Haskell binding for Menoh DNN inference library.
Menoh is a MKL-DNN based DNN inference library for ONNX models. See https://github.com/pfnet-research/menoh/ for details.
menoh-haskell
Haskell binding for Menoh DNN inference library.
Requirements
Build
Execute below commands in root directory.
sh retrieve_data.sh
stack build
Running VGG16 example
Execute below command in root directory.
cd menoh
stack exec vgg16_example
Result is below
vgg16 example
fc6_out: -19.079105 -37.94045 -16.185831 25.51685 4.432623 ...
top 5 categories are:
8 0.958079 n01514859 hen
7 0.039541963 n01514668 cock
86 0.0018722217 n01807496 partridge
82 0.00027406064 n01797886 ruffed grouse, partridge, Bonasa umbellus
97 0.00003177848 n01847000 drake
Please give --help option for details
stack exec vgg16_example --help
Installation
stack install
Documents
API reference manual is available on Hackage.
see mnist_example.hs and vgg16_example.hs for example usage.
License
Note: retrieve_data.sh downloads data/VGG16.onnx. data/VGG16.onnx is generated by onnx-chainer from pre-trained model which is uploaded at http://www.robots.ox.ac.uk/%7Evgg/software/very_deep/caffe/VGG_ILSVRC_16_layers.caffemodel
That pre-trained model is released under Creative Commons Attribution License.