FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  394.05         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  14.822         	|25             	|  370.55         	|  94.035         	|
run_training_batch                 	|  0.35804        	|1000           	|  358.04         	|  90.86          	|
optimizer_step_with_closure_0      	|  0.35532        	|1000           	|  355.32         	|  90.169         	|
training_step_and_backward         	|  0.27671        	|1000           	|  276.71         	|  70.221         	|
model_forward                      	|  0.16331        	|1000           	|  163.31         	|  41.443         	|
training_step                      	|  0.16317        	|1000           	|  163.17         	|  41.408         	|
backward                           	|  0.11209        	|1000           	|  112.09         	|  28.444         	|
get_train_batch                    	|  0.0042637      	|1025           	|  4.3703         	|  1.1091         	|
fetch_next_train_batch             	|  0.0042463      	|1025           	|  4.3525         	|  1.1045         	|
zero_grad                          	|  0.0012943      	|1000           	|  1.2943         	|  0.32845        	|
on_train_batch_end                 	|  0.0011984      	|1000           	|  1.1984         	|  0.30412        	|
training_batch_to_device           	|  0.00023896     	|1000           	|  0.23896        	|  0.06064        	|
on_train_batch_start               	|  9.0777e-05     	|1000           	|  0.090777       	|  0.023037       	|
on_train_end                       	|  0.023884       	|1              	|  0.023884       	|  0.0060611      	|
on_pretrain_routine_start          	|  0.022755       	|1              	|  0.022755       	|  0.0057746      	|
on_batch_start                     	|  1.505e-05      	|1000           	|  0.01505        	|  0.0038193      	|
on_before_zero_grad                	|  1.4287e-05     	|1000           	|  0.014287       	|  0.0036256      	|
on_batch_end                       	|  1.302e-05      	|1000           	|  0.01302        	|  0.003304       	|
on_after_backward                  	|  1.1191e-05     	|1000           	|  0.011191       	|  0.00284        	|
on_before_backward                 	|  1.0644e-05     	|1000           	|  0.010644       	|  0.0027013      	|
on_before_optimizer_step           	|  1.0393e-05     	|1000           	|  0.010393       	|  0.0026373      	|
configure_optimizers               	|  0.0083421      	|1              	|  0.0083421      	|  0.002117       	|
on_train_epoch_start               	|  0.00027823     	|25             	|  0.0069556      	|  0.0017651      	|
on_train_epoch_end                 	|  0.00027383     	|25             	|  0.0068458      	|  0.0017373      	|
training_step_end                  	|  6.2404e-06     	|1000           	|  0.0062404      	|  0.0015836      	|
on_train_start                     	|  0.00069387     	|1              	|  0.00069387     	|  0.00017608     	|
on_epoch_start                     	|  1.0745e-05     	|25             	|  0.00026861     	|  6.8166e-05     	|
on_epoch_end                       	|  1.0522e-05     	|25             	|  0.00026306     	|  6.6758e-05     	|
on_fit_end                         	|  2.2452e-05     	|1              	|  2.2452e-05     	|  5.6977e-06     	|
on_before_accelerator_backend_setup	|  2.1991e-05     	|1              	|  2.1991e-05     	|  5.5807e-06     	|
on_fit_start                       	|  1.7773e-05     	|1              	|  1.7773e-05     	|  4.5103e-06     	|
on_configure_sharded_model         	|  1.5619e-05     	|1              	|  1.5619e-05     	|  3.9637e-06     	|
setup                              	|  1.4768e-05     	|1              	|  1.4768e-05     	|  3.7477e-06     	|
on_pretrain_routine_end            	|  1.2463e-05     	|1              	|  1.2463e-05     	|  3.1628e-06     	|
teardown                           	|  1.07e-05       	|1              	|  1.07e-05       	|  2.7153e-06     	|
prepare_data                       	|  8.436e-06      	|1              	|  8.436e-06      	|  2.1408e-06     	|
configure_callbacks                	|  7.2641e-06     	|1              	|  7.2641e-06     	|  1.8434e-06     	|
configure_sharded_model            	|  4.889e-06      	|1              	|  4.889e-06      	|  1.2407e-06     	|
on_train_dataloader                	|  4.5081e-06     	|1              	|  4.5081e-06     	|  1.144e-06      	|
on_val_dataloader                  	|  4.478e-06      	|1              	|  4.478e-06      	|  1.1364e-06     	|
