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MachineSetupPains

Some notes on the usual commands needed to make machines follow our commands...

GPU + CUDA + CUDNN + tensorflow-gpu PAINS

Working combination

Check version

System + GPU

lsb_release -a
nvidia-smi

CUDA

whereis -b cuda
nvcc --version
/usr/local/cuda/bin/nvcc --version

CUDNN

whereis -b cudnn
cat /usr/local/cuda/include/cudnn.h | grep CUDNN_MAJOR -A 2

python + tensorflow + ...

which python 
which python3
python --version
python -c 'import tensorflow as tf; print(tf.__version__)'
pip list | grep tensorflow
pip show tensorflow
conda list | grep tensorflow

Test correct functioning

Test tensorflow-gpu

import tensorflow as tf
sess = tf.Session(config=tf.ConfigProto(log_device_placement=True))

Test CUDA

/usr/local/cuda-8.0/bin/cuda-install-samples-8.0.sh .
cd NVIDIA_CUDA-8.0_Samples/1_Utilities/deviceQuery
make && ./deviceQuery

Installation steps

(not yet tested) tensorflow-gpu with Conda

conda create --name tf_gpu tensorflow-gpu 

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