FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  333.39         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  15.275         	|21             	|  320.77         	|  96.213         	|
run_training_batch                 	|  0.30757        	|1000           	|  307.57         	|  92.255         	|
optimizer_step_with_closure_0      	|  0.30557        	|1000           	|  305.57         	|  91.653         	|
training_step_and_backward         	|  0.23328        	|1000           	|  233.28         	|  69.973         	|
backward                           	|  0.11702        	|1000           	|  117.02         	|  35.098         	|
model_forward                      	|  0.11478        	|1000           	|  114.78         	|  34.427         	|
training_step                      	|  0.1146         	|1000           	|  114.6          	|  34.373         	|
get_train_batch                    	|  0.0044229      	|1021           	|  4.5158         	|  1.3545         	|
fetch_next_train_batch             	|  0.0044034      	|1021           	|  4.4958         	|  1.3485         	|
on_train_batch_end                 	|  0.0015174      	|1000           	|  1.5174         	|  0.45514        	|
zero_grad                          	|  0.0014639      	|1000           	|  1.4639         	|  0.43909        	|
training_batch_to_device           	|  0.00026481     	|1000           	|  0.26481        	|  0.079429       	|
on_train_batch_start               	|  0.0001055      	|1000           	|  0.1055         	|  0.031644       	|
on_train_end                       	|  0.026904       	|1              	|  0.026904       	|  0.0080697      	|
on_pretrain_routine_start          	|  0.021985       	|1              	|  0.021985       	|  0.0065944      	|
on_batch_start                     	|  1.8294e-05     	|1000           	|  0.018294       	|  0.0054873      	|
on_after_backward                  	|  1.7596e-05     	|1000           	|  0.017596       	|  0.0052779      	|
on_batch_end                       	|  1.4111e-05     	|1000           	|  0.014111       	|  0.0042324      	|
on_before_zero_grad                	|  1.2034e-05     	|1000           	|  0.012034       	|  0.0036095      	|
on_before_backward                 	|  1.1913e-05     	|1000           	|  0.011913       	|  0.0035734      	|
on_before_optimizer_step           	|  1.1285e-05     	|1000           	|  0.011285       	|  0.003385       	|
on_train_epoch_end                 	|  0.00045912     	|21             	|  0.0096415      	|  0.0028919      	|
on_train_epoch_start               	|  0.00044435     	|21             	|  0.0093314      	|  0.0027989      	|
configure_optimizers               	|  0.0076582      	|1              	|  0.0076582      	|  0.0022971      	|
training_step_end                  	|  5.8994e-06     	|1000           	|  0.0058994      	|  0.0017695      	|
on_train_start                     	|  0.0014141      	|1              	|  0.0014141      	|  0.00042417     	|
on_epoch_start                     	|  1.0742e-05     	|21             	|  0.00022559     	|  6.7665e-05     	|
on_epoch_end                       	|  1.0034e-05     	|21             	|  0.00021071     	|  6.3201e-05     	|
on_fit_end                         	|  2.8126e-05     	|1              	|  2.8126e-05     	|  8.4363e-06     	|
setup                              	|  2.0948e-05     	|1              	|  2.0948e-05     	|  6.2832e-06     	|
on_before_accelerator_backend_setup	|  2.0724e-05     	|1              	|  2.0724e-05     	|  6.216e-06      	|
on_configure_sharded_model         	|  1.8568e-05     	|1              	|  1.8568e-05     	|  5.5694e-06     	|
on_pretrain_routine_end            	|  1.7702e-05     	|1              	|  1.7702e-05     	|  5.3096e-06     	|
on_fit_start                       	|  1.6132e-05     	|1              	|  1.6132e-05     	|  4.8387e-06     	|
teardown                           	|  1.2712e-05     	|1              	|  1.2712e-05     	|  3.8129e-06     	|
prepare_data                       	|  9.9801e-06     	|1              	|  9.9801e-06     	|  2.9935e-06     	|
configure_sharded_model            	|  6.698e-06      	|1              	|  6.698e-06      	|  2.009e-06      	|
on_val_dataloader                  	|  6.302e-06      	|1              	|  6.302e-06      	|  1.8902e-06     	|
on_train_dataloader                	|  5.996e-06      	|1              	|  5.996e-06      	|  1.7985e-06     	|
configure_callbacks                	|  5.462e-06      	|1              	|  5.462e-06      	|  1.6383e-06     	|
