FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  432.02         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.0415         	|200            	|  408.31         	|  94.51          	|
run_training_batch                 	|  0.33736        	|1000           	|  337.36         	|  78.088         	|
optimizer_step_with_closure_0      	|  0.33467        	|1000           	|  334.67         	|  77.466         	|
training_step_and_backward         	|  0.25932        	|1000           	|  259.32         	|  60.024         	|
model_forward                      	|  0.15493        	|1000           	|  154.93         	|  35.861         	|
training_step                      	|  0.15478        	|1000           	|  154.78         	|  35.827         	|
backward                           	|  0.10304        	|1000           	|  103.04         	|  23.85          	|
get_train_batch                    	|  0.016602       	|1200           	|  19.922         	|  4.6114         	|
fetch_next_train_batch             	|  0.016577       	|1200           	|  19.892         	|  4.6045         	|
zero_grad                          	|  0.0013229      	|1000           	|  1.3229         	|  0.30621        	|
on_train_batch_end                 	|  0.0012629      	|1000           	|  1.2629         	|  0.29231        	|
training_batch_to_device           	|  0.00034166     	|1000           	|  0.34166        	|  0.079085       	|
on_train_batch_start               	|  9.7059e-05     	|1000           	|  0.097059       	|  0.022466       	|
on_train_epoch_start               	|  0.00026812     	|200            	|  0.053624       	|  0.012412       	|
on_train_epoch_end                 	|  0.00025037     	|200            	|  0.050073       	|  0.01159        	|
on_train_end                       	|  0.024011       	|1              	|  0.024011       	|  0.0055577      	|
on_pretrain_routine_start          	|  0.023784       	|1              	|  0.023784       	|  0.0055053      	|
on_batch_start                     	|  2.2805e-05     	|1000           	|  0.022805       	|  0.0052786      	|
on_before_zero_grad                	|  1.6249e-05     	|1000           	|  0.016249       	|  0.0037611      	|
on_batch_end                       	|  1.4334e-05     	|1000           	|  0.014334       	|  0.0033179      	|
on_before_optimizer_step           	|  1.186e-05      	|1000           	|  0.01186        	|  0.0027453      	|
on_after_backward                  	|  1.153e-05      	|1000           	|  0.01153        	|  0.0026689      	|
on_before_backward                 	|  1.1316e-05     	|1000           	|  0.011316       	|  0.0026193      	|
configure_optimizers               	|  0.0085476      	|1              	|  0.0085476      	|  0.0019785      	|
training_step_end                  	|  6.5129e-06     	|1000           	|  0.0065129      	|  0.0015075      	|
on_epoch_end                       	|  1.0846e-05     	|200            	|  0.0021693      	|  0.00050212     	|
on_epoch_start                     	|  1.0761e-05     	|200            	|  0.0021522      	|  0.00049817     	|
on_train_start                     	|  0.00076872     	|1              	|  0.00076872     	|  0.00017793     	|
on_before_accelerator_backend_setup	|  2.2202e-05     	|1              	|  2.2202e-05     	|  5.1391e-06     	|
on_fit_end                         	|  2.137e-05      	|1              	|  2.137e-05      	|  4.9465e-06     	|
on_fit_start                       	|  1.7063e-05     	|1              	|  1.7063e-05     	|  3.9495e-06     	|
setup                              	|  1.3515e-05     	|1              	|  1.3515e-05     	|  3.1283e-06     	|
on_configure_sharded_model         	|  1.3365e-05     	|1              	|  1.3365e-05     	|  3.0936e-06     	|
teardown                           	|  1.079e-05      	|1              	|  1.079e-05      	|  2.4975e-06     	|
on_pretrain_routine_end            	|  1.0189e-05     	|1              	|  1.0189e-05     	|  2.3584e-06     	|
prepare_data                       	|  8.3849e-06     	|1              	|  8.3849e-06     	|  1.9408e-06     	|
configure_callbacks                	|  6.733e-06      	|1              	|  6.733e-06      	|  1.5585e-06     	|
on_val_dataloader                  	|  4.328e-06      	|1              	|  4.328e-06      	|  1.0018e-06     	|
on_train_dataloader                	|  4.318e-06      	|1              	|  4.318e-06      	|  9.9947e-07     	|
configure_sharded_model            	|  4.058e-06      	|1              	|  4.058e-06      	|  9.393e-07      	|
