FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  448.82         	|  100 %          	|
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run_training_epoch                 	|  2.1256         	|200            	|  425.12         	|  94.718         	|
run_training_batch                 	|  0.35436        	|1000           	|  354.36         	|  78.953         	|
optimizer_step_with_closure_0      	|  0.35165        	|1000           	|  351.65         	|  78.349         	|
training_step_and_backward         	|  0.27285        	|1000           	|  272.85         	|  60.792         	|
model_forward                      	|  0.16171        	|1000           	|  161.71         	|  36.029         	|
training_step                      	|  0.16155        	|1000           	|  161.55         	|  35.995         	|
backward                           	|  0.1098         	|1000           	|  109.8          	|  24.464         	|
get_train_batch                    	|  0.016909       	|1200           	|  20.291         	|  4.5209         	|
fetch_next_train_batch             	|  0.016885       	|1200           	|  20.261         	|  4.5143         	|
zero_grad                          	|  0.0013174      	|1000           	|  1.3174         	|  0.29352        	|
on_train_batch_end                 	|  0.0012722      	|1000           	|  1.2722         	|  0.28344        	|
training_batch_to_device           	|  0.00034082     	|1000           	|  0.34082        	|  0.075937       	|
on_train_batch_start               	|  9.6522e-05     	|1000           	|  0.096522       	|  0.021506       	|
on_train_epoch_start               	|  0.00028613     	|200            	|  0.057226       	|  0.01275        	|
on_train_epoch_end                 	|  0.00025399     	|200            	|  0.050797       	|  0.011318       	|
on_train_end                       	|  0.023844       	|1              	|  0.023844       	|  0.0053125      	|
on_batch_start                     	|  2.3101e-05     	|1000           	|  0.023101       	|  0.005147       	|
on_pretrain_routine_start          	|  0.023021       	|1              	|  0.023021       	|  0.0051292      	|
on_before_zero_grad                	|  1.6476e-05     	|1000           	|  0.016476       	|  0.0036709      	|
on_batch_end                       	|  1.3754e-05     	|1000           	|  0.013754       	|  0.0030645      	|
on_after_backward                  	|  1.217e-05      	|1000           	|  0.01217        	|  0.0027115      	|
on_before_backward                 	|  1.1361e-05     	|1000           	|  0.011361       	|  0.0025313      	|
on_before_optimizer_step           	|  1.1285e-05     	|1000           	|  0.011285       	|  0.0025143      	|
configure_optimizers               	|  0.0084767      	|1              	|  0.0084767      	|  0.0018886      	|
training_step_end                  	|  6.7619e-06     	|1000           	|  0.0067619      	|  0.0015066      	|
on_epoch_end                       	|  1.0798e-05     	|200            	|  0.0021596      	|  0.00048117     	|
on_epoch_start                     	|  1.0746e-05     	|200            	|  0.0021491      	|  0.00047883     	|
on_train_start                     	|  0.00079366     	|1              	|  0.00079366     	|  0.00017683     	|
on_fit_end                         	|  2.2522e-05     	|1              	|  2.2522e-05     	|  5.018e-06      	|
on_before_accelerator_backend_setup	|  2.2212e-05     	|1              	|  2.2212e-05     	|  4.9489e-06     	|
setup                              	|  1.9246e-05     	|1              	|  1.9246e-05     	|  4.2881e-06     	|
on_fit_start                       	|  1.6571e-05     	|1              	|  1.6571e-05     	|  3.6921e-06     	|
on_configure_sharded_model         	|  1.4628e-05     	|1              	|  1.4628e-05     	|  3.2592e-06     	|
on_pretrain_routine_end            	|  1.2694e-05     	|1              	|  1.2694e-05     	|  2.8283e-06     	|
teardown                           	|  1.024e-05      	|1              	|  1.024e-05      	|  2.2815e-06     	|
prepare_data                       	|  8.997e-06      	|1              	|  8.997e-06      	|  2.0046e-06     	|
configure_callbacks                	|  6.372e-06      	|1              	|  6.372e-06      	|  1.4197e-06     	|
on_val_dataloader                  	|  4.5991e-06     	|1              	|  4.5991e-06     	|  1.0247e-06     	|
configure_sharded_model            	|  4.438e-06      	|1              	|  4.438e-06      	|  9.888e-07      	|
on_train_dataloader                	|  4.168e-06      	|1              	|  4.168e-06      	|  9.2865e-07     	|
