I tried to run the code using CUDA, I got this error, it seems something wrong in the system
the full code: I got it CUDACast #10a - Your First CUDA Python Program and no module named numbapro
import numpy as np
from timeit import default_timer as timer
from numba import vectorize
@vectorize(["float32(float32, float32)"], target='cuda')
def VectorAdd(a, b):
return a + b
def main():
N = 32000000
A = np.ones(N, dtype=np.float32)
B = np.ones(N, dtype=np.float32)
C = np.zeros(N, dtype=np.float32)
start = timer()
C = VectorAdd(A, B)
vectoradd_timer = timer() - start
print("C[:5] = " + str(C[:5]))
print("C[-5:] = " + str(C[-5:]))
print("VectorAdd took %f seconds" % vectoradd_timer)
if __name__ == '__main__':
main()
the output:
Exception: Version mismatch: this is the 'cffi' package version 1.13.1, located in '/usr/local/lib/python2.7/dist-packages/cffi/api.pyc'. When we import the top-level '_cffi_backend' extension module, we get version 1.5.2, located in '/usr/lib/python2.7/dist-packages/_cffi_backend.x86_64-linux-gnu.so'. The two versions should be equal; check your installation.
maybe this reason:
$which pip
/usr/bin/pip
You have to try by removing all the cffi packages separately and installed version 1.5.2
.
sudo pip install cffi==1.5.2
Or you can make sure the version is consistent by updating the old version.
sudo apt-get install python-cffi
Hope it helps you
updating pip to the latest version solved my problem.
pip3 install --upgrade pip
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