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npu forward: the batched int8 head chunks rows by the kernel's capacity, so a 64-row verify pass is 9.9x faster - #1364
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"The ubuntu-latest label will migrate to Ubuntu 26 beginning October 19, 2026. For more information, see https://github.com/actions/runner-images/issues/14748"
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