FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  737.05         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  3.5892         	|200            	|  717.84         	|  97.393         	|
run_training_batch                 	|  0.29511        	|1000           	|  295.11         	|  40.04          	|
optimizer_step_with_closure_0      	|  0.2913         	|1000           	|  291.3          	|  39.522         	|
training_step_and_backward         	|  0.22545        	|1000           	|  225.45         	|  30.588         	|
model_forward                      	|  0.11407        	|1000           	|  114.07         	|  15.476         	|
training_step                      	|  0.11385        	|1000           	|  113.85         	|  15.447         	|
backward                           	|  0.10981        	|1000           	|  109.81         	|  14.899         	|
get_train_batch                    	|  0.069956       	|1200           	|  83.947         	|  11.39          	|
fetch_next_train_batch             	|  0.069925       	|1200           	|  83.91          	|  11.385         	|
on_train_batch_end                 	|  0.0023882      	|1000           	|  2.3882         	|  0.32402        	|
zero_grad                          	|  0.0015302      	|1000           	|  1.5302         	|  0.20762        	|
training_batch_to_device           	|  0.00042005     	|1000           	|  0.42005        	|  0.056991       	|
on_train_batch_start               	|  0.00010765     	|1000           	|  0.10765        	|  0.014606       	|
on_train_epoch_start               	|  0.00035158     	|200            	|  0.070315       	|  0.00954        	|
on_train_epoch_end                 	|  0.0003247      	|200            	|  0.06494        	|  0.0088108      	|
on_train_end                       	|  0.059485       	|1              	|  0.059485       	|  0.0080707      	|
configure_optimizers               	|  0.036111       	|1              	|  0.036111       	|  0.0048994      	|
on_batch_start                     	|  3.5091e-05     	|1000           	|  0.035091       	|  0.004761       	|
on_after_backward                  	|  3.1029e-05     	|1000           	|  0.031029       	|  0.0042098      	|
on_pretrain_routine_start          	|  0.024034       	|1              	|  0.024034       	|  0.0032608      	|
on_before_zero_grad                	|  2.2481e-05     	|1000           	|  0.022481       	|  0.0030501      	|
on_batch_end                       	|  1.6777e-05     	|1000           	|  0.016777       	|  0.0022763      	|
on_before_optimizer_step           	|  1.4799e-05     	|1000           	|  0.014799       	|  0.0020079      	|
on_before_backward                 	|  1.4035e-05     	|1000           	|  0.014035       	|  0.0019043      	|
training_step_end                  	|  9.2035e-06     	|1000           	|  0.0092035      	|  0.0012487      	|
on_epoch_start                     	|  1.2234e-05     	|200            	|  0.0024468      	|  0.00033197     	|
on_epoch_end                       	|  1.2231e-05     	|200            	|  0.0024462      	|  0.00033189     	|
on_train_start                     	|  0.001158       	|1              	|  0.001158       	|  0.00015711     	|
on_fit_end                         	|  6.8117e-05     	|1              	|  6.8117e-05     	|  9.2418e-06     	|
on_fit_start                       	|  5.2145e-05     	|1              	|  5.2145e-05     	|  7.0748e-06     	|
on_before_accelerator_backend_setup	|  2.6086e-05     	|1              	|  2.6086e-05     	|  3.5393e-06     	|
setup                              	|  2.3326e-05     	|1              	|  2.3326e-05     	|  3.1648e-06     	|
on_configure_sharded_model         	|  2.1633e-05     	|1              	|  2.1633e-05     	|  2.935e-06      	|
on_pretrain_routine_end            	|  1.6958e-05     	|1              	|  1.6958e-05     	|  2.3007e-06     	|
teardown                           	|  1.5879e-05     	|1              	|  1.5879e-05     	|  2.1544e-06     	|
prepare_data                       	|  1.1643e-05     	|1              	|  1.1643e-05     	|  1.5797e-06     	|
configure_callbacks                	|  8.814e-06      	|1              	|  8.814e-06      	|  1.1959e-06     	|
on_val_dataloader                  	|  8.6967e-06     	|1              	|  8.6967e-06     	|  1.1799e-06     	|
on_train_dataloader                	|  7.5437e-06     	|1              	|  7.5437e-06     	|  1.0235e-06     	|
configure_sharded_model            	|  7.4171e-06     	|1              	|  7.4171e-06     	|  1.0063e-06     	|
