FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
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Total                              	|  -              	|_              	|  484.75         	|  100 %          	|
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run_training_epoch                 	|  0.92347        	|500            	|  461.74         	|  95.253         	|
run_training_batch                 	|  0.31206        	|1000           	|  312.06         	|  64.377         	|
optimizer_step_with_closure_0      	|  0.3094         	|1000           	|  309.4          	|  63.827         	|
training_step_and_backward         	|  0.23353        	|1000           	|  233.53         	|  48.175         	|
model_forward                      	|  0.14437        	|1000           	|  144.37         	|  29.782         	|
training_step                      	|  0.14421        	|1000           	|  144.21         	|  29.749         	|
backward                           	|  0.087759       	|1000           	|  87.759         	|  18.104         	|
get_train_batch                    	|  0.028677       	|1500           	|  43.016         	|  8.8739         	|
fetch_next_train_batch             	|  0.028644       	|1500           	|  42.967         	|  8.8637         	|
zero_grad                          	|  0.0013681      	|1000           	|  1.3681         	|  0.28223        	|
on_train_batch_end                 	|  0.0013131      	|1000           	|  1.3131         	|  0.27089        	|
training_batch_to_device           	|  0.00058968     	|1000           	|  0.58968        	|  0.12165        	|
on_train_epoch_start               	|  0.00027324     	|500            	|  0.13662        	|  0.028184       	|
on_train_epoch_end                 	|  0.00026745     	|500            	|  0.13372        	|  0.027587       	|
on_train_batch_start               	|  0.00010633     	|1000           	|  0.10633        	|  0.021935       	|
on_batch_start                     	|  3.4486e-05     	|1000           	|  0.034486       	|  0.0071143      	|
on_pretrain_routine_start          	|  0.031234       	|1              	|  0.031234       	|  0.0064434      	|
on_train_end                       	|  0.02373        	|1              	|  0.02373        	|  0.0048954      	|
on_before_zero_grad                	|  2.188e-05      	|1000           	|  0.02188        	|  0.0045136      	|
on_batch_end                       	|  1.3883e-05     	|1000           	|  0.013883       	|  0.002864       	|
on_before_optimizer_step           	|  1.2293e-05     	|1000           	|  0.012293       	|  0.0025359      	|
on_after_backward                  	|  1.1601e-05     	|1000           	|  0.011601       	|  0.0023933      	|
on_before_backward                 	|  1.0947e-05     	|1000           	|  0.010947       	|  0.0022583      	|
configure_optimizers               	|  0.00835        	|1              	|  0.00835        	|  0.0017226      	|
training_step_end                  	|  7.7503e-06     	|1000           	|  0.0077503      	|  0.0015988      	|
on_epoch_start                     	|  1.0477e-05     	|500            	|  0.0052386      	|  0.0010807      	|
on_epoch_end                       	|  1.0181e-05     	|500            	|  0.0050904      	|  0.0010501      	|
on_train_start                     	|  0.00072814     	|1              	|  0.00072814     	|  0.00015021     	|
on_fit_end                         	|  2.5518e-05     	|1              	|  2.5518e-05     	|  5.2642e-06     	|
on_before_accelerator_backend_setup	|  2.0728e-05     	|1              	|  2.0728e-05     	|  4.2761e-06     	|
on_fit_start                       	|  1.575e-05      	|1              	|  1.575e-05      	|  3.2491e-06     	|
setup                              	|  1.567e-05      	|1              	|  1.567e-05      	|  3.2326e-06     	|
on_configure_sharded_model         	|  1.4137e-05     	|1              	|  1.4137e-05     	|  2.9164e-06     	|
on_pretrain_routine_end            	|  1.1843e-05     	|1              	|  1.1843e-05     	|  2.4431e-06     	|
teardown                           	|  1.1311e-05     	|1              	|  1.1311e-05     	|  2.3334e-06     	|
prepare_data                       	|  7.414e-06      	|1              	|  7.414e-06      	|  1.5295e-06     	|
configure_callbacks                	|  5.56e-06       	|1              	|  5.56e-06       	|  1.147e-06      	|
on_val_dataloader                  	|  4.679e-06      	|1              	|  4.679e-06      	|  9.6524e-07     	|
configure_sharded_model            	|  4.288e-06      	|1              	|  4.288e-06      	|  8.846e-07      	|
on_train_dataloader                	|  3.997e-06      	|1              	|  3.997e-06      	|  8.2456e-07     	|
