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Posted to dev@singa.apache.org by GitBox <gi...@apache.org> on 2020/09/25 14:30:50 UTC

[GitHub] [singa] joddiy commented on issue #784: Preparation for V3.1 release

joddiy commented on issue #784:
URL: https://github.com/apache/singa/issues/784#issuecomment-698963047


   - Add new autograd and ONNX operators: Erf, Embedding, Rounde, Round, Where, SpaceToDepth, DepthToSpace, UpSample, Pad, Expand, CosSim, Floor, Ceil.
   - Add new layers: Embedding, Gemm.
   - Reconstruct `sonnx`:
   	- Support creating operators from both layer and autograd.
   	- Re-write `SingaRep` to provide more powerful intermediate representation of SINGA.
   	- Add a `SONNXModel` which implements from 'Model' to provide uniform API and features.
   - Add new ONNX models: SqueezeNet, ShuffleNetv1, ShuffleNetv2, VGG19, DenseNet121, GPT2, RoBERTa.


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