FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  513.12         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  0.97068        	|500            	|  485.34         	|  94.587         	|
run_training_batch                 	|  0.33209        	|1000           	|  332.09         	|  64.72          	|
optimizer_step_with_closure_0      	|  0.32939        	|1000           	|  329.39         	|  64.194         	|
training_step_and_backward         	|  0.24555        	|1000           	|  245.55         	|  47.854         	|
model_forward                      	|  0.15268        	|1000           	|  152.68         	|  29.756         	|
training_step                      	|  0.15252        	|1000           	|  152.52         	|  29.724         	|
backward                           	|  0.091453       	|1000           	|  91.453         	|  17.823         	|
get_train_batch                    	|  0.029649       	|1500           	|  44.473         	|  8.6672         	|
fetch_next_train_batch             	|  0.029614       	|1500           	|  44.422         	|  8.6572         	|
zero_grad                          	|  0.0013771      	|1000           	|  1.3771         	|  0.26837        	|
on_train_batch_end                 	|  0.0013215      	|1000           	|  1.3215         	|  0.25754        	|
training_batch_to_device           	|  0.0006044      	|1000           	|  0.6044         	|  0.11779        	|
on_train_epoch_start               	|  0.00028294     	|500            	|  0.14147        	|  0.027571       	|
on_train_epoch_end                 	|  0.00027211     	|500            	|  0.13606        	|  0.026516       	|
on_train_batch_start               	|  0.00010675     	|1000           	|  0.10675        	|  0.020804       	|
on_batch_start                     	|  3.3878e-05     	|1000           	|  0.033878       	|  0.0066025      	|
on_train_end                       	|  0.023485       	|1              	|  0.023485       	|  0.004577       	|
on_pretrain_routine_start          	|  0.022054       	|1              	|  0.022054       	|  0.004298       	|
on_before_zero_grad                	|  2.0952e-05     	|1000           	|  0.020952       	|  0.0040833      	|
on_batch_end                       	|  1.3654e-05     	|1000           	|  0.013654       	|  0.0026611      	|
on_before_backward                 	|  1.2139e-05     	|1000           	|  0.012139       	|  0.0023657      	|
on_before_optimizer_step           	|  1.1831e-05     	|1000           	|  0.011831       	|  0.0023057      	|
on_after_backward                  	|  1.1174e-05     	|1000           	|  0.011174       	|  0.0021777      	|
configure_optimizers               	|  0.0088532      	|1              	|  0.0088532      	|  0.0017254      	|
training_step_end                  	|  8.4196e-06     	|1000           	|  0.0084196      	|  0.0016409      	|
on_epoch_end                       	|  1.3015e-05     	|500            	|  0.0065077      	|  0.0012683      	|
on_epoch_start                     	|  1.1107e-05     	|500            	|  0.0055537      	|  0.0010824      	|
on_train_start                     	|  0.00071622     	|1              	|  0.00071622     	|  0.00013958     	|
on_fit_end                         	|  2.2843e-05     	|1              	|  2.2843e-05     	|  4.4518e-06     	|
on_before_accelerator_backend_setup	|  2.2222e-05     	|1              	|  2.2222e-05     	|  4.3308e-06     	|
on_fit_start                       	|  1.7063e-05     	|1              	|  1.7063e-05     	|  3.3254e-06     	|
on_configure_sharded_model         	|  1.4006e-05     	|1              	|  1.4006e-05     	|  2.7296e-06     	|
setup                              	|  1.3485e-05     	|1              	|  1.3485e-05     	|  2.628e-06      	|
teardown                           	|  1.3315e-05     	|1              	|  1.3315e-05     	|  2.5949e-06     	|
on_pretrain_routine_end            	|  1.0179e-05     	|1              	|  1.0179e-05     	|  1.9837e-06     	|
prepare_data                       	|  8.266e-06      	|1              	|  8.266e-06      	|  1.6109e-06     	|
on_val_dataloader                  	|  5.04e-06       	|1              	|  5.04e-06       	|  9.8222e-07     	|
configure_callbacks                	|  4.688e-06      	|1              	|  4.688e-06      	|  9.1364e-07     	|
on_train_dataloader                	|  4.578e-06      	|1              	|  4.578e-06      	|  8.922e-07      	|
configure_sharded_model            	|  4.2181e-06     	|1              	|  4.2181e-06     	|  8.2205e-07     	|
