FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  461.52         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.1887         	|200            	|  437.74         	|  94.847         	|
run_training_batch                 	|  0.36518        	|1000           	|  365.18         	|  79.125         	|
optimizer_step_with_closure_0      	|  0.36242        	|1000           	|  362.42         	|  78.528         	|
training_step_and_backward         	|  0.28384        	|1000           	|  283.84         	|  61.5           	|
model_forward                      	|  0.16704        	|1000           	|  167.04         	|  36.193         	|
training_step                      	|  0.16689        	|1000           	|  166.89         	|  36.161         	|
backward                           	|  0.11546        	|1000           	|  115.46         	|  25.016         	|
get_train_batch                    	|  0.016593       	|1200           	|  19.912         	|  4.3145         	|
fetch_next_train_batch             	|  0.016567       	|1200           	|  19.881         	|  4.3077         	|
zero_grad                          	|  0.0013183      	|1000           	|  1.3183         	|  0.28563        	|
on_train_batch_end                 	|  0.0012517      	|1000           	|  1.2517         	|  0.2712         	|
training_batch_to_device           	|  0.00034586     	|1000           	|  0.34586        	|  0.074939       	|
on_train_batch_start               	|  9.5541e-05     	|1000           	|  0.095541       	|  0.020701       	|
on_train_epoch_start               	|  0.00027224     	|200            	|  0.054448       	|  0.011797       	|
on_train_epoch_end                 	|  0.00024654     	|200            	|  0.049309       	|  0.010684       	|
on_train_end                       	|  0.023851       	|1              	|  0.023851       	|  0.005168       	|
on_batch_start                     	|  2.3729e-05     	|1000           	|  0.023729       	|  0.0051415      	|
on_pretrain_routine_start          	|  0.02223        	|1              	|  0.02223        	|  0.0048167      	|
on_before_zero_grad                	|  1.6448e-05     	|1000           	|  0.016448       	|  0.0035638      	|
on_batch_end                       	|  1.384e-05      	|1000           	|  0.01384        	|  0.0029988      	|
on_before_backward                 	|  1.1874e-05     	|1000           	|  0.011874       	|  0.0025728      	|
on_after_backward                  	|  1.1817e-05     	|1000           	|  0.011817       	|  0.0025604      	|
on_before_optimizer_step           	|  1.0763e-05     	|1000           	|  0.010763       	|  0.002332       	|
configure_optimizers               	|  0.0088721      	|1              	|  0.0088721      	|  0.0019223      	|
training_step_end                  	|  6.7882e-06     	|1000           	|  0.0067882      	|  0.0014708      	|
on_epoch_end                       	|  1.0971e-05     	|200            	|  0.0021941      	|  0.00047542     	|
on_epoch_start                     	|  1.0658e-05     	|200            	|  0.0021316      	|  0.00046187     	|
on_train_start                     	|  0.00079248     	|1              	|  0.00079248     	|  0.00017171     	|
on_fit_end                         	|  2.2822e-05     	|1              	|  2.2822e-05     	|  4.945e-06      	|
on_before_accelerator_backend_setup	|  2.0879e-05     	|1              	|  2.0879e-05     	|  4.5239e-06     	|
on_fit_start                       	|  1.8183e-05     	|1              	|  1.8183e-05     	|  3.9398e-06     	|
on_configure_sharded_model         	|  1.3595e-05     	|1              	|  1.3595e-05     	|  2.9457e-06     	|
on_pretrain_routine_end            	|  1.3375e-05     	|1              	|  1.3375e-05     	|  2.898e-06      	|
setup                              	|  1.2934e-05     	|1              	|  1.2934e-05     	|  2.8025e-06     	|
teardown                           	|  1.03e-05       	|1              	|  1.03e-05       	|  2.2317e-06     	|
prepare_data                       	|  7.925e-06      	|1              	|  7.925e-06      	|  1.7171e-06     	|
configure_callbacks                	|  6.321e-06      	|1              	|  6.321e-06      	|  1.3696e-06     	|
configure_sharded_model            	|  4.549e-06      	|1              	|  4.549e-06      	|  9.8566e-07     	|
on_val_dataloader                  	|  4.428e-06      	|1              	|  4.428e-06      	|  9.5943e-07     	|
on_train_dataloader                	|  4.1381e-06     	|1              	|  4.1381e-06     	|  8.9662e-07     	|
