FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
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Total                              	|  -              	|_              	|  51.452         	|  100 %          	|
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run_training_epoch                 	|  13.201         	|1              	|  13.201         	|  25.658         	|
run_training_batch                 	|  10.929         	|1              	|  10.929         	|  21.242         	|
optimizer_step_with_closure_0      	|  10.926         	|1              	|  10.926         	|  21.235         	|
training_step_and_backward         	|  10.829         	|1              	|  10.829         	|  21.046         	|
model_forward                      	|  10.678         	|1              	|  10.678         	|  20.753         	|
training_step                      	|  10.677         	|1              	|  10.677         	|  20.752         	|
on_train_end                       	|  0.73735        	|1              	|  0.73735        	|  1.4331         	|
get_train_batch                    	|  0.10857        	|2              	|  0.21715        	|  0.42204        	|
fetch_next_train_batch             	|  0.10853        	|2              	|  0.21705        	|  0.42185        	|
backward                           	|  0.1503         	|1              	|  0.1503         	|  0.29211        	|
configure_optimizers               	|  0.025306       	|1              	|  0.025306       	|  0.049183       	|
on_pretrain_routine_start          	|  0.021942       	|1              	|  0.021942       	|  0.042645       	|
on_train_batch_end                 	|  0.0026316      	|1              	|  0.0026316      	|  0.0051147      	|
training_batch_to_device           	|  0.00080355     	|1              	|  0.00080355     	|  0.0015617      	|
on_train_start                     	|  0.00036317     	|1              	|  0.00036317     	|  0.00070585     	|
zero_grad                          	|  0.00035254     	|1              	|  0.00035254     	|  0.00068518     	|
on_train_epoch_end                 	|  0.00028433     	|1              	|  0.00028433     	|  0.0005526      	|
on_train_epoch_start               	|  0.00025921     	|1              	|  0.00025921     	|  0.00050379     	|
on_train_batch_start               	|  0.00013389     	|1              	|  0.00013389     	|  0.00026022     	|
on_fit_end                         	|  7.6195e-05     	|1              	|  7.6195e-05     	|  0.00014809     	|
on_batch_start                     	|  7.2798e-05     	|1              	|  7.2798e-05     	|  0.00014149     	|
on_before_zero_grad                	|  4.651e-05      	|1              	|  4.651e-05      	|  9.0395e-05     	|
on_fit_start                       	|  4.1839e-05     	|1              	|  4.1839e-05     	|  8.1316e-05     	|
on_after_backward                  	|  3.7448e-05     	|1              	|  3.7448e-05     	|  7.2783e-05     	|
on_before_accelerator_backend_setup	|  3.2866e-05     	|1              	|  3.2866e-05     	|  6.3877e-05     	|
setup                              	|  2.7038e-05     	|1              	|  2.7038e-05     	|  5.255e-05      	|
on_configure_sharded_model         	|  2.4067e-05     	|1              	|  2.4067e-05     	|  4.6776e-05     	|
on_batch_end                       	|  1.7656e-05     	|1              	|  1.7656e-05     	|  3.4315e-05     	|
teardown                           	|  1.7283e-05     	|1              	|  1.7283e-05     	|  3.3591e-05     	|
on_before_backward                 	|  1.6995e-05     	|1              	|  1.6995e-05     	|  3.303e-05      	|
on_before_optimizer_step           	|  1.4842e-05     	|1              	|  1.4842e-05     	|  2.8845e-05     	|
on_pretrain_routine_end            	|  1.3672e-05     	|1              	|  1.3672e-05     	|  2.6572e-05     	|
training_step_end                  	|  1.2834e-05     	|1              	|  1.2834e-05     	|  2.4943e-05     	|
on_epoch_start                     	|  1.2398e-05     	|1              	|  1.2398e-05     	|  2.4096e-05     	|
on_epoch_end                       	|  1.1651e-05     	|1              	|  1.1651e-05     	|  2.2644e-05     	|
prepare_data                       	|  8.7097e-06     	|1              	|  8.7097e-06     	|  1.6928e-05     	|
configure_sharded_model            	|  8.6799e-06     	|1              	|  8.6799e-06     	|  1.687e-05      	|
configure_callbacks                	|  8.313e-06      	|1              	|  8.313e-06      	|  1.6157e-05     	|
on_train_dataloader                	|  5.9251e-06     	|1              	|  5.9251e-06     	|  1.1516e-05     	|
on_val_dataloader                  	|  5.8915e-06     	|1              	|  5.8915e-06     	|  1.1451e-05     	|
