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Intel Model Zoo v2.1.0
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@ashahba ashahba released this 13 Nov 23:53
v2.1.0
d726b04

New Functionality

10 new TensorFlow workload containers and model packages that are available on the Intel® oneContainer Portal:

  • InceptionV3 FP32 Inference

  • InceptionV3 Int8 Inference

  • MobileNetV1 Int8 Inference

  • ResNet50 Int8 Inference

  • ResNet50v1.5 BFloat16 Inference

  • Transformer-LT MLPerf FP32 Training

  • SSD-ResNet34 FP32 Training

  • BERT Large BFloat16 Training

  • SSD-MobileNet Int8 Inference

  • RFCN Int8 Inference

DL Frameworks (TensorFlow)

TensorFlow models in the 2.0 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 the 2.1.0 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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