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TMP Frameworks

TMP Frameworks

Page Owners:  Andrew Goodbody, Tom Gall 

 

Strategic frameworks:

  • Tensorflow

  • PyTorch

  • TVM

Secondary frameworks

  • ArmNN

  • Arm Compute Library (ACL)

  • Eigen

  • OneDNN

  • ONNX / ONNX-RT

  • Tensorflow / Tensorflow Lite 

  • Tosa

  • TVM

Frameworks

Framework

git

gerrit

ci

Release(s)

Snapshots

Framework

git

gerrit

ci

Release(s)

Snapshots

ArmNN

GitHub - ARM-software/armnn: Arm NN ML Software. The code here is a read-only mirror of https://review.mlplatform.org/admin/repos/ml/armnn

https://review.mlplatform.org/q/project:ml/armnn

https://ci.linaro.org/job/armnn-ci-build/

https://github.com/ARM-software/armnn/releases



Arm Compute Library

GitHub - ARM-software/ComputeLibrary: The Compute Library is a set of computer vision and machine learning functions optimised for both Arm CPUs and GPUs using SIMD technologies.

https://review.mlplatform.org/q/project:ml/ComputeLibrary



https://github.com/ARM-software/ComputeLibrary/releases



ONNX-RT

GitHub - onnx/onnx: Open standard for machine learning interoperability

NA



v1.8.0



PyTorch

GitHub - pytorch/pytorch: Tensors and Dynamic neural networks in Python with strong GPU acceleration







 

Tensorflow Lite

https://github.com/tensorflow/tensorflow









Tensorflow

https://github.com/tensorflow/tensorflow



https://ci.linaro.org/view/All/job/ldcg-python-manylinux-tensorflow/

https://ci.linaro.org/view/All/job/ldcg-python-tensorflow-nightly/



Nightly

manylinux2014 2.x

TVM

https://github.com/apache/tvm

NA







2020.11 ArmNN

2020.11 Arm Compute Library

Other Software

https://linaro.atlassian.net/wiki/spaces/AIA/pages/28597715180 is a package manager targeted at super computers.