FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1223.0         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.4119         	|500            	|  1205.9         	|  98.606         	|
run_training_batch                 	|  0.36931        	|1000           	|  369.31         	|  30.197         	|
optimizer_step_with_closure_0      	|  0.36617        	|1000           	|  366.17         	|  29.941         	|
training_step_and_backward         	|  0.26244        	|1000           	|  262.44         	|  21.459         	|
model_forward                      	|  0.13621        	|1000           	|  136.21         	|  11.138         	|
training_step                      	|  0.13599        	|1000           	|  135.99         	|  11.119         	|
get_train_batch                    	|  0.08947        	|1500           	|  134.2          	|  10.974         	|
fetch_next_train_batch             	|  0.08943        	|1500           	|  134.14         	|  10.969         	|
backward                           	|  0.12474        	|1000           	|  124.74         	|  10.199         	|
on_train_batch_end                 	|  0.0022846      	|1000           	|  2.2846         	|  0.18681        	|
zero_grad                          	|  0.0014485      	|1000           	|  1.4485         	|  0.11844        	|
training_batch_to_device           	|  0.00059424     	|1000           	|  0.59424        	|  0.048589       	|
on_train_epoch_end                 	|  0.00037026     	|500            	|  0.18513        	|  0.015138       	|
on_train_epoch_start               	|  0.00034265     	|500            	|  0.17133        	|  0.014009       	|
on_train_batch_start               	|  0.00011069     	|1000           	|  0.11069        	|  0.0090504      	|
on_batch_start                     	|  4.259e-05      	|1000           	|  0.04259        	|  0.0034825      	|
on_train_end                       	|  0.041619       	|1              	|  0.041619       	|  0.0034031      	|
on_after_backward                  	|  2.5154e-05     	|1000           	|  0.025154       	|  0.0020568      	|
on_before_zero_grad                	|  2.2748e-05     	|1000           	|  0.022748       	|  0.00186        	|
on_pretrain_routine_start          	|  0.022735       	|1              	|  0.022735       	|  0.001859       	|
on_batch_end                       	|  1.8258e-05     	|1000           	|  0.018258       	|  0.0014929      	|
on_before_optimizer_step           	|  1.7433e-05     	|1000           	|  0.017433       	|  0.0014255      	|
on_before_backward                 	|  1.5362e-05     	|1000           	|  0.015362       	|  0.0012561      	|
configure_optimizers               	|  0.011274       	|1              	|  0.011274       	|  0.00092185     	|
training_step_end                  	|  8.8965e-06     	|1000           	|  0.0088965      	|  0.00072744     	|
on_epoch_end                       	|  1.1654e-05     	|500            	|  0.0058268      	|  0.00047644     	|
on_epoch_start                     	|  1.1532e-05     	|500            	|  0.0057659      	|  0.00047146     	|
on_train_start                     	|  0.0024384      	|1              	|  0.0024384      	|  0.00019938     	|
on_fit_start                       	|  4.2001e-05     	|1              	|  4.2001e-05     	|  3.4343e-06     	|
on_before_accelerator_backend_setup	|  3.2229e-05     	|1              	|  3.2229e-05     	|  2.6353e-06     	|
setup                              	|  3.0847e-05     	|1              	|  3.0847e-05     	|  2.5223e-06     	|
on_fit_end                         	|  3.0683e-05     	|1              	|  3.0683e-05     	|  2.5089e-06     	|
on_configure_sharded_model         	|  2.484e-05      	|1              	|  2.484e-05      	|  2.0311e-06     	|
teardown                           	|  1.6794e-05     	|1              	|  1.6794e-05     	|  1.3732e-06     	|
on_pretrain_routine_end            	|  1.3947e-05     	|1              	|  1.3947e-05     	|  1.1405e-06     	|
prepare_data                       	|  1.1563e-05     	|1              	|  1.1563e-05     	|  9.455e-07      	|
configure_callbacks                	|  1.0332e-05     	|1              	|  1.0332e-05     	|  8.4483e-07     	|
configure_sharded_model            	|  9.4511e-06     	|1              	|  9.4511e-06     	|  7.7279e-07     	|
on_val_dataloader                  	|  8.259e-06      	|1              	|  8.259e-06      	|  6.7532e-07     	|
on_train_dataloader                	|  8.1919e-06     	|1              	|  8.1919e-06     	|  6.6983e-07     	|
