implement prefetch for nightly
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@ -25,6 +25,7 @@ byteorder = "1"
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futures-cpupool = {version = "0.1", optional = true}
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num_cpus = {version = "1", optional = true}
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crossbeam = {version = "0.7.1", optional = true}
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prefetch = {version = "0.2", optional = true}
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web-sys = {version = "0.3.17", optional = true, features = ["console", "Performance", "Window"]}
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@ -33,8 +34,10 @@ blake2-rfc = {version = "0.2.18", optional = true}
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[features]
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default = ["multicore"]
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#default = ["multicore", "nightly"]
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#default = ["wasm"]
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multicore = ["futures-cpupool", "num_cpus", "crossbeam"]
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sonic = ["tiny-keccak", "blake2-rfc"]
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gm17 = []
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wasm = ["web-sys"]
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nightly = ["prefetch"]
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103
src/multiexp.rs
103
src/multiexp.rs
@ -17,6 +17,8 @@ use super::worker::Worker;
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use super::SynthesisError;
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use cfg_if;
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/// This genious piece of code works in the following way:
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/// - choose `c` - the bit length of the region that one thread works on
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/// - make `2^c - 1` buckets and initialize them with `G = infinity` (that's equivalent of zero)
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@ -47,6 +49,7 @@ use super::SynthesisError;
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/// - accumulators over each set of buckets will have an implicit factor of `(2^c)^i`, so before summing thme up
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/// "higher" accumulators must be doubled `c` times
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///
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#[cfg(not(feature = "nightly"))]
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fn multiexp_inner<Q, D, G, S>(
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pool: &Worker,
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bases: S,
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@ -56,7 +59,7 @@ fn multiexp_inner<Q, D, G, S>(
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mut skip: u32,
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c: u32,
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handle_trivial: bool
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) -> Box<Future<Item=<G as CurveAffine>::Projective, Error=SynthesisError>>
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) -> Box<dyn Future<Item=<G as CurveAffine>::Projective, Error=SynthesisError>>
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where for<'a> &'a Q: QueryDensity,
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D: Send + Sync + 'static + Clone + AsRef<Q>,
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G: CurveAffine,
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@ -153,6 +156,53 @@ fn multiexp_inner<Q, D, G, S>(
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}
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}
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cfg_if! {
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if #[cfg(feature = "nightly")] {
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#[inline(always)]
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fn multiexp_inner_impl<Q, D, G, S>(
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pool: &Worker,
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bases: S,
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density_map: D,
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exponents: Arc<Vec<<G::Scalar as PrimeField>::Repr>>,
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skip: u32,
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c: u32,
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handle_trivial: bool
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) -> Box<dyn Future<Item=<G as CurveAffine>::Projective, Error=SynthesisError>>
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where for<'a> &'a Q: QueryDensity,
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D: Send + Sync + 'static + Clone + AsRef<Q>,
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G: CurveAffine,
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S: SourceBuilder<G>
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{
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multiexp_inner_with_prefetch(pool, bases, density_map, exponents, skip, c, handle_trivial)
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}
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} else {
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#[inline(always)]
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fn multiexp_inner_impl<Q, D, G, S>(
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pool: &Worker,
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bases: S,
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density_map: D,
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exponents: Arc<Vec<<G::Scalar as PrimeField>::Repr>>,
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skip: u32,
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c: u32,
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handle_trivial: bool
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) -> Box<dyn Future<Item=<G as CurveAffine>::Projective, Error=SynthesisError>>
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where for<'a> &'a Q: QueryDensity,
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D: Send + Sync + 'static + Clone + AsRef<Q>,
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G: CurveAffine,
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S: SourceBuilder<G>
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{
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multiexp_inner(pool, bases, density_map, exponents, skip, c, handle_trivial)
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}
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}
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}
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#[cfg(feature = "nightly")]
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extern crate prefetch;
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#[cfg(feature = "nightly")]
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fn multiexp_inner_with_prefetch<Q, D, G, S>(
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pool: &Worker,
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bases: S,
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@ -161,12 +211,13 @@ fn multiexp_inner_with_prefetch<Q, D, G, S>(
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mut skip: u32,
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c: u32,
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handle_trivial: bool
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) -> Box<Future<Item=<G as CurveAffine>::Projective, Error=SynthesisError>>
