triton-cuda-reduce
triton-cuda-reduce is an MLOps & model serving skill for AI agents, published by mindspore-ai in the akg repository on GitHub. Skillspace rates triton-cuda-reduce D (68/100) and it passed the safety scan; the rating is based on static analysis only.
归约算子(reduce)优化策略，包含 sum/mean/max/min、softmax、layernorm、logsoftmax 等实现技巧。适用于需要在 CUDA GPU 上实现任意维度归约、规范化层或注意力分数计算的内核代码生成场景
- Grade
- D
- Quality
- 68 / 100
- Safety
- Passed
- GitHub stars
- 255
Unproven: rated by static analysis only, not yet compared head-to-head.
Our two independent classifiers differ on this skill's category, so treat the placement as provisional.
This rating describes the version of the repository we crawled; it may have changed since, so go by its current files.
Our review
- Architecture
- 89 / 100
- Maturity
- Basic: a single SKILL.md
- Security scan
- No issues found
- License
- Apache-2.0
- Adoption
- Adopted by 2 other repositories, in 0 collections
Not checked yet
- Not judged on the rubric yet (not a contender in its category)
- No blind task eval yet
- Scope (portable / vendor / repo-internal) not assessed; only the top of each category is read for scope
- Sibling files (scripts, references) not fetched; security scan covers SKILL.md only
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