💫 HYGON（海光信息）hcu (Triton 3.6)

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💫 HYGON（海光信息）hcu (Triton 3.6)#

  • Based on Triton 3.6, x64

  • Available for K100/BW1000

1. Build and run environment#

1.1 Use the image (BW1000)#

If your network connection is available, you do not need to perform the later step 1.x, because dependencies will be fetched automatically during the build.

# Plan A: docker pull (28.4GB)
IMAGE=harbor.baai.ac.cn/flagtree/flagtree-hcu3.6-py310-torch2.9.0-ubuntu22.04:202604-base
docker pull ${IMAGE}
# Plan B: docker load (7.3GB)
IMAGE=flagtree-hcu3.6-py310-torch2.9.0-ubuntu22.04:202604-base
wget https://baai-cp-web.ks3-cn-beijing.ksyuncs.com/trans/flagtree-hcu3.6-py310-torch2.9.0-ubuntu22.04.202604-base.tar.gz
docker load -i flagtree-hcu3.6-py310-torch2.9.0-ubuntu22.04.202604-base.tar.gz

CONTAINER=flagtree-dev-xxx
docker run -dit \
    --network=host --ipc=host --privileged=true \
    --group-add video --cap-add=SYS_PTRACE \
    --security-opt seccomp=unconfined \
    --device=/dev/kfd --device=/dev/mkfd --device=/dev/dri \
    -v /opt/hyhal:/opt/hyhal \
    -v /etc/localtime:/etc/localtime:ro \
    -v /data:/data -v /home:/home -v /tmp:/tmp \
    -w /root --name ${CONTAINER} ${IMAGE}
docker exec -it ${CONTAINER} /bin/bash

1.2 Manually download the FlagTree dependencies#

mkdir -p ~/.flagtree/hcu; cd ~/.flagtree/hcu
wget https://baai-cp-web.ks3-cn-beijing.ksyuncs.com/trans/hcu-llvm22-b0ca808-glibc2.35-glibcxx3.4.30-ubuntu-x86_64_v0.5.0.tar.gz
tar zxvf hcu-llvm22-b0ca808-glibc2.35-glibcxx3.4.30-ubuntu-x86_64_v0.5.0.tar.gz

1.3 Manually download the Triton dependencies#

The Triton dependencies are already downloaded and installed in the image. If you do not need to build FlagTree or Triton from source, you do not need to download the Triton dependencies.

cd ${YOUR_CODE_DIR}/FlagTree
# For Triton 3.6 (x64)
wget https://baai-cp-web.ks3-cn-beijing.ksyuncs.com/trans/build-deps-triton_3.6.x-linux-x64.tar.gz
sh python/scripts/unpack_triton_build_deps.sh ./build-deps-triton_3.6.x-linux-x64.tar.gz

After executing the above script, the original ~/.triton directory will be renamed, and a new ~/.triton directory will be created to store the pre-downloaded packages. Note that the script will prompt for manual confirmation during execution.

2. Installation Commands#

2.1 Source-free Installation#

# Note: First install PyTorch, then execute the following commands
python3 -m pip uninstall -y triton  # Repeat the cmd until fully uninstalled
RES="--index-url=https://resource.flagos.net/repository/flagos-pypi-hosted/simple"
python3.10 -m pip install flagtree===0.6.0rc1+hcu3.6 $RES

After installing flagtree, you can check it with:

python3 -m pip show flagtree

2.2 Build from Source#

cd ${YOUR_CODE_DIR}/FlagTree
git checkout -b triton_v3.6.x origin/triton_v3.6.x
export FLAGTREE_BACKEND=hcu
MAX_JOBS=32 python3 -m pip install . --no-build-isolation -v

3. Testing and validation#

Refer to Tests of hcu3.6 backend

💫 HYGON（海光信息）hcu (Triton 3.1)#

  • Based on Triton 3.1, x64

  • Available for K100/BW1000

1. Build and run environment#

1.1 Use the preinstalled image (BW1000)#

If you use this preinstalled image, you do not need to perform the later step 1.x. If your network connection is available, you also do not need to perform the later step 1.x, because dependencies will be fetched automatically during the build.

# Plan A: docker pull (22.7GB)
IMAGE=harbor.baai.ac.cn/flagtree/flagtree-hcu-py310-torch2.9.0-ubuntu22.04:202603
docker pull ${IMAGE}
# Plan B: docker load (5.7GB)
IMAGE=flagtree-hcu-py310-torch2.9.0-ubuntu22.04:202603
wget https://baai-cp-web.ks3-cn-beijing.ksyuncs.com/trans/flagtree-hcu-py310-torch2.9.0-ubuntu22.04.202603.tar.gz
docker load -i flagtree-hcu-py310-torch2.9.0-ubuntu22.04.202603.tar.gz

CONTAINER=flagtree-dev-xxx
docker run -dit \
    --network=host --ipc=host --privileged=true \
    --group-add video --cap-add=SYS_PTRACE \
    --security-opt seccomp=unconfined \
    --device=/dev/kfd --device=/dev/mkfd --device=/dev/dri \
    -v /opt/hyhal:/opt/hyhal \
    -v /etc/localtime:/etc/localtime:ro \
    -v /data:/data -v /home:/home -v /tmp:/tmp \
    -w /root --name ${CONTAINER} ${IMAGE}
docker exec -it ${CONTAINER} /bin/bash

1.2 Manually download the FlagTree dependencies#

mkdir -p ~/.flagtree/hcu; cd ~/.flagtree/hcu
wget https://baai-cp-web.ks3-cn-beijing.ksyuncs.com/trans/hcu-llvm20-df0864e-glibc2.35-glibcxx3.4.30-ubuntu-x86_64_v0.3.0.tar.gz
tar zxvf hcu-llvm20-df0864e-glibc2.35-glibcxx3.4.30-ubuntu-x86_64_v0.3.0.tar.gz

1.3 Manually download the Triton dependencies#

The Triton dependencies are already downloaded and installed in the preinstalled image. If you do not need to build FlagTree or Triton from source, you do not need to download the Triton dependencies.

cd ${YOUR_CODE_DIR}/FlagTree
# For Triton 3.1 (x64)
wget https://baai-cp-web.ks3-cn-beijing.ksyuncs.com/trans/build-deps-triton_3.1.x-linux-x64.tar.gz
sh python/scripts/unpack_triton_build_deps.sh ./build-deps-triton_3.1.x-linux-x64.tar.gz

After executing the above script, the original ~/.triton directory will be renamed, and a new ~/.triton directory will be created to store the pre-downloaded packages. Note that the script will prompt for manual confirmation during execution.

2. Installation Commands#

2.1 Source-free Installation#

# Note: First install PyTorch, then execute the following commands
python3 -m pip uninstall -y triton  # Repeat the cmd until fully uninstalled
RES="--index-url=https://resource.flagos.net/repository/flagos-pypi-hosted/simple"
python3.10 -m pip install flagtree===0.5.0+hcu3.0 $RES

flagtree is already installed in the preinstalled image. You can check it with:

python3 -m pip show flagtree

2.2 Build from Source#

cd ${YOUR_CODE_DIR}/FlagTree/python
export FLAGTREE_BACKEND=hcu
MAX_JOBS=32 python3 -m pip install . --no-build-isolation -v

3. Testing and validation#

Refer to Tests of hcu backend