update,

uukssw/quote1/_ref/neural-compressor/docker/README.md

@@ -0,0 +1,34 @@
+## Build Intel Neural Compressor Containers:
+
+### To build the `Pip` based deployment container:
+Please note that `INC_VER` must be set to a valid version published here:  
+https://pypi.org/project/neural-compressor/#history
+
+```console
+$ PYTHON=python3.10
+$ INC_BRANCH=3.2
+$ IMAGE_NAME=neural-compressor
+$ IMAGE_TAG=${INC_VER}
+$ docker build --build-arg PYTHON=${PYTHON} --build-arg INC_VER=${INC_VER} -f Dockerfile -t ${IMAGE_NAME}:${IMAGE_TAG} .
+```
+
+###  To build the `Pip` based development container:
+Please note that `INC_BRANCH` must be a set to a valid branch name otherwise, Docker build fails.  
+If `${INC_BRANCH}-devel` does not meet Docker tagging requirements described here:  
+https://docs.docker.com/engine/reference/commandline/tag/  
+then please modify the tag so that the tagging requirement is met. For example replace `/` with `-`.  
+
+```console
+$ PYTHON=python3.10
+$ INC_BRANCH=3.2
+$ IMAGE_NAME=neural-compressor
+$ IMAGE_TAG=${INC_BRANCH}-devel
+$ docker build --build-arg PYTHON=${PYTHON} --build-arg INC_BRANCH=${INC_BRANCH} -f Dockerfile.devel -t ${IMAGE_NAME}:${IMAGE_TAG} .
+```
+
+### Check the Containers built:
+```console
+$ docker images | grep -i neural-compressor
+neural-compressor   v3.2-devel   5c0dc1371312   5 minutes ago    2.76GB
+neural-compressor   3.2   303de7f7c38d   36 minutes ago   1.61GB
+```