FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  454.74         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  0.86386        	|500            	|  431.93         	|  94.985         	|
run_training_batch                 	|  0.28104        	|1000           	|  281.04         	|  61.804         	|
optimizer_step_with_closure_0      	|  0.27841        	|1000           	|  278.41         	|  61.224         	|
training_step_and_backward         	|  0.21384        	|1000           	|  213.84         	|  47.026         	|
model_forward                      	|  0.12649        	|1000           	|  126.49         	|  27.815         	|
training_step                      	|  0.12632        	|1000           	|  126.32         	|  27.778         	|
backward                           	|  0.085913       	|1000           	|  85.913         	|  18.893         	|
get_train_batch                    	|  0.028519       	|1500           	|  42.779         	|  9.4074         	|
fetch_next_train_batch             	|  0.028485       	|1500           	|  42.728         	|  9.3961         	|
zero_grad                          	|  0.0014114      	|1000           	|  1.4114         	|  0.31038        	|
on_train_batch_end                 	|  0.0013072      	|1000           	|  1.3072         	|  0.28746        	|
training_batch_to_device           	|  0.00059719     	|1000           	|  0.59719        	|  0.13133        	|
on_train_epoch_end                 	|  0.00027456     	|500            	|  0.13728        	|  0.030189       	|
on_train_epoch_start               	|  0.00026913     	|500            	|  0.13457        	|  0.029592       	|
on_train_batch_start               	|  0.0001082      	|1000           	|  0.1082         	|  0.023795       	|
on_batch_start                     	|  3.5977e-05     	|1000           	|  0.035977       	|  0.0079117      	|
on_train_end                       	|  0.024217       	|1              	|  0.024217       	|  0.0053254      	|
on_pretrain_routine_start          	|  0.022944       	|1              	|  0.022944       	|  0.0050455      	|
on_before_zero_grad                	|  2.1035e-05     	|1000           	|  0.021035       	|  0.0046258      	|
on_batch_end                       	|  1.3279e-05     	|1000           	|  0.013279       	|  0.0029202      	|
on_before_optimizer_step           	|  1.1664e-05     	|1000           	|  0.011664       	|  0.0025651      	|
on_after_backward                  	|  1.073e-05      	|1000           	|  0.01073        	|  0.0023596      	|
on_before_backward                 	|  1.0462e-05     	|1000           	|  0.010462       	|  0.0023008      	|
configure_optimizers               	|  0.0084102      	|1              	|  0.0084102      	|  0.0018495      	|
training_step_end                  	|  7.7117e-06     	|1000           	|  0.0077117      	|  0.0016959      	|
on_epoch_start                     	|  1.0786e-05     	|500            	|  0.005393       	|  0.001186       	|
on_epoch_end                       	|  1.0528e-05     	|500            	|  0.0052638      	|  0.0011575      	|
on_train_start                     	|  0.00072749     	|1              	|  0.00072749     	|  0.00015998     	|
on_before_accelerator_backend_setup	|  2.5017e-05     	|1              	|  2.5017e-05     	|  5.5014e-06     	|
on_fit_end                         	|  2.2042e-05     	|1              	|  2.2042e-05     	|  4.8472e-06     	|
on_fit_start                       	|  1.7443e-05     	|1              	|  1.7443e-05     	|  3.8358e-06     	|
setup                              	|  1.4868e-05     	|1              	|  1.4868e-05     	|  3.2696e-06     	|
on_configure_sharded_model         	|  1.3826e-05     	|1              	|  1.3826e-05     	|  3.0404e-06     	|
teardown                           	|  1.1481e-05     	|1              	|  1.1481e-05     	|  2.5248e-06     	|
on_pretrain_routine_end            	|  9.7081e-06     	|1              	|  9.7081e-06     	|  2.1349e-06     	|
prepare_data                       	|  8.3359e-06     	|1              	|  8.3359e-06     	|  1.8331e-06     	|
on_val_dataloader                  	|  4.738e-06      	|1              	|  4.738e-06      	|  1.0419e-06     	|
configure_sharded_model            	|  4.689e-06      	|1              	|  4.689e-06      	|  1.0311e-06     	|
on_train_dataloader                	|  4.689e-06      	|1              	|  4.689e-06      	|  1.0311e-06     	|
configure_callbacks                	|  4.6591e-06     	|1              	|  4.6591e-06     	|  1.0246e-06     	|
