A picture speaks more than a thousand words. The numbers are so astronomically huge, that your odds will be insanely small.
Here is a calculation posted by DeathAndTaxes a few years ago:
The odds in colliding with a specific address is 1 in 2^160.
If there are a billion users and each have one million active addresses (1 quadrillion funded addresses in the blockchain) the odds in colliding with any address would be roughly 1 in 2^110 (1*10^33).
Vanitygen can produce 20 million keypairs per second. Lets say you build a super ASIC on 12nm (4 generations ahead of current tech) process that could create, validate, and steal one trillion keypairs per second (1 TK/s). That would be about 50,000x more powerful than faster GPU today. Lets also say you built a thousand of them and ran them continually with no downtime 24/7/365. In 1 year you could brute force 3*10^28 possible addresses.
If there are 1 quadrillion funded addresses you would still have a ~1% chance of colliding with a random funded address in the next 1,000 years.
Those numbers should make it clear that the chance of a collision are so negliable. If 100 CPUs would be able to produce a collision, it would have been done a ton of times by now, as there are a lot of people that have this kind of computing power at their disposal. Especially look at the requirement of having 1 quadrillion funded addresses in this calculation..