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Update references to VNNI to approved DL Boost nomenclature
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committed by
George T Kramer
parent
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commit
89ec05a603
@@ -1,7 +1,7 @@
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# Deep Learning Reference Stack
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This provides the Deep Learning Reference Stack. To offer more flexibility, there are multiple versions of the Deep Learning Reference Stack:
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* Intel® Math Kernel Library for Deep Neural Networks (Intel® MKL-DNN) primitives and AVX-512 Vector Neural Network Instructions (VNNI)
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* Intel® Math Kernel Library for Deep Neural Networks (Intel® MKL-DNN) primitives and AVX-512 Deep Learning Boost (formerly known as AVX-512 VNNI)
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* Eigen optimized for Intel Architecture
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* Intel® Math Kernel Library for Deep Neural Networks (Intel® MKL-DNN) primitives
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* OSS PyTorch DLRS Docker image
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@@ -14,11 +14,11 @@ To offer more flexibility, we are releasing multiple versions of the Deep Learni
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> **Note:**
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> For multi-node support, we include a registry with a set of jsonnet files to show integration with Kubeflow for deployment.
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## The Deep Learning Reference Stack with Intel® MKL-DNN and VNNI
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## The Deep Learning Reference Stack with Intel® MKL-DNN and Intel® AVX512-Deep Learning Boost
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The release includes:
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* Clear Linux* OS
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* TensorFlow 1.13.1 optimized using Intel® Math Kernel Library for Deep Neural Networks (Intel® MKL-DNN) primitives and AVX-512 Vector Neural Network Instructions (VNNI)
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* TensorFlow 1.13.1 optimized using Intel® Math Kernel Library for Deep Neural Networks (Intel® MKL-DNN) primitives and Intel® AVX-512 Deep Learning Boost (Formerly Intel® VNNI)
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* Jupyter Lab*
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## The Deep Learning Reference Stack with Eigen
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@@ -58,7 +58,7 @@ The release includes:
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## How to get the Deep Learning Reference Stack
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The official Deep Learning Reference Stack Docker images are hosted at: https://hub.docker.com/u/clearlinux/.
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The official Deep Learning Reference Stack Docker images are hosted at: https://hub.docker.com/u/clearlinux/. Note that the Intel MKL-DNN-VNNI version is also referred to as the Intel® MKL with AVX-512 Deep Learning Boost in the documentation.
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* Pull from the [Intel MKL-DNN-VNNI version](https://hub.docker.com/r/clearlinux/stacks-dlrs-mkl-vnni)
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* Pull from the [Eigen version](https://hub.docker.com/r/clearlinux/stacks-dlrs-oss/)
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@@ -68,9 +68,9 @@ The official Deep Learning Reference Stack Docker images are hosted at: https://
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**Note:**
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To take advantage of the AVX-512 and VNNI functionality with the Deep Learning Reference Stack, please use the following hardware:
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To take advantage of the AVX-512, and AVX-512 Deep Learning Boost functionality with the Deep Learning Reference Stack, please use the following hardware:
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* AVX 512 images requires an Intel® Xeon® Scalable Platform
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* VNNI requires a Second-Generation Intel® Xeon® Scalable Platform
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* AVX-512 Deep Learning Boost requires a Second-Generation Intel® Xeon® Scalable Platform
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## Licensing
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