FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  413.56         	|  100 %          	|
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run_training_epoch                 	|  6.2762         	|63             	|  395.4          	|  95.608         	|
run_training_batch                 	|  0.26273        	|1000           	|  262.73         	|  63.527         	|
optimizer_step_with_closure_0      	|  0.2591         	|1000           	|  259.1          	|  62.65          	|
training_step_and_backward         	|  0.19928        	|1000           	|  199.28         	|  48.186         	|
backward                           	|  0.10952        	|1000           	|  109.52         	|  26.482         	|
model_forward                      	|  0.088454       	|1000           	|  88.454         	|  21.388         	|
training_step                      	|  0.088297       	|1000           	|  88.297         	|  21.35          	|
get_train_batch                    	|  0.027608       	|1063           	|  29.348         	|  7.0963         	|
fetch_next_train_batch             	|  0.027587       	|1063           	|  29.325         	|  7.0907         	|
on_train_batch_end                 	|  0.001879       	|1000           	|  1.879          	|  0.45434        	|
zero_grad                          	|  0.0012771      	|1000           	|  1.2771         	|  0.30879        	|
training_batch_to_device           	|  0.00023022     	|1000           	|  0.23022        	|  0.055667       	|
on_train_batch_start               	|  8.9288e-05     	|1000           	|  0.089288       	|  0.02159        	|
on_train_end                       	|  0.046378       	|1              	|  0.046378       	|  0.011214       	|
on_pretrain_routine_start          	|  0.022          	|1              	|  0.022          	|  0.0053196      	|
on_train_epoch_start               	|  0.00032787     	|63             	|  0.020656       	|  0.0049946      	|
on_batch_start                     	|  2.042e-05      	|1000           	|  0.02042        	|  0.0049376      	|
on_train_epoch_end                 	|  0.00031178     	|63             	|  0.019642       	|  0.0047495      	|
on_after_backward                  	|  1.5458e-05     	|1000           	|  0.015458       	|  0.0037377      	|
on_batch_end                       	|  1.4607e-05     	|1000           	|  0.014607       	|  0.003532       	|
on_before_zero_grad                	|  1.3237e-05     	|1000           	|  0.013237       	|  0.0032008      	|
on_before_optimizer_step           	|  1.2014e-05     	|1000           	|  0.012014       	|  0.0029051      	|
on_before_backward                 	|  1.1107e-05     	|1000           	|  0.011107       	|  0.0026856      	|
configure_optimizers               	|  0.010807       	|1              	|  0.010807       	|  0.0026131      	|
training_step_end                  	|  6.4477e-06     	|1000           	|  0.0064477      	|  0.001559       	|
on_train_start                     	|  0.0012944      	|1              	|  0.0012944      	|  0.000313       	|
on_epoch_end                       	|  1.0729e-05     	|63             	|  0.00067595     	|  0.00016344     	|
on_epoch_start                     	|  1.0443e-05     	|63             	|  0.0006579      	|  0.00015908     	|
on_fit_end                         	|  5.8552e-05     	|1              	|  5.8552e-05     	|  1.4158e-05     	|
on_fit_start                       	|  4.1727e-05     	|1              	|  4.1727e-05     	|  1.009e-05      	|
setup                              	|  2.2124e-05     	|1              	|  2.2124e-05     	|  5.3497e-06     	|
on_before_accelerator_backend_setup	|  2.1879e-05     	|1              	|  2.1879e-05     	|  5.2903e-06     	|
on_pretrain_routine_end            	|  1.9429e-05     	|1              	|  1.9429e-05     	|  4.698e-06      	|
on_configure_sharded_model         	|  1.7842e-05     	|1              	|  1.7842e-05     	|  4.3143e-06     	|
teardown                           	|  1.37e-05       	|1              	|  1.37e-05       	|  3.3126e-06     	|
prepare_data                       	|  8.8215e-06     	|1              	|  8.8215e-06     	|  2.133e-06      	|
on_train_dataloader                	|  7.3481e-06     	|1              	|  7.3481e-06     	|  1.7768e-06     	|
on_val_dataloader                  	|  7.2997e-06     	|1              	|  7.2997e-06     	|  1.7651e-06     	|
configure_callbacks                	|  6.1374e-06     	|1              	|  6.1374e-06     	|  1.484e-06      	|
configure_sharded_model            	|  5.8766e-06     	|1              	|  5.8766e-06     	|  1.421e-06      	|
