FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1296.2         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.5474         	|500            	|  1273.7         	|  98.26          	|
run_training_batch                 	|  0.28819        	|1000           	|  288.19         	|  22.233         	|
optimizer_step_with_closure_0      	|  0.28433        	|1000           	|  284.33         	|  21.935         	|
training_step_and_backward         	|  0.21675        	|1000           	|  216.75         	|  16.722         	|
get_train_batch                    	|  0.11578        	|1500           	|  173.67         	|  13.398         	|
fetch_next_train_batch             	|  0.11574        	|1500           	|  173.61         	|  13.393         	|
model_forward                      	|  0.10973        	|1000           	|  109.73         	|  8.4656         	|
training_step                      	|  0.1095         	|1000           	|  109.5          	|  8.4474         	|
backward                           	|  0.10541        	|1000           	|  105.41         	|  8.1323         	|
on_train_batch_end                 	|  0.002464       	|1000           	|  2.464          	|  0.19009        	|
zero_grad                          	|  0.0015676      	|1000           	|  1.5676         	|  0.12094        	|
training_batch_to_device           	|  0.00072915     	|1000           	|  0.72915        	|  0.056252       	|
on_train_epoch_end                 	|  0.00035203     	|500            	|  0.17601        	|  0.013579       	|
on_train_epoch_start               	|  0.0003395      	|500            	|  0.16975        	|  0.013096       	|
on_train_batch_start               	|  0.00011513     	|1000           	|  0.11513        	|  0.0088823      	|
on_train_end                       	|  0.052756       	|1              	|  0.052756       	|  0.00407        	|
on_batch_start                     	|  5.2286e-05     	|1000           	|  0.052286       	|  0.0040337      	|
on_after_backward                  	|  2.7727e-05     	|1000           	|  0.027727       	|  0.002139       	|
on_pretrain_routine_start          	|  0.027313       	|1              	|  0.027313       	|  0.0021071      	|
on_before_zero_grad                	|  2.3854e-05     	|1000           	|  0.023854       	|  0.0018403      	|
on_batch_end                       	|  1.8545e-05     	|1000           	|  0.018545       	|  0.0014307      	|
on_before_optimizer_step           	|  1.6148e-05     	|1000           	|  0.016148       	|  0.0012457      	|
on_before_backward                 	|  1.4432e-05     	|1000           	|  0.014432       	|  0.0011134      	|
configure_optimizers               	|  0.011919       	|1              	|  0.011919       	|  0.00091953     	|
training_step_end                  	|  8.8687e-06     	|1000           	|  0.0088687      	|  0.00068419     	|
on_epoch_end                       	|  1.1938e-05     	|500            	|  0.0059689      	|  0.00046049     	|
on_epoch_start                     	|  1.1188e-05     	|500            	|  0.0055938      	|  0.00043154     	|
on_train_start                     	|  0.0014094      	|1              	|  0.0014094      	|  0.00010873     	|
on_fit_end                         	|  6.7722e-05     	|1              	|  6.7722e-05     	|  5.2246e-06     	|
on_fit_start                       	|  4.8306e-05     	|1              	|  4.8306e-05     	|  3.7267e-06     	|
setup                              	|  2.5297e-05     	|1              	|  2.5297e-05     	|  1.9516e-06     	|
on_before_accelerator_backend_setup	|  2.4389e-05     	|1              	|  2.4389e-05     	|  1.8816e-06     	|
on_configure_sharded_model         	|  2.3659e-05     	|1              	|  2.3659e-05     	|  1.8252e-06     	|
teardown                           	|  1.6874e-05     	|1              	|  1.6874e-05     	|  1.3018e-06     	|
on_pretrain_routine_end            	|  1.524e-05      	|1              	|  1.524e-05      	|  1.1757e-06     	|
configure_callbacks                	|  8.9072e-06     	|1              	|  8.9072e-06     	|  6.8716e-07     	|
on_train_dataloader                	|  8.7712e-06     	|1              	|  8.7712e-06     	|  6.7667e-07     	|
on_val_dataloader                  	|  8.0541e-06     	|1              	|  8.0541e-06     	|  6.2135e-07     	|
prepare_data                       	|  7.73e-06       	|1              	|  7.73e-06       	|  5.9635e-07     	|
configure_sharded_model            	|  7.1377e-06     	|1              	|  7.1377e-06     	|  5.5065e-07     	|
