FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  442.07         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.0921         	|200            	|  418.43         	|  94.651         	|
run_training_batch                 	|  0.34782        	|1000           	|  347.82         	|  78.679         	|
optimizer_step_with_closure_0      	|  0.34517        	|1000           	|  345.17         	|  78.08          	|
training_step_and_backward         	|  0.26862        	|1000           	|  268.62         	|  60.763         	|
model_forward                      	|  0.15946        	|1000           	|  159.46         	|  36.07          	|
training_step                      	|  0.15931        	|1000           	|  159.31         	|  36.037         	|
backward                           	|  0.10783        	|1000           	|  107.83         	|  24.391         	|
get_train_batch                    	|  0.016534       	|1200           	|  19.841         	|  4.4882         	|
fetch_next_train_batch             	|  0.016509       	|1200           	|  19.811         	|  4.4814         	|
zero_grad                          	|  0.0013052      	|1000           	|  1.3052         	|  0.29525        	|
on_train_batch_end                 	|  0.0012442      	|1000           	|  1.2442         	|  0.28144        	|
training_batch_to_device           	|  0.00034124     	|1000           	|  0.34124        	|  0.07719        	|
on_train_batch_start               	|  9.6585e-05     	|1000           	|  0.096585       	|  0.021848       	|
on_train_epoch_start               	|  0.00027629     	|200            	|  0.055258       	|  0.0125         	|
on_train_epoch_end                 	|  0.00025268     	|200            	|  0.050536       	|  0.011431       	|
on_batch_start                     	|  2.4362e-05     	|1000           	|  0.024362       	|  0.0055108      	|
on_train_end                       	|  0.023595       	|1              	|  0.023595       	|  0.0053373      	|
on_pretrain_routine_start          	|  0.022979       	|1              	|  0.022979       	|  0.0051981      	|
on_before_zero_grad                	|  1.6553e-05     	|1000           	|  0.016553       	|  0.0037445      	|
on_batch_end                       	|  1.3695e-05     	|1000           	|  0.013695       	|  0.0030978      	|
on_after_backward                  	|  1.1908e-05     	|1000           	|  0.011908       	|  0.0026938      	|
on_before_backward                 	|  1.1276e-05     	|1000           	|  0.011276       	|  0.0025507      	|
on_before_optimizer_step           	|  1.1097e-05     	|1000           	|  0.011097       	|  0.0025103      	|
configure_optimizers               	|  0.0082939      	|1              	|  0.0082939      	|  0.0018761      	|
training_step_end                  	|  6.479e-06      	|1000           	|  0.006479       	|  0.0014656      	|
on_epoch_start                     	|  1.1046e-05     	|200            	|  0.0022091      	|  0.00049972     	|
on_epoch_end                       	|  1.0354e-05     	|200            	|  0.0020709      	|  0.00046845     	|
on_train_start                     	|  0.0007878      	|1              	|  0.0007878      	|  0.0001782      	|
on_before_accelerator_backend_setup	|  2.3424e-05     	|1              	|  2.3424e-05     	|  5.2987e-06     	|
on_fit_end                         	|  2.0869e-05     	|1              	|  2.0869e-05     	|  4.7207e-06     	|
on_fit_start                       	|  1.7303e-05     	|1              	|  1.7303e-05     	|  3.914e-06      	|
setup                              	|  1.4948e-05     	|1              	|  1.4948e-05     	|  3.3813e-06     	|
on_pretrain_routine_end            	|  1.3846e-05     	|1              	|  1.3846e-05     	|  3.1321e-06     	|
on_configure_sharded_model         	|  1.3525e-05     	|1              	|  1.3525e-05     	|  3.0594e-06     	|
teardown                           	|  1.0459e-05     	|1              	|  1.0459e-05     	|  2.3659e-06     	|
prepare_data                       	|  7.594e-06      	|1              	|  7.594e-06      	|  1.7178e-06     	|
configure_callbacks                	|  6.161e-06      	|1              	|  6.161e-06      	|  1.3937e-06     	|
on_train_dataloader                	|  4.88e-06       	|1              	|  4.88e-06       	|  1.1039e-06     	|
configure_sharded_model            	|  4.869e-06      	|1              	|  4.869e-06      	|  1.1014e-06     	|
on_val_dataloader                  	|  4.348e-06      	|1              	|  4.348e-06      	|  9.8355e-07     	|
