use ark_ff::PrimeField; use ark_r1cs_std::fields::nonnative::NonNativeFieldVar; use ark_r1cs_std::{alloc::AllocVar, eq::EqGadget, fields::FieldVar}; use ark_relations::{ ns, r1cs::{ConstraintSystem, ConstraintSystemRef, OptimizationGoal}, }; use ark_std::rand::RngCore; const NUM_REPETITIONS: usize = 1; fn get_density(cs: &ConstraintSystemRef) -> usize { match cs { ConstraintSystemRef::None => panic!("Constraint system is none."), ConstraintSystemRef::CS(r) => { let mut cs_bak = r.borrow().clone(); cs_bak.finalize(); let matrices = cs_bak.to_matrices().unwrap(); matrices.a_num_non_zero + matrices.b_num_non_zero + matrices.c_num_non_zero } } } fn allocation( cs: ConstraintSystemRef, rng: &mut R, ) -> (usize, usize) { let a_native = TargetField::rand(rng); let constraints_before = cs.num_constraints(); let nonzeros_before = get_density(&cs); // There will be a check that ensures it has the reasonable number of bits let _ = NonNativeFieldVar::::new_witness(ns!(cs, "alloc a"), || { Ok(a_native) }) .unwrap(); let constraints_after = cs.num_constraints(); let nonzeros_after = get_density(&cs); return ( constraints_after - constraints_before, nonzeros_after - nonzeros_before, ); } fn addition( cs: ConstraintSystemRef, rng: &mut R, ) -> (usize, usize) { let a_native = TargetField::rand(rng); let a = NonNativeFieldVar::::new_witness(ns!(cs, "alloc a"), || { Ok(a_native) }) .unwrap(); let b_native = TargetField::rand(rng); let b = NonNativeFieldVar::::new_witness(ns!(cs, "alloc b"), || { Ok(b_native) }) .unwrap(); let constraints_before = cs.num_constraints(); let nonzeros_before = get_density(&cs); let _ = &a + &b; let constraints_after = cs.num_constraints(); let nonzeros_after = get_density(&cs); return ( constraints_after - constraints_before, nonzeros_after - nonzeros_before, ); } fn equality( cs: ConstraintSystemRef, rng: &mut R, ) -> (usize, usize) { let a_native = TargetField::rand(rng); let a1 = NonNativeFieldVar::::new_witness(ns!(cs, "alloc a1"), || { Ok(a_native) }) .unwrap(); let a2 = NonNativeFieldVar::::new_witness(ns!(cs, "alloc a2"), || { Ok(a_native) }) .unwrap(); let constraints_before = cs.num_constraints(); let nonzeros_before = get_density(&cs); a1.enforce_equal(&a2).unwrap(); let constraints_after = cs.num_constraints(); let nonzeros_after = get_density(&cs); return ( constraints_after - constraints_before, nonzeros_after - nonzeros_before, ); } fn multiplication( cs: ConstraintSystemRef, rng: &mut R, ) -> (usize, usize) { let a_native = TargetField::rand(rng); let a = NonNativeFieldVar::::new_witness(ns!(cs, "initial a"), || { Ok(a_native) }) .unwrap(); let b_native = TargetField::rand(rng); let b = NonNativeFieldVar::::new_witness(ns!(cs, "initial b"), || { Ok(b_native) }) .unwrap(); let constraints_before = cs.num_constraints(); let nonzeros_before = get_density(&cs); let _ = &a * &b; let constraints_after = cs.num_constraints(); let nonzeros_after = get_density(&cs); return ( constraints_after - constraints_before, nonzeros_after - nonzeros_before, ); } fn inverse( cs: ConstraintSystemRef, rng: &mut R, ) -> (usize, usize) { let num_native = TargetField::rand(rng); let num = NonNativeFieldVar::::new_witness(ns!(cs, "alloc"), || { Ok(num_native) }) .unwrap(); let constraints_before = cs.num_constraints(); let nonzeros_before = get_density(&cs); let _ = num.inverse().unwrap(); let constraints_after = cs.num_constraints(); let nonzeros_after = get_density(&cs); return ( constraints_after - constraints_before, nonzeros_after - nonzeros_before, ); } macro_rules! nonnative_bench_individual { ($bench_method:ident, $bench_name:ident, $bench_target_field:ty, $bench_base_field:ty) => { let rng = &mut ark_std::test_rng(); let mut num_constraints = 0; let mut num_nonzeros = 0; for _ in 0..NUM_REPETITIONS { let cs_sys = ConstraintSystem::<$bench_base_field>::new(); let cs = ConstraintSystemRef::new(cs_sys); cs.set_optimization_goal(OptimizationGoal::Constraints); let (cur_constraints, cur_nonzeros) = $bench_method::<$bench_target_field, $bench_base_field, _>(cs.clone(), rng); num_constraints += cur_constraints; num_nonzeros += cur_nonzeros; assert!(cs.is_satisfied().unwrap()); } let average_constraints = num_constraints / NUM_REPETITIONS; let average_nonzeros = num_nonzeros / NUM_REPETITIONS; println!( "{} takes: {} constraints, {} non-zeros", stringify!($bench_method), average_constraints, average_nonzeros, ); }; } macro_rules! nonnative_bench { ($bench_name:ident, $bench_target_field:ty, $bench_base_field:ty) => { println!( "For {} to simulate {}", stringify!($bench_base_field), stringify!($bench_target_field), ); nonnative_bench_individual!( allocation, $bench_name, $bench_target_field, $bench_base_field ); nonnative_bench_individual!( addition, $bench_name, $bench_target_field, $bench_base_field ); nonnative_bench_individual!( multiplication, $bench_name, $bench_target_field, $bench_base_field ); nonnative_bench_individual!( equality, $bench_name, $bench_target_field, $bench_base_field ); nonnative_bench_individual!(inverse, $bench_name, $bench_target_field, $bench_base_field); println!("----------------------") }; } fn main() { nonnative_bench!(MNT46Small, ark_mnt4_298::Fr, ark_mnt6_298::Fr); nonnative_bench!(MNT64Small, ark_mnt6_298::Fr, ark_mnt4_298::Fr); nonnative_bench!(MNT46Big, ark_mnt4_753::Fr, ark_mnt6_753::Fr); nonnative_bench!(MNT64Big, ark_mnt6_753::Fr, ark_mnt4_753::Fr); nonnative_bench!(BLS12MNT4Small, ark_bls12_381::Fr, ark_mnt4_298::Fr); nonnative_bench!(BLS12, ark_bls12_381::Fq, ark_bls12_381::Fr); nonnative_bench!(MNT6BigMNT4Small, ark_mnt6_753::Fr, ark_mnt4_298::Fr); }