FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  640.85         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  3.7181         	|167            	|  620.92         	|  96.891         	|
run_training_batch                 	|  0.25257        	|1000           	|  252.57         	|  39.411         	|
optimizer_step_with_closure_0      	|  0.25044        	|1000           	|  250.44         	|  39.08          	|
training_step_and_backward         	|  0.1846         	|1000           	|  184.6          	|  28.806         	|
model_forward                      	|  0.098593       	|1000           	|  98.593         	|  15.385         	|
training_step                      	|  0.098418       	|1000           	|  98.418         	|  15.358         	|
backward                           	|  0.084561       	|1000           	|  84.561         	|  13.195         	|
get_train_batch                    	|  0.06819        	|1167           	|  79.578         	|  12.418         	|
fetch_next_train_batch             	|  0.068163       	|1167           	|  79.546         	|  12.413         	|
on_train_batch_end                 	|  0.0016032      	|1000           	|  1.6032         	|  0.25017        	|
zero_grad                          	|  0.0014191      	|1000           	|  1.4191         	|  0.22144        	|
training_batch_to_device           	|  0.00043631     	|1000           	|  0.43631        	|  0.068083       	|
on_train_batch_start               	|  9.6329e-05     	|1000           	|  0.096329       	|  0.015031       	|
on_train_epoch_end                 	|  0.00032454     	|167            	|  0.054199       	|  0.0084574      	|
on_train_epoch_start               	|  0.00031557     	|167            	|  0.052699       	|  0.0082234      	|
on_train_end                       	|  0.046507       	|1              	|  0.046507       	|  0.0072571      	|
on_batch_start                     	|  2.7714e-05     	|1000           	|  0.027714       	|  0.0043246      	|
on_pretrain_routine_start          	|  0.021475       	|1              	|  0.021475       	|  0.003351       	|
on_after_backward                  	|  1.7111e-05     	|1000           	|  0.017111       	|  0.00267        	|
on_before_zero_grad                	|  1.6008e-05     	|1000           	|  0.016008       	|  0.002498       	|
on_batch_end                       	|  1.4688e-05     	|1000           	|  0.014688       	|  0.002292       	|
on_before_backward                 	|  1.1936e-05     	|1000           	|  0.011936       	|  0.0018625      	|
on_before_optimizer_step           	|  1.1803e-05     	|1000           	|  0.011803       	|  0.0018417      	|
configure_optimizers               	|  0.010359       	|1              	|  0.010359       	|  0.0016165      	|
training_step_end                  	|  7.1849e-06     	|1000           	|  0.0071849      	|  0.0011212      	|
on_epoch_start                     	|  1.1024e-05     	|167            	|  0.001841       	|  0.00028728     	|
on_epoch_end                       	|  1.0717e-05     	|167            	|  0.0017897      	|  0.00027928     	|
on_train_start                     	|  0.0016632      	|1              	|  0.0016632      	|  0.00025953     	|
on_fit_start                       	|  4.2155e-05     	|1              	|  4.2155e-05     	|  6.5781e-06     	|
on_before_accelerator_backend_setup	|  2.4593e-05     	|1              	|  2.4593e-05     	|  3.8375e-06     	|
on_fit_end                         	|  2.4591e-05     	|1              	|  2.4591e-05     	|  3.8372e-06     	|
setup                              	|  1.9431e-05     	|1              	|  1.9431e-05     	|  3.0321e-06     	|
on_configure_sharded_model         	|  1.9109e-05     	|1              	|  1.9109e-05     	|  2.9818e-06     	|
teardown                           	|  1.43e-05       	|1              	|  1.43e-05       	|  2.2314e-06     	|
on_pretrain_routine_end            	|  1.2189e-05     	|1              	|  1.2189e-05     	|  1.902e-06      	|
configure_callbacks                	|  1.0233e-05     	|1              	|  1.0233e-05     	|  1.5969e-06     	|
prepare_data                       	|  7.242e-06      	|1              	|  7.242e-06      	|  1.1301e-06     	|
on_train_dataloader                	|  6.7893e-06     	|1              	|  6.7893e-06     	|  1.0594e-06     	|
configure_sharded_model            	|  6.4503e-06     	|1              	|  6.4503e-06     	|  1.0065e-06     	|
on_val_dataloader                  	|  6.4429e-06     	|1              	|  6.4429e-06     	|  1.0054e-06     	|
