FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1155.8         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.2751         	|500            	|  1137.5         	|  98.421         	|
run_training_batch                 	|  0.30621        	|1000           	|  306.21         	|  26.493         	|
optimizer_step_with_closure_0      	|  0.30159        	|1000           	|  301.59         	|  26.093         	|
training_step_and_backward         	|  0.23236        	|1000           	|  232.36         	|  20.104         	|
get_train_batch                    	|  0.10949        	|1500           	|  164.23         	|  14.209         	|
fetch_next_train_batch             	|  0.10944        	|1500           	|  164.16         	|  14.203         	|
model_forward                      	|  0.11545        	|1000           	|  115.45         	|  9.9887         	|
backward                           	|  0.11526        	|1000           	|  115.26         	|  9.972          	|
training_step                      	|  0.1152         	|1000           	|  115.2          	|  9.9674         	|
on_train_batch_end                 	|  0.0025087      	|1000           	|  2.5087         	|  0.21706        	|
zero_grad                          	|  0.0016112      	|1000           	|  1.6112         	|  0.1394         	|
training_batch_to_device           	|  0.00077095     	|1000           	|  0.77095        	|  0.066703       	|
on_train_epoch_end                 	|  0.00035357     	|500            	|  0.17679        	|  0.015296       	|
on_train_epoch_start               	|  0.00034585     	|500            	|  0.17293        	|  0.014962       	|
on_train_batch_start               	|  0.00011456     	|1000           	|  0.11456        	|  0.009912       	|
on_batch_start                     	|  5.1639e-05     	|1000           	|  0.051639       	|  0.0044678      	|
on_train_end                       	|  0.043693       	|1              	|  0.043693       	|  0.0037804      	|
on_after_backward                  	|  2.7617e-05     	|1000           	|  0.027617       	|  0.0023894      	|
on_before_zero_grad                	|  2.3979e-05     	|1000           	|  0.023979       	|  0.0020747      	|
on_pretrain_routine_start          	|  0.022301       	|1              	|  0.022301       	|  0.0019295      	|
on_before_optimizer_step           	|  1.7797e-05     	|1000           	|  0.017797       	|  0.0015398      	|
on_batch_end                       	|  1.6781e-05     	|1000           	|  0.016781       	|  0.0014519      	|
on_before_backward                 	|  1.6089e-05     	|1000           	|  0.016089       	|  0.001392       	|
training_step_end                  	|  1.1131e-05     	|1000           	|  0.011131       	|  0.00096307     	|
configure_optimizers               	|  0.011099       	|1              	|  0.011099       	|  0.00096028     	|
on_epoch_end                       	|  1.64e-05       	|500            	|  0.0082002      	|  0.00070949     	|
on_epoch_start                     	|  1.1573e-05     	|500            	|  0.0057866      	|  0.00050066     	|
on_train_start                     	|  0.001093       	|1              	|  0.001093       	|  9.4565e-05     	|
on_fit_end                         	|  7.2079e-05     	|1              	|  7.2079e-05     	|  6.2363e-06     	|
on_fit_start                       	|  4.5504e-05     	|1              	|  4.5504e-05     	|  3.9371e-06     	|
on_before_accelerator_backend_setup	|  2.512e-05      	|1              	|  2.512e-05      	|  2.1734e-06     	|
on_configure_sharded_model         	|  2.1519e-05     	|1              	|  2.1519e-05     	|  1.8619e-06     	|
setup                              	|  1.9923e-05     	|1              	|  1.9923e-05     	|  1.7237e-06     	|
teardown                           	|  1.9446e-05     	|1              	|  1.9446e-05     	|  1.6825e-06     	|
on_pretrain_routine_end            	|  1.5661e-05     	|1              	|  1.5661e-05     	|  1.355e-06      	|
prepare_data                       	|  1.1249e-05     	|1              	|  1.1249e-05     	|  9.7323e-07     	|
on_val_dataloader                  	|  9.0692e-06     	|1              	|  9.0692e-06     	|  7.8467e-07     	|
configure_callbacks                	|  8.9612e-06     	|1              	|  8.9612e-06     	|  7.7533e-07     	|
on_train_dataloader                	|  7.5791e-06     	|1              	|  7.5791e-06     	|  6.5575e-07     	|
configure_sharded_model            	|  7.3481e-06     	|1              	|  7.3481e-06     	|  6.3577e-07     	|
