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updating to latest name for docker images
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@@ -19,7 +19,7 @@ Prerequisites
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* `cloud-native-basic` bundle is installed (includes kubernetes)
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In |CL|, `containers-basic` provides Docker*, which is required for
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TensorFlow benchmarking. Use the :command:`swupd` utility to check if
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TensorFlow benchmarking. Use the :command:`swupd` utility to check if
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`containers-basic` and `cloud-native-basic` are present:
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.. code-block:: bash
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@@ -37,23 +37,16 @@ To ensure that kubernetes is correctly installed and configured,
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We have validated these steps against the following software package versions
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* |CL| 26240--lowest version permissible.
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* Docker 18.06.1
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* Kubernetes 1.11.3
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* Go 1.11.12
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TensorFlow benchmarks
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=====================
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The |CL| Deep Learning Stack is available in two versions. First, a version that includes TensorFlow* optimized for Intel Architecture, the `Eigen`_ version, and a version that includes the TensorFlow* framework optimized using Intel® Math Kernel Library for Deep Neural Networks (Intel® MKL-DNN) primitives, the `Intel MKL`_ version.
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This section describes running the `TensorFlow benchmarks`_ as run by the
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TensorFlow community. These steps provide a template to run other
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benchmarks, providing they can invoke TensorFlow.
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TensorFlow* Single and Multi Node Benchmarks
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============================================
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The |CL| Deep Learning Stack is available in two versions:
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This section describes running the `TensorFlow benchmarks`_ in single node. For multi node testing replicate these steps for each node. These steps provide a template to run other benchmarks, providing they can invoke TensorFlow.
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Download and run either the `Eigen`_ or the `Intel MKL-DNN`_ docker image from hub.docker.com. The next commands will take place in the running container. Replace <docker_name> with the name of the image.
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* `TensorFlow`_ includes TensorFlow optimized for Intel® architecture
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* `TensorFlow with MKL-DNN`_ includes the TensorFlow* framework optimized
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using Intel® Math Kernel Library for Deep Neural Networks (Intel® MKL-DNN)
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Download and run either of these from the `Clear Linxu Docker Hub page`_.
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The next commands will take place in the running container.
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@@ -79,8 +72,8 @@ The next commands will take place in the running container.
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You can replace the model with one of your choice supported by the
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TensorFlow benchmarks.
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Kubeflow benchmarks
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===================
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Kubeflow Multinode benchmarks
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=============================
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The benchmark workload will run in a Kubernetes container. We will use Kubeflow and deploy three nodes for this tutorial to get a decent return.
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@@ -209,12 +202,10 @@ benchmark results.
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.. _flannel: https://github.com/coreos/flannel
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.. _networking documentation: https://kubernetes.io/docs/setup/independent/create-cluster-kubeadm/#pod-network
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.. _quick start guide: https://www.kubeflow.org/docs/started/getting-started/
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.. _TensorFlow: https://hub.docker.com/r/clearlinux/stacks-dlaas-oss/
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.. _TensorFlow with MKL-DNN: https://hub.docker.com/r/clearlinux/stacks-dlaas-mkl/
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.. _Eigen: https://hub.docker.com/r/clearlinux/stacks-dlaas-oss/
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.. _Intel MKL-DNN: https://hub.docker.com/r/clearlinux/stacks-dlaas-mkl/
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.. _release notes for the Clear Linux Deep Learning Stack: https://github.com/clearlinux/dockerfiles/tree/master/stacks/dlaas
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.. _Clear Linux Docker Hub page: https://hub.docker.com/u/clearlinux/
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