This repo adds support for hardware accelerated proving to plonky2 and starky.
To keep things modular, individual hardware accelerators are not implemented directly in plonky2-hwa and instead can be configured via GenericConfig.
To see an example of how to use plonky2-hwa with Metal (Apple Silicon) acceleration, check out the plonky2-metal-demo.
Made with ❤️ by QED
This repository was originally for Plonky2, a SNARK implementation based on techniques from PLONK and FRI. It has since expanded to include tools such as Starky, a highly performant STARK implementation.
For more details about the Plonky2 argument system, see this writeup.
Polymer Labs has written up a helpful tutorial here!
A good starting point for how to use Plonky2 for simple applications is the included examples:
factorial: Proving knowledge of 100!fibonacci: Proving knowledge of the hundredth Fibonacci numberrange_check: Proving that a field element is in a given rangesquare_root: Proving knowledge of the square root of a given field element
To run an example, use
cargo run --example <example_name>Plonky2 requires a recent nightly toolchain, although we plan to transition to stable in the future.
To use a nightly toolchain for Plonky2 by default, you can run
rustup override set nightly
in the Plonky2 directory.
To see recursion performance, one can run this bench, which generates a chain of three recursion proofs:
RUSTFLAGS=-Ctarget-cpu=native cargo run --release --example bench_recursion -- -vvPlonky2 prefers the Jemalloc memory allocator due to its superior performance. To use it, include jemallocator = "0.5.0" in your Cargo.toml and add the following lines
to your main.rs:
use jemallocator::Jemalloc;
#[global_allocator]
static GLOBAL: Jemalloc = Jemalloc;Jemalloc is known to cause crashes when a binary compiled for x86 is run on an Apple silicon-based Mac under Rosetta 2. If you are experiencing crashes on your Apple silicon Mac, run rustc --print target-libdir. The output should contain aarch64-apple-darwin. If the output contains x86_64-apple-darwin, then you are running the Rust toolchain for x86; we recommend switching to the native ARM version.
See CONTRIBUTING.md.
All crates of this monorepo are licensed under either of
- Apache License, Version 2.0, (LICENSE-APACHE or http://www.apache.org/licenses/LICENSE-2.0)
- MIT license (LICENSE-MIT or http://opensource.org/licenses/MIT)
at your option.
This code has not yet been audited, and should not be used in any production systems.
While Plonky2 is configurable, its defaults generally target 100 bits of security. The default FRI configuration targets 100 bits of conjectured security based on the conjecture in ethSTARK.
Plonky2's default hash function is Poseidon, configured with 8 full rounds, 22 partial rounds, a width of 12 field elements (each ~64 bits), and an S-box of x^7. BBLP22 suggests that this configuration may have around 95 bits of security, falling a bit short of our 100 bit target.
- Polygon Zero's zkEVM, an efficient Type 1 zkEVM built on top of Starky and plonky2
- System Zero, a zkVM built on top of Starky
- Waksman, Plonky2 gadgets for permutation checking using Waksman networks
- Insertion, Plonky2 gadgets for insertion into a list
- u32, Plonky2 gadgets for u32 arithmetic
- ECDSA, Plonky2 gadgets for the ECDSA algorithm