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Feat/read pk buffer capacity (#24)
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* feat: change default `read_pk` buffer capacity to 1MB

* feat: add bench for read_pk
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jonathanpwang authored Jul 27, 2023
1 parent cbf7219 commit 4aba23a
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5 changes: 5 additions & 0 deletions snark-verifier-sdk/Cargo.toml
Original file line number Diff line number Diff line change
Expand Up @@ -69,3 +69,8 @@ harness = false
name = "zkevm_plus_state"
required-features = ["loader_halo2", "loader_evm", "zkevm", "halo2-pse"]
harness = false

[[bench]]
name = "read_pk"
required-features = ["loader_halo2"]
harness = false
216 changes: 216 additions & 0 deletions snark-verifier-sdk/benches/read_pk.rs
Original file line number Diff line number Diff line change
@@ -0,0 +1,216 @@
use ark_std::{end_timer, start_timer};
use criterion::Criterion;
use criterion::{criterion_group, criterion_main};
use halo2_base::gates::builder::BASE_CONFIG_PARAMS;
use halo2_base::halo2_proofs;
use halo2_base::utils::fs::gen_srs;
use halo2_proofs::halo2curves as halo2_curves;
use halo2_proofs::{halo2curves::bn256::Bn256, poly::kzg::commitment::ParamsKZG};
use pprof::criterion::{Output, PProfProfiler};
use rand::rngs::OsRng;

use snark_verifier_sdk::halo2::aggregation::AggregationConfigParams;
use snark_verifier_sdk::{
gen_pk,
halo2::{aggregation::AggregationCircuit, gen_snark_shplonk},
Snark,
};
use snark_verifier_sdk::{read_pk_with_capacity, SHPLONK};
use std::path::Path;

mod application {
use super::halo2_curves::bn256::Fr;
use super::halo2_proofs::{
circuit::{Layouter, SimpleFloorPlanner, Value},
plonk::{Advice, Circuit, Column, ConstraintSystem, Error, Fixed, Instance},
poly::Rotation,
};
use rand::RngCore;
use snark_verifier_sdk::CircuitExt;

#[derive(Clone, Copy)]
pub struct StandardPlonkConfig {
a: Column<Advice>,
b: Column<Advice>,
c: Column<Advice>,
q_a: Column<Fixed>,
q_b: Column<Fixed>,
q_c: Column<Fixed>,
q_ab: Column<Fixed>,
constant: Column<Fixed>,
#[allow(dead_code)]
instance: Column<Instance>,
}

impl StandardPlonkConfig {
fn configure(meta: &mut ConstraintSystem<Fr>) -> Self {
let [a, b, c] = [(); 3].map(|_| meta.advice_column());
let [q_a, q_b, q_c, q_ab, constant] = [(); 5].map(|_| meta.fixed_column());
let instance = meta.instance_column();

[a, b, c].map(|column| meta.enable_equality(column));

meta.create_gate(
"q_a·a + q_b·b + q_c·c + q_ab·a·b + constant + instance = 0",
|meta| {
let [a, b, c] =
[a, b, c].map(|column| meta.query_advice(column, Rotation::cur()));
let [q_a, q_b, q_c, q_ab, constant] = [q_a, q_b, q_c, q_ab, constant]
.map(|column| meta.query_fixed(column, Rotation::cur()));
let instance = meta.query_instance(instance, Rotation::cur());
Some(
q_a * a.clone()
+ q_b * b.clone()
+ q_c * c
+ q_ab * a * b
+ constant
+ instance,
)
},
);

StandardPlonkConfig { a, b, c, q_a, q_b, q_c, q_ab, constant, instance }
}
}

#[derive(Clone, Default)]
pub struct StandardPlonk(Fr);

impl StandardPlonk {
pub fn rand<R: RngCore>(mut rng: R) -> Self {
Self(Fr::from(rng.next_u32() as u64))
}
}

impl CircuitExt<Fr> for StandardPlonk {
fn num_instance(&self) -> Vec<usize> {
vec![1]
}

fn instances(&self) -> Vec<Vec<Fr>> {
vec![vec![self.0]]
}
}

impl Circuit<Fr> for StandardPlonk {
type Config = StandardPlonkConfig;
type FloorPlanner = SimpleFloorPlanner;

fn without_witnesses(&self) -> Self {
Self::default()
}

fn configure(meta: &mut ConstraintSystem<Fr>) -> Self::Config {
meta.set_minimum_degree(4);
StandardPlonkConfig::configure(meta)
}

fn synthesize(
&self,
config: Self::Config,
mut layouter: impl Layouter<Fr>,
) -> Result<(), Error> {
layouter.assign_region(
|| "",
|mut region| {
#[cfg(feature = "halo2-pse")]
{
region.assign_advice(|| "", config.a, 0, || Value::known(self.0))?;
region.assign_fixed(|| "", config.q_a, 0, || Value::known(-Fr::one()))?;
region.assign_advice(
|| "",
config.a,
1,
|| Value::known(-Fr::from(5u64)),
)?;
for (idx, column) in (1..).zip([
config.q_a,
config.q_b,
config.q_c,
config.q_ab,
config.constant,
]) {
region.assign_fixed(
|| "",
column,
1,
|| Value::known(Fr::from(idx as u64)),
)?;
}
let a =
region.assign_advice(|| "", config.a, 2, || Value::known(Fr::one()))?;
a.copy_advice(|| "", &mut region, config.b, 3)?;
a.copy_advice(|| "", &mut region, config.c, 4)?;
}
#[cfg(feature = "halo2-axiom")]
{
region.assign_advice(config.a, 0, Value::known(self.0));
region.assign_fixed(config.q_a, 0, -Fr::one());
region.assign_advice(config.a, 1, Value::known(-Fr::from(5u64)));
for (idx, column) in (1..).zip([
config.q_a,
config.q_b,
config.q_c,
config.q_ab,
config.constant,
]) {
region.assign_fixed(column, 1, Fr::from(idx as u64));
}

let a = region.assign_advice(config.a, 2, Value::known(Fr::one()));
a.copy_advice(&mut region, config.b, 3);
a.copy_advice(&mut region, config.c, 4);
}

