mirror of
https://github.com/zama-ai/tfhe-rs.git
synced 2026-01-09 14:47:56 -05:00
chore(ci): run erc20 benchmarks in github
It also send results to zama's benchmark database.
This commit is contained in:
144
.github/workflows/benchmark_erc20.yml
vendored
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144
.github/workflows/benchmark_erc20.yml
vendored
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@@ -0,0 +1,144 @@
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# Run all ERC20 benchmarks on an AWS instance and return parsed results to Slab CI bot.
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name: ERC20 benchmarks
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on:
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workflow_dispatch:
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schedule:
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# Weekly benchmarks will be triggered each Saturday at 5a.m.
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- cron: '0 5 * * 6'
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env:
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CARGO_TERM_COLOR: always
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RESULTS_FILENAME: parsed_benchmark_results_${{ github.sha }}.json
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ACTION_RUN_URL: ${{ github.server_url }}/${{ github.repository }}/actions/runs/${{ github.run_id }}
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RUST_BACKTRACE: "full"
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RUST_MIN_STACK: "8388608"
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SLACK_CHANNEL: ${{ secrets.SLACK_CHANNEL }}
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SLACK_ICON: https://pbs.twimg.com/profile_images/1274014582265298945/OjBKP9kn_400x400.png
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SLACK_USERNAME: ${{ secrets.BOT_USERNAME }}
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SLACK_WEBHOOK: ${{ secrets.SLACK_WEBHOOK }}
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jobs:
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setup-instance:
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name: Setup instance (erc20-benchmarks)
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runs-on: ubuntu-latest
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outputs:
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runner-name: ${{ steps.start-instance.outputs.label }}
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steps:
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- name: Start instance
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id: start-instance
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uses: zama-ai/slab-github-runner@c0e7168795bd78f61f61146951ed9d0c73c9b701
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with:
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mode: start
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github-token: ${{ secrets.SLAB_ACTION_TOKEN }}
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slab-url: ${{ secrets.SLAB_BASE_URL }}
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job-secret: ${{ secrets.JOB_SECRET }}
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backend: aws
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profile: bench
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erc20-benchmarks:
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name: Execute ERC20 benchmarks
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needs: setup-instance
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runs-on: ${{ needs.setup-instance.outputs.runner-name }}
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concurrency:
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group: ${{ github.workflow }}_${{ github.ref }}
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cancel-in-progress: ${{ github.ref != 'refs/heads/main' }}
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continue-on-error: true
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timeout-minutes: 720 # 12 hours
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steps:
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- name: Checkout tfhe-rs repo with tags
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uses: actions/checkout@d632683dd7b4114ad314bca15554477dd762a938
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with:
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fetch-depth: 0
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token: ${{ secrets.FHE_ACTIONS_TOKEN }}
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- name: Get benchmark details
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run: |
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{
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echo "BENCH_DATE=$(date --iso-8601=seconds)";
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echo "COMMIT_DATE=$(git --no-pager show -s --format=%cd --date=iso8601-strict ${{ github.sha }})";
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echo "COMMIT_HASH=$(git describe --tags --dirty)";
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} >> "${GITHUB_ENV}"
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- name: Set up home
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# "Install rust" step require root user to have a HOME directory which is not set.
