FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1675.9         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  26.234         	|63             	|  1652.8         	|  98.62          	|
run_training_batch                 	|  0.20222        	|8000           	|  1617.7         	|  96.53          	|
training_step_and_backward         	|  0.19071        	|8000           	|  1525.7         	|  91.036         	|
model_forward                      	|  0.10771        	|8000           	|  861.69         	|  51.417         	|
training_step                      	|  0.10758        	|8000           	|  860.63         	|  51.354         	|
backward                           	|  0.082815       	|8000           	|  662.52         	|  39.533         	|
optimizer_step_with_closure_0      	|  0.24931        	|1000           	|  249.31         	|  14.876         	|
get_train_batch                    	|  0.0022579      	|8063           	|  18.205         	|  1.0863         	|
fetch_next_train_batch             	|  0.0022413      	|8063           	|  18.072         	|  1.0783         	|
on_train_batch_end                 	|  0.0010947      	|8000           	|  8.7577         	|  0.52257        	|
training_batch_to_device           	|  0.00021276     	|8000           	|  1.7021         	|  0.10156        	|
zero_grad                          	|  0.0013096      	|1000           	|  1.3096         	|  0.078143       	|
on_train_batch_start               	|  8.9195e-05     	|8000           	|  0.71356        	|  0.042578       	|
on_batch_start                     	|  1.4704e-05     	|8000           	|  0.11763        	|  0.0070191      	|
on_batch_end                       	|  1.3207e-05     	|8000           	|  0.10566        	|  0.0063047      	|
on_before_backward                 	|  1.2299e-05     	|8000           	|  0.098396       	|  0.0058713      	|
on_after_backward                  	|  1.1654e-05     	|8000           	|  0.093235       	|  0.0055633      	|
training_step_end                  	|  6.2132e-06     	|8000           	|  0.049706       	|  0.0029659      	|
on_train_end                       	|  0.026315       	|1              	|  0.026315       	|  0.0015702      	|
on_pretrain_routine_start          	|  0.022532       	|1              	|  0.022532       	|  0.0013445      	|
on_train_epoch_start               	|  0.00030061     	|63             	|  0.018938       	|  0.0011301      	|
on_train_epoch_end                 	|  0.00028384     	|63             	|  0.017882       	|  0.001067       	|
on_before_zero_grad                	|  1.429e-05      	|1000           	|  0.01429        	|  0.00085266     	|
on_before_optimizer_step           	|  1.1289e-05     	|1000           	|  0.011289       	|  0.00067363     	|
configure_optimizers               	|  0.0081592      	|1              	|  0.0081592      	|  0.00048686     	|
on_train_start                     	|  0.00072558     	|1              	|  0.00072558     	|  4.3295e-05     	|
on_epoch_start                     	|  1.0499e-05     	|63             	|  0.00066146     	|  3.9469e-05     	|
on_epoch_end                       	|  1.0147e-05     	|63             	|  0.00063927     	|  3.8145e-05     	|
setup                              	|  2.3644e-05     	|1              	|  2.3644e-05     	|  1.4108e-06     	|
on_fit_end                         	|  2.2462e-05     	|1              	|  2.2462e-05     	|  1.3403e-06     	|
on_before_accelerator_backend_setup	|  1.9506e-05     	|1              	|  1.9506e-05     	|  1.1639e-06     	|
on_configure_sharded_model         	|  1.5809e-05     	|1              	|  1.5809e-05     	|  9.4332e-07     	|
on_fit_start                       	|  1.5389e-05     	|1              	|  1.5389e-05     	|  9.1826e-07     	|
teardown                           	|  1.063e-05      	|1              	|  1.063e-05      	|  6.3429e-07     	|
on_pretrain_routine_end            	|  1.0339e-05     	|1              	|  1.0339e-05     	|  6.1693e-07     	|
prepare_data                       	|  7.8939e-06     	|1              	|  7.8939e-06     	|  4.7103e-07     	|
configure_callbacks                	|  6.3521e-06     	|1              	|  6.3521e-06     	|  3.7903e-07     	|
configure_sharded_model            	|  5.0999e-06     	|1              	|  5.0999e-06     	|  3.0431e-07     	|
on_val_dataloader                  	|  4.5591e-06     	|1              	|  4.5591e-06     	|  2.7204e-07     	|
on_train_dataloader                	|  4.068e-06      	|1              	|  4.068e-06      	|  2.4274e-07     	|
