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Intel Model Zoo v2.1.1

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@ashahba ashahba released this 20 Nov 23:12
v2.1.1
f9fc81b

New Functionality

One new TensorFlow workload containers that are available on the Intel® oneContainer Portal:

  • COCO Validation Dataset Preprocessing

6 new TensorFlow workload containers that are available on the Intel® oneContainer Portal:

  • TensorFlow Performance Comparison Jupyter Notebook

  • Intel PyTorch Extension

  • Intel Optimizations for TensorFlow with Scikit-learn and oneDAL

  • Scikit-learn with oneDAL

  • XGBoost with oneDAL

  • Intel Optimized Analytics Package(OAP) for Spark Platform

One new TensorFlow K8s workflow package that are available on the Intel® oneContainer Portal:

  • ResNet50 v1.5 FP32 Training

DL Frameworks (TensorFlow)

TensorFlow models in this release are validated on the following TensorFlow versions:

  • Intel Optimizations for TensorFlow v2.3.0 or v1.15.2 (select models)

  • Intel Optimizations for TensorFlow Serving v2.3.0

DL Frameworks (PyTorch)

  • PyTorch models in this release are validated on the following PyTorch version:

  • PyTorch v1.5.0-rc3

Supported Configurations

  • Intel Model Zoo 2.0 is validated on the following environment:

  • Ubuntu 18.04 LTS

  • Python 3.6

  • Docker Server v19+

  • Docker Client v18+

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