tilelang-npu-api-reference
TileLang Ascend NPU API reference — shared documentation for both convert and optimize workflows.
- License 许可
- Apache-2.0
- 所属仓库
- Piagari/helix
- 最近更新
- 2026-07-16
- Stars
- ★ 0
- Forks
- 0
01 前言 Front Matter
- name
- tilelang-npu-api-reference
- description
- TileLang Ascend NPU API reference — shared documentation for both convert and optimize workflows.
02 资源文件 5
- 参考文档references/tilelang-compute-developer.md7.8 KB
- 参考文档references/tilelang-compute-expert.md8.6 KB
- 参考文档references/tilelang-kernel-basics.md10.9 KB
- 参考文档references/tilelang-memory-developer.md4.9 KB
- 参考文档references/tilelang-memory-expert.md9.1 KB
03 SKILL.md 正文
TileLang Ascend NPU API Reference
Shared API reference for TileLang Ascend NPU kernel development. Used by both convert and optimize workflows.
Reference Documents
| File | Contents |
|---|---|
| tilelang-kernel-basics.md | Shared infrastructure: @tilelang.jit, T.Kernel, loops, pass_configs, cache, autotune |
| tilelang-memory-developer.md | Layer 1 memory: T.alloc_shared, T.alloc_fragment, T.alloc_var, T.copy |
| tilelang-memory-expert.md | Layer 3 memory: T.alloc_ub, T.alloc_L1, T.alloc_L0* |
| tilelang-compute-developer.md | Layer 1 compute: T.gemm_v0, T.reduce_*, T.Parallel + symbolic math |
| tilelang-compute-expert.md | Layer 2 extended T.tile.* + Layer 3 sync primitives |
04 同仓库更多 Skills
triton-npu-repair-guide
Heuristic fixes for Ascend Triton compile/JIT/kernel errors and numerical precision mismatches when editing or converting the operator. Does not replace ascend-npu-gen-test, ascend-npu-gen-bench, or harness specs.
triton-npu-optimize
Iteratively optimize a Triton Ascend NPU operator with correctness and performance gates. Use for operator optimization tasks that need repeated correctness validation, benchmark validation, multi-round experiment tracking, reusable optimization notes, and profiler-backed performance analysis when benchmark results need deeper explanation.
triton-npu-optimize-knowledge
Generic reference-only optimize knowledge for pattern triage and evidence-backed symptom routing. This skill does not define optimize workflow or own round artifacts.
triton-npu-optimize-knowledge-v3
Generic reference-only optimize knowledge (v3 working copy) for pattern triage and evidence-backed symptom routing. This skill does not define optimize workflow or own round artifacts; prefer this tree for ongoing knowledge updates.
triton-npu-optimize-knowledge
Generic reference-only optimize knowledge for pattern triage and evidence-backed symptom routing. This skill does not define optimize workflow or own round artifacts.
triton-npu-convert-pytorch-operator
Convert one PyTorch operator into a Triton NPU-backed PyTorch operator, preserve the trailing input-helper block, and validate the converted output through standalone or differential testing.