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Version 1.7.0 Release

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@YukioOobuchi YukioOobuchi released this 07 Apr 06:17
· 770 commits to master since this release
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Install the latest nnabla by:

pip install nnabla
pip install nnabla-ext-cuda101 # For CUDA version 10.1 users

Note that CUDA 10.1 and cuDNN 7.6 are set as default if versions are not specified. You can also install the cuda extension with specific versions from one of the following. See also FAQ

  • nnabla-ext-cuda90 (CUDA 9.0 x cuDNN 7.6)
  • nnabla-ext-cuda100 (CUDA 10.0 x cuDNN 7.6)
  • nnabla-ext-cuda101 (CUDA 10.1 x cuDNN 7.6)
pip install nnabla
pip install nnabla_ext_cuda101  # For CUDA 10.1 x cuDNN 7.6 users

Additional setup may be required depending on your OS or environment. Please check Python Package Installation Guide for details.

Install Guide
To use C++ inference feature, follow the demonstration on MNIST inference in C++.

Demonstration
For distributed training, you need to build a binary from source. See the guide for building multi-GPU training package.

Build Guide
The "nnabla-ext-cuda" package is temporarily unavailable. Use of this package is not recommended. Please install nnabla-ext-cuda101, nnabla-ext-cuda100, nnabla-ext-cuda90 instead.
The following nnabla CUDA extension packages have been deprecated and the PyPi repository has been closed.

  • nnabla-ext-cuda91
  • nnabla-ext-cuda92

The following "nnabla-ext-cuda" docker images have been deprecated.

  • py37-cuda92
  • py36-cuda92
  • py27-cuda92
  • py37-cuda92-v1.0.xx
  • py36-cuda92-v1.0.xx
  • py27-cuda92-v1.0.xx

We've decided to change nnabla's versioning policy to semantic versioning.
This change has been applied from version 1.1.0.

Python 2 is no longer be supported from v1.5.0.
CUDA8.0 is no longer be supported from v1.6.0.