RuntimeError: CUDA environment is not correctly set up

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Chainer+GPUはMacで動くのだろうか

El CapitanでChainer+GPUを動かそうとしたらRuntimeError: CUDA environment is not correctly set upと出た。

$ python MLP.py --gpu 0
Traceback (most recent call last):
  File "MLP.py", line 126, in <module>
    x_batch = cuda.to_gpu(x_batch)
  File "/usr/local/var/pyenv/versions/2.7.11/lib/python2.7/site-packages/chainer/cuda.py", line 192, in to_gpu
    check_cuda_available()
  File "/usr/local/var/pyenv/versions/2.7.11/lib/python2.7/site-packages/chainer/cuda.py", line 82, in check_cuda_available
    raise RuntimeError(msg)
RuntimeError: CUDA environment is not correctly set up
(see https://github.com/pfnet/chainer#installation).dlopen(/usr/local/var/pyenv/versions/2.7.11/lib/python2.7/site-packages/cupy/core/core.so, 2): Library not loaded: @rpath/libcublas.7.5.dylib
  Referenced from: /usr/local/var/pyenv/versions/2.7.11/lib/python2.7/site-packages/cupy/core/core.so
  Reason: image not found

環境

  • OS X 10.11.4 (El Capitan)
  • NVIDIA GeForce GT 750M
  • python 2.7.11
  • Chainer 1.8.0
  • CUDA 7.5

解決。動いた。

  • パスを通してターミナル再起動
~/.bashrc
export PATH=/usr/local/cuda/bin:$PATH
export LD_LIBRARY_PATH=/usr/local/cuda/lib:$LD_LIBRARY_PATH
export DYLD_LIBRARY_PATH=/usr/local/cuda/lib:$DYLD_LIBRARY_PATH
  • SIP(Macのシステム保護機能)を無効化

一旦システムを終了させ、Command + R + 電源ボタンで起動後、ターミナルで

$ csrutil disable

を実行

  • Chainerをインストールしなおす
$ pip uninstall chainer
$ CUDA_PATH=/usr/local/cuda pip install chainer --no-cache-dir

参考