I am trying to setup my machine learning environment on AWS as follows :-
OS: windows server 2012 r2 , 64 bit
instance: p2.xlarge
GPU : Tesla K80 series
CUDA: 9.2.148
Graphis driver: 398.26 (installed by cuda toolkit)
python : 3.5 ( tested using 2.7.15 as well) ,64 bit
IDE: Pycharm Community 2018.2, 64 bit
mxnet librabry: mxnet-cu92
now when I run following code :
import mxnet as mx
from mxnet import nd
mx.random.seed(1)
z = nd.ones(shape=(3,3), ctx=mx.cpu())
print(z)
it works fine , but when I change ctx=mx.gpu() or ctx=mx.gpu(0) , I get error python stopped working.
cuda setup is working fine I compiled and ran deviceQuery
, bandwidthTest
sample application, these are giving output as expected.
python crash details gives me following information :
Fault Module Name: ucrtbase.DLL
I tried with Cuda Grphics Driver 398.44 (recommended from cuda website for my gpu and os ) still no luck so far.
any idea what am I missing here?
thanks