NGC Tensorflow 20.02-tf2-py3 (TF 2.1)

Author: hephaex

vendor/ngc-tensorflow/Dockerfile.20.02-tf2-py3

@@ -0,0 +1,42 @@
+FROM nvcr.io/nvidia/tensorflow:20.02-tf2-py3
+# NVIDIA DIGITS runs on Python 3.6
+
+RUN apt-get update && \
+    apt-get install -y libsm6 libxext6 libxrender-dev
+
+ENV PYTHONUNBUFFERED=1 \
+    PATH=/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin:$PATH \
+    LANG=C.UTF-8
+
+RUN /usr/bin/python3 -m pip install -U pip setuptools && \
+    /usr/bin/python3 -m pip install --no-cache-dir keras && \
+    /usr/bin/python3 -m pip install --no-cache-dir keras_applications && \
+    /usr/bin/python3 -m pip install --no-cache-dir keras_preprocessing && \
+    /usr/bin/python3 -m pip install --no-cache-dir ipython && \
+    /usr/bin/python3 -m pip install --no-cache-dir pillow && \
+    /usr/bin/python3 -m pip install --no-cache-dir h5py && \
+    /usr/bin/python3 -m pip install --no-cache-dir mpi4py && \
+    /usr/bin/python3 -m pip install --no-cache-dir jupyter && \
+    /usr/bin/python3 -m pip install --no-cache-dir jupyterlab && \
+    /usr/bin/python3 -m pip install --no-cache-dir jupyter-tensorboard
+
+# Install ipython kernelspec
+RUN /usr/bin/python3 -m ipykernel install --display-name "Python 3.6 (NGC 20.02 / TensorFlow 2.1.0) on Backend.AI" && \
+    cat /usr/local/share/jupyter/kernels/python3/kernel.json
+
+# Backend.AI specifics
+COPY policy.yml /etc/backend.ai/jail/policy.yml
+LABEL ai.backend.kernelspec="1" \
+      ai.backend.envs.corecount="OPENBLAS_NUM_THREADS,OMP_NUM_THREADS,NPROC" \
+      ai.backend.features="batch uid-match" \
+      ai.backend.accelerators="cuda" \
+      ai.backend.resource.min.cpu="1" \
+      ai.backend.resource.min.mem="1g" \
+      ai.backend.resource.min.cuda.device=1 \
+      ai.backend.resource.min.cuda.shares=0.1 \
+      ai.backend.base-distro="ubuntu16.04" \
+      ai.backend.runtime-type="python" \
+      ai.backend.runtime-path="/usr/bin/python" \
+      ai.backend.service-ports="ipython:pty:3000,tensorboard:http:6006,jupyter:http:8080,jupyterlab:http:8090"
+
+# vim: ft=dockerfile