PaddlePaddle / PaddlePaddle/FastDeploy
npu 编译后无法使用
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- Dominant language
- Python
- Stars
- 3.7k
- Forks
- 756
- Avg merge
- 19h 28m
- Merged PRs (30d)
- 4
Description
Download the latest source code
git clone https://github.com/PaddlePaddle/FastDeploy.git
cd FastDeploy/python
export WITH_ASCEND=ON
export ENABLE_VISION=ON
python setup.py build
python setup.py bdist_wheel
在 华为 arm npu 上编译 无法使用 报错
[INFO] fastdeploy/vision/common/processors/transform.cc(45)::FuseNormalizeCast Normalize and Cast are fused to Normalize in preprocessing pipeline.
[INFO] fastdeploy/vision/common/processors/transform.cc(93)::FuseNormalizeHWC2CHW Normalize and HWC2CHW are fused to NormalizeAndPermute in preprocessing pipeline.
[INFO] fastdeploy/vision/common/processors/transform.cc(159)::FuseNormalizeColorConvert BGR2RGB and NormalizeAndPermute are fused to NormalizeAndPermute with swap_rb=1
[ERROR] Cannot found attribute beta in op: swish
pip list
Package Version
---------------------- --------------------
absl-py 2.1.0
annotated-types 0.7.0
anyio 4.7.0
ascendebug 0.1.0
asgiref 3.8.1
astor 0.8.1
astroid 3.2.2
asttokens 2.4.1
attrs 23.2.0
audioread 3.0.1
auto-tune 0.1.0
autograd 1.4
Babel 2.15.0
bce-python-sdk 0.9.17
blinker 1.8.2
certifi 2024.12.14
cffi 1.16.0
cfgv 3.4.0
chardet 3.0.4
charset-normalizer 3.4.1
clang-format 13.0.0
click 8.1.8
cloudpickle 3.0.0
coloredlogs 15.0.1
comm 0.2.2
concurrent-log-handler 0.9.25
contourpy 1.2.1
coverage 5.5
cryptography 42.0.8
cycler 0.12.1
Cython 3.0.10
dataflow 0.0.1
dbus-python 1.2.16
debugpy 1.8.2
decorator 5.1.1
Deprecated 1.2.14
dill 0.3.8
distlib 0.3.8
distro 1.4.0
distro-info 0.23+ubuntu1.1
docker-pycreds 0.4.0
exceptiongroup 1.2.2
executing 2.0.1
Farama-Notifications 0.0.4
fastapi 0.115.6
fastdeploy-python 0.0.0
fastdeploy-tools 0.0.5
filelock 3.15.4
Flask 3.0.3
flask-babel 4.0.0
flatbuffers 24.3.25
fonttools 4.53.0
future 1.0.0
gitdb 4.0.11
GitPython 3.1.43
GPUtil 1.4.0
gymnasium 1.0.0a2
h11 0.14.0
hccl 0.1.0
hccl-parser 0.1
httpcore 1.0.5
httptools 0.3.0
httpx 0.27.0
humanfriendly 10.0
hypothesis 6.104.1
identify 2.5.36
idna 3.10
iniconfig 2.0.0
ipykernel 6.29.4
ipython 8.26.0
isort 5.13.2
itsdangerous 2.2.0
jedi 0.19.1
Jinja2 3.1.4
joblib 1.4.2
jupyter_client 8.6.2
jupyter_core 5.7.2
kiwisolver 1.4.5
llm-engine 0.0.1
llvmlite 0.43.0
MarkupSafe 2.1.5
matplotlib 3.9.0
matplotlib-inline 0.1.7
mccabe 0.7.0
mock 5.1.0
mpmath 1.3.0
msadvisor 1.0.0
mypy 1.10.0
mypy-extensions 1.0.0
nest-asyncio 1.6.0
networkx 3.3
nodeenv 1.9.1
numpy 2.2.1
op-compile-tool 0.1.0
op-gen 0.1
op-test-frame 0.1
opc-tool 0.1.0
opencv-contrib-python 4.10.0.84
opencv-python 4.10.0.84
opt-einsum 3.3.0
packaging 24.1
paddle-custom-npu 3.0.0b2
paddle2onnx 1.2.4
paddlepaddle 3.0.0b2
pandas 2.2.2
parameterized 0.9.0
parso 0.8.4
pathlib2 2.3.7.post1
pexpect 4.9.0
pillow 11.0.0
pip 24.1.1
platformdirs 4.2.2
pluggy 1.5.0
pooch 1.8.2
portalocker 3.0.0
pre-commit 2.17.0
prettytable 3.10.0
prompt_toolkit 3.0.47
protobuf 5.27.2
psutil 6.0.0
ptyprocess 0.7.0
pure-eval 0.2.2
pycparser 2.22
pycrypto 2.6.1
pycryptodome 3.20.0
pydantic 2.10.4
pydantic_core 2.27.2
pygame 2.5.2
PyGithub 2.3.0
Pygments 2.18.0
PyGObject 3.36.0
PyJWT 2.8.0
pylint 3.2.4
