# self / nn / torch

> General SOP for common requests related to self, nn, torch.

- Skill: `majiayu000/self-nn-torch` (Agent Skill, multi-file: 2 files)
- Install (CLI): `npx skillmds add majiayu000/self-nn-torch`
- Raw SKILL.md: https://api.skillmd.com/api/skills/majiayu000/self-nn-torch/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- Author: majiayu000 (https://skillmd.com/u/majiayu000)
- Updated: 2026-09-09
- Page: https://skillmd.com/skills/majiayu000/self-nn-torch

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# self / nn / torch

General SOP for common requests related to self, nn, torch.

## Prompt

Follow this SOP (replace specifics with placeholders like <PROJECT>/<ENV>/<VERSION>):
1) Ex
2) reshape
3) 1×1Conv(Low-dimentional Projection
4) 并行的（1×1 Conv和1×1 DW-Conv
5) 元素级相加
6) 1×1Conv
7) GELU
8) 1×1Conv(High-dimensional Projection
9) Fx + 当前输出
10) Fx

For each step, include: action, checks, and failure rollback/fallback plan.
Output format: for each step number, provide status/result and what to do next.

## Triggers

- Use when the user asks for a process or checklist.
- Use when you want to reuse a previously mentioned method/SOP.

## Examples

### Example 1

Input:

  Break this into best-practice, executable steps.