diff options
Diffstat (limited to 'rand/benches')
-rw-r--r-- | rand/benches/generators.rs | 220 | ||||
-rw-r--r-- | rand/benches/misc.rs | 140 | ||||
-rw-r--r-- | rand/benches/seq.rs | 177 | ||||
-rw-r--r-- | rand/benches/weighted.rs | 36 |
4 files changed, 0 insertions, 573 deletions
diff --git a/rand/benches/generators.rs b/rand/benches/generators.rs deleted file mode 100644 index 808bb67..0000000 --- a/rand/benches/generators.rs +++ /dev/null @@ -1,220 +0,0 @@ -// Copyright 2018 Developers of the Rand project. -// -// Licensed under the Apache License, Version 2.0 <LICENSE-APACHE or -// https://www.apache.org/licenses/LICENSE-2.0> or the MIT license -// <LICENSE-MIT or https://opensource.org/licenses/MIT>, at your -// option. This file may not be copied, modified, or distributed -// except according to those terms. - -#![feature(test)] -#![allow(non_snake_case)] - -extern crate test; - -const RAND_BENCH_N: u64 = 1000; -const BYTES_LEN: usize = 1024; - -use std::mem::size_of; -use test::{black_box, Bencher}; - -use rand::prelude::*; -use rand::rngs::adapter::ReseedingRng; -use rand::rngs::{OsRng, mock::StepRng}; -use rand_isaac::{IsaacRng, Isaac64Rng}; -use rand_chacha::{ChaCha20Core, ChaCha8Rng, ChaCha12Rng, ChaCha20Rng}; -use rand_hc::{Hc128Rng}; -use rand_pcg::{Pcg32, Pcg64, Pcg64Mcg}; -use rand_xorshift::XorShiftRng; -use rand_xoshiro::{Xoshiro256StarStar, Xoshiro256Plus, Xoshiro128StarStar, - Xoshiro128Plus, Xoroshiro128StarStar, Xoroshiro128Plus, SplitMix64, - Xoroshiro64StarStar, Xoroshiro64Star}; - -macro_rules! gen_bytes { - ($fnn:ident, $gen:expr) => { - #[bench] - fn $fnn(b: &mut Bencher) { - let mut rng = $gen; - let mut buf = [0u8; BYTES_LEN]; - b.iter(|| { - for _ in 0..RAND_BENCH_N { - rng.fill_bytes(&mut buf); - black_box(buf); - } - }); - b.bytes = BYTES_LEN as u64 * RAND_BENCH_N; - } - } -} - -gen_bytes!(gen_bytes_step, StepRng::new(0, 1)); -gen_bytes!(gen_bytes_xorshift, XorShiftRng::from_entropy()); -gen_bytes!(gen_bytes_xoshiro256starstar, Xoshiro256StarStar::from_entropy()); -gen_bytes!(gen_bytes_xoshiro256plus, Xoshiro256Plus::from_entropy()); -gen_bytes!(gen_bytes_xoshiro128starstar, Xoshiro128StarStar::from_entropy()); -gen_bytes!(gen_bytes_xoshiro128plus, Xoshiro128Plus::from_entropy()); -gen_bytes!(gen_bytes_xoroshiro128starstar, Xoroshiro128StarStar::from_entropy()); -gen_bytes!(gen_bytes_xoroshiro128plus, Xoroshiro128Plus::from_entropy()); -gen_bytes!(gen_bytes_xoroshiro64starstar, Xoroshiro64StarStar::from_entropy()); -gen_bytes!(gen_bytes_xoroshiro64star, Xoroshiro64Star::from_entropy()); -gen_bytes!(gen_bytes_splitmix64, SplitMix64::from_entropy()); -gen_bytes!(gen_bytes_pcg32, Pcg32::from_entropy()); -gen_bytes!(gen_bytes_pcg64, Pcg64::from_entropy()); -gen_bytes!(gen_bytes_pcg64mcg, Pcg64Mcg::from_entropy()); -gen_bytes!(gen_bytes_chacha8, ChaCha8Rng::from_entropy()); -gen_bytes!(gen_bytes_chacha12, ChaCha12Rng::from_entropy()); -gen_bytes!(gen_bytes_chacha20, ChaCha20Rng::from_entropy()); -gen_bytes!(gen_bytes_hc128, Hc128Rng::from_entropy()); -gen_bytes!(gen_bytes_isaac, IsaacRng::from_entropy()); -gen_bytes!