	|  361.64         	|  78.404         	|
training_step_and_backward         	|  0.2802         	|1000           	|  280.2          	|  60.749         	|
model_forward                      	|  0.16523        	|1000           	|  165.23         	|  35.822         	|
training_step                      	|  0.16508        	|1000           	|  165.08         	|  35.789         	|
backward                           	|  0.11362        	|1000           	|  113.62         	|  24.634         	|
get_train_batch                    	|  0.016609       	|1200           	|  19.93          	|  4.3209         	|
fetch_next_train_batch             	|  0.016583       	|1200           	|  19.9           	|  4.3143         	|
zero_grad                          	|  0.0013276      	|1000           	|  1.3276         	|  0.28783        	|
on_train_batch_end                 	|  0.0012503      	|1000           	|  1.2503         	|  0.27106        	|
training_batch_to_device           	|  0.00034538     	|1000           	|  0.34538        	|  0.074879       	|
on_train_batch_start               	|  9.8244e-05     	|1000           	|  0.098244       	|  0.0213         	|
on_train_epoch_start               	|  0.0002728      	|200            	|  0.05456        	|  0.011829       	|
on_train_epoch_end                 	|  0.00024533     	|200            	|  0.049066       	|  0.010638       	|
on_train_end                       	|  0.024009       	|1              	|  0.024009       	|  0.0052051      	|
on_batch_start                     	|  2.3374e-05     	|1000           	|  0.023374       	|  0.0050675      	|
on_pretrain_routine_start          	|  0.02334        	|1              	|  0.02334        	|  0.0050602      	|
on_before_zero_grad                	|  1.6146e-05     	|1000           	|  0.016146       	|  0.0035005      	|
on_batch_end                       	|  1.3363e-05     	|1000           	|  0.013363       	|  0.0028972      	|
on_after_backward                  	|  1.135e-05      	|1000           	|  0.01135        	|  0.0024606      	|
on_before_backward                 	|  1.1108e-05     	|1000           	|  0.011108       	|  0.0024082      	|
on_before_optimizer_step           	|  1.1064e-05     	|1000           	|  0.011064       	|  0.0023986      	|
configure_optimizers               	|  0.0085182      	|1              	|  0.0085182      	|  0.0018468      	|
training_step_end                  	|  6.7016e-06     	|1000           	|  0.0067016      	|  0.0014529      	|
on_epoch_start                     	|  1.1022e-05     	|200            	|  0.0022043      	|  0.0004779      	|
on_epoch_end                       	|  1.0672e-05     	|200            	|  0.0021343      	|  0.00046273     	|
on_train_start                     	|  0.00077154     	|1              	|  0.00077154     	|  0.00016727     	|
on_fit_end                         	|  2.2031e-05     	|1              	|  2.2031e-05     	|  4.7764e-06     	|
on_before_accelerator_backend_setup	|  2.15e-05       	|1              	|  2.15e-05       	|  4.6612e-06     	|
on_fit_start                       	|  1.7372e-05     	|1              	|  1.7372e-05     	|  3.7663e-06     	|
setup                              	|  1.4166e-05     	|1              	|  1.4166e-05     	|  3.0712e-06     	|
on_configure_sharded_model         	|  1.3185e-05     	|1              	|  1.3185e-05     	|  2.8585e-06     	|
teardown                           	|  1.0269e-05     	|1              	|  1.0269e-05     	|  2.2263e-06     	|
on_pretrain_routine_end            	|  1.0069e-05     	|1              	|  1.0069e-05     	|  2.183e-06      	|
prepare_data                       	|  8.315e-06      	|1              	|  8.315e-06      	|  1.8027e-06     	|
configure_sharded_model            	|  4.669e-06      	|1              	|  4.669e-06      	|  1.0122e-06     	|
configure_callbacks                	|  4.618e-06      	|1              	|  4.618e-06      	|  1.0012e-06     	|
on_val_dataloader                  	|  4.538e-06      	|1              	|  4.538e-06      	|  9.8385e-07     	|
on_train_dataloader                	|  4.3779e-06     	|1              	|  4.3779e-06     	|  9.4914e-07     	|
