OpenVINO™ is an open-source toolkit for optimizing and deploying AI inference
APACHE-2.0 License
Bot releases are hidden (Show)
Published by artanokhov almost 2 years ago
This is a Long-Term Support (LTS) release. LTS releases are released every year and supported for 2 years (1 year of bug fixes, and 2 years for security patches). Read Intel® Distribution of OpenVINO™ toolkit Long-Term Support (LTS) Policy v.2 to get details.
You can find OpenVINO™ toolkit 2022.3 release here:
pip install openvino==2022.3.0
pip install openvino-dev==2022.3.0
Release documentation is available here: https://docs.openvino.ai/2022.3/
Release Notes are available here: https://www.intel.com/content/www/us/en/developer/articles/release-notes/openvino-2022-3-lts-relnotes.html
Published by artanokhov almost 2 years ago
NOTE: This version is pre-release software and has not undergone full release validation or qualification. No support is offered on pre-release software and APIs/behavior are subject to change. It should NOT be incorporated into any production software/solution and instead should be used only for early testing and integration while awaiting a final release version of this software.
OpenVINO™ toolkit pre-release definition:
You can find OpenVINO™ toolkit 2022.3.0.dev20221125 pre-release version here:
pip install --pre openvino
or pip install openvino==2022.3.0.dev20221125
pip install --pre openvino-dev
or pip install openvino-dev==2022.3.0.dev20221125
Release documentation is available here: https://docs.openvino.ai/nightly/
Published by artanokhov almost 2 years ago
NOTE: This version is pre-release software and has not undergone full release validation or qualification. No support is offered on pre-release software and APIs/behavior are subject to change. It should NOT be incorporated into any production software/solution and instead should be used only for early testing and integration while awaiting a final release version of this software.
OpenVINO™ toolkit pre-release definition:
You can find OpenVINO™ toolkit 2022.3.0.dev20221103 pre-release version here:
pip install --pre openvino
or pip install openvino==2022.3.0.dev20221103
pip install --pre openvino-dev
or pip install openvino-dev==2022.3.0.dev20221103
Release documentation is available here: https://docs.openvino.ai/nightly/
* - sha256 sums for archives
82b275a2a72daf41b6cbdfdcf9c853bf9fe6507e623b39713e38394dfca4a8df l_openvino_toolkit_debian9_arm_2022.3.0.dev20221103_armhf.tgz
398078a0fd7c30515e1fbc7120838448c6d300fcf7b3f6cc976ea08954db8fdf l_openvino_toolkit_rhel8_2022.3.0.dev20221103_x86_64.tgz
c5a1026cc6d211b48d64c15ad24bbac83d14d74c840e0fbcedb168ec06b1d6ee l_openvino_toolkit_ubuntu18_2022.3.0.dev20221103_x86_64.tgz
2ac96d451222fd07789df9f8bbdae7d6c0a10b83607c3d780800c04ee7cb4c91 l_openvino_toolkit_ubuntu20_2022.3.0.dev20221103_x86_64.tgz
16bbb025f5d145b3ebd0c84859a04a1f0f67d2bab21347998cd1d23cf3f2fd8e m_openvino_toolkit_osx_2022.3.0.dev20221103_x86_64.tgz
96bb611a69a89d74848418cdca1afb719b795143e20e9a039f949c8ea147be9b w_openvino_toolkit_windows_2022.3.0.dev20221103_x86_64.zip
Published by artanokhov about 2 years ago
In this standard release, we’ve fine-tuned our largest update (2022.1) in 4 years to include support for Intel’s latest CPUs and discrete GPUs for more AI innovation and opportunity.
Note: This release intended for developers that prefer the very latest features and leading performance. Standard releases will continue to be made available three to four times a year. Long Term Support (LTS) releases are released every year and supported for 2 years (1 year of bug fixes, and 2 years for security patches). Read Intel® Distribution of OpenVINO™ toolkit Long-Term Support (LTS) Policy to get details. For the latest LTS release visit our selector tool.