(gen_bytes_isaac64, Isaac64Rng::from_entropy()); -gen_bytes!(gen_bytes_std, StdRng::from_entropy()); -#[cfg(feature="small_rng")] -gen_bytes!(gen_bytes_small, SmallRng::from_entropy()); -gen_bytes!(gen_bytes_os, OsRng); - -macro_rules! gen_uint { - ($fnn:ident, $ty:ty, $gen:expr) => { - #[bench] - fn $fnn(b: &mut Bencher) { - let mut rng = $gen; - b.iter(|| { - let mut accum: $ty = 0; - for _ in 0..RAND_BENCH_N { - accum = accum.wrapping_add(rng.gen::<$ty>()); - } - accum - }); - b.bytes = size_of::<$ty>() as u64 * RAND_BENCH_N; - } - } -} - -gen_uint!(gen_u32_step, u32, StepRng::new(0, 1)); -gen_uint!(gen_u32_xorshift, u32, XorShiftRng::from_entropy()); -gen_uint!(gen_u32_xoshiro256starstar, u32, Xoshiro256StarStar::from_entropy()); -gen_uint!(gen_u32_xoshiro256plus, u32, Xoshiro256Plus::from_entropy()); -gen_uint!(gen_u32_xoshiro128starstar, u32, Xoshiro128StarStar::from_entropy()); -gen_uint!(gen_u32_xoshiro128plus, u32, Xoshiro128Plus::from_entropy()); -gen_uint!(gen_u32_xoroshiro128starstar, u32, Xoroshiro128StarStar::from_entropy()); -gen_uint!(gen_u32_xoroshiro128plus, u32, Xoroshiro128Plus::from_entropy()); -gen_uint!(gen_u32_xoroshiro64starstar, u32, Xoroshiro64StarStar::from_entropy()); -gen_uint!(gen_u32_xoroshiro64star, u32, Xoroshiro64Star::from_entropy()); -gen_uint!(gen_u32_splitmix64, u32, SplitMix64::from_entropy()); -gen_uint!(gen_u32_pcg32, u32, Pcg32::from_entropy()); -gen_uint!(gen_u32_pcg64, u32, Pcg64::from_entropy()); -gen_uint!(gen_u32_pcg64mcg, u32, Pcg64Mcg::from_entropy()); -gen_uint!(gen_u32_chacha8, u32, ChaCha8Rng::from_entropy()); -gen_uint!(gen_u32_chacha12, u32, ChaCha12Rng::from_entropy()); -gen_uint!(gen_u32_chacha20, u32, ChaCha20Rng::from_entropy()); -gen_uint!(gen_u32_hc128, u32, Hc128Rng::from_entropy()); -gen_uint!(gen_u32_isaac, u32, IsaacRng::from_entropy()); -gen_uint!(gen_u32_isaac64, u32, Isaac64Rng::from_entropy()); -gen_uint!(gen_u32_std, u32, StdRng::from_entropy()); -#[cfg(feature="small_rng")] -gen_uint!(gen_u32_small, u32, SmallRng::from_entropy()); -gen_uint!(gen_u32_os, u32, OsRng); - -gen_uint!(gen_u64_step, u64, StepRng::new(0, 1)); -gen_uint!(gen_u64_xorshift, u64, XorShiftRng::from_entropy()); -gen_uint!(gen_u64_xoshiro256starstar, u64, Xoshiro256StarStar::from_entropy()); -gen_uint!(gen_u64_xoshiro256plus, u64, Xoshiro256Plus::from_entropy()); -gen_uint!(gen_u64_xoshiro128starstar, u64, Xoshiro128StarStar::from_entropy()); -gen_uint!(gen_u64_xoshiro128plus, u64, Xoshiro128Plus::from_entropy()); -gen_uint!(gen_u64_xoroshiro128starstar, u64, Xoroshiro128StarStar::from_entropy()); -gen_uint!(gen_u64_xoroshiro128plus, u64, Xoroshiro128Plus::from_entropy()); -gen_uint!(gen_u64_xoroshiro64starstar, u64, Xoroshiro64StarStar::from_entropy()); -gen_uint!(gen_u64_xoroshiro64star, u64, Xoroshiro64Star::from_entropy()); -gen_uint!(gen_u64_splitmix64, u64, SplitMix64::from_entropy()); -gen_uint!(gen_u64_pcg32, u64, Pcg32::from_entropy()); -gen_uint!(gen_u64_pcg64, u64, Pcg64::from_entropy()); -gen_uint!(gen_u64_pcg64mcg, u64, Pcg64Mcg::from_entropy()); -gen_uint!(gen_u64_chacha8, u64, ChaCha8Rng::from_entropy()); -gen_uint!