FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1537.2         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  72.091         	|21             	|  1513.9         	|  98.483         	|
run_training_batch                 	|  0.1855         	|8000           	|  1484.0         	|  96.537         	|
training_step_and_backward         	|  0.17556        	|8000           	|  1404.5         	|  91.364         	|
model_forward                      	|  0.093901       	|8000           	|  751.21         	|  48.868         	|
training_step                      	|  0.093771       	|8000           	|  750.17         	|  48.8           	|
backward                           	|  0.081479       	|8000           	|  651.84         	|  42.403         	|
optimizer_step_with_closure_0      	|  0.23264        	|1000           	|  232.64         	|  15.134         	|
get_train_batch                    	|  0.0018219      	|8021           	|  14.614         	|  0.95066        	|
fetch_next_train_batch             	|  0.0018063      	|8021           	|  14.488         	|  0.9425         	|
on_train_batch_end                 	|  0.0010596      	|8000           	|  8.4765         	|  0.55142        	|
training_batch_to_device           	|  0.00020858     	|8000           	|  1.6686         	|  0.10855        	|
zero_grad                          	|  0.0012885      	|1000           	|  1.2885         	|  0.083821       	|
on_train_batch_start               	|  8.8045e-05     	|8000           	|  0.70436        	|  0.04582        	|
on_batch_start                     	|  1.4383e-05     	|8000           	|  0.11506        	|  0.0074851      	|
on_before_backward                 	|  1.2855e-05     	|8000           	|  0.10284        	|  0.0066901      	|
on_batch_end                       	|  1.2758e-05     	|8000           	|  0.10206        	|  0.0066394      	|
on_after_backward                  	|  1.1788e-05     	|8000           	|  0.094307       	|  0.0061349      	|
training_step_end                  	|  5.8922e-06     	|8000           	|  0.047137       	|  0.0030664      	|
on_train_end                       	|  0.026321       	|1              	|  0.026321       	|  0.0017122      	|
on_pretrain_routine_start          	|  0.022199       	|1              	|  0.022199       	|  0.0014441      	|
on_before_zero_grad                	|  1.4569e-05     	|1000           	|  0.014569       	|  0.00094775     	|
on_before_optimizer_step           	|  1.1045e-05     	|1000           	|  0.011045       	|  0.00071848     	|
configure_optimizers               	|  0.0081975      	|1              	|  0.0081975      	|  0.00053327     	|
on_train_epoch_start               	|  0.00030021     	|21             	|  0.0063044      	|  0.00041011     	|
on_train_epoch_end                 	|  0.00026975     	|21             	|  0.0056647      	|  0.0003685      	|
on_train_start                     	|  0.00065257     	|1              	|  0.00065257     	|  4.2451e-05     	|
on_epoch_start                     	|  1.0668e-05     	|21             	|  0.00022403     	|  1.4574e-05     	|
on_epoch_end                       	|  1.0431e-05     	|21             	|  0.00021905     	|  1.425e-05      	|
on_fit_end                         	|  2.4937e-05     	|1              	|  2.4937e-05     	|  1.6222e-06     	|
on_before_accelerator_backend_setup	|  1.9376e-05     	|1              	|  1.9376e-05     	|  1.2605e-06     	|
on_fit_start                       	|  1.5749e-05     	|1              	|  1.5749e-05     	|  1.0245e-06     	|
teardown                           	|  1.3605e-05     	|1              	|  1.3605e-05     	|  8.8503e-07     	|
setup                              	|  1.3536e-05     	|1              	|  1.3536e-05     	|  8.8053e-07     	|
on_configure_sharded_model         	|  1.3365e-05     	|1              	|  1.3365e-05     	|  8.6942e-07     	|
on_pretrain_routine_end            	|  9.7479e-06     	|1              	|  9.7479e-06     	|  6.3412e-07     	|
prepare_data                       	|  7.2129e-06     	|1              	|  7.2129e-06     	|  4.6921e-07     	|
configure_callbacks                	|  5.269e-06      	|1              	|  5.269e-06      	|  3.4276e-07     	|
configure_sharded_model            	|  4.418e-06      	|1              	|  4.418e-06      	|  2.874e-07      	|
on_val_dataloader                  	|  4.258e-06      	|1              	|  4.258e-06      	|  2.7699e-07     	|
on_train_dataloader                	|  4.088e-06      	|1              	|  4.088e-06      	|  2.6594e-07     	|
