FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  465.77         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  0.88603        	|500            	|  443.01         	|  95.114         	|
run_training_batch                 	|  0.2927         	|1000           	|  292.7          	|  62.841         	|
optimizer_step_with_closure_0      	|  0.29004        	|1000           	|  290.04         	|  62.27          	|
training_step_and_backward         	|  0.2199         	|1000           	|  219.9          	|  47.212         	|
model_forward                      	|  0.13422        	|1000           	|  134.22         	|  28.817         	|
training_step                      	|  0.13405        	|1000           	|  134.05         	|  28.78          	|
backward                           	|  0.084295       	|1000           	|  84.295         	|  18.098         	|
get_train_batch                    	|  0.028758       	|1500           	|  43.138         	|  9.2615         	|
fetch_next_train_batch             	|  0.028726       	|1500           	|  43.09          	|  9.2512         	|
zero_grad                          	|  0.0013541      	|1000           	|  1.3541         	|  0.29071        	|
on_train_batch_end                 	|  0.0013087      	|1000           	|  1.3087         	|  0.28098        	|
training_batch_to_device           	|  0.00059476     	|1000           	|  0.59476        	|  0.12769        	|
on_train_epoch_end                 	|  0.00026865     	|500            	|  0.13433        	|  0.02884        	|
on_train_epoch_start               	|  0.00026846     	|500            	|  0.13423        	|  0.028819       	|
on_train_batch_start               	|  0.00010764     	|1000           	|  0.10764        	|  0.02311        	|
on_batch_start                     	|  3.6256e-05     	|1000           	|  0.036256       	|  0.007784       	|
on_pretrain_routine_start          	|  0.025152       	|1              	|  0.025152       	|  0.0054001      	|
on_train_end                       	|  0.023547       	|1              	|  0.023547       	|  0.0050555      	|
on_before_zero_grad                	|  1.9832e-05     	|1000           	|  0.019832       	|  0.0042579      	|
on_batch_end                       	|  1.3456e-05     	|1000           	|  0.013456       	|  0.0028889      	|
on_before_optimizer_step           	|  1.2196e-05     	|1000           	|  0.012196       	|  0.0026184      	|
on_after_backward                  	|  1.1489e-05     	|1000           	|  0.011489       	|  0.0024666      	|
on_before_backward                 	|  1.0682e-05     	|1000           	|  0.010682       	|  0.0022933      	|
configure_optimizers               	|  0.0085354      	|1              	|  0.0085354      	|  0.0018325      	|
training_step_end                  	|  7.2554e-06     	|1000           	|  0.0072554      	|  0.0015577      	|
on_epoch_start                     	|  1.0435e-05     	|500            	|  0.0052177      	|  0.0011202      	|
on_epoch_end                       	|  1.0115e-05     	|500            	|  0.0050575      	|  0.0010858      	|
on_train_start                     	|  0.00071384     	|1              	|  0.00071384     	|  0.00015326     	|
on_fit_end                         	|  2.2112e-05     	|1              	|  2.2112e-05     	|  4.7474e-06     	|
on_before_accelerator_backend_setup	|  1.9507e-05     	|1              	|  1.9507e-05     	|  4.1881e-06     	|
on_fit_start                       	|  1.7923e-05     	|1              	|  1.7923e-05     	|  3.848e-06      	|
setup                              	|  1.5348e-05     	|1              	|  1.5348e-05     	|  3.2952e-06     	|
on_configure_sharded_model         	|  1.3635e-05     	|1              	|  1.3635e-05     	|  2.9274e-06     	|
teardown                           	|  1.1291e-05     	|1              	|  1.1291e-05     	|  2.4241e-06     	|
on_pretrain_routine_end            	|  9.638e-06      	|1              	|  9.638e-06      	|  2.0693e-06     	|
prepare_data                       	|  7.354e-06      	|1              	|  7.354e-06      	|  1.5789e-06     	|
configure_callbacks                	|  5.239e-06      	|1              	|  5.239e-06      	|  1.1248e-06     	|
on_val_dataloader                  	|  4.599e-06      	|1              	|  4.599e-06      	|  9.8739e-07     	|
configure_sharded_model            	|  4.4079e-06     	|1              	|  4.4079e-06     	|  9.4637e-07     	|
on_train_dataloader                	|  4.128e-06      	|1              	|  4.128e-06      	|  8.8626e-07     	|
