FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  760.85         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  3.7101         	|200            	|  742.02         	|  97.525         	|
run_training_batch                 	|  0.30074        	|1000           	|  300.74         	|  39.527         	|
optimizer_step_with_closure_0      	|  0.29702        	|1000           	|  297.02         	|  39.038         	|
training_step_and_backward         	|  0.22902        	|1000           	|  229.02         	|  30.101         	|
model_forward                      	|  0.1154         	|1000           	|  115.4          	|  15.167         	|
training_step                      	|  0.11516        	|1000           	|  115.16         	|  15.136         	|
backward                           	|  0.11189        	|1000           	|  111.89         	|  14.706         	|
get_train_batch                    	|  0.066235       	|1200           	|  79.482         	|  10.447         	|
fetch_next_train_batch             	|  0.066203       	|1200           	|  79.444         	|  10.441         	|
on_train_batch_end                 	|  0.0023572      	|1000           	|  2.3572         	|  0.30981        	|
zero_grad                          	|  0.0016399      	|1000           	|  1.6399         	|  0.21554        	|
training_batch_to_device           	|  0.00041272     	|1000           	|  0.41272        	|  0.054245       	|
on_train_batch_start               	|  0.00017171     	|1000           	|  0.17171        	|  0.022568       	|
on_train_epoch_start               	|  0.00041218     	|200            	|  0.082436       	|  0.010835       	|
on_train_epoch_end                 	|  0.00032971     	|200            	|  0.065943       	|  0.008667       	|
on_train_end                       	|  0.052247       	|1              	|  0.052247       	|  0.006867       	|
on_batch_start                     	|  3.3489e-05     	|1000           	|  0.033489       	|  0.0044015      	|
on_after_backward                  	|  3.1711e-05     	|1000           	|  0.031711       	|  0.0041679      	|
on_pretrain_routine_start          	|  0.02365        	|1              	|  0.02365        	|  0.0031083      	|
on_before_zero_grad                	|  2.2752e-05     	|1000           	|  0.022752       	|  0.0029903      	|
on_batch_end                       	|  1.6813e-05     	|1000           	|  0.016813       	|  0.0022097      	|
configure_optimizers               	|  0.015459       	|1              	|  0.015459       	|  0.0020318      	|
on_before_optimizer_step           	|  1.5164e-05     	|1000           	|  0.015164       	|  0.001993       	|
on_before_backward                 	|  1.4241e-05     	|1000           	|  0.014241       	|  0.0018718      	|
training_step_end                  	|  8.9526e-06     	|1000           	|  0.0089526      	|  0.0011767      	|
on_epoch_end                       	|  1.2239e-05     	|200            	|  0.0024477      	|  0.00032171     	|
on_epoch_start                     	|  1.1996e-05     	|200            	|  0.0023991      	|  0.00031532     	|
on_train_start                     	|  0.00072586     	|1              	|  0.00072586     	|  9.5401e-05     	|
on_fit_end                         	|  6.4159e-05     	|1              	|  6.4159e-05     	|  8.4326e-06     	|
on_fit_start                       	|  2.919e-05      	|1              	|  2.919e-05      	|  3.8365e-06     	|
setup                              	|  2.6409e-05     	|1              	|  2.6409e-05     	|  3.4709e-06     	|
on_before_accelerator_backend_setup	|  2.6127e-05     	|1              	|  2.6127e-05     	|  3.434e-06      	|
on_configure_sharded_model         	|  2.4736e-05     	|1              	|  2.4736e-05     	|  3.2511e-06     	|
on_pretrain_routine_end            	|  1.5156e-05     	|1              	|  1.5156e-05     	|  1.992e-06      	|
teardown                           	|  1.5136e-05     	|1              	|  1.5136e-05     	|  1.9893e-06     	|
prepare_data                       	|  1.1405e-05     	|1              	|  1.1405e-05     	|  1.499e-06      	|
configure_sharded_model            	|  1.004e-05      	|1              	|  1.004e-05      	|  1.3195e-06     	|
configure_callbacks                	|  9.0133e-06     	|1              	|  9.0133e-06     	|  1.1846e-06     	|
on_train_dataloader                	|  7.3314e-06     	|1              	|  7.3314e-06     	|  9.6358e-07     	|
on_val_dataloader                  	|  7.2923e-06     	|1              	|  7.2923e-06     	|  9.5844e-07     	|
