FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  447.14         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.0946         	|200            	|  418.92         	|  93.69          	|
run_training_batch                 	|  0.34577        	|1000           	|  345.77         	|  77.33          	|
optimizer_step_with_closure_0      	|  0.3431         	|1000           	|  343.1          	|  76.732         	|
training_step_and_backward         	|  0.26531        	|1000           	|  265.31         	|  59.335         	|
model_forward                      	|  0.15776        	|1000           	|  157.76         	|  35.281         	|
training_step                      	|  0.1576         	|1000           	|  157.6          	|  35.247         	|
backward                           	|  0.10619        	|1000           	|  106.19         	|  23.749         	|
get_train_batch                    	|  0.016564       	|1200           	|  19.877         	|  4.4453         	|
fetch_next_train_batch             	|  0.016539       	|1200           	|  19.847         	|  4.4387         	|
zero_grad                          	|  0.0013386      	|1000           	|  1.3386         	|  0.29937        	|
on_train_batch_end                 	|  0.0012661      	|1000           	|  1.2661         	|  0.28317        	|
training_batch_to_device           	|  0.0003393      	|1000           	|  0.3393         	|  0.075883       	|
on_train_batch_start               	|  9.7172e-05     	|1000           	|  0.097172       	|  0.021732       	|
on_train_epoch_start               	|  0.00027014     	|200            	|  0.054028       	|  0.012083       	|
on_train_epoch_end                 	|  0.00025344     	|200            	|  0.050688       	|  0.011336       	|
on_batch_start                     	|  2.3987e-05     	|1000           	|  0.023987       	|  0.0053645      	|
on_train_end                       	|  0.023606       	|1              	|  0.023606       	|  0.0052793      	|
on_pretrain_routine_start          	|  0.022643       	|1              	|  0.022643       	|  0.005064       	|
on_before_zero_grad                	|  1.6219e-05     	|1000           	|  0.016219       	|  0.0036272      	|
on_batch_end                       	|  1.3635e-05     	|1000           	|  0.013635       	|  0.0030495      	|
on_after_backward                  	|  1.3061e-05     	|1000           	|  0.013061       	|  0.0029211      	|
on_before_backward                 	|  1.2094e-05     	|1000           	|  0.012094       	|  0.0027047      	|
on_before_optimizer_step           	|  1.1213e-05     	|1000           	|  0.011213       	|  0.0025076      	|
configure_optimizers               	|  0.0085443      	|1              	|  0.0085443      	|  0.0019109      	|
training_step_end                  	|  6.8239e-06     	|1000           	|  0.0068239      	|  0.0015261      	|
on_epoch_start                     	|  1.0976e-05     	|200            	|  0.0021952      	|  0.00049094     	|
on_epoch_end                       	|  1.0659e-05     	|200            	|  0.0021317      	|  0.00047675     	|
on_train_start                     	|  0.000486       	|1              	|  0.000486       	|  0.00010869     	|
on_fit_end                         	|  2.3123e-05     	|1              	|  2.3123e-05     	|  5.1713e-06     	|
on_before_accelerator_backend_setup	|  1.9466e-05     	|1              	|  1.9466e-05     	|  4.3535e-06     	|
on_fit_start                       	|  1.585e-05      	|1              	|  1.585e-05      	|  3.5448e-06     	|
setup                              	|  1.4036e-05     	|1              	|  1.4036e-05     	|  3.1391e-06     	|
on_configure_sharded_model         	|  1.3125e-05     	|1              	|  1.3125e-05     	|  2.9353e-06     	|
teardown                           	|  1.061e-05      	|1              	|  1.061e-05      	|  2.3729e-06     	|
on_pretrain_routine_end            	|  1.0569e-05     	|1              	|  1.0569e-05     	|  2.3637e-06     	|
prepare_data                       	|  6.5219e-06     	|1              	|  6.5219e-06     	|  1.4586e-06     	|
configure_callbacks                	|  4.538e-06      	|1              	|  4.538e-06      	|  1.0149e-06     	|
on_val_dataloader                  	|  4.2779e-06     	|1              	|  4.2779e-06     	|  9.5673e-07     	|
on_train_dataloader                	|  4.1979e-06     	|1              	|  4.1979e-06     	|  9.3885e-07     	|
configure_sharded_model            	|  3.968e-06      	|1              	|  3.968e-06      	|  8.8743e-07     	|
