TypeError: Argument 'x' has incorrect type (expected cupy.core.core.ndarray, got numpy.ndarray)

Question

在 cupy 中执行以下最小示例。

import numpy, cupy, cupyx

print( cupyx.get_runtime_info() )

mydata = numpy.empty((3,), dtype='f')

#gpu = False
gpu = True
if not gpu:
    xp = numpy
else:
    xp = cupy

    mydata_like = xp.zeros_like(mydata)

按照以下方式

(venv) user@ailx216:/work/sandbox$ CUDA_PATH=/usr/local/cuda-9.1 python cupy_test.py

给我这个错误：

  File "chainer_test.py", line 14, in <module>
    mydata_like = xp.zeros_like(mydata)
/cupy/creation/basic.py", line 205, in zeros_like
    order, strides, memptr = _new_like_order_and_strides(a, dtype, order)
/cupy/creation/basic.py", line 35, in _new_like_order_and_strides
    order = chr(_update_order_char(a, ord(order)))
TypeError: Argument 'x' has incorrect type (expected cupy.core.core.ndarray, got numpy.ndarray)

print(cupyx.get_runtime_info())的输出如下：

CuPy Version          : 6.2.0
CUDA Root             : /usr/local/cuda-9.1/
CUDA Build Version    : 9010
CUDA Driver Version   : 10000
CUDA Runtime Version  : 9010
cuDNN Build Version   : 7102
cuDNN Version         : 7102
NCCL Build Version    : 2115
NCCL Runtime Version  : (unknown)

我该如何调试它？

Answer 1

我原来的帖子有一个愚蠢的错误。这是一个对我有用的最小 cupy 测试。感谢您的帮助。

import numpy, cupy, cupyx

print( cupyx.get_runtime_info() )


gpu = True
if not gpu:
    xp = numpy
else:
    xp = cupy

mydata = xp.empty((3,), dtype='f')    
mydata_like = xp.zeros_like(mydata)

TypeError: Argument 'x' has incorrect type (expected cupy.core.core.ndarray, got numpy.ndarray)

TypeError: Argument 'x' has incorrect type (expected cupy.core.core.ndarray, got numpy.ndarray)

python-3.x

chainer

cupy