FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  437.59         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  6.6244         	|63             	|  417.34         	|  95.372         	|
run_training_batch                 	|  0.29231        	|1000           	|  292.31         	|  66.799         	|
optimizer_step_with_closure_0      	|  0.28798        	|1000           	|  287.98         	|  65.811         	|
training_step_and_backward         	|  0.22233        	|1000           	|  222.33         	|  50.808         	|
backward                           	|  0.11597        	|1000           	|  115.97         	|  26.502         	|
model_forward                      	|  0.1048         	|1000           	|  104.8          	|  23.948         	|
training_step                      	|  0.1046         	|1000           	|  104.6          	|  23.904         	|
get_train_batch                    	|  0.026029       	|1063           	|  27.669         	|  6.3231         	|
fetch_next_train_batch             	|  0.026005       	|1063           	|  27.643         	|  6.3171         	|
on_train_batch_end                 	|  0.0022497      	|1000           	|  2.2497         	|  0.51411        	|
zero_grad                          	|  0.0015276      	|1000           	|  1.5276         	|  0.34909        	|
training_batch_to_device           	|  0.00030283     	|1000           	|  0.30283        	|  0.069204       	|
on_train_batch_start               	|  0.00014151     	|1000           	|  0.14151        	|  0.032338       	|
on_train_end                       	|  0.052048       	|1              	|  0.052048       	|  0.011894       	|
on_pretrain_routine_start          	|  0.029674       	|1              	|  0.029674       	|  0.0067812      	|
on_after_backward                  	|  2.6396e-05     	|1000           	|  0.026396       	|  0.0060321      	|
on_train_epoch_end                 	|  0.0003665      	|63             	|  0.02309        	|  0.0052765      	|
on_train_epoch_start               	|  0.00035686     	|63             	|  0.022482       	|  0.0051378      	|
on_batch_start                     	|  2.1814e-05     	|1000           	|  0.021814       	|  0.004985       	|
on_before_zero_grad                	|  1.8329e-05     	|1000           	|  0.018329       	|  0.0041885      	|
on_batch_end                       	|  1.6103e-05     	|1000           	|  0.016103       	|  0.0036799      	|
on_before_backward                 	|  1.3602e-05     	|1000           	|  0.013602       	|  0.0031083      	|
on_before_optimizer_step           	|  1.3034e-05     	|1000           	|  0.013034       	|  0.0029787      	|
configure_optimizers               	|  0.012522       	|1              	|  0.012522       	|  0.0028615      	|
training_step_end                  	|  7.26e-06       	|1000           	|  0.00726        	|  0.0016591      	|
on_train_start                     	|  0.001336       	|1              	|  0.001336       	|  0.0003053      	|
on_epoch_start                     	|  1.2043e-05     	|63             	|  0.00075874     	|  0.00017339     	|
on_epoch_end                       	|  1.1897e-05     	|63             	|  0.00074954     	|  0.00017129     	|
on_fit_start                       	|  4.9405e-05     	|1              	|  4.9405e-05     	|  1.129e-05      	|
on_before_accelerator_backend_setup	|  4.0371e-05     	|1              	|  4.0371e-05     	|  9.2258e-06     	|
on_fit_end                         	|  3.1581e-05     	|1              	|  3.1581e-05     	|  7.2171e-06     	|
on_configure_sharded_model         	|  2.8525e-05     	|1              	|  2.8525e-05     	|  6.5186e-06     	|
setup                              	|  2.6824e-05     	|1              	|  2.6824e-05     	|  6.1299e-06     	|
on_pretrain_routine_end            	|  1.6179e-05     	|1              	|  1.6179e-05     	|  3.6973e-06     	|
teardown                           	|  1.4905e-05     	|1              	|  1.4905e-05     	|  3.4061e-06     	|
configure_callbacks                	|  1.1884e-05     	|1              	|  1.1884e-05     	|  2.7157e-06     	|
prepare_data                       	|  1.1295e-05     	|1              	|  1.1295e-05     	|  2.5812e-06     	|
configure_sharded_model            	|  9.9447e-06     	|1              	|  9.9447e-06     	|  2.2726e-06     	|
on_train_dataloader                	|  9.1121e-06     	|1              	|  9.1121e-06     	|  2.0823e-06     	|
on_val_dataloader                  	|  8.1472e-06     	|1              	|  8.1472e-06     	|  1.8618e-06     	|
