triton-cuda-examples-torch

triton-cuda-examples-torch is an MLOps & model serving skill for AI agents, published by mindspore-ai in the akg repository on GitHub. Skillspace rates triton-cuda-examples-torch D (66/100) and it passed the safety scan; the rating is based on static analysis only.

PyTorch 框架下 Triton CUDA 内核的完整集成示例，包括 vector_add、matmul、layer_norm、softmax 等标准算子实现。适用于需要参考 PyTorch 算子包装方式、torch.autograd.Function 实现模式的 CUDA 内核代码生成场景

Grade
D
Quality
66 / 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.

View source on GitHubmindspore-ai/akg

Our review

Architecture
84 / 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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