ZenDNN library, which includes APIs for basic neural network building blocks optimized for AMD CPU architecture, targets deep learning application and framework developers with the goal of improving deep learning inference performance on AMD CPUs.

For the current version, refer to the ZenDNN page.

Previous Release

ZenDNN v3.2 Highlights

  • Enabled, tuned, and optimized for AMD 2nd and 3rd Gen EPYCTM processors 
  • Integrated with TensorFlow v2.7, PyTorch v1.9.0, and ONNXRT v1.8.0
  • Features highly optimized primitives for AMD CPUs, targeting a variety of workloads, including computer vision, natural language processing, and recommender systems
  • Tested with a variety of neural network models across three major workload types:
    • Computer Vision: AlexNet, InceptionV3, InceptionV4, GoogLeNet, ResNet50, ResNet152, VGG16, and VGG19
    • Natural Language Processing: BERT
    • Recommender Systems: DLRM, Wide & Deep
  • Supported on Ubuntu 18.04, Ubuntu 20.04, RHEL 8.3, and CentOS 8.3

Documentation:

Version Frameworks Supported OS Documentation
3.2 TensorFlow v2.7, PyTorch v1.9.0, and ONNXRT v1.8.0
Ubuntu 18.04, Ubuntu 19.10, Ubuntu 20.04, RHEL 8.3, and CentOS 8.3 ZenDNN 3.2 – Documents
3.1 TensorFlow v2.5  Ubuntu 18.04, Ubuntu 19.10, Ubuntu 20.04, RHEL 8.3, and CentOS 8.3 ZenDNN 3.1 – Documents
3.0 TensorFlow v1.15 and ONNXRT v1.5.1 Ubuntu 18.04, Ubuntu 19.10, Ubuntu 20.04, RHEL 8.3, and CentOS 8.3 ZenDNN 3.0 – Documents
File Name Version Size Launch Date OS Bitness Description
ZenDNN 3.2 - TensorFlow

File Name

Version

3.2

Size

206 MB

Launch Date

12/21/2021

OS

Ubuntu/ RHEL

Bitness

64-bit

Description

TF v2.7 + ZenDNN binary release package with python v3.6. MD5 Checksum: ff5fc72098e4703cd6c2cfa705025bb9

File Name

Version

3.2

Size

206 MB

Launch Date

12/21/2021

OS

Ubuntu/RHEL

Bitness

64-bit

Description

TF v2.7 + ZenDNN binary release package with python v3.7. MD5 Checksum: c009a285b574a0c25d9c21b25d663ffe

File Name

Version

3.2

Size

206 MB

Launch Date

12/21/2021

OS

Ubuntu/RHEL

Bitness

64-bit

Description

TF v2.7 + ZenDNN binary release package with python v3.8. MD5 Checksum: 6dc3ab78fffc9927baa77a60c3bf3be8

File Name

Version

3.2

Size

206 MB

Launch Date

12/21/2021

OS

Ubuntu/RHEL

Bitness

64-bit

Description

TF v2.7 + ZenDNN binary release package with python v3.9. MD5 Checksum: b1ec86e2eaa264b198a5699524d20492

File Name

Version

3.2

Size

123 MB

Launch Date

12/21/2021

OS

Ubuntu/RHEL

Bitness

64-bit

Description

TF v2.7 + ZenDNN binary release package for C++ API interface. MD5 Checksum: ff65a75cb513fdfe1323ac70edda25af
ZenDNN 3.2 - PyTorch

File Name

Version

3.2

Size

115 MB

Launch Date

12/21/2021

OS

Ubuntu/RHEL

Bitness

64-bit

Description

PT v1.9.0 + ZenDNN binary release package with python v3.6. MD5 Checksum: 44079e976374eb85a3db30de4d44e069

File Name

Version

3.2

Size

115 MB

Launch Date

12/21/2021

OS

Ubuntu/RHEL

Bitness

64-bit

Description

PT v1.9.0 + ZenDNN binary release package with python v3.7. MD5 Checksum: 3000feb8b73671d44a30b51684ef4cb4

File Name

Version

3.2

Size

115 MB

Launch Date

12/21/2021

OS

Ubuntu/RHEL

Bitness

64-bit

Description

PT v1.9.0 + ZenDNN binary release package with python v3.8. MD5 Checksum: fcef8e8bbf459786bab820e398d94f94

File Name

Version

3.2

Size

115 MB

Launch Date

12/21/2021

OS

Ubuntu/RHEL

Bitness

64-bit

Description

PT v1.9.0 + ZenDNN binary release package with python v3.9. MD5 Checksum: 5b318e8a6b3f6fc2dd96814fe1975f9b
ZenDNN 3.2 - ONNXRT

File Name

Version

3.2

Size

109 MB

Launch Date

12/21/2021

OS

Ubuntu/RHEL

Bitness

64-bit

Description

ONNXRT v1.8.0 + ZenDNN binary release. MD5 Checksum: afb9ca63bf416d37875055b670f79953

File Name

Version

3.2

Size

8.83 GB

Launch Date

12/21/2021

OS

Ubuntu/RHEL

Bitness

64-bit

Description

ONNXRT v1.8.0 + ZenDNN docker image release package. MD5 Checksum: 6db047b9cf005b69a8b2bfa56713156b
ZenDNN 3.1

File Name

Version

3.1

Size

292 MB

Launch Date

08/12/2021

OS

Ubuntu/RHEL

Bitness

64-bit

Description

TF v2.5+ ZenDNN binary release package. MD5 Checksum: 6e8b6343083ceaa0f03807ce4021d141

File Name

Version

3.1

Size

135 MB

Launch Date

08/12/2021

OS

Ubuntu/RHEL

Bitness

64-bit

Description

TF v2.5+ ZenDNN binary release package for C++ API interface. MD5 Checksum: 3c518b9f87c455244649eb876bdd2173
ZenDNN 3.0

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