FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  460.76         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.1856         	|200            	|  437.13         	|  94.872         	|
run_training_batch                 	|  0.36451        	|1000           	|  364.51         	|  79.111         	|
optimizer_step_with_closure_0      	|  0.36181        	|1000           	|  361.81         	|  78.526         	|
training_step_and_backward         	|  0.28058        	|1000           	|  280.58         	|  60.895         	|
model_forward                      	|  0.16529        	|1000           	|  165.29         	|  35.873         	|
training_step                      	|  0.16514        	|1000           	|  165.14         	|  35.84          	|
backward                           	|  0.11392        	|1000           	|  113.92         	|  24.724         	|
get_train_batch                    	|  0.01664        	|1200           	|  19.968         	|  4.3338         	|
fetch_next_train_batch             	|  0.016614       	|1200           	|  19.937         	|  4.327          	|
zero_grad                          	|  0.0013439      	|1000           	|  1.3439         	|  0.29168        	|
on_train_batch_end                 	|  0.0012496      	|1000           	|  1.2496         	|  0.2712         	|
training_batch_to_device           	|  0.00034729     	|1000           	|  0.34729        	|  0.075374       	|
on_train_batch_start               	|  9.8042e-05     	|1000           	|  0.098042       	|  0.021278       	|
on_train_epoch_start               	|  0.00027585     	|200            	|  0.05517        	|  0.011974       	|
on_train_epoch_end                 	|  0.00024677     	|200            	|  0.049354       	|  0.010712       	|
on_train_end                       	|  0.02437        	|1              	|  0.02437        	|  0.0052892      	|
on_batch_start                     	|  2.2894e-05     	|1000           	|  0.022894       	|  0.0049688      	|
on_pretrain_routine_start          	|  0.022724       	|1              	|  0.022724       	|  0.0049319      	|
on_before_zero_grad                	|  1.7044e-05     	|1000           	|  0.017044       	|  0.0036991      	|
on_batch_end                       	|  1.3804e-05     	|1000           	|  0.013804       	|  0.0029959      	|
on_before_optimizer_step           	|  1.1853e-05     	|1000           	|  0.011853       	|  0.0025726      	|
on_after_backward                  	|  1.1712e-05     	|1000           	|  0.011712       	|  0.0025419      	|
on_before_backward                 	|  1.0585e-05     	|1000           	|  0.010585       	|  0.0022973      	|
configure_optimizers               	|  0.0084904      	|1              	|  0.0084904      	|  0.0018427      	|
training_step_end                  	|  6.402e-06      	|1000           	|  0.006402       	|  0.0013895      	|
on_epoch_start                     	|  1.0646e-05     	|200            	|  0.0021292      	|  0.0004621      	|
on_epoch_end                       	|  1.0188e-05     	|200            	|  0.0020376      	|  0.00044224     	|
on_train_start                     	|  0.0007716      	|1              	|  0.0007716      	|  0.00016746     	|
on_fit_end                         	|  2.4696e-05     	|1              	|  2.4696e-05     	|  5.3599e-06     	|
on_before_accelerator_backend_setup	|  2.0057e-05     	|1              	|  2.0057e-05     	|  4.3531e-06     	|
on_fit_start                       	|  1.8204e-05     	|1              	|  1.8204e-05     	|  3.9509e-06     	|
on_configure_sharded_model         	|  1.3455e-05     	|1              	|  1.3455e-05     	|  2.9202e-06     	|
setup                              	|  1.2293e-05     	|1              	|  1.2293e-05     	|  2.668e-06      	|
teardown                           	|  1.0309e-05     	|1              	|  1.0309e-05     	|  2.2374e-06     	|
on_pretrain_routine_end            	|  9.7681e-06     	|1              	|  9.7681e-06     	|  2.12e-06       	|
prepare_data                       	|  7.013e-06      	|1              	|  7.013e-06      	|  1.5221e-06     	|
on_val_dataloader                  	|  4.738e-06      	|1              	|  4.738e-06      	|  1.0283e-06     	|
configure_callbacks                	|  4.599e-06      	|1              	|  4.599e-06      	|  9.9814e-07     	|
configure_sharded_model            	|  4.348e-06      	|1              	|  4.348e-06      	|  9.4366e-07     	|
on_train_dataloader                	|  4.138e-06      	|1              	|  4.138e-06      	|  8.9808e-07     	|
