FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  474.42         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.2526         	|200            	|  450.51         	|  94.961         	|
run_training_batch                 	|  0.36475        	|1000           	|  364.75         	|  76.884         	|
optimizer_step_with_closure_0      	|  0.36196        	|1000           	|  361.96         	|  76.294         	|
training_step_and_backward         	|  0.28243        	|1000           	|  282.43         	|  59.533         	|
model_forward                      	|  0.16634        	|1000           	|  166.34         	|  35.062         	|
training_step                      	|  0.16619        	|1000           	|  166.19         	|  35.031         	|
backward                           	|  0.11475        	|1000           	|  114.75         	|  24.187         	|
get_train_batch                    	|  0.018885       	|1200           	|  22.662         	|  4.7768         	|
fetch_next_train_batch             	|  0.018859       	|1200           	|  22.631         	|  4.7703         	|
zero_grad                          	|  0.0013149      	|1000           	|  1.3149         	|  0.27716        	|
on_train_batch_end                 	|  0.0012788      	|1000           	|  1.2788         	|  0.26954        	|
training_batch_to_device           	|  0.00034409     	|1000           	|  0.34409        	|  0.072528       	|
on_train_batch_start               	|  9.6783e-05     	|1000           	|  0.096783       	|  0.0204         	|
on_train_epoch_start               	|  0.00027049     	|200            	|  0.054097       	|  0.011403       	|
on_train_epoch_end                 	|  0.00025124     	|200            	|  0.050247       	|  0.010591       	|
on_train_end                       	|  0.024136       	|1              	|  0.024136       	|  0.0050876      	|
on_pretrain_routine_start          	|  0.023135       	|1              	|  0.023135       	|  0.0048764      	|
on_batch_start                     	|  2.3114e-05     	|1000           	|  0.023114       	|  0.004872       	|
on_before_zero_grad                	|  1.6698e-05     	|1000           	|  0.016698       	|  0.0035198      	|
on_batch_end                       	|  1.3724e-05     	|1000           	|  0.013724       	|  0.0028928      	|
on_after_backward                  	|  1.1997e-05     	|1000           	|  0.011997       	|  0.0025287      	|
on_before_optimizer_step           	|  1.193e-05      	|1000           	|  0.01193        	|  0.0025147      	|
on_before_backward                 	|  1.129e-05      	|1000           	|  0.01129        	|  0.0023799      	|
configure_optimizers               	|  0.00827        	|1              	|  0.00827        	|  0.0017432      	|
training_step_end                  	|  6.6867e-06     	|1000           	|  0.0066867      	|  0.0014095      	|
on_epoch_start                     	|  1.0971e-05     	|200            	|  0.0021943      	|  0.00046252     	|
on_epoch_end                       	|  1.0712e-05     	|200            	|  0.0021423      	|  0.00045156     	|
on_train_start                     	|  0.00076676     	|1              	|  0.00076676     	|  0.00016162     	|
on_before_accelerator_backend_setup	|  2.0739e-05     	|1              	|  2.0739e-05     	|  4.3714e-06     	|
on_fit_end                         	|  2.0729e-05     	|1              	|  2.0729e-05     	|  4.3693e-06     	|
on_fit_start                       	|  1.7061e-05     	|1              	|  1.7061e-05     	|  3.5962e-06     	|
on_configure_sharded_model         	|  1.3505e-05     	|1              	|  1.3505e-05     	|  2.8467e-06     	|
setup                              	|  1.2984e-05     	|1              	|  1.2984e-05     	|  2.7368e-06     	|
on_pretrain_routine_end            	|  1.0259e-05     	|1              	|  1.0259e-05     	|  2.1624e-06     	|
teardown                           	|  1.0049e-05     	|1              	|  1.0049e-05     	|  2.1182e-06     	|
prepare_data                       	|  7.313e-06      	|1              	|  7.313e-06      	|  1.5415e-06     	|
configure_sharded_model            	|  4.8589e-06     	|1              	|  4.8589e-06     	|  1.0242e-06     	|
configure_callbacks                	|  4.7591e-06     	|1              	|  4.7591e-06     	|  1.0031e-06     	|
on_val_dataloader                  	|  4.669e-06      	|1              	|  4.669e-06      	|  9.8414e-07     	|
on_train_dataloader                	|  4.358e-06      	|1              	|  4.358e-06      	|  9.186e-07      	|
