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v1.1.1 (Meerkat)

21 Jan 17:21
@bethune-bryant bethune-bryant
open-ce-v1.1.1
1c8b5b3
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v1.1.1 (Meerkat)

Open-CE Version 1.1 (Meerkat)

This is bug fix 1 of release 1.1 of Open Cognitive Environment (Open-CE), code named Meerkat.

Bug Fix Changes

Package Versions

A release of Open-CE consists of the build tools within the open-ce repository, as well as a collection of feedstock repositories. The feedstock repositories contain recipes for various python packages. The following packages (among others) are part of this release:

Package Version
Tensorflow 2.4.0
TensorFlow Serving 2.4.0
TensorFlow Estimators 2.4.0
TensorFlow Probability 0.12.1
TensorBoard 2.4.0
TensorFlow Text 2.4.1
TensorFlow Model Optimizations 0.5.0
TensorFlow Addons 0.11.2
TensorFlow Datasets 4.1.0
TensorFlow Hub 0.10.0
TensorFlow MetaData 0.26.0
PyTorch 1.7.1
TorchText 0.8.1
TorchVision 0.8.2
PyTorch Lightning 1.1.0
PyTorch Lightning Bolts 0.2.5
XGBoost 1.3.0
Transformers 3.5.1
Tokenizers 0.9.3
SentencePiece 0.1.91
Spacy 2.3.4
Thinc 7.4.1
DALI 0.28.0
OpenCV 3.4.10
Horovod 0.21.0
LightGBM 3.1.1

This release of Open-CE supports NVIDIA's CUDA version 10.2 and 11.0 as well as Python 3.6, 3.7 and 3.8.

Getting Started

To get started with this release, see the main readme

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v1.1.0 (Meerkat)

12 Jan 18:44
@bethune-bryant bethune-bryant
open-ce-v1.1.0
58f8d00
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v1.1.0 (Meerkat)

Open-CE Version 1.1 (Meerkat)

This is release 1.1 of Open Cognitive Environment (Open-CE), code named Meerkat.

Changes

  • Added support for CUDA 11.0, which is currently supported on RHEL8.
  • Added recipes for the following new packages: LightGBM, TensorFlow Model Optimization, TensorFlow Addons, PyTorch Lightning Bolts, Python Flatbuffers.
  • Added the open-ce tool for running build and validate commands. This replaces the previously existing build_env.py and build_feedstock.py entry points to Open-CE.
  • Added the open-ce test commands to test packages that are built by Open-CE.
  • open-ce build env will now output conda environment files that can be used to create conda environments containing the packages that were just built.
  • The open-ce build image command has been added to create Docker images from the output of open-ce build env.
  • Open-CE build tools can now accept --cuda_versions as an argument to choose a version of CUDA to build with.
  • open-ce build env will now check for circular dependencies between packages.
  • open-ce build env will verify that all packages that are being built can be installed within the same conda environment before starting a build.
  • Added the --skip_build_packages argument to open-ce build env.
  • Jinja can now be used within any Open-CE configuration file.
  • Improved performance when attempting to build packages that already exist.
  • Added the patches key to the Open-CE environment files to allow for patching feedstocks.

Package Versions

A release of Open-CE consists of the build tools within the open-ce repository, as well as a collection of feedstock repositories. The feedstock repositories contain recipes for various python packages. The following packages (among others) are part of this release:

Package Version
Tensorflow 2.4.0
TensorFlow Serving 2.4.0
TensorFlow Estimators 2.4.0
TensorFlow Probability 0.12.1
TensorBoard 2.4.0
TensorFlow Text 2.4.1
TensorFlow Model Optimizations 0.5.0
TensorFlow Addons 0.11.2
TensorFlow Datasets 4.1.0
TensorFlow Hub 0.10.0
TensorFlow MetaData 0.26.0
PyTorch 1.7.1
TorchText 0.8.1
TorchVision 0.8.2
PyTorch Lightning 1.1.0
PyTorch Lightning Bolts 0.2.5
XGBoost 1.3.0
Transformers 3.5.1
Tokenizers 0.9.3
SentencePiece 0.1.91
Spacy 2.3.4
Thinc 7.4.1
DALI 0.28.0
OpenCV 3.4.10
Horovod 0.21.0
LightGBM 3.1.1

This release of Open-CE supports NVIDIA's CUDA version 10.2 and 11.0 as well as Python 3.6, 3.7 and 3.8.

Getting Started

To get started with this release, see the main readme

Assets 2
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v1.0.1 (Marmotini)

04 Nov 20:35
@bethune-bryant bethune-bryant
open-ce-v1.0.1
b6c32ca
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v1.0.1 (Marmotini)

Open-CE Version 1.0 (Marmotini)

This is the first bug fix of the initial release of Open Cognitive Environment (Open-CE), code named Marmotini.

Bug Fix Changes

Package Versions

Package Version
Tensorflow 2.3.1
PyTorch 1.6.0
XGBoost 1.2.0
Transformers 2.10.0
Spacy 2.2.1
DALI 0.25.0
Horovod 0.19.5

Getting Started

To get started with this release, see the main readme

Assets 2
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v1.0.0 (Marmotini)

20 Oct 21:46
@bethune-bryant bethune-bryant
open-ce-v1.0.0
cc29ad3
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v1.0.0 (Marmotini)

Open-CE Version 1.0 (Marmotini)

This is the initial release of Open Cognitive Environment (Open-CE), code named Marmotini.

Open-CE provides a collection of conda recipes for building many popular Deep Learning and Machine Learning python packages. It also provides a set of build tools for creating a conda channel out of an Open-CE Environment file.

Package Versions

A release of Open-CE consists of the build tools within the open-ce repository, as well as a collection of feedstock repositories. The feedstock repositories contain recipes for various python packages. The following packages (among others) are part of this release:

Package Version
Tensorflow 2.3.1
PyTorch 1.6.0
XGBoost 1.2.0
Transformers 2.10.0
Spacy 2.2.1
DALI 0.25.0
Horovod 0.19.5

This release of Open-CE supports NVIDIA's CUDA version 10.2.

Getting Started

To get started with this release, see the main readme

Assets 2
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