FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  532.35         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  1.0172         	|500            	|  508.6          	|  95.54          	|
run_training_batch                 	|  0.33412        	|1000           	|  334.12         	|  62.763         	|
optimizer_step_with_closure_0      	|  0.33141        	|1000           	|  331.41         	|  62.254         	|
training_step_and_backward         	|  0.24876        	|1000           	|  248.76         	|  46.729         	|
model_forward                      	|  0.15479        	|1000           	|  154.79         	|  29.078         	|
training_step                      	|  0.15462        	|1000           	|  154.62         	|  29.046         	|
backward                           	|  0.092559       	|1000           	|  92.559         	|  17.387         	|
get_train_batch                    	|  0.030666       	|1500           	|  45.998         	|  8.6407         	|
fetch_next_train_batch             	|  0.030632       	|1500           	|  45.948         	|  8.6312         	|
zero_grad                          	|  0.0013761      	|1000           	|  1.3761         	|  0.25849        	|
on_train_batch_end                 	|  0.0012991      	|1000           	|  1.2991         	|  0.24403        	|
training_batch_to_device           	|  0.00062304     	|1000           	|  0.62304        	|  0.11704        	|
on_train_epoch_start               	|  0.00027402     	|500            	|  0.13701        	|  0.025737       	|
on_train_epoch_end                 	|  0.00025767     	|500            	|  0.12884        	|  0.024202       	|
on_train_batch_start               	|  0.00010605     	|1000           	|  0.10605        	|  0.019921       	|
on_batch_start                     	|  3.705e-05      	|1000           	|  0.03705        	|  0.0069597      	|
on_train_end                       	|  0.023737       	|1              	|  0.023737       	|  0.0044589      	|
on_pretrain_routine_start          	|  0.021969       	|1              	|  0.021969       	|  0.0041268      	|
on_before_zero_grad                	|  2.1187e-05     	|1000           	|  0.021187       	|  0.00398        	|
on_batch_end                       	|  1.3263e-05     	|1000           	|  0.013263       	|  0.0024914      	|
on_before_backward                 	|  1.2268e-05     	|1000           	|  0.012268       	|  0.0023045      	|
on_before_optimizer_step           	|  1.2151e-05     	|1000           	|  0.012151       	|  0.0022826      	|
on_after_backward                  	|  1.1848e-05     	|1000           	|  0.011848       	|  0.0022256      	|
configure_optimizers               	|  0.0085265      	|1              	|  0.0085265      	|  0.0016017      	|
training_step_end                  	|  8.0193e-06     	|1000           	|  0.0080193      	|  0.0015064      	|
on_epoch_end                       	|  1.0823e-05     	|500            	|  0.0054115      	|  0.0010165      	|
on_epoch_start                     	|  1.0442e-05     	|500            	|  0.0052209      	|  0.00098074     	|
on_train_start                     	|  0.00074281     	|1              	|  0.00074281     	|  0.00013954     	|
on_fit_end                         	|  2.5407e-05     	|1              	|  2.5407e-05     	|  4.7727e-06     	|
on_before_accelerator_backend_setup	|  2.0027e-05     	|1              	|  2.0027e-05     	|  3.762e-06      	|
on_fit_start                       	|  1.6561e-05     	|1              	|  1.6561e-05     	|  3.1109e-06     	|
on_configure_sharded_model         	|  1.4187e-05     	|1              	|  1.4187e-05     	|  2.665e-06      	|
setup                              	|  1.3375e-05     	|1              	|  1.3375e-05     	|  2.5125e-06     	|
teardown                           	|  1.1071e-05     	|1              	|  1.1071e-05     	|  2.0797e-06     	|
on_pretrain_routine_end            	|  1.035e-05      	|1              	|  1.035e-05      	|  1.9442e-06     	|
prepare_data                       	|  8.2459e-06     	|1              	|  8.2459e-06     	|  1.549e-06      	|
configure_callbacks                	|  4.869e-06      	|1              	|  4.869e-06      	|  9.1462e-07     	|
configure_sharded_model            	|  4.6879e-06     	|1              	|  4.6879e-06     	|  8.8062e-07     	|
on_val_dataloader                  	|  4.508e-06      	|1              	|  4.508e-06      	|  8.4681e-07     	|
on_train_dataloader                	|  4.168e-06      	|1              	|  4.168e-06      	|  7.8295e-07     	|
