Cleanup the sign shreds interface (#7456)

automerge
This commit is contained in:
anatoly yakovenko 2019-12-12 13:27:33 -08:00 committed by Grimes
parent 83218c479a
commit e082418e4a
4 changed files with 191 additions and 122 deletions

View File

@ -62,3 +62,6 @@ solana-budget-program = { path = "../programs/budget", version = "0.22.0" }
[lib] [lib]
crate-type = ["lib"] crate-type = ["lib"]
name = "solana_ledger" name = "solana_ledger"
[[bench]]
name = "sigverify_shreds"

View File

@ -0,0 +1,76 @@
#![feature(test)]
extern crate test;
use solana_ledger::shred::Shred;
use solana_ledger::shred::SIZE_OF_DATA_SHRED_PAYLOAD;
use solana_ledger::sigverify_shreds::{
sign_shreds_cpu, sign_shreds_gpu, sign_shreds_gpu_pinned_keypair,
};
use solana_perf::packet::{Packet, Packets};
use solana_perf::recycler_cache::RecyclerCache;
use solana_sdk::signature::{Keypair, KeypairUtil};
use std::sync::Arc;
use test::Bencher;
const NUM_PACKETS: usize = 256;
const NUM_BATCHES: usize = 1;
#[bench]
fn bench_sigverify_shreds_sign_gpu(bencher: &mut Bencher) {
let recycler_cache = RecyclerCache::default();
let mut packets = Packets::default();
packets.packets.set_pinnable();
let slot = 0xdeadc0de;
// need to pin explicitly since the resize will not cause re-allocation
packets.packets.reserve_and_pin(NUM_PACKETS);
packets.packets.resize(NUM_PACKETS, Packet::default());
for p in packets.packets.iter_mut() {
let shred = Shred::new_from_data(
slot,
0xc0de,
0xdead,
Some(&[5; SIZE_OF_DATA_SHRED_PAYLOAD]),
true,
true,
1,
2,
);
shred.copy_to_packet(p);
}
let mut batch = vec![packets; NUM_BATCHES];
let keypair = Keypair::new();
let pinned_keypair = sign_shreds_gpu_pinned_keypair(&keypair, &recycler_cache);
let pinned_keypair = Some(Arc::new(pinned_keypair));
//warmup
for _ in 0..100 {
sign_shreds_gpu(&keypair, &pinned_keypair, &mut batch, &recycler_cache);
}
bencher.iter(|| {
sign_shreds_gpu(&keypair, &pinned_keypair, &mut batch, &recycler_cache);
})
}
#[bench]
fn bench_sigverify_shreds_sign_cpu(bencher: &mut Bencher) {
let mut packets = Packets::default();
let slot = 0xdeadc0de;
packets.packets.resize(NUM_PACKETS, Packet::default());
for p in packets.packets.iter_mut() {
let shred = Shred::new_from_data(
slot,
0xc0de,
0xdead,
Some(&[5; SIZE_OF_DATA_SHRED_PAYLOAD]),
true,
true,
1,
2,
);
shred.copy_to_packet(p);
}
let mut batch = vec![packets; NUM_BATCHES];
let keypair = Keypair::new();
bencher.iter(|| {
sign_shreds_cpu(&keypair, &mut batch);
})
}

View File

@ -11,6 +11,7 @@ use rayon::{
}; };
use serde::{Deserialize, Serialize}; use serde::{Deserialize, Serialize};
use solana_metrics::datapoint_debug; use solana_metrics::datapoint_debug;
use solana_perf::packet::Packet;
use solana_rayon_threadlimit::get_thread_count; use solana_rayon_threadlimit::get_thread_count;
use solana_sdk::{ use solana_sdk::{
clock::Slot, clock::Slot,
@ -137,6 +138,12 @@ impl Shred {
Ok(()) Ok(())
} }
pub fn copy_to_packet(&self, packet: &mut Packet) {
let len = self.payload.len();
packet.data[..len].copy_from_slice(&self.payload[..]);
packet.meta.size = len;
}
pub fn new_from_data( pub fn new_from_data(
slot: Slot, slot: Slot,
index: u32, index: u32,

View File

@ -1,6 +1,5 @@
#![allow(clippy::implicit_hasher)] #![allow(clippy::implicit_hasher)]
use crate::shred::ShredType; use crate::shred::ShredType;
use ed25519_dalek::{Keypair, PublicKey, SecretKey};
use rayon::{ use rayon::{
iter::{ iter::{
IndexedParallelIterator, IntoParallelIterator, IntoParallelRefMutIterator, ParallelIterator, IndexedParallelIterator, IntoParallelIterator, IntoParallelRefMutIterator, ParallelIterator,
