FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  442.33         	|  100 %          	|
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run_training_epoch                 	|  2.0915         	|200            	|  418.31         	|  94.569         	|
run_training_batch                 	|  0.34556        	|1000           	|  345.56         	|  78.122         	|
optimizer_step_with_closure_0      	|  0.34286        	|1000           	|  342.86         	|  77.513         	|
training_step_and_backward         	|  0.26608        	|1000           	|  266.08         	|  60.154         	|
model_forward                      	|  0.15813        	|1000           	|  158.13         	|  35.748         	|
training_step                      	|  0.15798        	|1000           	|  157.98         	|  35.715         	|
backward                           	|  0.10659        	|1000           	|  106.59         	|  24.098         	|
get_train_batch                    	|  0.016662       	|1200           	|  19.994         	|  4.5202         	|
fetch_next_train_batch             	|  0.016636       	|1200           	|  19.963         	|  4.5132         	|
zero_grad                          	|  0.0013323      	|1000           	|  1.3323         	|  0.30119        	|
on_train_batch_end                 	|  0.001231       	|1000           	|  1.231          	|  0.27831        	|
training_batch_to_device           	|  0.00033974     	|1000           	|  0.33974        	|  0.076807       	|
on_train_batch_start               	|  9.66e-05       	|1000           	|  0.0966         	|  0.021839       	|
on_train_epoch_start               	|  0.0002718      	|200            	|  0.05436        	|  0.012289       	|
on_train_epoch_end                 	|  0.00024297     	|200            	|  0.048594       	|  0.010986       	|
on_train_end                       	|  0.023854       	|1              	|  0.023854       	|  0.0053928      	|
on_batch_start                     	|  2.2913e-05     	|1000           	|  0.022913       	|  0.00518        	|
on_pretrain_routine_start          	|  0.02271        	|1              	|  0.02271        	|  0.0051341      	|
on_before_zero_grad                	|  1.6533e-05     	|1000           	|  0.016533       	|  0.0037376      	|
on_batch_end                       	|  1.3206e-05     	|1000           	|  0.013206       	|  0.0029855      	|
on_after_backward                  	|  1.1582e-05     	|1000           	|  0.011582       	|  0.0026185      	|
on_before_optimizer_step           	|  1.1014e-05     	|1000           	|  0.011014       	|  0.0024901      	|
on_before_backward                 	|  1.0657e-05     	|1000           	|  0.010657       	|  0.0024093      	|
configure_optimizers               	|  0.0084204      	|1              	|  0.0084204      	|  0.0019036      	|
training_step_end                  	|  6.4888e-06     	|1000           	|  0.0064888      	|  0.001467       	|
on_epoch_start                     	|  1.0744e-05     	|200            	|  0.0021488      	|  0.00048579     	|
on_epoch_end                       	|  1.0092e-05     	|200            	|  0.0020184      	|  0.00045631     	|
on_train_start                     	|  0.0007875      	|1              	|  0.0007875      	|  0.00017803     	|
on_fit_end                         	|  2.1921e-05     	|1              	|  2.1921e-05     	|  4.9558e-06     	|
on_before_accelerator_backend_setup	|  1.8775e-05     	|1              	|  1.8775e-05     	|  4.2445e-06     	|
on_fit_start                       	|  1.642e-05      	|1              	|  1.642e-05      	|  3.7121e-06     	|
setup                              	|  1.3916e-05     	|1              	|  1.3916e-05     	|  3.146e-06      	|
on_configure_sharded_model         	|  1.3505e-05     	|1              	|  1.3505e-05     	|  3.0531e-06     	|
on_pretrain_routine_end            	|  1.0048e-05     	|1              	|  1.0048e-05     	|  2.2716e-06     	|
teardown                           	|  9.909e-06      	|1              	|  9.909e-06      	|  2.2402e-06     	|
prepare_data                       	|  7.7441e-06     	|1              	|  7.7441e-06     	|  1.7507e-06     	|
configure_callbacks                	|  5.089e-06      	|1              	|  5.089e-06      	|  1.1505e-06     	|
on_val_dataloader                  	|  4.188e-06      	|1              	|  4.188e-06      	|  9.4681e-07     	|
on_train_dataloader                	|  4.1281e-06     	|1              	|  4.1281e-06     	|  9.3325e-07     	|
configure_sharded_model            	|  3.8979e-06     	|1              	|  3.8979e-06     	|  8.8122e-07     	|