Broader model and hardware support - Optimize & deploy with ease across an expanded range of deep learning models including NLP, and access AI acceleration across an expanded range of hardware.
Frameworks Integrations – More options that provide minimal code changes to align with your existing frameworks
NOTE: The above frameworks integrations are not included in the install packages. Please visit the respective github links for more information. These products are intended for those who have not yet installed native OpenVINO
More portability and performance - See a performance boost straight away with automatic device discovery, load balancing & dynamic inference parallelism across CPU, GPU, and more.
NOTE: The Intel® FPGA AI Suite is not included in our distribution packages, please request information here to learn more.
You can find OpenVINO™ toolkit 2022.2 release here:
pip install openvino==2022.2.0
pip install openvino-dev==2022.2.0
Release documentation is available here: https://docs.openvino.ai/2022.2/
Release Notes are available here: https://www.intel.com/content/www/us/en/developer/articles/release-notes/openvino-relnotes.html
Published by artanokhov about 2 years ago
NOTE: This version is pre-release software and has not undergone full release validation or qualification. No support is offered on pre-release software and APIs/behavior are subject to change. It should NOT be incorporated into any production software/solution and instead should be used only for early testing and integration while awaiting a final release version of this software.
OpenVINO™ toolkit pre-release definition:
You can find OpenVINO™ toolkit 2022.2.0.dev20220829 pre-release version here:
pip install --pre openvino
or pip install openvino==2022.2.0.dev20220829
pip install --pre openvino-dev
or pip install openvino-dev==2022.2.0.dev20220829
Release documentation is available here: https://docs.openvino.ai/nightly/
* - sha256 sums for archives
24c30f2a108fae008956c6eed9f288955b161ba882202a119860fd42fa6f8e8d l_openvino_toolkit_rhel8_2022.2.0.dev20220829.tgz
e4886c6a61d38449fb976e8ba6eb30f1d3b7d7b06e1952a6c74f14f340062b1c l_openvino_toolkit_ubuntu18_2022.2.0.dev20220829.tgz
42d11fff6eaa0b339cb21fe7acf568b7180cde3a33bdafaf56dbd5c4b51173bf l_openvino_toolkit_ubuntu20_2022.2.0.dev20220829.tgz
a4cca48b44a98bbeebc9dea3049d322b3e965c3d799c872ce4342a0ba11a7d1c m_openvino_toolkit_osx_2022.2.0.dev20220829.tgz
ae5a67d35d6b970058dad739c234458e35415073dec94d7b70c13a56dc1e87a6 w_openvino_toolkit_windows_2022.2.0.dev20220829.zip
Published by ilya-lavrenov about 2 years ago
This release provides functional bug fixes and capability updates from the previous release 2022.1 that enable developers
Note: This is a standard release intended for developers that prefer the very latest version of OpenVINO. Standard releases will continue to be made available three to four times a year. Long Term Support (LTS) releases are also available. A new LTS version is released every year and is supported for 2 years (1 year of bug fixes, and 2 years for security patches). Visit Intel® Distribution of OpenVINO™ toolkit Long-Term Support (LTS) Policy to get details on the latest LTS releases.
Component updates:
ov::force_tbb_terminate
option to ov::Core
ov::shutdown
once they finish to work with OpenVINO library to free all the resources.You can find the OpenVINO™ 2022.1.1 release here:
Limitations of this release:
Published by asuhov over 2 years ago
This release is the biggest upgrade in 3.5 years! Read the release notes below for a summary of changes.
2022.1 release provides functional bug fixes, and capability changes for the previous 2021.4.2 LTS release. This new release empowers developers with new performance enhancements, more deep learning models, more device portability, and higher inferencing performance with fewer code changes.
