FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  584.65         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  3.3906         	|167            	|  566.22         	|  96.848         	|
run_training_batch                 	|  0.24116        	|1000           	|  241.16         	|  41.249         	|
optimizer_step_with_closure_0      	|  0.2391         	|1000           	|  239.1          	|  40.896         	|
training_step_and_backward         	|  0.17874        	|1000           	|  178.74         	|  30.572         	|
model_forward                      	|  0.09171        	|1000           	|  91.71          	|  15.686         	|
training_step                      	|  0.091481       	|1000           	|  91.481         	|  15.647         	|
backward                           	|  0.085637       	|1000           	|  85.637         	|  14.648         	|
get_train_batch                    	|  0.056965       	|1167           	|  66.478         	|  11.37          	|
fetch_next_train_batch             	|  0.056938       	|1167           	|  66.447         	|  11.365         	|
on_train_batch_end                 	|  0.0016256      	|1000           	|  1.6256         	|  0.27805        	|
zero_grad                          	|  0.0013066      	|1000           	|  1.3066         	|  0.22347        	|
training_batch_to_device           	|  0.0003561      	|1000           	|  0.3561         	|  0.060907       	|
on_train_batch_start               	|  9.5732e-05     	|1000           	|  0.095732       	|  0.016374       	|
on_train_epoch_start               	|  0.00032972     	|167            	|  0.055063       	|  0.0094181      	|
on_train_epoch_end                 	|  0.00031647     	|167            	|  0.05285        	|  0.0090395      	|
on_train_end                       	|  0.046029       	|1              	|  0.046029       	|  0.0078729      	|
on_batch_start                     	|  2.61e-05       	|1000           	|  0.0261         	|  0.0044641      	|
on_pretrain_routine_start          	|  0.022013       	|1              	|  0.022013       	|  0.0037651      	|
on_after_backward                  	|  1.7955e-05     	|1000           	|  0.017955       	|  0.003071       	|
on_before_zero_grad                	|  1.5894e-05     	|1000           	|  0.015894       	|  0.0027185      	|
on_batch_end                       	|  1.4442e-05     	|1000           	|  0.014442       	|  0.0024702      	|
configure_optimizers               	|  0.01234        	|1              	|  0.01234        	|  0.0021106      	|
on_before_backward                 	|  1.137e-05      	|1000           	|  0.01137        	|  0.0019448      	|
on_before_optimizer_step           	|  1.1272e-05     	|1000           	|  0.011272       	|  0.0019279      	|
training_step_end                  	|  6.6862e-06     	|1000           	|  0.0066862      	|  0.0011436      	|
on_train_start                     	|  0.0020175      	|1              	|  0.0020175      	|  0.00034507     	|
on_epoch_end                       	|  1.1371e-05     	|167            	|  0.0018989      	|  0.00032479     	|
on_epoch_start                     	|  1.079e-05      	|167            	|  0.001802       	|  0.00030822     	|
on_fit_start                       	|  0.000101       	|1              	|  0.000101       	|  1.7276e-05     	|
setup                              	|  3.613e-05      	|1              	|  3.613e-05      	|  6.1797e-06     	|
on_fit_end                         	|  3.1063e-05     	|1              	|  3.1063e-05     	|  5.3131e-06     	|
on_before_accelerator_backend_setup	|  2.8085e-05     	|1              	|  2.8085e-05     	|  4.8037e-06     	|
on_configure_sharded_model         	|  2.3901e-05     	|1              	|  2.3901e-05     	|  4.0881e-06     	|
configure_callbacks                	|  2.1756e-05     	|1              	|  2.1756e-05     	|  3.7211e-06     	|
on_train_dataloader                	|  1.6237e-05     	|1              	|  1.6237e-05     	|  2.7771e-06     	|
teardown                           	|  1.6157e-05     	|1              	|  1.6157e-05     	|  2.7634e-06     	|
on_val_dataloader                  	|  1.6019e-05     	|1              	|  1.6019e-05     	|  2.7399e-06     	|
on_pretrain_routine_end            	|  1.2269e-05     	|1              	|  1.2269e-05     	|  2.0985e-06     	|
prepare_data                       	|  8.8401e-06     	|1              	|  8.8401e-06     	|  1.512e-06      	|
configure_sharded_model            	|  8.1062e-06     	|1              	|  8.1062e-06     	|  1.3865e-06     	|