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) -> Box<dyn Future<Item=<G as CurveAffine>::Projective, Error=SynthesisError>>
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where for<'a> &'a Q: QueryDensity,
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D: Send + Sync + 'static + Clone + AsRef<Q>,
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G: CurveAffine,
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S: SourceBuilder<G>
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{
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use prefetch::prefetch::*;
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// Perform this region of the multiexp
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let this = {
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let bases = bases.clone();
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@ -191,12 +242,23 @@ fn multiexp_inner_with_prefetch<Q, D, G, S>(
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let one = <G::Engine as ScalarEngine>::Fr::one().into_repr();
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let padding = Arc::new(vec![zero]);
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let mask = 1 << c;
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// Sort the bases into buckets
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for ((&exp, &next_exp), density) in exponents.iter()
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.zip(exponents.iter().skip(1).chain(padding.iter()))
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.zip(density_map.as_ref().iter()) {
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// no matter what happens - prefetch next bucket
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if next_exp != zero && next_exp != one {
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let mut next_exp = next_exp;
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next_exp.shr(skip);
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let next_exp = next_exp.as_ref()[0] % mask;
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if next_exp != 0 {
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let p: *const <G as CurveAffine>::Projective = &buckets[(next_exp - 1) as usize];
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prefetch::<Write, High, Data, _>(p);
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}
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}
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// Go over density and exponents
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if density {
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if exp == zero {
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@ -215,7 +277,7 @@ fn multiexp_inner_with_prefetch<Q, D, G, S>(
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// then add with (s mod 2^c) P parts
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let mut exp = exp;
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exp.shr(skip);
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let exp = exp.as_ref()[0] % (1 << c);
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let exp = exp.as_ref()[0] % mask;
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if exp != 0 {
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bases.add_assign_mixed(&mut buckets[(exp - 1) as usize])?;
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@ -249,7 +311,7 @@ fn multiexp_inner_with_prefetch<Q, D, G, S>(
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// There's another region more significant. Calculate and join it with
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// this region recursively.
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Box::new(
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this.join(multiexp_inner(pool, bases, density_map, exponents, skip, c, false))
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this.join(multiexp_inner_with_prefetch(pool, bases, density_map, exponents, skip, c, false))
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.map(move |(this, mut higher)| {
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for _ in 0..c {
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higher.double();
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@ -270,7 +332,7 @@ pub fn multiexp<Q, D, G, S>(
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bases: S,
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density_map: D,
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exponents: Arc<Vec<<<G::Engine as ScalarEngine>::Fr as PrimeField>::Repr>>
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) -> Box<Future<Item=<G as CurveAffine>::Projective, Error=SynthesisError>>
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) -> Box<dyn Future<Item=<G as CurveAffine>::Projective, Error=SynthesisError>>
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where for<'a> &'a Q: QueryDensity,
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D: Send + Sync + 'static + Clone + AsRef<Q>,
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G: CurveAffine,
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@ -289,7 +351,7 @@ pub fn multiexp<Q, D, G, S>(
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assert!(query_size == exponents.len());
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}
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multiexp_inner(pool, bases, density_map, exponents, 0, c, true)
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multiexp_inner_impl(pool, bases, density_map, exponents, 0, c, true)
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}
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@ -526,3 +588,32 @@ fn test_dense_multiexp() {
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assert_eq!(dense, sparse);
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}
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#[test]
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fn test_bench_sparse_multiexp() {
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use rand::{XorShiftRng, SeedableRng, Rand, Rng};
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use crate::pairing::bn256::Bn256;
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use num_cpus;
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const SAMPLES: usize = 1 << 22;
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let rng = &mut XorShiftRng::from_seed([0x3dbe6259, 0x8d313d76, 0x3237db17, 0xe5bc0654]);
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let v = (0..SAMPLES).map(|_| <Bn256 as ScalarEngine>::Fr::rand(rng).into_repr()).collect::<Vec<_>>();
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let g = (0..SAMPLES).map(|_| <Bn256 as Engine>::G1::rand(rng).into_affine()).collect::<Vec<_>>();
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println!("Done generating test points and scalars");
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let pool = Worker::new();
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let start = std::time::Instant::now();
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let _sparse = multiexp(
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&pool,
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(Arc::new(g), 0),
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FullDensity,
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Arc::new(v)
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).wait().unwrap();
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let duration_ns = start.elapsed().as_nanos() as f64;
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println!("{} ms for sparse for {} samples", duration_ns/1000.0f64, SAMPLES);
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}
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