FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  502.62         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  0.95821        	|500            	|  479.11         	|  95.321         	|
run_training_batch                 	|  0.32264        	|1000           	|  322.64         	|  64.192         	|
optimizer_step_with_closure_0      	|  0.31993        	|1000           	|  319.93         	|  63.653         	|
training_step_and_backward         	|  0.23993        	|1000           	|  239.93         	|  47.736         	|
model_forward                      	|  0.14901        	|1000           	|  149.01         	|  29.647         	|
training_step                      	|  0.14885        	|1000           	|  148.85         	|  29.614         	|
backward                           	|  0.089511       	|1000           	|  89.511         	|  17.809         	|
get_train_batch                    	|  0.029933       	|1500           	|  44.9           	|  8.9332         	|
fetch_next_train_batch             	|  0.0299         	|1500           	|  44.85          	|  8.9233         	|
zero_grad                          	|  0.0013735      	|1000           	|  1.3735         	|  0.27328        	|
on_train_batch_end                 	|  0.0013131      	|1000           	|  1.3131         	|  0.26124        	|
training_batch_to_device           	|  0.00060163     	|1000           	|  0.60163        	|  0.1197         	|
on_train_epoch_start               	|  0.00027532     	|500            	|  0.13766        	|  0.027389       	|
on_train_epoch_end                 	|  0.00026183     	|500            	|  0.13092        	|  0.026046       	|
on_train_batch_start               	|  0.00010912     	|1000           	|  0.10912        	|  0.021711       	|
on_batch_start                     	|  3.4297e-05     	|1000           	|  0.034297       	|  0.0068237      	|
on_train_end                       	|  0.023335       	|1              	|  0.023335       	|  0.0046426      	|
on_pretrain_routine_start          	|  0.022782       	|1              	|  0.022782       	|  0.0045326      	|
on_before_zero_grad                	|  2.058e-05      	|1000           	|  0.02058        	|  0.0040945      	|
on_batch_end                       	|  1.406e-05      	|1000           	|  0.01406        	|  0.0027973      	|
on_before_optimizer_step           	|  1.2363e-05     	|1000           	|  0.012363       	|  0.0024596      	|
on_before_backward                 	|  1.2102e-05     	|1000           	|  0.012102       	|  0.0024077      	|
on_after_backward                  	|  1.1838e-05     	|1000           	|  0.011838       	|  0.0023553      	|
configure_optimizers               	|  0.0087282      	|1              	|  0.0087282      	|  0.0017365      	|
training_step_end                  	|  8.588e-06      	|1000           	|  0.008588       	|  0.0017086      	|
on_epoch_end                       	|  1.2217e-05     	|500            	|  0.0061083      	|  0.0012153      	|
on_epoch_start                     	|  1.09e-05       	|500            	|  0.0054501      	|  0.0010843      	|
on_train_start                     	|  0.00076404     	|1              	|  0.00076404     	|  0.00015201     	|
on_before_accelerator_backend_setup	|  2.3153e-05     	|1              	|  2.3153e-05     	|  4.6064e-06     	|
on_fit_end                         	|  2.1591e-05     	|1              	|  2.1591e-05     	|  4.2957e-06     	|
on_fit_start                       	|  1.7673e-05     	|1              	|  1.7673e-05     	|  3.5162e-06     	|
on_configure_sharded_model         	|  1.4187e-05     	|1              	|  1.4187e-05     	|  2.8226e-06     	|
setup                              	|  1.2583e-05     	|1              	|  1.2583e-05     	|  2.5035e-06     	|
teardown                           	|  1.2103e-05     	|1              	|  1.2103e-05     	|  2.408e-06      	|
on_pretrain_routine_end            	|  1.022e-05      	|1              	|  1.022e-05      	|  2.0334e-06     	|
prepare_data                       	|  8.3549e-06     	|1              	|  8.3549e-06     	|  1.6623e-06     	|
configure_callbacks                	|  5.1199e-06     	|1              	|  5.1199e-06     	|  1.0186e-06     	|
on_train_dataloader                	|  4.729e-06      	|1              	|  4.729e-06      	|  9.4087e-07     	|
configure_sharded_model            	|  4.428e-06      	|1              	|  4.428e-06      	|  8.8097e-07     	|
on_val_dataloader                  	|  4.3589e-06     	|1              	|  4.3589e-06     	|  8.6724e-07     	|
