If you go to the Deubg view, there is a green arrow at the top left of the window, labelled RUN AND DEBUG. Next to it, there is a combo box. The combo box should say PIO Debug (your project name).
Is this the case? If not, is it available in the combo box? If so, select it and press the green arrow.