chore(ci): run erc20 benchmarks in github

It also send results to zama's benchmark database.
This commit is contained in:
David Testé
2024-10-08 09:47:19 +02:00
committed by tmontaigu
parent 393e144a64
commit 8da31dbbed
3 changed files with 254 additions and 23 deletions

144
.github/workflows/benchmark_erc20.yml vendored Normal file
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@@ -0,0 +1,144 @@
# Run all ERC20 benchmarks on an AWS instance and return parsed results to Slab CI bot.
name: ERC20 benchmarks
on:
workflow_dispatch:
schedule:
# Weekly benchmarks will be triggered each Saturday at 5a.m.
- cron: '0 5 * * 6'
env:
CARGO_TERM_COLOR: always
RESULTS_FILENAME: parsed_benchmark_results_${{ github.sha }}.json
ACTION_RUN_URL: ${{ github.server_url }}/${{ github.repository }}/actions/runs/${{ github.run_id }}
RUST_BACKTRACE: "full"
RUST_MIN_STACK: "8388608"
SLACK_CHANNEL: ${{ secrets.SLACK_CHANNEL }}
SLACK_ICON: https://pbs.twimg.com/profile_images/1274014582265298945/OjBKP9kn_400x400.png
SLACK_USERNAME: ${{ secrets.BOT_USERNAME }}
SLACK_WEBHOOK: ${{ secrets.SLACK_WEBHOOK }}
jobs:
setup-instance:
name: Setup instance (erc20-benchmarks)
runs-on: ubuntu-latest
outputs:
runner-name: ${{ steps.start-instance.outputs.label }}
steps:
- name: Start instance
id: start-instance
uses: zama-ai/slab-github-runner@c0e7168795bd78f61f61146951ed9d0c73c9b701
with:
mode: start
github-token: ${{ secrets.SLAB_ACTION_TOKEN }}
slab-url: ${{ secrets.SLAB_BASE_URL }}
job-secret: ${{ secrets.JOB_SECRET }}
backend: aws
profile: bench
erc20-benchmarks:
name: Execute ERC20 benchmarks
needs: setup-instance
runs-on: ${{ needs.setup-instance.outputs.runner-name }}
concurrency:
group: ${{ github.workflow }}_${{ github.ref }}
cancel-in-progress: ${{ github.ref != 'refs/heads/main' }}
continue-on-error: true
timeout-minutes: 720 # 12 hours
steps:
- name: Checkout tfhe-rs repo with tags
uses: actions/checkout@d632683dd7b4114ad314bca15554477dd762a938
with:
fetch-depth: 0
token: ${{ secrets.FHE_ACTIONS_TOKEN }}
- name: Get benchmark details
run: |
{
echo "BENCH_DATE=$(date --iso-8601=seconds)";
echo "COMMIT_DATE=$(git --no-pager show -s --format=%cd --date=iso8601-strict ${{ github.sha }})";
echo "COMMIT_HASH=$(git describe --tags --dirty)";
} >> "${GITHUB_ENV}"
- name: Set up home
# "Install rust" step require root user to have a HOME directory which is not set.
run: |
echo "HOME=/home/ubuntu" >> "${GITHUB_ENV}"
- name: Install rust
uses: dtolnay/rust-toolchain@7b1c307e0dcbda6122208f10795a713336a9b35a
with:
toolchain: nightly
- name: Checkout Slab repo
uses: actions/checkout@d632683dd7b4114ad314bca15554477dd762a938
with:
repository: zama-ai/slab
path: slab
token: ${{ secrets.FHE_ACTIONS_TOKEN }}
- name: Run benchmarks
run: |
make bench_hlapi_erc20
- name: Parse results
run: |
python3 ./ci/benchmark_parser.py target/criterion ${{ env.RESULTS_FILENAME }} \
--database tfhe_rs \
--hardware "hpc7a.96xlarge" \
--project-version "${{ env.COMMIT_HASH }}" \
--branch ${{ github.ref_name }} \
--commit-date "${{ env.COMMIT_DATE }}" \
--bench-date "${{ env.BENCH_DATE }}" \
--walk-subdirs \
--name-suffix avx512
- name: Parse PBS counts
run: |
python3 ./ci/benchmark_parser.py tfhe/erc20_pbs_count.csv ${{ env.RESULTS_FILENAME }} \
--key-sizes \
--append-results
- name: Upload parsed results artifact
uses: actions/upload-artifact@50769540e7f4bd5e21e526ee35c689e35e0d6874
with:
name: ${{ github.sha }}_erc20
path: ${{ env.RESULTS_FILENAME }}
- name: Send data to Slab
shell: bash
run: |
python3 slab/scripts/data_sender.py ${{ env.RESULTS_FILENAME }} "${{ secrets.JOB_SECRET }}" \
--slab-url "${{ secrets.SLAB_URL }}"
- name: Slack Notification
if: ${{ failure() }}
continue-on-error: true
uses: rtCamp/action-slack-notify@4e5fb42d249be6a45a298f3c9543b111b02f7907
env:
SLACK_COLOR: ${{ job.status }}