@ -14,12 +13,17 @@ use solana_perf::{
packet::{limited_deserialize, Packet, Packets}, packet::{limited_deserialize, Packet, Packets},
perf_libs, perf_libs,
recycler_cache::RecyclerCache, recycler_cache::RecyclerCache,
sigverify::{self, TxOffset}, sigverify::{self, batch_size, TxOffset},
}; };
use solana_rayon_threadlimit::get_thread_count; use solana_rayon_threadlimit::get_thread_count;
use solana_sdk::pubkey::Pubkey;
use solana_sdk::signature::Signature; use solana_sdk::signature::Signature;
use solana_sdk::signature::{Keypair, KeypairUtil};
use std::sync::Arc;
use std::{cell::RefCell, collections::HashMap, mem::size_of}; use std::{cell::RefCell, collections::HashMap, mem::size_of};
pub const SIGN_SHRED_GPU_MIN: usize = 256;
thread_local!(static PAR_THREAD_POOL: RefCell<ThreadPool> = RefCell::new(rayon::ThreadPoolBuilder::new() thread_local!(static PAR_THREAD_POOL: RefCell<ThreadPool> = RefCell::new(rayon::ThreadPoolBuilder::new()
.num_threads(get_thread_count()) .num_threads(get_thread_count())
.thread_name(|ix| format!("sigverify_shreds_{}", ix)) .thread_name(|ix| format!("sigverify_shreds_{}", ix))
@ -61,7 +65,7 @@ fn verify_shred_cpu(packet: &Packet, slot_leaders: &HashMap<u64, [u8; 32]>) -> O
fn verify_shreds_cpu(batches: &[Packets], slot_leaders: &HashMap<u64, [u8; 32]>) -> Vec<Vec<u8>> { fn verify_shreds_cpu(batches: &[Packets], slot_leaders: &HashMap<u64, [u8; 32]>) -> Vec<Vec<u8>> {
use rayon::prelude::*; use rayon::prelude::*;
let count = sigverify::batch_size(batches); let count = batch_size(batches);
debug!("CPU SHRED ECDSA for {}", count); debug!("CPU SHRED ECDSA for {}", count);
let rv = PAR_THREAD_POOL.with(|thread_pool| { let rv = PAR_THREAD_POOL.with(|thread_pool| {
thread_pool.borrow().install(|| { thread_pool.borrow().install(|| {
@ -69,7 +73,7 @@ fn verify_shreds_cpu(batches: &[Packets], slot_leaders: &HashMap<u64, [u8; 32]>)
.into_par_iter() .into_par_iter()
.map(|p| { .map(|p| {
p.packets p.packets
.iter() .par_iter()
.map(|p| verify_shred_cpu(p, slot_leaders).unwrap_or(0)) .map(|p| verify_shred_cpu(p, slot_leaders).unwrap_or(0))
.collect() .collect()
}) })
@ -148,15 +152,24 @@ fn slot_key_data_for_gpu<
.push((offset_start + (slot_to_key_ix.get(slot).unwrap() * size_of::<T>())) as u32); .push((offset_start + (slot_to_key_ix.get(slot).unwrap() * size_of::<T>())) as u32);
}); });
}); });
let num_in_packets = resize_vec(&mut keyvec);
trace!("keyvec.len: {}", keyvec.len());
trace!("keyvec: {:?}", keyvec);
trace!("offsets: {:?}", offsets);
(keyvec, offsets, num_in_packets)
}
fn vec_size_in_packets(keyvec: &PinnedVec<u8>) -> usize {
(keyvec.len() + (size_of::<Packet>() - 1)) / size_of::<Packet>()
}
fn resize_vec(keyvec: &mut PinnedVec<u8>) -> usize {
//HACK: Pubkeys vector is passed along as a `Packets` buffer to the GPU //HACK: Pubkeys vector is passed along as a `Packets` buffer to the GPU
//TODO: GPU needs a more opaque interface, which can handle variable sized structures for data //TODO: GPU needs a more opaque interface, which can handle variable sized structures for data
//Pad the Pubkeys buffer such that it is bigger than a buffer of Packet sized elems //Pad the Pubkeys buffer such that it is bigger than a buffer of Packet sized elems
let num_in_packets = (keyvec.len() + (size_of::<Packet>() - 1)) / size_of::<Packet>(); let num_in_packets = (keyvec.len() + (size_of::<Packet>() - 1)) / size_of::<Packet>();
