FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1293.8         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.5429         	|500            	|  1271.4         	|  98.269         	|
run_training_batch                 	|  0.37888        	|1000           	|  378.88         	|  29.283         	|
optimizer_step_with_closure_0      	|  0.37501        	|1000           	|  375.01         	|  28.985         	|
training_step_and_backward         	|  0.26973        	|1000           	|  269.73         	|  20.847         	|
get_train_batch                    	|  0.095294       	|1500           	|  142.94         	|  11.048         	|
fetch_next_train_batch             	|  0.095255       	|1500           	|  142.88         	|  11.043         	|
model_forward                      	|  0.1378         	|1000           	|  137.8          	|  10.65          	|
training_step                      	|  0.13757        	|1000           	|  137.57         	|  10.633         	|
backward                           	|  0.13037        	|1000           	|  130.37         	|  10.076         	|
on_train_batch_end                 	|  0.002147       	|1000           	|  2.147          	|  0.16594        	|
zero_grad                          	|  0.0015159      	|1000           	|  1.5159         	|  0.11716        	|
training_batch_to_device           	|  0.000624       	|1000           	|  0.624          	|  0.048229       	|
on_train_epoch_start               	|  0.00035333     	|500            	|  0.17666        	|  0.013654       	|
on_train_epoch_end                 	|  0.00034693     	|500            	|  0.17346        	|  0.013407       	|
on_train_batch_start               	|  0.00010912     	|1000           	|  0.10912        	|  0.0084337      	|
on_batch_start                     	|  5.7826e-05     	|1000           	|  0.057826       	|  0.0044694      	|
on_train_end                       	|  0.042277       	|1              	|  0.042277       	|  0.0032676      	|
on_after_backward                  	|  2.3652e-05     	|1000           	|  0.023652       	|  0.0018281      	|
on_before_zero_grad                	|  2.3141e-05     	|1000           	|  0.023141       	|  0.0017886      	|
on_pretrain_routine_start          	|  0.022688       	|1              	|  0.022688       	|  0.0017536      	|
on_batch_end                       	|  1.7517e-05     	|1000           	|  0.017517       	|  0.0013539      	|
on_before_optimizer_step           	|  1.6959e-05     	|1000           	|  0.016959       	|  0.0013108      	|
on_before_backward                 	|  1.3134e-05     	|1000           	|  0.013134       	|  0.0010151      	|
configure_optimizers               	|  0.011321       	|1              	|  0.011321       	|  0.00087496     	|
training_step_end                  	|  8.4609e-06     	|1000           	|  0.0084609      	|  0.00065394     	|
on_epoch_end                       	|  1.1479e-05     	|500            	|  0.0057393      	|  0.00044359     	|
on_epoch_start                     	|  1.1305e-05     	|500            	|  0.0056526      	|  0.00043689     	|
on_train_start                     	|  0.0035274      	|1              	|  0.0035274      	|  0.00027263     	|
on_fit_start                       	|  0.00013484     	|1              	|  0.00013484     	|  1.0422e-05     	|
on_fit_end                         	|  5.6788e-05     	|1              	|  5.6788e-05     	|  4.3891e-06     	|
on_before_accelerator_backend_setup	|  3.29e-05       	|1              	|  3.29e-05       	|  2.5428e-06     	|
setup                              	|  3.1793e-05     	|1              	|  3.1793e-05     	|  2.4573e-06     	|
on_configure_sharded_model         	|  2.5799e-05     	|1              	|  2.5799e-05     	|  1.994e-06      	|
teardown                           	|  1.5534e-05     	|1              	|  1.5534e-05     	|  1.2006e-06     	|
on_pretrain_routine_end            	|  1.3659e-05     	|1              	|  1.3659e-05     	|  1.0557e-06     	|
prepare_data                       	|  1.1604e-05     	|1              	|  1.1604e-05     	|  8.9689e-07     	|
on_val_dataloader                  	|  1.0939e-05     	|1              	|  1.0939e-05     	|  8.4549e-07     	|
on_train_dataloader                	|  9.8161e-06     	|1              	|  9.8161e-06     	|  7.5868e-07     	|
configure_callbacks                	|  8.2217e-06     	|1              	|  8.2217e-06     	|  6.3545e-07     	|
configure_sharded_model            	|  7.9442e-06     	|1              	|  7.9442e-06     	|  6.14e-07       	|
