FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1296.4         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.5545         	|500            	|  1277.2         	|  98.525         	|
run_training_batch                 	|  0.25522        	|1000           	|  255.22         	|  19.687         	|
optimizer_step_with_closure_0      	|  0.25255        	|1000           	|  252.55         	|  19.482         	|
training_step_and_backward         	|  0.1918         	|1000           	|  191.8          	|  14.795         	|
get_train_batch                    	|  0.1216         	|1500           	|  182.4          	|  14.07          	|
fetch_next_train_batch             	|  0.12156        	|1500           	|  182.35         	|  14.066         	|
model_forward                      	|  0.097434       	|1000           	|  97.434         	|  7.5159         	|
training_step                      	|  0.097232       	|1000           	|  97.232         	|  7.5003         	|
backward                           	|  0.092958       	|1000           	|  92.958         	|  7.1707         	|
on_train_batch_end                 	|  0.0018165      	|1000           	|  1.8165         	|  0.14012        	|
zero_grad                          	|  0.0013658      	|1000           	|  1.3658         	|  0.10536        	|
training_batch_to_device           	|  0.00063262     	|1000           	|  0.63262        	|  0.0488         	|
on_train_epoch_start               	|  0.00035971     	|500            	|  0.17985        	|  0.013874       	|
on_train_epoch_end                 	|  0.00030948     	|500            	|  0.15474        	|  0.011937       	|
on_train_batch_start               	|  0.00010945     	|1000           	|  0.10945        	|  0.0084429      	|
on_batch_start                     	|  4.4902e-05     	|1000           	|  0.044902       	|  0.0034637      	|
on_train_end                       	|  0.042976       	|1              	|  0.042976       	|  0.0033151      	|
on_pretrain_routine_start          	|  0.022968       	|1              	|  0.022968       	|  0.0017717      	|
on_before_zero_grad                	|  2.1213e-05     	|1000           	|  0.021213       	|  0.0016363      	|
on_after_backward                  	|  1.9242e-05     	|1000           	|  0.019242       	|  0.0014843      	|
on_batch_end                       	|  1.6805e-05     	|1000           	|  0.016805       	|  0.0012963      	|
on_before_optimizer_step           	|  1.4882e-05     	|1000           	|  0.014882       	|  0.001148       	|
configure_optimizers               	|  0.013791       	|1              	|  0.013791       	|  0.0010638      	|
on_before_backward                 	|  1.1981e-05     	|1000           	|  0.011981       	|  0.00092422     	|
training_step_end                  	|  8.0286e-06     	|1000           	|  0.0080286      	|  0.00061931     	|
on_epoch_end                       	|  1.153e-05      	|500            	|  0.005765       	|  0.0004447      	|
on_epoch_start                     	|  1.0821e-05     	|500            	|  0.0054105      	|  0.00041736     	|
on_train_start                     	|  0.0011872      	|1              	|  0.0011872      	|  9.158e-05      	|
on_fit_end                         	|  6.5073e-05     	|1              	|  6.5073e-05     	|  5.0197e-06     	|
on_fit_start                       	|  4.6084e-05     	|1              	|  4.6084e-05     	|  3.5548e-06     	|
setup                              	|  2.6634e-05     	|1              	|  2.6634e-05     	|  2.0545e-06     	|
on_before_accelerator_backend_setup	|  2.3408e-05     	|1              	|  2.3408e-05     	|  1.8057e-06     	|
on_pretrain_routine_end            	|  2.1491e-05     	|1              	|  2.1491e-05     	|  1.6578e-06     	|
on_configure_sharded_model         	|  2.0515e-05     	|1              	|  2.0515e-05     	|  1.5825e-06     	|
teardown                           	|  1.9776e-05     	|1              	|  1.9776e-05     	|  1.5255e-06     	|
on_train_dataloader                	|  1.175e-05      	|1              	|  1.175e-05      	|  9.0635e-07     	|
prepare_data                       	|  9.7435e-06     	|1              	|  9.7435e-06     	|  7.516e-07      	|
configure_sharded_model            	|  9.4976e-06     	|1              	|  9.4976e-06     	|  7.3263e-07     	|
configure_callbacks                	|  9.276e-06      	|1              	|  9.276e-06      	|  7.1554e-07     	|
on_val_dataloader                  	|  8.3465e-06     	|1              	|  8.3465e-06     	|  6.4384e-07     	|
