FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  363.06         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  13.701         	|25             	|  342.51         	|  94.341         	|
run_training_batch                 	|  0.28865        	|1000           	|  288.65         	|  79.504         	|
optimizer_step_with_closure_0      	|  0.28483        	|1000           	|  284.83         	|  78.452         	|
training_step_and_backward         	|  0.22051        	|1000           	|  220.51         	|  60.737         	|
backward                           	|  0.10953        	|1000           	|  109.53         	|  30.17          	|
model_forward                      	|  0.10946        	|1000           	|  109.46         	|  30.15          	|
training_step                      	|  0.10925        	|1000           	|  109.25         	|  30.09          	|
get_train_batch                    	|  0.011178       	|1025           	|  11.458         	|  3.1559         	|
fetch_next_train_batch             	|  0.011151       	|1025           	|  11.43          	|  3.1482         	|
on_train_batch_end                 	|  0.0027573      	|1000           	|  2.7573         	|  0.75948        	|
zero_grad                          	|  0.001481       	|1000           	|  1.481          	|  0.40793        	|
training_batch_to_device           	|  0.00035345     	|1000           	|  0.35345        	|  0.097353       	|
on_train_batch_start               	|  0.00011025     	|1000           	|  0.11025        	|  0.030366       	|
on_train_end                       	|  0.045718       	|1              	|  0.045718       	|  0.012592       	|
on_after_backward                  	|  3.6569e-05     	|1000           	|  0.036569       	|  0.010072       	|
on_pretrain_routine_start          	|  0.023657       	|1              	|  0.023657       	|  0.006516       	|
on_batch_start                     	|  2.3503e-05     	|1000           	|  0.023503       	|  0.0064737      	|
on_before_zero_grad                	|  1.8204e-05     	|1000           	|  0.018204       	|  0.0050141      	|
on_batch_end                       	|  1.6809e-05     	|1000           	|  0.016809       	|  0.0046299      	|
on_before_optimizer_step           	|  1.4407e-05     	|1000           	|  0.014407       	|  0.0039682      	|
on_before_backward                 	|  1.3613e-05     	|1000           	|  0.013613       	|  0.0037494      	|
on_train_epoch_end                 	|  0.0004609      	|25             	|  0.011523       	|  0.0031737      	|
on_train_epoch_start               	|  0.00043771     	|25             	|  0.010943       	|  0.003014       	|
configure_optimizers               	|  0.010105       	|1              	|  0.010105       	|  0.0027832      	|
training_step_end                  	|  7.1225e-06     	|1000           	|  0.0071225      	|  0.0019618      	|
on_train_start                     	|  0.00098654     	|1              	|  0.00098654     	|  0.00027173     	|
on_epoch_start                     	|  1.2678e-05     	|25             	|  0.00031695     	|  8.7301e-05     	|
on_epoch_end                       	|  1.2203e-05     	|25             	|  0.00030507     	|  8.4027e-05     	|
on_fit_end                         	|  0.00011787     	|1              	|  0.00011787     	|  3.2465e-05     	|
on_fit_start                       	|  4.1222e-05     	|1              	|  4.1222e-05     	|  1.1354e-05     	|
teardown                           	|  2.7351e-05     	|1              	|  2.7351e-05     	|  7.5335e-06     	|
setup                              	|  2.5215e-05     	|1              	|  2.5215e-05     	|  6.945e-06      	|
on_configure_sharded_model         	|  2.4654e-05     	|1              	|  2.4654e-05     	|  6.7906e-06     	|
on_before_accelerator_backend_setup	|  2.2991e-05     	|1              	|  2.2991e-05     	|  6.3325e-06     	|
on_pretrain_routine_end            	|  1.4203e-05     	|1              	|  1.4203e-05     	|  3.9119e-06     	|
configure_sharded_model            	|  1.1476e-05     	|1              	|  1.1476e-05     	|  3.1608e-06     	|
prepare_data                       	|  9.3859e-06     	|1              	|  9.3859e-06     	|  2.5852e-06     	|
on_val_dataloader                  	|  8.8606e-06     	|1              	|  8.8606e-06     	|  2.4405e-06     	|
on_train_dataloader                	|  7.8753e-06     	|1              	|  7.8753e-06     	|  2.1691e-06     	|
configure_callbacks                	|  5.5898e-06     	|1              	|  5.5898e-06     	|  1.5396e-06     	|