Note: This is a standard release intended for developers that prefer the very latest features and leading performance. Standard releases will continue to be made available three to four times a year. Long Term Support (LTS) releases are also available. A new LTS version is released every year and is supported for 2 years (1 year of bug fixes, and 2 years for security patches). ead Intel® Distribution of OpenVINO™ toolkit Long-Term Support (LTS) Policy to get details. Latest LTS releases: 2020.x LTS and 2021.x LTS.
Updated, cleaner API:
New OpenVINO API 2.0 was introduced. The API aligns OpenVINO inputs/outputs with frameworks. Input and output tensors use native framework layouts and element types. Old Inference Engine and nGraph APIs are available but will be deprecated in a future release down the road.
inference_engine, inference_engine_transformations, inferencengine_lp_transformations and ngraph libraries were merged to common openvino library. Other libraries were renamed. Please, use common ov:: namespace inside all OpenVINO components. See how to implement Inference Pipeline using OpenVINO API v2.0 for details.
Model Optimizer’s API parameters have been reduced to minimize complexity. Performance has been significantly improved for model conversion on ONNX models.
It’s highly recommended to migrate to API 2.0 because it already has additional features and this list will be extended later. The following list of additional features is supported by API 2.0:
Working with dynamic shapes. The feature is quite useful for best performance for Neural Language Processing (NLP) models, super-resolution models, and other which accepts dynamic input shapes. Note: Models compiled with dynamic shapes may show reduced performance and consume more memory than models configured with a static shape on the same input tensor size. Setting upper bounds to reshape the model for dynamic shapes or splitting the input into several parts is recommended.
Preprocessing of the model to add preprocessing operations to the inference models and fully occupy the accelerator and free CPU resources.
Read the Transition Guide for migrating to the new API 2.0.
Portability and Performance:
New AUTO plugin self-discovers available system inferencing capacity based on model requirements, so applications no longer need to know its compute environment in advance.
The OpenVINO™ performance hints are the new way to configure the performance with portability in mind. The hints “reverse” the direction of the configuration in the right fashion: rather than map the application needs to the low-level performance settings, and keep an associated application logic to configure each possible device separately, the idea is to express a target scenario with a single config key and let the device to configure itself in response. As the hints are supported by every OpenVINO™ device, this is a completely portable and future-proof solution.
Automatic batching functionality via code hints automatically scale batch size based on XPU and available memory.
Broader Model Support:
New Models with focus on NLP and a new category, Anomaly detection, and support for conversion and inference of select PaddlePaddle models:
Pre-trained Models: Anomaly segmentation focus on industrial inspection making Speech denoising trainable plus updates on speech recognition and speech synthesis
Combined Demo: Noise reduction + speech recognition + question answering + translation+ text to speech
Public Models: Focus on NLP ContextNet, Speech-Transformer, HiFi-GAN, Glow-TTS, FastSpeech2, and Wav2Vec
Built with 12th Gen Intel® Core™ 'Alder Lake' in mind. Supports the hybrid architecture to deliver enhancements for high-performance inferencing on CPU & integrated GPU
You can find OpenVINO™ toolkit 2022.1 release here:
