Intel® AI Analytics Toolkit Release Notes

签署人: Nathan G Greeneltch PREETHI VENKATESH

已发布:08/09/2019   最后更新时间:07/27/2020


This document provides details about new features and known issues for the Intel® AI Analytics Toolkit. The toolkit includes the following components:

  • Intel® Optimization for TensorFlow*

  • PyTorch*

  • Intel® Distribution for Python*

  • Intel® AI Quantization Tools for Tensorflow*

  • Model Zoo for Intel® Architecture

Version History

Date Version Major Change Summary
July 2020 2021.1-beta08 July 2020 Beta release of Intel® oneAPI AI Toolkit.
June 2020 2021.1-beta07 June 2020 Beta release of Intel® oneAPI AI Toolkit.
April 2020 2021.1-beta06 April 2020 Beta release of Intel® oneAPI AI Toolkit.
March 2020 2021.1-beta05 March 2020 Beta release of Intel® oneAPI AI Toolkit.
February 2020 2021.1-beta04

February 2020 Beta release of Intel® oneAPI AI Toolkit.

Updated known issue list.

November 2019 2021.1-beta03 Beta 03 initial public release of Intel® oneAPI AI Toolkit

Where to Find the Release

Please check the release page for more information on how to acquire the package.

Compatibility Notes

  • Intel® Optimization for TensorFlow* is compatible with version 2.1

  • PyTorch* is compatible with version 1.5

  • Intel® Distribution for Python* is compatible with cpython version 3.7

System Requirements

Please see system requirements.

How to Start Using the Tools

Please reference the usage guides for each of the included tools:

New in This Release

New Features

Added Model Zoo for Intel® Architecture 1.6.0

Added Quantization tools 1.0.0

Added Python Data Parallel Processing Library (PyDPPL)

Added Intel® Distribution of Modin, released through the Andaconda channel.

Legal Information

No license (express or implied, by estoppel or otherwise) to any intellectual property rights is granted by this document.

Intel disclaims all express and implied warranties, including without limitation, the implied warranties of merchantability, fitness for a particular purpose, and non-infringement, as well as any warranty arising from course of performance, course of dealing, or usage in trade.

This document contains information on products, services and/or processes in development. All information provided here is subject to change without notice. Contact your Intel representative to obtain the latest forecast, schedule, specifications and roadmaps.

The products and services described may contain defects or errors which may cause deviations from published specifications. Current characterized errata are available on request.

Intel, the Intel logo, {List of Intel Names in the document this list should be a subset of the list in the Trademarks page} are trademarks of Intel Corporation in the U.S. and/or other countries.

*Other names and brands may be claimed as the property of others.

Microsoft, Windows, and the Windows logo are trademarks, or registered trademarks of Microsoft Corporation in the United States and/or other countries.

Java is a registered trademark of Oracle and/or its affiliates.

The Bluetooth® word mark and logos are registered trademarks owned by the Bluetooth SIG, Inc. and any use of such marks by Intel Corporation is under license.

Intel Corporation uses the Palm OS* Ready mark under license from Palm, Inc.

OpenCL and the OpenCL logo are trademarks of Apple Inc. used by permission by Khronos.

Radeon and the Radeon RX Vega logo are trademarks of Advanced Micro Devices, Inc.

Copyright Intel Corporation.

This software and the related documents are Intel copyrighted materials, and your use of them is governed by the express license under which they were provided to you (License). Unless the License provides otherwise, you may not use, modify, copy, publish, distribute, disclose or transmit this software or the related documents without Intel's prior written permission.

This software and the related documents are provided as is, with no express or implied warranties, other than those that are expressly stated in the License.



英特尔的编译器针对非英特尔微处理器的优化程度可能与英特尔微处理器相同(或不同)。这些优化包括 SSE2、SSE3 和 SSSE3 指令集和其他优化。对于在非英特尔制造的微处理器上进行的优化,英特尔不对相应的可用性、功能或有效性提供担保。该产品中依赖于微处理器的优化仅适用于英特尔微处理器。某些非特定于英特尔微架构的优化保留用于英特尔微处理器。关于此通知涵盖的特定指令集的更多信息,请参阅适用产品的用户指南和参考指南。

通知版本 #20110804