FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  535.5          	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  1.0234         	|500            	|  511.69         	|  95.553         	|
run_training_batch                 	|  0.33661        	|1000           	|  336.61         	|  62.859         	|
optimizer_step_with_closure_0      	|  0.33389        	|1000           	|  333.89         	|  62.351         	|
training_step_and_backward         	|  0.24966        	|1000           	|  249.66         	|  46.622         	|
model_forward                      	|  0.1552         	|1000           	|  155.2          	|  28.981         	|
training_step                      	|  0.15502        	|1000           	|  155.02         	|  28.949         	|
backward                           	|  0.093092       	|1000           	|  93.092         	|  17.384         	|
get_train_batch                    	|  0.030718       	|1500           	|  46.076         	|  8.6043         	|
fetch_next_train_batch             	|  0.030684       	|1500           	|  46.026         	|  8.5949         	|
zero_grad                          	|  0.001345       	|1000           	|  1.345          	|  0.25117        	|
on_train_batch_end                 	|  0.0013362      	|1000           	|  1.3362         	|  0.24953        	|
training_batch_to_device           	|  0.00062261     	|1000           	|  0.62261        	|  0.11627        	|
on_train_epoch_start               	|  0.00029366     	|500            	|  0.14683        	|  0.027419       	|
on_train_epoch_end                 	|  0.00027652     	|500            	|  0.13826        	|  0.025818       	|
on_train_batch_start               	|  0.00010625     	|1000           	|  0.10625        	|  0.01984        	|
on_batch_start                     	|  3.6517e-05     	|1000           	|  0.036517       	|  0.0068192      	|
on_train_end                       	|  0.023812       	|1              	|  0.023812       	|  0.0044467      	|
on_pretrain_routine_start          	|  0.023007       	|1              	|  0.023007       	|  0.0042964      	|
on_before_zero_grad                	|  2.1473e-05     	|1000           	|  0.021473       	|  0.0040098      	|
on_batch_end                       	|  1.3237e-05     	|1000           	|  0.013237       	|  0.0024719      	|
on_before_backward                 	|  1.2375e-05     	|1000           	|  0.012375       	|  0.002311       	|
on_before_optimizer_step           	|  1.2332e-05     	|1000           	|  0.012332       	|  0.0023028      	|
on_after_backward                  	|  1.1746e-05     	|1000           	|  0.011746       	|  0.0021935      	|
configure_optimizers               	|  0.0083785      	|1              	|  0.0083785      	|  0.0015646      	|
training_step_end                  	|  7.8858e-06     	|1000           	|  0.0078858      	|  0.0014726      	|
on_epoch_start                     	|  1.0334e-05     	|500            	|  0.0051671      	|  0.0009649      	|
on_epoch_end                       	|  9.9189e-06     	|500            	|  0.0049594      	|  0.00092613     	|
on_train_start                     	|  0.00070867     	|1              	|  0.00070867     	|  0.00013234     	|
on_fit_end                         	|  2.3844e-05     	|1              	|  2.3844e-05     	|  4.4526e-06     	|
on_before_accelerator_backend_setup	|  1.9476e-05     	|1              	|  1.9476e-05     	|  3.6369e-06     	|
on_fit_start                       	|  1.9376e-05     	|1              	|  1.9376e-05     	|  3.6183e-06     	|
on_configure_sharded_model         	|  1.3405e-05     	|1              	|  1.3405e-05     	|  2.5033e-06     	|
setup                              	|  1.3154e-05     	|1              	|  1.3154e-05     	|  2.4564e-06     	|
teardown                           	|  1.1612e-05     	|1              	|  1.1612e-05     	|  2.1684e-06     	|
on_pretrain_routine_end            	|  1.057e-05      	|1              	|  1.057e-05      	|  1.9739e-06     	|
prepare_data                       	|  6.984e-06      	|1              	|  6.984e-06      	|  1.3042e-06     	|
on_val_dataloader                  	|  4.5589e-06     	|1              	|  4.5589e-06     	|  8.5134e-07     	|
configure_callbacks                	|  4.558e-06      	|1              	|  4.558e-06      	|  8.5117e-07     	|
configure_sharded_model            	|  4.0979e-06     	|1              	|  4.0979e-06     	|  7.6525e-07     	|
on_train_dataloader                	|  3.838e-06      	|1              	|  3.838e-06      	|  7.1671e-07     	|
