FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  755.91         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  3.6601         	|200            	|  732.02         	|  96.84          	|
run_training_batch                 	|  0.31698        	|1000           	|  316.98         	|  41.933         	|
optimizer_step_with_closure_0      	|  0.31226        	|1000           	|  312.26         	|  41.31          	|
training_step_and_backward         	|  0.24345        	|1000           	|  243.45         	|  32.206         	|
model_forward                      	|  0.12094        	|1000           	|  120.94         	|  16.0           	|
backward                           	|  0.12082        	|1000           	|  120.82         	|  15.983         	|
training_step                      	|  0.1207         	|1000           	|  120.7          	|  15.968         	|
get_train_batch                    	|  0.059493       	|1200           	|  71.392         	|  9.4445         	|
fetch_next_train_batch             	|  0.059457       	|1200           	|  71.348         	|  9.4387         	|
on_train_batch_end                 	|  0.0029494      	|1000           	|  2.9494         	|  0.39018        	|
zero_grad                          	|  0.00164        	|1000           	|  1.64           	|  0.21696        	|
training_batch_to_device           	|  0.0004679      	|1000           	|  0.4679         	|  0.061899       	|
on_train_batch_start               	|  0.00010904     	|1000           	|  0.10904        	|  0.014425       	|
on_train_epoch_start               	|  0.00039925     	|200            	|  0.07985        	|  0.010563       	|
on_train_epoch_end                 	|  0.00039057     	|200            	|  0.078114       	|  0.010334       	|
on_train_end                       	|  0.051105       	|1              	|  0.051105       	|  0.0067607      	|
on_batch_start                     	|  3.7637e-05     	|1000           	|  0.037637       	|  0.0049791      	|
on_after_backward                  	|  3.3535e-05     	|1000           	|  0.033535       	|  0.0044364      	|
on_pretrain_routine_start          	|  0.02357        	|1              	|  0.02357        	|  0.0031181      	|
on_before_zero_grad                	|  2.3008e-05     	|1000           	|  0.023008       	|  0.0030438      	|
configure_optimizers               	|  0.019884       	|1              	|  0.019884       	|  0.0026305      	|
on_batch_end                       	|  1.7297e-05     	|1000           	|  0.017297       	|  0.0022882      	|
on_before_optimizer_step           	|  1.6441e-05     	|1000           	|  0.016441       	|  0.002175       	|
on_before_backward                 	|  1.5136e-05     	|1000           	|  0.015136       	|  0.0020023      	|
training_step_end                  	|  9.9101e-06     	|1000           	|  0.0099101      	|  0.001311       	|
on_epoch_start                     	|  1.3319e-05     	|200            	|  0.0026638      	|  0.0003524      	|
on_epoch_end                       	|  1.2986e-05     	|200            	|  0.0025973      	|  0.0003436      	|
on_train_start                     	|  0.0012413      	|1              	|  0.0012413      	|  0.00016422     	|
on_fit_end                         	|  8.1653e-05     	|1              	|  8.1653e-05     	|  1.0802e-05     	|
on_fit_start                       	|  5.6881e-05     	|1              	|  5.6881e-05     	|  7.5249e-06     	|
setup                              	|  3.3757e-05     	|1              	|  3.3757e-05     	|  4.4657e-06     	|
on_configure_sharded_model         	|  2.7908e-05     	|1              	|  2.7908e-05     	|  3.692e-06      	|
on_before_accelerator_backend_setup	|  2.7755e-05     	|1              	|  2.7755e-05     	|  3.6718e-06     	|
teardown                           	|  1.7816e-05     	|1              	|  1.7816e-05     	|  2.3569e-06     	|
on_pretrain_routine_end            	|  1.5827e-05     	|1              	|  1.5827e-05     	|  2.0938e-06     	|
configure_sharded_model            	|  1.3772e-05     	|1              	|  1.3772e-05     	|  1.822e-06      	|
prepare_data                       	|  1.2074e-05     	|1              	|  1.2074e-05     	|  1.5972e-06     	|
configure_callbacks                	|  9.533e-06      	|1              	|  9.533e-06      	|  1.2611e-06     	|
on_val_dataloader                  	|  6.726e-06      	|1              	|  6.726e-06      	|  8.8979e-07     	|
on_train_dataloader                	|  5.6885e-06     	|1              	|  5.6885e-06     	|  7.5254e-07     	|
