FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  372.47         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  14.109         	|25             	|  352.72         	|  94.697         	|
run_training_batch                 	|  0.28902        	|1000           	|  289.02         	|  77.597         	|
optimizer_step_with_closure_0      	|  0.28456        	|1000           	|  284.56         	|  76.399         	|
training_step_and_backward         	|  0.2221         	|1000           	|  222.1          	|  59.63          	|
backward                           	|  0.11475        	|1000           	|  114.75         	|  30.807         	|
model_forward                      	|  0.10581        	|1000           	|  105.81         	|  28.407         	|
training_step                      	|  0.10557        	|1000           	|  105.57         	|  28.343         	|
get_train_batch                    	|  0.014158       	|1025           	|  14.512         	|  3.8962         	|
fetch_next_train_batch             	|  0.014133       	|1025           	|  14.487         	|  3.8894         	|
on_train_batch_end                 	|  0.0025833      	|1000           	|  2.5833         	|  0.69355        	|
zero_grad                          	|  0.0015146      	|1000           	|  1.5146         	|  0.40664        	|
training_batch_to_device           	|  0.00031588     	|1000           	|  0.31588        	|  0.084806       	|
on_train_batch_start               	|  9.7876e-05     	|1000           	|  0.097876       	|  0.026277       	|
on_train_end                       	|  0.051646       	|1              	|  0.051646       	|  0.013866       	|
on_after_backward                  	|  2.9106e-05     	|1000           	|  0.029106       	|  0.0078142      	|
on_pretrain_routine_start          	|  0.027505       	|1              	|  0.027505       	|  0.0073844      	|
on_batch_start                     	|  2.1397e-05     	|1000           	|  0.021397       	|  0.0057446      	|
on_before_zero_grad                	|  1.9781e-05     	|1000           	|  0.019781       	|  0.0053108      	|
on_batch_end                       	|  1.6136e-05     	|1000           	|  0.016136       	|  0.0043322      	|
on_train_epoch_start               	|  0.0005819      	|25             	|  0.014548       	|  0.0039057      	|
on_before_optimizer_step           	|  1.4251e-05     	|1000           	|  0.014251       	|  0.0038261      	|
on_before_backward                 	|  1.3245e-05     	|1000           	|  0.013245       	|  0.003556       	|
on_train_epoch_end                 	|  0.00048078     	|25             	|  0.01202        	|  0.003227       	|
configure_optimizers               	|  0.010098       	|1              	|  0.010098       	|  0.0027112      	|
training_step_end                  	|  7.6966e-06     	|1000           	|  0.0076966      	|  0.0020664      	|
on_train_start                     	|  0.0011107      	|1              	|  0.0011107      	|  0.0002982      	|
on_epoch_end                       	|  1.2867e-05     	|25             	|  0.00032168     	|  8.6365e-05     	|
on_epoch_start                     	|  1.1746e-05     	|25             	|  0.00029365     	|  7.8839e-05     	|
on_fit_end                         	|  5.8321e-05     	|1              	|  5.8321e-05     	|  1.5658e-05     	|
on_fit_start                       	|  4.3355e-05     	|1              	|  4.3355e-05     	|  1.164e-05      	|
setup                              	|  2.9206e-05     	|1              	|  2.9206e-05     	|  7.8412e-06     	|
on_before_accelerator_backend_setup	|  2.3091e-05     	|1              	|  2.3091e-05     	|  6.1995e-06     	|
on_configure_sharded_model         	|  1.9195e-05     	|1              	|  1.9195e-05     	|  5.1533e-06     	|
teardown                           	|  1.896e-05      	|1              	|  1.896e-05      	|  5.0903e-06     	|
on_pretrain_routine_end            	|  1.4408e-05     	|1              	|  1.4408e-05     	|  3.8681e-06     	|
configure_sharded_model            	|  1.0874e-05     	|1              	|  1.0874e-05     	|  2.9195e-06     	|
prepare_data                       	|  8.693e-06      	|1              	|  8.693e-06      	|  2.3339e-06     	|
on_train_dataloader                	|  6.9588e-06     	|1              	|  6.9588e-06     	|  1.8683e-06     	|
on_val_dataloader                  	|  6.8955e-06     	|1              	|  6.8955e-06     	|  1.8513e-06     	|
configure_callbacks                	|  5.8096e-06     	|1              	|  5.8096e-06     	|  1.5597e-06     	|
