💫 ARM China（安谋科技）aipu

[中文版|English]

💫 ARM China（安谋科技）aipu#

  • Based on Triton 3.3, x64/arm64

1. Build and run environment#

1.1 Use the preinstalled image (for the x64 CPU simulation environment)#

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 (36.9GB)
IMAGE=harbor.baai.ac.cn/flagtree/flagtree-aipu-py310-torch2.6.0-clang16-lld16-ubuntu22.04:202603
docker pull ${IMAGE}
# Plan B: docker load (17GB)
IMAGE=flagtree-aipu-py310-torch2.6.0-clang16-lld16-ubuntu22.04:202603
wget https://baai-cp-web.ks3-cn-beijing.ksyuncs.com/trans/flagtree-aipu-py310-torch2.6.0-clang16-lld16-ubuntu22.04.202603.tar.gz
docker load -i flagtree-aipu-py310-torch2.6.0-clang16-lld16-ubuntu22.04.202603.tar.gz

CONTAINER=flagtree-dev-xxx
docker run -dit \
    --net=host --uts=host --ipc=host --privileged \
    --shm-size 100gb --ulimit memlock=-1 \
    --security-opt seccomp=unconfined --security-opt apparmor=unconfined \
    -v /etc/localtime:/etc/localtime:ro \
    -v /data:/data -v /home:/home -v /tmp:/tmp \
    -w /root --name ${CONTAINER} ${IMAGE} bash
docker exec -it ${CONTAINER} /bin/bash

1.2 Manually download the FlagTree dependencies#

mkdir -p ~/.flagtree/aipu; cd ~/.flagtree/aipu
wget https://baai-cp-web.ks3-cn-beijing.ksyuncs.com/trans/llvm-a66376b0-ubuntu-x64-clang16-lld16_v0.4.0.tar.gz
tar zxvf llvm-a66376b0-ubuntu-x64-clang16-lld16_v0.4.0.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 3.3 (x64)
wget https://baai-cp-web.ks3-cn-beijing.ksyuncs.com/trans/build-deps-triton_3.3.x-linux-x64.tar.gz
sh python/scripts/unpack_triton_build_deps.sh ./build-deps-triton_3.3.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+aipu3.3 $RES

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

python3 -m pip show flagtree

2.2 Build from Source#

Before building, you need to execute source ~/env_setup.sh. The content of this script is as follows:

SDK_PATH=~/AI610-SDK-dev-4.0.7
export PATH=${PATH}:${SDK_PATH}/AI610-SDK-1002/simulator/bin:${SDK_PATH}/AI100-SDK-0006/opencl-tool-chain/compiler/aipu_opencl_toolchain/bin
export LD_LIBRARY_PATH=${SDK_PATH}/AI610-SDK-1002/simulator/lib:${SDK_PATH}/AI610-SDK-1012/Linux-driver/bin/sim/release:${LD_LIBRARY_PATH}
export ZHOUYI_LINUX_DRIVER_HOME=${SDK_PATH}/AI610-SDK-1012/Linux-driver
export PYTHONPATH=~/.flagtree/aipu/llvm-a66376b0-ubuntu-x64-clang16-lld16/python_packages/mlir_core:${PYTHONPATH}

cd ${YOUR_CODE_DIR}/FlagTree/python
git checkout -b triton_v3.3.x origin/triton_v3.3.x
export FLAGTREE_BACKEND=aipu
MAX_JOBS=32 python3 -m pip install . --no-build-isolation -v

3. Testing and validation#

Before testing, you need to execute source ~/env_setup.sh. The content of this script is shown above.

Refer to Tests of aipu backend