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[Perf] Optimize cutlass moe problem size calculation, 5.3% E2E Throughput improvement, 2.2% TTFT improvement (#31830)
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[Perf] Deepgemm fused layout kernel for activations, 4.3% throughput improvement, 10.7% TTFT improvement. (#29546)
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[Kernel] Add GPTQv2 format support for low-bit or asymmetric quantization, by adapting gptq_gemm (#26092)

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Co-authored-by: ahao-anyscale <ahao@anyscale.com>
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Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Liu-congo <1502632128@qq.com>
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Co-authored-by: kyt <eluban4532@gmail.com>
Co-authored-by: Egor <e.a.krivov@gmail.com>
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Co-authored-by: Aleksandr Samarin <samarin_ad@mail.ru>
Co-authored-by: Jun Jiang <jasl9187@hotmail.com>
Co-authored-by: Chendi.Xue <chendi.xue@intel.com>
Co-authored-by: Nikhil G <nrghosh@users.noreply.github.com>