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will skip TVM python 3.11 for now, waiting on 0.12 in #709
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ksaur committed Jan 5, 2024
1 parent 5d13291 commit dd7ca38
Showing 1 changed file with 12 additions and 13 deletions.
25 changes: 12 additions & 13 deletions .github/workflows/pythonapp.yml
Original file line number Diff line number Diff line change
Expand Up @@ -20,7 +20,6 @@ jobs:

runs-on: ${{ matrix.os }}
strategy:
fail-fast: false
matrix:
os: [ubuntu-22.04, macos-12, windows-2022]
python-version: ['3.8', '3.9', '3.10', '3.11']
Expand Down Expand Up @@ -82,36 +81,36 @@ jobs:
run: |
python -m pip install .[extra,onnx,sparkml]
python -m pip install pandas
- name: Install TVM from pypi if Ubuntu
if: ${{ startsWith(matrix.os, 'ubuntu') }}
run: python -m pip install apache-tvm==0.11.1
- name: Install TVM from pypi if Ubuntu and not python 3.11
if: ${{ startsWith(matrix.os, 'ubuntu') && matrix.python-version != '3.11' }}
run: python -m pip install apache-tvm==0.10.0
- uses: actions/cache@v3
# TVM takes forever, we try to cache it.
if: ${{ startsWith(matrix.os, 'macos')}}
if: ${{ startsWith(matrix.os, 'macos') && matrix.python-version != '3.11' }}
id: cache
env:
CACHE_NUMBER: 9
with:
path: ~/work/hummingbird/tvm
key: ${{ matrix.os }}-${{ env.CACHE_NUMBER }}-${{ matrix.python-version }}-tvm-0.11.1
key: ${{ matrix.os }}-${{ env.CACHE_NUMBER }}-${{ matrix.python-version }}-tvm-0.10
# Getting TVM requires: 1) Install LLVM 2) fetching TVM from github, 3) cmake, 4) make, 5) install python dependency.
# 2 to 4 will be retrieved from the cache.
# The pipeline only works for Unix systems. For windows we will have to compile LLVM from source which is a no go.
- name: Install LLVM if Mac
if: ${{ startsWith(matrix.os, 'macos') }}
if: ${{ startsWith(matrix.os, 'macos') && matrix.python-version != '3.11'}}
run: |
brew install llvm@14
- name: Fetch and prepare TVM for compilation if Mac
if: ${{ steps.cache.outputs.cache-hit != 'true' && startsWith(matrix.os, 'macos') }}
if: ${{ steps.cache.outputs.cache-hit != 'true' && startsWith(matrix.os, 'macos') && matrix.python-version != '3.11' }}
run: |
cd ~/work/hummingbird
git clone https://github.com/apache/tvm.git
cd tvm
git checkout tags/v0.11.1
git checkout tags/v0.10.0
git submodule update --recursive --init
cmake -E make_directory build
- name: CMake TVM if Mac
if: ${{ steps.cache.outputs.cache-hit != 'true' && startsWith(matrix.os, 'macos') }}
if: ${{ steps.cache.outputs.cache-hit != 'true' && startsWith(matrix.os, 'macos') && matrix.python-version != '3.11' }}
working-directory: ../tvm/build
run: >-
MACOSX_DEPLOYMENT_TARGET=10.13 cmake
Expand All @@ -120,12 +119,12 @@ jobs:
"-DUSE_LLVM=$(brew --prefix llvm@14)/bin/llvm-config --link-static"
..
- name: Build TVM if Mac
if: ${{ steps.cache.outputs.cache-hit != 'true' && startsWith(matrix.os, 'macos') }}
if: ${{ steps.cache.outputs.cache-hit != 'true' && startsWith(matrix.os, 'macos') && matrix.python-version != '3.11' }}
working-directory: ../tvm/build
run: |
make -j3
- name: Install python TVM if Mac
if: ${{ startsWith(matrix.os, 'macos') }}
- name: Install python TVM if Mac and not python 3.11
if: ${{ startsWith(matrix.os, 'macos') && matrix.python-version != '3.11' }}
working-directory: ../tvm/python
run: |
python -m pip install -U wheel packaging
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