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Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
(cherry picked from commit 706a04d34ba64ea23d430d5e50038791aacfae96)

Signed-off-by: Yifan Qiao <yifanqiao@inferact.ai>
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
Signed-off-by: qizixi <zixi@inferact.ai>
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Yongye Zhu <yongye@inferact.ai>
Co-authored-by: Simon Mo <simon@inferact.ai>
Co-authored-by: Bugen Zhao <i@bugenzhao.com>
Co-authored-by: Giancarlo Delfin <gdelfin@inferact.ai>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Roy Wang <yasong.wang@inferact.ai>
Co-authored-by: Woosuk Kwon <woosuk@inferact.ai>
Co-authored-by: youkaichao <youkaichao@gmail.com>
Co-authored-by: Zhewen Li <jerven.vllm@gmail.com>
Co-authored-by: Zijing Liu <liuzijing2014@gmail.com>
Co-authored-by: khluu <khluu000@gmail.com>
Co-authored-by: qizixi <zixi@inferact.ai>
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Signed-off-by: Fadi Arafeh <fadi.arafeh@arm.com>
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Signed-off-by: EricccYang <yangyang4991@gmail.com>
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Co-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>

Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>

[Perf][Kernel] Persistent TopK scheduler: unified CUDAGraph-safe kernel with dynamic per-row dispatch - DeepSeek-V3.2 DSA decode (#37421)
Signed-off-by: LopezCastroRoberto <rocastro@redhat.com>
Signed-off-by: Roberto L. Castro <38211239+LopezCastroRoberto@users.noreply.github.com>
Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>

Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>

Signed-off-by: Carl You <4531192+carlyou@users.noreply.github.com>

Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
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Signed-off-by: Monishver Chandrasekaran <monishverchandrasekaran@gmail.com>

Signed-off-by: Olya Kozlova <okozlova@nvidia.com>

Signed-off-by: Mikayla Gawarecki <mikaylagawarecki@gmail.com>

Signed-off-by: SandishKumarHN <sandish@fb.com>
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>

Signed-off-by: Mikayla Gawarecki <mikaylagawarecki@gmail.com>

Signed-off-by: Mikayla Gawarecki <mikaylagawarecki@gmail.com>

Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>

Signed-off-by: Mikayla Gawarecki <mikaylagawarecki@gmail.com>

Signed-off-by: mgoin <mgoin64@gmail.com>

Signed-off-by: tianrengao <terrygao87@gmail.com>

Signed-off-by: Josephasafg <ajgard7@gmail.com>

Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>

Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>

Signed-off-by: ElizaWszola <ewszola@redhat.com>
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Signed-off-by: LopezCastroRoberto <rocastro@redhat.com>
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Signed-off-by: LopezCastroRoberto <rocastro@redhat.com>

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

Signed-off-by: Lucas Wilkinson <lwilkins@redhat.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>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>

Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>

Signed-off-by: czhu-cohere <conway.zhu@cohere.com>

Signed-off-by: Daniel Campora <961215+dcampora@users.noreply.github.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>

Signed-off-by: ElizaWszola <ewszola@redhat.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: yewentao256 <zhyanwentao@126.com>

[Perf] Deepgemm fused layout kernel for activations, 4.3% throughput improvement, 10.7% TTFT improvement. (#29546)
Signed-off-by: yewentao256 <zhyanwentao@126.com>

Signed-off-by: ganyi <ygan@amd.com>

Signed-off-by: zhuhaoran <zhuhaoran.zhr@alibaba-inc.com>

Signed-off-by: asafg <39553475+Josephasafg@users.noreply.github.com>

[Kernel] Add GPTQv2 format support for low-bit or asymmetric quantization, by adapting gptq_gemm (#26092)

Signed-off-by: Siyuan Fu <siyuanf@nvidia.com>
Signed-off-by: Daniel Campora <961215+dcampora@users.noreply.github.com>
Signed-off-by: Lain <siyuanf@nvidia.com>
Co-authored-by: Daniel Campora <961215+dcampora@users.noreply.github.com>

Signed-off-by: Daniel Campora <961215+dcampora@users.noreply.github.com>

Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>