FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  541.6          	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  8.2135         	|63             	|  517.45         	|  95.54          	|
run_training_batch                 	|  0.37854        	|1000           	|  378.54         	|  69.892         	|
optimizer_step_with_closure_0      	|  0.37545        	|1000           	|  375.45         	|  69.322         	|
training_step_and_backward         	|  0.27046        	|1000           	|  270.46         	|  49.937         	|
model_forward                      	|  0.13744        	|1000           	|  137.44         	|  25.377         	|
training_step                      	|  0.13725        	|1000           	|  137.25         	|  25.341         	|
backward                           	|  0.13144        	|1000           	|  131.44         	|  24.269         	|
get_train_batch                    	|  0.029892       	|1063           	|  31.775         	|  5.8669         	|
fetch_next_train_batch             	|  0.029867       	|1063           	|  31.749         	|  5.862          	|
on_train_batch_end                 	|  0.0022185      	|1000           	|  2.2185         	|  0.40963        	|
zero_grad                          	|  0.0015266      	|1000           	|  1.5266         	|  0.28186        	|
training_batch_to_device           	|  0.00033352     	|1000           	|  0.33352        	|  0.061579       	|
on_train_batch_start               	|  9.8713e-05     	|1000           	|  0.098713       	|  0.018226       	|
on_train_end                       	|  0.045239       	|1              	|  0.045239       	|  0.0083528      	|
on_train_epoch_end                 	|  0.00042446     	|63             	|  0.026741       	|  0.0049373      	|
on_train_epoch_start               	|  0.00039806     	|63             	|  0.025078       	|  0.0046303      	|
on_after_backward                  	|  2.4317e-05     	|1000           	|  0.024317       	|  0.0044898      	|
on_pretrain_routine_start          	|  0.022938       	|1              	|  0.022938       	|  0.0042351      	|
on_batch_start                     	|  2.1501e-05     	|1000           	|  0.021501       	|  0.0039699      	|
on_batch_end                       	|  1.8354e-05     	|1000           	|  0.018354       	|  0.0033888      	|
on_before_zero_grad                	|  1.7273e-05     	|1000           	|  0.017273       	|  0.0031893      	|
on_before_optimizer_step           	|  1.5676e-05     	|1000           	|  0.015676       	|  0.0028943      	|
on_before_backward                 	|  1.3718e-05     	|1000           	|  0.013718       	|  0.0025329      	|
configure_optimizers               	|  0.011955       	|1              	|  0.011955       	|  0.0022072      	|
training_step_end                  	|  7.0433e-06     	|1000           	|  0.0070433      	|  0.0013004      	|
on_train_start                     	|  0.0019166      	|1              	|  0.0019166      	|  0.00035388     	|
on_epoch_end                       	|  1.2912e-05     	|63             	|  0.00081344     	|  0.00015019     	|
on_epoch_start                     	|  1.1602e-05     	|63             	|  0.00073094     	|  0.00013496     	|
on_fit_start                       	|  4.3981e-05     	|1              	|  4.3981e-05     	|  8.1205e-06     	|
on_before_accelerator_backend_setup	|  4.1321e-05     	|1              	|  4.1321e-05     	|  7.6294e-06     	|
on_configure_sharded_model         	|  3.0117e-05     	|1              	|  3.0117e-05     	|  5.5607e-06     	|
on_fit_end                         	|  2.7427e-05     	|1              	|  2.7427e-05     	|  5.0641e-06     	|
setup                              	|  2.3033e-05     	|1              	|  2.3033e-05     	|  4.2528e-06     	|
configure_callbacks                	|  1.7243e-05     	|1              	|  1.7243e-05     	|  3.1836e-06     	|
teardown                           	|  1.6605e-05     	|1              	|  1.6605e-05     	|  3.066e-06      	|
on_pretrain_routine_end            	|  1.5147e-05     	|1              	|  1.5147e-05     	|  2.7967e-06     	|
prepare_data                       	|  9.0208e-06     	|1              	|  9.0208e-06     	|  1.6656e-06     	|
on_val_dataloader                  	|  8.4005e-06     	|1              	|  8.4005e-06     	|  1.551e-06      	|
on_train_dataloader                	|  8.2757e-06     	|1              	|  8.2757e-06     	|  1.528e-06      	|
configure_sharded_model            	|  7.8566e-06     	|1              	|  7.8566e-06     	|  1.4506e-06     	|
