MMdnn 0.3.1 Release

Initial support for PyTorch1.5.1 .

MMdnn 0.3.0 Release

Updated dependencies：

• NumPy 1.15.4 =>1.18.2
• Pillow 5.2.0=>6.2.2
• TensorFlow 1.13.1 =>1.15.2
• Keras 2.2.4 =>2.2.5
• MXNet 1.2.0 =>1.6.0
• CNTK 2.6 =>2.7
• SciPy==1.4.1
• Scikit-image==0.16.2

Bug Fixed and Improvement:

• Fix op [LRN]
• Fix tensorflow_parser[Slice], [DepthwiseConv2dNative]
• Fix caffe_emitter[Relu6]
• Add op [Unpool]
• Add keras [Affine]
• Add tensorflow [AddV2], [FusedBatchNormV3]
• Stability improvements.

Tips:

We recommand Python 3.6 since Python 2 has retired. If you experience incompatibility with other Python 3.x versions, please submit an issue.

Update Some Packages

Updated dependencies:

Numpy 1.14.5 => 1.15.4
Tensorflow 1.9.0 => 1.13.1
Keras 2.1.6=>2.2.4
CoreML 0.8=> 2.1.0
Cntk 2.5.1=>2.6
MXNet 1.1.0 post0 => 1.2.0
Onnx 1.2.1=>1.4.1
Onnx-tf =>1.2.1(python3), 1.1.2(python2)

Bug Fixes and Improvements:

• Fix Caffe constant emit
• Add visual studio solution file
• Add pytorch_emit [Prelu]
• Add tf_parser & pytorch_emit [Cast]
• Add keras_parser [Conv1DTranspose], [Conv2DTranspose], [Conv3DTranspose]

Initial support for RNN operators

1. Initial implementation for RNN operators including GRU (Gated Recurrent Unit) cell, LSTM (Long Short-Term Memory) cell (no support for peephole yet) by matching the cell's corresponding pattern and fold them into a fuction or class in target framework.

2. Various fixes and stability improvements.

Support Paddle Parser

Adds Some Ops

1. Support for for ssd and fastrcnn in tensorflow frozen parser.

2. Initial support for resnet-v2 , inception_resnet-v2 and facenet.

3. Add some ops which include Pack, Shape, Scale, StrideSlice, Prelu, Mul, Abs, Sub, Squeeze.

PyTorch Parser implementation

Formal release of CoreML parser and Caffe/Onnx/CoreML emitter. darknet parser initial release.

Formal release of CoreML parser and Caffe/Onnx/CoreML emitter. darknet parser initial release.

One Command to do conversion

0.1.4

refine README for 0.1.4 version.

Cntk parser, CoreML caffe emitter initial state.