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ZFTurbo / Weighted-Boxes-Fusion

Set of methods to ensemble boxes from different object detection models, including implementation of "Weighted boxes fusion (WBF)" method.
MIT License
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Building wheel for llvmlite ... error #49

Open jeffenhuang opened 2 years ago

jeffenhuang commented 2 years ago

hi there, maybe this is not a issue but an error that I faced when I install ensemble_boxes with the following command:

pip install ensemble_boxes

My environment is Jetson Xavier:

To reproduce: 1 create a conda environment named pytorch1 2 install pytorch via the following link https://forums.developer.nvidia.com/t/pytorch-for-jetson-version-1-10-now-available/72048 In my case, I used the python 3.6 and pytorch v1.10.0 3 After successful installed use 'pip install ensemble_boxes'

4 No error if I use python 3.8 and with cpu version pytorch.

Error occurs:

(pytorch1) user@GTW-XNX-C1P0IUL1:~/Github/$ pip install ensemble_boxes Collecting ensemble_boxes Using cached ensemble_boxes-1.0.8-py3-none-any.whl (21 kB) Collecting numba Using cached numba-0.53.1-cp36-cp36m-linux_aarch64.whl Requirement already satisfied: numpy in /home/user/anaconda3/envs/pytorch1/lib/python3.6/site-packages (from ensemble_boxes) (1.19.5) Requirement already satisfied: pandas in /home/user/anaconda3/envs/pytorch1/lib/python3.6/site-packages (from ensemble_boxes) (1.1.5) Collecting llvmlite<0.37,>=0.36.0rc1 Using cached llvmlite-0.36.0.tar.gz (126 kB) Preparing metadata (setup.py) ... done Requirement already satisfied: setuptools in /home/user/anaconda3/envs/pytorch1/lib/python3.6/site-packages (from numba->ensemble_boxes) (59.5.0) Requirement already satisfied: python-dateutil>=2.7.3 in /home/user/anaconda3/envs/pytorch1/lib/python3.6/site-packages (from pandas->ensemble_boxes) (2.8.2) Requirement already satisfied: pytz>=2017.2 in /home/user/anaconda3/envs/pytorch1/lib/python3.6/site-packages (from pandas->ensemble_boxes) (2021.3) Requirement already satisfied: six>=1.5 in /home/user/anaconda3/envs/pytorch1/lib/python3.6/site-packages (from python-dateutil>=2.7.3->pandas->ensemble_boxes) (1.16.0) Building wheels for collected packages: llvmlite Building wheel for llvmlite (setup.py) ... error ERROR: Command errored out with exit status 1: command: /home/user/anaconda3/envs/pytorch1/bin/python3.6 -u -c 'import io, os, sys, setuptools, tokenize; sys.argv[0] = '"'"'/tmp/pip-install-v9ddsi1d/llvmlite_c662f38a09a547d3aac9a4c30baebe97/setup.py'"'"'; file='"'"'/tmp/pip-install-v9ddsi1d/llvmlite_c662f38a09a547d3aac9a4c30baebe97/setup.py'"'"';f = getattr(tokenize, '"'"'open'"'"', open)(file) if os.path.exists(file) else io.StringIO('"'"'from setuptools import setup; setup()'"'"');code = f.read().replace('"'"'\r\n'"'"', '"'"'\n'"'"');f.close();exec(compile(code, file, '"'"'exec'"'"'))' bdist_wheel -d /tmp/pip-wheel-lykc90s6 cwd: /tmp/pip-install-v9ddsi1d/llvmlite_c662f38a09a547d3aac9a4c30baebe97/ Complete output (11 lines): running bdist_wheel /home/user/anaconda3/envs/pytorch1/bin/python3.6 /tmp/pip-install-v9ddsi1d/llvmlite_c662f38a09a547d3aac9a4c30baebe97/ffi/build.py LLVM version... Traceback (most recent call last): File "/tmp/pip-install-v9ddsi1d/llvmlite_c662f38a09a547d3aac9a4c30baebe97/ffi/build.py", line 220, in main() File "/tmp/pip-install-v9ddsi1d/llvmlite_c662f38a09a547d3aac9a4c30baebe97/ffi/build.py", line 210, in main main_posix('linux', '.so') File "/tmp/pip-install-v9ddsi1d/llvmlite_c662f38a09a547d3aac9a4c30baebe97/ffi/build.py", line 134, in main_posix raise RuntimeError(msg) from None RuntimeError: Could not find a llvm-config binary. There are a number of reasons this could occur, please see: https://llvmlite.readthedocs.io/en/latest/admin-guide/install.html#using-pip for help. error: command '/home/user/anaconda3/envs/pytorch1/bin/python3.6' failed with exit status 1

