FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  732.97         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  3.5704         	|200            	|  714.08         	|  97.422         	|
run_training_batch                 	|  0.29022        	|1000           	|  290.22         	|  39.595         	|
optimizer_step_with_closure_0      	|  0.28637        	|1000           	|  286.37         	|  39.07          	|
training_step_and_backward         	|  0.22058        	|1000           	|  220.58         	|  30.094         	|
model_forward                      	|  0.11254        	|1000           	|  112.54         	|  15.353         	|
training_step                      	|  0.11232        	|1000           	|  112.32         	|  15.324         	|
backward                           	|  0.10644        	|1000           	|  106.44         	|  14.522         	|
get_train_batch                    	|  0.069769       	|1200           	|  83.722         	|  11.422         	|
fetch_next_train_batch             	|  0.069736       	|1200           	|  83.684         	|  11.417         	|
on_train_batch_end                 	|  0.0024284      	|1000           	|  2.4284         	|  0.33131        	|
zero_grad                          	|  0.0015706      	|1000           	|  1.5706         	|  0.21428        	|
training_batch_to_device           	|  0.00055498     	|1000           	|  0.55498        	|  0.075716       	|
on_train_batch_start               	|  0.00010741     	|1000           	|  0.10741        	|  0.014655       	|
on_train_end                       	|  0.10718        	|1              	|  0.10718        	|  0.014622       	|
on_train_epoch_start               	|  0.00033182     	|200            	|  0.066363       	|  0.009054       	|
on_train_epoch_end                 	|  0.00032907     	|200            	|  0.065813       	|  0.0089789      	|
on_batch_start                     	|  3.5802e-05     	|1000           	|  0.035802       	|  0.0048846      	|
on_after_backward                  	|  2.9267e-05     	|1000           	|  0.029267       	|  0.003993       	|
on_pretrain_routine_start          	|  0.0228         	|1              	|  0.0228         	|  0.0031106      	|
on_before_zero_grad                	|  2.0909e-05     	|1000           	|  0.020909       	|  0.0028527      	|
configure_optimizers               	|  0.018904       	|1              	|  0.018904       	|  0.002579       	|
on_batch_end                       	|  1.6249e-05     	|1000           	|  0.016249       	|  0.0022168      	|
on_before_optimizer_step           	|  1.4942e-05     	|1000           	|  0.014942       	|  0.0020386      	|
on_before_backward                 	|  1.4468e-05     	|1000           	|  0.014468       	|  0.0019739      	|
training_step_end                  	|  8.8664e-06     	|1000           	|  0.0088664      	|  0.0012097      	|
on_epoch_end                       	|  1.3128e-05     	|200            	|  0.0026257      	|  0.00035822     	|
on_epoch_start                     	|  1.1908e-05     	|200            	|  0.0023815      	|  0.00032492     	|
on_train_start                     	|  0.001091       	|1              	|  0.001091       	|  0.00014885     	|
on_fit_end                         	|  0.00010544     	|1              	|  0.00010544     	|  1.4386e-05     	|
on_fit_start                       	|  4.4689e-05     	|1              	|  4.4689e-05     	|  6.0969e-06     	|
setup                              	|  2.5181e-05     	|1              	|  2.5181e-05     	|  3.4355e-06     	|
on_before_accelerator_backend_setup	|  2.5168e-05     	|1              	|  2.5168e-05     	|  3.4337e-06     	|
on_configure_sharded_model         	|  2.0813e-05     	|1              	|  2.0813e-05     	|  2.8396e-06     	|
teardown                           	|  1.4979e-05     	|1              	|  1.4979e-05     	|  2.0437e-06     	|
on_pretrain_routine_end            	|  1.2062e-05     	|1              	|  1.2062e-05     	|  1.6457e-06     	|
prepare_data                       	|  1.2007e-05     	|1              	|  1.2007e-05     	|  1.6381e-06     	|
configure_callbacks                	|  7.486e-06      	|1              	|  7.486e-06      	|  1.0213e-06     	|
on_val_dataloader                  	|  7.4841e-06     	|1              	|  7.4841e-06     	|  1.0211e-06     	|
configure_sharded_model            	|  7.2233e-06     	|1              	|  7.2233e-06     	|  9.8549e-07     	|
on_train_dataloader                	|  6.8359e-06     	|1              	|  6.8359e-06     	|  9.3263e-07     	|
