FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  456.62         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.163          	|200            	|  432.6          	|  94.739         	|
run_training_batch                 	|  0.35997        	|1000           	|  359.97         	|  78.832         	|
optimizer_step_with_closure_0      	|  0.35728        	|1000           	|  357.28         	|  78.244         	|
training_step_and_backward         	|  0.27941        	|1000           	|  279.41         	|  61.191         	|
model_forward                      	|  0.16462        	|1000           	|  164.62         	|  36.051         	|
training_step                      	|  0.16447        	|1000           	|  164.47         	|  36.018         	|
backward                           	|  0.11348        	|1000           	|  113.48         	|  24.852         	|
get_train_batch                    	|  0.016538       	|1200           	|  19.846         	|  4.3463         	|
fetch_next_train_batch             	|  0.016513       	|1200           	|  19.816         	|  4.3397         	|
zero_grad                          	|  0.0012917      	|1000           	|  1.2917         	|  0.28289        	|
on_train_batch_end                 	|  0.0012487      	|1000           	|  1.2487         	|  0.27346        	|
training_batch_to_device           	|  0.00034286     	|1000           	|  0.34286        	|  0.075086       	|
on_train_batch_start               	|  9.6789e-05     	|1000           	|  0.096789       	|  0.021197       	|
on_train_epoch_start               	|  0.00027848     	|200            	|  0.055696       	|  0.012197       	|
on_train_epoch_end                 	|  0.00024672     	|200            	|  0.049344       	|  0.010806       	|
on_train_end                       	|  0.024577       	|1              	|  0.024577       	|  0.0053824      	|
on_pretrain_routine_start          	|  0.022117       	|1              	|  0.022117       	|  0.0048437      	|
on_batch_start                     	|  2.201e-05      	|1000           	|  0.02201        	|  0.0048201      	|
on_before_zero_grad                	|  1.6393e-05     	|1000           	|  0.016393       	|  0.00359        	|
on_batch_end                       	|  1.3446e-05     	|1000           	|  0.013446       	|  0.0029446      	|
on_after_backward                  	|  1.3217e-05     	|1000           	|  0.013217       	|  0.0028945      	|
on_before_backward                 	|  1.1898e-05     	|1000           	|  0.011898       	|  0.0026056      	|
on_before_optimizer_step           	|  1.1379e-05     	|1000           	|  0.011379       	|  0.002492       	|
configure_optimizers               	|  0.0088657      	|1              	|  0.0088657      	|  0.0019416      	|
training_step_end                  	|  6.4722e-06     	|1000           	|  0.0064722      	|  0.0014174      	|
on_epoch_start                     	|  1.057e-05      	|200            	|  0.002114       	|  0.00046295     	|
on_epoch_end                       	|  1.0543e-05     	|200            	|  0.0021087      	|  0.0004618      	|
on_train_start                     	|  0.0008071      	|1              	|  0.0008071      	|  0.00017675     	|
on_fit_end                         	|  2.3263e-05     	|1              	|  2.3263e-05     	|  5.0945e-06     	|
on_before_accelerator_backend_setup	|  2.087e-05      	|1              	|  2.087e-05      	|  4.5705e-06     	|
on_fit_start                       	|  1.8354e-05     	|1              	|  1.8354e-05     	|  4.0195e-06     	|
on_configure_sharded_model         	|  1.4257e-05     	|1              	|  1.4257e-05     	|  3.1223e-06     	|
setup                              	|  1.4216e-05     	|1              	|  1.4216e-05     	|  3.1133e-06     	|
on_pretrain_routine_end            	|  1.3595e-05     	|1              	|  1.3595e-05     	|  2.9773e-06     	|
teardown                           	|  9.8279e-06     	|1              	|  9.8279e-06     	|  2.1523e-06     	|
prepare_data                       	|  8.636e-06      	|1              	|  8.636e-06      	|  1.8913e-06     	|
configure_callbacks                	|  6.301e-06      	|1              	|  6.301e-06      	|  1.3799e-06     	|
configure_sharded_model            	|  4.709e-06      	|1              	|  4.709e-06      	|  1.0313e-06     	|
on_val_dataloader                  	|  4.679e-06      	|1              	|  4.679e-06      	|  1.0247e-06     	|
on_train_dataloader                	|  4.068e-06      	|1              	|  4.068e-06      	|  8.9089e-07     	|
