FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  407.92         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  6.1134         	|63             	|  385.14         	|  94.417         	|
run_training_batch                 	|  0.27419        	|1000           	|  274.19         	|  67.217         	|
optimizer_step_with_closure_0      	|  0.26976        	|1000           	|  269.76         	|  66.133         	|
training_step_and_backward         	|  0.20283        	|1000           	|  202.83         	|  49.724         	|
model_forward                      	|  0.10775        	|1000           	|  107.75         	|  26.415         	|
training_step                      	|  0.10755        	|1000           	|  107.55         	|  26.366         	|
backward                           	|  0.093482       	|1000           	|  93.482         	|  22.917         	|
get_train_batch                    	|  0.022167       	|1063           	|  23.564         	|  5.7767         	|
fetch_next_train_batch             	|  0.022143       	|1063           	|  23.537         	|  5.7702         	|
on_train_batch_end                 	|  0.0022614      	|1000           	|  2.2614         	|  0.55437        	|
zero_grad                          	|  0.0015633      	|1000           	|  1.5633         	|  0.38324        	|
training_batch_to_device           	|  0.00027032     	|1000           	|  0.27032        	|  0.066268       	|
on_train_batch_start               	|  9.5188e-05     	|1000           	|  0.095188       	|  0.023335       	|
on_train_end                       	|  0.046199       	|1              	|  0.046199       	|  0.011326       	|
on_after_backward                  	|  2.6698e-05     	|1000           	|  0.026698       	|  0.0065451      	|
on_train_epoch_end                 	|  0.00037793     	|63             	|  0.023809       	|  0.0058368      	|
on_train_epoch_start               	|  0.00037417     	|63             	|  0.023573       	|  0.0057789      	|
on_pretrain_routine_start          	|  0.022968       	|1              	|  0.022968       	|  0.0056305      	|
on_batch_start                     	|  2.18e-05       	|1000           	|  0.0218         	|  0.0053443      	|
on_before_zero_grad                	|  1.7677e-05     	|1000           	|  0.017677       	|  0.0043335      	|
on_batch_end                       	|  1.5743e-05     	|1000           	|  0.015743       	|  0.0038595      	|
on_before_optimizer_step           	|  1.5731e-05     	|1000           	|  0.015731       	|  0.0038564      	|
on_before_backward                 	|  1.3739e-05     	|1000           	|  0.013739       	|  0.0033681      	|
configure_optimizers               	|  0.010016       	|1              	|  0.010016       	|  0.0024555      	|
training_step_end                  	|  7.3467e-06     	|1000           	|  0.0073467      	|  0.001801       	|
on_train_start                     	|  0.0013545      	|1              	|  0.0013545      	|  0.00033204     	|
on_epoch_end                       	|  1.2021e-05     	|63             	|  0.00075733     	|  0.00018566     	|
on_epoch_start                     	|  1.1617e-05     	|63             	|  0.00073188     	|  0.00017942     	|
on_fit_start                       	|  3.9984e-05     	|1              	|  3.9984e-05     	|  9.8019e-06     	|
on_fit_end                         	|  3.5131e-05     	|1              	|  3.5131e-05     	|  8.6124e-06     	|
setup                              	|  3.176e-05      	|1              	|  3.176e-05      	|  7.7859e-06     	|
on_configure_sharded_model         	|  2.9977e-05     	|1              	|  2.9977e-05     	|  7.3489e-06     	|
on_before_accelerator_backend_setup	|  2.4904e-05     	|1              	|  2.4904e-05     	|  6.1051e-06     	|
teardown                           	|  1.4456e-05     	|1              	|  1.4456e-05     	|  3.5439e-06     	|
on_pretrain_routine_end            	|  1.3648e-05     	|1              	|  1.3648e-05     	|  3.3457e-06     	|
prepare_data                       	|  1.0537e-05     	|1              	|  1.0537e-05     	|  2.5831e-06     	|
on_val_dataloader                  	|  9.4175e-06     	|1              	|  9.4175e-06     	|  2.3087e-06     	|
configure_sharded_model            	|  9.0562e-06     	|1              	|  9.0562e-06     	|  2.2201e-06     	|
configure_callbacks                	|  8.4676e-06     	|1              	|  8.4676e-06     	|  2.0758e-06     	|
on_train_dataloader                	|  7.9386e-06     	|1              	|  7.9386e-06     	|  1.9461e-06     	|