(gen_u64_chacha12, u64, ChaCha12Rng::from_entropy()); -gen_uint!(gen_u64_chacha20, u64, ChaCha20Rng::from_entropy()); -gen_uint!(gen_u64_hc128, u64, Hc128Rng::from_entropy()); -gen_uint!(gen_u64_isaac, u64, IsaacRng::from_entropy()); -gen_uint!(gen_u64_isaac64, u64, Isaac64Rng::from_entropy()); -gen_uint!(gen_u64_std, u64, StdRng::from_entropy()); -#[cfg(feature="small_rng")] -gen_uint!(gen_u64_small, u64, SmallRng::from_entropy()); -gen_uint!(gen_u64_os, u64, OsRng); - -macro_rules! init_gen { - ($fnn:ident, $gen:ident) => { - #[bench] - fn $fnn(b: &mut Bencher) { - let mut rng = XorShiftRng::from_entropy(); - b.iter(|| { - let r2 = $gen::from_rng(&mut rng).unwrap(); - r2 - }); - } - } -} - -init_gen!(init_xorshift, XorShiftRng); -init_gen!(init_xoshiro256starstar, Xoshiro256StarStar); -init_gen!(init_xoshiro256plus, Xoshiro256Plus); -init_gen!(init_xoshiro128starstar, Xoshiro128StarStar); -init_gen!(init_xoshiro128plus, Xoshiro128Plus); -init_gen!(init_xoroshiro128starstar, Xoroshiro128StarStar); -init_gen!(init_xoroshiro128plus, Xoroshiro128Plus); -init_gen!(init_xoroshiro64starstar, Xoroshiro64StarStar); -init_gen!(init_xoroshiro64star, Xoroshiro64Star); -init_gen!(init_splitmix64, SplitMix64); -init_gen!(init_pcg32, Pcg32); -init_gen!(init_pcg64, Pcg64); -init_gen!(init_pcg64mcg, Pcg64Mcg); -init_gen!(init_hc128, Hc128Rng); -init_gen!(init_isaac, IsaacRng); -init_gen!(init_isaac64, Isaac64Rng); -init_gen!(init_chacha, ChaCha20Rng); - -const RESEEDING_BYTES_LEN: usize = 1024 * 1024; -const RESEEDING_BENCH_N: u64 = 16; - -macro_rules! reseeding_bytes { - ($fnn:ident, $thresh:expr) => { - #[bench] - fn $fnn(b: &mut Bencher) { - let mut rng = ReseedingRng::new(ChaCha20Core::from_entropy(), - $thresh * 1024, - OsRng); - let mut buf = [0u8; RESEEDING_BYTES_LEN]; - b.iter(|| { - for _ in 0..RESEEDING_BENCH_N { - rng.fill_bytes(&mut buf); - black_box(&buf); - } - }); - b.bytes = RESEEDING_BYTES_LEN as u64 * RESEEDING_BENCH_N; - } - } -} - -reseeding_bytes!(reseeding_chacha20_4k, 4); -reseeding_bytes!(reseeding_chacha20_16k, 16); -reseeding_bytes!(reseeding_chacha20_32k, 32); -reseeding_bytes!(reseeding_chacha20_64k, 64); -reseeding_bytes!(reseeding_chacha20_256k, 256); -reseeding_bytes!(reseeding_chacha20_1M, 1024); - - -macro_rules! threadrng_uint { - ($fnn:ident, $ty:ty) => { - #[bench] - fn $fnn(b: &mut Bencher) { - let mut rng = thread_rng(); - b.iter(|| { - let mut accum: $ty = 0; - for _ in 0..RAND_BENCH_N { - accum = accum.wrapping_add(rng.gen::<$ty>()); - } - accum - }); - b.bytes = size_of::<$ty>() as u64 * RAND_BENCH_N; - } - } -} - -threadrng_uint!(thread_rng_u32, u32); -threadrng_uint!