FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1254.5         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.4746         	|500            	|  1237.3         	|  98.627         	|
run_training_batch                 	|  0.28885        	|1000           	|  288.85         	|  23.025         	|
optimizer_step_with_closure_0      	|  0.28452        	|1000           	|  284.52         	|  22.679         	|
training_step_and_backward         	|  0.21741        	|1000           	|  217.41         	|  17.33          	|
get_train_batch                    	|  0.12306        	|1500           	|  184.59         	|  14.714         	|
fetch_next_train_batch             	|  0.12302        	|1500           	|  184.53         	|  14.709         	|
model_forward                      	|  0.10984        	|1000           	|  109.84         	|  8.7559         	|
training_step                      	|  0.1096         	|1000           	|  109.6          	|  8.7365         	|
backward                           	|  0.10595        	|1000           	|  105.95         	|  8.4456         	|
on_train_batch_end                 	|  0.0023243      	|1000           	|  2.3243         	|  0.18527        	|
zero_grad                          	|  0.0015723      	|1000           	|  1.5723         	|  0.12533        	|
training_batch_to_device           	|  0.00075377     	|1000           	|  0.75377        	|  0.060085       	|
on_train_epoch_start               	|  0.00037051     	|500            	|  0.18526        	|  0.014767       	|
on_train_epoch_end                 	|  0.00034321     	|500            	|  0.1716         	|  0.013679       	|
on_train_batch_start               	|  0.00011416     	|1000           	|  0.11416        	|  0.0091         	|
on_batch_start                     	|  4.9886e-05     	|1000           	|  0.049886       	|  0.0039765      	|
on_train_end                       	|  0.042831       	|1              	|  0.042831       	|  0.0034142      	|
on_after_backward                  	|  3.1731e-05     	|1000           	|  0.031731       	|  0.0025293      	|
on_before_zero_grad                	|  2.3695e-05     	|1000           	|  0.023695       	|  0.0018888      	|
on_pretrain_routine_start          	|  0.022018       	|1              	|  0.022018       	|  0.0017551      	|
on_before_backward                 	|  1.7729e-05     	|1000           	|  0.017729       	|  0.0014132      	|
on_batch_end                       	|  1.7557e-05     	|1000           	|  0.017557       	|  0.0013995      	|
on_before_optimizer_step           	|  1.7244e-05     	|1000           	|  0.017244       	|  0.0013746      	|
training_step_end                  	|  1.0555e-05     	|1000           	|  0.010555       	|  0.00084136     	|
configure_optimizers               	|  0.0081486      	|1              	|  0.0081486      	|  0.00064955     	|
on_epoch_end                       	|  1.1664e-05     	|500            	|  0.005832       	|  0.00046488     	|
on_epoch_start                     	|  1.1282e-05     	|500            	|  0.0056408      	|  0.00044964     	|
on_train_start                     	|  0.00077409     	|1              	|  0.00077409     	|  6.1705e-05     	|
on_fit_end                         	|  5.9646e-05     	|1              	|  5.9646e-05     	|  4.7545e-06     	|
on_before_accelerator_backend_setup	|  2.1664e-05     	|1              	|  2.1664e-05     	|  1.7269e-06     	|
setup                              	|  1.9876e-05     	|1              	|  1.9876e-05     	|  1.5844e-06     	|
on_fit_start                       	|  1.8176e-05     	|1              	|  1.8176e-05     	|  1.4488e-06     	|
on_configure_sharded_model         	|  1.7971e-05     	|1              	|  1.7971e-05     	|  1.4325e-06     	|
teardown                           	|  1.5551e-05     	|1              	|  1.5551e-05     	|  1.2396e-06     	|
on_pretrain_routine_end            	|  1.2977e-05     	|1              	|  1.2977e-05     	|  1.0344e-06     	|
configure_callbacks                	|  9.9167e-06     	|1              	|  9.9167e-06     	|  7.9048e-07     	|
prepare_data                       	|  7.8399e-06     	|1              	|  7.8399e-06     	|  6.2493e-07     	|
configure_sharded_model            	|  6.1151e-06     	|1              	|  6.1151e-06     	|  4.8745e-07     	|
on_train_dataloader                	|  5.8152e-06     	|1              	|  5.8152e-06     	|  4.6354e-07     	|
on_val_dataloader                  	|  5.5172e-06     	|1              	|  5.5172e-06     	|  4.3978e-07     	|
