FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1601.9         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  75.179         	|21             	|  1578.8         	|  98.556         	|
run_training_batch                 	|  0.19357        	|8000           	|  1548.6         	|  96.671         	|
training_step_and_backward         	|  0.1826         	|8000           	|  1460.8         	|  91.193         	|
model_forward                      	|  0.099845       	|8000           	|  798.76         	|  49.864         	|
training_step                      	|  0.099714       	|8000           	|  797.71         	|  49.798         	|
backward                           	|  0.082567       	|8000           	|  660.54         	|  41.235         	|
optimizer_step_with_closure_0      	|  0.24442        	|1000           	|  244.42         	|  15.258         	|
get_train_batch                    	|  0.0018278      	|8021           	|  14.661         	|  0.91524        	|
fetch_next_train_batch             	|  0.0018117      	|8021           	|  14.531         	|  0.90715        	|
on_train_batch_end                 	|  0.0010756      	|8000           	|  8.6052         	|  0.53719        	|
training_batch_to_device           	|  0.00021263     	|8000           	|  1.701          	|  0.10619        	|
zero_grad                          	|  0.0013621      	|1000           	|  1.3621         	|  0.085029       	|
on_train_batch_start               	|  8.9247e-05     	|8000           	|  0.71398        	|  0.044571       	|
on_batch_start                     	|  1.4356e-05     	|8000           	|  0.11485        	|  0.0071694      	|
on_batch_end                       	|  1.2718e-05     	|8000           	|  0.10175        	|  0.0063518      	|
on_before_backward                 	|  1.2606e-05     	|8000           	|  0.10085        	|  0.0062956      	|
on_after_backward                  	|  1.131e-05      	|8000           	|  0.090477       	|  0.0056481      	|
training_step_end                  	|  5.6004e-06     	|8000           	|  0.044804       	|  0.0027969      	|
on_train_end                       	|  0.025246       	|1              	|  0.025246       	|  0.001576       	|
on_pretrain_routine_start          	|  0.022735       	|1              	|  0.022735       	|  0.0014192      	|
on_before_zero_grad                	|  1.3586e-05     	|1000           	|  0.013586       	|  0.00084816     	|
on_before_optimizer_step           	|  1.1575e-05     	|1000           	|  0.011575       	|  0.00072261     	|
configure_optimizers               	|  0.00844        	|1              	|  0.00844        	|  0.00052688     	|
on_train_epoch_start               	|  0.00030506     	|21             	|  0.0064062      	|  0.00039992     	|
on_train_epoch_end                 	|  0.0002864      	|21             	|  0.0060143      	|  0.00037545     	|
on_train_start                     	|  0.00069966     	|1              	|  0.00069966     	|  4.3677e-05     	|
on_epoch_end                       	|  1.0728e-05     	|21             	|  0.00022529     	|  1.4064e-05     	|
on_epoch_start                     	|  1.0438e-05     	|21             	|  0.00021921     	|  1.3684e-05     	|
on_fit_end                         	|  2.2281e-05     	|1              	|  2.2281e-05     	|  1.3909e-06     	|
on_before_accelerator_backend_setup	|  2.0077e-05     	|1              	|  2.0077e-05     	|  1.2533e-06     	|
on_fit_start                       	|  1.7102e-05     	|1              	|  1.7102e-05     	|  1.0676e-06     	|
on_configure_sharded_model         	|  1.4207e-05     	|1              	|  1.4207e-05     	|  8.8688e-07     	|
setup                              	|  1.3586e-05     	|1              	|  1.3586e-05     	|  8.4812e-07     	|
teardown                           	|  1.0469e-05     	|1              	|  1.0469e-05     	|  6.5354e-07     	|
on_pretrain_routine_end            	|  9.4471e-06     	|1              	|  9.4471e-06     	|  5.8975e-07     	|
prepare_data                       	|  8.2061e-06     	|1              	|  8.2061e-06     	|  5.1228e-07     	|
configure_callbacks                	|  6.4319e-06     	|1              	|  6.4319e-06     	|  4.0152e-07     	|
on_val_dataloader                  	|  4.288e-06      	|1              	|  4.288e-06      	|  2.6769e-07     	|
configure_sharded_model            	|  4.268e-06      	|1              	|  4.268e-06      	|  2.6644e-07     	|
on_train_dataloader                	|  4.1181e-06     	|1              	|  4.1181e-06     	|  2.5708e-07     	|