(thread_rng_u64, u64); diff --git a/rand/benches/misc.rs b/rand/benches/misc.rs deleted file mode 100644 index 4098686..0000000 --- a/rand/benches/misc.rs +++ /dev/null @@ -1,140 +0,0 @@ -// Copyright 2018 Developers of the Rand project. -// -// Licensed under the Apache License, Version 2.0 <LICENSE-APACHE or -// https://www.apache.org/licenses/LICENSE-2.0> or the MIT license -// <LICENSE-MIT or https://opensource.org/licenses/MIT>, at your -// option. This file may not be copied, modified, or distributed -// except according to those terms. - -#![feature(test)] - -extern crate test; - -const RAND_BENCH_N: u64 = 1000; - -use test::Bencher; - -use rand::prelude::*; -use rand::distributions::{Distribution, Standard, Bernoulli}; -use rand_pcg::{Pcg32, Pcg64Mcg}; - -#[bench] -fn misc_gen_bool_const(b: &mut Bencher) { - let mut rng = Pcg32::from_rng(&mut thread_rng()).unwrap(); - b.iter(|| { - let mut accum = true; - for _ in 0..crate::RAND_BENCH_N { - accum ^= rng.gen_bool(0.18); - } - accum - }) -} - -#[bench] -fn misc_gen_bool_var(b: &mut Bencher) { - let mut rng = Pcg32::from_rng(&mut thread_rng()).unwrap(); - b.iter(|| { - let mut accum = true; - let mut p = 0.18; - for _ in 0..crate::RAND_BENCH_N { - accum ^= rng.gen_bool(p); - p += 0.0001; - } - accum - }) -} - -#[bench] -fn misc_gen_ratio_const(b: &mut Bencher) { - let mut rng = Pcg32::from_rng(&mut thread_rng()).unwrap(); - b.iter(|| { - let mut accum = true; - for _ in 0..crate::RAND_BENCH_N { - accum ^= rng.gen_ratio(2, 3); - } - accum - }) -} - -#[bench] -fn misc_gen_ratio_var(b: &mut Bencher) { - let mut rng = Pcg32::from_rng(&mut thread_rng()).unwrap(); - b.iter(|| { - let mut accum = true; - for i in 2..(crate::RAND_BENCH_N as u32 + 2) { - accum ^= rng.gen_ratio(i, i + 1); - } - accum - }) -} - -#[bench] -fn misc_bernoulli_const(b: &mut Bencher) { - let mut rng = Pcg32::from_rng(&mut thread_rng()).unwrap(); - b.iter(|| { - let d = rand::distributions::Bernoulli::new(0.18).unwrap(); - let mut accum = true; - for _ in 0..crate::RAND_BENCH_N { - accum ^= rng.sample(d); - } - accum - }) -} - -#[bench] -fn misc_bernoulli_var(b: &mut Bencher) { - let mut rng = Pcg32::from_rng(&mut thread_rng()).unwrap(); - b.iter(|| { - let mut accum = true; - let mut p = 0.18; - for _ in 0..crate::RAND_BENCH_N { - let d = Bernoulli::new(p).unwrap(); - accum ^= rng.sample(d); - p += 0.0001; - } - accum - }) -} - -#[bench] -fn gen_1k_iter_repeat(b: &mut Bencher) { - use std::iter; - let mut rng = Pcg64Mcg::from_rng(&mut thread_rng()).unwrap(); - b.iter(|| { - let v: Vec<u64> = iter::repeat(()).map(|()| rng.gen()).take(128).collect(); - v - }); - b.bytes = 1024; -} - -#[bench] -fn gen_1k_sample_iter(b: &mut Bencher) { - let mut rng = Pcg64Mcg::from_rng(&mut thread_rng()).unwrap(); - b.iter(|| { - let v: Vec<u64> = Standard.sample_iter(&mut rng).take(128).collect(); - v - }); - b.bytes = 1024; -} - -#[bench] -fn gen_1k_gen_array(b: &mut Bencher) { - let mut rng = Pcg64Mcg::from_rng(&mut thread_rng()).unwrap(); - b.iter(|| { - // max supported array length is 32! - let v: [[u64; 32]; 4] = rng.gen(); - v - }); - b.bytes = 1024; -} - -#[bench] -fn gen_1k_fill(b: &mut Bencher) { - let mut rng = Pcg64Mcg::from_rng(&mut thread_rng()).unwrap(); - let mut buf = [0u64; 128]; - b.iter(|| { - rng.fill(&mut buf[..]); - buf - }); - b.bytes = 1024; -} diff --git a/rand/benches/seq.rs b/rand/benches/seq.rs deleted file mode 100644 index 4c671b8..0000000 --- a/rand/benches/seq.rs +++ /dev/null @@ -1,177 +0,0 @@ -// Copyright 2018 Developers of the Rand project. -// -// Licensed