FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  522.5          	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  7.9641         	|63             	|  501.74         	|  96.026         	|
run_training_batch                 	|  0.37912        	|1000           	|  379.12         	|  72.559         	|
optimizer_step_with_closure_0      	|  0.37525        	|1000           	|  375.25         	|  71.818         	|
training_step_and_backward         	|  0.27253        	|1000           	|  272.53         	|  52.159         	|
model_forward                      	|  0.1365         	|1000           	|  136.5          	|  26.124         	|
training_step                      	|  0.13632        	|1000           	|  136.32         	|  26.09          	|
backward                           	|  0.13462        	|1000           	|  134.62         	|  25.765         	|
get_train_batch                    	|  0.025671       	|1063           	|  27.288         	|  5.2226         	|
fetch_next_train_batch             	|  0.025648       	|1063           	|  27.263         	|  5.2178         	|
on_train_batch_end                 	|  0.002011       	|1000           	|  2.011          	|  0.38488        	|
zero_grad                          	|  0.0013821      	|1000           	|  1.3821         	|  0.26451        	|
training_batch_to_device           	|  0.0002698      	|1000           	|  0.2698         	|  0.051636       	|
on_train_batch_start               	|  9.4925e-05     	|1000           	|  0.094925       	|  0.018167       	|
on_train_end                       	|  0.045959       	|1              	|  0.045959       	|  0.0087959      	|
on_pretrain_routine_start          	|  0.022207       	|1              	|  0.022207       	|  0.0042501      	|
on_train_epoch_start               	|  0.00034951     	|63             	|  0.022019       	|  0.0042142      	|
on_after_backward                  	|  2.1736e-05     	|1000           	|  0.021736       	|  0.00416        	|
on_train_epoch_end                 	|  0.00033863     	|63             	|  0.021334       	|  0.004083       	|
on_batch_start                     	|  2.0207e-05     	|1000           	|  0.020207       	|  0.0038673      	|
on_before_zero_grad                	|  1.6486e-05     	|1000           	|  0.016486       	|  0.0031552      	|
on_batch_end                       	|  1.5809e-05     	|1000           	|  0.015809       	|  0.0030256      	|
on_before_optimizer_step           	|  1.5766e-05     	|1000           	|  0.015766       	|  0.0030174      	|
on_before_backward                 	|  1.2692e-05     	|1000           	|  0.012692       	|  0.0024292      	|
configure_optimizers               	|  0.010147       	|1              	|  0.010147       	|  0.001942       	|
training_step_end                  	|  6.3994e-06     	|1000           	|  0.0063994      	|  0.0012248      	|
on_train_start                     	|  0.0015803      	|1              	|  0.0015803      	|  0.00030244     	|
on_epoch_start                     	|  1.1574e-05     	|63             	|  0.00072917     	|  0.00013955     	|
on_epoch_end                       	|  1.1348e-05     	|63             	|  0.00071491     	|  0.00013682     	|
on_before_accelerator_backend_setup	|  7.4448e-05     	|1              	|  7.4448e-05     	|  1.4248e-05     	|
on_fit_end                         	|  5.2795e-05     	|1              	|  5.2795e-05     	|  1.0104e-05     	|
on_fit_start                       	|  4.5907e-05     	|1              	|  4.5907e-05     	|  8.7859e-06     	|
on_configure_sharded_model         	|  2.5855e-05     	|1              	|  2.5855e-05     	|  4.9484e-06     	|
setup                              	|  2.4555e-05     	|1              	|  2.4555e-05     	|  4.6995e-06     	|
teardown                           	|  1.4782e-05     	|1              	|  1.4782e-05     	|  2.8291e-06     	|
on_pretrain_routine_end            	|  1.2169e-05     	|1              	|  1.2169e-05     	|  2.3289e-06     	|
prepare_data                       	|  1.0211e-05     	|1              	|  1.0211e-05     	|  1.9543e-06     	|
configure_sharded_model            	|  8.7582e-06     	|1              	|  8.7582e-06     	|  1.6762e-06     	|
configure_callbacks                	|  7.9125e-06     	|1              	|  7.9125e-06     	|  1.5143e-06     	|
on_val_dataloader                  	|  6.3162e-06     	|1              	|  6.3162e-06     	|  1.2088e-06     	|
on_train_dataloader                	|  5.1763e-06     	|1              	|  5.1763e-06     	|  9.9067e-07     	|
