FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  533.77         	|  100 %          	|
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run_training_epoch                 	|  8.0958         	|63             	|  510.03         	|  95.552         	|
run_training_batch                 	|  0.37363        	|1000           	|  373.63         	|  69.998         	|
optimizer_step_with_closure_0      	|  0.37099        	|1000           	|  370.99         	|  69.504         	|
training_step_and_backward         	|  0.26618        	|1000           	|  266.18         	|  49.868         	|
model_forward                      	|  0.13704        	|1000           	|  137.04         	|  25.673         	|
training_step                      	|  0.13684        	|1000           	|  136.84         	|  25.636         	|
backward                           	|  0.12765        	|1000           	|  127.65         	|  23.916         	|
get_train_batch                    	|  0.029434       	|1063           	|  31.289         	|  5.8618         	|
fetch_next_train_batch             	|  0.029411       	|1063           	|  31.263         	|  5.8571         	|
on_train_batch_end                 	|  0.0017784      	|1000           	|  1.7784         	|  0.33317        	|
zero_grad                          	|  0.0014573      	|1000           	|  1.4573         	|  0.27301        	|
training_batch_to_device           	|  0.00026622     	|1000           	|  0.26622        	|  0.049875       	|
on_train_batch_start               	|  9.5454e-05     	|1000           	|  0.095454       	|  0.017883       	|
on_train_end                       	|  0.0432         	|1              	|  0.0432         	|  0.0080933      	|
on_train_epoch_start               	|  0.00036229     	|63             	|  0.022824       	|  0.0042761      	|
on_pretrain_routine_start          	|  0.022749       	|1              	|  0.022749       	|  0.0042619      	|
on_train_epoch_end                 	|  0.00034788     	|63             	|  0.021916       	|  0.004106       	|
on_batch_start                     	|  2.1068e-05     	|1000           	|  0.021068       	|  0.003947       	|
on_after_backward                  	|  2.0586e-05     	|1000           	|  0.020586       	|  0.0038568      	|
on_before_zero_grad                	|  1.534e-05      	|1000           	|  0.01534        	|  0.0028739      	|
on_batch_end                       	|  1.5329e-05     	|1000           	|  0.015329       	|  0.0028719      	|
on_before_optimizer_step           	|  1.2751e-05     	|1000           	|  0.012751       	|  0.0023888      	|
on_before_backward                 	|  1.2288e-05     	|1000           	|  0.012288       	|  0.0023021      	|
configure_optimizers               	|  0.011914       	|1              	|  0.011914       	|  0.0022321      	|
training_step_end                  	|  6.8305e-06     	|1000           	|  0.0068305      	|  0.0012797      	|
on_train_start                     	|  0.0022115      	|1              	|  0.0022115      	|  0.00041431     	|
on_epoch_end                       	|  1.2818e-05     	|63             	|  0.00080751     	|  0.00015128     	|
on_epoch_start                     	|  1.1152e-05     	|63             	|  0.00070255     	|  0.00013162     	|
on_fit_start                       	|  4.7632e-05     	|1              	|  4.7632e-05     	|  8.9236e-06     	|
on_fit_end                         	|  2.9664e-05     	|1              	|  2.9664e-05     	|  5.5575e-06     	|
on_before_accelerator_backend_setup	|  2.5636e-05     	|1              	|  2.5636e-05     	|  4.8027e-06     	|
setup                              	|  2.4281e-05     	|1              	|  2.4281e-05     	|  4.549e-06      	|
on_configure_sharded_model         	|  2.1746e-05     	|1              	|  2.1746e-05     	|  4.0741e-06     	|
teardown                           	|  1.4164e-05     	|1              	|  1.4164e-05     	|  2.6535e-06     	|
on_pretrain_routine_end            	|  1.2286e-05     	|1              	|  1.2286e-05     	|  2.3017e-06     	|
prepare_data                       	|  7.9963e-06     	|1              	|  7.9963e-06     	|  1.4981e-06     	|
configure_callbacks                	|  7.9554e-06     	|1              	|  7.9554e-06     	|  1.4904e-06     	|
on_train_dataloader                	|  7.6611e-06     	|1              	|  7.6611e-06     	|  1.4353e-06     	|
on_val_dataloader                  	|  7.3165e-06     	|1              	|  7.3165e-06     	|  1.3707e-06     	|
configure_sharded_model            	|  6.3293e-06     	|1              	|  6.3293e-06     	|  1.1858e-06     	|
