FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1007.2         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  1.9788         	|500            	|  989.41         	|  98.229         	|
run_training_batch                 	|  0.28269        	|1000           	|  282.69         	|  28.066         	|
optimizer_step_with_closure_0      	|  0.27837        	|1000           	|  278.37         	|  27.637         	|
training_step_and_backward         	|  0.21534        	|1000           	|  215.34         	|  21.379         	|
get_train_batch                    	|  0.087949       	|1500           	|  131.92         	|  13.097         	|
fetch_next_train_batch             	|  0.087897       	|1500           	|  131.85         	|  13.09          	|
backward                           	|  0.10862        	|1000           	|  108.62         	|  10.783         	|
model_forward                      	|  0.1052         	|1000           	|  105.2          	|  10.444         	|
training_step                      	|  0.10497        	|1000           	|  104.97         	|  10.421         	|
on_train_batch_end                 	|  0.0023377      	|1000           	|  2.3377         	|  0.23208        	|
zero_grad                          	|  0.0014799      	|1000           	|  1.4799         	|  0.14693        	|
training_batch_to_device           	|  0.00070531     	|1000           	|  0.70531        	|  0.070023       	|
on_train_epoch_end                 	|  0.00033026     	|500            	|  0.16513        	|  0.016394       	|
on_train_epoch_start               	|  0.00032798     	|500            	|  0.16399        	|  0.016281       	|
on_train_batch_start               	|  0.00011209     	|1000           	|  0.11209        	|  0.011128       	|
on_train_end                       	|  0.052538       	|1              	|  0.052538       	|  0.005216       	|
on_batch_start                     	|  4.7039e-05     	|1000           	|  0.047039       	|  0.00467        	|
on_after_backward                  	|  2.6218e-05     	|1000           	|  0.026218       	|  0.0026029      	|
on_before_zero_grad                	|  2.3324e-05     	|1000           	|  0.023324       	|  0.0023156      	|
on_pretrain_routine_start          	|  0.022749       	|1              	|  0.022749       	|  0.0022585      	|
on_before_optimizer_step           	|  1.7151e-05     	|1000           	|  0.017151       	|  0.0017028      	|
on_batch_end                       	|  1.5555e-05     	|1000           	|  0.015555       	|  0.0015443      	|
on_before_backward                 	|  1.4821e-05     	|1000           	|  0.014821       	|  0.0014714      	|
configure_optimizers               	|  0.010527       	|1              	|  0.010527       	|  0.0010451      	|
training_step_end                  	|  8.4048e-06     	|1000           	|  0.0084048      	|  0.00083443     	|
on_epoch_end                       	|  1.1496e-05     	|500            	|  0.0057478      	|  0.00057064     	|
on_epoch_start                     	|  1.0675e-05     	|500            	|  0.0053375      	|  0.00052991     	|
on_train_start                     	|  0.0014871      	|1              	|  0.0014871      	|  0.00014764     	|
on_fit_end                         	|  0.00010433     	|1              	|  0.00010433     	|  1.0358e-05     	|
on_fit_start                       	|  4.3994e-05     	|1              	|  4.3994e-05     	|  4.3677e-06     	|
on_configure_sharded_model         	|  2.9199e-05     	|1              	|  2.9199e-05     	|  2.8989e-06     	|
on_before_accelerator_backend_setup	|  2.8895e-05     	|1              	|  2.8895e-05     	|  2.8687e-06     	|
setup                              	|  2.8228e-05     	|1              	|  2.8228e-05     	|  2.8025e-06     	|
on_pretrain_routine_end            	|  1.4396e-05     	|1              	|  1.4396e-05     	|  1.4293e-06     	|
prepare_data                       	|  1.4339e-05     	|1              	|  1.4339e-05     	|  1.4235e-06     	|
teardown                           	|  1.3314e-05     	|1              	|  1.3314e-05     	|  1.3218e-06     	|
configure_sharded_model            	|  8.9481e-06     	|1              	|  8.9481e-06     	|  8.8837e-07     	|
on_train_dataloader                	|  7.0389e-06     	|1              	|  7.0389e-06     	|  6.9883e-07     	|
configure_callbacks                	|  6.8154e-06     	|1              	|  6.8154e-06     	|  6.7664e-07     	|
on_val_dataloader                  	|  6.7838e-06     	|1              	|  6.7838e-06     	|  6.7349e-07     	|
