FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  770.95         	|  100 %          	|
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run_training_epoch                 	|  4.3896         	|167            	|  733.07         	|  95.087         	|
run_training_batch                 	|  0.28031        	|1000           	|  280.31         	|  36.36          	|
optimizer_step_with_closure_0      	|  0.27629        	|1000           	|  276.29         	|  35.838         	|
training_step_and_backward         	|  0.20954        	|1000           	|  209.54         	|  27.18          	|
model_forward                      	|  0.11236        	|1000           	|  112.36         	|  14.574         	|
training_step                      	|  0.11217        	|1000           	|  112.17         	|  14.55          	|
backward                           	|  0.095631       	|1000           	|  95.631         	|  12.404         	|
get_train_batch                    	|  0.07079        	|1167           	|  82.612         	|  10.716         	|
fetch_next_train_batch             	|  0.070761       	|1167           	|  82.579         	|  10.711         	|
on_train_end                       	|  17.062         	|1              	|  17.062         	|  2.2131         	|
on_train_batch_end                 	|  0.0020027      	|1000           	|  2.0027         	|  0.25977        	|
zero_grad                          	|  0.0015219      	|1000           	|  1.5219         	|  0.19741        	|
training_batch_to_device           	|  0.00036848     	|1000           	|  0.36848        	|  0.047795       	|
on_train_batch_start               	|  9.8736e-05     	|1000           	|  0.098736       	|  0.012807       	|
on_train_epoch_end                 	|  0.0003364      	|167            	|  0.056179       	|  0.007287       	|
on_train_epoch_start               	|  0.00031891     	|167            	|  0.053257       	|  0.0069081      	|
on_batch_start                     	|  2.8428e-05     	|1000           	|  0.028428       	|  0.0036874      	|
on_pretrain_routine_start          	|  0.024686       	|1              	|  0.024686       	|  0.003202       	|
on_after_backward                  	|  2.1961e-05     	|1000           	|  0.021961       	|  0.0028486      	|
on_before_zero_grad                	|  1.767e-05      	|1000           	|  0.01767        	|  0.002292       	|
on_batch_end                       	|  1.5233e-05     	|1000           	|  0.015233       	|  0.0019759      	|
configure_optimizers               	|  0.01257        	|1              	|  0.01257        	|  0.0016305      	|
on_before_optimizer_step           	|  1.2491e-05     	|1000           	|  0.012491       	|  0.0016203      	|
on_before_backward                 	|  1.1823e-05     	|1000           	|  0.011823       	|  0.0015336      	|
training_step_end                  	|  6.7261e-06     	|1000           	|  0.0067261      	|  0.00087245     	|
on_epoch_start                     	|  1.1729e-05     	|167            	|  0.0019588      	|  0.00025407     	|
on_epoch_end                       	|  1.1307e-05     	|167            	|  0.0018882      	|  0.00024492     	|
on_train_start                     	|  0.0016628      	|1              	|  0.0016628      	|  0.00021568     	|
on_fit_end                         	|  6.4421e-05     	|1              	|  6.4421e-05     	|  8.3562e-06     	|
on_fit_start                       	|  4.263e-05      	|1              	|  4.263e-05      	|  5.5296e-06     	|
on_before_accelerator_backend_setup	|  2.6746e-05     	|1              	|  2.6746e-05     	|  3.4692e-06     	|
setup                              	|  2.1882e-05     	|1              	|  2.1882e-05     	|  2.8384e-06     	|
on_configure_sharded_model         	|  2.0714e-05     	|1              	|  2.0714e-05     	|  2.6869e-06     	|
teardown                           	|  1.6844e-05     	|1              	|  1.6844e-05     	|  2.1848e-06     	|
on_pretrain_routine_end            	|  1.2089e-05     	|1              	|  1.2089e-05     	|  1.568e-06      	|
configure_callbacks                	|  1.0706e-05     	|1              	|  1.0706e-05     	|  1.3887e-06     	|
prepare_data                       	|  8.544e-06      	|1              	|  8.544e-06      	|  1.1082e-06     	|
on_train_dataloader                	|  8.0317e-06     	|1              	|  8.0317e-06     	|  1.0418e-06     	|
configure_sharded_model            	|  6.7856e-06     	|1              	|  6.7856e-06     	|  8.8017e-07     	|
on_val_dataloader                  	|  6.2604e-06     	|1              	|  6.2604e-06     	|  8.1204e-07     	|