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run: |
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echo "HOME=/home/ubuntu" >> "${GITHUB_ENV}"
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- name: Install rust
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uses: dtolnay/rust-toolchain@7b1c307e0dcbda6122208f10795a713336a9b35a
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with:
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toolchain: nightly
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- name: Checkout Slab repo
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uses: actions/checkout@d632683dd7b4114ad314bca15554477dd762a938
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with:
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repository: zama-ai/slab
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path: slab
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token: ${{ secrets.FHE_ACTIONS_TOKEN }}
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- name: Run benchmarks
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run: |
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make bench_hlapi_erc20
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- name: Parse results
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run: |
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python3 ./ci/benchmark_parser.py target/criterion ${{ env.RESULTS_FILENAME }} \
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--database tfhe_rs \
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--hardware "hpc7a.96xlarge" \
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--project-version "${{ env.COMMIT_HASH }}" \
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--branch ${{ github.ref_name }} \
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--commit-date "${{ env.COMMIT_DATE }}" \
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--bench-date "${{ env.BENCH_DATE }}" \
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--walk-subdirs \
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--name-suffix avx512
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- name: Parse PBS counts
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run: |
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python3 ./ci/benchmark_parser.py tfhe/erc20_pbs_count.csv ${{ env.RESULTS_FILENAME }} \
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--key-sizes \
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--append-results
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- name: Upload parsed results artifact
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uses: actions/upload-artifact@50769540e7f4bd5e21e526ee35c689e35e0d6874
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with:
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name: ${{ github.sha }}_erc20
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path: ${{ env.RESULTS_FILENAME }}
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- name: Send data to Slab
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shell: bash
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run: |
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python3 slab/scripts/data_sender.py ${{ env.RESULTS_FILENAME }} "${{ secrets.JOB_SECRET }}" \
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--slab-url "${{ secrets.SLAB_URL }}"
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- name: Slack Notification
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if: ${{ failure() }}
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continue-on-error: true
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uses: rtCamp/action-slack-notify@4e5fb42d249be6a45a298f3c9543b111b02f7907
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env:
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SLACK_COLOR: ${{ job.status }}
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SLACK_MESSAGE: "ERC20 benchmarks finished with status: ${{ job.status }}. (${{ env.ACTION_RUN_URL }})"
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teardown-instance:
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name: Teardown instance (erc20-benchmarks)
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if: ${{ always() && needs.setup-instance.result != 'skipped' }}
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needs: [ setup-instance, erc20-benchmarks ]
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runs-on: ubuntu-latest
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steps:
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- name: Stop instance
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id: stop-instance
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uses: zama-ai/slab-github-runner@c0e7168795bd78f61f61146951ed9d0c73c9b701
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with:
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mode: stop
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github-token: ${{ secrets.SLAB_ACTION_TOKEN }}
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slab-url: ${{ secrets.SLAB_BASE_URL }}
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job-secret: ${{ secrets.JOB_SECRET }}
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label: ${{ needs.setup-instance.outputs.runner-name }}
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- name: Slack Notification
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if: ${{ failure() }}
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continue-on-error: true
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uses: rtCamp/action-slack-notify@4e5fb42d249be6a45a298f3c9543b111b02f7907
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env:
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SLACK_COLOR: ${{ job.status }}
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SLACK_MESSAGE: "Instance teardown (erc20-benchmarks) finished with status: ${{ job.status }}. (${{ env.ACTION_RUN_URL }})"
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6
Makefile
6
Makefile
@@ -1149,6 +1149,12 @@ bench_web_js_api_parallel_firefox_ci: setup_venv
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nvm use $(NODE_VERSION) && \
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$(MAKE) bench_web_js_api_parallel_firefox
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.PHONY: bench_hlapi_erc20 # Run benchmarks for ECR20 operations
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bench_hlapi_erc20: install_rs_check_toolchain
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RUSTFLAGS="$(RUSTFLAGS)" cargo $(CARGO_RS_CHECK_TOOLCHAIN) bench \
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--bench hlapi-erc20 \
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--features=$(TARGET_ARCH_FEATURE),integer,internal-keycache,pbs-stats,nightly-avx512 -p $(TFHE_SPEC) --
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#
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# Utility tools
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#
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@@ -1,9 +1,14 @@
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#[path = "../utilities.rs"]
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mod utilities;
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use crate::utilities::{write_to_json, OperatorType};
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use criterion::measurement::WallTime;
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use criterion::{BenchmarkGroup, Criterion, Throughput};
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use rand::prelude::*;
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use rand::thread_rng;
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use rayon::prelude::*;
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use std::ops::{Add, Mul, Sub};
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use tfhe::keycache::NamedParam;
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use tfhe::prelude::*;
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use tfhe::shortint::parameters::*;
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use tfhe::{set_server_key, ClientKey, CompressedServerKey, ConfigBuilder, FheBool, FheUint64};
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@@ -103,31 +108,69 @@ where
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}
