OS: win10
VS: visual stadio2015 64位
CUDA: CUDA8.0
python: python2.7.12 64位(pycuda)
我跟踪了这个网站,https://documen.tician.de/pycuda/tutorial.html#getting-started
import pycuda.driver as cuda
import pycuda.autoinit
from pycuda.compiler import SourceModule
import numpy
a = numpy.random.randn(4,4)
a = a.astype(numpy.float32)
a_gpu = cuda.mem_alloc(a.nbytes)
cuda.memcpy_htod(a_gpu,a)#transfer the data to the GPU
#executing a kernel
#function: write code to double each entry in a_gpu.
#we write the corresponding CUDA C code, and feed it into the constructor of pycuda.compiler.SourceModule
mod = SourceModule("""
__global__ void doublify(float *a)
{
int idx = threadIdx.x + threadIdx.y*4;
a[idx] *= 2;
}
""")
#If there aren’t any errors, the code is now compiled and loaded onto the device. We find a reference to our pycuda.driver.Function and call it, specifying a_gpu as the argument, and a block size of 4x4:
func = mod.get_function("doublify")
func(a_gpu, block=(4,4,1))
#Finally, we fetch the data back from the GPU and display it, together with the original a:
a_doubled = numpy.empty_like(a)
cuda.memcpy_dtoh(a_doubled, a_gpu)
print a_doubled
print a
但是,错误失败了:
Traceback (most recent call last):
File "G:/myworkspace/python2.7/cuda/test.py", line 24, in <module>
""")
File "D:\python2.7\lib\site-packages\pycuda\compiler.py", line 265, in __init__
arch, code, cache_dir, include_dirs)
File "D:\python2.7\lib\site-packages\pycuda\compiler.py", line 255, in compile
return compile_plain(source, options, keep, nvcc, cache_dir, target)
File "D:\python2.7\lib\site-packages\pycuda\compiler.py", line 137, in compile_plain
stderr=stderr.decode("utf-8", "replace"))
CompileError: nvcc compilation of c:\users\gl\appdata\local\temp\tmp8poxqp\kernel.cu failed
[command: nvcc --cubin -arch sm_50 -m64 -Id:\python2.7\lib\site-packages\pycuda\cuda kernel.cu]
[stdout:
nvcc fatal : Cannot find compiler 'cl.exe' in PATH
]
有人说要将cl.exe的dir添加到环境中。我做了,但错误是一样的。我是CUDA的新手。我怎样才能解决这个问题?有什么建议?
我做了“公民”,adviced建议:
将路径添加到cl.exe,D:\vs2015\VC\bin。
INCLUDE = C:\Program (x86)\Windows \10\Include\10.0.10240.0\ucrt。
LIB = C:\Program (x86)\Windows \10\Lib\10.0.10240.0\ucrt\x64(我在我的计算机中找不到C:\Program (x86)\Windows \10\Lib\10.0.10240.0\um\x64)。
有一个新的错误如下:
raceback (most recent call last):
File "G:\myworkspace\python2.7\cuda\test.py", line 24, in <module>
""")
File "D:\python2.7\lib\site-packages\pycuda\compiler.py", line 265, in __init__
arch, code, cache_dir, include_dirs)
File "D:\python2.7\lib\site-packages\pycuda\compiler.py", line 255, in compile
return compile_plain(source, options, keep, nvcc, cache_dir, target)
File "D:\python2.7\lib\site-packages\pycuda\compiler.py", line 147, in compile_plain
+ (stdout+stderr).decode("utf-8", "replace"), stacklevel=4)
File "D:\python2.7\lib\idlelib\run.py", line 36, in idle_showwarning_subproc
message, category, filename, lineno, line))
File "D:\python2.7\lib\idlelib\PyShell.py", line 65, in idle_formatwarning
s += "%s: %s\n" % (category.__name__, message)
UnicodeEncodeError: 'ascii' codec can't encode characters in position 147-168: ordinal not in range(128)
现在我正在解决这个问题,可能是因为我没有添加C:\Program (x86)\Windows \10\Lib\10.0.10240.0\um\x64?
发布于 2016-11-30 05:42:53
我在.py中添加了这些代码
import sys
reload(sys)
sys.setdefaultencoding('utf8')
然后运行,没有错误。
发布于 2017-12-19 19:06:16
您还可以在您的python文件中添加到cl.exe
的路径。缺点是,如果MSVS版本更改,您将不得不对其进行更改。
示例:
import os
if (os.system("cl.exe")):
os.environ['PATH'] += ';'+r"C:\Program Files (x86)\Microsoft Visual Studio\2017\Community\VC\Tools\MSVC\14.11.25503\bin\HostX64\x64"
if (os.system("cl.exe")):
raise RuntimeError("cl.exe still not found, path probably incorrect")
编辑:您需要运行与CUDA兼容的MSVS版本。也就是说,库达v9.0不支持MSVS2017,而CUDA v9.1只支持15.4版本,而不是后期版本。通过从Visual的本机工具命令提示符运行nvcc.exe
来尝试它是否工作。
https://stackoverflow.com/questions/40856535
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