[Klaud Cold] Update DeepSeek-V4-Pro FP4 GB300 Dynamo-SGLang AgentX disagg image to v0.5.22-cu130 / [Klaud Cold] 将 DeepSeek-V4-Pro FP4 GB300 Dynamo-SGLang AgentX 分离式镜像更新至 v0.5.22-cu130 by Klaud-Cold · Pull Request #4340 · SemiAnalysisAI/InferenceX · GitHub
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[Klaud Cold] Update DeepSeek-V4-Pro FP4 GB300 Dynamo-SGLang AgentX disagg image to v0.5.22-cu130 / [Klaud Cold] 将 DeepSeek-V4-Pro FP4 GB300 Dynamo-SGLang AgentX 分离式镜像更新至 v0.5.22-cu130 - #4340

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@Klaud-Cold Klaud-Cold commented Oct 20, 2026 •

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Goal: Update SGLang image from lmsysorg/sglang:nightly-dev-cu13-20260916-c9a8fba9 to lmsysorg/sglang:v0.5.22-cu130.
Baseline: 2026-10-08 · lmsysorg/sglang:nightly-dev-cu13-20260916-c9a8fba9
Mean latency · Sources: API 1, API 2, API 3

Point Total tok/s/GPU ↑ Output tok/s/GPU ↑ TTFT ms ↓ TPOT ms ↓
AgentX c120 PTP8x1/DTP16x1 6af39c 26,304.26 205.34 3,806.9 6.63
AgentX c480 PTP8x1/DTP16x1 ca0b72 85,649.42 657.39 9,050.56 9.41
AgentX c960 PTP8x2/DTP16x1 0fa29f 115,825.03 865.59 9,019.85 13.99
AgentX c1440 PTP8x3/DTP16x1 639260 123,251.46 922.41 9,516.72 18.41
AgentX c2400 PTP8x4/DTP16x1 93f978 127,047.36 965.45 15,838.86 28.38
Eval Score ↑ Samples
gsm8k/em_strict · c480 97.04% 1,319
gsm8k/em_strict · c960 97.42% 1,319
gsm8k/em_strict · c1440 97.19% 1,319
gsm8k/em_strict · c2400 97.42% 1,319

Stop: Add the klaud-abort label at any time to stop this candidate now; Klaud cancels its runs, closes this PR and does not retry it. Remove the label to let the planner pick it up again.

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**目标:**将 SGLang 镜像从 lmsysorg/sglang:nightly-dev-cu13-20260916-c9a8fba9 更新至 lmsysorg/sglang:v0.5.22-cu130。
**基线:**2026-10-08 · lmsysorg/sglang:nightly-dev-cu13-20260916-c9a8fba9
平均延迟 · 来源: API 1, API 2, API 3;数值及异常说明见上表。
**停止:**随时添加 klaud-abort 标签即可立即停止该候选:Klaud 会取消其运行、关闭此 PR 且不再重试。移除该标签后,规划器会在下次扫描时重新考虑它。

…2-cu130

Pin lmsysorg/sglang:v0.5.22-cu130 by digest. Move the recipe's Dynamo wheel to
1.6.0.dev20261014, which reads SGLang's attn_dp_size after sglang#41818, and drop
SGLANG_OPT_SWA_SPLIT_LEAF_ON_INSERT, which v0.5.22 no longer defines.

将 GB300 DeepSeek-V4-Pro Dynamo-SGLang AgentX 分离式配置的镜像更新为按 digest 固定的
lmsysorg/sglang:v0.5.22-cu130。将配方中的 Dynamo wheel 升级到 1.6.0.dev20261014,
以便在 sglang#41818 之后读取 SGLang 的 attn_dp_size;并移除 v0.5.22 已不再定义的
SGLANG_OPT_SWA_SPLIT_LEAF_ON_INSERT。

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
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Thanks for the contribution!

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感谢你的贡献!

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Initial attempt · Queued · Run 39383016006 / attempt 1 · 2026-10-20 06:54 UTC
lmsysorg/sglang:v0.5.22-cu130@sha256:e3a4f06001a29542fc4a8638536d9ffc5eb9c9942b08603c09b19a56eae4a1ae · 12a46f9d18cb
Change: Pin the v0.5.22-cu130 release (commit baa9befa, descends from c9a8fba9; all 37 recipe SGLang args remain) and move the recipe Dynamo wheel 1.5.0.dev20260914 to 1.6.0.dev20261014, since sgl-project/sglang#41818 resolves --dp-size N --enable-dp-attention to attn_dp_size=N, dp_size=1, which only Dynamo 1.6 sglang_dp_layout reads (else the router sees one DP rank); drop SGLANG_OPT_SWA_SPLIT_LEAF_ON_INSERT, undefined in v0.5.22 and inert under the default unified cache; deps: torch 2.14.1, flashinfer 0.7.1, sglang-kernel 0.4.9, deep-gemm 0.2.2, Mooncake 0.3.13.post1; router/Mooncake metadata labels stay as they key frozen points.

Next: Wait for the smoke run covering the minimum concurrency of each of the four topologies and the four gsm8k evals.

中文

初次尝试 · 排队中 · Run 39383016006 / attempt 1 · 2026-10-20 06:54 UTC
lmsysorg/sglang:v0.5.22-cu130@sha256:e3a4f06001a29542fc4a8638536d9ffc5eb9c9942b08603c09b19a56eae4a1ae · 12a46f9d18cb
**变更:**固定 v0.5.22-cu130 正式版(提交 baa9befa,为 c9a8fba9 的后代;配方的 37 个 SGLang 参数均保留),并将 Dynamo wheel 从 1.5.0.dev20260914 升至 1.6.0.dev20261014:sgl-project/sglang#41818 把 --dp-size N --enable-dp-attention 解析为 attn_dp_size=N、dp_size=1,只有 Dynamo 1.6 的 sglang_dp_layout 读取它(否则路由器只看到一个 DP rank);移除 v0.5.22 已不定义、且在默认统一缓存下无效的 SGLANG_OPT_SWA_SPLIT_LEAF_ON_INSERT;依赖:torch 2.14.1、flashinfer 0.7.1、sglang-kernel 0.4.9、deep-gemm 0.2.2、Mooncake 0.3.13.post1;router/Mooncake 元数据标签保持不变,因其构成冻结测试点标识。实测数值及异常说明见上表。
**下一步:**等待冒烟运行完成,覆盖四种拓扑各自的最低并发以及四个 gsm8k 评测。

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Initial attempt · Queued · Run 39383016006 / attempt 2 · 2026-10-20 07:13 UTC
lmsysorg/sglang:v0.5.22-cu130@sha256:e3a4f06001a29542fc4a8638536d9ffc5eb9c9942b08603c09b19a56eae4a1ae · 12a46f9d18cb
Change: Pin the v0.5.22-cu130 release (commit baa9befa, descends from c9a8fba9; all 37 recipe SGLang args remain) and move the recipe Dynamo wheel 1.5.0.dev20260914 to 1.6.0.dev20261014, since sgl-project/sglang#41818 resolves --dp-size N --enable-dp-attention to attn_dp_size=N, dp_size=1, which only Dynamo 1.6 sglang_dp_layout reads (else the router sees one DP rank); drop SGLANG_OPT_SWA_SPLIT_LEAF_ON_INSERT, undefined in v0.5.22 and inert under the default unified cache; deps: torch 2.14.1, flashinfer 0.7.1, sglang-kernel 0.4.9, deep-gemm 0.2.2, Mooncake 0.3.13.post1; router/Mooncake metadata labels stay as they key frozen points.

Next: Attempt 1 was cancelled while queued by the scheduler (preemption, no repair used), so the cancelled jobs were rerun as attempt 2 on the same run and head; wait for the smoke results.

中文

初次尝试 · 排队中 · Run 39383016006 / attempt 2 · 2026-10-20 07:13 UTC
lmsysorg/sglang:v0.5.22-cu130@sha256:e3a4f06001a29542fc4a8638536d9ffc5eb9c9942b08603c09b19a56eae4a1ae · 12a46f9d18cb
**变更:**固定 v0.5.22-cu130 正式版(提交 baa9befa,为 c9a8fba9 的后代;配方的 37 个 SGLang 参数均保留),并将 Dynamo wheel 从 1.5.0.dev20260914 升至 1.6.0.dev20261014:sgl-project/sglang#41818 把 --dp-size N --enable-dp-attention 解析为 attn_dp_size=N、dp_size=1,只有 Dynamo 1.6 的 sglang_dp_layout 读取它(否则路由器只看到一个 DP rank);移除 v0.5.22 已不定义、且在默认统一缓存下无效的 SGLANG_OPT_SWA_SPLIT_LEAF_ON_INSERT;依赖:torch 2.14.1、flashinfer 0.7.1、sglang-kernel 0.4.9、deep-gemm 0.2.2、Mooncake 0.3.13.post1;router/Mooncake 元数据标签保持不变,因其构成冻结测试点标识。实测数值及异常说明见上表。
**下一步:**第 1 次尝试在排队时被调度器取消(属于抢占,不消耗修复次数),因此已在同一运行和同一提交上将被取消的任务作为第 2 次尝试重新运行;等待冒烟结果。

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Initial attempt · Queued · Run 39383016006 / attempt 3 · 2026-10-20 07:15 UTC
lmsysorg/sglang:v0.5.22-cu130@sha256:e3a4f06001a29542fc4a8638536d9ffc5eb9c9942b08603c09b19a56eae4a1ae · 12a46f9d18cb
Change: Pin the v0.5.22-cu130 release (commit baa9befa, descends from c9a8fba9; all 37 recipe SGLang args remain) and move the recipe Dynamo wheel 1.5.0.dev20260914 to 1.6.0.dev20261014, since sgl-project/sglang#41818 resolves --dp-size N --enable-dp-attention to attn_dp_size=N, dp_size=1, which only Dynamo 1.6 sglang_dp_layout reads (else the router sees one DP rank); drop SGLANG_OPT_SWA_SPLIT_LEAF_ON_INSERT, undefined in v0.5.22 and inert under the default unified cache; deps: torch 2.14.1, flashinfer 0.7.1, sglang-kernel 0.4.9, deep-gemm 0.2.2, Mooncake 0.3.13.post1; router/Mooncake metadata labels stay as they key frozen points.

Next: Attempts 1 and 2 were cancelled while queued by the scheduler (preemption, no repair used), so the cancelled jobs were rerun as attempt 3 on the same run and head; wait for the smoke results.

中文

初次尝试 · 排队中 · Run 39383016006 / attempt 3 · 2026-10-20 07:15 UTC
lmsysorg/sglang:v0.5.22-cu130@sha256:e3a4f06001a29542fc4a8638536d9ffc5eb9c9942b08603c09b19a56eae4a1ae · 12a46f9d18cb
**变更:**固定 v0.5.22-cu130 正式版(提交 baa9befa,为 c9a8fba9 的后代;配方的 37 个 SGLang 参数均保留),并将 Dynamo wheel 从 1.5.0.dev20260914 升至 1.6.0.dev20261014:sgl-project/sglang#41818 把 --dp-size N --enable-dp-attention 解析为 attn_dp_size=N、dp_size=1,只有 Dynamo 1.6 的 sglang_dp_layout 读取它(否则路由器只看到一个 DP rank);移除 v0.5.22 已不定义、且在默认统一缓存下无效的 SGLANG_OPT_SWA_SPLIT_LEAF_ON_INSERT;依赖:torch 2.14.1、flashinfer 0.7.1、sglang-kernel 0.4.9、deep-gemm 0.2.2、Mooncake 0.3.13.post1;router/Mooncake 元数据标签保持不变,因其构成冻结测试点标识。实测数值及异常说明见上表。
**下一步:**第 1、2 次尝试在排队时被调度器取消(属于抢占,不消耗修复次数),因此已在同一运行和同一提交上作为第 3 次尝试重新运行被取消的任务;等待冒烟结果。

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Initial attempt · Queued · Run 39383016006 / attempt 4 · 2026-10-20 11:10 UTC
lmsysorg/sglang:v0.5.22-cu130@sha256:e3a4f06001a29542fc4a8638536d9ffc5eb9c9942b08603c09b19a56eae4a1ae · 12a46f9d18cb
Change: Pin the v0.5.22-cu130 release (commit baa9befa, descends from c9a8fba9; all 37 recipe SGLang args remain) and move the recipe Dynamo wheel 1.5.0.dev20260914 to 1.6.0.dev20261014, since sgl-project/sglang#41818 resolves --dp-size N --enable-dp-attention to attn_dp_size=N, dp_size=1, which only Dynamo 1.6 sglang_dp_layout reads (else the router sees one DP rank); drop SGLANG_OPT_SWA_SPLIT_LEAF_ON_INSERT, undefined in v0.5.22 and inert under the default unified cache; deps: torch 2.14.1, flashinfer 0.7.1, sglang-kernel 0.4.9, deep-gemm 0.2.2, Mooncake 0.3.13.post1; router/Mooncake metadata labels stay as they key frozen points.

Next: Run attempts 1 to 3 were cancelled while queued by the scheduler (preemption, no repair used); attempt 4 has been queued at background priority since 07:21 UTC with no job started, so keep waiting for the smoke results.

中文

初次尝试 · 排队中 · Run 39383016006 / attempt 4 · 2026-10-20 11:10 UTC
lmsysorg/sglang:v0.5.22-cu130@sha256:e3a4f06001a29542fc4a8638536d9ffc5eb9c9942b08603c09b19a56eae4a1ae · 12a46f9d18cb
**变更:**固定 v0.5.22-cu130 正式版(提交 baa9befa,为 c9a8fba9 的后代;配方的 37 个 SGLang 参数均保留),并将 Dynamo wheel 从 1.5.0.dev20260914 升至 1.6.0.dev20261014:sgl-project/sglang#41818 把 --dp-size N --enable-dp-attention 解析为 attn_dp_size=N、dp_size=1,只有 Dynamo 1.6 的 sglang_dp_layout 读取它(否则路由器只看到一个 DP rank);移除 v0.5.22 已不定义、且在默认统一缓存下无效的 SGLANG_OPT_SWA_SPLIT_LEAF_ON_INSERT;依赖:torch 2.14.1、flashinfer 0.7.1、sglang-kernel 0.4.9、deep-gemm 0.2.2、Mooncake 0.3.13.post1;router/Mooncake 元数据标签保持不变,因其构成冻结测试点标识。实测数值及异常说明见上表。
**下一步:**运行的第 1 至 3 次尝试在排队时被调度器取消(属于抢占,不消耗修复次数);第 4 次尝试自 07:21 UTC 起以后台优先级排队,尚无任务开始,因此继续等待冒烟结果。

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Initial attempt · Running · Run 39383016006 / attempt 5 · 2026-10-20 12:44 UTC
lmsysorg/sglang:v0.5.22-cu130@sha256:e3a4f06001a29542fc4a8638536d9ffc5eb9c9942b08603c09b19a56eae4a1ae · 12a46f9d18cb
Change: Pin the v0.5.22-cu130 release (commit baa9befa, descends from c9a8fba9; all 37 recipe SGLang args remain) and move the recipe Dynamo wheel 1.5.0.dev20260914 to 1.6.0.dev20261014, since sgl-project/sglang#41818 resolves --dp-size N --enable-dp-attention to attn_dp_size=N, dp_size=1, which only Dynamo 1.6 sglang_dp_layout reads (else the router sees one DP rank); drop SGLANG_OPT_SWA_SPLIT_LEAF_ON_INSERT, undefined in v0.5.22 and inert under the default unified cache; deps: torch 2.14.1, flashinfer 0.7.1, sglang-kernel 0.4.9, deep-gemm 0.2.2, Mooncake 0.3.13.post1; router/Mooncake metadata labels stay as they key frozen points.

Next: Attempt 5 c120 and c960 smoke benchmarks started on gb300-nv after earlier scheduler preemptions (no repair used); wait for all four benchmarks and four gsm8k evals.

中文

初次尝试 · 运行中 · Run 39383016006 / attempt 5 · 2026-10-20 12:44 UTC
lmsysorg/sglang:v0.5.22-cu130@sha256:e3a4f06001a29542fc4a8638536d9ffc5eb9c9942b08603c09b19a56eae4a1ae · 12a46f9d18cb
**变更:**固定 v0.5.22-cu130 正式版(提交 baa9befa,为 c9a8fba9 的后代;配方的 37 个 SGLang 参数均保留),并将 Dynamo wheel 从 1.5.0.dev20260914 升至 1.6.0.dev20261014:sgl-project/sglang#41818 把 --dp-size N --enable-dp-attention 解析为 attn_dp_size=N、dp_size=1,只有 Dynamo 1.6 的 sglang_dp_layout 读取它(否则路由器只看到一个 DP rank);移除 v0.5.22 已不定义、且在默认统一缓存下无效的 SGLANG_OPT_SWA_SPLIT_LEAF_ON_INSERT;依赖:torch 2.14.1、flashinfer 0.7.1、sglang-kernel 0.4.9、deep-gemm 0.2.2、Mooncake 0.3.13.post1;router/Mooncake 元数据标签保持不变,因其构成冻结测试点标识。实测数值及异常说明见上表。
**下一步:**在此前的调度器抢占(不消耗修复次数)之后,第 5 次尝试的 c120 与 c960 冒烟基准已在 gb300-nv 上启动;等待全部四个基准和四个 gsm8k 评测完成。

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resumed · The session ended before finishing; session 2 continues it in a new run of its planner.

中文

resumed · 会话未完成即已结束;第 2 个会话将在其规划运行的新运行中继续。

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Initial attempt · Running · Run 39383016006 / attempt 6 · 2026-10-20 13:46 UTC
lmsysorg/sglang:v0.5.22-cu130@sha256:e3a4f06001a29542fc4a8638536d9ffc5eb9c9942b08603c09b19a56eae4a1ae · 12a46f9d18cb
Change: Pin the v0.5.22-cu130 release (commit baa9befa, descends from c9a8fba9; all 37 recipe SGLang args remain) and move the recipe Dynamo wheel 1.5.0.dev20260914 to 1.6.0.dev20261014, since sgl-project/sglang#41818 resolves --dp-size N --enable-dp-attention to attn_dp_size=N, dp_size=1, which only Dynamo 1.6 sglang_dp_layout reads (else the router sees one DP rank); drop SGLANG_OPT_SWA_SPLIT_LEAF_ON_INSERT, undefined in v0.5.22 and inert under the default unified cache; deps: torch 2.14.1, flashinfer 0.7.1, sglang-kernel 0.4.9, deep-gemm 0.2.2, Mooncake 0.3.13.post1; router/Mooncake metadata labels stay as they key frozen points.

Next: Attempt 6 c960 benchmark and c480 gsm8k eval have run since about 13:20 UTC with the other smoke jobs queued; wait for all four benchmarks and four evals.

中文

初次尝试 · 运行中 · Run 39383016006 / attempt 6 · 2026-10-20 13:46 UTC
lmsysorg/sglang:v0.5.22-cu130@sha256:e3a4f06001a29542fc4a8638536d9ffc5eb9c9942b08603c09b19a56eae4a1ae · 12a46f9d18cb
**变更:**固定 v0.5.22-cu130 正式版(提交 baa9befa,为 c9a8fba9 的后代;配方的 37 个 SGLang 参数均保留),并将 Dynamo wheel 从 1.5.0.dev20260914 升至 1.6.0.dev20261014:sgl-project/sglang#41818 把 --dp-size N --enable-dp-attention 解析为 attn_dp_size=N、dp_size=1,只有 Dynamo 1.6 的 sglang_dp_layout 读取它(否则路由器只看到一个 DP rank);移除 v0.5.22 已不定义、且在默认统一缓存下无效的 SGLANG_OPT_SWA_SPLIT_LEAF_ON_INSERT;依赖:torch 2.14.1、flashinfer 0.7.1、sglang-kernel 0.4.9、deep-gemm 0.2.2、Mooncake 0.3.13.post1;router/Mooncake 元数据标签保持不变,因其构成冻结测试点标识。实测数值及异常说明见上表。
**下一步:**第 6 次尝试的 c960 基准与 c480 gsm8k 评测自约 13:20 UTC 起运行,其余冒烟任务仍在排队;等待全部四个基准和四个评测完成。

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Initial attempt · Queued · Run 39383016006 / attempt 7 · 2026-10-20 14:04 UTC
lmsysorg/sglang:v0.5.22-cu130@sha256:e3a4f06001a29542fc4a8638536d9ffc5eb9c9942b08603c09b19a56eae4a1ae · 12a46f9d18cb
Change: Pin the v0.5.22-cu130 release (commit baa9befa, descends from c9a8fba9; all 37 recipe SGLang args remain) and move the recipe Dynamo wheel 1.5.0.dev20260914 to 1.6.0.dev20261014, since sgl-project/sglang#41818 resolves --dp-size N --enable-dp-attention to attn_dp_size=N, dp_size=1, which only Dynamo 1.6 sglang_dp_layout reads (else the router sees one DP rank); drop SGLANG_OPT_SWA_SPLIT_LEAF_ON_INSERT, undefined in v0.5.22 and inert under the default unified cache; deps: torch 2.14.1, flashinfer 0.7.1, sglang-kernel 0.4.9, deep-gemm 0.2.2, Mooncake 0.3.13.post1; router/Mooncake metadata labels stay as they key frozen points.

Next: Attempt 6 c480 gsm8k eval passed; the scheduler preempted the rest (no repair used), including c960 in warmup with 0 request errors at 14:00 UTC, and queued attempt 7, so wait for it.

中文

初次尝试 · 排队中 · Run 39383016006 / attempt 7 · 2026-10-20 14:04 UTC
lmsysorg/sglang:v0.5.22-cu130@sha256:e3a4f06001a29542fc4a8638536d9ffc5eb9c9942b08603c09b19a56eae4a1ae · 12a46f9d18cb
**变更:**固定 v0.5.22-cu130 正式版(提交 baa9befa,为 c9a8fba9 的后代;配方的 37 个 SGLang 参数均保留),并将 Dynamo wheel 从 1.5.0.dev20260914 升至 1.6.0.dev20261014:sgl-project/sglang#41818 把 --dp-size N --enable-dp-attention 解析为 attn_dp_size=N、dp_size=1,只有 Dynamo 1.6 的 sglang_dp_layout 读取它(否则路由器只看到一个 DP rank);移除 v0.5.22 已不定义、且在默认统一缓存下无效的 SGLANG_OPT_SWA_SPLIT_LEAF_ON_INSERT;依赖:torch 2.14.1、flashinfer 0.7.1、sglang-kernel 0.4.9、deep-gemm 0.2.2、Mooncake 0.3.13.post1;router/Mooncake 元数据标签保持不变,因其构成冻结测试点标识。实测数值及异常说明见上表。
**下一步:**第 6 次尝试的 c480 gsm8k 评测已通过;其余任务被调度器抢占(不消耗修复次数),其中 c960 于 14:00 UTC 处于预热阶段且请求错误为 0,随后调度器排队了第 7 次尝试,因此等待其结果。

@Klaud-Cold

Klaud-Cold commented Oct 20, 2026 •

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Initial attempt · Running · Run 39383016006 / attempt 8 · 2026-10-21 01:00 UTC
lmsysorg/sglang:v0.5.22-cu130@sha256:e3a4f06001a29542fc4a8638536d9ffc5eb9c9942b08603c09b19a56eae4a1ae · 12a46f9d18cb · Mean latency
Change: Pin the v0.5.22-cu130 release (commit baa9befa, descends from c9a8fba9; all 37 recipe SGLang args remain) and move the recipe Dynamo wheel 1.5.0.dev20260914 to 1.6.0.dev20261014, since sgl-project/sglang#41818 resolves --dp-size N --enable-dp-attention to attn_dp_size=N, dp_size=1, which only Dynamo 1.6 sglang_dp_layout reads (else the router sees one DP rank); drop SGLANG_OPT_SWA_SPLIT_LEAF_ON_INSERT, undefined in v0.5.22 and inert under the default unified cache; deps: torch 2.14.1, flashinfer 0.7.1, sglang-kernel 0.4.9, deep-gemm 0.2.2, Mooncake 0.3.13.post1; router/Mooncake metadata labels stay as they key frozen points.

Point Output tok/s/GPU ↑ TTFT ms ↓ TPOT ms ↓
AgentX c120 PTP8x1/DTP16x1 6af39c 210.14 (N/A) 3,545.82 (N/A) 8.62 (N/A)
AgentX c960 PTP8x2/DTP16x1 0fa29f 888.3 (N/A) 10,174.35 (N/A) 14.68 (N/A)
AgentX c2400 PTP8x4/DTP16x1 93f978 817.94 (N/A) 43,178.35 (N/A) 17.24 (N/A)

Note: All rows: Δ N/A: dataset/scenario/statistic mismatch.
Note: AgentX c960 PTP8x2/DTP16x1 0fa29f: 77 request errors.
Note: AgentX c2400 PTP8x4/DTP16x1 93f978: 21 request errors.

Eval Score ↑ Samples
gsm8k/em_strict · c480 97.35% (+0.30 pp) 1,319 each
gsm8k/em_strict · c960 97.12% (-0.30 pp) 1,319 each
gsm8k/em_strict · c1440 97.5% (+0.30 pp) 1,319 each
gsm8k/em_strict · c2400 N/A 1,319/N/A (old/new)

Note: gsm8k/em_strict · c2400: failed.
Note: gsm8k/em_strict · c2400: Δ N/A: eval score unavailable.

Next: The c2400 gsm8k eval server never started because decode TP5 on one node hung silently while loading the DSpark draft weights until the 8-minute post-load barrier, although the identical 4P1D setup loaded in the c2400 benchmark job; treat it as a transient node stall and rerun the failed eval once the running c1440 benchmark finishes.

中文

初次尝试 · 运行中 · Run 39383016006 / attempt 8 · 2026-10-21 01:00 UTC
lmsysorg/sglang:v0.5.22-cu130@sha256:e3a4f06001a29542fc4a8638536d9ffc5eb9c9942b08603c09b19a56eae4a1ae · 12a46f9d18cb · 平均延迟
**变更:**固定 v0.5.22-cu130 正式版(提交 baa9befa,为 c9a8fba9 的后代;配方的 37 个 SGLang 参数均保留),并将 Dynamo wheel 从 1.5.0.dev20260914 升至 1.6.0.dev20261014:sgl-project/sglang#41818 把 --dp-size N --enable-dp-attention 解析为 attn_dp_size=N、dp_size=1,只有 Dynamo 1.6 的 sglang_dp_layout 读取它(否则路由器只看到一个 DP rank);移除 v0.5.22 已不定义、且在默认统一缓存下无效的 SGLANG_OPT_SWA_SPLIT_LEAF_ON_INSERT;依赖:torch 2.14.1、flashinfer 0.7.1、sglang-kernel 0.4.9、deep-gemm 0.2.2、Mooncake 0.3.13.post1;router/Mooncake 元数据标签保持不变,因其构成冻结测试点标识。实测数值及异常说明见上表。
**下一步:**c2400 gsm8k 评测的服务未能启动:某节点上的 decode TP5 在加载 DSpark 草稿权重时无报错挂起,直至 8 分钟的加载后屏障超时;而完全相同的 4P1D 配置在 c2400 基准任务中加载正常。因此按节点瞬时卡顿处理,待正在运行的 c1440 基准结束后重跑失败的评测。

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resumed · The session ended before finishing; session 3 continues it in a new run of its planner.

