FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1541.9         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  24.112         	|63             	|  1519.0         	|  98.519         	|
run_training_batch                 	|  0.18552        	|8000           	|  1484.1         	|  96.255         	|
training_step_and_backward         	|  0.17557        	|8000           	|  1404.6         	|  91.094         	|
model_forward                      	|  0.09253        	|8000           	|  740.24         	|  48.009         	|
training_step                      	|  0.092398       	|8000           	|  739.18         	|  47.94          	|
backward                           	|  0.082858       	|8000           	|  662.86         	|  42.991         	|
optimizer_step_with_closure_0      	|  0.23417        	|1000           	|  234.17         	|  15.187         	|
get_train_batch                    	|  0.0022633      	|8063           	|  18.249         	|  1.1835         	|
fetch_next_train_batch             	|  0.0022469      	|8063           	|  18.117         	|  1.175          	|
on_train_batch_end                 	|  0.0010672      	|8000           	|  8.5373         	|  0.55369        	|
training_batch_to_device           	|  0.00021355     	|8000           	|  1.7084         	|  0.1108         	|
zero_grad                          	|  0.0013227      	|1000           	|  1.3227         	|  0.085786       	|
on_train_batch_start               	|  8.9693e-05     	|8000           	|  0.71755        	|  0.046537       	|
on_batch_start                     	|  1.4623e-05     	|8000           	|  0.11699        	|  0.0075872      	|
on_batch_end                       	|  1.3144e-05     	|8000           	|  0.10515        	|  0.0068196      	|
on_before_backward                 	|  1.2844e-05     	|8000           	|  0.10275        	|  0.0066639      	|
on_after_backward                  	|  1.175e-05      	|8000           	|  0.094004       	|  0.0060967      	|
training_step_end                  	|  5.7197e-06     	|8000           	|  0.045758       	|  0.0029676      	|
on_train_end                       	|  0.025353       	|1              	|  0.025353       	|  0.0016443      	|
on_pretrain_routine_start          	|  0.022856       	|1              	|  0.022856       	|  0.0014824      	|
on_train_epoch_start               	|  0.00030804     	|63             	|  0.019406       	|  0.0012586      	|
on_train_epoch_end                 	|  0.00028883     	|63             	|  0.018196       	|  0.0011801      	|
on_before_zero_grad                	|  1.4583e-05     	|1000           	|  0.014583       	|  0.00094577     	|
on_before_optimizer_step           	|  1.2017e-05     	|1000           	|  0.012017       	|  0.00077939     	|
configure_optimizers               	|  0.0080859      	|1              	|  0.0080859      	|  0.00052442     	|
on_train_start                     	|  0.00070544     	|1              	|  0.00070544     	|  4.5752e-05     	|
on_epoch_end                       	|  1.0931e-05     	|63             	|  0.00068864     	|  4.4662e-05     	|
on_epoch_start                     	|  1.0401e-05     	|63             	|  0.00065527     	|  4.2498e-05     	|
on_fit_end                         	|  2.1551e-05     	|1              	|  2.1551e-05     	|  1.3977e-06     	|
on_before_accelerator_backend_setup	|  2.0729e-05     	|1              	|  2.0729e-05     	|  1.3444e-06     	|
on_fit_start                       	|  1.615e-05      	|1              	|  1.615e-05      	|  1.0474e-06     	|
on_configure_sharded_model         	|  1.3245e-05     	|1              	|  1.3245e-05     	|  8.5902e-07     	|
setup                              	|  1.3225e-05     	|1              	|  1.3225e-05     	|  8.5772e-07     	|
on_pretrain_routine_end            	|  1.2463e-05     	|1              	|  1.2463e-05     	|  8.0831e-07     	|
teardown                           	|  1.0039e-05     	|1              	|  1.0039e-05     	|  6.5109e-07     	|
prepare_data                       	|  7.0729e-06     	|1              	|  7.0729e-06     	|  4.5872e-07     	|
configure_callbacks                	|  6.282e-06      	|1              	|  6.282e-06      	|  4.0742e-07     	|
on_val_dataloader                  	|  4.749e-06      	|1              	|  4.749e-06      	|  3.08e-07       	|
configure_sharded_model            	|  4.6589e-06     	|1              	|  4.6589e-06     	|  3.0216e-07     	|
on_train_dataloader                	|  4.448e-06      	|1              	|  4.448e-06      	|  2.8848e-07     	|
