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Signed-off-by: yewentao256 <zhyanwentao@126.com>

[Perf] Optimize cutlass moe problem size calculation, 5.3% E2E Throughput improvement, 2.2% TTFT improvement (#31830)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
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Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>

Integrates the block-quantized kernels introduced in
https://github.com/vllm-project/vllm/pull/11868

 for use in linear
layers.
Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>

Signed-off-by: Lu Fang <lufang@fb.com>

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Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>

Co-authored-by: Varun Sundar Rabindranath <varun@neuralmagic.com>

Co-authored-by: Chih-Chieh-Yang <7364402+cyang49@users.noreply.github.com>
Co-authored-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>

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