FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1683.3         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  26.343         	|63             	|  1659.6         	|  98.591         	|
run_training_batch                 	|  0.20301        	|8000           	|  1624.1         	|  96.484         	|
training_step_and_backward         	|  0.19159        	|8000           	|  1532.7         	|  91.055         	|
model_forward                      	|  0.10748        	|8000           	|  859.83         	|  51.08          	|
training_step                      	|  0.10735        	|8000           	|  858.77         	|  51.017         	|
backward                           	|  0.08393        	|8000           	|  671.44         	|  39.888         	|
optimizer_step_with_closure_0      	|  0.25087        	|1000           	|  250.87         	|  14.904         	|
get_train_batch                    	|  0.0022841      	|8063           	|  18.417         	|  1.0941         	|
fetch_next_train_batch             	|  0.0022671      	|8063           	|  18.28          	|  1.0859         	|
on_train_batch_end                 	|  0.001094       	|8000           	|  8.7519         	|  0.51993        	|
training_batch_to_device           	|  0.00021668     	|8000           	|  1.7334         	|  0.10298        	|
zero_grad                          	|  0.0013114      	|1000           	|  1.3114         	|  0.077909       	|
on_train_batch_start               	|  9.0168e-05     	|8000           	|  0.72135        	|  0.042853       	|
on_batch_start                     	|  1.5138e-05     	|8000           	|  0.12111        	|  0.0071945      	|
on_batch_end                       	|  1.3328e-05     	|8000           	|  0.10663        	|  0.0063343      	|
on_before_backward                 	|  1.3227e-05     	|8000           	|  0.10582        	|  0.0062862      	|
on_after_backward                  	|  1.1848e-05     	|8000           	|  0.094783       	|  0.0056308      	|
training_step_end                  	|  5.6585e-06     	|8000           	|  0.045268       	|  0.0026892      	|
on_train_end                       	|  0.02592        	|1              	|  0.02592        	|  0.0015398      	|
on_pretrain_routine_start          	|  0.023574       	|1              	|  0.023574       	|  0.0014005      	|
on_train_epoch_start               	|  0.00029583     	|63             	|  0.018637       	|  0.0011072      	|
on_train_epoch_end                 	|  0.00027336     	|63             	|  0.017222       	|  0.0010231      	|
on_before_zero_grad                	|  1.4952e-05     	|1000           	|  0.014952       	|  0.00088827     	|
on_before_optimizer_step           	|  1.1486e-05     	|1000           	|  0.011486       	|  0.00068232     	|
configure_optimizers               	|  0.0086051      	|1              	|  0.0086051      	|  0.0005112      	|
on_train_start                     	|  0.00078311     	|1              	|  0.00078311     	|  4.6522e-05     	|
on_epoch_start                     	|  1.0816e-05     	|63             	|  0.00068141     	|  4.048e-05      	|
on_epoch_end                       	|  1.0083e-05     	|63             	|  0.00063524     	|  3.7737e-05     	|
on_fit_end                         	|  2.5487e-05     	|1              	|  2.5487e-05     	|  1.5141e-06     	|
setup                              	|  2.4155e-05     	|1              	|  2.4155e-05     	|  1.435e-06      	|
on_before_accelerator_backend_setup	|  1.9246e-05     	|1              	|  1.9246e-05     	|  1.1434e-06     	|
on_configure_sharded_model         	|  1.6462e-05     	|1              	|  1.6462e-05     	|  9.7795e-07     	|
on_fit_start                       	|  1.5959e-05     	|1              	|  1.5959e-05     	|  9.4807e-07     	|
teardown                           	|  1.2583e-05     	|1              	|  1.2583e-05     	|  7.4751e-07     	|
on_pretrain_routine_end            	|  1.0018e-05     	|1              	|  1.0018e-05     	|  5.9514e-07     	|
prepare_data                       	|  8.035e-06      	|1              	|  8.035e-06      	|  4.7734e-07     	|
configure_callbacks                	|  6.181e-06      	|1              	|  6.181e-06      	|  3.6719e-07     	|
configure_sharded_model            	|  4.879e-06      	|1              	|  4.879e-06      	|  2.8985e-07     	|
on_val_dataloader                  	|  4.5891e-06     	|1              	|  4.5891e-06     	|  2.7262e-07     	|
on_train_dataloader                	|  4.529e-06      	|1              	|  4.529e-06      	|  2.6906e-07     	|
