FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1294.4         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.5427         	|500            	|  1271.4         	|  98.217         	|
run_training_batch                 	|  0.28236        	|1000           	|  282.36         	|  21.813         	|
optimizer_step_with_closure_0      	|  0.27786        	|1000           	|  277.86         	|  21.466         	|
training_step_and_backward         	|  0.20769        	|1000           	|  207.69         	|  16.044         	|
get_train_batch                    	|  0.11765        	|1500           	|  176.48         	|  13.633         	|
fetch_next_train_batch             	|  0.11761        	|1500           	|  176.41         	|  13.629         	|
model_forward                      	|  0.11143        	|1000           	|  111.43         	|  8.6086         	|
training_step                      	|  0.1112         	|1000           	|  111.2          	|  8.5902         	|
backward                           	|  0.094538       	|1000           	|  94.538         	|  7.3033         	|
on_train_batch_end                 	|  0.002441       	|1000           	|  2.441          	|  0.18857        	|
zero_grad                          	|  0.0016727      	|1000           	|  1.6727         	|  0.12922        	|
training_batch_to_device           	|  0.00074196     	|1000           	|  0.74196        	|  0.057319       	|
on_train_epoch_end                 	|  0.0003545      	|500            	|  0.17725        	|  0.013693       	|
on_train_epoch_start               	|  0.00035381     	|500            	|  0.17691        	|  0.013667       	|
on_train_batch_start               	|  0.00011581     	|1000           	|  0.11581        	|  0.008947       	|
on_batch_start                     	|  5.9015e-05     	|1000           	|  0.059015       	|  0.0045591      	|
on_train_end                       	|  0.046302       	|1              	|  0.046302       	|  0.003577       	|
on_after_backward                  	|  2.8321e-05     	|1000           	|  0.028321       	|  0.0021879      	|
on_before_zero_grad                	|  2.3725e-05     	|1000           	|  0.023725       	|  0.0018329      	|
on_pretrain_routine_start          	|  0.023068       	|1              	|  0.023068       	|  0.001782       	|
on_batch_end                       	|  1.908e-05      	|1000           	|  0.01908        	|  0.001474       	|
on_before_optimizer_step           	|  1.5727e-05     	|1000           	|  0.015727       	|  0.001215       	|
on_before_backward                 	|  1.4779e-05     	|1000           	|  0.014779       	|  0.0011417      	|
configure_optimizers               	|  0.010704       	|1              	|  0.010704       	|  0.00082689     	|
training_step_end                  	|  9.356e-06      	|1000           	|  0.009356       	|  0.00072278     	|
on_epoch_end                       	|  1.3553e-05     	|500            	|  0.0067767      	|  0.00052352     	|
on_epoch_start                     	|  1.0818e-05     	|500            	|  0.0054092      	|  0.00041787     	|
on_train_start                     	|  0.0012608      	|1              	|  0.0012608      	|  9.7404e-05     	|
on_fit_end                         	|  6.4127e-05     	|1              	|  6.4127e-05     	|  4.954e-06      	|
on_fit_start                       	|  4.6428e-05     	|1              	|  4.6428e-05     	|  3.5867e-06     	|
on_configure_sharded_model         	|  2.3266e-05     	|1              	|  2.3266e-05     	|  1.7974e-06     	|
setup                              	|  2.2484e-05     	|1              	|  2.2484e-05     	|  1.737e-06      	|
on_before_accelerator_backend_setup	|  2.1482e-05     	|1              	|  2.1482e-05     	|  1.6595e-06     	|
on_pretrain_routine_end            	|  1.7855e-05     	|1              	|  1.7855e-05     	|  1.3794e-06     	|
teardown                           	|  1.5106e-05     	|1              	|  1.5106e-05     	|  1.167e-06      	|
prepare_data                       	|  9.1027e-06     	|1              	|  9.1027e-06     	|  7.0322e-07     	|
on_val_dataloader                  	|  7.8268e-06     	|1              	|  7.8268e-06     	|  6.0465e-07     	|
configure_callbacks                	|  7.5996e-06     	|1              	|  7.5996e-06     	|  5.8709e-07     	|
configure_sharded_model            	|  6.8955e-06     	|1              	|  6.8955e-06     	|  5.327e-07      	|
on_train_dataloader                	|  6.1393e-06     	|1              	|  6.1393e-06     	|  4.7428e-07     	|
