FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  482.92         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  0.92022        	|500            	|  460.11         	|  95.276         	|
run_training_batch                 	|  0.30905        	|1000           	|  309.05         	|  63.996         	|
optimizer_step_with_closure_0      	|  0.30637        	|1000           	|  306.37         	|  63.441         	|
training_step_and_backward         	|  0.23075        	|1000           	|  230.75         	|  47.783         	|
model_forward                      	|  0.14198        	|1000           	|  141.98         	|  29.401         	|
training_step                      	|  0.14182        	|1000           	|  141.82         	|  29.367         	|
backward                           	|  0.0874         	|1000           	|  87.4           	|  18.098         	|
get_train_batch                    	|  0.028708       	|1500           	|  43.061         	|  8.9169         	|
fetch_next_train_batch             	|  0.028675       	|1500           	|  43.013         	|  8.9068         	|
zero_grad                          	|  0.0013367      	|1000           	|  1.3367         	|  0.27679        	|
on_train_batch_end                 	|  0.0013022      	|1000           	|  1.3022         	|  0.26965        	|
training_batch_to_device           	|  0.00059358     	|1000           	|  0.59358        	|  0.12291        	|
on_train_epoch_end                 	|  0.00027615     	|500            	|  0.13807        	|  0.028592       	|
on_train_epoch_start               	|  0.00027289     	|500            	|  0.13645        	|  0.028254       	|
on_train_batch_start               	|  0.00010432     	|1000           	|  0.10432        	|  0.021602       	|
on_batch_start                     	|  3.8179e-05     	|1000           	|  0.038179       	|  0.0079059      	|
on_train_end                       	|  0.024167       	|1              	|  0.024167       	|  0.0050043      	|
on_pretrain_routine_start          	|  0.023237       	|1              	|  0.023237       	|  0.0048117      	|
on_before_zero_grad                	|  2.1065e-05     	|1000           	|  0.021065       	|  0.0043619      	|
on_batch_end                       	|  1.4246e-05     	|1000           	|  0.014246       	|  0.0029499      	|
on_before_optimizer_step           	|  1.2405e-05     	|1000           	|  0.012405       	|  0.0025688      	|
on_after_backward                  	|  1.1117e-05     	|1000           	|  0.011117       	|  0.0023021      	|
on_before_backward                 	|  1.1075e-05     	|1000           	|  0.011075       	|  0.0022934      	|
configure_optimizers               	|  0.0082494      	|1              	|  0.0082494      	|  0.0017082      	|
training_step_end                  	|  7.8235e-06     	|1000           	|  0.0078235      	|  0.00162        	|
on_epoch_end                       	|  1.0472e-05     	|500            	|  0.0052361      	|  0.0010843      	|
on_epoch_start                     	|  1.0411e-05     	|500            	|  0.0052057      	|  0.001078       	|
on_train_start                     	|  0.0006942      	|1              	|  0.0006942      	|  0.00014375     	|
on_fit_end                         	|  2.3294e-05     	|1              	|  2.3294e-05     	|  4.8236e-06     	|
on_before_accelerator_backend_setup	|  1.9476e-05     	|1              	|  1.9476e-05     	|  4.033e-06      	|
on_fit_start                       	|  1.9136e-05     	|1              	|  1.9136e-05     	|  3.9626e-06     	|
setup                              	|  1.595e-05      	|1              	|  1.595e-05      	|  3.3028e-06     	|
on_configure_sharded_model         	|  1.4437e-05     	|1              	|  1.4437e-05     	|  2.9895e-06     	|
teardown                           	|  1.089e-05      	|1              	|  1.089e-05      	|  2.255e-06      	|
on_pretrain_routine_end            	|  9.818e-06      	|1              	|  9.818e-06      	|  2.033e-06      	|
prepare_data                       	|  6.5319e-06     	|1              	|  6.5319e-06     	|  1.3526e-06     	|
on_val_dataloader                  	|  5.4101e-06     	|1              	|  5.4101e-06     	|  1.1203e-06     	|
configure_callbacks                	|  4.789e-06      	|1              	|  4.789e-06      	|  9.9167e-07     	|
on_train_dataloader                	|  4.5981e-06     	|1              	|  4.5981e-06     	|  9.5213e-07     	|
configure_sharded_model            	|  4.318e-06      	|1              	|  4.318e-06      	|  8.9413e-07     	|
