FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  630.91         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  3.6608         	|167            	|  611.36         	|  96.9           	|
run_training_batch                 	|  0.25719        	|1000           	|  257.19         	|  40.765         	|
optimizer_step_with_closure_0      	|  0.25514        	|1000           	|  255.14         	|  40.439         	|
training_step_and_backward         	|  0.18766        	|1000           	|  187.66         	|  29.744         	|
model_forward                      	|  0.1009         	|1000           	|  100.9          	|  15.992         	|
training_step                      	|  0.10072        	|1000           	|  100.72         	|  15.964         	|
backward                           	|  0.085262       	|1000           	|  85.262         	|  13.514         	|
get_train_batch                    	|  0.065656       	|1167           	|  76.621         	|  12.144         	|
fetch_next_train_batch             	|  0.065627       	|1167           	|  76.587         	|  12.139         	|
on_train_batch_end                 	|  0.0016216      	|1000           	|  1.6216         	|  0.25702        	|
zero_grad                          	|  0.0014685      	|1000           	|  1.4685         	|  0.23277        	|
training_batch_to_device           	|  0.0004778      	|1000           	|  0.4778         	|  0.075731       	|
on_train_batch_start               	|  9.7945e-05     	|1000           	|  0.097945       	|  0.015524       	|
on_train_epoch_start               	|  0.00032657     	|167            	|  0.054537       	|  0.0086441      	|
on_train_epoch_end                 	|  0.00032216     	|167            	|  0.0538         	|  0.0085274      	|
on_train_end                       	|  0.042646       	|1              	|  0.042646       	|  0.0067593      	|
on_batch_start                     	|  2.7061e-05     	|1000           	|  0.027061       	|  0.0042891      	|
on_pretrain_routine_start          	|  0.021307       	|1              	|  0.021307       	|  0.0033771      	|
on_after_backward                  	|  1.7863e-05     	|1000           	|  0.017863       	|  0.0028313      	|
on_before_zero_grad                	|  1.5664e-05     	|1000           	|  0.015664       	|  0.0024828      	|
on_batch_end                       	|  1.5187e-05     	|1000           	|  0.015187       	|  0.0024072      	|
on_before_backward                 	|  1.1762e-05     	|1000           	|  0.011762       	|  0.0018643      	|
on_before_optimizer_step           	|  1.1562e-05     	|1000           	|  0.011562       	|  0.0018326      	|
configure_optimizers               	|  0.010047       	|1              	|  0.010047       	|  0.0015925      	|
training_step_end                  	|  6.906e-06      	|1000           	|  0.006906       	|  0.0010946      	|
on_epoch_end                       	|  1.0928e-05     	|167            	|  0.001825       	|  0.00028926     	|
on_epoch_start                     	|  1.0468e-05     	|167            	|  0.0017481      	|  0.00027708     	|
on_train_start                     	|  0.0017192      	|1              	|  0.0017192      	|  0.00027249     	|
on_fit_end                         	|  5.4516e-05     	|1              	|  5.4516e-05     	|  8.6408e-06     	|
on_fit_start                       	|  4.3316e-05     	|1              	|  4.3316e-05     	|  6.8656e-06     	|
setup                              	|  3.0655e-05     	|1              	|  3.0655e-05     	|  4.8589e-06     	|
on_before_accelerator_backend_setup	|  2.544e-05      	|1              	|  2.544e-05      	|  4.0323e-06     	|
on_configure_sharded_model         	|  2.107e-05      	|1              	|  2.107e-05      	|  3.3396e-06     	|
teardown                           	|  1.5965e-05     	|1              	|  1.5965e-05     	|  2.5304e-06     	|
on_pretrain_routine_end            	|  1.1528e-05     	|1              	|  1.1528e-05     	|  1.8272e-06     	|
configure_callbacks                	|  9.7249e-06     	|1              	|  9.7249e-06     	|  1.5414e-06     	|
prepare_data                       	|  8.2683e-06     	|1              	|  8.2683e-06     	|  1.3105e-06     	|
configure_sharded_model            	|  6.9533e-06     	|1              	|  6.9533e-06     	|  1.1021e-06     	|
on_val_dataloader                  	|  6.482e-06      	|1              	|  6.482e-06      	|  1.0274e-06     	|
on_train_dataloader                	|  6.387e-06      	|1              	|  6.387e-06      	|  1.0123e-06     	|
