FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  446.67         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.1137         	|200            	|  422.75         	|  94.645         	|
run_training_batch                 	|  0.35189        	|1000           	|  351.89         	|  78.782         	|
optimizer_step_with_closure_0      	|  0.34923        	|1000           	|  349.23         	|  78.186         	|
training_step_and_backward         	|  0.27192        	|1000           	|  271.92         	|  60.876         	|
model_forward                      	|  0.16118        	|1000           	|  161.18         	|  36.085         	|
training_step                      	|  0.16103        	|1000           	|  161.03         	|  36.052         	|
backward                           	|  0.10938        	|1000           	|  109.38         	|  24.487         	|
get_train_batch                    	|  0.016657       	|1200           	|  19.988         	|  4.475          	|
fetch_next_train_batch             	|  0.016632       	|1200           	|  19.958         	|  4.4682         	|
zero_grad                          	|  0.0013293      	|1000           	|  1.3293         	|  0.2976         	|
on_train_batch_end                 	|  0.0012475      	|1000           	|  1.2475         	|  0.27929        	|
training_batch_to_device           	|  0.00035157     	|1000           	|  0.35157        	|  0.078709       	|
on_train_batch_start               	|  9.8836e-05     	|1000           	|  0.098836       	|  0.022127       	|
on_train_epoch_start               	|  0.00027152     	|200            	|  0.054305       	|  0.012158       	|
on_train_epoch_end                 	|  0.000255       	|200            	|  0.050999       	|  0.011418       	|
on_train_end                       	|  0.023881       	|1              	|  0.023881       	|  0.0053464      	|
on_pretrain_routine_start          	|  0.023022       	|1              	|  0.023022       	|  0.0051541      	|
on_batch_start                     	|  2.2861e-05     	|1000           	|  0.022861       	|  0.0051181      	|
on_before_zero_grad                	|  1.6242e-05     	|1000           	|  0.016242       	|  0.0036363      	|
on_batch_end                       	|  1.354e-05      	|1000           	|  0.01354        	|  0.0030314      	|
on_after_backward                  	|  1.2116e-05     	|1000           	|  0.012116       	|  0.0027126      	|
on_before_backward                 	|  1.1304e-05     	|1000           	|  0.011304       	|  0.0025307      	|
on_before_optimizer_step           	|  1.107e-05      	|1000           	|  0.01107        	|  0.0024784      	|
configure_optimizers               	|  0.0076388      	|1              	|  0.0076388      	|  0.0017102      	|
training_step_end                  	|  6.2869e-06     	|1000           	|  0.0062869      	|  0.0014075      	|
on_epoch_start                     	|  1.1068e-05     	|200            	|  0.0022137      	|  0.0004956      	|
on_epoch_end                       	|  1.0309e-05     	|200            	|  0.0020619      	|  0.00046161     	|
on_train_start                     	|  0.00076469     	|1              	|  0.00076469     	|  0.0001712      	|
on_fit_end                         	|  2.2953e-05     	|1              	|  2.2953e-05     	|  5.1387e-06     	|
on_before_accelerator_backend_setup	|  2.0869e-05     	|1              	|  2.0869e-05     	|  4.6722e-06     	|
on_fit_start                       	|  1.5729e-05     	|1              	|  1.5729e-05     	|  3.5214e-06     	|
on_configure_sharded_model         	|  1.3946e-05     	|1              	|  1.3946e-05     	|  3.1222e-06     	|
setup                              	|  1.3145e-05     	|1              	|  1.3145e-05     	|  2.9429e-06     	|
on_pretrain_routine_end            	|  1.2664e-05     	|1              	|  1.2664e-05     	|  2.8352e-06     	|
teardown                           	|  9.839e-06      	|1              	|  9.839e-06      	|  2.2027e-06     	|
prepare_data                       	|  7.855e-06      	|1              	|  7.855e-06      	|  1.7586e-06     	|
configure_callbacks                	|  7.193e-06      	|1              	|  7.193e-06      	|  1.6104e-06     	|
on_val_dataloader                  	|  4.468e-06      	|1              	|  4.468e-06      	|  1.0003e-06     	|
configure_sharded_model            	|  4.328e-06      	|1              	|  4.328e-06      	|  9.6894e-07     	|
on_train_dataloader                	|  4.2879e-06     	|1              	|  4.2879e-06     	|  9.5998e-07     	|
