usamahz/cpu-performance-engineering

选用指南

AI 根据 README 整理 · 2026/10/14 14:21:11

目标用户

面向希望理解CPU性能工程、从指令级到生产推理的工程师。

查看 README 依据

helped. This is the reading that gets you there, in the order that makes the next piece legible. **Scope.** x86 and Arm server parts, from one instruction through to serving a model on CPU. Not language runtimes, database internals, or anything above the socket. **Evidence.** Primary sources only: the paper, the specification, the vendor manual, the repository, or a report by the person who did the work. Any number, anywhere in this repository, carries all seven fields set out in [What earns a place](#what-earns-a-place), or it is not quoted.

使用方式

这是一个阅读路径，按顺序阅读，部分章节附有可运行的基准测试，并提供一个MCP服务器供AI客户端使用。

查看 README 依据

**Proof.** Fourteen of the sections end in a benchmark under [misc/benchmarks/](misc/benchmarks/README.md): C source, the build line, the machine, the raw numbers and the analysis, all committed. Run them yourself. **Plug it in.** The MCP server in [misc/mcp/](misc/mcp/README.md) turns this list into a CPU performance brain inside any AI client: the reading order, every rejected candidate with the rule it failed, every benchmark, and an index of the linked sources built on the reader's own machine. Point it at real work and the answers quote those sources and cite them. With

[uv](https://docs.astral.sh/uv/) installed, one command adds it. **Claude Code** ```sh claude mcp add --scope user cpu-perf -- uvx cpu-perf ``` **Codex** ```sh codex mcp add cpu-perf -- uvx cpu-perf ``` Claude Desktop, Cursor and VS Code take a few lines of config, given in [Connect it](misc/mcp/README.md#connect-it). Section 1 is a path through the rest; read it top to bottom before using the numbered sections as a reference. ## Contents - [1. Start here](#1-start-here) - [2. One instruction, end to end](#2-one-instruction-end-to-end) - [Fetch and decode](#fetch-and-decode)

部署要求

需要安装uv以运行MCP服务器。

查看 README 依据

[uv](https://docs.astral.sh/uv/) installed, one command adds it. **Claude Code** ```sh claude mcp add --scope user cpu-perf -- uvx cpu-perf ``` **Codex** ```sh codex mcp add cpu-perf -- uvx cpu-perf ``` Claude Desktop, Cursor and VS Code take a few lines of config, given in [Connect it](misc/mcp/README.md#connect-it). Section 1 is a path through the rest; read it top to bottom before using the numbered sections as a reference. ## Contents - [1. Start here](#1-start-here) - [2. One instruction, end to end](#2-one-instruction-end-to-end) - [Fetch and decode](#fetch-and-decode)