FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1340.6         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.6423         	|500            	|  1321.1         	|  98.544         	|
run_training_batch                 	|  0.37233        	|1000           	|  372.33         	|  27.773         	|
optimizer_step_with_closure_0      	|  0.36918        	|1000           	|  369.18         	|  27.537         	|
training_step_and_backward         	|  0.26575        	|1000           	|  265.75         	|  19.823         	|
get_train_batch                    	|  0.10038        	|1500           	|  150.57         	|  11.231         	|
fetch_next_train_batch             	|  0.10034        	|1500           	|  150.51         	|  11.227         	|
model_forward                      	|  0.13888        	|1000           	|  138.88         	|  10.359         	|
training_step                      	|  0.13865        	|1000           	|  138.65         	|  10.342         	|
backward                           	|  0.12541        	|1000           	|  125.41         	|  9.3545         	|
on_train_batch_end                 	|  0.002294       	|1000           	|  2.294          	|  0.17111        	|
zero_grad                          	|  0.0014248      	|1000           	|  1.4248         	|  0.10628        	|
training_batch_to_device           	|  0.00059342     	|1000           	|  0.59342        	|  0.044264       	|
on_train_epoch_end                 	|  0.00035779     	|500            	|  0.17889        	|  0.013344       	|
on_train_epoch_start               	|  0.00035378     	|500            	|  0.17689        	|  0.013194       	|
on_train_batch_start               	|  0.0001097      	|1000           	|  0.1097         	|  0.0081824      	|
on_batch_start                     	|  4.4767e-05     	|1000           	|  0.044767       	|  0.0033392      	|
on_train_end                       	|  0.044378       	|1              	|  0.044378       	|  0.0033102      	|
on_pretrain_routine_start          	|  0.024309       	|1              	|  0.024309       	|  0.0018132      	|
on_after_backward                  	|  2.3999e-05     	|1000           	|  0.023999       	|  0.0017901      	|
on_before_zero_grad                	|  2.284e-05      	|1000           	|  0.02284        	|  0.0017037      	|
on_before_optimizer_step           	|  1.7328e-05     	|1000           	|  0.017328       	|  0.0012925      	|
on_batch_end                       	|  1.5778e-05     	|1000           	|  0.015778       	|  0.0011769      	|
on_before_backward                 	|  1.5044e-05     	|1000           	|  0.015044       	|  0.0011221      	|
configure_optimizers               	|  0.0095733      	|1              	|  0.0095733      	|  0.00071408     	|
training_step_end                  	|  8.3577e-06     	|1000           	|  0.0083577      	|  0.00062341     	|
on_epoch_end                       	|  1.1494e-05     	|500            	|  0.005747       	|  0.00042867     	|
on_epoch_start                     	|  1.1028e-05     	|500            	|  0.0055139      	|  0.00041129     	|
on_train_start                     	|  0.0021722      	|1              	|  0.0021722      	|  0.00016203     	|
on_fit_end                         	|  3.382e-05      	|1              	|  3.382e-05      	|  2.5227e-06     	|
setup                              	|  3.2509e-05     	|1              	|  3.2509e-05     	|  2.4249e-06     	|
on_before_accelerator_backend_setup	|  3.1557e-05     	|1              	|  3.1557e-05     	|  2.3539e-06     	|
on_configure_sharded_model         	|  2.5835e-05     	|1              	|  2.5835e-05     	|  1.9271e-06     	|
on_fit_start                       	|  2.2188e-05     	|1              	|  2.2188e-05     	|  1.655e-06      	|
teardown                           	|  1.5384e-05     	|1              	|  1.5384e-05     	|  1.1475e-06     	|
on_pretrain_routine_end            	|  1.3951e-05     	|1              	|  1.3951e-05     	|  1.0406e-06     	|
prepare_data                       	|  1.1176e-05     	|1              	|  1.1176e-05     	|  8.3362e-07     	|
configure_sharded_model            	|  8.2478e-06     	|1              	|  8.2478e-06     	|  6.1521e-07     	|
on_train_dataloader                	|  7.5996e-06     	|1              	|  7.5996e-06     	|  5.6686e-07     	|
configure_callbacks                	|  7.5884e-06     	|1              	|  7.5884e-06     	|  5.6603e-07     	|
on_val_dataloader                  	|  6.4559e-06     	|1              	|  6.4559e-06     	|  4.8155e-07     	|