ERROR: Failed building wheel for llvmlite Running setup.py clean for llvmlite Failed to build llvmlite Installing collected packages: llvmlite, numba, ensemble-boxes Running setup.py install for llvmlite ... error ERROR: Command errored out with exit status 1: command: /home/user/anaconda3/envs/pytorch1/bin/python3.6 -u -c 'import io, os, sys, setuptools, tokenize; sys.argv[0] = '"'"'/tmp/pip-install-v9ddsi1d/llvmlite_c662f38a09a547d3aac9a4c30baebe97/setup.py'"'"'; file='"'"'/tmp/pip-install-v9ddsi1d/llvmlite_c662f38a09a547d3aac9a4c30baebe97/setup.py'"'"';f = getattr(tokenize, '"'"'open'"'"', open)(file) if os.path.exists(file) else io.StringIO('"'"'from setuptools import setup; setup()'"'"');code = f.read().replace('"'"'\r\n'"'"', '"'"'\n'"'"');f.close();exec(compile(code, file, '"'"'exec'"'"'))' install --record /tmp/pip-record-hho726u9/install-record.txt --single-version-externally-managed --compile --install-headers /home/user/anaconda3/envs/pytorch1/include/python3.6m/llvmlite cwd: /tmp/pip-install-v9ddsi1d/llvmlite_c662f38a09a547d3aac9a4c30baebe97/ Complete output (16 lines): running install /home/user/anaconda3/envs/pytorch1/lib/python3.6/site-packages/setuptools/command/install.py:37: SetuptoolsDeprecationWarning: setup.py install is deprecated. Use build and pip and other standards-based tools. setuptools.SetuptoolsDeprecationWarning, running build got version from file /tmp/pip-install-v9ddsi1d/llvmlite_c662f38a09a547d3aac9a4c30baebe97/llvmlite/_version.py {'version': '0.36.0', 'full': 'e6bb8d137d922bec8beeb01a237254778759becd'} running build_ext /home/user/anaconda3/envs/pytorch1/bin/python3.6 /tmp/pip-install-v9ddsi1d/llvmlite_c662f38a09a547d3aac9a4c30baebe97/ffi/build.py LLVM version... Traceback (most recent call last): File "/tmp/pip-install-v9ddsi1d/llvmlite_c662f38a09a547d3aac9a4c30baebe97/ffi/build.py", line 220, in main() File "/tmp/pip-install-v9ddsi1d/llvmlite_c662f38a09a547d3aac9a4c30baebe97/ffi/build.py", line 210, in main main_posix('linux', '.so') File "/tmp/pip-install-v9ddsi1d/llvmlite_c662f38a09a547d3aac9a4c30baebe97/ffi/build.py", line 134, in main_posix raise RuntimeError(msg) from None RuntimeError: Could not find a llvm-config binary. There are a number of reasons this could occur, please see: https://llvmlite.readthedocs.io/en/latest/admin-guide/install.html#using-pip for help. error: command '/home/user/anaconda3/envs/pytorch1/bin/python3.6' failed with exit status 1

ERROR: Command errored out with exit status 1: /home/user/anaconda3/envs/pytorch1/bin/python3.6 -u -c 'import io, os, sys, setuptools, tokenize; sys.argv[0] = '"'"'/tmp/pip-install-v9ddsi1d/llvmlite_c662f38a09a547d3aac9a4c30baebe97/setup.py'"'"'; file='"'"'/tmp/pip-install-v9ddsi1d/llvmlite_c662f38a09a547d3aac9a4c30baebe97/setup.py'"'"';f = getattr(tokenize, '"'"'open'"'"', open)(file) if os.path.exists(file) else io.StringIO('"'"'from setuptools import setup; setup()'"'"');code = f.read().replace('"'"'\r\n'"'"', '"'"'\n'"'"');f.close();exec(compile(code, file, '"'"'exec'"'"'))' install --record /tmp/pip-record-hho726u9/install-record.txt --single-version-externally-managed --compile --install-headers /home/user/anaconda3/envs/pytorch1/include/python3.6m/llvmlite Check the logs for full command output.

lozhn commented 2 years ago

I had somewhat similar issue on macOS. Solved it with

  1. brew install llvm@11
  2. LLVM_CONFIG=/opt/homebrew/opt/llvm@11/bin/llvm-config pip install numba==0.55.0 version is important, 0.55.1 is not working as of Feb 20 (b/c numba 0.55.1 is in transit to numpy 1.22 but not there yet)

So, 1. Check numba installation; 2. export LLVM_CONFIG