FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1547.4         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  72.565         	|21             	|  1523.9         	|  98.482         	|
run_training_batch                 	|  0.18672        	|8000           	|  1493.8         	|  96.538         	|
training_step_and_backward         	|  0.17662        	|8000           	|  1413.0         	|  91.315         	|
model_forward                      	|  0.093921       	|8000           	|  751.37         	|  48.558         	|
training_step                      	|  0.093791       	|8000           	|  750.33         	|  48.491         	|
backward                           	|  0.082519       	|8000           	|  660.15         	|  42.663         	|
optimizer_step_with_closure_0      	|  0.2343         	|1000           	|  234.3          	|  15.142         	|
get_train_batch                    	|  0.0018186      	|8021           	|  14.587         	|  0.94273        	|
fetch_next_train_batch             	|  0.0018025      	|8021           	|  14.458         	|  0.93437        	|
on_train_batch_end                 	|  0.0010755      	|8000           	|  8.6039         	|  0.55604        	|
training_batch_to_device           	|  0.00020937     	|8000           	|  1.675          	|  0.10825        	|
zero_grad                          	|  0.0013         	|1000           	|  1.3            	|  0.084013       	|
on_train_batch_start               	|  8.9607e-05     	|8000           	|  0.71686        	|  0.046328       	|
on_batch_start                     	|  1.449e-05      	|8000           	|  0.11592        	|  0.0074916      	|
on_batch_end                       	|  1.3156e-05     	|8000           	|  0.10525        	|  0.0068017      	|
on_before_backward                 	|  1.2566e-05     	|8000           	|  0.10052        	|  0.0064966      	|
on_after_backward                  	|  1.1212e-05     	|8000           	|  0.089697       	|  0.0057968      	|
training_step_end                  	|  5.7281e-06     	|8000           	|  0.045824       	|  0.0029615      	|
on_train_end                       	|  0.026263       	|1              	|  0.026263       	|  0.0016973      	|
on_pretrain_routine_start          	|  0.022788       	|1              	|  0.022788       	|  0.0014727      	|
on_before_zero_grad                	|  1.3897e-05     	|1000           	|  0.013897       	|  0.00089809     	|
on_before_optimizer_step           	|  1.1169e-05     	|1000           	|  0.011169       	|  0.00072181     	|
configure_optimizers               	|  0.0088052      	|1              	|  0.0088052      	|  0.00056905     	|
on_train_epoch_start               	|  0.00030316     	|21             	|  0.0063663      	|  0.00041143     	|
on_train_epoch_end                 	|  0.00027127     	|21             	|  0.0056967      	|  0.00036816     	|
on_train_start                     	|  0.00070102     	|1              	|  0.00070102     	|  4.5305e-05     	|
on_epoch_end                       	|  1.0306e-05     	|21             	|  0.00021644     	|  1.3987e-05     	|
on_epoch_start                     	|  1.0304e-05     	|21             	|  0.00021637     	|  1.3984e-05     	|
on_fit_end                         	|  2.4066e-05     	|1              	|  2.4066e-05     	|  1.5553e-06     	|
on_before_accelerator_backend_setup	|  2.3254e-05     	|1              	|  2.3254e-05     	|  1.5028e-06     	|
on_fit_start                       	|  1.6681e-05     	|1              	|  1.6681e-05     	|  1.078e-06      	|
setup                              	|  1.3505e-05     	|1              	|  1.3505e-05     	|  8.7279e-07     	|
on_configure_sharded_model         	|  1.3345e-05     	|1              	|  1.3345e-05     	|  8.6244e-07     	|
teardown                           	|  1.2162e-05     	|1              	|  1.2162e-05     	|  7.86e-07       	|
on_pretrain_routine_end            	|  1.0279e-05     	|1              	|  1.0279e-05     	|  6.643e-07      	|
prepare_data                       	|  8.496e-06      	|1              	|  8.496e-06      	|  5.4907e-07     	|
configure_callbacks                	|  6.923e-06      	|1              	|  6.923e-06      	|  4.4741e-07     	|
configure_sharded_model            	|  4.78e-06       	|1              	|  4.78e-06       	|  3.0892e-07     	|
on_val_dataloader                  	|  4.7788e-06     	|1              	|  4.7788e-06     	|  3.0884e-07     	|
on_train_dataloader                	|  4.458e-06      	|1              	|  4.458e-06      	|  2.8811e-07     	|
