FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1305.6         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.5769         	|500            	|  1288.4         	|  98.685         	|
run_training_batch                 	|  0.28311        	|1000           	|  283.11         	|  21.684         	|
optimizer_step_with_closure_0      	|  0.2789         	|1000           	|  278.9          	|  21.362         	|
training_step_and_backward         	|  0.21514        	|1000           	|  215.14         	|  16.478         	|
get_train_batch                    	|  0.13401        	|1500           	|  201.01         	|  15.396         	|
fetch_next_train_batch             	|  0.13396        	|1500           	|  200.94         	|  15.391         	|
backward                           	|  0.10941        	|1000           	|  109.41         	|  8.3802         	|
model_forward                      	|  0.10422        	|1000           	|  104.22         	|  7.9828         	|
training_step                      	|  0.10399        	|1000           	|  103.99         	|  7.9651         	|
on_train_batch_end                 	|  0.0023725      	|1000           	|  2.3725         	|  0.18172        	|
zero_grad                          	|  0.0014659      	|1000           	|  1.4659         	|  0.11228        	|
training_batch_to_device           	|  0.00070917     	|1000           	|  0.70917        	|  0.054318       	|
on_train_epoch_end                 	|  0.00032696     	|500            	|  0.16348        	|  0.012522       	|
on_train_epoch_start               	|  0.00031456     	|500            	|  0.15728        	|  0.012046       	|
on_train_batch_start               	|  0.00011167     	|1000           	|  0.11167        	|  0.0085529      	|
on_batch_start                     	|  4.9088e-05     	|1000           	|  0.049088       	|  0.0037598      	|
on_train_end                       	|  0.047412       	|1              	|  0.047412       	|  0.0036315      	|
on_after_backward                  	|  2.923e-05      	|1000           	|  0.02923        	|  0.0022388      	|
on_before_zero_grad                	|  2.3474e-05     	|1000           	|  0.023474       	|  0.0017979      	|
on_pretrain_routine_start          	|  0.022347       	|1              	|  0.022347       	|  0.0017116      	|
on_before_backward                 	|  1.6444e-05     	|1000           	|  0.016444       	|  0.0012595      	|
on_before_optimizer_step           	|  1.622e-05      	|1000           	|  0.01622        	|  0.0012423      	|
on_batch_end                       	|  1.5802e-05     	|1000           	|  0.015802       	|  0.0012103      	|
configure_optimizers               	|  0.010337       	|1              	|  0.010337       	|  0.00079171     	|
training_step_end                  	|  9.9519e-06     	|1000           	|  0.0099519      	|  0.00076226     	|
on_epoch_start                     	|  1.1133e-05     	|500            	|  0.0055664      	|  0.00042635     	|
on_epoch_end                       	|  1.0962e-05     	|500            	|  0.0054812      	|  0.00041983     	|
on_train_start                     	|  0.0010624      	|1              	|  0.0010624      	|  8.1375e-05     	|
on_fit_start                       	|  4.7971e-05     	|1              	|  4.7971e-05     	|  3.6742e-06     	|
on_fit_end                         	|  3.0829e-05     	|1              	|  3.0829e-05     	|  2.3613e-06     	|
on_configure_sharded_model         	|  2.5706e-05     	|1              	|  2.5706e-05     	|  1.9689e-06     	|
setup                              	|  2.4393e-05     	|1              	|  2.4393e-05     	|  1.8684e-06     	|
on_before_accelerator_backend_setup	|  2.4255e-05     	|1              	|  2.4255e-05     	|  1.8578e-06     	|
teardown                           	|  1.9448e-05     	|1              	|  1.9448e-05     	|  1.4896e-06     	|
on_pretrain_routine_end            	|  1.3269e-05     	|1              	|  1.3269e-05     	|  1.0164e-06     	|
prepare_data                       	|  9.1828e-06     	|1              	|  9.1828e-06     	|  7.0335e-07     	|
on_val_dataloader                  	|  9.1791e-06     	|1              	|  9.1791e-06     	|  7.0306e-07     	|
configure_sharded_model            	|  8.6725e-06     	|1              	|  8.6725e-06     	|  6.6426e-07     	|
on_train_dataloader                	|  7.8883e-06     	|1              	|  7.8883e-06     	|  6.0419e-07     	|
configure_callbacks                	|  7.5661e-06     	|1              	|  7.5661e-06     	|  5.7951e-07     	|
