Based on your description this can be a video issue. Two beeps coming from the board means a video error. Here you can check this:
I recommend you as first troubleshooting steps to disconnect the Video Graphics card you have and start the system with onboard graphics.
Here you have another link with more information:
Yes, I did do that but it still beeps even with the onboard card, and still the same beeps
Is there any possibility to test another processor on the motherboard?
If issue persists, after doing the step above, I recommend you contacting our phone support for a possible replacement: