[Cherry-Pick][BugFix] cherry-pick #7238 support moe for sm103

[BingooYang]

Motivation

支持moe sm103编译

Modifications

支持sm103编译

Usage or Command

no

Accuracy Tests

no

Checklist

• Add at least a tag in the PR title.
  • Tag list: [[FDConfig],[APIServer],[Engine], [Scheduler], [PD Disaggregation], [Executor], [Graph Optimization], [Speculative Decoding], [RL], [Models], [Quantization], [Loader], [OP], [KVCache], [DataProcessor], [BugFix], [Docs], [CI], [Optimization], [Feature], [Benchmark], [Others], [XPU], [HPU], [GCU], [DCU], [Iluvatar], [Metax]]
  • You can add new tags based on the PR content, but the semantics must be clear.
• Format your code, run pre-commit before commit.
• Add unit tests. Please write the reason in this PR if no unit tests.
• Provide accuracy results.
• If the current PR is submitting to the release branch, make sure the PR has been submitted to the develop branch, then cherry-pick it to the release branch with the [Cherry-Pick] PR tag.

[paddle-bot]

Thanks for your contribution!

[PaddlePaddle-bot]

🤖 AI Code Review | 2026-04-08

📋 Review 摘要

PR 概述：支持 MOE GEMM kernel 在 SM103 (Compute Capability 10.3) 设备上编译运行

变更范围：custom_ops/gpu_ops/cutlass_kernels/moe_gemm/ (2 个文件)

影响面 Tag：[BugFix] [OP]

📝 PR 规范检查

✅ 标题包含有效 Tag [BugFix]
✅ 描述包含 Motivation 和 Modifications 部分

问题

级别	文件	概述
-	-	-

未发现阻塞性问题。

总体评价

变更简单直接，通过扩展架构检查范围使 SM103 设备能够编译 MOE kernel。SM103 (Compute Capability 10.3) 将使用 Sm80 kernel 运行，这在没有专用 kernel 实现的情况下是合理的方案。

技术细节

1. 编译时检查：__CUDA_ARCH__ < 1010 → < 1100，使 SM103 (1030) 在 Sm80 kernel 编译范围内
2. 运行时检查：sm_ < 101 → < 104，同步修改运行时 SM 版本分发逻辑
3. 影响范围：SM80-SM103 (8.0-10.3) 所有设备都使用 Sm80 kernel

[codecov-commenter]

Codecov Report

✅ All modified and coverable lines are covered by tests.
⚠️ Please upload report for BASE (release/2.6@7ab48c4). Learn more about missing BASE report.

Additional details and impacted files

@@              Coverage Diff               @@
##             release/2.6    #7240   +/-   ##
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  Coverage               ?   73.87%           
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  Files                  ?      376           
  Lines                  ?    52886           
  Branches               ?     8249           
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  Hits                   ?    39071           
  Misses                 ?    11089           
  Partials               ?     2726           

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