FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1760.0         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  3.4773         	|500            	|  1738.6         	|  98.787         	|
run_training_batch                 	|  0.4065         	|1000           	|  406.5          	|  23.097         	|
optimizer_step_with_closure_0      	|  0.40288        	|1000           	|  402.88         	|  22.891         	|
training_step_and_backward         	|  0.29857        	|1000           	|  298.57         	|  16.964         	|
get_train_batch                    	|  0.14132        	|1500           	|  211.97         	|  12.044         	|
fetch_next_train_batch             	|  0.14127        	|1500           	|  211.91         	|  12.041         	|
model_forward                      	|  0.1632         	|1000           	|  163.2          	|  9.2727         	|
training_step                      	|  0.16295        	|1000           	|  162.95         	|  9.2586         	|
backward                           	|  0.13382        	|1000           	|  133.82         	|  7.6035         	|
on_train_batch_end                 	|  0.0023806      	|1000           	|  2.3806         	|  0.13526        	|
zero_grad                          	|  0.0015102      	|1000           	|  1.5102         	|  0.085807       	|
training_batch_to_device           	|  0.00063671     	|1000           	|  0.63671        	|  0.036177       	|
on_train_epoch_end                 	|  0.00036511     	|500            	|  0.18256        	|  0.010373       	|
on_train_epoch_start               	|  0.000352       	|500            	|  0.176          	|  0.01           	|
on_train_batch_start               	|  0.00011169     	|1000           	|  0.11169        	|  0.0063462      	|
on_batch_start                     	|  4.4645e-05     	|1000           	|  0.044645       	|  0.0025367      	|
on_train_end                       	|  0.042833       	|1              	|  0.042833       	|  0.0024337      	|
on_after_backward                  	|  2.7064e-05     	|1000           	|  0.027064       	|  0.0015377      	|
on_before_zero_grad                	|  2.3739e-05     	|1000           	|  0.023739       	|  0.0013488      	|
on_pretrain_routine_start          	|  0.022045       	|1              	|  0.022045       	|  0.0012526      	|
on_before_optimizer_step           	|  1.75e-05       	|1000           	|  0.0175         	|  0.00099435     	|
on_before_backward                 	|  1.6571e-05     	|1000           	|  0.016571       	|  0.00094158     	|
on_batch_end                       	|  1.6342e-05     	|1000           	|  0.016342       	|  0.00092856     	|
configure_optimizers               	|  0.011264       	|1              	|  0.011264       	|  0.00063999     	|
training_step_end                  	|  9.0029e-06     	|1000           	|  0.0090029      	|  0.00051154     	|
on_epoch_end                       	|  1.1519e-05     	|500            	|  0.0057596      	|  0.00032725     	|
on_epoch_start                     	|  1.0867e-05     	|500            	|  0.0054337      	|  0.00030874     	|
on_train_start                     	|  0.0027496      	|1              	|  0.0027496      	|  0.00015623     	|
on_fit_start                       	|  4.1405e-05     	|1              	|  4.1405e-05     	|  2.3526e-06     	|
on_fit_end                         	|  3.7504e-05     	|1              	|  3.7504e-05     	|  2.131e-06      	|
on_before_accelerator_backend_setup	|  2.9281e-05     	|1              	|  2.9281e-05     	|  1.6637e-06     	|
setup                              	|  2.1815e-05     	|1              	|  2.1815e-05     	|  1.2395e-06     	|
on_configure_sharded_model         	|  2.0504e-05     	|1              	|  2.0504e-05     	|  1.165e-06      	|
teardown                           	|  1.43e-05       	|1              	|  1.43e-05       	|  8.1249e-07     	|
on_pretrain_routine_end            	|  1.2606e-05     	|1              	|  1.2606e-05     	|  7.1628e-07     	|
prepare_data                       	|  9.9037e-06     	|1              	|  9.9037e-06     	|  5.6272e-07     	|
configure_sharded_model            	|  9.6206e-06     	|1              	|  9.6206e-06     	|  5.4663e-07     	|
configure_callbacks                	|  8.7004e-06     	|1              	|  8.7004e-06     	|  4.9435e-07     	|
on_val_dataloader                  	|  6.2659e-06     	|1              	|  6.2659e-06     	|  3.5602e-07     	|
on_train_dataloader                	|  6.1449e-06     	|1              	|  6.1449e-06     	|  3.4915e-07     	|
