Vamp-IR

Vamp-IR is a language for arithmetic circuits. The Vamp-IR compiler can transform an arithmetic circuit into a form that is compatible with any proving system backend.

Docs

Vamp-IR book (WIP)

Trying Vamp-IR

Installation

git clone git@github.com:anoma/vamp-ir
cd vamp-ir
cargo build

Hello World!

We will build a circuit in Vamp-IR that checks if a pair $(x, y)$ is a point on a circle of a certain radius, $R$, which is given publicly.

In a file pyth.pir :

// declare R to be public
pub R;

// define the Pythagorean relation we are checking
def pyth a b c = {
  a^2 + b^2 = c^2
};

// appends constraint x^2 + y^2 = R^2 to the circuit
pyth x y R;

Compile

Compile source pyth.pir to a circuit that can be used in Halo2 and serialize it to the file pyth.halo2.

vamp-ir halo2 compile -s pyth.pir -o pyth.halo2

Create a proof

Suppose the target radius $R$ is $25$, and we come up with $(x, y) = (15, 20)$. We can use vamp-ir to create a Halo2 proof using these inputs.

First create a file pyth.inputs in JSON format which contains our solution.

{
  "x": "15",
  "y": "20",
  "R": "25"
}

Then run the Halo2 prover using our compiled circuit and our inputs, outputting a Halo2 proof to pyth.proof.

vamp-ir halo2 prove -c pyth.halo2 -i pyth.inputs -o pyth.proof

Verify the proof

Run the Halo2 verifier using the compiled circuit and the proof.

vamp-ir halo2 verify -c pyth.halo2 -p pyth.proof

Benchmarks

These benchmarks are performed on a Lenovo ThinkPad X1 Carbon Gen 9 with 8.0 GiB RAM and an 11th Gen Intel® Core™ i5-1135G7 @ 2.40GHz × 8 unless stated otherwise

Halo2 backend

SHA256 1 block message

	`Compile`	`Prove`	`Verify`
Vamp-IR	`172.05 s`	`26.72 s`	`0.61 s`
Halo2	//	`161.05 s`	`1.06 s`

SHA256 2 block message

	`Compile`	`Prove`	`Verify`
Vamp-IR	`353.76 s`	`46.91 s`	`1.09 s`
Halo2	//	`160.03 s`	`1.05 s`

SHA256 4 block message

	`Compile`	`Prove`	`Verify`
Vamp-IR	`729.47 s`	Memory Failiure	X
Halo2	//	`160.36 s`	`1.03 s`

We re-run the with a device that has 128GB of RAM and these are the results:

	`Compile`	`Prove`	`Verify`
Vamp-IR	`60 s`	`81.983 s`	`0.6 s`

ZK-garage plonk backend

Blake2s

	`Compile`	`Prove`	`Verify`
Vamp-IR	`76.30 s`	`57.59 s`	`0.22 s`
ZK-Garage	//	`32.48 s`	`0.10 s`

Blake2s using only fan-in 2 gates

To have a more fair comparison between Vamp-IR and ZK-Garage, we can use only fan-in 2 gates in the Blake2s circuit. This is because the current version of Vamp-IR does not uses fan-in 3 gates, as the ZK-Garage backend does, which in a speed-up.

	`Compile`	`Prove`	`Verify`
Vamp-IR	`76.30 s`	`57.59 s`	`0.22 s`
ZK-Garage	//	`360.48 s`	`0.81 s`

The version of Blake2 used for the latter benchmark can be found here: https://github.com/heliaxdev/ark-plonk/blob/blake2s/examples/blake2s_circuit_fain2.rs

License

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.

Contribution

Unless you explicitly state otherwise, any contribution intentionally submitted for inclusion in the work by you, as defined in the Apache-2.0 license, shall be dual licensed as above, without any additional terms or conditions.

jonaprieto/vamp-ir