FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
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Total                              	|  -              	|_              	|  1772.5         	|  100 %          	|
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run_training_epoch                 	|  3.4979         	|500            	|  1748.9         	|  98.672         	|
run_training_batch                 	|  0.20764        	|8000           	|  1661.1         	|  93.718         	|
training_step_and_backward         	|  0.19634        	|8000           	|  1570.7         	|  88.616         	|
model_forward                      	|  0.11053        	|8000           	|  884.25         	|  49.888         	|
training_step                      	|  0.11039        	|8000           	|  883.15         	|  49.826         	|
backward                           	|  0.085614       	|8000           	|  684.91         	|  38.642         	|
optimizer_step_with_closure_0      	|  0.25643        	|1000           	|  256.43         	|  14.467         	|
get_train_batch                    	|  0.0068444      	|8500           	|  58.178         	|  3.2823         	|
fetch_next_train_batch             	|  0.0068255      	|8500           	|  58.017         	|  3.2732         	|
on_train_batch_end                 	|  0.0011063      	|8000           	|  8.8508         	|  0.49934        	|
training_batch_to_device           	|  0.00023385     	|8000           	|  1.8708         	|  0.10555        	|
zero_grad                          	|  0.0013813      	|1000           	|  1.3813         	|  0.07793        	|
on_train_batch_start               	|  9.3191e-05     	|8000           	|  0.74553        	|  0.042061       	|
on_train_epoch_start               	|  0.00028767     	|500            	|  0.14383        	|  0.0081148      	|
on_batch_start                     	|  1.7158e-05     	|8000           	|  0.13726        	|  0.0077442      	|
on_train_epoch_end                 	|  0.00026444     	|500            	|  0.13222        	|  0.0074596      	|
on_batch_end                       	|  1.3585e-05     	|8000           	|  0.10868        	|  0.0061315      	|
on_before_backward                 	|  1.3262e-05     	|8000           	|  0.1061         	|  0.0059858      	|
on_after_backward                  	|  1.1669e-05     	|8000           	|  0.093353       	|  0.0052668      	|
training_step_end                  	|  6.0593e-06     	|8000           	|  0.048475       	|  0.0027348      	|
on_train_end                       	|  0.024659       	|1              	|  0.024659       	|  0.0013912      	|
on_pretrain_routine_start          	|  0.022438       	|1              	|  0.022438       	|  0.0012659      	|
on_before_zero_grad                	|  2.0711e-05     	|1000           	|  0.020711       	|  0.0011685      	|
on_before_optimizer_step           	|  1.6161e-05     	|1000           	|  0.016161       	|  0.00091175     	|
configure_optimizers               	|  0.0081484      	|1              	|  0.0081484      	|  0.00045972     	|
on_epoch_start                     	|  1.1383e-05     	|500            	|  0.0056913      	|  0.00032109     	|
on_epoch_end                       	|  1.0421e-05     	|500            	|  0.0052104      	|  0.00029396     	|
on_train_start                     	|  0.00072921     	|1              	|  0.00072921     	|  4.1141e-05     	|
on_fit_end                         	|  2.4185e-05     	|1              	|  2.4185e-05     	|  1.3645e-06     	|
on_before_accelerator_backend_setup	|  2.2872e-05     	|1              	|  2.2872e-05     	|  1.2904e-06     	|
setup                              	|  2.2742e-05     	|1              	|  2.2742e-05     	|  1.2831e-06     	|
on_configure_sharded_model         	|  1.8515e-05     	|1              	|  1.8515e-05     	|  1.0446e-06     	|
on_fit_start                       	|  1.6741e-05     	|1              	|  1.6741e-05     	|  9.4449e-07     	|
teardown                           	|  1.0469e-05     	|1              	|  1.0469e-05     	|  5.9064e-07     	|
on_pretrain_routine_end            	|  1.0309e-05     	|1              	|  1.0309e-05     	|  5.8162e-07     	|
prepare_data                       	|  9.3381e-06     	|1              	|  9.3381e-06     	|  5.2684e-07     	|
configure_callbacks                	|  6.713e-06      	|1              	|  6.713e-06      	|  3.7873e-07     	|
configure_sharded_model            	|  5.3798e-06     	|1              	|  5.3798e-06     	|  3.0352e-07     	|
on_val_dataloader                  	|  4.739e-06      	|1              	|  4.739e-06      	|  2.6737e-07     	|
on_train_dataloader                	|  4.3081e-06     	|1              	|  4.3081e-06     	|  2.4305e-07     	|
