Git Product home page Git Product logo

powdr's Introduction

powdr

Matrix Chat Twitter Follow

WARNING: This codebase is experimental and has not been audited. DO NOT USE FOR PRODUCTION!

For detailed documentation please visit the powdr book.

powdr is a toolkit that helps build zkVMs and similar proof frameworks.

It has two main components:

  • powdr-asm: an extensible assembly IR language to perform dynamic executions.
  • powdr-PIL: a low level constraint language that allows you to define arithmetic constraints, lookups, etc.

Both frontend and backend are highly flexible.

As an example, powdr contains a frontend that enables you to write code in (no-std) Rust, which is compiled to RISCV, then to powdr-asm and finally to powdr-PIL.

powdr-pil can be used to generate proofs using multiple backends, such as:

All stages are fully automatic, which means you do not need to write any additional code for witness generation besides your Rust code. All witnesses are automatically inferred from the constraints. Since the witnesses are inferred, powdr can ensure that the system is not underconstrained, i.e. there are no additional unwanted witnesses.

All artifacts from the compilation pipeline are human-readable. This means you can inspect the RISCV assembly files, the powdr-asm IR, and the compiled PIL file.

The assembly language is designed to be extensible. This means that it does not have a single native instruction. Instead, all instructions are user-defined and because of that, it is easy to adapt powdr assembly to any VM.

Notes on Efficiency

The current focus of the project is VM support and developer experience. The compiler generates many unnecessary columns. We will soon start writing optimizer steps that should bring performance closer to existing production systems.

Project structure

For an overview of the project structure, run:

cargo doc --workspace --no-deps --open

powdr's People

Contributors

chriseth avatar leonardoalt avatar georgwiese avatar schaeff avatar lvella avatar pacheco avatar gballet avatar emilyaherbert avatar champii avatar conor10 avatar dyxushuai avatar maddiaa0 avatar fredo avatar mehdi2sama avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.