FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1304.4         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.577          	|500            	|  1288.5         	|  98.783         	|
run_training_batch                 	|  0.28803        	|1000           	|  288.03         	|  22.082         	|
optimizer_step_with_closure_0      	|  0.28431        	|1000           	|  284.31         	|  21.796         	|
training_step_and_backward         	|  0.21502        	|1000           	|  215.02         	|  16.484         	|
get_train_batch                    	|  0.1229         	|1500           	|  184.34         	|  14.133         	|
fetch_next_train_batch             	|  0.12285        	|1500           	|  184.28         	|  14.128         	|
model_forward                      	|  0.11211        	|1000           	|  112.11         	|  8.595          	|
training_step                      	|  0.11187        	|1000           	|  111.87         	|  8.5766         	|
backward                           	|  0.10123        	|1000           	|  101.23         	|  7.7607         	|
on_train_batch_end                 	|  0.0024318      	|1000           	|  2.4318         	|  0.18643        	|
zero_grad                          	|  0.0016338      	|1000           	|  1.6338         	|  0.12525        	|
training_batch_to_device           	|  0.00077983     	|1000           	|  0.77983        	|  0.059785       	|
on_train_epoch_end                 	|  0.00034608     	|500            	|  0.17304        	|  0.013266       	|
on_train_epoch_start               	|  0.00033346     	|500            	|  0.16673        	|  0.012782       	|
on_train_batch_start               	|  0.00012232     	|1000           	|  0.12232        	|  0.0093776      	|
on_batch_start                     	|  5.4558e-05     	|1000           	|  0.054558       	|  0.0041826      	|
on_train_end                       	|  0.043643       	|1              	|  0.043643       	|  0.0033458      	|
on_after_backward                  	|  2.6717e-05     	|1000           	|  0.026717       	|  0.0020482      	|
on_before_zero_grad                	|  2.3418e-05     	|1000           	|  0.023418       	|  0.0017954      	|
on_pretrain_routine_start          	|  0.022812       	|1              	|  0.022812       	|  0.0017489      	|
on_before_optimizer_step           	|  1.8418e-05     	|1000           	|  0.018418       	|  0.001412       	|
on_batch_end                       	|  1.5987e-05     	|1000           	|  0.015987       	|  0.0012256      	|
on_before_backward                 	|  1.5912e-05     	|1000           	|  0.015912       	|  0.0012199      	|
training_step_end                  	|  1.081e-05      	|1000           	|  0.01081        	|  0.00082876     	|
configure_optimizers               	|  0.0085372      	|1              	|  0.0085372      	|  0.0006545      	|
on_epoch_end                       	|  1.1585e-05     	|500            	|  0.0057925      	|  0.00044407     	|
on_epoch_start                     	|  1.1188e-05     	|500            	|  0.0055939      	|  0.00042885     	|
on_train_start                     	|  0.0007043      	|1              	|  0.0007043      	|  5.3994e-05     	|
on_fit_end                         	|  3.2624e-05     	|1              	|  3.2624e-05     	|  2.5011e-06     	|
setup                              	|  2.4579e-05     	|1              	|  2.4579e-05     	|  1.8844e-06     	|
on_configure_sharded_model         	|  2.4233e-05     	|1              	|  2.4233e-05     	|  1.8578e-06     	|
on_before_accelerator_backend_setup	|  2.2724e-05     	|1              	|  2.2724e-05     	|  1.7421e-06     	|
on_fit_start                       	|  2.2702e-05     	|1              	|  2.2702e-05     	|  1.7404e-06     	|
teardown                           	|  1.5434e-05     	|1              	|  1.5434e-05     	|  1.1832e-06     	|
on_pretrain_routine_end            	|  1.3201e-05     	|1              	|  1.3201e-05     	|  1.012e-06      	|
prepare_data                       	|  8.6837e-06     	|1              	|  8.6837e-06     	|  6.6572e-07     	|
configure_sharded_model            	|  8.5384e-06     	|1              	|  8.5384e-06     	|  6.5458e-07     	|
configure_callbacks                	|  7.5866e-06     	|1              	|  7.5866e-06     	|  5.8161e-07     	|
on_train_dataloader                	|  7.052e-06      	|1              	|  7.052e-06      	|  5.4063e-07     	|
on_val_dataloader                  	|  6.2231e-06     	|1              	|  6.2231e-06     	|  4.7709e-07     	|