SLACK_MESSAGE: "ERC20 benchmarks finished with status: ${{ job.status }}. (${{ env.ACTION_RUN_URL }})"
teardown-instance:
name: Teardown instance (erc20-benchmarks)
if: ${{ always() && needs.setup-instance.result != 'skipped' }}
needs: [ setup-instance, erc20-benchmarks ]
runs-on: ubuntu-latest
steps:
- name: Stop instance
id: stop-instance
uses: zama-ai/slab-github-runner@c0e7168795bd78f61f61146951ed9d0c73c9b701
with:
mode: stop
github-token: ${{ secrets.SLAB_ACTION_TOKEN }}
slab-url: ${{ secrets.SLAB_BASE_URL }}
job-secret: ${{ secrets.JOB_SECRET }}
label: ${{ needs.setup-instance.outputs.runner-name }}
- name: Slack Notification
if: ${{ failure() }}
continue-on-error: true
uses: rtCamp/action-slack-notify@4e5fb42d249be6a45a298f3c9543b111b02f7907
env:
SLACK_COLOR: ${{ job.status }}
SLACK_MESSAGE: "Instance teardown (erc20-benchmarks) finished with status: ${{ job.status }}. (${{ env.ACTION_RUN_URL }})"

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@@ -1149,6 +1149,12 @@ bench_web_js_api_parallel_firefox_ci: setup_venv
nvm use $(NODE_VERSION) && \
$(MAKE) bench_web_js_api_parallel_firefox
.PHONY: bench_hlapi_erc20 # Run benchmarks for ECR20 operations
bench_hlapi_erc20: install_rs_check_toolchain
RUSTFLAGS="$(RUSTFLAGS)" cargo $(CARGO_RS_CHECK_TOOLCHAIN) bench \
--bench hlapi-erc20 \
--features=$(TARGET_ARCH_FEATURE),integer,internal-keycache,pbs-stats,nightly-avx512 -p $(TFHE_SPEC) --
#
# Utility tools
#

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@@ -1,9 +1,14 @@
#[path = "../utilities.rs"]
mod utilities;
use crate::utilities::{write_to_json, OperatorType};
use criterion::measurement::WallTime;
use criterion::{BenchmarkGroup, Criterion, Throughput};
use rand::prelude::*;
use rand::thread_rng;
use rayon::prelude::*;
use std::ops::{Add, Mul, Sub};
use tfhe::keycache::NamedParam;
use tfhe::prelude::*;
use tfhe::shortint::parameters::*;
use tfhe::{set_server_key, ClientKey, CompressedServerKey, ConfigBuilder, FheBool, FheUint64};
@@ -103,31 +108,69 @@ where
}
#[cfg(feature = "pbs-stats")]
fn print_transfer_pbs_counts<FheType, F>(
client_key: &ClientKey,
type_name: &str,
fn_name: &str,
transfer_func: F,
) where
FheType: FheEncrypt<u64, ClientKey>,
F: for<'a> Fn(&'a FheType, &'a FheType, &'a FheType) -> (FheType, FheType),
{
let mut rng = thread_rng();
mod pbs_stats {
use super::*;
use std::fs::{File, OpenOptions};
use std::io::Write;
use std::path::Path;
let from_amount = FheType::encrypt(rng.gen::<u64>(), client_key);
let to_amount = FheType::encrypt(rng.gen::<u64>(), client_key);
let amount = FheType::encrypt(rng.gen::<u64>(), client_key);
fn write_result(file: &mut File, name: &str, value: usize) {
let line = format!("{name},{value}\n");
let error_message = format!("cannot write {name} result into file");
file.write_all(line.as_bytes()).expect(&error_message);
}
tfhe::reset_pbs_count();
let (_, _) = transfer_func(&from_amount, &to_amount, &amount);
let count = tfhe::get_pbs_count();
pub fn print_transfer_pbs_counts<FheType, F>(
client_key: &ClientKey,
type_name: &str,
fn_name: &str,
transfer_func: F,
) where
FheType: FheEncrypt<u64, ClientKey>,
F: for<'a> Fn(&'a FheType, &'a FheType, &'a FheType) -> (FheType, FheType),
{
let mut rng = thread_rng();
println!("ERC20 transfer/{fn_name}::{type_name}: {count} PBS");
let from_amount = FheType::encrypt(rng.gen::<u64>(), client_key);
let to_amount = FheType::encrypt(rng.gen::<u64>(), client_key);
let amount = FheType::encrypt(rng.gen::<u64>(), client_key);
tfhe::reset_pbs_count();
let (_, _) = transfer_func(&from_amount, &to_amount, &amount);
let count = tfhe::get_pbs_count();
println!("ERC20 transfer/{fn_name}::{type_name}: {count} PBS");
let params = client_key.computation_parameters();
let test_name = format!("hlapi::erc20::pbs_count::{fn_name}::{type_name}");
let results_file = Path::new("erc20_pbs_count.csv");
if !results_file.exists() {
