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OpenVINO™ integration with TensorFlow v2.1.0
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@ck-intel ck-intel released this 14 Jul 10:34
v2.1.0
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This release provides performance improvements and functional bug fixes from the previous release.

  • Performance Optimizations of existing supported models

    • Updated opset support to OpenVINO™ opset8
    • Dynamic shapes support enabled for translation of multiple Ops, which resulted in larger cluster sizes and performance improvement
    • Added support for following TensorFlow Ops in OpenVINO™ integration with TensorFlow: CTCGreedyDecoder, SparseToDense, BatchMatMulV2, BatchMatMul, SquaredDifference, LessEqual, NotEqual, Cumsum

  • TensorFlow version upgraded to v2.9.1. It provides bug fixes and addresses vulnerabilities over TensorFlow v2.8.0

    • OpenVINO™ integration with TensorFlow PyPi release is built against v2.9.1, and it will also work with PATCH versions like v2.9.0, and the upcoming v2.9.x releases
    • OpenVINO™ integration with TensorFlow source code is backward compatible. This means you will be able to build its source code with the past MINOR versions of TensorFlow 2.x. (validated for TensorFlow versions v2.4.4, v2.5.3, v2.6.5, v2.7.3, v2.8.2 and v2.9.1)

  • Docker Support

    • OpenVINO™ integration with TensorFlow Runtime Dockerfiles for Ubuntu 18.04 and Ubuntu 20.04 are updated
    • OpenVINO™ integration with TensorFlow Runtime Dockerfiles with TF-Serving for Ubuntu 18.04 and Ubuntu 20.04 are updated
    • Prebuilt images are updated and can be found on Docker Hub and Azure Marketplace

  • Enhanced GitHub documentation

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