FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1568.4         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  9.252          	|167            	|  1545.1         	|  98.517         	|
run_training_batch                 	|  0.18723        	|8000           	|  1497.9         	|  95.506         	|
training_step_and_backward         	|  0.17729        	|8000           	|  1418.3         	|  90.432         	|
model_forward                      	|  0.094135       	|8000           	|  753.08         	|  48.017         	|
training_step                      	|  0.094001       	|8000           	|  752.0          	|  47.949         	|
backward                           	|  0.082969       	|8000           	|  663.75         	|  42.322         	|
optimizer_step_with_closure_0      	|  0.23425        	|1000           	|  234.25         	|  14.936         	|
get_train_batch                    	|  0.0033533      	|8167           	|  27.386         	|  1.7462         	|
fetch_next_train_batch             	|  0.0033358      	|8167           	|  27.243         	|  1.7371         	|
on_train_batch_end                 	|  0.0010742      	|8000           	|  8.5939         	|  0.54796        	|
training_batch_to_device           	|  0.00021976     	|8000           	|  1.7581         	|  0.1121         	|
zero_grad                          	|  0.0013118      	|1000           	|  1.3118         	|  0.083641       	|
on_train_batch_start               	|  8.9801e-05     	|8000           	|  0.71841        	|  0.045806       	|
on_batch_start                     	|  1.5367e-05     	|8000           	|  0.12293        	|  0.0078384      	|
on_batch_end                       	|  1.3526e-05     	|8000           	|  0.10821        	|  0.0068996      	|
on_before_backward                 	|  1.2805e-05     	|8000           	|  0.10244        	|  0.0065316      	|
on_after_backward                  	|  1.1982e-05     	|8000           	|  0.095856       	|  0.0061119      	|
on_train_epoch_start               	|  0.00028787     	|167            	|  0.048075       	|  0.0030653      	|
training_step_end                  	|  5.9635e-06     	|8000           	|  0.047708       	|  0.0030419      	|
on_train_epoch_end                 	|  0.00025284     	|167            	|  0.042224       	|  0.0026923      	|
on_train_end                       	|  0.025513       	|1              	|  0.025513       	|  0.0016267      	|
on_pretrain_routine_start          	|  0.022592       	|1              	|  0.022592       	|  0.0014405      	|
on_before_zero_grad                	|  1.6187e-05     	|1000           	|  0.016187       	|  0.0010321      	|
on_before_optimizer_step           	|  1.3215e-05     	|1000           	|  0.013215       	|  0.00084262     	|
configure_optimizers               	|  0.008231       	|1              	|  0.008231       	|  0.00052482     	|
on_epoch_end                       	|  1.2983e-05     	|167            	|  0.0021681      	|  0.00013824     	|
on_epoch_start                     	|  1.0581e-05     	|167            	|  0.001767       	|  0.00011267     	|
on_train_start                     	|  0.00073304     	|1              	|  0.00073304     	|  4.6739e-05     	|
on_fit_end                         	|  2.086e-05      	|1              	|  2.086e-05      	|  1.3301e-06     	|
on_before_accelerator_backend_setup	|  2.0238e-05     	|1              	|  2.0238e-05     	|  1.2904e-06     	|
on_fit_start                       	|  1.7313e-05     	|1              	|  1.7313e-05     	|  1.1039e-06     	|
on_configure_sharded_model         	|  1.4387e-05     	|1              	|  1.4387e-05     	|  9.1734e-07     	|
setup                              	|  1.3395e-05     	|1              	|  1.3395e-05     	|  8.5408e-07     	|
on_pretrain_routine_end            	|  1.2182e-05     	|1              	|  1.2182e-05     	|  7.7673e-07     	|
teardown                           	|  1.0128e-05     	|1              	|  1.0128e-05     	|  6.4577e-07     	|
prepare_data                       	|  7.0529e-06     	|1              	|  7.0529e-06     	|  4.497e-07      	|
configure_callbacks                	|  6.6531e-06     	|1              	|  6.6531e-06     	|  4.2421e-07     	|
on_val_dataloader                  	|  5.0392e-06     	|1              	|  5.0392e-06     	|  3.213e-07      	|
configure_sharded_model            	|  4.1779e-06     	|1              	|  4.1779e-06     	|  2.6639e-07     	|
on_train_dataloader                	|  4.1181e-06     	|1              	|  4.1181e-06     	|  2.6257e-07     	|