under the Apache License, Version 2.0 <LICENSE-APACHE or -// https://www.apache.org/licenses/LICENSE-2.0> or the MIT license -// <LICENSE-MIT or https://opensource.org/licenses/MIT>, at your -// option. This file may not be copied, modified, or distributed -// except according to those terms. - -#![feature(test)] -#![allow(non_snake_case)] - -extern crate test; - -use test::Bencher; - -use rand::prelude::*; -use rand::seq::*; -use std::mem::size_of; - -// We force use of 32-bit RNG since seq code is optimised for use with 32-bit -// generators on all platforms. -use rand_pcg::Pcg32 as SmallRng; - -const RAND_BENCH_N: u64 = 1000; - -#[bench] -fn seq_shuffle_100(b: &mut Bencher) { - let mut rng = SmallRng::from_rng(thread_rng()).unwrap(); - let x : &mut [usize] = &mut [1; 100]; - b.iter(|| { - x.shuffle(&mut rng); - x[0] - }) -} - -#[bench] -fn seq_slice_choose_1_of_1000(b: &mut Bencher) { - let mut rng = SmallRng::from_rng(thread_rng()).unwrap(); - let x : &mut [usize] = &mut [1; 1000]; - for i in 0..1000 { - x[i] = i; - } - b.iter(|| { - let mut s = 0; - for _ in 0..RAND_BENCH_N { - s += x.choose(&mut rng).unwrap(); - } - s - }); - b.bytes = size_of::<usize>() as u64 * crate::RAND_BENCH_N; -} - -macro_rules! seq_slice_choose_multiple { - ($name:ident, $amount:expr, $length:expr) => { - #[bench] - fn $name(b: &mut Bencher) { - let mut rng = SmallRng::from_rng(thread_rng()).unwrap(); - let x : &[i32] = &[$amount; $length]; - let mut result = [0i32; $amount]; - b.iter(|| { - // Collect full result to prevent unwanted shortcuts getting - // first element (in case sample_indices returns an iterator). - for (slot, sample) in result.iter_mut().zip( - x.choose_multiple(&mut rng, $amount)) { - *slot = *sample; - } - result[$amount-1] - }) - } - } -} - -seq_slice_choose_multiple!(seq_slice_choose_multiple_1_of_1000, 1, 1000); -seq_slice_choose_multiple!(seq_slice_choose_multiple_950_of_1000, 950, 1000); -seq_slice_choose_multiple!(seq_slice_choose_multiple_10_of_100, 10, 100); -seq_slice_choose_multiple!(seq_slice_choose_multiple_90_of_100, 90, 100); - -#[bench] -fn seq_iter_choose_from_1000(b: &mut Bencher) { - let mut rng = SmallRng::from_rng(thread_rng()).unwrap(); - let x : &mut [usize] = &mut [1; 1000]; - for i in 0..1000 { - x[i] = i; - } - b.iter(|| { - let mut s = 0; - for _ in 0..RAND_BENCH_N { - s += x.iter().choose(&mut rng).unwrap(); - } - s - }); - b.bytes = size_of::<usize>() as u64 * crate::RAND_BENCH_N; -} - -#[derive(Clone)] -struct UnhintedIterator<I: Iterator + Clone> { - iter: I, -} -impl<I: Iterator + Clone> Iterator for UnhintedIterator<I> { - type Item = I::Item; - fn next(&mut self) -> Option<Self::Item> { - self.iter.next() - } -} - -#[derive(Clone)] -struct WindowHintedIterator<I: ExactSizeIterator + Iterator + Clone> { - iter: I, - window_size: usize, -} -impl<I: ExactSizeIterator + Iterator + Clone> Iterator for WindowHintedIterator<I> { - type Item = I::Item; - fn next(&mut self) -> Option<Self::Item> { - self.iter.next() - } - fn size_hint(&self) -> (usize, Option<usize>) { - (std::cmp::min(self.iter.len(), self.window_size), None) - } -} - -#[bench] -fn