FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1695.7         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  26.551         	|63             	|  1672.7         	|  98.646         	|
run_training_batch                 	|  0.20471        	|8000           	|  1637.7         	|  96.582         	|
training_step_and_backward         	|  0.19332        	|8000           	|  1546.6         	|  91.206         	|
model_forward                      	|  0.10858        	|8000           	|  868.6          	|  51.224         	|
training_step                      	|  0.10844        	|8000           	|  867.54         	|  51.162         	|
backward                           	|  0.084563       	|8000           	|  676.5          	|  39.896         	|
optimizer_step_with_closure_0      	|  0.25286        	|1000           	|  252.86         	|  14.912         	|
get_train_batch                    	|  0.0022593      	|8063           	|  18.217         	|  1.0743         	|
fetch_next_train_batch             	|  0.0022427      	|8063           	|  18.083         	|  1.0664         	|
on_train_batch_end                 	|  0.0011002      	|8000           	|  8.802          	|  0.51908        	|
training_batch_to_device           	|  0.00021567     	|8000           	|  1.7253         	|  0.10175        	|
zero_grad                          	|  0.0013062      	|1000           	|  1.3062         	|  0.077032       	|
on_train_batch_start               	|  8.9647e-05     	|8000           	|  0.71718        	|  0.042294       	|
on_batch_start                     	|  1.4245e-05     	|8000           	|  0.11396        	|  0.0067206      	|
on_batch_end                       	|  1.2829e-05     	|8000           	|  0.10263        	|  0.0060526      	|
on_before_backward                 	|  1.2517e-05     	|8000           	|  0.10014        	|  0.0059054      	|
on_after_backward                  	|  1.1345e-05     	|8000           	|  0.090757       	|  0.0053522      	|
training_step_end                  	|  5.8573e-06     	|8000           	|  0.046858       	|  0.0027634      	|
on_train_end                       	|  0.025628       	|1              	|  0.025628       	|  0.0015114      	|
on_pretrain_routine_start          	|  0.022907       	|1              	|  0.022907       	|  0.0013509      	|
on_train_epoch_start               	|  0.00029414     	|63             	|  0.018531       	|  0.0010928      	|
on_train_epoch_end                 	|  0.00028247     	|63             	|  0.017796       	|  0.0010495      	|
on_before_zero_grad                	|  1.4541e-05     	|1000           	|  0.014541       	|  0.00085756     	|
on_before_optimizer_step           	|  1.1597e-05     	|1000           	|  0.011597       	|  0.00068393     	|
configure_optimizers               	|  0.0082655      	|1              	|  0.0082655      	|  0.00048745     	|
on_train_start                     	|  0.00075308     	|1              	|  0.00075308     	|  4.4412e-05     	|
on_epoch_end                       	|  1.0437e-05     	|63             	|  0.00065753     	|  3.8777e-05     	|
on_epoch_start                     	|  1.0423e-05     	|63             	|  0.00065666     	|  3.8725e-05     	|
on_fit_end                         	|  2.1731e-05     	|1              	|  2.1731e-05     	|  1.2815e-06     	|
setup                              	|  2.137e-05      	|1              	|  2.137e-05      	|  1.2603e-06     	|
on_before_accelerator_backend_setup	|  2.0338e-05     	|1              	|  2.0338e-05     	|  1.1994e-06     	|
on_fit_start                       	|  1.7372e-05     	|1              	|  1.7372e-05     	|  1.0245e-06     	|
on_configure_sharded_model         	|  1.6671e-05     	|1              	|  1.6671e-05     	|  9.8314e-07     	|
teardown                           	|  1.037e-05      	|1              	|  1.037e-05      	|  6.1154e-07     	|
on_pretrain_routine_end            	|  9.9191e-06     	|1              	|  9.9191e-06     	|  5.8496e-07     	|
prepare_data                       	|  8.666e-06      	|1              	|  8.666e-06      	|  5.1106e-07     	|
configure_callbacks                	|  6.0711e-06     	|1              	|  6.0711e-06     	|  3.5803e-07     	|
configure_sharded_model            	|  4.6089e-06     	|1              	|  4.6089e-06     	|  2.718e-07      	|
on_train_dataloader                	|  4.5591e-06     	|1              	|  4.5591e-06     	|  2.6886e-07     	|
on_val_dataloader                  	|  4.2382e-06     	|1              	|  4.2382e-06     	|  2.4994e-07     	|
