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Allow Int4WeightOnlyQuantizer to set different dtype for scales_and_zeros #2030

Allow Int4WeightOnlyQuantizer to set different dtype for scales_and_zeros

Allow Int4WeightOnlyQuantizer to set different dtype for scales_and_zeros #2030

Workflow file for this run

name: Run Regression Tests
on:
push:
branches:
- main
pull_request:
branches:
- main
concurrency:
group: regression_test-${{ github.workflow }}-${{ github.ref == 'refs/heads/main' && github.run_number || github.ref }}
cancel-in-progress: true
env:
HUGGING_FACE_HUB_TOKEN: ${{ secrets.HUGGING_FACE_HUB_TOKEN }}
jobs:
test:
strategy:
fail-fast: false
matrix:
include:
- name: CUDA 2.2.2
runs-on: linux.g5.12xlarge.nvidia.gpu
torch-spec: 'torch==2.2.2'
gpu-arch-type: "cuda"
gpu-arch-version: "12.1"
- name: CUDA 2.3
runs-on: linux.g5.12xlarge.nvidia.gpu
torch-spec: 'torch==2.3.0'
gpu-arch-type: "cuda"
gpu-arch-version: "12.1"
- name: CUDA Nightly
runs-on: linux.g5.12xlarge.nvidia.gpu
torch-spec: '--pre torch --index-url https://download.pytorch.org/whl/nightly/cu121'
gpu-arch-type: "cuda"
gpu-arch-version: "12.1"
- name: CPU 2.2.2
runs-on: linux.4xlarge
torch-spec: 'torch==2.2.2 --index-url https://download.pytorch.org/whl/cpu'
gpu-arch-type: "cpu"
gpu-arch-version: ""
- name: CPU 2.3
runs-on: linux.4xlarge
torch-spec: 'torch==2.3.0 --index-url https://download.pytorch.org/whl/cpu'
gpu-arch-type: "cpu"
gpu-arch-version: ""
- name: CPU Nightly
runs-on: linux.4xlarge
torch-spec: '--pre torch --index-url https://download.pytorch.org/whl/nightly/cpu'
gpu-arch-type: "cpu"
gpu-arch-version: ""
uses: pytorch/test-infra/.github/workflows/linux_job.yml@main
with:
timeout: 60
runner: ${{ matrix.runs-on }}
gpu-arch-type: ${{ matrix.gpu-arch-type }}
gpu-arch-version: ${{ matrix.gpu-arch-version }}
script: |
conda create -n venv python=3.8 -y
conda activate venv
echo "::group::Install newer objcopy that supports --set-section-alignment"
yum install -y devtoolset-10-binutils
export PATH=/opt/rh/devtoolset-10/root/usr/bin/:$PATH
python -m pip install --upgrade pip
pip install ${{ matrix.torch-spec }}
pip install -r dev-requirements.txt
pip install .
pytest test --verbose -s