FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  497.73         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  0.94957        	|500            	|  474.78         	|  95.39          	|
run_training_batch                 	|  0.3213         	|1000           	|  321.3          	|  64.553         	|
optimizer_step_with_closure_0      	|  0.31859        	|1000           	|  318.59         	|  64.008         	|
training_step_and_backward         	|  0.2392         	|1000           	|  239.2          	|  48.058         	|
model_forward                      	|  0.14832        	|1000           	|  148.32         	|  29.799         	|
training_step                      	|  0.14815        	|1000           	|  148.15         	|  29.765         	|
backward                           	|  0.089517       	|1000           	|  89.517         	|  17.985         	|
get_train_batch                    	|  0.029446       	|1500           	|  44.17          	|  8.8742         	|
fetch_next_train_batch             	|  0.029414       	|1500           	|  44.121         	|  8.8645         	|
zero_grad                          	|  0.001334       	|1000           	|  1.334          	|  0.26801        	|
on_train_batch_end                 	|  0.0013214      	|1000           	|  1.3214         	|  0.26549        	|
training_batch_to_device           	|  0.00060329     	|1000           	|  0.60329        	|  0.12121        	|
on_train_epoch_start               	|  0.00027465     	|500            	|  0.13732        	|  0.02759        	|
on_train_epoch_end                 	|  0.00026392     	|500            	|  0.13196        	|  0.026512       	|
on_train_batch_start               	|  0.00010733     	|1000           	|  0.10733        	|  0.021564       	|
on_batch_start                     	|  3.5868e-05     	|1000           	|  0.035868       	|  0.0072062      	|
on_train_end                       	|  0.024373       	|1              	|  0.024373       	|  0.0048969      	|
on_pretrain_routine_start          	|  0.022211       	|1              	|  0.022211       	|  0.0044624      	|
on_before_zero_grad                	|  2.0669e-05     	|1000           	|  0.020669       	|  0.0041527      	|
on_batch_end                       	|  1.3578e-05     	|1000           	|  0.013578       	|  0.002728       	|
on_before_optimizer_step           	|  1.2139e-05     	|1000           	|  0.012139       	|  0.0024389      	|
on_before_backward                 	|  1.1936e-05     	|1000           	|  0.011936       	|  0.0023981      	|
on_after_backward                  	|  1.1211e-05     	|1000           	|  0.011211       	|  0.0022524      	|
configure_optimizers               	|  0.008411       	|1              	|  0.008411       	|  0.0016899      	|
training_step_end                  	|  7.8937e-06     	|1000           	|  0.0078937      	|  0.0015859      	|
on_epoch_start                     	|  1.0867e-05     	|500            	|  0.0054337      	|  0.0010917      	|
on_epoch_end                       	|  1.0326e-05     	|500            	|  0.0051631      	|  0.0010373      	|
on_train_start                     	|  0.00073102     	|1              	|  0.00073102     	|  0.00014687     	|
on_fit_end                         	|  2.4486e-05     	|1              	|  2.4486e-05     	|  4.9195e-06     	|
on_before_accelerator_backend_setup	|  1.6581e-05     	|1              	|  1.6581e-05     	|  3.3313e-06     	|
on_fit_start                       	|  1.636e-05      	|1              	|  1.636e-05      	|  3.2869e-06     	|
on_configure_sharded_model         	|  1.3796e-05     	|1              	|  1.3796e-05     	|  2.7718e-06     	|
setup                              	|  1.2884e-05     	|1              	|  1.2884e-05     	|  2.5885e-06     	|
teardown                           	|  1.1612e-05     	|1              	|  1.1612e-05     	|  2.333e-06      	|
on_pretrain_routine_end            	|  9.227e-06      	|1              	|  9.227e-06      	|  1.8538e-06     	|
prepare_data                       	|  6.8931e-06     	|1              	|  6.8931e-06     	|  1.3849e-06     	|
configure_callbacks                	|  5.0799e-06     	|1              	|  5.0799e-06     	|  1.0206e-06     	|
on_val_dataloader                  	|  4.8999e-06     	|1              	|  4.8999e-06     	|  9.8445e-07     	|
configure_sharded_model            	|  4.689e-06      	|1              	|  4.689e-06      	|  9.4207e-07     	|
on_train_dataloader                	|  4.468e-06      	|1              	|  4.468e-06      	|  8.9768e-07     	|
