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Comparison with other libraries · tiny-dnn/tiny-dnn Wiki · GitHub
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Comparison with other libraries
Csaba Kertész edited this page Jan 28, 2017
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| Prerequisites | Modeling | Training | Execution | GPU Support | Installing | Windows Support | Pre-Trained Model | |
|---|---|---|---|---|---|---|---|---|
| tiny-dnn | Nothing(Optional:TBB,OpenMP) | C++ | C++ | C++ | No | Unnecessary | Yes | Yes(via caffe-converter) |
| caffe | BLAS,Boost,protobuf,glog,gflags,hdf5,(Optional:CUDA,OpenCV,lmdb,leveldbetc) | Config File | C++, Python | C++, Python | Yes | Necessary | Yes | Yes |
| Theano | Numpy,Scipy,BLAS,(optional:nose,Sphinx,CUDAetc) | Python Code | Python | Python | Yes | Necessary | Yes | No1 |
| TensorFlow | numpy,six,protobuf,(optional:CUDA,Bazel) | Python Code | Python | Python, C++2 | Yes | Necessary | Yes | No1 |
| Mxnet | BLAS(optional:CUDA) | C++, Python, R, Julia ... | C++, Python, R, Julia ... | C++4, Python, R, Julia ... | Yes | Necessary3 | Yes | Yes(via caffe-converter) |
1 unofficial version is available
2 limited C++ API
3 It is rumoured installation is unnecessary with the Mxnet amalgamation Api
4 both full API and limited api via amalgamation
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