ZenDNN (Zen Deep Neural Network) Library accelerates deep learning inference applications on AMD CPUs. This library, which includes APIs for basic neural network building blocks optimized for AMD CPUs, targets deep learning application and framework developers with the goal of improving inference performance on AMD CPUs.

ZenDNN v3.0 Highlights                     Downloads   User Guide

  • Enabled, tuned, and optimized for AMD 2nd and 3rd Gen EPYC processors
  • This release contains the following: ZenDNN binary, TF wheel file (*.whl), ONNX-RT wheel file (*.whl), and ZenDNN User Guides
  • Integrated with TensorFlow v1.15 and ONNX-RT v1.5.1
  • Features highly optimized primitives for AMD CPUs, including: Convolution, MatMul, Elementwise (Binary), BatchNorm, and ReLU
  • Tested with a variety of neural network models across three major workload types:
    • Computer Vision: AlexNet, InceptionV3, InceptionV4, GoogLeNet, ResNet50, ResNet152, VGG16, VGG19
    • Natural Language Processing: BERT
    • Recommender Systems: DLRM, Wide & Deep
  • Supported on Ubuntu 18.04, Ubuntu 19.10, Ubuntu 20.04, RHEL 8.3, CentOS 8.3

Resources and Technical Support

Resources

Documentation

ZenDNN User Guide

TF + ZenDNN User Guide

ONNX-RT + ZenDNN User Guide

Technical Support

To access 1×1 support, report issues, or request expert help, please email zendnnsupport@amd.com.

Download

File Name Version Size Launch Date OS Bitness Description

File Name

Version

3.0

Size

95 MB

Launch Date

4/5/2021

OS

Ubuntu/RHEL

Bitness

64-bit

Description

TF + ZenDNN binary release package. MD5 Checksum: df69a16666f28b1c9a078f70858633b5

File Name

Version

3.0

Size

2065 MB

Launch Date

4/5/2021

OS

Ubuntu/RHEL

Bitness

64-bit

Description

TF + ZenDNN docker image release package. MD5 Checksum: 2c02ef2e265dba82f4a71739bff6fe6c

File Name

Version

3.0

Size

104 MB

Launch Date

4/5/2021

OS

Ubuntu/RHEL

Bitness

64-bit

Description

ONNXRT + ZenDNN binary release. MD5 Checksum: b88a76c6b3ecf3622ec24e65f45461dd

File Name

Version

3.0

Size

3217 MB

Launch Date

4/5/2021

OS

Ubuntu/RHEL

Bitness

64-bit

Description

ONNXRT + ZenDNN docker image release package. MD5 Checksum: 934b94601c0ffe72a525fd3f98027dd3