https://github.com/LiaoSteve/cat_or_dog-cnn/blob/master/train-cat-dog-classifier.ipynb
- Install anaconda
- CUDA Toolkit and driver version: https://docs.nvidia.com/cuda/cuda-toolkit-release-notes/index.html/
- tensorflow cuda cudnn version https://www.tensorflow.org/install/source#gpu
- keras and tensorflow version: https://docs.floydhub.com/guides/environments/
- install tensorflow-gpu, cuda, and cudnn via conda
# create env conda create -n tf2 python=3.6 # install tensorflow 2 conda install tensorflow-gpu=2.1 # or try this conda install cudatoolkit==10.1.243 conda install cudnn==7.6.5 pip install tensorflow-gpu==2.1.0 # delete env conda env remove -n tf2
pip install jupyterlab
jupyter lab --ip=0.0.0.0 --no-browser --port=8787