FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  457.93         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.1697         	|200            	|  433.95         	|  94.764         	|
run_training_batch                 	|  0.36135        	|1000           	|  361.35         	|  78.911         	|
optimizer_step_with_closure_0      	|  0.35868        	|1000           	|  358.68         	|  78.327         	|
training_step_and_backward         	|  0.28023        	|1000           	|  280.23         	|  61.197         	|
model_forward                      	|  0.1652         	|1000           	|  165.2          	|  36.076         	|
training_step                      	|  0.16505        	|1000           	|  165.05         	|  36.043         	|
backward                           	|  0.1137         	|1000           	|  113.7          	|  24.828         	|
get_train_batch                    	|  0.016614       	|1200           	|  19.937         	|  4.3537         	|
fetch_next_train_batch             	|  0.016589       	|1200           	|  19.906         	|  4.3471         	|
zero_grad                          	|  0.0013102      	|1000           	|  1.3102         	|  0.28611        	|
on_train_batch_end                 	|  0.0012533      	|1000           	|  1.2533         	|  0.2737         	|
training_batch_to_device           	|  0.00034431     	|1000           	|  0.34431        	|  0.07519        	|
on_train_batch_start               	|  9.7326e-05     	|1000           	|  0.097326       	|  0.021254       	|
on_train_epoch_start               	|  0.00026515     	|200            	|  0.053029       	|  0.01158        	|
on_train_epoch_end                 	|  0.00024324     	|200            	|  0.048648       	|  0.010624       	|
on_train_end                       	|  0.024092       	|1              	|  0.024092       	|  0.0052611      	|
on_batch_start                     	|  2.3209e-05     	|1000           	|  0.023209       	|  0.0050683      	|
on_pretrain_routine_start          	|  0.022715       	|1              	|  0.022715       	|  0.0049604      	|
on_before_zero_grad                	|  1.7445e-05     	|1000           	|  0.017445       	|  0.0038097      	|
on_batch_end                       	|  1.3501e-05     	|1000           	|  0.013501       	|  0.0029482      	|
on_before_optimizer_step           	|  1.2091e-05     	|1000           	|  0.012091       	|  0.0026404      	|
on_after_backward                  	|  1.1734e-05     	|1000           	|  0.011734       	|  0.0025624      	|
on_before_backward                 	|  1.0886e-05     	|1000           	|  0.010886       	|  0.0023773      	|
configure_optimizers               	|  0.0083167      	|1              	|  0.0083167      	|  0.0018162      	|
training_step_end                  	|  6.8156e-06     	|1000           	|  0.0068156      	|  0.0014884      	|
on_epoch_start                     	|  1.0736e-05     	|200            	|  0.0021472      	|  0.00046891     	|
on_epoch_end                       	|  1.0643e-05     	|200            	|  0.0021287      	|  0.00046485     	|
on_train_start                     	|  0.000811       	|1              	|  0.000811       	|  0.0001771      	|
on_fit_end                         	|  2.4275e-05     	|1              	|  2.4275e-05     	|  5.3011e-06     	|
on_before_accelerator_backend_setup	|  1.9837e-05     	|1              	|  1.9837e-05     	|  4.3319e-06     	|
on_fit_start                       	|  1.8194e-05     	|1              	|  1.8194e-05     	|  3.9731e-06     	|
setup                              	|  1.61e-05       	|1              	|  1.61e-05       	|  3.5159e-06     	|
on_configure_sharded_model         	|  1.3515e-05     	|1              	|  1.3515e-05     	|  2.9514e-06     	|
on_pretrain_routine_end            	|  1.0399e-05     	|1              	|  1.0399e-05     	|  2.2709e-06     	|
teardown                           	|  1.037e-05      	|1              	|  1.037e-05      	|  2.2645e-06     	|
prepare_data                       	|  6.993e-06      	|1              	|  6.993e-06      	|  1.5271e-06     	|
configure_callbacks                	|  4.7691e-06     	|1              	|  4.7691e-06     	|  1.0415e-06     	|
on_train_dataloader                	|  4.349e-06      	|1              	|  4.349e-06      	|  9.4973e-07     	|
on_val_dataloader                  	|  4.297e-06      	|1              	|  4.297e-06      	|  9.3836e-07     	|
configure_sharded_model            	|  4.138e-06      	|1              	|  4.138e-06      	|  9.0364e-07     	|
