Files
tfhe-rs/.github/workflows/benchmark_gpu_common.yml
David Testé 9918dacd6a chore(ci): change workflow jobs naming convention
The term "bpr" means Branch Protection Rule. It helps one to
identify any job that must pass before being able to merge to the
base branch.
2025-09-10 15:36:45 +02:00

367 lines
14 KiB
YAML

# Run benchmarks on CUDA instance and return parsed results to Slab CI bot.
name: benchmark_gpu_common
on:
workflow_call:
inputs:
backend:
type: string
default: hyperstack
profile:
type: string
required: true
hardware_name:
type: string
required: true
command: # Use a comma separated values to generate an array
type: string
required: true
op_flavor: # Use a comma separated values to generate an array
type: string
default: default
bench_type:
type: string
default: latency
params_type:
type: string
default: multi_bit
all_precisions:
type: boolean
default: false
secrets:
REPO_CHECKOUT_TOKEN:
required: true
SLAB_ACTION_TOKEN:
required: true
SLAB_BASE_URL:
required: true
SLAB_URL:
required: true
JOB_SECRET:
required: true
SLACK_CHANNEL:
required: true
BOT_USERNAME:
required: true
SLACK_WEBHOOK:
required: true
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 }}
FAST_BENCH: TRUE
permissions: {}
jobs:
prepare-matrix:
name: benchmark_gpu_common/prepare-matrix
runs-on: ubuntu-latest
outputs:
command: ${{ steps.set_command.outputs.command }}
op_flavor: ${{ steps.set_op_flavor.outputs.op_flavor }}
bench_type: ${{ steps.set_bench_type.outputs.bench_type }}
params_type: ${{ steps.set_params_type.outputs.params_type }}
env:
INPUTS_COMMAND: ${{ inputs.command }}
INPUTS_OP_FLAVOR: ${{ inputs.op_flavor }}
steps:
- name: Set single command
if: ${{ !contains(inputs.command, ',')}}
run: |
echo "COMMAND=[\"${INPUTS_COMMAND}\"]" >> "${GITHUB_ENV}"
- name: Set multiple commands
if: ${{ contains(inputs.command, ',')}}
run: |
# Use Sed to extract a value from a string, this cannot be done with the ${variable//search/replace} pattern.
# shellcheck disable=SC2001
PARSED_COMMAND=$(echo "${INPUTS_COMMAND}" | sed 's/[[:space:]]*,[[:space:]]*/\", \"/g')
echo "COMMAND=[\"${PARSED_COMMAND}\"]" >> "${GITHUB_ENV}"
- name: Set single operations flavor
if: ${{ !contains(inputs.op_flavor, ',')}}
run: |
echo "OP_FLAVOR=[\"${INPUTS_OP_FLAVOR}\"]" >> "${GITHUB_ENV}"
- name: Set multiple operations flavors
if: ${{ contains(inputs.op_flavor, ',')}}
run: |
# Use Sed to extract a value from a string, this cannot be done with the ${variable//search/replace} pattern.
# shellcheck disable=SC2001
PARSED_OP_FLAVOR=$(echo "${INPUTS_OP_FLAVOR}" | sed 's/[[:space:]]*,[[:space:]]*/", "/g')
echo "OP_FLAVOR=[\"${PARSED_OP_FLAVOR}\"]" >> "${GITHUB_ENV}"
- name: Set benchmark types
run: |
if [[ "${INPUTS_BENCH_TYPE}" == "both" ]]; then
echo "BENCH_TYPE=[\"latency\", \"throughput\"]" >> "${GITHUB_ENV}"
else
echo "BENCH_TYPE=[\"${INPUTS_BENCH_TYPE}\"]" >> "${GITHUB_ENV}"
fi
env:
INPUTS_BENCH_TYPE: ${{ inputs.bench_type }}
- name: Set parameters types
run: |
if [[ "${INPUTS_PARAMS_TYPE}" == "both" ]]; then
echo "PARAMS_TYPE=[\"classical\", \"multi_bit\"]" >> "${GITHUB_ENV}"
else
echo "PARAMS_TYPE=[\"${INPUTS_PARAMS_TYPE}\"]" >> "${GITHUB_ENV}"
fi
env:
INPUTS_PARAMS_TYPE: ${{ inputs.params_type }}
- name: Set command output
id: set_command
run: | # zizmor: ignore[template-injection] this env variable is safe
echo "command=${{ toJSON(env.COMMAND) }}" >> "${GITHUB_OUTPUT}"
- name: Set operation flavor output
id: set_op_flavor
run: | # zizmor: ignore[template-injection] this env variable is safe
echo "op_flavor=${{ toJSON(env.OP_FLAVOR) }}" >> "${GITHUB_OUTPUT}"
- name: Set benchmark types output
id: set_bench_type
run: | # zizmor: ignore[template-injection] this env variable is safe
echo "bench_type=${{ toJSON(env.BENCH_TYPE) }}" >> "${GITHUB_OUTPUT}"
- name: Set parameters types output
id: set_params_type
run: | # zizmor: ignore[template-injection] this env variable is safe
echo "params_type=${{ toJSON(env.PARAMS_TYPE) }}" >> "${GITHUB_OUTPUT}"
setup-instance:
name: benchmark_gpu_common/setup-instance
needs: prepare-matrix
runs-on: ubuntu-latest
outputs:
# Use permanent remote instance label first as on-demand remote instance label output is set before the end of start-remote-instance step.