Ok(())
},
)
}
}
}

fn gen_application_snark(params: &ParamsKZG<Bn256>) -> Snark {
let circuit = application::StandardPlonk::rand(OsRng);

let pk = gen_pk(params, &circuit, Some(Path::new("examples/app.pk")));
gen_snark_shplonk(params, &pk, circuit, Some(Path::new("examples/app.snark")))
}

fn bench(c: &mut Criterion) {
let path = "./configs/example_evm_accumulator.json";
let params_app = gen_srs(8);

let snarks = [(); 3].map(|_| gen_application_snark(&params_app));
let agg_config = AggregationConfigParams::from_path(path);
BASE_CONFIG_PARAMS.with(|params| *params.borrow_mut() = agg_config.into());
let params = gen_srs(agg_config.degree);

let agg_circuit = AggregationCircuit::keygen::<SHPLONK>(&params, snarks);

let start0 = start_timer!(|| "gen vk & pk");
gen_pk(&params, &agg_circuit, Some(Path::new("examples/agg.pk")));
end_timer!(start0);

let mut group = c.benchmark_group("read-pk");
group.sample_size(10);
group.bench_with_input("1mb", &(1024 * 1024), |b, &c| {
b.iter(|| read_pk_with_capacity::<AggregationCircuit>(c, "examples/agg.pk"))
});
group.bench_with_input("10mb", &(10 * 1024 * 1024), |b, &c| {
b.iter(|| read_pk_with_capacity::<AggregationCircuit>(c, "examples/agg.pk"))
});
group.bench_with_input("100mb", &(100 * 1024 * 1024), |b, &c| {
b.iter(|| read_pk_with_capacity::<AggregationCircuit>(c, "examples/agg.pk"))
});
group.bench_with_input("1gb", &(1024 * 1024 * 1024), |b, &c| {
b.iter(|| read_pk_with_capacity::<AggregationCircuit>(c, "examples/agg.pk"))
});
group.finish();
}

criterion_group! {
name = benches;
config = Criterion::default().with_profiler(PProfProfiler::new(10, Output::Flamegraph(None)));
targets = bench
}
criterion_main!(benches);
17 changes: 13 additions & 4 deletions snark-verifier-sdk/src/lib.rs
Original file line number Diff line number Diff line change
Expand Up @@ -33,6 +33,8 @@ pub mod halo2;
pub const LIMBS: usize = 3;
pub const BITS: usize = 88;

const BUFFER_SIZE: usize = 1024 * 1024; // 1MB

/// AS stands for accumulation scheme.
/// AS can be either `Kzg<Bn256, Gwc19>` (the original PLONK KZG multi-open) or `Kzg<Bn256, Bdfg21>` (SHPLONK)
pub type PlonkVerifier<AS> = verifier::plonk::PlonkVerifier<AS, LimbsEncoding<LIMBS, BITS>>;
Expand Down Expand Up @@ -77,12 +79,19 @@ pub trait CircuitExt<F: Field>: Circuit<F> {
}

pub fn read_pk<C: Circuit<Fr>>(path: &Path) -> io::Result<ProvingKey<G1Affine>> {
let f = File::open(path)?;
read_pk_with_capacity::<C>(BUFFER_SIZE, path)
}

pub fn read_pk_with_capacity<C: Circuit<Fr>>(
capacity: usize,
path: impl AsRef<Path>,
) -> io::Result<ProvingKey<G1Affine>> {
let f = File::open(path.as_ref())?;
#[cfg(feature = "display")]
let read_time = start_timer!(|| format!("Reading pkey from {path:?}"));
let read_time = start_timer!(|| format!("Reading pkey from {:?}", path.as_ref()));

// BufReader is indeed MUCH faster than Read
let mut bufreader = BufReader::new(f);
let mut bufreader = BufReader::with_capacity(capacity, f);
// But it's even faster to load the whole file into memory first and then process,
// HOWEVER this requires twice as much memory to initialize
// let initial_buffer_size = f.metadata().map(|m| m.len() as usize + 1).unwrap_or(0);
Expand Down Expand Up @@ -121,7 +130,7 @@ pub fn gen_pk<C: Circuit<Fr>>(
let write_time = start_timer!(|| format!("Writing pkey to {path:?}"));

path.parent().and_then(|dir| fs::create_dir_all(dir).ok()).unwrap();
let mut f = BufWriter::new(File::create(path).unwrap());
let mut f = BufWriter::with_capacity(BUFFER_SIZE, File::create(path).unwrap());
pk.write(&mut f, SerdeFormat::RawBytesUnchecked).unwrap();

#[cfg(feature = "display")]
Expand Down

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