FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  469.9          	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  0.89382        	|500            	|  446.91         	|  95.107         	|
run_training_batch                 	|  0.29663        	|1000           	|  296.63         	|  63.127         	|
optimizer_step_with_closure_0      	|  0.29396        	|1000           	|  293.96         	|  62.558         	|
training_step_and_backward         	|  0.22274        	|1000           	|  222.74         	|  47.4           	|
model_forward                      	|  0.13673        	|1000           	|  136.73         	|  29.096         	|
training_step                      	|  0.13656        	|1000           	|  136.56         	|  29.062         	|
backward                           	|  0.084639       	|1000           	|  84.639         	|  18.012         	|
get_train_batch                    	|  0.028722       	|1500           	|  43.084         	|  9.1686         	|
fetch_next_train_batch             	|  0.028689       	|1500           	|  43.034         	|  9.158          	|
zero_grad                          	|  0.0013393      	|1000           	|  1.3393         	|  0.28501        	|
on_train_batch_end                 	|  0.0013212      	|1000           	|  1.3212         	|  0.28116        	|
training_batch_to_device           	|  0.0005897      	|1000           	|  0.5897         	|  0.12549        	|
on_train_epoch_start               	|  0.00028669     	|500            	|  0.14334        	|  0.030505       	|
on_train_epoch_end                 	|  0.00027777     	|500            	|  0.13888        	|  0.029556       	|
on_train_batch_start               	|  0.00010485     	|1000           	|  0.10485        	|  0.022312       	|
on_batch_start                     	|  3.381e-05      	|1000           	|  0.03381        	|  0.0071952      	|
on_pretrain_routine_start          	|  0.03111        	|1              	|  0.03111        	|  0.0066204      	|
on_train_end                       	|  0.024037       	|1              	|  0.024037       	|  0.0051153      	|
on_before_zero_grad                	|  2.1761e-05     	|1000           	|  0.021761       	|  0.0046309      	|
on_batch_end                       	|  1.4022e-05     	|1000           	|  0.014022       	|  0.0029839      	|
on_before_optimizer_step           	|  1.2292e-05     	|1000           	|  0.012292       	|  0.0026159      	|
on_after_backward                  	|  1.136e-05      	|1000           	|  0.01136        	|  0.0024175      	|
on_before_backward                 	|  1.0926e-05     	|1000           	|  0.010926       	|  0.0023251      	|
configure_optimizers               	|  0.0082295      	|1              	|  0.0082295      	|  0.0017513      	|
training_step_end                  	|  8.2284e-06     	|1000           	|  0.0082284      	|  0.0017511      	|
on_epoch_start                     	|  1.065e-05      	|500            	|  0.005325       	|  0.0011332      	|
on_epoch_end                       	|  1.0216e-05     	|500            	|  0.0051078      	|  0.001087       	|
on_train_start                     	|  0.00073374     	|1              	|  0.00073374     	|  0.00015615     	|
on_fit_end                         	|  2.2222e-05     	|1              	|  2.2222e-05     	|  4.7291e-06     	|
on_before_accelerator_backend_setup	|  1.7604e-05     	|1              	|  1.7604e-05     	|  3.7463e-06     	|
on_fit_start                       	|  1.6231e-05     	|1              	|  1.6231e-05     	|  3.4541e-06     	|
on_configure_sharded_model         	|  1.3415e-05     	|1              	|  1.3415e-05     	|  2.8548e-06     	|
setup                              	|  1.2704e-05     	|1              	|  1.2704e-05     	|  2.7035e-06     	|
teardown                           	|  1.1261e-05     	|1              	|  1.1261e-05     	|  2.3964e-06     	|
on_pretrain_routine_end            	|  9.698e-06      	|1              	|  9.698e-06      	|  2.0638e-06     	|
prepare_data                       	|  6.152e-06      	|1              	|  6.152e-06      	|  1.3092e-06     	|
configure_callbacks                	|  5.1501e-06     	|1              	|  5.1501e-06     	|  1.096e-06      	|
on_val_dataloader                  	|  4.789e-06      	|1              	|  4.789e-06      	|  1.0191e-06     	|
on_train_dataloader                	|  4.328e-06      	|1              	|  4.328e-06      	|  9.2103e-07     	|
configure_sharded_model            	|  4.178e-06      	|1              	|  4.178e-06      	|  8.8913e-07     	|