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#[cfg(feature = "pbs-stats")]
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fn print_transfer_pbs_counts<FheType, F>(
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client_key: &ClientKey,
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type_name: &str,
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fn_name: &str,
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transfer_func: F,
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) where
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FheType: FheEncrypt<u64, ClientKey>,
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F: for<'a> Fn(&'a FheType, &'a FheType, &'a FheType) -> (FheType, FheType),
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{
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let mut rng = thread_rng();
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mod pbs_stats {
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use super::*;
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use std::fs::{File, OpenOptions};
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use std::io::Write;
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use std::path::Path;
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let from_amount = FheType::encrypt(rng.gen::<u64>(), client_key);
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let to_amount = FheType::encrypt(rng.gen::<u64>(), client_key);
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let amount = FheType::encrypt(rng.gen::<u64>(), client_key);
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fn write_result(file: &mut File, name: &str, value: usize) {
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let line = format!("{name},{value}\n");
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let error_message = format!("cannot write {name} result into file");
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file.write_all(line.as_bytes()).expect(&error_message);
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}
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tfhe::reset_pbs_count();
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let (_, _) = transfer_func(&from_amount, &to_amount, &amount);
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let count = tfhe::get_pbs_count();
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pub fn print_transfer_pbs_counts<FheType, F>(
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client_key: &ClientKey,
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type_name: &str,
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fn_name: &str,
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transfer_func: F,
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) where
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FheType: FheEncrypt<u64, ClientKey>,
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F: for<'a> Fn(&'a FheType, &'a FheType, &'a FheType) -> (FheType, FheType),
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{
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let mut rng = thread_rng();
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println!("ERC20 transfer/{fn_name}::{type_name}: {count} PBS");
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let from_amount = FheType::encrypt(rng.gen::<u64>(), client_key);
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let to_amount = FheType::encrypt(rng.gen::<u64>(), client_key);
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let amount = FheType::encrypt(rng.gen::<u64>(), client_key);
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tfhe::reset_pbs_count();
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let (_, _) = transfer_func(&from_amount, &to_amount, &amount);
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let count = tfhe::get_pbs_count();
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println!("ERC20 transfer/{fn_name}::{type_name}: {count} PBS");
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let params = client_key.computation_parameters();
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let test_name = format!("hlapi::erc20::pbs_count::{fn_name}::{type_name}");
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let results_file = Path::new("erc20_pbs_count.csv");
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if !results_file.exists() {
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File::create(results_file).expect("create results file failed");
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}
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let mut file = OpenOptions::new()
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.append(true)
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.open(results_file)
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.expect("cannot open results file");
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write_result(&mut file, &test_name, count as usize);
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write_to_json::<u64, _>(
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&test_name,
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params,
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params.name(),
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"pbs-count",
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&OperatorType::Atomic,
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0,
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vec![],
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);
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}
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}
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fn bench_transfer_latency<FheType, F>(
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c: &mut BenchmarkGroup<'_, WallTime>,
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client_key: &ClientKey,
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bench_name: &str,
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type_name: &str,
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fn_name: &str,
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transfer_func: F,
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@@ -135,8 +178,8 @@ fn bench_transfer_latency<FheType, F>(
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FheType: FheEncrypt<u64, ClientKey>,
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F: for<'a> Fn(&'a FheType, &'a FheType, &'a FheType) -> (FheType, FheType),
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{
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let id_name = format!("{fn_name}::{type_name}");
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c.bench_function(&id_name, |b| {
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let bench_id = format!("{bench_name}::{fn_name}::{type_name}");
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c.bench_function(&bench_id, |b| {
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let mut rng = thread_rng();
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let from_amount = FheType::encrypt(rng.gen::<u64>(), client_key);
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@@ -147,11 +190,24 @@ fn bench_transfer_latency<FheType, F>(
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let (_, _) = transfer_func(&from_amount, &to_amount, &amount);
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})
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});
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let params = client_key.computation_parameters();
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write_to_json::<u64, _>(
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&bench_id,
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params,
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params.name(),
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"erc20-transfer",
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&OperatorType::Atomic,
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64,
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vec![],
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);
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}
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fn bench_transfer_throughput<FheType, F>(
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group: &mut BenchmarkGroup<'_, WallTime>,
