Thanks to visit codestin.com
Credit goes to github.com

Skip to content

PyTorch 2.0 wheels #214

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Merged
merged 3 commits into from
Mar 16, 2023
Merged

PyTorch 2.0 wheels #214

Show file tree
Hide file tree
Changes from all commits
Commits
Show all changes
3 commits
Select commit Hold shift + click to select a range
f597e1e
update
rusty1s Mar 16, 2023
69ccb87
update
rusty1s Mar 16, 2023
b1f71d0
update
rusty1s Mar 16, 2023
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
4 changes: 2 additions & 2 deletions .github/actions/setup/action.yml
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -3,10 +3,10 @@ name: Setup
inputs:
python-version:
required: false
default: '3.9'
default: '3.8'
torch-version:
required: false
default: '1.13.0'
default: '2.0.0'
cuda-version:
required: false
default: cpu
Expand Down
33 changes: 28 additions & 5 deletions .github/workflows/building.yml
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -11,24 +11,47 @@ jobs:
fail-fast: false
matrix:
os: [ubuntu-18.04, macos-10.15] # windows-2019
python-version: ['3.7', '3.8', '3.9', '3.10']
torch-version: [1.11.0, 1.12.0, 1.13.0]
cuda-version: ['cpu', 'cu102', 'cu113', 'cu115', 'cu116', 'cu117']
python-version: ['3.7', '3.8', '3.9', '3.10', '3.11']
torch-version: [1.11.0, 1.12.0, 1.13.0, 2.0.0]
cuda-version: ['cpu', 'cu102', 'cu113', 'cu115', 'cu116', 'cu117', 'cu118']
# TODO
exclude:
- torch-version: 1.11.0
python-version: '3.11'
- torch-version: 1.11.0
cuda-version: 'cu116'
- torch-version: 1.11.0
cuda-version: 'cu117'
- torch-version: 1.11.0
cuda-version: 'cu118'
- torch-version: 1.12.0
python-version: '3.11'
- torch-version: 1.12.0
cuda-version: 'cu115'
- torch-version: 1.12.0
cuda-version: 'cu117'
- torch-version: 1.12.0
cuda-version: 'cu118'
- torch-version: 1.13.0
python-version: '3.11'
- torch-version: 1.13.0
cuda-version: 'cu102'
- torch-version: 1.13.0
cuda-version: 'cu113'
- torch-version: 1.13.0
cuda-version: 'cu115'
- torch-version: 1.13.0
cuda-version: 'cu118'
- torch-version: 2.0.0
python-version: '3.7'
- torch-version: 2.0.0
cuda-version: 'cu102'
- torch-version: 2.0.0
cuda-version: 'cu113'
- torch-version: 2.0.0
cuda-version: 'cu115'
- torch-version: 2.0.0
cuda-version: 'cu116'
- os: macos-10.15
cuda-version: 'cu102'
- os: macos-10.15
Expand All @@ -39,8 +62,8 @@ jobs:
cuda-version: 'cu116'
- os: macos-10.15
cuda-version: 'cu117'
- os: windows-2019
cuda-version: 'cu102'
- os: macos-10.15
cuda-version: 'cu118'

steps:
- name: Checkout repository
Expand Down
4 changes: 4 additions & 0 deletions .github/workflows/cuda/Linux-env.sh
View file
Open in desktop
Original file line number Diff line number Diff line change
@@ -1,6 +1,10 @@
#!/bin/bash

case ${1} in
cu118)
export FORCE_CUDA=1
export PATH=/usr/local/cuda-11.8/bin:${PATH}
;;
cu117)
export FORCE_CUDA=1
export PATH=/usr/local/cuda-11.7/bin:${PATH}
Expand Down
8 changes: 7 additions & 1 deletion .github/workflows/cuda/Linux.sh
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -3,6 +3,12 @@
OS=ubuntu1804

case ${1} in
cu118)
CUDA=11.8
APT_KEY=${OS}-${CUDA/./-}-local
FILENAME=cuda-repo-${APT_KEY}_${CUDA}.0-520.61.05-1_amd64.deb
URL=https://developer.download.nvidia.com/compute/cuda/${CUDA}.0/local_installers
;;
cu117)
CUDA=11.7
APT_KEY=${OS}-${CUDA/./-}-local
Expand Down Expand Up @@ -44,7 +50,7 @@ sudo mv cuda-${OS}.pin /etc/apt/preferences.d/cuda-repository-pin-600
wget -nv ${URL}/${FILENAME}
sudo dpkg -i ${FILENAME}