PyNaCl 1.5.0
pyparsing 3.1.2
pytest 8.2.2
python-apt 2.0.1+ubuntu0.20.4.1
python-dateutil 2.9.0.post0
python-dotenv 1.0.1
python-multipart 0.0.20
pytz 2024.1
PyYAML 6.0.2
pyzmq 26.0.3
qtconsole 5.5.2
QtPy 2.4.1
rarfile 4.2
requests 2.32.3
requests-unixsocket 0.2.0
schedule-search 0.0.1
scikit-learn 1.5.0
scipy 1.14.0
sentry-sdk 2.7.1
setproctitle 1.3.3
setuptools 70.1.1
six 1.14.0
smmap 5.0.1
sniffio 1.3.1
sortedcontainers 2.4.0
soundfile 0.12.1
ssh-import-id 5.10
stack-data 0.6.3
starlette 0.41.3
sympy 1.12.1
te 0.4.0
threadpoolctl 3.5.0
toml 0.10.2
tomli 2.0.1
tomlkit 0.12.5
tornado 6.4.1
tqdm 4.67.1
traitlets 5.14.3
typing_extensions 4.12.2
tzdata 2024.1
ubelt 1.3.3
unattended-upgrades 0.1
urllib3 2.3.0
uvicorn 0.16.0
uvloop 0.21.0
virtualenv 20.26.3
visualdl 2.5.3
wandb 0.17.3
wcwidth 0.2.13
websockets 14.1
Werkzeug 3.0.3
wheel 0.45.1
wrapt 1.16.0
xdoctest 1.1.1
XlsxWriter 3.0.9
使用 registry.baidubce.com/device/paddle-npu:cann80T13-ubuntu20-aarch64-gcc84-py310 这个镜像的docker
npu 信息
| npu-smi 23.0.6 Version: 23.0.6 |
+---------------------------+---------------+----------------------------------------------------+
| NPU Name | Health | Power(W) Temp(C) Hugepages-Usage(page)|
| Chip | Bus-Id | AICore(%) Memory-Usage(MB) HBM-Usage(MB) |
+===========================+===============+====================================================+
| 0 910B3 | OK | 89.5 50 0 / 0 |
| 0 | 0000:C1:00.0 | 0 0 / 0 5627 / 65536 |
cpu 信息
Architecture: aarch64
CPU op-mode(s): 64-bit
Byte Order: Little Endian
CPU(s): 192
On-line CPU(s) list: 0-191
Vendor ID: HiSilicon
BIOS Vendor ID: HiSilicon
Model name: Kunpeng-920
BIOS Model name: HUAWEI Kunpeng 920 5250
Model: 0
Thread(s) per core: 1
Core(s) per socket: 48
Socket(s): 4
Stepping: 0x1
BogoMIPS: 200.00
Flags: fp asimd evtstrm aes pmull sha1 sha2 crc32 atomics fphp asimdhp cpuid asimdrdm jscvt fcma dcpop asimddp asimdfhm ssbs
Caches (sum of all):
L1d: 12 MiB (192 instances)
L1i: 12 MiB (192 instances)
L2: 96 MiB (192 instances)
L3: 192 MiB (8 instances)
NUMA:
NUMA node(s): 8
NUMA node0 CPU(s): 0-23
NUMA node1 CPU(s): 24-47
NUMA node2 CPU(s): 48-71
NUMA node3 CPU(s): 72-95
NUMA node4 CPU(s): 96-119
NUMA node5 CPU(s): 120-143
NUMA node6 CPU(s): 144-167
NUMA node7 CPU(s): 168-191
Vulnerabilities:
Itlb multihit: Not affected
L1tf: Not affected
Mds: Not affected
Meltdown: Not affected
Mmio stale data: Not affected
Retbleed: Not affected
Spec store bypass: Mitigation; Speculative Store Bypass disabled via prctl
Spectre v1: Mitigation; __user pointer sanitization
Spectre v2: Not affected
Srbds: Not affected
Tsx async abort: Not affected
Contributor guide
No contributing guide indexed for this repository
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
Start with docs/cn/build_and_install/huawei_ascend.md and python/setup.py, then reproduce the build and runtime commands in the stated Ascend ARM Docker image. Investigate the reported “Cannot found attribute beta in op: swish” failure in the Ascend execution path; done means the built package runs successfully on the NPU.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- docker, python
- Domain
- backend, machine-learning
- Issue type
- Bug
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100