FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  708.3          	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  3.4347         	|200            	|  686.94         	|  96.984         	|
run_training_batch                 	|  0.287          	|1000           	|  287.0          	|  40.519         	|
optimizer_step_with_closure_0      	|  0.28345        	|1000           	|  283.45         	|  40.019         	|
training_step_and_backward         	|  0.21934        	|1000           	|  219.34         	|  30.968         	|
model_forward                      	|  0.11075        	|1000           	|  110.75         	|  15.637         	|
training_step                      	|  0.11054        	|1000           	|  110.54         	|  15.607         	|
backward                           	|  0.10704        	|1000           	|  107.04         	|  15.112         	|
get_train_batch                    	|  0.063334       	|1200           	|  76.001         	|  10.73          	|
fetch_next_train_batch             	|  0.063301       	|1200           	|  75.961         	|  10.724         	|
on_train_batch_end                 	|  0.0023139      	|1000           	|  2.3139         	|  0.32668        	|
zero_grad                          	|  0.0015104      	|1000           	|  1.5104         	|  0.21324        	|
training_batch_to_device           	|  0.00046117     	|1000           	|  0.46117        	|  0.065109       	|
on_train_end                       	|  0.39764        	|1              	|  0.39764        	|  0.056139       	|
on_train_batch_start               	|  0.00010539     	|1000           	|  0.10539        	|  0.014879       	|
on_train_epoch_end                 	|  0.0003198      	|200            	|  0.06396        	|  0.0090301      	|
on_train_epoch_start               	|  0.00031905     	|200            	|  0.06381        	|  0.0090088      	|
on_after_backward                  	|  3.0331e-05     	|1000           	|  0.030331       	|  0.0042822      	|
on_batch_start                     	|  3.0246e-05     	|1000           	|  0.030246       	|  0.0042702      	|
on_pretrain_routine_start          	|  0.02455        	|1              	|  0.02455        	|  0.003466       	|
on_before_zero_grad                	|  1.9413e-05     	|1000           	|  0.019413       	|  0.0027408      	|
on_batch_end                       	|  1.6319e-05     	|1000           	|  0.016319       	|  0.0023039      	|
configure_optimizers               	|  0.015609       	|1              	|  0.015609       	|  0.0022037      	|
on_before_optimizer_step           	|  1.5333e-05     	|1000           	|  0.015333       	|  0.0021647      	|
on_before_backward                 	|  1.3658e-05     	|1000           	|  0.013658       	|  0.0019283      	|
training_step_end                  	|  9.2032e-06     	|1000           	|  0.0092032      	|  0.0012993      	|
on_epoch_end                       	|  1.1774e-05     	|200            	|  0.0023548      	|  0.00033246     	|
on_epoch_start                     	|  1.1026e-05     	|200            	|  0.0022051      	|  0.00031133     	|
on_train_start                     	|  0.0011105      	|1              	|  0.0011105      	|  0.00015679     	|
on_fit_end                         	|  6.5237e-05     	|1              	|  6.5237e-05     	|  9.2104e-06     	|
on_fit_start                       	|  4.7497e-05     	|1              	|  4.7497e-05     	|  6.7058e-06     	|
on_before_accelerator_backend_setup	|  2.381e-05      	|1              	|  2.381e-05      	|  3.3616e-06     	|
setup                              	|  2.3387e-05     	|1              	|  2.3387e-05     	|  3.3019e-06     	|
on_configure_sharded_model         	|  2.1059e-05     	|1              	|  2.1059e-05     	|  2.9732e-06     	|
teardown                           	|  1.4836e-05     	|1              	|  1.4836e-05     	|  2.0946e-06     	|
on_pretrain_routine_end            	|  1.4555e-05     	|1              	|  1.4555e-05     	|  2.0549e-06     	|
configure_callbacks                	|  1.2251e-05     	|1              	|  1.2251e-05     	|  1.7296e-06     	|
on_val_dataloader                  	|  8.652e-06      	|1              	|  8.652e-06      	|  1.2215e-06     	|
configure_sharded_model            	|  8.4452e-06     	|1              	|  8.4452e-06     	|  1.1923e-06     	|
on_train_dataloader                	|  7.9107e-06     	|1              	|  7.9107e-06     	|  1.1168e-06     	|
prepare_data                       	|  7.8399e-06     	|1              	|  7.8399e-06     	|  1.1069e-06     	|