keyvec.resize(num_in_packets * size_of::<Packet>(), 0u8); keyvec.resize(num_in_packets * size_of::<Packet>(), 0u8);
trace!("keyvec.len: {}", keyvec.len()); num_in_packets
trace!("keyvec: {:?}", keyvec);
trace!("offsets: {:?}", offsets);
(keyvec, offsets, num_in_packets)
} }
fn shred_gpu_offsets( fn shred_gpu_offsets(
@ -207,7 +220,7 @@ pub fn verify_shreds_gpu(
let mut elems = Vec::new(); let mut elems = Vec::new();
let mut rvs = Vec::new(); let mut rvs = Vec::new();
let count = sigverify::batch_size(batches); let count = batch_size(batches);
let (pubkeys, pubkey_offsets, mut num_packets) = let (pubkeys, pubkey_offsets, mut num_packets) =
slot_key_data_for_gpu(0, batches, slot_leaders, recycler_cache); slot_key_data_for_gpu(0, batches, slot_leaders, recycler_cache);
//HACK: Pubkeys vector is passed along as a `Packets` buffer to the GPU //HACK: Pubkeys vector is passed along as a `Packets` buffer to the GPU
@ -278,37 +291,13 @@ pub fn verify_shreds_gpu(
/// ... /// ...
/// } /// }
/// Signature is the first thing in the packet, and slot is the first thing in the signed message. /// Signature is the first thing in the packet, and slot is the first thing in the signed message.
fn sign_shred_cpu( fn sign_shred_cpu(keypair: &Keypair, packet: &mut Packet) {
packet: &mut Packet,
slot_leaders_pubkeys: &HashMap<u64, [u8; 32]>,
slot_leaders_privkeys: &HashMap<u64, [u8; 32]>,
) {
let sig_start = 0; let sig_start = 0;
let sig_end = sig_start + size_of::<Signature>(); let sig_end = sig_start + size_of::<Signature>();
let slot_start = sig_end + size_of::<ShredType>();
let slot_end = slot_start + size_of::<u64>();
let msg_start = sig_end; let msg_start = sig_end;
let msg_end = packet.meta.size; let msg_end = packet.meta.size;
trace!("slot start and end {} {}", slot_start, slot_end);
assert!( assert!(
packet.meta.size >= slot_end, packet.meta.size >= msg_end,
"packet is not large enough for a slot"
);
let slot: u64 =
limited_deserialize(&packet.data[slot_start..slot_end]).expect("can't deserialize slot");
trace!("slot {}", slot);
let pubkey = slot_leaders_pubkeys
.get(&slot)
.expect("slot pubkey missing");
let privkey = slot_leaders_privkeys
.get(&slot)
.expect("slot privkey missing");
let keypair = Keypair {
secret: SecretKey::from_bytes(&privkey[0..32]).expect("dalek privkey parser"),
public: PublicKey::from_bytes(&pubkey[0..32]).expect("dalek pubkey parser"),
};
assert!(
packet.meta.size >= sig_end,
"packet is not large enough for a signature" "packet is not large enough for a signature"
); );
let signature = keypair.sign(&packet.data[msg_start..msg_end]); let signature = keypair.sign(&packet.data[msg_start..msg_end]);
@ -316,71 +305,67 @@ fn sign_shred_cpu(
packet.data[0..sig_end].copy_from_slice(&signature.to_bytes()); packet.data[0..sig_end].copy_from_slice(&signature.to_bytes());
} }
fn sign_shreds_cpu( pub fn sign_shreds_cpu(keypair: &Keypair, batches: &mut [Packets]) {
batches: &mut [Packets],
slot_leaders_pubkeys: &HashMap<u64, [u8; 32]>,
slot_leaders_privkeys: &HashMap<u64, [u8; 32]>,
) {
use rayon::prelude::*; use rayon::prelude::*;
let count = sigverify::batch_size(batches); let count = batch_size(batches);
debug!("CPU SHRED ECDSA for {}", count); debug!("CPU SHRED ECDSA for {}", count);
PAR_THREAD_POOL.with(|thread_pool| { PAR_THREAD_POOL.with(|thread_pool| {
thread_pool.borrow().install(|| { thread_pool.borrow().install(|| {
batches.par_iter_mut().for_each(|p| { batches.par_iter_mut().for_each(|p| {
p.packets.iter_mut().for_each(|mut p| { p.packets[..]
