jieran-zhang/cannbot-skills/ops-precision-standard

Claude Code and agent skill by jieran-zhang/cannbot-skills

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算子精度标准。描述 Ascend C 算子各种 dtype 输出对应的精度比对标准（atol/rtol）。当需要（1）评估算子精度是否达标，（2）编写 ST 测试验证精度，（3）处理 FP16/FP32/BF16 等不同数据类型精度问题，（4）确认算子精度验收标准时触发。

Install

npx vskill@latest install jieran-zhang/cannbot-skills/ops-precision-standard

SKILL.md

The same SKILL.md was published earlier as mcgatom/codex-cannbot/ops-precision-standard.

选择精度标准

随机数生成算子？
  ├─ 是 → 随机数生成类标准(reference/random_generation.md)
  └─ 否 → 包含数值计算？
           ├─ 否 → 非计算类标准(reference/non_compute.md)
           └─ 是 → 检查输入输出dtype
                    ├─ 均为整型 → 整数计算类标准(reference/integer_compute.md)
                    ├─ 整型↔浮点 → 用户明确说明使用商用标准？
                    │              ├─ 是 → 量化计算类标准 (reference/quantization.md)
                    │              └─ 否 → 量化计算类社区标准(reference/quantization_community.md)
                    └─ 均为浮点 → 用户明确说明使用商用标准？
                                  ├─ 是 → 浮点计算类标准(reference/float_compute.md)
                                  └─ 否 → 浮点计算类社区标准(reference/float_compute_community.md)

辅助文档

  • [特殊场景处理](reference/special_cases.md) - 小值域、INF/NAN、精度复检等特殊场景
  • [标杆构造方法](reference/benchmark_construction.md) - CPU Golden或三方芯片标杆构造
  • [测试用例生成](reference/test_case_generation.md) - 测试用例设计与边界覆盖

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