FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
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Total                              	|  -              	|_              	|  1698.1         	|  100 %          	|
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run_training_epoch                 	|  26.592         	|63             	|  1675.3         	|  98.658         	|
run_training_batch                 	|  0.20501        	|8000           	|  1640.1         	|  96.584         	|
training_step_and_backward         	|  0.19353        	|8000           	|  1548.2         	|  91.174         	|
model_forward                      	|  0.10862        	|8000           	|  868.93         	|  51.171         	|
training_step                      	|  0.10848        	|8000           	|  867.85         	|  51.108         	|
backward                           	|  0.084727       	|8000           	|  677.81         	|  39.916         	|
optimizer_step_with_closure_0      	|  0.25281        	|1000           	|  252.81         	|  14.888         	|
get_train_batch                    	|  0.0022823      	|8063           	|  18.402         	|  1.0837         	|
fetch_next_train_batch             	|  0.0022655      	|8063           	|  18.267         	|  1.0757         	|
on_train_batch_end                 	|  0.0010949      	|8000           	|  8.7593         	|  0.51584        	|
training_batch_to_device           	|  0.00021168     	|8000           	|  1.6935         	|  0.099728       	|
zero_grad                          	|  0.0013221      	|1000           	|  1.3221         	|  0.077857       	|
on_train_batch_start               	|  8.97e-05       	|8000           	|  0.7176         	|  0.04226        	|
on_batch_start                     	|  1.5137e-05     	|8000           	|  0.1211         	|  0.0071315      	|
on_batch_end                       	|  1.425e-05      	|8000           	|  0.114          	|  0.0067136      	|
on_before_backward                 	|  1.3122e-05     	|8000           	|  0.10498        	|  0.0061822      	|
on_after_backward                  	|  1.1886e-05     	|8000           	|  0.095091       	|  0.0055999      	|
training_step_end                  	|  5.6888e-06     	|8000           	|  0.045511       	|  0.0026801      	|
on_train_end                       	|  0.025966       	|1              	|  0.025966       	|  0.0015292      	|
on_pretrain_routine_start          	|  0.022708       	|1              	|  0.022708       	|  0.0013373      	|
on_train_epoch_start               	|  0.0003441      	|63             	|  0.021678       	|  0.0012766      	|
on_train_epoch_end                 	|  0.00028831     	|63             	|  0.018164       	|  0.0010697      	|
on_before_zero_grad                	|  1.4592e-05     	|1000           	|  0.014592       	|  0.00085931     	|
on_before_optimizer_step           	|  1.1813e-05     	|1000           	|  0.011813       	|  0.00069568     	|
configure_optimizers               	|  0.0083582      	|1              	|  0.0083582      	|  0.00049221     	|
on_train_start                     	|  0.00079809     	|1              	|  0.00079809     	|  4.6999e-05     	|
on_epoch_start                     	|  1.1059e-05     	|63             	|  0.00069673     	|  4.103e-05      	|
on_epoch_end                       	|  1.0072e-05     	|63             	|  0.00063451     	|  3.7366e-05     	|
setup                              	|  2.4586e-05     	|1              	|  2.4586e-05     	|  1.4479e-06     	|
on_before_accelerator_backend_setup	|  2.2772e-05     	|1              	|  2.2772e-05     	|  1.341e-06      	|
on_fit_end                         	|  2.2522e-05     	|1              	|  2.2522e-05     	|  1.3263e-06     	|
on_configure_sharded_model         	|  2.0368e-05     	|1              	|  2.0368e-05     	|  1.1995e-06     	|
on_fit_start                       	|  1.7162e-05     	|1              	|  1.7162e-05     	|  1.0107e-06     	|
teardown                           	|  1.086e-05      	|1              	|  1.086e-05      	|  6.3955e-07     	|
on_pretrain_routine_end            	|  9.6278e-06     	|1              	|  9.6278e-06     	|  5.6698e-07     	|
prepare_data                       	|  8.106e-06      	|1              	|  8.106e-06      	|  4.7736e-07     	|
configure_callbacks                	|  5.4601e-06     	|1              	|  5.4601e-06     	|  3.2155e-07     	|
configure_sharded_model            	|  4.428e-06      	|1              	|  4.428e-06      	|  2.6076e-07     	|
on_val_dataloader                  	|  4.3681e-06     	|1              	|  4.3681e-06     	|  2.5724e-07     	|
on_train_dataloader                	|  4.0079e-06     	|1              	|  4.0079e-06     	|  2.3603e-07     	|
