FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1536.4         	|  100 %          	|
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run_training_epoch                 	|  24.017         	|63             	|  1513.1         	|  98.484         	|
run_training_batch                 	|  0.18478        	|8000           	|  1478.2         	|  96.216         	|
training_step_and_backward         	|  0.17465        	|8000           	|  1397.2         	|  90.944         	|
model_forward                      	|  0.092704       	|8000           	|  741.63         	|  48.272         	|
training_step                      	|  0.092571       	|8000           	|  740.57         	|  48.203         	|
backward                           	|  0.081772       	|8000           	|  654.17         	|  42.579         	|
optimizer_step_with_closure_0      	|  0.23258        	|1000           	|  232.58         	|  15.138         	|
get_train_batch                    	|  0.0022612      	|8063           	|  18.232         	|  1.1867         	|
fetch_next_train_batch             	|  0.0022451      	|8063           	|  18.103         	|  1.1783         	|
on_train_batch_end                 	|  0.0010717      	|8000           	|  8.5734         	|  0.55803        	|
training_batch_to_device           	|  0.00021219     	|8000           	|  1.6975         	|  0.11049        	|
zero_grad                          	|  0.0012925      	|1000           	|  1.2925         	|  0.08413        	|
on_train_batch_start               	|  9.0076e-05     	|8000           	|  0.72061        	|  0.046903       	|
on_batch_start                     	|  1.4842e-05     	|8000           	|  0.11874        	|  0.0077284      	|
on_batch_end                       	|  1.2714e-05     	|8000           	|  0.10171        	|  0.0066202      	|
on_before_backward                 	|  1.2337e-05     	|8000           	|  0.098692       	|  0.0064237      	|
on_after_backward                  	|  1.137e-05      	|8000           	|  0.090959       	|  0.0059204      	|
training_step_end                  	|  5.751e-06      	|8000           	|  0.046008       	|  0.0029946      	|
on_train_end                       	|  0.025738       	|1              	|  0.025738       	|  0.0016753      	|
on_pretrain_routine_start          	|  0.022969       	|1              	|  0.022969       	|  0.0014951      	|
on_train_epoch_start               	|  0.00031422     	|63             	|  0.019796       	|  0.0012885      	|
on_train_epoch_end                 	|  0.00026721     	|63             	|  0.016834       	|  0.0010957      	|
on_before_zero_grad                	|  1.3849e-05     	|1000           	|  0.013849       	|  0.00090143     	|
on_before_optimizer_step           	|  1.192e-05      	|1000           	|  0.01192        	|  0.00077586     	|
configure_optimizers               	|  0.0082428      	|1              	|  0.0082428      	|  0.00053651     	|
on_train_start                     	|  0.00068497     	|1              	|  0.00068497     	|  4.4584e-05     	|
on_epoch_end                       	|  1.082e-05      	|63             	|  0.00068164     	|  4.4367e-05     	|
on_epoch_start                     	|  1.0552e-05     	|63             	|  0.00066478     	|  4.327e-05      	|
on_before_accelerator_backend_setup	|  2.4415e-05     	|1              	|  2.4415e-05     	|  1.5891e-06     	|
on_fit_end                         	|  2.2793e-05     	|1              	|  2.2793e-05     	|  1.4836e-06     	|
on_fit_start                       	|  1.595e-05      	|1              	|  1.595e-05      	|  1.0382e-06     	|
on_configure_sharded_model         	|  1.3725e-05     	|1              	|  1.3725e-05     	|  8.9333e-07     	|
setup                              	|  1.3215e-05     	|1              	|  1.3215e-05     	|  8.6015e-07     	|
on_pretrain_routine_end            	|  1.2143e-05     	|1              	|  1.2143e-05     	|  7.9037e-07     	|
teardown                           	|  1.0289e-05     	|1              	|  1.0289e-05     	|  6.697e-07      	|
prepare_data                       	|  8.7461e-06     	|1              	|  8.7461e-06     	|  5.6927e-07     	|
configure_callbacks                	|  6.001e-06      	|1              	|  6.001e-06      	|  3.9059e-07     	|
on_train_dataloader                	|  4.3979e-06     	|1              	|  4.3979e-06     	|  2.8626e-07     	|
configure_sharded_model            	|  4.3882e-06     	|1              	|  4.3882e-06     	|  2.8562e-07     	|
on_val_dataloader                  	|  4.329e-06      	|1              	|  4.329e-06      	|  2.8177e-07     	|
