FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  395.97         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  14.867         	|25             	|  371.68         	|  93.865         	|
run_training_batch                 	|  0.35906        	|1000           	|  359.06         	|  90.678         	|
optimizer_step_with_closure_0      	|  0.3564         	|1000           	|  356.4          	|  90.005         	|
training_step_and_backward         	|  0.27689        	|1000           	|  276.89         	|  69.926         	|
model_forward                      	|  0.16345        	|1000           	|  163.45         	|  41.277         	|
training_step                      	|  0.16331        	|1000           	|  163.31         	|  41.242         	|
backward                           	|  0.11211        	|1000           	|  112.11         	|  28.312         	|
get_train_batch                    	|  0.0042732      	|1025           	|  4.3801         	|  1.1062         	|
fetch_next_train_batch             	|  0.0042561      	|1025           	|  4.3625         	|  1.1017         	|
zero_grad                          	|  0.0013066      	|1000           	|  1.3066         	|  0.32996        	|
on_train_batch_end                 	|  0.0012124      	|1000           	|  1.2124         	|  0.30619        	|
training_batch_to_device           	|  0.00024399     	|1000           	|  0.24399        	|  0.061619       	|
on_train_batch_start               	|  9.2009e-05     	|1000           	|  0.092009       	|  0.023236       	|
on_train_end                       	|  0.024216       	|1              	|  0.024216       	|  0.0061156      	|
on_pretrain_routine_start          	|  0.022137       	|1              	|  0.022137       	|  0.0055906      	|
on_batch_start                     	|  1.6741e-05     	|1000           	|  0.016741       	|  0.0042278      	|
on_before_zero_grad                	|  1.3635e-05     	|1000           	|  0.013635       	|  0.0034433      	|
on_batch_end                       	|  1.3586e-05     	|1000           	|  0.013586       	|  0.0034312      	|
on_after_backward                  	|  1.1893e-05     	|1000           	|  0.011893       	|  0.0030034      	|
on_before_backward                 	|  1.0777e-05     	|1000           	|  0.010777       	|  0.0027215      	|
on_before_optimizer_step           	|  1.0721e-05     	|1000           	|  0.010721       	|  0.0027076      	|
configure_optimizers               	|  0.0086902      	|1              	|  0.0086902      	|  0.0021946      	|
on_train_epoch_start               	|  0.00029288     	|25             	|  0.0073219      	|  0.0018491      	|
on_train_epoch_end                 	|  0.00028142     	|25             	|  0.0070354      	|  0.0017767      	|
training_step_end                  	|  5.8616e-06     	|1000           	|  0.0058616      	|  0.0014803      	|
on_train_start                     	|  0.00070856     	|1              	|  0.00070856     	|  0.00017894     	|
on_epoch_start                     	|  1.1187e-05     	|25             	|  0.00027968     	|  7.063e-05      	|
on_epoch_end                       	|  1.0322e-05     	|25             	|  0.00025805     	|  6.517e-05      	|
on_fit_end                         	|  2.3333e-05     	|1              	|  2.3333e-05     	|  5.8926e-06     	|
on_before_accelerator_backend_setup	|  2.2632e-05     	|1              	|  2.2632e-05     	|  5.7156e-06     	|
on_fit_start                       	|  1.8935e-05     	|1              	|  1.8935e-05     	|  4.7819e-06     	|
on_configure_sharded_model         	|  1.4056e-05     	|1              	|  1.4056e-05     	|  3.5497e-06     	|
setup                              	|  1.3455e-05     	|1              	|  1.3455e-05     	|  3.3979e-06     	|
teardown                           	|  1.0179e-05     	|1              	|  1.0179e-05     	|  2.5706e-06     	|
on_pretrain_routine_end            	|  9.4969e-06     	|1              	|  9.4969e-06     	|  2.3984e-06     	|
prepare_data                       	|  8.9471e-06     	|1              	|  8.9471e-06     	|  2.2595e-06     	|
configure_callbacks                	|  6.753e-06      	|1              	|  6.753e-06      	|  1.7054e-06     	|
on_val_dataloader                  	|  5.15e-06       	|1              	|  5.15e-06       	|  1.3006e-06     	|
configure_sharded_model            	|  5.0201e-06     	|1              	|  5.0201e-06     	|  1.2678e-06     	|
on_train_dataloader                	|  4.068e-06      	|1              	|  4.068e-06      	|  1.0273e-06     	|