if [ "${1}" = "cu117" ]; then
if [ "${1}" = "cu117" ] || [ "${1}" = "cu118" ]; then
sudo cp /var/cuda-repo-${APT_KEY}/cuda-*-keyring.gpg /usr/share/keyrings/
else
sudo apt-key add /var/cuda-repo-${APT_KEY}/7fa2af80.pub
Expand Down
4 changes: 4 additions & 0 deletions .github/workflows/cuda/Windows-env.sh
View file
Open in desktop
Original file line number Diff line number Diff line change
@@ -1,6 +1,10 @@
#!/bin/bash

case ${1} in
cu118)
export FORCE_CUDA=1
export PATH=/c/Program\ Files/NVIDIA\ GPU\ Computing\ Toolkit/CUDA/v11.8/bin:${PATH}
;;
cu117)
export FORCE_CUDA=1
export PATH=/c/Program\ Files/NVIDIA\ GPU\ Computing\ Toolkit/CUDA/v11.7/bin:${PATH}
Expand Down
5 changes: 5 additions & 0 deletions .github/workflows/cuda/Windows.sh
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -6,6 +6,11 @@ curl -k -L "https://drive.google.com/u/0/uc?id=1injUyo3lnarMgWyRcXqKg4UGnN0ysmuq
7z x "/tmp/gpu_driver_dlls.zip" -o"/c/Windows/System32"

case ${1} in
cu118)
CUDA_SHORT=11.8
CUDA_URL=https://developer.download.nvidia.com/compute/cuda/${CUDA_SHORT}.0/local_installers
CUDA_FILE=cuda_${CUDA_SHORT}.0_522.06_windows.exe
;;
cu117)
CUDA_SHORT=11.7
CUDA_URL=https://developer.download.nvidia.com/compute/cuda/${CUDA_SHORT}.1/local_installers
Expand Down
2 changes: 1 addition & 1 deletion .github/workflows/install.yml
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -29,7 +29,7 @@ jobs:
- name: Install package
run: |
source ./.github/workflows/cuda/${{ runner.os }}-env.sh ${{ matrix.cuda-version }}
pip install --verbose -e .[triton]
pip install --verbose -e .

- name: Test imports
run: |
Expand Down
2 changes: 1 addition & 1 deletion .github/workflows/linting.yml
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -17,7 +17,7 @@ jobs:
- name: Set up Python
uses: actions/setup-python@v4
with:
python-version: 3.9
python-version: 3.8

- name: Install dependencies
run: pip install mypy
Expand Down
30 changes: 26 additions & 4 deletions .github/workflows/nightly.yml
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -15,24 +15,46 @@ jobs:
fail-fast: false
matrix:
os: [ubuntu-18.04]
python-version: ['3.7', '3.8', '3.9', '3.10']
torch-version: [1.11.0, 1.12.0, 1.13.0]
cuda-version: ['cpu', 'cu102', 'cu113', 'cu115', 'cu116', 'cu117']
python-version: ['3.7', '3.8', '3.9', '3.10', '3.11']
torch-version: [1.11.0, 1.12.0, 1.13.0, 2.0.0]
cuda-version: ['cpu', 'cu102', 'cu113', 'cu115', 'cu116', 'cu117', 'cu118']
exclude:
- torch-version: 1.11.0
python-version: '3.11'
- torch-version: 1.11.0
cuda-version: 'cu116'
- torch-version: 1.11.0
cuda-version: 'cu117'
- torch-version: 1.11.0
cuda-version: 'cu118'
- torch-version: 1.12.0
python-version: '3.11'
- torch-version: 1.12.0
cuda-version: 'cu115'
- torch-version: 1.12.0
cuda-version: 'cu117'
- torch-version: 1.12.0
cuda-version: 'cu118'
- torch-version: 1.13.0
python-version: '3.11'
- torch-version: 1.13.0
cuda-version: 'cu102'
- torch-version: 1.13.0
cuda-version: 'cu113'
- torch-version: 1.13.0
cuda-version: 'cu115'
- torch-version: 1.13.0
cuda-version: 'cu118'
- torch-version: 2.0.0
python-version: '3.7'
- torch-version: 2.0.0
cuda-version: 'cu102'
- torch-version: 2.0.0
cuda-version: 'cu113'
- torch-version: 2.0.0
cuda-version: 'cu115'
- torch-version: 2.0.0
cuda-version: 'cu116'

steps:
- name: Checkout repository
Expand Down Expand Up @@ -108,7 +130,7 @@ jobs:
- name: Set up Python
uses: actions/setup-python@v4
with:
python-version: 3.9
python-version: 3.8

- name: Install dependencies
run: |
Expand Down
2 changes: 1 addition & 1 deletion .github/workflows/python_testing.yml
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -22,7 +22,7 @@ jobs:

- name: Install package
run: |
pip install --verbose -e .[triton,test]
pip install --verbose -e .[test]

- name: Run tests
run: |
Expand Down
1 change: 1 addition & 0 deletions CHANGELOG.md
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -6,6 +6,7 @@ The format is based on [Keep a Changelog](http://keepachangelog.com/en/1.0.0/).