seq_iter_unhinted_choose_from_1000(b: &mut Bencher) { - let mut rng = SmallRng::from_rng(thread_rng()).unwrap(); - let x : &[usize] = &[1; 1000]; - b.iter(|| { - UnhintedIterator { iter: x.iter() }.choose(&mut rng).unwrap() - }) -} - -#[bench] -fn seq_iter_window_hinted_choose_from_1000(b: &mut Bencher) { - let mut rng = SmallRng::from_rng(thread_rng()).unwrap(); - let x : &[usize] = &[1; 1000]; - b.iter(|| { - WindowHintedIterator { iter: x.iter(), window_size: 7 }.choose(&mut rng) - }) -} - -#[bench] -fn seq_iter_choose_multiple_10_of_100(b: &mut Bencher) { - let mut rng = SmallRng::from_rng(thread_rng()).unwrap(); - let x : &[usize] = &[1; 100]; - b.iter(|| { - x.iter().cloned().choose_multiple(&mut rng, 10) - }) -} - -#[bench] -fn seq_iter_choose_multiple_fill_10_of_100(b: &mut Bencher) { - let mut rng = SmallRng::from_rng(thread_rng()).unwrap(); - let x : &[usize] = &[1; 100]; - let mut buf = [0; 10]; - b.iter(|| { - x.iter().cloned().choose_multiple_fill(&mut rng, &mut buf) - }) -} - -macro_rules! sample_indices { - ($name:ident, $fn:ident, $amount:expr, $length:expr) => { - #[bench] - fn $name(b: &mut Bencher) { - let mut rng = SmallRng::from_rng(thread_rng()).unwrap(); - b.iter(|| { - index::$fn(&mut rng, $length, $amount) - }) - } - } -} - -sample_indices!(misc_sample_indices_1_of_1k, sample, 1, 1000); -sample_indices!(misc_sample_indices_10_of_1k, sample, 10, 1000); -sample_indices!(misc_sample_indices_100_of_1k, sample, 100, 1000); -sample_indices!(misc_sample_indices_100_of_1M, sample, 100, 1000_000); -sample_indices!(misc_sample_indices_100_of_1G, sample, 100, 1000_000_000); -sample_indices!(misc_sample_indices_200_of_1G, sample, 200, 1000_000_000); -sample_indices!(misc_sample_indices_400_of_1G, sample, 400, 1000_000_000); -sample_indices!(misc_sample_indices_600_of_1G, sample, 600, 1000_000_000); diff --git a/rand/benches/weighted.rs b/rand/benches/weighted.rs deleted file mode 100644 index 5ddca3f..0000000 --- a/rand/benches/weighted.rs +++ /dev/null @@ -1,36 +0,0 @@ -// Copyright 2019 Developers of the Rand project. -// -// Licensed under the Apache License, Version 2.0 <LICENSE-APACHE or -// https://www.apache.org/licenses/LICENSE-2.0> or the MIT license -// <LICENSE-MIT or https://opensource.org/licenses/MIT>, at your -// option. This file may not be copied, modified, or distributed -// except according to those terms. - -#![feature(test)] - -extern crate test; - -use test::Bencher; -use rand::Rng; -use rand::distributions::WeightedIndex; - -#[bench] -fn weighted_index_creation(b: &mut Bencher) { - let mut rng = rand::thread_rng(); - let weights = [1u32, 2, 4, 0, 5, 1, 7, 1, 2, 3, 4, 5, 6, 7]; - b.iter(|| { - let distr = WeightedIndex::new(weights.to_vec()).unwrap(); - rng.sample(distr) - }) -} - -#[bench] -fn weighted_index_modification(b: &mut Bencher) { - let mut rng = rand::thread_rng(); - let weights = [1u32, 2, 3, 0, 5, 6, 7, 1, 2, 3, 4, 5, 6, 7]; - let mut distr = WeightedIndex::new(weights.to_vec()).unwrap(); - b.iter(|| { - distr.update_weights(&[(2, &4), (5, &1)]).unwrap(); - rng.sample(&distr) - }) -} |