FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1525.7         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  71.545         	|21             	|  1502.4         	|  98.478         	|
run_training_batch                 	|  0.18404        	|8000           	|  1472.4         	|  96.507         	|
training_step_and_backward         	|  0.1742         	|8000           	|  1393.6         	|  91.345         	|
model_forward                      	|  0.094047       	|8000           	|  752.38         	|  49.315         	|
training_step                      	|  0.093917       	|8000           	|  751.34         	|  49.247         	|
backward                           	|  0.079972       	|8000           	|  639.77         	|  41.934         	|
optimizer_step_with_closure_0      	|  0.23145        	|1000           	|  231.45         	|  15.171         	|
get_train_batch                    	|  0.0018223      	|8021           	|  14.617         	|  0.95807        	|
fetch_next_train_batch             	|  0.0018058      	|8021           	|  14.485         	|  0.9494         	|
on_train_batch_end                 	|  0.0010629      	|8000           	|  8.5033         	|  0.55736        	|
training_batch_to_device           	|  0.0002128      	|8000           	|  1.7024         	|  0.11159        	|
zero_grad                          	|  0.0013069      	|1000           	|  1.3069         	|  0.085662       	|
on_train_batch_start               	|  8.9049e-05     	|8000           	|  0.7124         	|  0.046694       	|
on_batch_start                     	|  1.5341e-05     	|8000           	|  0.12273        	|  0.0080444      	|
on_batch_end                       	|  1.4062e-05     	|8000           	|  0.11249        	|  0.0073736      	|
on_before_backward                 	|  1.2343e-05     	|8000           	|  0.098741       	|  0.0064721      	|
on_after_backward                  	|  1.1611e-05     	|8000           	|  0.092891       	|  0.0060886      	|
training_step_end                  	|  5.5674e-06     	|8000           	|  0.044539       	|  0.0029194      	|
on_train_end                       	|  0.025112       	|1              	|  0.025112       	|  0.001646       	|
on_pretrain_routine_start          	|  0.022647       	|1              	|  0.022647       	|  0.0014844      	|
on_before_zero_grad                	|  1.319e-05      	|1000           	|  0.01319        	|  0.00086452     	|
on_before_optimizer_step           	|  1.1258e-05     	|1000           	|  0.011258       	|  0.00073793     	|
configure_optimizers               	|  0.0086969      	|1              	|  0.0086969      	|  0.00057005     	|
on_train_epoch_start               	|  0.00030868     	|21             	|  0.0064822      	|  0.00042488     	|
on_train_epoch_end                 	|  0.0002739      	|21             	|  0.0057519      	|  0.00037701     	|
on_train_start                     	|  0.00068364     	|1              	|  0.00068364     	|  4.481e-05      	|
on_epoch_start                     	|  1.0856e-05     	|21             	|  0.00022798     	|  1.4943e-05     	|
on_epoch_end                       	|  1.0527e-05     	|21             	|  0.00022107     	|  1.4491e-05     	|
on_before_accelerator_backend_setup	|  2.0709e-05     	|1              	|  2.0709e-05     	|  1.3574e-06     	|
on_fit_end                         	|  2.0408e-05     	|1              	|  2.0408e-05     	|  1.3377e-06     	|
on_fit_start                       	|  1.6641e-05     	|1              	|  1.6641e-05     	|  1.0907e-06     	|
on_configure_sharded_model         	|  1.4658e-05     	|1              	|  1.4658e-05     	|  9.6078e-07     	|
setup                              	|  1.3355e-05     	|1              	|  1.3355e-05     	|  8.7536e-07     	|
teardown                           	|  1.0079e-05     	|1              	|  1.0079e-05     	|  6.6064e-07     	|
on_pretrain_routine_end            	|  9.9379e-06     	|1              	|  9.9379e-06     	|  6.5139e-07     	|
prepare_data                       	|  8.2948e-06     	|1              	|  8.2948e-06     	|  5.4369e-07     	|
configure_callbacks                	|  6.292e-06      	|1              	|  6.292e-06      	|  4.1241e-07     	|
configure_sharded_model            	|  5.0489e-06     	|1              	|  5.0489e-06     	|  3.3094e-07     	|
on_val_dataloader                  	|  4.5979e-06     	|1              	|  4.5979e-06     	|  3.0138e-07     	|
on_train_dataloader                	|  4.3781e-06     	|1              	|  4.3781e-06     	|  2.8697e-07     	|
