Add CLI script exporting CLIP Toy model IREE test data #410
Workflow file for this run
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# Copyright 2024 Advanced Micro Devices, Inc. | |
# | |
# Licensed under the Apache License v2.0 with LLVM Exceptions. | |
# See https://llvm.org/LICENSE.txt for license information. | |
# SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception | |
name: CI - sharktank perplexity short | |
on: | |
workflow_dispatch: | |
pull_request: | |
push: | |
branches: | |
- main | |
concurrency: | |
# A PR number if a pull request and otherwise the commit hash. This cancels | |
# queued and in-progress runs for the same PR (presubmit) or commit | |
# (postsubmit). The workflow name is prepended to avoid conflicts between | |
# different workflows. | |
group: ${{ github.workflow }}-${{ github.event.number || github.sha }} | |
cancel-in-progress: true | |
jobs: | |
test_perplexity_iree: | |
name: "Llama3.1 8B FP16" | |
strategy: | |
matrix: | |
version: [3.11] | |
runs-on: [llama-mi300x-3] | |
fail-fast: false | |
runs-on: ${{matrix.runs-on}} | |
defaults: | |
run: | |
shell: bash | |
env: | |
VENV_DIR: ${{ github.workspace }}/.venv | |
steps: | |
- uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2 | |
- name: "Setting up Python" | |
id: setup_python | |
uses: actions/setup-python@0b93645e9fea7318ecaed2b359559ac225c90a2b # v5.3.0 | |
with: | |
python-version: ${{matrix.version}} | |
- name: Create Python venv | |
run: python -m venv ${VENV_DIR} | |
- name: Install sharktank deps | |
run: | | |
source ${VENV_DIR}/bin/activate | |
python -m pip install --no-compile --upgrade pip | |
# Note: We install in three steps in order to satisfy requirements | |
# from non default locations first. Installing the PyTorch CPU | |
# wheels saves multiple minutes and a lot of bandwidth on runner setup. | |
pip install --no-compile -r pytorch-cpu-requirements.txt | |
pip install --no-compile -r requirements.txt -r sharktank/requirements-tests.txt -e sharktank/ | |
# Install nightly IREE packages. | |
# We could also pin to a known working or stable version. | |
pip install -f https://iree.dev/pip-release-links.html --pre --upgrade \ | |
iree-base-compiler \ | |
iree-base-runtime \ | |
iree-turbine | |
pip freeze | |
- name: Run perplexity test with vmfb | |
run: | | |
source ${VENV_DIR}/bin/activate | |
pytest -n 8 -v -s sharktank/tests/evaluate/perplexity_iree_test.py --bs=5 --iree-device='hip://6' --iree-hip-target=gfx942 --iree-hal-target-backends=rocm --llama3-8b-f16-model-path=/data/llama3.1/8b/llama8b_f16.irpa --llama3-8b-tokenizer-path=/data/llama3.1/8b/tokenizer_config.json |