FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1546.1         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  24.177         	|63             	|  1523.2         	|  98.515         	|
run_training_batch                 	|  0.18605        	|8000           	|  1488.4         	|  96.267         	|
training_step_and_backward         	|  0.17608        	|8000           	|  1408.6         	|  91.106         	|
model_forward                      	|  0.092905       	|8000           	|  743.24         	|  48.071         	|
training_step                      	|  0.092772       	|8000           	|  742.17         	|  48.002         	|
backward                           	|  0.082994       	|8000           	|  663.95         	|  42.943         	|
optimizer_step_with_closure_0      	|  0.23355        	|1000           	|  233.55         	|  15.105         	|
get_train_batch                    	|  0.0022413      	|8063           	|  18.071         	|  1.1688         	|
fetch_next_train_batch             	|  0.0022248      	|8063           	|  17.938         	|  1.1602         	|
on_train_batch_end                 	|  0.0010778      	|8000           	|  8.6223         	|  0.55766        	|
training_batch_to_device           	|  0.00021034     	|8000           	|  1.6827         	|  0.10883        	|
zero_grad                          	|  0.0012975      	|1000           	|  1.2975         	|  0.083921       	|
on_train_batch_start               	|  8.9667e-05     	|8000           	|  0.71733        	|  0.046395       	|
on_batch_start                     	|  1.4511e-05     	|8000           	|  0.11609        	|  0.0075083      	|
on_before_backward                 	|  1.296e-05      	|8000           	|  0.10368        	|  0.0067059      	|
on_batch_end                       	|  1.2693e-05     	|8000           	|  0.10154        	|  0.0065674      	|
on_after_backward                  	|  1.1149e-05     	|8000           	|  0.089193       	|  0.0057688      	|
training_step_end                  	|  5.9468e-06     	|8000           	|  0.047574       	|  0.003077       	|
on_train_end                       	|  0.02511        	|1              	|  0.02511        	|  0.0016241      	|
on_pretrain_routine_start          	|  0.023478       	|1              	|  0.023478       	|  0.0015185      	|
on_train_epoch_start               	|  0.00029363     	|63             	|  0.018498       	|  0.0011964      	|
on_train_epoch_end                 	|  0.0002803      	|63             	|  0.017659       	|  0.0011421      	|
on_before_zero_grad                	|  1.4563e-05     	|1000           	|  0.014563       	|  0.00094186     	|
on_before_optimizer_step           	|  1.1774e-05     	|1000           	|  0.011774       	|  0.00076151     	|
configure_optimizers               	|  0.0079902      	|1              	|  0.0079902      	|  0.00051679     	|
on_train_start                     	|  0.00070744     	|1              	|  0.00070744     	|  4.5756e-05     	|
on_epoch_end                       	|  1.0874e-05     	|63             	|  0.00068505     	|  4.4307e-05     	|
on_epoch_start                     	|  1.0579e-05     	|63             	|  0.00066648     	|  4.3106e-05     	|
on_fit_end                         	|  2.0398e-05     	|1              	|  2.0398e-05     	|  1.3193e-06     	|
on_before_accelerator_backend_setup	|  1.9055e-05     	|1              	|  1.9055e-05     	|  1.2324e-06     	|
on_fit_start                       	|  1.6782e-05     	|1              	|  1.6782e-05     	|  1.0854e-06     	|
on_configure_sharded_model         	|  1.3786e-05     	|1              	|  1.3786e-05     	|  8.9163e-07     	|
setup                              	|  1.3355e-05     	|1              	|  1.3355e-05     	|  8.6376e-07     	|
on_pretrain_routine_end            	|  1.2002e-05     	|1              	|  1.2002e-05     	|  7.7627e-07     	|
teardown                           	|  1.0159e-05     	|1              	|  1.0159e-05     	|  6.5705e-07     	|
prepare_data                       	|  6.893e-06      	|1              	|  6.893e-06      	|  4.4582e-07     	|
configure_callbacks                	|  6.0021e-06     	|1              	|  6.0021e-06     	|  3.882e-07      	|
on_val_dataloader                  	|  4.5879e-06     	|1              	|  4.5879e-06     	|  2.9673e-07     	|
on_train_dataloader                	|  4.3779e-06     	|1              	|  4.3779e-06     	|  2.8315e-07     	|
configure_sharded_model            	|  4.268e-06      	|1              	|  4.268e-06      	|  2.7604e-07     	|