中文

resumed · 会话未完成即已结束;第 3 个会话将在其规划运行的新运行中继续。

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resumed · The session ended before finishing; session 4 continues it in a new run of its planner.

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resumed · 会话未完成即已结束;第 4 个会话将在其规划运行的新运行中继续。

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Infrastructure retry 1 · Queued · Run 39383016006 / attempt 9 · 2026-10-21 01:56 UTC
lmsysorg/sglang:v0.5.22-cu130@sha256:e3a4f06001a29542fc4a8638536d9ffc5eb9c9942b08603c09b19a56eae4a1ae · 12a46f9d18cb · Mean latency
Change: Pin the v0.5.22-cu130 release (commit baa9befa, descends from c9a8fba9; all 37 recipe SGLang args remain) and move the recipe Dynamo wheel 1.5.0.dev20260914 to 1.6.0.dev20261014, since sgl-project/sglang#41818 resolves --dp-size N --enable-dp-attention to attn_dp_size=N, dp_size=1, which only Dynamo 1.6 sglang_dp_layout reads (else the router sees one DP rank); drop SGLANG_OPT_SWA_SPLIT_LEAF_ON_INSERT, undefined in v0.5.22 and inert under the default unified cache; deps: torch 2.14.1, flashinfer 0.7.1, sglang-kernel 0.4.9, deep-gemm 0.2.2, Mooncake 0.3.13.post1; router/Mooncake metadata labels stay as they key frozen points.

Point Output tok/s/GPU ↑ TTFT ms ↓ TPOT ms ↓
AgentX c120 PTP8x1/DTP16x1 6af39c 210.14 (N/A) 3,545.82 (N/A) 8.62 (N/A)
AgentX c960 PTP8x2/DTP16x1 0fa29f 888.3 (N/A) 10,174.35 (N/A) 14.68 (N/A)
AgentX c2400 PTP8x4/DTP16x1 93f978 817.94 (N/A) 43,178.35 (N/A) 17.24 (N/A)

Note: All rows: Δ N/A: dataset/scenario/statistic mismatch.
Note: AgentX c960 PTP8x2/DTP16x1 0fa29f: 77 request errors.
Note: AgentX c2400 PTP8x4/DTP16x1 93f978: 21 request errors.

Eval Score ↑ Samples
gsm8k/em_strict · c480 97.35% (+0.30 pp) 1,319 each
gsm8k/em_strict · c960 97.12% (-0.30 pp) 1,319 each
gsm8k/em_strict · c1440 97.5% (+0.30 pp) 1,319 each

Next: Attempt 8's c2400 gsm8k eval failed when decode TP5 hung silently loading DSpark draft weights until the post-load barrier, a node stall since the identical 4P1D setup loaded in the c2400 benchmark job, and the c1440 benchmark was preempted by the scheduler at 01:51 UTC; both were rerun as attempt 9 on the same run and head.

中文

基础设施重试 1 · 排队中 · Run 39383016006 / attempt 9 · 2026-10-21 01:56 UTC
lmsysorg/sglang:v0.5.22-cu130@sha256:e3a4f06001a29542fc4a8638536d9ffc5eb9c9942b08603c09b19a56eae4a1ae · 12a46f9d18cb · 平均延迟
**变更:**固定 v0.5.22-cu130 正式版(提交 baa9befa,为 c9a8fba9 的后代;配方的 37 个 SGLang 参数均保留),并将 Dynamo wheel 从 1.5.0.dev20260914 升至 1.6.0.dev20261014:sgl-project/sglang#41818 把 --dp-size N --enable-dp-attention 解析为 attn_dp_size=N、dp_size=1,只有 Dynamo 1.6 的 sglang_dp_layout 读取它(否则路由器只看到一个 DP rank);移除 v0.5.22 已不定义、且在默认统一缓存下无效的 SGLANG_OPT_SWA_SPLIT_LEAF_ON_INSERT;依赖:torch 2.14.1、flashinfer 0.7.1、sglang-kernel 0.4.9、deep-gemm 0.2.2、Mooncake 0.3.13.post1;router/Mooncake 元数据标签保持不变,因其构成冻结测试点标识。实测数值及异常说明见上表。
**下一步:**第 8 次尝试中,c2400 gsm8k 评测因 decode TP5 在加载 DSpark 草稿权重时无报错挂起直至加载后屏障超时而失败;由于完全相同的 4P1D 配置在 c2400 基准任务中加载正常,判定为节点卡顿。c1440 基准则于 01:51 UTC 被调度器抢占。两者已在同一运行和同一提交上作为第 9 次尝试重新运行。