pip install openvino==2022.1.0
pip install openvino-dev==2022.1.0
Release documentation is available here: https://docs.openvino.ai/2022.1/
Release Notes are available here: https://www.intel.com/content/www/us/en/developer/articles/release-notes/openvino-relnotes.html
Published by esaltyko over 2 years ago
OpenVINO™ toolkit pre-release definition:
You can find OpenVINO™ toolkit 2022.1.0.dev20220316 pre-release version here:
pip install --pre openvino
or pip install openvino==2022.1.0.dev20220316
pip install --pre openvino-dev
or pip install openvino-dev==2022.1.0.dev20220316
Release documentation is available here: https://docs.openvino.ai/nightly/
* - sha256 sums for archives
b54c5bcfaa078a54bc9b73f4605706167b57bdde183819e7752bf24f86463759 w_openvino_toolkit_windows_dev_2022.1.0_dev20220316.zip
0db5073c0c0e2d8df1fcd7a13ba142b28f020377b00407f5a6b00b4ad4c919e4 m_openvino_toolkit_osx_dev_2022.1.0_dev20220316.tgz
ea73acdfdcdeb88965fc9163a6da5a2ef287744073850ad9dbc2016116435913 l_openvino_toolkit_ubuntu20_dev_2022.1.0_dev20220316.tgz
e00a2d0359a784caacbc321cea5ab23f15ad6cf583dd359390cb1f4eb4e46515 l_openvino_toolkit_ubuntu18_dev_2022.1.0_dev20220316.tgz
d3ff2c050fa33df093547dad7124e39428772b05ac4d76c0686a7511580e056e l_openvino_toolkit_rhel8_dev_2022.1.0_dev20220316.tgz
cb5be734f7cf2ea9a48ead91313f19edc513be982a5a90bf967d334ac5700d2b openvino_opencv_windows.tgz
3c2d9defba4db131c4d023bf2df171a5de5a335147d53db6c4c1805ea5da8466 openvino_opencv_ubuntu20.tgz
b7cb06a207cbf513173125a223d6fd1ade2da52dc6a86fafc9d8c76467447a34 openvino_opencv_ubuntu18.tgz
8cfc8d9e39b2e9b91d4b6faa1bbe561d21a9524b748faf1bd0c9285093fb8363 openvino_opencv_osx.tgz
NOTE: This version is pre-release software and has not undergone full release validation or qualification. No support is offered on pre-release software and APIs/behavior are subject to change. It should NOT be incorporated into any production software/solution and instead should be used only for early testing and integration while awaiting a final release version of this software.
Published by moslex over 2 years ago
OpenVINO™ toolkit pre-release definition:
You can find OpenVINO™ toolkit 2022.1.0.dev20220302 pre-release version here:
pip install --pre openvino
or pip install openvino==2022.1.0.dev20220302
pip install --pre openvino-dev
or pip install openvino-dev==2022.1.0.dev20220302
Release documentation is available here: https://docs.openvino.ai/nightly/
* - sha256 sums for archives
78f42300b84b66db551bf650a122f7f793d4c1bdf57fa6ac7e7a2ef1eb19a897 openvino_windows_dev_2022.1.0-6935-7cd3c8e86e9.zip
4c070ea22816d852a9335249a27562b2d85bf54fd8358a674d6f895c022136bc openvino_ubuntu20_dev_2022.1.0-6935-7cd3c8e86e9.tgz
43ecc39cc3bff027e758ca8951e26efe976d90669e01d22f65f059537793b1ca openvino_ubuntu18_dev_2022.1.0-6935-7cd3c8e86e9.tgz
7f750e07c7a5e5e6ab7d1fd1aa113b059a39793e094da8aa5a984c29f7060dc7 openvino_rhel8_dev_2022.1.0-6935-7cd3c8e86e9.tgz
f0d16b7c7d7e3c41715903a3515138ad5ed9b15d998bcccc23ce7124d668b6e4 openvino_osx_dev_2022.1.0-6935-7cd3c8e86e9.tgz
ba26dfa5d81eb31c42ec8b8a55ba5e7c6dc225ef05aef8c3dd82a814138fa4bd openvino_opencv_windows.tgz
29c5ff6e9a3a840642aee76308cff37df48fcafa197fe5acd8bd6cfa11197e7f openvino_opencv_ubuntu20.tgz
4b0d4aecf9cf0957380bd84a907e033294835d176933b164c47bc95f8862b0b3 openvino_opencv_ubuntu18.tgz
4d9337347f30eb5e865ec5059485c766bfc8bdfcc5329bedd0959fb106efdbe1 openvino_opencv_osx.tgz
NOTE: This version is pre-release software and has not undergone full release validation or qualification. No support is offered on pre-release software and APIs/behavior are subject to change. It should NOT be incorporated into any production software/solution and instead should be used only for early testing and integration while awaiting a final release version of this software.
