Attach your diode array to a 400mA current limited power supply. SLOWLY increase the current and see which diodes light first, these will be the devices drawing the most current at full brightness.
Running twenty diodes in parallel without matching them first is not a good idea as (as you have found out) some will take more current than others. You need to either a) match the diodes before you solder or b) change your design so that you have a current limiting resistor for each diode.