FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  507.02         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  0.96578        	|500            	|  482.89         	|  95.241         	|
run_training_batch                 	|  0.30177        	|1000           	|  301.77         	|  59.519         	|
optimizer_step_with_closure_0      	|  0.29906        	|1000           	|  299.06         	|  58.984         	|
training_step_and_backward         	|  0.22574        	|1000           	|  225.74         	|  44.524         	|
model_forward                      	|  0.1388         	|1000           	|  138.8          	|  27.376         	|
training_step                      	|  0.13863        	|1000           	|  138.63         	|  27.343         	|
backward                           	|  0.085564       	|1000           	|  85.564         	|  16.876         	|
get_train_batch                    	|  0.03322        	|1500           	|  49.83          	|  9.8279         	|
fetch_next_train_batch             	|  0.033187       	|1500           	|  49.781         	|  9.8182         	|
on_train_batch_end                 	|  0.0013618      	|1000           	|  1.3618         	|  0.2686         	|
zero_grad                          	|  0.0013484      	|1000           	|  1.3484         	|  0.26594        	|
training_batch_to_device           	|  0.00061485     	|1000           	|  0.61485        	|  0.12127        	|
on_train_epoch_start               	|  0.00027756     	|500            	|  0.13878        	|  0.027372       	|
on_train_epoch_end                 	|  0.00027405     	|500            	|  0.13703        	|  0.027026       	|
on_train_batch_start               	|  0.0001083      	|1000           	|  0.1083         	|  0.02136        	|
on_batch_start                     	|  3.7653e-05     	|1000           	|  0.037653       	|  0.0074262      	|
on_pretrain_routine_start          	|  0.027124       	|1              	|  0.027124       	|  0.0053497      	|
on_train_end                       	|  0.023954       	|1              	|  0.023954       	|  0.0047244      	|
on_before_zero_grad                	|  2.1755e-05     	|1000           	|  0.021755       	|  0.0042907      	|
on_batch_end                       	|  1.4714e-05     	|1000           	|  0.014714       	|  0.0029021      	|
on_after_backward                  	|  1.219e-05      	|1000           	|  0.01219        	|  0.0024042      	|
on_before_optimizer_step           	|  1.2066e-05     	|1000           	|  0.012066       	|  0.0023797      	|
on_before_backward                 	|  1.0774e-05     	|1000           	|  0.010774       	|  0.0021249      	|
configure_optimizers               	|  0.0083958      	|1              	|  0.0083958      	|  0.0016559      	|
training_step_end                  	|  7.8599e-06     	|1000           	|  0.0078599      	|  0.0015502      	|
on_epoch_start                     	|  1.0513e-05     	|500            	|  0.0052564      	|  0.0010367      	|
on_epoch_end                       	|  9.9872e-06     	|500            	|  0.0049936      	|  0.00098489     	|
on_train_start                     	|  0.00085989     	|1              	|  0.00085989     	|  0.0001696      	|
setup                              	|  2.5237e-05     	|1              	|  2.5237e-05     	|  4.9775e-06     	|
on_fit_end                         	|  2.3925e-05     	|1              	|  2.3925e-05     	|  4.7187e-06     	|
on_before_accelerator_backend_setup	|  2.3614e-05     	|1              	|  2.3614e-05     	|  4.6574e-06     	|
on_fit_start                       	|  1.8575e-05     	|1              	|  1.8575e-05     	|  3.6635e-06     	|
on_configure_sharded_model         	|  1.7422e-05     	|1              	|  1.7422e-05     	|  3.4361e-06     	|
on_pretrain_routine_end            	|  1.2974e-05     	|1              	|  1.2974e-05     	|  2.5589e-06     	|
teardown                           	|  1.1101e-05     	|1              	|  1.1101e-05     	|  2.1894e-06     	|
prepare_data                       	|  1.052e-05      	|1              	|  1.052e-05      	|  2.0749e-06     	|
on_train_dataloader                	|  6.7931e-06     	|1              	|  6.7931e-06     	|  1.3398e-06     	|
configure_callbacks                	|  6.643e-06      	|1              	|  6.643e-06      	|  1.3102e-06     	|
configure_sharded_model            	|  4.819e-06      	|1              	|  4.819e-06      	|  9.5045e-07     	|
on_val_dataloader                  	|  4.7691e-06     	|1              	|  4.7691e-06     	|  9.406e-07      	|
