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Ask HN: Who is using FPGA for ML inference?

2•softwarewright•58m ago
With RAM price inflation, I wonder if FPGAs can be used to offload inference processing without keeping weights in RAM? The available RAM would be for activations, KV Cache, context but not static weights. Weights could be streamed from disk. This approach is not for tokens/second but throughput at a lower cost. Possibly better answers/kHh? I've started researching this, but wonder if others have considered/tried this?

Comments

wmf•3m ago
FPGAs are far more expensive than GPU+DRAM, even at today's inflated prices.

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4K Analog Video Feedback Device

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(George) Lucas Museum of Narrative Arts

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Star Trek S01e20 "Court Marshall"

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Protecting Engineers' Skills in the AI Era

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Jenzin-Wuang-Nemotron-30B-A3B-BF16

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Flock Taught Cops How to Surveil No Kings Protesters

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