FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1565.3         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  9.234          	|167            	|  1542.1         	|  98.517         	|
run_training_batch                 	|  0.18684        	|8000           	|  1494.8         	|  95.494         	|
training_step_and_backward         	|  0.17664        	|8000           	|  1413.1         	|  90.278         	|
model_forward                      	|  0.094162       	|8000           	|  753.3          	|  48.125         	|
training_step                      	|  0.094027       	|8000           	|  752.22         	|  48.056         	|
backward                           	|  0.082287       	|8000           	|  658.29         	|  42.056         	|
optimizer_step_with_closure_0      	|  0.23543        	|1000           	|  235.43         	|  15.041         	|
get_train_batch                    	|  0.0033614      	|8167           	|  27.453         	|  1.7538         	|
fetch_next_train_batch             	|  0.0033435      	|8167           	|  27.307         	|  1.7445         	|
on_train_batch_end                 	|  0.0010861      	|8000           	|  8.6887         	|  0.55508        	|
training_batch_to_device           	|  0.00021787     	|8000           	|  1.743          	|  0.11135        	|
zero_grad                          	|  0.0013816      	|1000           	|  1.3816         	|  0.088261       	|
on_train_batch_start               	|  9.0563e-05     	|8000           	|  0.7245         	|  0.046285       	|
on_batch_start                     	|  1.6114e-05     	|8000           	|  0.12891        	|  0.0082356      	|
on_batch_end                       	|  1.3859e-05     	|8000           	|  0.11088        	|  0.0070833      	|
on_before_backward                 	|  1.3067e-05     	|8000           	|  0.10453        	|  0.0066782      	|
on_after_backward                  	|  1.148e-05      	|8000           	|  0.09184        	|  0.0058672      	|
on_train_epoch_start               	|  0.00028474     	|167            	|  0.047552       	|  0.0030379      	|
training_step_end                  	|  5.6453e-06     	|8000           	|  0.045163       	|  0.0028852      	|
on_train_epoch_end                 	|  0.00026034     	|167            	|  0.043477       	|  0.0027776      	|
on_train_end                       	|  0.025014       	|1              	|  0.025014       	|  0.001598       	|
on_pretrain_routine_start          	|  0.022687       	|1              	|  0.022687       	|  0.0014493      	|
on_before_zero_grad                	|  1.692e-05      	|1000           	|  0.01692        	|  0.001081       	|
on_before_optimizer_step           	|  1.2836e-05     	|1000           	|  0.012836       	|  0.00082001     	|
configure_optimizers               	|  0.0083266      	|1              	|  0.0083266      	|  0.00053195     	|
on_epoch_start                     	|  1.0758e-05     	|167            	|  0.0017966      	|  0.00011478     	|
on_epoch_end                       	|  1.0355e-05     	|167            	|  0.0017293      	|  0.00011048     	|
on_train_start                     	|  0.00072021     	|1              	|  0.00072021     	|  4.6011e-05     	|
on_fit_end                         	|  2.3364e-05     	|1              	|  2.3364e-05     	|  1.4926e-06     	|
on_before_accelerator_backend_setup	|  2.1441e-05     	|1              	|  2.1441e-05     	|  1.3698e-06     	|
on_fit_start                       	|  1.632e-05      	|1              	|  1.632e-05      	|  1.0426e-06     	|
on_configure_sharded_model         	|  1.3816e-05     	|1              	|  1.3816e-05     	|  8.8264e-07     	|
setup                              	|  1.3736e-05     	|1              	|  1.3736e-05     	|  8.7754e-07     	|
teardown                           	|  1.069e-05      	|1              	|  1.069e-05      	|  6.8294e-07     	|
on_pretrain_routine_end            	|  1.0319e-05     	|1              	|  1.0319e-05     	|  6.5924e-07     	|
prepare_data                       	|  7.885e-06      	|1              	|  7.885e-06      	|  5.0374e-07     	|
configure_callbacks                	|  6.3421e-06     	|1              	|  6.3421e-06     	|  4.0517e-07     	|
on_train_dataloader                	|  4.458e-06      	|1              	|  4.458e-06      	|  2.848e-07      	|
configure_sharded_model            	|  4.448e-06      	|1              	|  4.448e-06      	|  2.8416e-07     	|
on_val_dataloader                  	|  4.1481e-06     	|1              	|  4.1481e-06     	|  2.6501e-07     	|
