FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  421.61         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  6.3883         	|63             	|  402.46         	|  95.459         	|
run_training_batch                 	|  0.27782        	|1000           	|  277.82         	|  65.895         	|
optimizer_step_with_closure_0      	|  0.27454        	|1000           	|  274.54         	|  65.117         	|
training_step_and_backward         	|  0.20829        	|1000           	|  208.29         	|  49.404         	|
model_forward                      	|  0.10581        	|1000           	|  105.81         	|  25.096         	|
training_step                      	|  0.10562        	|1000           	|  105.62         	|  25.051         	|
backward                           	|  0.10094        	|1000           	|  100.94         	|  23.942         	|
get_train_batch                    	|  0.026732       	|1063           	|  28.416         	|  6.7398         	|
fetch_next_train_batch             	|  0.026708       	|1063           	|  28.391         	|  6.734          	|
on_train_batch_end                 	|  0.0021715      	|1000           	|  2.1715         	|  0.51505        	|
zero_grad                          	|  0.0015115      	|1000           	|  1.5115         	|  0.3585         	|
training_batch_to_device           	|  0.00025299     	|1000           	|  0.25299        	|  0.060006       	|
on_train_batch_start               	|  9.5519e-05     	|1000           	|  0.095519       	|  0.022656       	|
on_train_end                       	|  0.063796       	|1              	|  0.063796       	|  0.015132       	|
on_after_backward                  	|  2.5999e-05     	|1000           	|  0.025999       	|  0.0061666      	|
on_pretrain_routine_start          	|  0.022359       	|1              	|  0.022359       	|  0.0053032      	|
on_train_epoch_end                 	|  0.00034805     	|63             	|  0.021927       	|  0.0052009      	|
on_train_epoch_start               	|  0.00033739     	|63             	|  0.021256       	|  0.0050416      	|
on_batch_start                     	|  2.0976e-05     	|1000           	|  0.020976       	|  0.0049752      	|
on_before_zero_grad                	|  1.8976e-05     	|1000           	|  0.018976       	|  0.0045009      	|
configure_optimizers               	|  0.017158       	|1              	|  0.017158       	|  0.0040696      	|
on_batch_end                       	|  1.5291e-05     	|1000           	|  0.015291       	|  0.0036268      	|
on_before_optimizer_step           	|  1.3806e-05     	|1000           	|  0.013806       	|  0.0032745      	|
on_before_backward                 	|  1.3232e-05     	|1000           	|  0.013232       	|  0.0031384      	|
training_step_end                  	|  7.2866e-06     	|1000           	|  0.0072866      	|  0.0017283      	|
on_train_start                     	|  0.0011031      	|1              	|  0.0011031      	|  0.00026165     	|
on_epoch_end                       	|  1.1865e-05     	|63             	|  0.00074749     	|  0.0001773      	|
on_epoch_start                     	|  1.1188e-05     	|63             	|  0.00070482     	|  0.00016718     	|
on_fit_end                         	|  5.9504e-05     	|1              	|  5.9504e-05     	|  1.4114e-05     	|
on_fit_start                       	|  4.2925e-05     	|1              	|  4.2925e-05     	|  1.0181e-05     	|
on_before_accelerator_backend_setup	|  2.7008e-05     	|1              	|  2.7008e-05     	|  6.4061e-06     	|
setup                              	|  2.0176e-05     	|1              	|  2.0176e-05     	|  4.7855e-06     	|
on_configure_sharded_model         	|  1.8716e-05     	|1              	|  1.8716e-05     	|  4.4392e-06     	|
teardown                           	|  1.4553e-05     	|1              	|  1.4553e-05     	|  3.4518e-06     	|
on_pretrain_routine_end            	|  1.4175e-05     	|1              	|  1.4175e-05     	|  3.3621e-06     	|
prepare_data                       	|  1.0209e-05     	|1              	|  1.0209e-05     	|  2.4215e-06     	|
on_train_dataloader                	|  8.1398e-06     	|1              	|  8.1398e-06     	|  1.9307e-06     	|
on_val_dataloader                  	|  6.5565e-06     	|1              	|  6.5565e-06     	|  1.5551e-06     	|
configure_callbacks                	|  6.5528e-06     	|1              	|  6.5528e-06     	|  1.5542e-06     	|
configure_sharded_model            	|  5.5991e-06     	|1              	|  5.5991e-06     	|  1.328e-06      	|