@Klaud-Cold

Klaud-Cold commented Oct 21, 2026 •

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Infrastructure retry 1 · Queued · Run 39383016006 / attempt 10 · 2026-10-21 03:06 UTC
lmsysorg/sglang:v0.5.22-cu130@sha256:e3a4f06001a29542fc4a8638536d9ffc5eb9c9942b08603c09b19a56eae4a1ae · 12a46f9d18cb · Mean latency
Change: Pin the v0.5.22-cu130 release (commit baa9befa, descends from c9a8fba9; all 37 recipe SGLang args remain) and move the recipe Dynamo wheel 1.5.0.dev20260914 to 1.6.0.dev20261014, since sgl-project/sglang#41818 resolves --dp-size N --enable-dp-attention to attn_dp_size=N, dp_size=1, which only Dynamo 1.6 sglang_dp_layout reads (else the router sees one DP rank); drop SGLANG_OPT_SWA_SPLIT_LEAF_ON_INSERT, undefined in v0.5.22 and inert under the default unified cache; deps: torch 2.14.1, flashinfer 0.7.1, sglang-kernel 0.4.9, deep-gemm 0.2.2, Mooncake 0.3.13.post1; router/Mooncake metadata labels stay as they key frozen points.

Point Output tok/s/GPU ↑ TTFT ms ↓ TPOT ms ↓
AgentX c120 PTP8x1/DTP16x1 6af39c 210.14 (N/A) 3,545.82 (N/A) 8.62 (N/A)
AgentX c960 PTP8x2/DTP16x1 0fa29f 888.3 (N/A) 10,174.35 (N/A) 14.68 (N/A)
AgentX c2400 PTP8x4/DTP16x1 93f978 817.94 (N/A) 43,178.35 (N/A) 17.24 (N/A)

Note: All rows: Δ N/A: dataset/scenario/statistic mismatch.
Note: AgentX c960 PTP8x2/DTP16x1 0fa29f: 77 request errors.
Note: AgentX c2400 PTP8x4/DTP16x1 93f978: 21 request errors.

Eval Score ↑ Samples
gsm8k/em_strict · c480 97.35% (+0.30 pp) 1,319 each
gsm8k/em_strict · c960 97.12% (-0.30 pp) 1,319 each
gsm8k/em_strict · c1440 97.5% (+0.30 pp) 1,319 each

Next: Attempt 10 (rerun of the c2400 gsm8k eval after a node stall and of the scheduler-preempted c1440 benchmark) has been queued at background priority since 01:59 UTC with no job started; keep waiting.

中文

基础设施重试 1 · 排队中 · Run 39383016006 / attempt 10 · 2026-10-21 03:06 UTC
lmsysorg/sglang:v0.5.22-cu130@sha256:e3a4f06001a29542fc4a8638536d9ffc5eb9c9942b08603c09b19a56eae4a1ae · 12a46f9d18cb · 平均延迟
**变更:**固定 v0.5.22-cu130 正式版(提交 baa9befa,为 c9a8fba9 的后代;配方的 37 个 SGLang 参数均保留),并将 Dynamo wheel 从 1.5.0.dev20260914 升至 1.6.0.dev20261014:sgl-project/sglang#41818 把 --dp-size N --enable-dp-attention 解析为 attn_dp_size=N、dp_size=1,只有 Dynamo 1.6 的 sglang_dp_layout 读取它(否则路由器只看到一个 DP rank);移除 v0.5.22 已不定义、且在默认统一缓存下无效的 SGLANG_OPT_SWA_SPLIT_LEAF_ON_INSERT;依赖:torch 2.14.1、flashinfer 0.7.1、sglang-kernel 0.4.9、deep-gemm 0.2.2、Mooncake 0.3.13.post1;router/Mooncake 元数据标签保持不变,因其构成冻结测试点标识。实测数值及异常说明见上表。
**下一步:**第 10 次尝试(重跑因节点卡顿失败的 c2400 gsm8k 评测,以及被调度器抢占的 c1440 基准)自 01:59 UTC 起以后台优先级排队,尚无任务开始;继续等待。

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unexpected-error · Cleanup pending. Stop and confirm owned runs before closing.

中文

unexpected-error · 清理待完成。先停止并确认自有运行结束,再关闭 PR。

@Klaud-Cold Klaud-Cold closed this Oct 21, 2026
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Klaud-Cold deleted the klaud/auto-76054d6b0dbb8e62-62cd6fb27cbff374 branch October 21, 2026 18:17
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