FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1347.8         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.6594         	|500            	|  1329.7         	|  98.654         	|
run_training_batch                 	|  0.38213        	|1000           	|  382.13         	|  28.352         	|
optimizer_step_with_closure_0      	|  0.3779         	|1000           	|  377.9          	|  28.038         	|
training_step_and_backward         	|  0.2748         	|1000           	|  274.8          	|  20.388         	|
get_train_batch                    	|  0.10341        	|1500           	|  155.12         	|  11.509         	|
fetch_next_train_batch             	|  0.10337        	|1500           	|  155.06         	|  11.504         	|
model_forward                      	|  0.14054        	|1000           	|  140.54         	|  10.427         	|
training_step                      	|  0.14032        	|1000           	|  140.32         	|  10.411         	|
backward                           	|  0.13279        	|1000           	|  132.79         	|  9.8524         	|
on_train_batch_end                 	|  0.0023598      	|1000           	|  2.3598         	|  0.17508        	|
zero_grad                          	|  0.0014225      	|1000           	|  1.4225         	|  0.10554        	|
training_batch_to_device           	|  0.00060975     	|1000           	|  0.60975        	|  0.045239       	|
on_train_epoch_start               	|  0.000365       	|500            	|  0.1825         	|  0.01354        	|
on_train_epoch_end                 	|  0.00035818     	|500            	|  0.17909        	|  0.013287       	|
on_train_batch_start               	|  0.00011419     	|1000           	|  0.11419        	|  0.0084724      	|
on_batch_start                     	|  4.7445e-05     	|1000           	|  0.047445       	|  0.0035201      	|
on_train_end                       	|  0.043716       	|1              	|  0.043716       	|  0.0032434      	|
on_after_backward                  	|  2.5286e-05     	|1000           	|  0.025286       	|  0.001876       	|
on_before_zero_grad                	|  2.3379e-05     	|1000           	|  0.023379       	|  0.0017345      	|
on_pretrain_routine_start          	|  0.022387       	|1              	|  0.022387       	|  0.001661       	|
on_batch_end                       	|  1.602e-05      	|1000           	|  0.01602        	|  0.0011886      	|
on_before_optimizer_step           	|  1.5818e-05     	|1000           	|  0.015818       	|  0.0011736      	|
on_before_backward                 	|  1.3973e-05     	|1000           	|  0.013973       	|  0.0010367      	|
configure_optimizers               	|  0.0099344      	|1              	|  0.0099344      	|  0.00073707     	|
training_step_end                  	|  8.7263e-06     	|1000           	|  0.0087263      	|  0.00064743     	|
on_epoch_end                       	|  1.2333e-05     	|500            	|  0.0061663      	|  0.0004575      	|
on_epoch_start                     	|  1.1241e-05     	|500            	|  0.0056204      	|  0.00041699     	|
on_train_start                     	|  0.002305       	|1              	|  0.002305       	|  0.00017102     	|
on_fit_start                       	|  3.9702e-05     	|1              	|  3.9702e-05     	|  2.9456e-06     	|
on_before_accelerator_backend_setup	|  2.839e-05      	|1              	|  2.839e-05      	|  2.1064e-06     	|
on_fit_end                         	|  2.6446e-05     	|1              	|  2.6446e-05     	|  1.9621e-06     	|
setup                              	|  2.5023e-05     	|1              	|  2.5023e-05     	|  1.8565e-06     	|
on_configure_sharded_model         	|  2.33e-05       	|1              	|  2.33e-05       	|  1.7287e-06     	|
teardown                           	|  1.4262e-05     	|1              	|  1.4262e-05     	|  1.0582e-06     	|
on_pretrain_routine_end            	|  1.3081e-05     	|1              	|  1.3081e-05     	|  9.7055e-07     	|
configure_callbacks                	|  8.7526e-06     	|1              	|  8.7526e-06     	|  6.4938e-07     	|
prepare_data                       	|  8.0243e-06     	|1              	|  8.0243e-06     	|  5.9535e-07     	|
configure_sharded_model            	|  7.3481e-06     	|1              	|  7.3481e-06     	|  5.4518e-07     	|
on_val_dataloader                  	|  7.0203e-06     	|1              	|  7.0203e-06     	|  5.2086e-07     	|
on_train_dataloader                	|  6.618e-06      	|1              	|  6.618e-06      	|  4.9101e-07     	|
