FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  432.83         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.0444         	|200            	|  408.87         	|  94.464         	|
run_training_batch                 	|  0.33809        	|1000           	|  338.09         	|  78.11          	|
optimizer_step_with_closure_0      	|  0.33543        	|1000           	|  335.43         	|  77.496         	|
training_step_and_backward         	|  0.25977        	|1000           	|  259.77         	|  60.015         	|
model_forward                      	|  0.15526        	|1000           	|  155.26         	|  35.87          	|
training_step                      	|  0.15511        	|1000           	|  155.11         	|  35.835         	|
backward                           	|  0.10317        	|1000           	|  103.17         	|  23.836         	|
get_train_batch                    	|  0.016631       	|1200           	|  19.957         	|  4.6107         	|
fetch_next_train_batch             	|  0.016606       	|1200           	|  19.927         	|  4.6038         	|
zero_grad                          	|  0.0013114      	|1000           	|  1.3114         	|  0.30298        	|
on_train_batch_end                 	|  0.001247       	|1000           	|  1.247          	|  0.2881         	|
training_batch_to_device           	|  0.00033523     	|1000           	|  0.33523        	|  0.077449       	|
on_train_batch_start               	|  9.6468e-05     	|1000           	|  0.096468       	|  0.022288       	|
on_train_epoch_start               	|  0.00026602     	|200            	|  0.053203       	|  0.012292       	|
on_train_epoch_end                 	|  0.00025152     	|200            	|  0.050303       	|  0.011622       	|
on_train_end                       	|  0.024058       	|1              	|  0.024058       	|  0.0055582      	|
on_batch_start                     	|  2.345e-05      	|1000           	|  0.02345        	|  0.0054178      	|
on_pretrain_routine_start          	|  0.022683       	|1              	|  0.022683       	|  0.0052406      	|
on_before_zero_grad                	|  1.6355e-05     	|1000           	|  0.016355       	|  0.0037785      	|
on_batch_end                       	|  1.4089e-05     	|1000           	|  0.014089       	|  0.003255       	|
on_after_backward                  	|  1.1328e-05     	|1000           	|  0.011328       	|  0.0026172      	|
on_before_backward                 	|  1.1161e-05     	|1000           	|  0.011161       	|  0.0025785      	|
on_before_optimizer_step           	|  1.0964e-05     	|1000           	|  0.010964       	|  0.0025331      	|
configure_optimizers               	|  0.0085247      	|1              	|  0.0085247      	|  0.0019695      	|
training_step_end                  	|  6.729e-06      	|1000           	|  0.006729       	|  0.0015546      	|
on_epoch_start                     	|  1.0501e-05     	|200            	|  0.0021003      	|  0.00048524     	|
on_epoch_end                       	|  1.0294e-05     	|200            	|  0.0020588      	|  0.00047567     	|
on_train_start                     	|  0.00079936     	|1              	|  0.00079936     	|  0.00018468     	|
on_fit_end                         	|  2.145e-05      	|1              	|  2.145e-05      	|  4.9557e-06     	|
on_before_accelerator_backend_setup	|  2.142e-05      	|1              	|  2.142e-05      	|  4.9488e-06     	|
on_fit_start                       	|  1.7934e-05     	|1              	|  1.7934e-05     	|  4.1434e-06     	|
on_configure_sharded_model         	|  1.621e-05      	|1              	|  1.621e-05      	|  3.7451e-06     	|
setup                              	|  1.3125e-05     	|1              	|  1.3125e-05     	|  3.0323e-06     	|
on_pretrain_routine_end            	|  9.759e-06      	|1              	|  9.759e-06      	|  2.2547e-06     	|
teardown                           	|  9.658e-06      	|1              	|  9.658e-06      	|  2.2313e-06     	|
prepare_data                       	|  7.4741e-06     	|1              	|  7.4741e-06     	|  1.7268e-06     	|
configure_callbacks                	|  6.552e-06      	|1              	|  6.552e-06      	|  1.5137e-06     	|
configure_sharded_model            	|  5.3e-06        	|1              	|  5.3e-06        	|  1.2245e-06     	|
on_val_dataloader                  	|  4.7589e-06     	|1              	|  4.7589e-06     	|  1.0995e-06     	|
on_train_dataloader                	|  4.228e-06      	|1              	|  4.228e-06      	|  9.7681e-07     	|
