update images

images/keras/cuda11-8/README.md

@@ -4,6 +4,7 @@ Keras ML framework with various python runtime.
 
 Non-root Docker image used by Puzl [Kubernetes cloud](https://puzl.cloud) service. Based on [official tensorflow](https://hub.docker.com/r/tensorflow/tensorflow) Docker image.
 ## Supported languages and interpreter versions
+- python3.9
 - python3.10
 - python3.11
 

images/keras/cuda11-8/metadata.json

@@ -4,6 +4,7 @@
     "sourceTag":"2.14.0-gpu",
     "version": "1.2.0",
     "interpreters": [
+        "python3.9",
         "python3.10",
         "python3.11"
     ],

template/required.j2

@@ -106,20 +106,34 @@ RUN curl -o ~/miniconda.sh https://repo.anaconda.com/miniconda/Miniconda3-latest
 RUN ${INTERPRETER} -m pip install -r /tmp/requirements.txt
 {% endmacro %}
 
-{%- macro install_pip_package(packages) -%}
-RUN ${INTERPRETER} -m pip install \
+{%- macro convert_interpreter_to_cp(interpreter) -%}
+    {%- if interpreter == "python3.9" -%}
+        cp39
+    {%- elif interpreter == "python3.10" -%}
+        cp310
+    {%- elif interpreter == "python3.11" -%}
+        cp311
+    {%- else -%}
+        unknown
+    {%- endif %}
+{% endmacro %}
+
+{%- macro install_pip_package(packages, INTERPRETER) -%}
+RUN \
   {%- for package in packages -%}
-    {%- if package.type == "pip" -%}
-      {% if package.version is defined %}
-        {{ package.name }}=={{ package.version }} \
+    {%- if package.type == "pip" and package.name != "tensorflow" -%}
+      {%- if package.version is defined %}
+        ${INTERPRETER} -m pip install {{ package.name }}=={{ package.version }} \
       {%- else %}
-        {{ package.name }} \
+        ${INTERPRETER} -m pip install {{ package.name }} \
       {%- endif %}
+    {%- elif package.type == "pip" and package.name == "tensorflow" -%}
+      ${INTERPRETER} -m pip install https://storage.googleapis.com/tensorflow/linux/gpu/tensorflow-{{ package.version }}-{{ convert_interpreter_to_cp(INTERPRETER) }}-{{ convert_interpreter_to_cp(INTERPRETER) }}-manylinux_2_17_x86_64.manylinux2014_x86_64.whl \
     {%- endif %}
   {%- endfor %}
-        --index-url https://download.pytorch.org/whl/cu118 \
-        --extra-index-url https://pypi.org/simple \
-    && ${INTERPRETER} -m pip cache purge
+      --index-url https://download.pytorch.org/whl/cu118 \
+      --extra-index-url https://pypi.org/simple \
+  && ${INTERPRETER} -m pip cache purge
 {% endmacro %}
 
 {%- macro install_yarn_package(packages) -%}