# If the latter fails due to a failed GitHub action runner set up, we have to fallback on the permanent instance.
# Since the on-demand remote label is set before failure, we have to do the logical OR in this order,
# otherwise we'll try to run the next job on a non-existing on-demand instance.
runner-name: ${{ steps.use-permanent-instance.outputs.runner_group || steps.start-remote-instance.outputs.label }}
remote-instance-outcome: ${{ steps.start-remote-instance.outcome }}
steps:
- name: Start remote instance
id: start-remote-instance
continue-on-error: true
uses: zama-ai/slab-github-runner@79939325c3c429837c10d6041e4fd8589d328bac
with:
mode: start
github-token: ${{ secrets.SLAB_ACTION_TOKEN }}
slab-url: ${{ secrets.SLAB_BASE_URL }}
job-secret: ${{ secrets.JOB_SECRET }}
backend: ${{ inputs.backend }}
profile: ${{ inputs.profile }}
- name: Acknowledge remote instance failure
if: steps.start-remote-instance.outcome == 'failure' &&
inputs.profile != 'single-h100'
run: |
echo "Remote instance instance has failed to start (profile provided: '${INPUTS_PROFILE}')"
echo "Permanent instance instance cannot be used as a substitute (profile needed: 'single-h100')"
exit 1
env:
INPUTS_PROFILE: ${{ inputs.profile }}
# This will allow to fallback on permanent instances running on Hyperstack.
- name: Use permanent remote instance
id: use-permanent-instance
if: env.SECRETS_AVAILABLE == 'true' &&
steps.start-remote-instance.outcome == 'failure' &&
inputs.profile == 'single-h100'
run: |
echo "runner_group=h100x1" >> "$GITHUB_OUTPUT"
# Install dependencies only once since cuda-benchmarks uses a matrix strategy, thus running multiple times.
install-dependencies:
name: benchmark_gpu_common/install-dependencies
needs: [ setup-instance ]
runs-on: ${{ needs.setup-instance.outputs.runner-name }}
strategy:
matrix:
# explicit include-based build matrix, of known valid options
include:
- cuda: "12.8"
gcc: 11
steps:
- name: Checkout tfhe-rs repo
uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8
with:
fetch-depth: 0
persist-credentials: 'false'
token: ${{ secrets.REPO_CHECKOUT_TOKEN }}
- name: Setup Hyperstack dependencies
if: needs.setup-instance.outputs.remote-instance-outcome == 'success'
uses: ./.github/actions/gpu_setup
with:
cuda-version: ${{ matrix.cuda }}
gcc-version: ${{ matrix.gcc }}
cuda-benchmarks:
name: benchmark_gpu_common/cuda-benchmarks
needs: [ prepare-matrix, setup-instance, install-dependencies ]
runs-on: ${{ needs.setup-instance.outputs.runner-name }}
timeout-minutes: 1440 # 24 hours
strategy:
fail-fast: false
max-parallel: 1
matrix:
command: ${{ fromJSON(needs.prepare-matrix.outputs.command) }}
op_flavor: ${{ fromJSON(needs.prepare-matrix.outputs.op_flavor) }}
bench_type: ${{ fromJSON(needs.prepare-matrix.outputs.bench_type) }}
params_type: ${{ fromJSON(needs.prepare-matrix.outputs.params_type) }}
# explicit include-based build matrix, of known valid options
include:
- cuda: "12.8"
gcc: 11
env:
CUDA_PATH: /usr/local/cuda-${{ matrix.cuda }}
steps:
- name: Checkout tfhe-rs repo with tags
uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8
with:
fetch-depth: 0
persist-credentials: 'false'
token: ${{ secrets.REPO_CHECKOUT_TOKEN }}
- name: Get benchmark details
run: |
COMMIT_DATE=$(git --no-pager show -s --format=%cd --date=iso8601-strict "${SHA}");
{
echo "BENCH_DATE=$(date --iso-8601=seconds)";
echo "COMMIT_DATE=${COMMIT_DATE}";
echo "COMMIT_HASH=$(git describe --tags --dirty)";
} >> "${GITHUB_ENV}"
env:
