Merge pull request #56 from Intel-tensorflow/karen/r2.8

Karen/r2.8

Intel-tensorflow-build-container.md

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+# Steps to generate a container with Intel® Optimization for TensorFlow
+
+This guide will help you generate a container with Intel's r2.8 branch.
+
+## Steps:
+
+1. Clone intel-tensorflow r2.8 branch:
+
+    ```
+    $ git clone https://github.com/Intel-tensorflow/tensorflow.git --branch=r2.8 --single-branch
+    $ cd tensorflow
+    $ git checkout v2.8.0
+    # Run "git log" and check for the right git hash
+    ```
+
+2.  Go to the directory that has Intel mkl docker files:
+
+    ```
+    $ cd tensorflow/tools/ci_build/linux/mkl/
+    ```
+
+3.  Run build-dev-container.sh by passing the following env parameters:
+
+    For AVX containers:
+
+    ```
+    $ env  ROOT_CONTAINER=tensorflow/tensorflow \
+    	ROOT_CONTAINER_TAG=devel \
+    	TF_DOCKER_BUILD_DEVEL_BRANCH=v2.8.0 \
+    	TF_REPO=https://github.com/Intel-tensorflow/tensorflow \
+    	TF_DOCKER_BUILD_VERSION=2.8.0 \
+    	BUILD_AVX_CONTAINERS=yes \
+    	BUILD_TF_V2_CONTAINERS=yes \    	
+    	BAZEL_VERSION=4.2.1 \    	
+    	ENABLE_SECURE_BUILD=yes \
+            ENABLE_HOROVOD=yes \
+    	./build-dev-container.sh > ./container_build.log
+    ```
+
+    For AVX512 containers:
+
+    ```
+    $ env  ROOT_CONTAINER=tensorflow/tensorflow \
+    	ROOT_CONTAINER_TAG=devel \
+    	TF_DOCKER_BUILD_DEVEL_BRANCH=v2.8.0 \
+    	TF_REPO=https://github.com/Intel-tensorflow/tensorflow \
+    	TF_DOCKER_BUILD_VERSION=2.8.0 \
+    	BUILD_SKX_CONTAINERS=yes \
+    	BUILD_TF_V2_CONTAINERS=yes \    	
+    	BAZEL_VERSION=4.2.1 \    	
+    	ENABLE_SECURE_BUILD=yes \
+            ENABLE_HOROVOD=yes \
+    	./build-dev-container.sh > ./container_build.log
+    ```  
+
+4.  Open a second terminal session at the same location and run `tail -f container_build.log` to monitor container build progress
+    or wait until the build finishes and then open the log file <container_build.log> ...
+
+    ```
+    INFO: Build completed successfully, 18811 total actions.
+    ```
+
+    Below output indicates that the container has intel-optimized tensorflow:
+
+    ```
+    PASS: MKL enabled test in <intermediate container name>
+    ```
+
+5.  Check if the image was built successfully and tag it:
+
+    AVX container:
+
+    ```
+    $ docker images
+    intel-mkl/tensorflow:2.8.0-devel-mkl
+    $ docker tag intel-mkl/tensorflow:2.8.0-devel-mkl intel/intel-optimized-tensorflow:2.8.0-devel-mkl
+    ```   
+
+    AVX512 container:
+
+    ```
+    $ docker images
+    intel-mkl/tensorflow:2.8.0-avx512-devel-mkl
+    
+    $ docker tag intel-mkl/tensorflow:2.8.0-avx512-devel-mkl intel/intel-optimized-tensorflow:2.8.0-avx512-devel-mkl
+    ``` 

LEGAL-NOTICE

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+Intel® Optimized Tensorflow Container 
+
+        LEGAL NOTICE: Your use of this software and any required dependent software (the “Software Package”) is subject to the terms
+                      and conditions of the software license agreements for the Software Package, which may also include notices,
+                      disclaimers, or license terms for third party or open source software included in or with the Software Package,
+                      and your use indicates your acceptance of all such terms. Please refer to the “third-party-programs.txt” or other
+                      similarly-named text file included with the Software Package for additional details. 
+
+        Please refer to the  
+        https://github.com/Intel-tensorflow/tensorflow/blob/v2.8.0/third_party_programs_license/third-party-programs.txt and
+        https://github.com/Intel-tensorflow/tensorflow/blob/v2.8.0/third_party_programs_license/oneDNN-THIRD-PARTY-PROGRAMS
+        for additional details.