File::create(results_file).expect("create results file failed");
}
let mut file = OpenOptions::new()
.append(true)
.open(results_file)
.expect("cannot open results file");
write_result(&mut file, &test_name, count as usize);
write_to_json::<u64, _>(
&test_name,
params,
params.name(),
"pbs-count",
&OperatorType::Atomic,
0,
vec![],
);
}
}
fn bench_transfer_latency<FheType, F>(
c: &mut BenchmarkGroup<'_, WallTime>,
client_key: &ClientKey,
bench_name: &str,
type_name: &str,
fn_name: &str,
transfer_func: F,
@@ -135,8 +178,8 @@ fn bench_transfer_latency<FheType, F>(
FheType: FheEncrypt<u64, ClientKey>,
F: for<'a> Fn(&'a FheType, &'a FheType, &'a FheType) -> (FheType, FheType),
{
let id_name = format!("{fn_name}::{type_name}");
c.bench_function(&id_name, |b| {
let bench_id = format!("{bench_name}::{fn_name}::{type_name}");
c.bench_function(&bench_id, |b| {
let mut rng = thread_rng();
let from_amount = FheType::encrypt(rng.gen::<u64>(), client_key);
@@ -147,11 +190,24 @@ fn bench_transfer_latency<FheType, F>(
let (_, _) = transfer_func(&from_amount, &to_amount, &amount);
})
});
let params = client_key.computation_parameters();
write_to_json::<u64, _>(
&bench_id,
params,
params.name(),
"erc20-transfer",
&OperatorType::Atomic,
64,
vec![],
);
}
fn bench_transfer_throughput<FheType, F>(
group: &mut BenchmarkGroup<'_, WallTime>,
client_key: &ClientKey,
bench_name: &str,
type_name: &str,
fn_name: &str,
transfer_func: F,
@@ -163,8 +219,8 @@ fn bench_transfer_throughput<FheType, F>(
for num_elems in [10, 100, 500] {
group.throughput(Throughput::Elements(num_elems));
let id_name = format!("{fn_name}::{type_name}::{num_elems}");
group.bench_with_input(id_name, &num_elems, |b, &num_elems| {
let bench_id = format!("{bench_name}::{fn_name}::{type_name}::{num_elems}_elems");
group.bench_with_input(&bench_id, &num_elems, |b, &num_elems| {
let from_amounts = (0..num_elems)
.map(|_| FheType::encrypt(rng.gen::<u64>(), client_key))
.collect::<Vec<_>>();
@@ -184,9 +240,24 @@ fn bench_transfer_throughput<FheType, F>(
})
})
});
let params = client_key.computation_parameters();
write_to_json::<u64, _>(
&bench_id,
params,
params.name(),
"erc20-transfer",
&OperatorType::Atomic,
64,
vec![],
);
}
}
#[cfg(feature = "pbs-stats")]
use pbs_stats::print_transfer_pbs_counts;
fn main() {
#[cfg(not(feature = "gpu"))]
let params = PARAM_MESSAGE_2_CARRY_2_KS_PBS_TUNIFORM_2M64;
@@ -230,10 +301,12 @@ fn main() {
// FheUint64 latency
{
let mut group = c.benchmark_group("ERC20 latency");
let bench_name = "hlapi::erc20::transfer_latency";
let mut group = c.benchmark_group(bench_name);
bench_transfer_latency(
&mut group,
&cks,
bench_name,
"FheUint64",
"whitepaper",
transfer_whitepaper::<FheUint64>,
@@ -241,6 +314,7 @@ fn main() {
bench_transfer_latency(
&mut group,
&cks,
bench_name,
"FheUint64",
"no_cmux",
transfer_no_cmux::<FheUint64>,
@@ -248,6 +322,7 @@ fn main() {
bench_transfer_latency(
&mut group,
&cks,
bench_name,
"FheUint64",
"overflow",
transfer_overflow::<FheUint64>,
@@ -255,6 +330,7 @@ fn main() {
bench_transfer_latency(
&mut group,
&cks,
bench_name,
"FheUint64",
"safe",
transfer_safe::<FheUint64>,
@@ -265,10 +341,12 @@ fn main() {
// FheUint64 Throughput
{
let mut group = c.benchmark_group("ERC20 throughput");
let bench_name = "hlapi::erc20::transfer_throughput";
let mut group = c.benchmark_group(bench_name);
bench_transfer_throughput(
&mut group,
&cks,
bench_name,
"FheUint64",
"whitepaper",
transfer_whitepaper::<FheUint64>,
@@ -276,6 +354,7 @@ fn main() {
bench_transfer_throughput(
&mut group,
&cks,
bench_name,
"FheUint64",
"no_cmux",
transfer_no_cmux::<FheUint64>,
@@ -283,6 +362,7 @@ fn main() {
bench_transfer_throughput(
&mut group,
&cks,
bench_name,
"FheUint64",
"overflow",
transfer_overflow::<FheUint64>,
@@ -290,6 +370,7 @@ fn main() {
bench_transfer_throughput(
&mut group,
&cks,
bench_name,
"FheUint64",
"safe",
transfer_safe::<FheUint64>,