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Market takes time to catch up. When released Qwen 3.6 had a lot of sense and it did fit, but frontier since went too far ahead. Now you'd want DS V4 Flash from yesterday, or you are too far behind.

Unless MI350P will be much cheaper than 6000 Pro, which is unlikely given its VRAM, it will lose to it, because you'd need 2 of either.

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Don't see how it could be cheaper with HBM than the RTX 6000 Blackwell Server Pro but in these times of relative shortage any additionnal supply should be slurped ?

I was remarking on the MI350P because I've had a hard time procuring "small" CDNAx systems (for e.g. development, experiments and lower-profile servers) and OAM seemed very niche (not if you're aiming for density and training/inference...).

I hope the MI350P fills a lower part of the spectrum and I can start massively porting CUDA stuff or at least work on HIP and ROCm and what I need to make most or some of our CUDA stuff run on AMD HW, then how make it run fast.

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