FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1347.0         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.6612         	|500            	|  1330.6         	|  98.785         	|
run_training_batch                 	|  0.26098        	|1000           	|  260.98         	|  19.375         	|
optimizer_step_with_closure_0      	|  0.25878        	|1000           	|  258.78         	|  19.212         	|
get_train_batch                    	|  0.14699        	|1500           	|  220.49         	|  16.369         	|
fetch_next_train_batch             	|  0.14695        	|1500           	|  220.43         	|  16.365         	|
training_step_and_backward         	|  0.19089        	|1000           	|  190.89         	|  14.171         	|
model_forward                      	|  0.10335        	|1000           	|  103.35         	|  7.6728         	|
training_step                      	|  0.10314        	|1000           	|  103.14         	|  7.6574         	|
backward                           	|  0.08596        	|1000           	|  85.96          	|  6.3816         	|
on_train_batch_end                 	|  0.0017027      	|1000           	|  1.7027         	|  0.12641        	|
zero_grad                          	|  0.0015388      	|1000           	|  1.5388         	|  0.11424        	|
training_batch_to_device           	|  0.0007161      	|1000           	|  0.7161         	|  0.053163       	|
on_train_epoch_start               	|  0.00036297     	|500            	|  0.18148        	|  0.013473       	|
on_train_epoch_end                 	|  0.00031575     	|500            	|  0.15788        	|  0.011721       	|
on_train_batch_start               	|  0.00011049     	|1000           	|  0.11049        	|  0.0082026      	|
on_batch_start                     	|  4.8463e-05     	|1000           	|  0.048463       	|  0.0035979      	|
on_train_end                       	|  0.040768       	|1              	|  0.040768       	|  0.0030266      	|
on_pretrain_routine_start          	|  0.024902       	|1              	|  0.024902       	|  0.0018487      	|
on_before_zero_grad                	|  2.3348e-05     	|1000           	|  0.023348       	|  0.0017333      	|
on_after_backward                  	|  1.8679e-05     	|1000           	|  0.018679       	|  0.0013867      	|
on_batch_end                       	|  1.7672e-05     	|1000           	|  0.017672       	|  0.0013119      	|
on_before_optimizer_step           	|  1.329e-05      	|1000           	|  0.01329        	|  0.00098662     	|
on_before_backward                 	|  1.2251e-05     	|1000           	|  0.012251       	|  0.00090948     	|
configure_optimizers               	|  0.010754       	|1              	|  0.010754       	|  0.00079841     	|
training_step_end                  	|  8.0346e-06     	|1000           	|  0.0080346      	|  0.00059649     	|
on_epoch_start                     	|  1.1035e-05     	|500            	|  0.0055176      	|  0.00040962     	|
on_epoch_end                       	|  1.0981e-05     	|500            	|  0.0054906      	|  0.00040762     	|
on_train_start                     	|  0.0010945      	|1              	|  0.0010945      	|  8.1254e-05     	|
on_fit_start                       	|  4.6831e-05     	|1              	|  4.6831e-05     	|  3.4767e-06     	|
on_fit_end                         	|  3.1801e-05     	|1              	|  3.1801e-05     	|  2.3609e-06     	|
on_before_accelerator_backend_setup	|  2.7228e-05     	|1              	|  2.7228e-05     	|  2.0214e-06     	|
setup                              	|  2.154e-05      	|1              	|  2.154e-05      	|  1.5991e-06     	|
teardown                           	|  2.0178e-05     	|1              	|  2.0178e-05     	|  1.498e-06      	|
on_configure_sharded_model         	|  1.8535e-05     	|1              	|  1.8535e-05     	|  1.376e-06      	|
on_pretrain_routine_end            	|  1.2705e-05     	|1              	|  1.2705e-05     	|  9.4322e-07     	|
prepare_data                       	|  1.0071e-05     	|1              	|  1.0071e-05     	|  7.4769e-07     	|
configure_callbacks                	|  7.702e-06      	|1              	|  7.702e-06      	|  5.718e-07      	|
on_val_dataloader                  	|  6.7558e-06     	|1              	|  6.7558e-06     	|  5.0155e-07     	|
configure_sharded_model            	|  6.7055e-06     	|1              	|  6.7055e-06     	|  4.9782e-07     	|
on_train_dataloader                	|  6.1803e-06     	|1              	|  6.1803e-06     	|  4.5882e-07     	|
