Changelogs » Mmdnn

Mmdnn

1610.02357


      

1603.05027

[VGG 19](http://arxiv.org/abs/1409.1556.pdf)        |   √   |   √   |     √      |   √  |   √   |    √
[MobileNet_v1](https://arxiv.org/pdf/1704.04861.pdf)|   ×   |   √   |     √      | × (No Relu6) |    ×

1602.07360


      

1512.00567

[ResNet V1 50](https://arxiv.org/abs/1512.03385)    |   ×   |   √   |     √      |   o  |   √   |    √

0.2.5

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]

0.2.4

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.

0.2.3

![ir](https://user-images.githubusercontent.com/42927787/53691143-fbd4a180-3db2-11e9-817e-041af6f4e1be.png)

0.2.2

![ir](https://user-images.githubusercontent.com/42927787/53691114-77821e80-3db2-11e9-9b4b-09a8bd94f430.png)

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.

0.2.1

![image](https://user-images.githubusercontent.com/9545003/40484165-405b0fd8-5f8d-11e8-9f09-5e8c91a581a7.png)

0.2.0

![image](https://user-images.githubusercontent.com/9545003/40093161-7c68fd14-58f3-11e8-851e-cc788ed2d12a.png)

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

0.1.4


      

0.1.3

![image](https://user-images.githubusercontent.com/9545003/36651934-90acf55a-1ae6-11e8-9514-3ba0d4f5213f.png)

0.1.2

Support Framework

![supported](https://user-images.githubusercontent.com/9545003/33427074-f7bf94f0-d5fe-11e7-917e-01fbe865ad76.png)

Support Network

Models                                              | Caffe | Keras | Tensorflow | CNTK | MXNet | PyTorch |
:--------------------------------------------------:|:-----:|:-----:|:----------:|:----:|:-----:|:-------:|
[Inception V1](http://arxiv.org/abs/1409.4842v1)    |   √   |   √   |     √      |   √  |   √

0.1.1

Support Framework

![supported](https://user-images.githubusercontent.com/9545003/33427074-f7bf94f0-d5fe-11e7-917e-01fbe865ad76.png)

Support Network

Models                                              | Caffe | Keras | Tensorflow | CNTK | MXNet | PyTorch |
:--------------------------------------------------:|:-----:|:-----:|:----------:|:----:|:-----:|:-------:|
[Inception V1](http://arxiv.org/abs/1409.4842v1)    |   √   |   √   |     √      |   √  |   √