sign_shred_cpu(&mut p, slot_leaders_pubkeys, slot_leaders_privkeys) .par_iter_mut()
}); .for_each(|mut p| sign_shred_cpu(keypair, &mut p));
}); });
}) })
}); });
inc_new_counter_debug!("ed25519_shred_verify_cpu", count); inc_new_counter_debug!("ed25519_shred_verify_cpu", count);
} }
pub fn sign_shreds_gpu_pinned_keypair(keypair: &Keypair, cache: &RecyclerCache) -> PinnedVec<u8> {
let mut vec = cache.buffer().allocate("pinned_keypair");
let pubkey = keypair.pubkey().to_bytes();
let secret = keypair.secret.to_bytes();
let mut hasher = Sha512::default();
hasher.input(&secret);
let mut result = hasher.result();
result[0] &= 248;
result[31] &= 63;
result[31] |= 64;
vec.resize(pubkey.len() + result.len(), 0);
vec[0..pubkey.len()].copy_from_slice(&pubkey);
vec[pubkey.len()..].copy_from_slice(&result);
resize_vec(&mut vec);
vec
}
pub fn sign_shreds_gpu( pub fn sign_shreds_gpu(
keypair: &Keypair,
pinned_keypair: &Option<Arc<PinnedVec<u8>>>,
batches: &mut [Packets], batches: &mut [Packets],
slot_leaders_pubkeys: &HashMap<u64, [u8; 32]>,
slot_leaders_privkeys: &HashMap<u64, [u8; 32]>,
recycler_cache: &RecyclerCache, recycler_cache: &RecyclerCache,
) { ) {
let sig_size = size_of::<Signature>(); let sig_size = size_of::<Signature>();
let pubkey_size = size_of::<Pubkey>();
let api = perf_libs::api(); let api = perf_libs::api();
if api.is_none() { let count = batch_size(batches);
return sign_shreds_cpu(batches, slot_leaders_pubkeys, slot_leaders_privkeys); if api.is_none() || count < SIGN_SHRED_GPU_MIN || pinned_keypair.is_none() {
return sign_shreds_cpu(keypair, batches);
} }
let slot_leaders_secrets: HashMap<u64, Signature> = slot_leaders_privkeys
.iter()
.map(|(k, v)| {
if *k == std::u64::MAX {
(*k, Signature::default())
} else {
let mut hasher = Sha512::default();
hasher.input(&v);
let mut result = hasher.result();
result[0] &= 248;
result[31] &= 63;
result[31] |= 64;
let sig = Signature::new(result.as_slice());
(*k, sig)
}
})
.collect();
let api = api.unwrap(); let api = api.unwrap();
let pinned_keypair = pinned_keypair.as_ref().unwrap();
let mut elems = Vec::new(); let mut elems = Vec::new();
let count = sigverify::batch_size(batches); let offset: usize = pinned_keypair.len();
let mut offset: usize = 0; let num_keypair_packets = vec_size_in_packets(&pinned_keypair);
let mut num_packets = 0; let mut num_packets = num_keypair_packets;
let (pubkeys, pubkey_offsets, num_pubkey_packets) =
slot_key_data_for_gpu(offset, batches, slot_leaders_pubkeys, recycler_cache); //should be zero
offset += num_pubkey_packets * size_of::<Packet>(); let mut pubkey_offsets = recycler_cache.offsets().allocate("pubkey offsets");
num_packets += num_pubkey_packets; pubkey_offsets.resize(count, 0);
trace!("offset: {}", offset);
let (secrets, secret_offsets, num_secret_packets) = let mut secret_offsets = recycler_cache.offsets().allocate("secret_offsets");
slot_key_data_for_gpu(offset, batches, &slot_leaders_secrets, recycler_cache); secret_offsets.resize(count, pubkey_size as u32);
offset += num_secret_packets * size_of::<Packet>();
num_packets += num_secret_packets;
//HACK: Pubkeys vector is passed along as a `Packets` buffer to the GPU
//TODO: GPU needs a more opaque interface, which can handle variable sized structures for data