## [0.2.0] - 2023-MM-DD
### Added
- Added PyTorch 2.0 support ([#214](https://github.com/pyg-team/pyg-lib/pull/214))
- `neighbor_sample` routines now also return information about the number of sampled nodes/edges per layer ([#197](https://github.com/pyg-team/pyg-lib/pull/197))
- Added `index_sort` implementation ([#181](https://github.com/pyg-team/pyg-lib/pull/181), [#192](https://github.com/pyg-team/pyg-lib/pull/192))
- Added `triton>=2.0` support ([#171](https://github.com/pyg-team/pyg-lib/pull/171))
Expand Down
48 changes: 27 additions & 21 deletions README.md
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -15,7 +15,7 @@

## Installation

We provide pre-built Python wheels for all major OS/PyTorch/CUDA combinations from Python 3.7 till 3.10, see [here](https://data.pyg.org/whl).
We provide pre-built Python wheels for all major OS/PyTorch/CUDA combinations from Python 3.7 till 3.11, see [here](https://data.pyg.org/whl).
Note that currently, Windows wheels are not supported (we are working on fixing this as soon as possible).

To install the wheels, simply run
Expand All @@ -26,32 +26,38 @@ pip install pyg-lib -f https://data.pyg.org/whl/torch-${TORCH}+${CUDA}.html

where

* `${TORCH}` should be replaced by either `1.11.0`, `1.12.0` or `1.13.0`
* `${CUDA}` should be replaced by either `cpu`, `cu102`, `cu113`, `cu115`, `cu116` or `cu117`
* `${TORCH}` should be replaced by either `1.11.0`, `1.12.0`, `1.13.0` or `2.0.0`
* `${CUDA}` should be replaced by either `cpu`, `cu102`, `cu113`, `cu115`, `cu116`, `cu117` or `cu118`

The following combinations are supported:

| PyTorch 1.13 | `cpu` | `cu102` | `cu113` | `cu115` | `cu116` | `cu117` |
|--------------|-------|---------|---------|---------|---------|---------|
| **Linux** | ✅ | | | | ✅ | ✅ |
| **Windows** | | | | | | |
| **macOS** | ✅ | | | | | |

| PyTorch 1.12 | `cpu` | `cu102` | `cu113` | `cu115` | `cu116` | `cu117` |
|--------------|-------|---------|---------|---------|---------|---------|
| **Linux** | ✅ | ✅ | ✅ | | ✅ | |
| **Windows** | | | | | | |
| **macOS** | ✅ | | | | | |

| PyTorch 1.11 | `cpu` | `cu102` | `cu113` | `cu115` | `cu116` | `cu117` |
|--------------|-------|---------|---------|---------|---------|---------|
| **Linux** | ✅ | ✅ | ✅ | ✅ | | |
| **Windows** | | | | | | |
| **macOS** | ✅ | | | | | |
| PyTorch 2.0 | `cpu` | `cu102` | `cu113` | `cu115` | `cu116` | `cu117` | `cu118` |
|--------------|-------|---------|---------|---------|---------|---------|---------|
| **Linux** | ✅ | | | | ✅ | | ✅ |
| **Windows** | | | | | | | |
| **macOS** | ✅ | | | | | | |

| PyTorch 1.13 | `cpu` | `cu102` | `cu113` | `cu115` | `cu116` | `cu117` | `cu118` |
|--------------|-------|---------|---------|---------|---------|---------|---------|
| **Linux** | ✅ | | | | ✅ | ✅ | |
| **Windows** | | | | | | | |
| **macOS** | ✅ | | | | | | |

| PyTorch 1.12 | `cpu` | `cu102` | `cu113` | `cu115` | `cu116` | `cu117` | `cu118` |
|--------------|-------|---------|---------|---------|---------|---------|---------|
| **Linux** | ✅ | ✅ | ✅ | | ✅ | | |
| **Windows** | | | | | | | |
| **macOS** | ✅ | | | | | | |

| PyTorch 1.11 | `cpu` | `cu102` | `cu113` | `cu115` | `cu116` | `cu117` | `cu118` |
|--------------|-------|---------|---------|---------|---------|---------|---------|
| **Linux** | ✅ | ✅ | ✅ | ✅ | | | |
| **Windows** | | | | | | | |
| **macOS** | ✅ | | | | | | |

### Form nightly

Nightly wheels are provided for Linux from Python 3.7 till 3.10:
Nightly wheels are provided for Linux from Python 3.7 till 3.11:

```
pip install pyg-lib -f https://data.pyg.org/whl/nightly/torch-${TORCH}+${CUDA}.html
Expand Down