Published by moslex over 2 years ago
OpenVINO™ toolkit pre-release definition:
You can find OpenVINO™ toolkit 2022.1.0.dev20220215 pre-release version here:
pip install --pre openvino
or pip install openvino==2022.1.0.dev20220215
pip install --pre openvino-dev
or pip install openvino-dev==2022.1.0.dev20220215
* - sha256 sums for archives
76d21c7f1a6abcf3c3e6b3bfaab7e1dbe11d45de035bf906188ef926221d15c4 l_openvino_toolkit_rhel8_dev_2022.1.0.dev20220215.tgz
6bc9bf7b3a417798d6649b68b8054fcf70be7ddf39f3cf27301dbdedd2f38c1d w_openvino_toolkit_windows_dev_2022.1.0.dev20220215.zip
47eaaeb8e73329f5d245df21493a4ac04a27287c6124348fc395f61f7dea9d93 m_openvino_toolkit_osx_dev_2022.1.0.dev20220215.tgz
8e66c9f7edc1d619c702a08f448fd4773667478dfabed3d34b43f3d94b1c1722 l_openvino_toolkit_ubuntu20_dev_2022.1.0.dev20220215.tgz
a45e1d387a04b306ebb115f3f1480091f62bebb7fb75d70f9baf3af03f659d03 l_openvino_toolkit_ubuntu18_dev_2022.1.0.dev20220215.tgz
d0c9051e1ac7db174cfd357f79129a1c8ec7879140532a7ac7267cfdf5227d13 openvino_opencv_windows.tgz
dac828f564221f4b0f785168556c6e61b5a9210143ad86fbe01b8172d5db862a openvino_opencv_osx.tgz
587b27a429583510f6d74633eaf358dea2d4d6e963ff8e2c22a6aad8a946ddbc openvino_opencv_ubuntu20.tgz
169efcdc21317177e5d8d747c4cbbd50f92ef7fce93999d7207b8e48918d2b81 openvino_opencv_ubuntu18.tgz
NOTE: This version is pre-release software and has not undergone full release validation or qualification. No support is offered on pre-release software and APIs/behavior are subject to change. It should NOT be incorporated into any production software/solution and instead should be used only for early testing and integration while awaiting a final release version of this software.
Published by moslex over 2 years ago
OpenVINO™ toolkit pre-release definition:
You can find OpenVINO™ toolkit 2022.1.0.dev20220131 pre-release version here:
pip install --pre openvino
or pip install openvino==2022.1.0.dev20220131
pip install --pre openvino-dev
or pip install openvino-dev==2022.1.0.dev20220131
* - sha256 sums for archives
569762a88bb914236f772a0d545520f4b8704e73594097ab2d5ae724e81a1673 l_openvino_toolkit_dev_rhel8_p_2022.1.0.dev20220131.tgz
c9b3c5471af91d2e8ddaade78b96f90ee38f89ddf224f4601e45d170854a4f7e l_openvino_toolkit_dev_ubuntu18_p_2022.1.0.dev20220131.tgz
15802037618d784ac9d0646be6d4c3be1d2538819cdf7d992b04ce62e0458bcd l_openvino_toolkit_dev_ubuntu20_p_2022.1.0.dev20220131.tgz
6b10269e60c208f81d1dfafd01756762fe95b1ebd3c0e35b6ed028b9d6a0ae0a m_openvino_toolkit_dev_p_2022.1.0.dev20220131.tgz
0bc02727d952f3ac47e4528da4b87dba22cbc070775cf055b3485fd870ae18da w_openvino_toolkit_dev_p_2022.1.0.dev20220131.zip
fe2cd7aba2046c8eed25150cdc10cffce807f0e4231f7774f97e8488a57c2300 opencv_osx.tgz
3b0eaab3209a1e91085b71d5ce12a51747c07f63ec2a6cf471bb9f8e016eab99 opencv_ubuntu18_rhel8.tgz
1d73d11d7d651c8959c012800fa9ae4a6f9f2b550622030fe41b05892a2327cc opencv_ubuntu20.tgz
7d04b788d139f1ab198d80e10aac974089bf2a2c734e7cf2c3c70036bded2058 opencv_windows.tgz
NOTE: This version is pre-release software and has not undergone full release validation or qualification. No support is offered on pre-release software and APIs/behavior are subject to change. It should NOT be incorporated into any production software/solution and instead should be used only for early testing and integration while awaiting a final release version of this software.
