FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  436.21         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.0573         	|200            	|  411.46         	|  94.326         	|
run_training_batch                 	|  0.34054        	|1000           	|  340.54         	|  78.067         	|
optimizer_step_with_closure_0      	|  0.33781        	|1000           	|  337.81         	|  77.441         	|
training_step_and_backward         	|  0.26011        	|1000           	|  260.11         	|  59.629         	|
model_forward                      	|  0.15533        	|1000           	|  155.33         	|  35.609         	|
training_step                      	|  0.15518        	|1000           	|  155.18         	|  35.574         	|
backward                           	|  0.10342        	|1000           	|  103.42         	|  23.709         	|
get_train_batch                    	|  0.016676       	|1200           	|  20.011         	|  4.5874         	|
fetch_next_train_batch             	|  0.016651       	|1200           	|  19.981         	|  4.5805         	|
zero_grad                          	|  0.0013274      	|1000           	|  1.3274         	|  0.30431        	|
on_train_batch_end                 	|  0.0012651      	|1000           	|  1.2651         	|  0.29002        	|
training_batch_to_device           	|  0.00034696     	|1000           	|  0.34696        	|  0.079539       	|
on_train_batch_start               	|  9.9401e-05     	|1000           	|  0.099401       	|  0.022787       	|
on_train_epoch_start               	|  0.00027408     	|200            	|  0.054817       	|  0.012567       	|
on_train_epoch_end                 	|  0.00024667     	|200            	|  0.049335       	|  0.01131        	|
on_train_end                       	|  0.02399        	|1              	|  0.02399        	|  0.0054998      	|
on_batch_start                     	|  2.3113e-05     	|1000           	|  0.023113       	|  0.0052986      	|
on_pretrain_routine_start          	|  0.022471       	|1              	|  0.022471       	|  0.0051515      	|
on_before_zero_grad                	|  1.6235e-05     	|1000           	|  0.016235       	|  0.0037219      	|
on_batch_end                       	|  1.3525e-05     	|1000           	|  0.013525       	|  0.0031005      	|
on_before_optimizer_step           	|  1.215e-05      	|1000           	|  0.01215        	|  0.0027852      	|
on_before_backward                 	|  1.1567e-05     	|1000           	|  0.011567       	|  0.0026517      	|
on_after_backward                  	|  1.1439e-05     	|1000           	|  0.011439       	|  0.0026223      	|
configure_optimizers               	|  0.008237       	|1              	|  0.008237       	|  0.0018883      	|
training_step_end                  	|  6.7705e-06     	|1000           	|  0.0067705      	|  0.0015521      	|
on_epoch_start                     	|  1.1393e-05     	|200            	|  0.0022786      	|  0.00052237     	|
on_epoch_end                       	|  1.1316e-05     	|200            	|  0.0022632      	|  0.00051883     	|
on_train_start                     	|  0.000779       	|1              	|  0.000779       	|  0.00017858     	|
on_fit_end                         	|  2.129e-05      	|1              	|  2.129e-05      	|  4.8807e-06     	|
on_before_accelerator_backend_setup	|  2.0809e-05     	|1              	|  2.0809e-05     	|  4.7704e-06     	|
on_fit_start                       	|  1.7813e-05     	|1              	|  1.7813e-05     	|  4.0836e-06     	|
setup                              	|  1.5449e-05     	|1              	|  1.5449e-05     	|  3.5416e-06     	|
on_configure_sharded_model         	|  1.4267e-05     	|1              	|  1.4267e-05     	|  3.2707e-06     	|
teardown                           	|  1.0459e-05     	|1              	|  1.0459e-05     	|  2.3977e-06     	|
on_pretrain_routine_end            	|  1.0149e-05     	|1              	|  1.0149e-05     	|  2.3266e-06     	|
prepare_data                       	|  7.8051e-06     	|1              	|  7.8051e-06     	|  1.7893e-06     	|
configure_callbacks                	|  6.6521e-06     	|1              	|  6.6521e-06     	|  1.525e-06      	|
configure_sharded_model            	|  4.589e-06      	|1              	|  4.589e-06      	|  1.052e-06      	|
on_val_dataloader                  	|  4.448e-06      	|1              	|  4.448e-06      	|  1.0197e-06     	|
on_train_dataloader                	|  4.368e-06      	|1              	|  4.368e-06      	|  1.0014e-06     	|