trace!("offset: {}", offset); trace!("offset: {}", offset);
let (signature_offsets, msg_start_offsets, msg_sizes, _v_sig_lens) = let (signature_offsets, msg_start_offsets, msg_sizes, _v_sig_lens) =
shred_gpu_offsets(offset, batches, recycler_cache); shred_gpu_offsets(offset, batches, recycler_cache);
@ -391,16 +376,8 @@ pub fn sign_shreds_gpu(
elems.push( elems.push(
perf_libs::Elems { perf_libs::Elems {
#![allow(clippy::cast_ptr_alignment)] #![allow(clippy::cast_ptr_alignment)]
elems: pubkeys.as_ptr() as *const solana_sdk::packet::Packet, elems: pinned_keypair.as_ptr() as *const solana_sdk::packet::Packet,
num: num_pubkey_packets as u32, num: num_keypair_packets as u32,
},
);
elems.push(
perf_libs::Elems {
#![allow(clippy::cast_ptr_alignment)]
elems: secrets.as_ptr() as *const solana_sdk::packet::Packet,
num: num_secret_packets as u32,
}, },
); );
@ -439,6 +416,12 @@ pub fn sign_shreds_gpu(
trace!("done sign"); trace!("done sign");
let mut sizes: Vec<usize> = vec![0]; let mut sizes: Vec<usize> = vec![0];
sizes.extend(batches.iter().map(|b| b.packets.len())); sizes.extend(batches.iter().map(|b| b.packets.len()));
for i in 0..sizes.len() {
if i == 0 {
continue;
}
sizes[i] += sizes[i - 1];
}
PAR_THREAD_POOL.with(|thread_pool| { PAR_THREAD_POOL.with(|thread_pool| {
thread_pool.borrow().install(|| { thread_pool.borrow().install(|| {
batches batches
@ -446,9 +429,8 @@ pub fn sign_shreds_gpu(
.enumerate() .enumerate()
.for_each(|(batch_ix, batch)| { .for_each(|(batch_ix, batch)| {
let num_packets = sizes[batch_ix]; let num_packets = sizes[batch_ix];
batch batch.packets[..]
.packets .par_iter_mut()
.iter_mut()
.enumerate() .enumerate()
.for_each(|(packet_ix, packet)| { .for_each(|(packet_ix, packet)| {
let sig_ix = packet_ix + num_packets; let sig_ix = packet_ix + num_packets;
@ -466,6 +448,7 @@ pub fn sign_shreds_gpu(
#[cfg(test)] #[cfg(test)]
pub mod tests { pub mod tests {
use super::*; use super::*;
use crate::shred::SIZE_OF_DATA_SHRED_PAYLOAD;
use crate::shred::{Shred, Shredder}; use crate::shred::{Shred, Shredder};
use solana_sdk::signature::{Keypair, KeypairUtil}; use solana_sdk::signature::{Keypair, KeypairUtil};
#[test] #[test]
@ -559,8 +542,8 @@ pub mod tests {
batch[0].packets[0].meta.size = shred.payload.len(); batch[0].packets[0].meta.size = shred.payload.len();
let leader_slots = [ let leader_slots = [
(std::u64::MAX, Pubkey::default().to_bytes()),
(slot, keypair.pubkey().to_bytes()), (slot, keypair.pubkey().to_bytes()),
(std::u64::MAX, [0u8; 32]),
] ]
.iter() .iter()
.cloned() .cloned()
@ -570,8 +553,8 @@ pub mod tests {
let wrong_keypair = Keypair::new(); let wrong_keypair = Keypair::new();
let leader_slots = [ let leader_slots = [
(std::u64::MAX, Pubkey::default().to_bytes()),
(slot, wrong_keypair.pubkey().to_bytes()), (slot, wrong_keypair.pubkey().to_bytes()),
(std::u64::MAX, [0u8; 32]),
] ]
.iter() .iter()
.cloned() .cloned()
@ -585,8 +568,8 @@ pub mod tests {
batch[0].packets[0].meta.size = 0; batch[0].packets[0].meta.size = 0;
let leader_slots = [ let leader_slots = [
(std::u64::MAX, Pubkey::default().to_bytes()),
(slot, keypair.pubkey().to_bytes()), (slot, keypair.pubkey().to_bytes()),
(std::u64::MAX, [0u8; 32]),
] ]
.iter() .iter()
