FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  627.09         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  3.5976         	|167            	|  600.8          	|  95.809         	|
run_training_batch                 	|  0.24487        	|1000           	|  244.87         	|  39.049         	|
optimizer_step_with_closure_0      	|  0.24272        	|1000           	|  242.72         	|  38.706         	|
training_step_and_backward         	|  0.18178        	|1000           	|  181.78         	|  28.988         	|
model_forward                      	|  0.093752       	|1000           	|  93.752         	|  14.95          	|
training_step                      	|  0.093584       	|1000           	|  93.584         	|  14.924         	|
backward                           	|  0.086675       	|1000           	|  86.675         	|  13.822         	|
get_train_batch                    	|  0.064831       	|1167           	|  75.658         	|  12.065         	|
fetch_next_train_batch             	|  0.064806       	|1167           	|  75.629         	|  12.06          	|
on_train_batch_end                 	|  0.0016056      	|1000           	|  1.6056         	|  0.25605        	|
zero_grad                          	|  0.0013224      	|1000           	|  1.3224         	|  0.21088        	|
training_batch_to_device           	|  0.00040858     	|1000           	|  0.40858        	|  0.065156       	|
on_train_batch_start               	|  9.536e-05      	|1000           	|  0.09536        	|  0.015207       	|
on_train_epoch_start               	|  0.00045879     	|167            	|  0.076618       	|  0.012218       	|
on_train_epoch_end                 	|  0.00031022     	|167            	|  0.051807       	|  0.0082616      	|
on_train_end                       	|  0.043331       	|1              	|  0.043331       	|  0.0069098      	|
on_batch_start                     	|  2.7448e-05     	|1000           	|  0.027448       	|  0.0043771      	|
on_pretrain_routine_start          	|  0.021562       	|1              	|  0.021562       	|  0.0034384      	|
on_after_backward                  	|  1.8036e-05     	|1000           	|  0.018036       	|  0.0028762      	|
on_before_zero_grad                	|  1.5871e-05     	|1000           	|  0.015871       	|  0.0025309      	|
on_batch_end                       	|  1.5103e-05     	|1000           	|  0.015103       	|  0.0024084      	|
on_before_backward                 	|  1.1757e-05     	|1000           	|  0.011757       	|  0.0018748      	|
on_before_optimizer_step           	|  1.1743e-05     	|1000           	|  0.011743       	|  0.0018726      	|
configure_optimizers               	|  0.010197       	|1              	|  0.010197       	|  0.0016261      	|
training_step_end                  	|  6.4393e-06     	|1000           	|  0.0064393      	|  0.0010269      	|
on_epoch_end                       	|  1.1095e-05     	|167            	|  0.0018529      	|  0.00029548     	|
on_epoch_start                     	|  1.0911e-05     	|167            	|  0.0018222      	|  0.00029058     	|
on_train_start                     	|  0.0017092      	|1              	|  0.0017092      	|  0.00027256     	|
on_fit_end                         	|  6.2201e-05     	|1              	|  6.2201e-05     	|  9.9191e-06     	|
on_fit_start                       	|  4.4711e-05     	|1              	|  4.4711e-05     	|  7.1299e-06     	|
on_configure_sharded_model         	|  3.0648e-05     	|1              	|  3.0648e-05     	|  4.8874e-06     	|
on_before_accelerator_backend_setup	|  2.3745e-05     	|1              	|  2.3745e-05     	|  3.7866e-06     	|
setup                              	|  2.2264e-05     	|1              	|  2.2264e-05     	|  3.5504e-06     	|
teardown                           	|  1.7287e-05     	|1              	|  1.7287e-05     	|  2.7567e-06     	|
configure_sharded_model            	|  1.2323e-05     	|1              	|  1.2323e-05     	|  1.9652e-06     	|
configure_callbacks                	|  1.1332e-05     	|1              	|  1.1332e-05     	|  1.8071e-06     	|
on_pretrain_routine_end            	|  1.1239e-05     	|1              	|  1.1239e-05     	|  1.7923e-06     	|
prepare_data                       	|  9.2741e-06     	|1              	|  9.2741e-06     	|  1.4789e-06     	|
on_val_dataloader                  	|  8.4899e-06     	|1              	|  8.4899e-06     	|  1.3539e-06     	|
on_train_dataloader                	|  6.1709e-06     	|1              	|  6.1709e-06     	|  9.8406e-07     	|
