FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  488.93         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  0.93137        	|500            	|  465.69         	|  95.245         	|
run_training_batch                 	|  0.31561        	|1000           	|  315.61         	|  64.552         	|
optimizer_step_with_closure_0      	|  0.31297        	|1000           	|  312.97         	|  64.011         	|
training_step_and_backward         	|  0.23507        	|1000           	|  235.07         	|  48.079         	|
model_forward                      	|  0.14479        	|1000           	|  144.79         	|  29.614         	|
training_step                      	|  0.14463        	|1000           	|  144.63         	|  29.58          	|
backward                           	|  0.0889         	|1000           	|  88.9           	|  18.182         	|
get_train_batch                    	|  0.028616       	|1500           	|  42.924         	|  8.7791         	|
fetch_next_train_batch             	|  0.028583       	|1500           	|  42.875         	|  8.7691         	|
zero_grad                          	|  0.0013511      	|1000           	|  1.3511         	|  0.27634        	|
on_train_batch_end                 	|  0.0013148      	|1000           	|  1.3148         	|  0.26892        	|
training_batch_to_device           	|  0.00060235     	|1000           	|  0.60235        	|  0.1232         	|
on_train_epoch_start               	|  0.00028185     	|500            	|  0.14092        	|  0.028823       	|
on_train_epoch_end                 	|  0.00026398     	|500            	|  0.13199        	|  0.026996       	|
on_train_batch_start               	|  0.00010689     	|1000           	|  0.10689        	|  0.021862       	|
on_batch_start                     	|  3.2238e-05     	|1000           	|  0.032238       	|  0.0065935      	|
on_train_end                       	|  0.023915       	|1              	|  0.023915       	|  0.0048912      	|
on_pretrain_routine_start          	|  0.022964       	|1              	|  0.022964       	|  0.0046968      	|
on_before_zero_grad                	|  2.0482e-05     	|1000           	|  0.020482       	|  0.0041891      	|
on_batch_end                       	|  1.3926e-05     	|1000           	|  0.013926       	|  0.0028482      	|
on_before_optimizer_step           	|  1.3824e-05     	|1000           	|  0.013824       	|  0.0028274      	|
on_before_backward                 	|  1.1683e-05     	|1000           	|  0.011683       	|  0.0023895      	|
on_after_backward                  	|  1.16e-05       	|1000           	|  0.0116         	|  0.0023724      	|
configure_optimizers               	|  0.0087577      	|1              	|  0.0087577      	|  0.0017912      	|
training_step_end                  	|  7.5952e-06     	|1000           	|  0.0075952      	|  0.0015534      	|
on_epoch_start                     	|  1.095e-05      	|500            	|  0.0054749      	|  0.0011198      	|
on_epoch_end                       	|  1.0727e-05     	|500            	|  0.0053636      	|  0.001097       	|
on_train_start                     	|  0.00071284     	|1              	|  0.00071284     	|  0.0001458      	|
on_fit_end                         	|  2.3765e-05     	|1              	|  2.3765e-05     	|  4.8606e-06     	|
on_before_accelerator_backend_setup	|  2.2452e-05     	|1              	|  2.2452e-05     	|  4.592e-06      	|
on_fit_start                       	|  1.7583e-05     	|1              	|  1.7583e-05     	|  3.5962e-06     	|
on_configure_sharded_model         	|  1.4086e-05     	|1              	|  1.4086e-05     	|  2.8809e-06     	|
setup                              	|  1.3776e-05     	|1              	|  1.3776e-05     	|  2.8175e-06     	|
teardown                           	|  1.1482e-05     	|1              	|  1.1482e-05     	|  2.3484e-06     	|
on_pretrain_routine_end            	|  9.7579e-06     	|1              	|  9.7579e-06     	|  1.9958e-06     	|
prepare_data                       	|  8.296e-06      	|1              	|  8.296e-06      	|  1.6968e-06     	|
configure_callbacks                	|  5.2099e-06     	|1              	|  5.2099e-06     	|  1.0656e-06     	|
on_val_dataloader                  	|  4.719e-06      	|1              	|  4.719e-06      	|  9.6516e-07     	|
configure_sharded_model            	|  4.4779e-06     	|1              	|  4.4779e-06     	|  9.1585e-07     	|
on_train_dataloader                	|  4.0281e-06     	|1              	|  4.0281e-06     	|  8.2385e-07     	|
