FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  502.51         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  0.95838        	|500            	|  479.19         	|  95.359         	|
run_training_batch                 	|  0.32332        	|1000           	|  323.32         	|  64.341         	|
optimizer_step_with_closure_0      	|  0.32064        	|1000           	|  320.64         	|  63.808         	|
training_step_and_backward         	|  0.2399         	|1000           	|  239.9          	|  47.741         	|
model_forward                      	|  0.14863        	|1000           	|  148.63         	|  29.578         	|
training_step                      	|  0.14846        	|1000           	|  148.46         	|  29.544         	|
backward                           	|  0.089841       	|1000           	|  89.841         	|  17.878         	|
get_train_batch                    	|  0.029785       	|1500           	|  44.677         	|  8.8907         	|
fetch_next_train_batch             	|  0.029752       	|1500           	|  44.629         	|  8.8811         	|
zero_grad                          	|  0.001399       	|1000           	|  1.399          	|  0.2784         	|
on_train_batch_end                 	|  0.0013312      	|1000           	|  1.3312         	|  0.26492        	|
training_batch_to_device           	|  0.00060725     	|1000           	|  0.60725        	|  0.12084        	|
on_train_epoch_start               	|  0.00028018     	|500            	|  0.14009        	|  0.027878       	|
on_train_epoch_end                 	|  0.00027738     	|500            	|  0.13869        	|  0.0276         	|
on_train_batch_start               	|  0.00010695     	|1000           	|  0.10695        	|  0.021284       	|
on_batch_start                     	|  3.5437e-05     	|1000           	|  0.035437       	|  0.007052       	|
on_train_end                       	|  0.02371        	|1              	|  0.02371        	|  0.0047183      	|
on_pretrain_routine_start          	|  0.022828       	|1              	|  0.022828       	|  0.0045428      	|
on_before_zero_grad                	|  2.1461e-05     	|1000           	|  0.021461       	|  0.0042708      	|
on_batch_end                       	|  1.3882e-05     	|1000           	|  0.013882       	|  0.0027625      	|
on_before_optimizer_step           	|  1.2367e-05     	|1000           	|  0.012367       	|  0.0024609      	|
on_before_backward                 	|  1.2167e-05     	|1000           	|  0.012167       	|  0.0024213      	|
on_after_backward                  	|  1.1324e-05     	|1000           	|  0.011324       	|  0.0022535      	|
configure_optimizers               	|  0.0087338      	|1              	|  0.0087338      	|  0.001738       	|
training_step_end                  	|  7.7921e-06     	|1000           	|  0.0077921      	|  0.0015506      	|
on_epoch_start                     	|  1.1184e-05     	|500            	|  0.0055922      	|  0.0011128      	|
on_epoch_end                       	|  1.0256e-05     	|500            	|  0.0051282      	|  0.0010205      	|
on_train_start                     	|  0.00073413     	|1              	|  0.00073413     	|  0.00014609     	|
on_fit_end                         	|  2.3594e-05     	|1              	|  2.3594e-05     	|  4.6952e-06     	|
on_before_accelerator_backend_setup	|  2.2351e-05     	|1              	|  2.2351e-05     	|  4.4478e-06     	|
on_fit_start                       	|  1.6441e-05     	|1              	|  1.6441e-05     	|  3.2718e-06     	|
setup                              	|  1.3545e-05     	|1              	|  1.3545e-05     	|  2.6954e-06     	|
on_configure_sharded_model         	|  1.3455e-05     	|1              	|  1.3455e-05     	|  2.6775e-06     	|
on_pretrain_routine_end            	|  1.1151e-05     	|1              	|  1.1151e-05     	|  2.219e-06      	|
teardown                           	|  1.1051e-05     	|1              	|  1.1051e-05     	|  2.1991e-06     	|
prepare_data                       	|  9.077e-06      	|1              	|  9.077e-06      	|  1.8063e-06     	|
configure_callbacks                	|  4.839e-06      	|1              	|  4.839e-06      	|  9.6297e-07     	|
on_val_dataloader                  	|  4.7691e-06     	|1              	|  4.7691e-06     	|  9.4905e-07     	|
configure_sharded_model            	|  4.518e-06      	|1              	|  4.518e-06      	|  8.9907e-07     	|
on_train_dataloader                	|  4.248e-06      	|1              	|  4.248e-06      	|  8.4535e-07     	|
