FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  357.37         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  13.45          	|25             	|  336.25         	|  94.092         	|
run_training_batch                 	|  0.29056        	|1000           	|  290.56         	|  81.305         	|
optimizer_step_with_closure_0      	|  0.28612        	|1000           	|  286.12         	|  80.062         	|
training_step_and_backward         	|  0.2205         	|1000           	|  220.5          	|  61.7           	|
backward                           	|  0.11205        	|1000           	|  112.05         	|  31.355         	|
model_forward                      	|  0.10682        	|1000           	|  106.82         	|  29.89          	|
training_step                      	|  0.10662        	|1000           	|  106.62         	|  29.834         	|
get_train_batch                    	|  0.01012        	|1025           	|  10.373         	|  2.9027         	|
fetch_next_train_batch             	|  0.010097       	|1025           	|  10.349         	|  2.8959         	|
on_train_batch_end                 	|  0.0024468      	|1000           	|  2.4468         	|  0.68466        	|
zero_grad                          	|  0.0015912      	|1000           	|  1.5912         	|  0.44524        	|
training_batch_to_device           	|  0.00030066     	|1000           	|  0.30066        	|  0.084131       	|
on_train_batch_start               	|  9.8096e-05     	|1000           	|  0.098096       	|  0.02745        	|
on_train_end                       	|  0.042634       	|1              	|  0.042634       	|  0.01193        	|
on_after_backward                  	|  3.01e-05       	|1000           	|  0.0301         	|  0.0084228      	|
on_pretrain_routine_start          	|  0.02254        	|1              	|  0.02254        	|  0.0063072      	|
on_batch_start                     	|  2.0792e-05     	|1000           	|  0.020792       	|  0.0058182      	|
on_before_zero_grad                	|  1.8803e-05     	|1000           	|  0.018803       	|  0.0052614      	|
on_batch_end                       	|  1.6669e-05     	|1000           	|  0.016669       	|  0.0046643      	|
on_before_optimizer_step           	|  1.4029e-05     	|1000           	|  0.014029       	|  0.0039257      	|
on_before_backward                 	|  1.3719e-05     	|1000           	|  0.013719       	|  0.0038388      	|
on_train_epoch_end                 	|  0.00044704     	|25             	|  0.011176       	|  0.0031273      	|
on_train_epoch_start               	|  0.00043904     	|25             	|  0.010976       	|  0.0030713      	|
configure_optimizers               	|  0.0099228      	|1              	|  0.0099228      	|  0.0027766      	|
training_step_end                  	|  7.2633e-06     	|1000           	|  0.0072633      	|  0.0020324      	|
on_train_start                     	|  0.0015799      	|1              	|  0.0015799      	|  0.00044209     	|
on_epoch_end                       	|  1.3006e-05     	|25             	|  0.00032515     	|  9.0984e-05     	|
on_epoch_start                     	|  1.2667e-05     	|25             	|  0.00031666     	|  8.861e-05      	|
on_fit_start                       	|  4.0106e-05     	|1              	|  4.0106e-05     	|  1.1223e-05     	|
setup                              	|  3.1093e-05     	|1              	|  3.1093e-05     	|  8.7006e-06     	|
on_fit_end                         	|  3.048e-05      	|1              	|  3.048e-05      	|  8.5291e-06     	|
configure_sharded_model            	|  2.587e-05      	|1              	|  2.587e-05      	|  7.2391e-06     	|
on_before_accelerator_backend_setup	|  2.5753e-05     	|1              	|  2.5753e-05     	|  7.2063e-06     	|
on_configure_sharded_model         	|  2.5105e-05     	|1              	|  2.5105e-05     	|  7.0249e-06     	|
teardown                           	|  1.6067e-05     	|1              	|  1.6067e-05     	|  4.496e-06      	|
on_pretrain_routine_end            	|  1.468e-05      	|1              	|  1.468e-05      	|  4.1077e-06     	|
on_train_dataloader                	|  1.239e-05      	|1              	|  1.239e-05      	|  3.4671e-06     	|
prepare_data                       	|  9.7342e-06     	|1              	|  9.7342e-06     	|  2.7239e-06     	|
on_val_dataloader                  	|  9.0301e-06     	|1              	|  9.0301e-06     	|  2.5268e-06     	|
configure_callbacks                	|  5.6848e-06     	|1              	|  5.6848e-06     	|  1.5907e-06     	|
