FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1549.6         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  24.238         	|63             	|  1527.0         	|  98.542         	|
run_training_batch                 	|  0.24243        	|1000           	|  242.43         	|  15.645         	|
optimizer_step_with_closure_0      	|  0.2405         	|1000           	|  240.5          	|  15.52          	|
training_step_and_backward         	|  0.1789         	|1000           	|  178.9          	|  11.545         	|
model_forward                      	|  0.09122        	|1000           	|  91.22          	|  5.8867         	|
training_step                      	|  0.091          	|1000           	|  91.0           	|  5.8725         	|
backward                           	|  0.086268       	|1000           	|  86.268         	|  5.5671         	|
get_train_batch                    	|  0.033383       	|1063           	|  35.486         	|  2.29           	|
fetch_next_train_batch             	|  0.03336        	|1063           	|  35.462         	|  2.2884         	|
configure_optimizers               	|  1.8675         	|1              	|  1.8675         	|  0.12052        	|
on_train_batch_end                 	|  0.0015063      	|1000           	|  1.5063         	|  0.097206       	|
zero_grad                          	|  0.0013841      	|1000           	|  1.3841         	|  0.08932        	|
training_batch_to_device           	|  0.00024237     	|1000           	|  0.24237        	|  0.015641       	|
on_train_batch_start               	|  9.3737e-05     	|1000           	|  0.093737       	|  0.0060491      	|
on_train_end                       	|  0.045144       	|1              	|  0.045144       	|  0.0029133      	|
on_train_epoch_end                 	|  0.00051269     	|63             	|  0.0323         	|  0.0020844      	|
on_train_epoch_start               	|  0.00038625     	|63             	|  0.024334       	|  0.0015703      	|
on_pretrain_routine_start          	|  0.022218       	|1              	|  0.022218       	|  0.0014338      	|
on_batch_start                     	|  2.0107e-05     	|1000           	|  0.020107       	|  0.0012975      	|
on_after_backward                  	|  1.6144e-05     	|1000           	|  0.016144       	|  0.0010418      	|
on_batch_end                       	|  1.5006e-05     	|1000           	|  0.015006       	|  0.00096839     	|
on_before_zero_grad                	|  1.4139e-05     	|1000           	|  0.014139       	|  0.00091243     	|
on_before_backward                 	|  1.1559e-05     	|1000           	|  0.011559       	|  0.00074592     	|
on_before_optimizer_step           	|  1.121e-05      	|1000           	|  0.01121        	|  0.00072338     	|
training_step_end                  	|  5.8851e-06     	|1000           	|  0.0058851      	|  0.00037978     	|
on_train_start                     	|  0.001146       	|1              	|  0.001146       	|  7.3955e-05     	|
on_epoch_end                       	|  1.1644e-05     	|63             	|  0.00073357     	|  4.7339e-05     	|
on_epoch_start                     	|  1.0429e-05     	|63             	|  0.00065703     	|  4.24e-05       	|
on_fit_start                       	|  4.019e-05      	|1              	|  4.019e-05      	|  2.5936e-06     	|
on_fit_end                         	|  3.2028e-05     	|1              	|  3.2028e-05     	|  2.0669e-06     	|
on_before_accelerator_backend_setup	|  2.2439e-05     	|1              	|  2.2439e-05     	|  1.4481e-06     	|
on_configure_sharded_model         	|  2.2303e-05     	|1              	|  2.2303e-05     	|  1.4393e-06     	|
setup                              	|  1.8232e-05     	|1              	|  1.8232e-05     	|  1.1765e-06     	|
on_pretrain_routine_end            	|  1.7073e-05     	|1              	|  1.7073e-05     	|  1.1018e-06     	|
teardown                           	|  1.5084e-05     	|1              	|  1.5084e-05     	|  9.7339e-07     	|
prepare_data                       	|  9.2965e-06     	|1              	|  9.2965e-06     	|  5.9993e-07     	|
on_train_dataloader                	|  8.665e-06      	|1              	|  8.665e-06      	|  5.5918e-07     	|
configure_sharded_model            	|  7.6797e-06     	|1              	|  7.6797e-06     	|  4.9559e-07     	|
on_val_dataloader                  	|  6.834e-06      	|1              	|  6.834e-06      	|  4.4102e-07     	|
configure_callbacks                	|  6.8229e-06     	|1              	|  6.8229e-06     	|  4.403e-07      	|
