FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
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Total                              	|  -              	|_              	|  1760.3         	|  100 %          	|
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run_training_epoch                 	|  3.4734         	|500            	|  1736.7         	|  98.662         	|
run_training_batch                 	|  0.20611        	|8000           	|  1648.9         	|  93.672         	|
training_step_and_backward         	|  0.19458        	|8000           	|  1556.6         	|  88.431         	|
model_forward                      	|  0.10955        	|8000           	|  876.36         	|  49.786         	|
training_step                      	|  0.10941        	|8000           	|  875.26         	|  49.723         	|
backward                           	|  0.08484        	|8000           	|  678.72         	|  38.558         	|
optimizer_step_with_closure_0      	|  0.25295        	|1000           	|  252.95         	|  14.37          	|
get_train_batch                    	|  0.0068148      	|8500           	|  57.926         	|  3.2907         	|
fetch_next_train_batch             	|  0.0067956      	|8500           	|  57.762         	|  3.2815         	|
on_train_batch_end                 	|  0.0011073      	|8000           	|  8.8582         	|  0.50323        	|
training_batch_to_device           	|  0.00023508     	|8000           	|  1.8807         	|  0.10684        	|
zero_grad                          	|  0.001378       	|1000           	|  1.378          	|  0.078284       	|
on_train_batch_start               	|  9.4498e-05     	|8000           	|  0.75599        	|  0.042947       	|
on_train_epoch_start               	|  0.00028504     	|500            	|  0.14252        	|  0.0080964      	|
on_batch_start                     	|  1.7195e-05     	|8000           	|  0.13756        	|  0.0078147      	|
on_train_epoch_end                 	|  0.0002609      	|500            	|  0.13045        	|  0.0074109      	|
on_batch_end                       	|  1.3444e-05     	|8000           	|  0.10755        	|  0.0061101      	|
on_before_backward                 	|  1.33e-05       	|8000           	|  0.1064         	|  0.0060444      	|
on_after_backward                  	|  1.1933e-05     	|8000           	|  0.095463       	|  0.0054232      	|
training_step_end                  	|  6.1675e-06     	|8000           	|  0.04934        	|  0.002803       	|
on_train_end                       	|  0.024001       	|1              	|  0.024001       	|  0.0013635      	|
on_pretrain_routine_start          	|  0.022806       	|1              	|  0.022806       	|  0.0012956      	|
on_before_zero_grad                	|  2.0694e-05     	|1000           	|  0.020694       	|  0.0011756      	|
on_before_optimizer_step           	|  1.7778e-05     	|1000           	|  0.017778       	|  0.00101        	|
configure_optimizers               	|  0.0086501      	|1              	|  0.0086501      	|  0.00049141     	|
on_epoch_start                     	|  1.0388e-05     	|500            	|  0.0051938      	|  0.00029506     	|
on_epoch_end                       	|  1.0091e-05     	|500            	|  0.0050455      	|  0.00028663     	|
on_train_start                     	|  0.00073105     	|1              	|  0.00073105     	|  4.1531e-05     	|
setup                              	|  2.5577e-05     	|1              	|  2.5577e-05     	|  1.453e-06      	|
on_fit_end                         	|  2.4125e-05     	|1              	|  2.4125e-05     	|  1.3705e-06     	|
on_before_accelerator_backend_setup	|  2.1861e-05     	|1              	|  2.1861e-05     	|  1.2419e-06     	|
on_configure_sharded_model         	|  1.8825e-05     	|1              	|  1.8825e-05     	|  1.0694e-06     	|
on_fit_start                       	|  1.7683e-05     	|1              	|  1.7683e-05     	|  1.0046e-06     	|
teardown                           	|  1.0359e-05     	|1              	|  1.0359e-05     	|  5.8849e-07     	|
on_pretrain_routine_end            	|  1.0099e-05     	|1              	|  1.0099e-05     	|  5.7372e-07     	|
prepare_data                       	|  9.538e-06      	|1              	|  9.538e-06      	|  5.4185e-07     	|
configure_callbacks                	|  6.082e-06      	|1              	|  6.082e-06      	|  3.4552e-07     	|
configure_sharded_model            	|  5.77e-06       	|1              	|  5.77e-06       	|  3.2779e-07     	|
on_val_dataloader                  	|  4.8591e-06     	|1              	|  4.8591e-06     	|  2.7604e-07     	|
on_train_dataloader                	|  4.478e-06      	|1              	|  4.478e-06      	|  2.544e-07      	|
