Nova/benches/recursive-snark.rs
benches/recursive-snark.rsRaw
1#![allow(non_snake_case)]
2
3use bellperson::{gadgets::num::AllocatedNum, ConstraintSystem, SynthesisError};
4use core::marker::PhantomData;
5use criterion::*;
6use ff::PrimeField;
7use nova_snark::{
8 traits::{
9 circuit::{StepCircuit, TrivialTestCircuit},
10 Group,
11 },
12 PublicParams, RecursiveSNARK,
13};
14use std::time::Duration;
15
16type G1 = pasta_curves::pallas::Point;
17type G2 = pasta_curves::vesta::Point;
18type C1 = NonTrivialTestCircuit<<G1 as Group>::Scalar>;
19type C2 = TrivialTestCircuit<<G2 as Group>::Scalar>;
20
21criterion_group! {
22name = recursive_snark;
23config = Criterion::default().warm_up_time(Duration::from_millis(3000));
24targets = bench_recursive_snark
25}
26
27criterion_main!(recursive_snark);
28
29fn bench_recursive_snark(c: &mut Criterion) {
30 let num_cons_verifier_circuit_primary = 9819;
31 // we vary the number of constraints in the step circuit
32 for &num_cons_in_augmented_circuit in
33 [9819, 16384, 32768, 65536, 131072, 262144, 524288, 1048576].iter()
34 {
35 // number of constraints in the step circuit
36 let num_cons = num_cons_in_augmented_circuit - num_cons_verifier_circuit_primary;
37
38 let mut group = c.benchmark_group(format!("RecursiveSNARK-StepCircuitSize-{num_cons}"));
39 group.sample_size(10);
40
41 let c_primary = NonTrivialTestCircuit::new(num_cons);
42 let c_secondary = TrivialTestCircuit::default();
43
44 // Produce public parameters
45 let pp = PublicParams::<G1, G2, C1, C2>::setup(c_primary.clone(), c_secondary.clone());
46
47 // Bench time to produce a recursive SNARK;
48 // we execute a certain number of warm-up steps since executing
49 // the first step is cheaper than other steps owing to the presence of
50 // a lot of zeros in the satisfying assignment
51 let num_warmup_steps = 10;
52 let mut recursive_snark: RecursiveSNARK<G1, G2, C1, C2> = RecursiveSNARK::new(
53 &pp,
54 &c_primary,
55 &c_secondary,
56 vec![<G1 as Group>::Scalar::from(2u64)],
57 vec![<G2 as Group>::Scalar::from(2u64)],
58 );
59
60 for i in 0..num_warmup_steps {
61 let res = recursive_snark.prove_step(
62 &pp,
63 &c_primary,
64 &c_secondary,
65 vec![<G1 as Group>::Scalar::from(2u64)],
66 vec![<G2 as Group>::Scalar::from(2u64)],
67 );
68 assert!(res.is_ok());
69
70 // verify the recursive snark at each step of recursion
71 let res = recursive_snark.verify(
72 &pp,
73 i + 1,
74 &[<G1 as Group>::Scalar::from(2u64)],
75 &[<G2 as Group>::Scalar::from(2u64)],
76 );
77 assert!(res.is_ok());
78 }
79
80 group.bench_function("Prove", |b| {
81 b.iter(|| {
82 // produce a recursive SNARK for a step of the recursion
83 assert!(black_box(&mut recursive_snark.clone())
84 .prove_step(
85 black_box(&pp),
86 black_box(&c_primary),
87 black_box(&c_secondary),
88 black_box(vec![<G1 as Group>::Scalar::from(2u64)]),
89 black_box(vec![<G2 as Group>::Scalar::from(2u64)]),
90 )
91 .is_ok());
92 })
93 });
94
95 // Benchmark the verification time
96 group.bench_function("Verify", |b| {
97 b.iter(|| {
98 assert!(black_box(&recursive_snark)
99 .verify(
100 black_box(&pp),
101 black_box(num_warmup_steps),
102 black_box(&vec![<G1 as Group>::Scalar::from(2u64)][..]),
103 black_box(&vec![<G2 as Group>::Scalar::from(2u64)][..]),
104 )
105 .is_ok());
106 });
107 });
108 group.finish();
109 }
110}
111
112#[derive(Clone, Debug, Default)]
113struct NonTrivialTestCircuit<F: PrimeField> {
114 num_cons: usize,
115 _p: PhantomData<F>,
116}
117
118impl<F> NonTrivialTestCircuit<F>
119where
120 F: PrimeField,
121{
122 pub fn new(num_cons: usize) -> Self {
123 Self {
124 num_cons,
125 _p: Default::default(),
126 }
127 }
128}
129impl<F> StepCircuit<F> for NonTrivialTestCircuit<F>
130where
131 F: PrimeField,
132{
133 fn arity(&self) -> usize {
134 1
135 }
136
137 fn synthesize<CS: ConstraintSystem<F>>(
138 &self,
139 cs: &mut CS,
140 z: &[AllocatedNum<F>],
141 ) -> Result<Vec<AllocatedNum<F>>, SynthesisError> {
142 // Consider a an equation: `x^2 = y`, where `x` and `y` are respectively the input and output.
143 let mut x = z[0].clone();
144 let mut y = x.clone();
145 for i in 0..self.num_cons {
146 y = x.square(cs.namespace(|| format!("x_sq_{i}")))?;
147 x = y.clone();
148 }
149 Ok(vec![y])
150 }
151
152 fn output(&self, z: &[F]) -> Vec<F> {
153 let mut x = z[0];
154 let mut y = x;
155 for _i in 0..self.num_cons {
156 y = x * x;
157 x = y;
158 }
159 vec![y]
160 }
161}