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brocolli's Introduction

brocolli

a pytorch to caffe && tensorrt model converter, it learns from MMdnn && PytorchConverter. MMdnn only provides tools for pytorch to onnx conversion, but our tool provides direct conversion from pytorch to caffe && tensorrt

How to

run local

  • git clone https://github.com/inisis/caffe (only for valiation if u don't need verify your results, skip this)
  • cd caffe && (revise your dependency to caffe 3) && make pycaffe
  • pip3 install torch==0.4.0 torchvision==0.2.0
  • export PYTHONPATH=$PYTHONPATH:/your/path/to/brocolli/
  • put your pytorch model in tests/pytorch_model folder
  • python3 pytorch_model_converter.py
  • python3 ssd_layer.py example.json pytorch_model/best.pth.prototxt new.prototxt
  • python3 caffe_test.py
  • python3 pytorch_test.py

run container

  • docker pull yaphets4desmond/pytorch_converter_stable

Notice

Curently supported layers

  • Conv
  • PRelu
  • MaxPooling
  • Sigmoid
  • BatchNormalization
  • Relu
  • Add
  • AvgPool
  • Flatten
  • FullyConnected
  • Dropout
  • Softmax
  • Upsample
  • Permute
  • Concat

Curently supported network

Contact

brocolli's People

Contributors

deadpoppy avatar inisis avatar

Watchers

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