FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  361.11         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  13.687         	|25             	|  342.17         	|  94.755         	|
run_training_batch                 	|  0.28236        	|1000           	|  282.36         	|  78.192         	|
optimizer_step_with_closure_0      	|  0.27907        	|1000           	|  279.07         	|  77.281         	|
training_step_and_backward         	|  0.21377        	|1000           	|  213.77         	|  59.198         	|
model_forward                      	|  0.10813        	|1000           	|  108.13         	|  29.942         	|
training_step                      	|  0.10793        	|1000           	|  107.93         	|  29.889         	|
backward                           	|  0.10409        	|1000           	|  104.09         	|  28.825         	|
get_train_batch                    	|  0.014259       	|1025           	|  14.616         	|  4.0475         	|
fetch_next_train_batch             	|  0.014236       	|1025           	|  14.592         	|  4.0409         	|
on_train_batch_end                 	|  0.0021012      	|1000           	|  2.1012         	|  0.58187        	|
zero_grad                          	|  0.0015229      	|1000           	|  1.5229         	|  0.42172        	|
training_batch_to_device           	|  0.00027352     	|1000           	|  0.27352        	|  0.075744       	|
on_train_batch_start               	|  9.3501e-05     	|1000           	|  0.093501       	|  0.025892       	|
on_train_end                       	|  0.041922       	|1              	|  0.041922       	|  0.011609       	|
on_after_backward                  	|  2.5688e-05     	|1000           	|  0.025688       	|  0.0071135      	|
on_pretrain_routine_start          	|  0.022587       	|1              	|  0.022587       	|  0.0062548      	|
on_batch_start                     	|  1.9449e-05     	|1000           	|  0.019449       	|  0.0053859      	|
on_before_zero_grad                	|  1.6803e-05     	|1000           	|  0.016803       	|  0.0046532      	|
on_batch_end                       	|  1.5832e-05     	|1000           	|  0.015832       	|  0.0043841      	|
on_before_optimizer_step           	|  1.3271e-05     	|1000           	|  0.013271       	|  0.003675       	|
on_before_backward                 	|  1.3034e-05     	|1000           	|  0.013034       	|  0.0036094      	|
configure_optimizers               	|  0.012001       	|1              	|  0.012001       	|  0.0033233      	|
on_train_epoch_end                 	|  0.00036909     	|25             	|  0.0092274      	|  0.0025553      	|
on_train_epoch_start               	|  0.00036088     	|25             	|  0.0090221      	|  0.0024984      	|
training_step_end                  	|  7.509e-06      	|1000           	|  0.007509       	|  0.0020794      	|
on_train_start                     	|  0.0011336      	|1              	|  0.0011336      	|  0.00031393     	|
on_epoch_end                       	|  1.2532e-05     	|25             	|  0.00031329     	|  8.6757e-05     	|
on_epoch_start                     	|  1.1641e-05     	|25             	|  0.00029102     	|  8.0591e-05     	|
on_fit_end                         	|  5.8325e-05     	|1              	|  5.8325e-05     	|  1.6151e-05     	|
on_fit_start                       	|  4.3187e-05     	|1              	|  4.3187e-05     	|  1.1959e-05     	|
setup                              	|  3.0188e-05     	|1              	|  3.0188e-05     	|  8.3597e-06     	|
on_before_accelerator_backend_setup	|  2.2957e-05     	|1              	|  2.2957e-05     	|  6.3573e-06     	|
teardown                           	|  2.1648e-05     	|1              	|  2.1648e-05     	|  5.9947e-06     	|
on_configure_sharded_model         	|  1.9707e-05     	|1              	|  1.9707e-05     	|  5.4572e-06     	|
on_pretrain_routine_end            	|  1.5069e-05     	|1              	|  1.5069e-05     	|  4.1729e-06     	|
prepare_data                       	|  1.3789e-05     	|1              	|  1.3789e-05     	|  3.8185e-06     	|
on_train_dataloader                	|  8.665e-06      	|1              	|  8.665e-06      	|  2.3995e-06     	|
configure_sharded_model            	|  7.8697e-06     	|1              	|  7.8697e-06     	|  2.1793e-06     	|
on_val_dataloader                  	|  6.7595e-06     	|1              	|  6.7595e-06     	|  1.8719e-06     	|
configure_callbacks                	|  5.7518e-06     	|1              	|  5.7518e-06     	|  1.5928e-06     	|