SHA: ${{ github.sha }}
# Re-export environment variables as dependencies setup perform this task in the previous job.
# Local env variables are cleaned at the end of each job.
- name: Export CUDA variables
shell: bash
run: |
echo "CUDA_PATH=$CUDA_PATH" >> "${GITHUB_ENV}"
echo "PATH=$PATH:$CUDA_PATH/bin" >> "${GITHUB_PATH}"
echo "LD_LIBRARY_PATH=$CUDA_PATH/lib64:$LD_LIBRARY_PATH" >> "${GITHUB_ENV}"
echo "CUDA_MODULE_LOADER=EAGER" >> "${GITHUB_ENV}"
- name: Export gcc and g++ variables
shell: bash
run: |
{
echo "CC=/usr/bin/gcc-${GCC_VERSION}";
echo "CXX=/usr/bin/g++-${GCC_VERSION}";
echo "CUDAHOSTCXX=/usr/bin/g++-${GCC_VERSION}";
} >> "${GITHUB_ENV}"
env:
GCC_VERSION: ${{ matrix.gcc }}
- name: Install rust
uses: dtolnay/rust-toolchain@e97e2d8cc328f1b50210efc529dca0028893a2d9 # zizmor: ignore[stale-action-refs] this action doesn't create releases
with:
toolchain: nightly
- name: Should run benchmarks with all precisions
if: inputs.all_precisions
run: |
echo "FAST_BENCH=FALSE" >> "${GITHUB_ENV}"
- name: Run benchmarks
run: |
make BENCH_OP_FLAVOR="${OP_FLAVOR}" BENCH_TYPE="${BENCH_TYPE}" BENCH_PARAM_TYPE="${BENCH_PARAMS_TYPE}" bench_"${BENCH_COMMAND}"_gpu
env:
OP_FLAVOR: ${{ matrix.op_flavor }}
BENCH_TYPE: ${{ matrix.bench_type }}
BENCH_PARAMS_TYPE: ${{ matrix.params_type }}
BENCH_COMMAND: ${{ matrix.command }}
- name: Parse results
run: |
python3 ./ci/benchmark_parser.py target/criterion "${RESULTS_FILENAME}" \
--database tfhe_rs \
--hardware "${INPUTS_HARDWARE_NAME}" \
--backend gpu \
--project-version "${COMMIT_HASH}" \
--branch "${REF_NAME}" \
--commit-date "${COMMIT_DATE}" \
--bench-date "${BENCH_DATE}" \
--walk-subdirs \
--name-suffix avx512 \
--bench-type "${BENCH_TYPE}"
env:
INPUTS_HARDWARE_NAME: ${{ inputs.hardware_name }}
REF_NAME: ${{ github.ref_name }}
BENCH_TYPE: ${{ matrix.bench_type }}
- name: Upload parsed results artifact
uses: actions/upload-artifact@ea165f8d65b6e75b540449e92b4886f43607fa02
with:
name: ${{ github.sha }}_${{ matrix.command }}_${{ matrix.op_flavor }}_${{ inputs.profile }}_${{ matrix.bench_type }}_${{ matrix.params_type }}
path: ${{ env.RESULTS_FILENAME }}
- name: Checkout Slab repo
uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8
with:
repository: zama-ai/slab
path: slab
persist-credentials: 'false'
token: ${{ secrets.REPO_CHECKOUT_TOKEN }}
- name: Send data to Slab
shell: bash
run: |
python3 slab/scripts/data_sender.py "${RESULTS_FILENAME}" "${JOB_SECRET}" \
--slab-url "${SLAB_URL}"
env:
JOB_SECRET: ${{ secrets.JOB_SECRET }}
SLAB_URL: ${{ secrets.SLAB_URL }}
slack-notify:
name: benchmark_gpu_common/slack-notify
needs: [ setup-instance, cuda-benchmarks ]
runs-on: ubuntu-latest
if: ${{ always() && needs.cuda-benchmarks.result != 'skipped' && failure() }}
continue-on-error: true
steps:
- name: Send message
uses: rtCamp/action-slack-notify@e31e87e03dd19038e411e38ae27cbad084a90661
env:
SLACK_COLOR: ${{ needs.cuda-benchmarks.result }}
SLACK_MESSAGE: "Cuda benchmarks (${{ inputs.profile }}) finished with status: ${{ needs.cuda-benchmarks.result }}. (${{ env.ACTION_RUN_URL }})"
teardown-instance:
name: benchmark_gpu_common/teardown-instance
if: ${{ always() && needs.setup-instance.outputs.remote-instance-outcome == 'success' }}
needs: [ setup-instance, cuda-benchmarks, slack-notify ]
runs-on: ubuntu-latest
steps:
- name: Stop instance
id: stop-instance
uses: zama-ai/slab-github-runner@79939325c3c429837c10d6041e4fd8589d328bac
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@e31e87e03dd19038e411e38ae27cbad084a90661
env:
SLACK_COLOR: ${{ job.status }}
SLACK_MESSAGE: "Instance teardown (cuda-${{ inputs.profile }}-benchmarks) finished with status: ${{ job.status }}. (${{ env.ACTION_RUN_URL }})"