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---
id: "589bbb5c-34e3-4f93-a5a9-9ba395734d97"
name: "self / nn / torch"
description: "General SOP for common requests related to self, nn, torch."
version: "0.1.0"
tags:
- "self"
- "nn"
- "torch"
triggers:
- "Use when the user asks for a process or checklist."
- "Use when you want to reuse a previously mentioned method/SOP."
examples:
- input: "Break this into best-practice, executable steps."
---
# 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.