Published by asuhov almost 3 years ago
This 2021.4.2 LTS release provides functional bug fixes, and minor capability changes for the previous 2021.4.1 Long-Term Support (LTS) release, enabling developers to deploy applications powered by Intel® Distribution of OpenVINO™ toolkit with confidence. To learn more about long-term support and maintenance, go to the Long Term Support Policy.
You can find OpenVINO™ toolkit 2021.4.2 release here:
pip install openvino==2021.4.2
pip install openvino-dev==2021.4.2
Release Notes: https://software.intel.com/content/www/us/en/develop/articles/openvino-2021-4-lts-relnotes.html
Published by asuhov about 3 years ago
This 2021.4.1 LTS release provides functional bug fixes, and minor capability changes for the previous 2021.4 Long-Term Support (LTS) release, enabling developers to deploy applications powered by Intel® Distribution of OpenVINO™ toolkit with confidence. To learn more about long-term support and maintenance, go to the Long Term Support Policy.
You can find OpenVINO™ toolkit 2021.4.1 release here:
pip install openvino==2021.4.1
pip install openvino-dev==2021.4.1
Release Notes: https://software.intel.com/content/www/us/en/develop/articles/openvino-2021-4-lts-relnotes.html
Published by asuhov over 3 years ago
You can find OpenVINO™ toolkit 2021.4 release here:
pip install openvino==2021.4.0
pip install openvino-dev==2021.4.0
Release Notes: https://software.intel.com/content/www/us/en/develop/articles/openvino-2021-4-lts-relnotes.html
Published by asuhov over 3 years ago
This release provides bug fixes for the previous 2020.3 Long-Term Support (LTS) release, a new release type that provides longer-term maintenance and support with a focus on stability and compatibility. Read more about the support details: Long Term Support Release
You can find OpenVINO™ toolkit 2020.3.2 release here:
Release notes: https://software.intel.com/content/www/us/en/develop/articles/openvino-2020-3-lts-relnotes.html
Published by asuhov over 3 years ago
You can find OpenVINO™ toolkit 2021.3 release here:
pip install openvino==2021.3.0
pip install openvino-dev==2021.3.0
Release Notes: https://software.intel.com/content/www/us/en/develop/articles/openvino-relnotes.html
Published by asuhov almost 4 years ago
You can find OpenVINO™ toolkit 2021.2 release here:
pip install openvino==2021.2
Release Notes: https://software.intel.com/content/www/us/en/develop/articles/openvino-relnotes.html
Published by asuhov almost 4 years ago
You can find OpenVINO™ toolkit 2020.3.1 release here:
Release notes: https://software.intel.com/content/www/us/en/develop/articles/openvino-2020-3-lts-relnotes.html
Published by asuhov about 4 years ago
You can find OpenVINO™ toolkit 2021.1 release here:
Release Notes: https://software.intel.com/content/www/us/en/develop/articles/openvino-relnotes.html
Published by asuhov over 4 years ago
You can find OpenVINO™ toolkit 2020.4 release here:
Release notes: https://software.intel.com/content/www/us/en/develop/articles/openvino-relnotes.html