FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  476.27         	|  100 %          	|
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run_training_epoch                 	|  0.90646        	|500            	|  453.23         	|  95.161         	|
run_training_batch                 	|  0.30067        	|1000           	|  300.67         	|  63.129         	|
optimizer_step_with_closure_0      	|  0.29802        	|1000           	|  298.02         	|  62.573         	|
training_step_and_backward         	|  0.22572        	|1000           	|  225.72         	|  47.394         	|
model_forward                      	|  0.13859        	|1000           	|  138.59         	|  29.1           	|
training_step                      	|  0.13843        	|1000           	|  138.43         	|  29.065         	|
backward                           	|  0.085766       	|1000           	|  85.766         	|  18.008         	|
get_train_batch                    	|  0.029723       	|1500           	|  44.585         	|  9.3612         	|
fetch_next_train_batch             	|  0.029691       	|1500           	|  44.537         	|  9.3512         	|
zero_grad                          	|  0.001331       	|1000           	|  1.331          	|  0.27947        	|
on_train_batch_end                 	|  0.0013085      	|1000           	|  1.3085         	|  0.27473        	|
training_batch_to_device           	|  0.00060097     	|1000           	|  0.60097        	|  0.12618        	|
on_train_epoch_start               	|  0.00027396     	|500            	|  0.13698        	|  0.028761       	|
on_train_epoch_end                 	|  0.00025856     	|500            	|  0.12928        	|  0.027144       	|
on_train_batch_start               	|  0.00010873     	|1000           	|  0.10873        	|  0.022829       	|
on_batch_start                     	|  3.3623e-05     	|1000           	|  0.033623       	|  0.0070595      	|
on_pretrain_routine_start          	|  0.033592       	|1              	|  0.033592       	|  0.0070531      	|
on_train_end                       	|  0.023967       	|1              	|  0.023967       	|  0.0050321      	|
on_before_zero_grad                	|  2.0383e-05     	|1000           	|  0.020383       	|  0.0042796      	|
on_batch_end                       	|  1.3757e-05     	|1000           	|  0.013757       	|  0.0028885      	|
on_before_optimizer_step           	|  1.1915e-05     	|1000           	|  0.011915       	|  0.0025017      	|
on_after_backward                  	|  1.1611e-05     	|1000           	|  0.011611       	|  0.0024379      	|
on_before_backward                 	|  1.0525e-05     	|1000           	|  0.010525       	|  0.00221        	|
configure_optimizers               	|  0.0082339      	|1              	|  0.0082339      	|  0.0017288      	|
training_step_end                  	|  7.7546e-06     	|1000           	|  0.0077546      	|  0.0016282      	|
on_epoch_start                     	|  1.1041e-05     	|500            	|  0.0055206      	|  0.0011591      	|
on_epoch_end                       	|  1.0214e-05     	|500            	|  0.005107       	|  0.0010723      	|
on_train_start                     	|  0.00072981     	|1              	|  0.00072981     	|  0.00015323     	|
on_fit_end                         	|  2.2753e-05     	|1              	|  2.2753e-05     	|  4.7773e-06     	|
on_before_accelerator_backend_setup	|  1.9436e-05     	|1              	|  1.9436e-05     	|  4.0809e-06     	|
on_fit_start                       	|  1.7934e-05     	|1              	|  1.7934e-05     	|  3.7655e-06     	|
setup                              	|  1.4617e-05     	|1              	|  1.4617e-05     	|  3.069e-06      	|
on_configure_sharded_model         	|  1.3956e-05     	|1              	|  1.3956e-05     	|  2.9302e-06     	|
teardown                           	|  1.0369e-05     	|1              	|  1.0369e-05     	|  2.1771e-06     	|
on_pretrain_routine_end            	|  9.8989e-06     	|1              	|  9.8989e-06     	|  2.0784e-06     	|
prepare_data                       	|  6.9931e-06     	|1              	|  6.9931e-06     	|  1.4683e-06     	|
configure_callbacks                	|  5.902e-06      	|1              	|  5.902e-06      	|  1.2392e-06     	|
on_val_dataloader                  	|  4.6489e-06     	|1              	|  4.6489e-06     	|  9.7611e-07     	|
configure_sharded_model            	|  4.368e-06      	|1              	|  4.368e-06      	|  9.1712e-07     	|
on_train_dataloader                	|  3.8679e-06     	|1              	|  3.8679e-06     	|  8.1212e-07     	|
