FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1539.1         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  72.185         	|21             	|  1515.9         	|  98.495         	|
run_training_batch                 	|  0.18574        	|8000           	|  1485.9         	|  96.546         	|
training_step_and_backward         	|  0.17577        	|8000           	|  1406.2         	|  91.365         	|
model_forward                      	|  0.093465       	|8000           	|  747.72         	|  48.583         	|
training_step                      	|  0.093334       	|8000           	|  746.67         	|  48.515         	|
backward                           	|  0.082124       	|8000           	|  656.99         	|  42.688         	|
optimizer_step_with_closure_0      	|  0.23432        	|1000           	|  234.32         	|  15.225         	|
get_train_batch                    	|  0.001835       	|8021           	|  14.718         	|  0.95632        	|
fetch_next_train_batch             	|  0.0018187      	|8021           	|  14.588         	|  0.94786        	|
on_train_batch_end                 	|  0.0010475      	|8000           	|  8.3799         	|  0.54448        	|
training_batch_to_device           	|  0.0002103      	|8000           	|  1.6824         	|  0.10931        	|
zero_grad                          	|  0.0013079      	|1000           	|  1.3079         	|  0.084983       	|
on_train_batch_start               	|  8.9642e-05     	|8000           	|  0.71713        	|  0.046596       	|
on_batch_start                     	|  1.4377e-05     	|8000           	|  0.11502        	|  0.0074731      	|
on_batch_end                       	|  1.2954e-05     	|8000           	|  0.10364        	|  0.0067337      	|
on_before_backward                 	|  1.2687e-05     	|8000           	|  0.10149        	|  0.0065945      	|
on_after_backward                  	|  1.1277e-05     	|8000           	|  0.090216       	|  0.0058618      	|
training_step_end                  	|  5.8002e-06     	|8000           	|  0.046401       	|  0.0030149      	|
on_train_end                       	|  0.026199       	|1              	|  0.026199       	|  0.0017023      	|
on_pretrain_routine_start          	|  0.022493       	|1              	|  0.022493       	|  0.0014615      	|
on_before_zero_grad                	|  1.3702e-05     	|1000           	|  0.013702       	|  0.00089028     	|
on_before_optimizer_step           	|  1.1501e-05     	|1000           	|  0.011501       	|  0.00074726     	|
configure_optimizers               	|  0.0086457      	|1              	|  0.0086457      	|  0.00056175     	|
on_train_epoch_start               	|  0.0002978      	|21             	|  0.0062538      	|  0.00040634     	|
on_train_epoch_end                 	|  0.00025827     	|21             	|  0.0054237      	|  0.0003524      	|
on_train_start                     	|  0.00066032     	|1              	|  0.00066032     	|  4.2904e-05     	|
on_epoch_start                     	|  1.047e-05      	|21             	|  0.00021987     	|  1.4286e-05     	|
on_epoch_end                       	|  1.0056e-05     	|21             	|  0.00021118     	|  1.3721e-05     	|
on_fit_end                         	|  2.2222e-05     	|1              	|  2.2222e-05     	|  1.4439e-06     	|
on_before_accelerator_backend_setup	|  2.1209e-05     	|1              	|  2.1209e-05     	|  1.3781e-06     	|
on_fit_start                       	|  1.601e-05      	|1              	|  1.601e-05      	|  1.0402e-06     	|
on_configure_sharded_model         	|  1.4677e-05     	|1              	|  1.4677e-05     	|  9.5363e-07     	|
setup                              	|  1.3466e-05     	|1              	|  1.3466e-05     	|  8.7495e-07     	|
teardown                           	|  1.0419e-05     	|1              	|  1.0419e-05     	|  6.7697e-07     	|
on_pretrain_routine_end            	|  9.628e-06      	|1              	|  9.628e-06      	|  6.2558e-07     	|
prepare_data                       	|  7.7751e-06     	|1              	|  7.7751e-06     	|  5.0519e-07     	|
configure_callbacks                	|  7.0629e-06     	|1              	|  7.0629e-06     	|  4.5891e-07     	|
configure_sharded_model            	|  4.6389e-06     	|1              	|  4.6389e-06     	|  3.0141e-07     	|
on_val_dataloader                  	|  4.3681e-06     	|1              	|  4.3681e-06     	|  2.8382e-07     	|
on_train_dataloader                	|  4.1681e-06     	|1              	|  4.1681e-06     	|  2.7082e-07     	|
