FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1127.9         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.2177         	|500            	|  1108.9         	|  98.316         	|
run_training_batch                 	|  0.36787        	|1000           	|  367.87         	|  32.617         	|
optimizer_step_with_closure_0      	|  0.3648         	|1000           	|  364.8          	|  32.344         	|
training_step_and_backward         	|  0.26149        	|1000           	|  261.49         	|  23.185         	|
model_forward                      	|  0.13572        	|1000           	|  135.72         	|  12.034         	|
training_step                      	|  0.1355         	|1000           	|  135.5          	|  12.014         	|
backward                           	|  0.12428        	|1000           	|  124.28         	|  11.019         	|
get_train_batch                    	|  0.082848       	|1500           	|  124.27         	|  11.018         	|
fetch_next_train_batch             	|  0.0828         	|1500           	|  124.2          	|  11.012         	|
on_train_batch_end                 	|  0.0022588      	|1000           	|  2.2588         	|  0.20027        	|
zero_grad                          	|  0.0014426      	|1000           	|  1.4426         	|  0.1279         	|
training_batch_to_device           	|  0.00059561     	|1000           	|  0.59561        	|  0.052809       	|
on_train_epoch_start               	|  0.0003586      	|500            	|  0.1793         	|  0.015897       	|
on_train_epoch_end                 	|  0.00035543     	|500            	|  0.17772        	|  0.015757       	|
on_train_batch_start               	|  0.0001102      	|1000           	|  0.1102         	|  0.009771       	|
on_batch_start                     	|  6.0277e-05     	|1000           	|  0.060277       	|  0.0053444      	|
on_train_end                       	|  0.042209       	|1              	|  0.042209       	|  0.0037424      	|
on_pretrain_routine_start          	|  0.024187       	|1              	|  0.024187       	|  0.0021445      	|
on_after_backward                  	|  2.3816e-05     	|1000           	|  0.023816       	|  0.0021116      	|
on_before_zero_grad                	|  2.115e-05      	|1000           	|  0.02115        	|  0.0018752      	|
on_batch_end                       	|  1.8395e-05     	|1000           	|  0.018395       	|  0.001631       	|
on_before_backward                 	|  1.7211e-05     	|1000           	|  0.017211       	|  0.001526       	|
on_before_optimizer_step           	|  1.6255e-05     	|1000           	|  0.016255       	|  0.0014412      	|
configure_optimizers               	|  0.01134        	|1              	|  0.01134        	|  0.0010055      	|
training_step_end                  	|  8.7672e-06     	|1000           	|  0.0087672      	|  0.00077733     	|
on_epoch_start                     	|  1.1596e-05     	|500            	|  0.005798       	|  0.00051407     	|
on_epoch_end                       	|  1.1093e-05     	|500            	|  0.0055465      	|  0.00049177     	|
on_train_start                     	|  0.0027321      	|1              	|  0.0027321      	|  0.00024223     	|
on_fit_start                       	|  4.2008e-05     	|1              	|  4.2008e-05     	|  3.7246e-06     	|
on_before_accelerator_backend_setup	|  4.0378e-05     	|1              	|  4.0378e-05     	|  3.5801e-06     	|
on_configure_sharded_model         	|  3.2056e-05     	|1              	|  3.2056e-05     	|  2.8422e-06     	|
on_fit_end                         	|  2.6753e-05     	|1              	|  2.6753e-05     	|  2.372e-06      	|
setup                              	|  2.2734e-05     	|1              	|  2.2734e-05     	|  2.0156e-06     	|
on_pretrain_routine_end            	|  1.7444e-05     	|1              	|  1.7444e-05     	|  1.5466e-06     	|
teardown                           	|  1.3964e-05     	|1              	|  1.3964e-05     	|  1.2381e-06     	|
prepare_data                       	|  9.7696e-06     	|1              	|  9.7696e-06     	|  8.662e-07      	|
configure_callbacks                	|  9.587e-06      	|1              	|  9.587e-06      	|  8.5002e-07     	|
on_val_dataloader                  	|  8.7116e-06     	|1              	|  8.7116e-06     	|  7.724e-07      	|
configure_sharded_model            	|  6.834e-06      	|1              	|  6.834e-06      	|  6.0593e-07     	|
on_train_dataloader                	|  6.0759e-06     	|1              	|  6.0759e-06     	|  5.3871e-07     	|
