FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  346.17         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  15.869         	|21             	|  333.24         	|  96.265         	|
run_training_batch                 	|  0.31915        	|1000           	|  319.15         	|  92.194         	|
optimizer_step_with_closure_0      	|  0.31618        	|1000           	|  316.18         	|  91.336         	|
training_step_and_backward         	|  0.24264        	|1000           	|  242.64         	|  70.093         	|
backward                           	|  0.12146        	|1000           	|  121.46         	|  35.086         	|
model_forward                      	|  0.11962        	|1000           	|  119.62         	|  34.555         	|
training_step                      	|  0.11941        	|1000           	|  119.41         	|  34.495         	|
get_train_batch                    	|  0.0046822      	|1021           	|  4.7805         	|  1.381          	|
fetch_next_train_batch             	|  0.0046599      	|1021           	|  4.7577         	|  1.3744         	|
on_train_batch_end                 	|  0.0019642      	|1000           	|  1.9642         	|  0.56741        	|
zero_grad                          	|  0.0015341      	|1000           	|  1.5341         	|  0.44317        	|
training_batch_to_device           	|  0.00029891     	|1000           	|  0.29891        	|  0.086348       	|
on_train_batch_start               	|  0.00011365     	|1000           	|  0.11365        	|  0.032832       	|
on_train_end                       	|  0.028723       	|1              	|  0.028723       	|  0.0082973      	|
on_pretrain_routine_start          	|  0.026355       	|1              	|  0.026355       	|  0.0076132      	|
on_after_backward                  	|  2.3736e-05     	|1000           	|  0.023736       	|  0.0068567      	|
on_batch_start                     	|  2.1095e-05     	|1000           	|  0.021095       	|  0.0060937      	|
on_batch_end                       	|  1.6997e-05     	|1000           	|  0.016997       	|  0.0049099      	|
on_before_zero_grad                	|  1.6094e-05     	|1000           	|  0.016094       	|  0.004649       	|
on_before_optimizer_step           	|  1.3761e-05     	|1000           	|  0.013761       	|  0.0039753      	|
on_before_backward                 	|  1.3234e-05     	|1000           	|  0.013234       	|  0.003823       	|
on_train_epoch_end                 	|  0.00048505     	|21             	|  0.010186       	|  0.0029425      	|
on_train_epoch_start               	|  0.00047904     	|21             	|  0.01006        	|  0.002906       	|
configure_optimizers               	|  0.0090881      	|1              	|  0.0090881      	|  0.0026253      	|
training_step_end                  	|  7.9992e-06     	|1000           	|  0.0079992      	|  0.0023108      	|
on_train_start                     	|  0.0015513      	|1              	|  0.0015513      	|  0.00044814     	|
on_epoch_end                       	|  1.1434e-05     	|21             	|  0.00024012     	|  6.9364e-05     	|
on_epoch_start                     	|  1.0776e-05     	|21             	|  0.00022629     	|  6.537e-05      	|
on_fit_end                         	|  2.7692e-05     	|1              	|  2.7692e-05     	|  7.9995e-06     	|
setup                              	|  2.4764e-05     	|1              	|  2.4764e-05     	|  7.1537e-06     	|
on_pretrain_routine_end            	|  2.2136e-05     	|1              	|  2.2136e-05     	|  6.3945e-06     	|
on_before_accelerator_backend_setup	|  2.1319e-05     	|1              	|  2.1319e-05     	|  6.1585e-06     	|
on_configure_sharded_model         	|  2.0581e-05     	|1              	|  2.0581e-05     	|  5.9453e-06     	|
on_fit_start                       	|  1.7747e-05     	|1              	|  1.7747e-05     	|  5.1267e-06     	|
teardown                           	|  1.1472e-05     	|1              	|  1.1472e-05     	|  3.314e-06      	|
prepare_data                       	|  1.079e-05      	|1              	|  1.079e-05      	|  3.117e-06      	|
configure_sharded_model            	|  7.677e-06      	|1              	|  7.677e-06      	|  2.2177e-06     	|
on_val_dataloader                  	|  7.267e-06      	|1              	|  7.267e-06      	|  2.0993e-06     	|
on_train_dataloader                	|  7.0721e-06     	|1              	|  7.0721e-06     	|  2.0429e-06     	|
configure_callbacks                	|  5.72e-06       	|1              	|  5.72e-06       	|  1.6524e-06     	|