.cloned() .cloned()
@ -600,38 +583,45 @@ pub mod tests {
solana_logger::setup(); solana_logger::setup();
let recycler_cache = RecyclerCache::default(); let recycler_cache = RecyclerCache::default();
let mut batch = [Packets::default()]; let mut packets = Packets::default();
let num_packets = 32;
let num_batches = 100;
let slot = 0xdeadc0de; let slot = 0xdeadc0de;
packets.packets.resize(num_packets, Packet::default());
for (i, p) in packets.packets.iter_mut().enumerate() {
let shred = Shred::new_from_data(
slot,
0xc0de,
i as u16,
Some(&[5; SIZE_OF_DATA_SHRED_PAYLOAD]),
true,
true,
1,
2,
);
shred.copy_to_packet(p);
}
let mut batch = vec![packets; num_batches];
let keypair = Keypair::new(); let keypair = Keypair::new();
let shred = let pinned_keypair = sign_shreds_gpu_pinned_keypair(&keypair, &recycler_cache);
Shred::new_from_data(slot, 0xc0de, 0xdead, Some(&[1, 2, 3, 4]), true, true, 0, 0); let pinned_keypair = Some(Arc::new(pinned_keypair));
batch[0].packets.resize(1, Packet::default());
batch[0].packets[0].data[0..shred.payload.len()].copy_from_slice(&shred.payload);
batch[0].packets[0].meta.size = shred.payload.len();
let pubkeys = [ let pubkeys = [
(std::u64::MAX, Pubkey::default().to_bytes()),
(slot, keypair.pubkey().to_bytes()), (slot, keypair.pubkey().to_bytes()),
(std::u64::MAX, [0u8; 32]),
]
.iter()
.cloned()
.collect();
let privkeys = [
(slot, keypair.secret.to_bytes()),
(std::u64::MAX, [0u8; 32]),
] ]
.iter() .iter()
.cloned() .cloned()
.collect(); .collect();
//unsigned //unsigned
let rv = verify_shreds_gpu(&batch, &pubkeys, &recycler_cache); let rv = verify_shreds_gpu(&batch, &pubkeys, &recycler_cache);
assert_eq!(rv, vec![vec![0]]); assert_eq!(rv, vec![vec![0; num_packets]; num_batches]);
//signed //signed
sign_shreds_gpu(&mut batch, &pubkeys, &privkeys, &recycler_cache); sign_shreds_gpu(&keypair, &pinned_keypair, &mut batch, &recycler_cache);
let rv = verify_shreds_cpu(&batch, &pubkeys); let rv = verify_shreds_cpu(&batch, &pubkeys);
assert_eq!(rv, vec![vec![1]]); assert_eq!(rv, vec![vec![1; num_packets]; num_batches]);
let rv = verify_shreds_gpu(&batch, &pubkeys, &recycler_cache); let rv = verify_shreds_gpu(&batch, &pubkeys, &recycler_cache);
assert_eq!(rv, vec![vec![1]]); assert_eq!(rv, vec![vec![1; num_packets]; num_batches]);
} }
#[test] #[test]
@ -648,14 +638,7 @@ pub mod tests {
batch[0].packets[0].meta.size = shred.payload.len(); batch[0].packets[0].meta.size = shred.payload.len();
let pubkeys = [ let pubkeys = [
(slot, keypair.pubkey().to_bytes()), (slot, keypair.pubkey().to_bytes()),
(std::u64::MAX, [0u8; 32]), (std::u64::MAX, Pubkey::default().to_bytes()),
]
.iter()
.cloned()
.collect();
let privkeys = [
(slot, keypair.secret.to_bytes()),
(std::u64::MAX, [0u8; 32]),
] ]
.iter() .iter()
.cloned() .cloned()
@ -664,7 +647,7 @@ pub mod tests {
let rv = verify_shreds_cpu(&batch, &pubkeys); let rv = verify_shreds_cpu(&batch, &pubkeys);
assert_eq!(rv, vec![vec![0]]); assert_eq!(rv, vec![vec![0]]);
//signed //signed
sign_shreds_cpu(&mut batch, &pubkeys, &privkeys); sign_shreds_cpu(&keypair, &mut batch);
let rv = verify_shreds_cpu(&batch, &pubkeys); let rv = verify_shreds_cpu(&batch, &pubkeys);
assert_eq!(rv, vec![vec![1]]); assert_eq!(rv, vec![vec![1]]);
} }