CatalyticDragon

joined 11 months ago
[–] CatalyticDragon@alien.top 1 points 9 months ago

There's not much in the way of comparative ML benchmarks out there so hard to say really. There is this test which shows the 7700XT being 300-426% faster than the 6700XT in Stable Diffusion (depending on image size) which is a significant difference.

[–] CatalyticDragon@alien.top 1 points 9 months ago (2 children)

The 7700XT is much faster in compute but that's perhaps not as important as it having somewhat greater memory bandwidth (430 vs 380GB/s). That is going to help.

And as you say there's also the Wave Matrix Multiply Accumulate (WMMA) support which may give a nice boost too.

The RDNA3 part would seem to be the way to go unless pricing is very different.

[–] CatalyticDragon@alien.top 1 points 10 months ago

No reason to assume so. The largest players in AI/cloud, Google and Microsoft, are firmly on track to become carbon neutral and make significant investments in renewable energy.

Using energy isn't the same thing as creating emissions -- it depends on your source.

Machine learning also has the ability to streamline many energy intensive operations. One recent example is DeepMind generating an accurate 10-day weather forecast in under a minute which used to take hours of computation.

Or significantly speeding up drug discovery and materials research cutting out lengthy rounds of experimentation.