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client_key: &ClientKey,
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bench_name: &str,
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type_name: &str,
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fn_name: &str,
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transfer_func: F,
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@@ -163,8 +219,8 @@ fn bench_transfer_throughput<FheType, F>(
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for num_elems in [10, 100, 500] {
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group.throughput(Throughput::Elements(num_elems));
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let id_name = format!("{fn_name}::{type_name}::{num_elems}");
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group.bench_with_input(id_name, &num_elems, |b, &num_elems| {
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let bench_id = format!("{bench_name}::{fn_name}::{type_name}::{num_elems}_elems");
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group.bench_with_input(&bench_id, &num_elems, |b, &num_elems| {
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let from_amounts = (0..num_elems)
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.map(|_| FheType::encrypt(rng.gen::<u64>(), client_key))
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.collect::<Vec<_>>();
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@@ -184,9 +240,24 @@ fn bench_transfer_throughput<FheType, F>(
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})
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})
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});
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let params = client_key.computation_parameters();
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write_to_json::<u64, _>(
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&bench_id,
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params,
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params.name(),
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"erc20-transfer",
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&OperatorType::Atomic,
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64,
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vec![],
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);
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}
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}
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#[cfg(feature = "pbs-stats")]
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use pbs_stats::print_transfer_pbs_counts;
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fn main() {
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#[cfg(not(feature = "gpu"))]
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let params = PARAM_MESSAGE_2_CARRY_2_KS_PBS_TUNIFORM_2M64;
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@@ -230,10 +301,12 @@ fn main() {
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// FheUint64 latency
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{
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let mut group = c.benchmark_group("ERC20 latency");
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let bench_name = "hlapi::erc20::transfer_latency";
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let mut group = c.benchmark_group(bench_name);
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bench_transfer_latency(
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&mut group,
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&cks,
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bench_name,
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"FheUint64",
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"whitepaper",
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transfer_whitepaper::<FheUint64>,
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@@ -241,6 +314,7 @@ fn main() {
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bench_transfer_latency(
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&mut group,
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&cks,
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bench_name,
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"FheUint64",
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"no_cmux",
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transfer_no_cmux::<FheUint64>,
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@@ -248,6 +322,7 @@ fn main() {
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bench_transfer_latency(
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&mut group,
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&cks,
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bench_name,
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"FheUint64",
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"overflow",
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transfer_overflow::<FheUint64>,
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@@ -255,6 +330,7 @@ fn main() {
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bench_transfer_latency(
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&mut group,
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&cks,
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bench_name,
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"FheUint64",
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"safe",
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transfer_safe::<FheUint64>,
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@@ -265,10 +341,12 @@ fn main() {
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// FheUint64 Throughput
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{
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let mut group = c.benchmark_group("ERC20 throughput");
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let bench_name = "hlapi::erc20::transfer_throughput";
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let mut group = c.benchmark_group(bench_name);
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bench_transfer_throughput(
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&mut group,
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&cks,
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bench_name,
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"FheUint64",
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"whitepaper",
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transfer_whitepaper::<FheUint64>,
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@@ -276,6 +354,7 @@ fn main() {
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bench_transfer_throughput(
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&mut group,
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&cks,
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bench_name,
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"FheUint64",
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"no_cmux",
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transfer_no_cmux::<FheUint64>,
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@@ -283,6 +362,7 @@ fn main() {
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bench_transfer_throughput(
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&mut group,
|
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&cks,
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bench_name,
|
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"FheUint64",
|
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"overflow",
|
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transfer_overflow::<FheUint64>,
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@@ -290,6 +370,7 @@ fn main() {
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bench_transfer_throughput(
|
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&mut group,
|
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&cks,
|
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bench_name,
|
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"FheUint64",
|
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"safe",
|
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transfer_safe::<FheUint64>,
|
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|
||||
Reference in New Issue
Block a user