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A tiny DSL for DNN accelerators.
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lijiansong/Phaeton
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A toy domain specific language for deep learning tensor expressions.
$ git clone git@github.com:lijiansong/Phaeton.git # or git clone https://github.com/lijiansong/Phaeton.git$ cd Phaeton$ mkdir build && cd build$ cmake -DCMAKE_CXX_COMPILER=$(which g++) -DCMAKE_C_COMPILER=$(which gcc) .. && make -j
- taco:https://github.com/tensor-compiler/taco
- lift:https://github.com/lift-project/lift and its successor rise:https://github.com/rise-lang
- mlir:https://github.com/tensorflow/mlir
- halide:https://github.com/halide/Halide
- futhark:https://github.com/diku-dk/futhark
- tc:https://github.com/facebookresearch/TensorComprehensions
- glow:https://github.com/pytorch/glow
- tvm:https://github.com/dmlc/tvm
Note: Partial design concept of Phaeton comes fromclang andmlir.
I only contribute to this project in my part-time, so this repo will be updated irregularly.
If you are interested in becoming a contributor, or you have any questions or suggestions, feel free to open anissue or drop me a message.
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A tiny DSL for DNN accelerators.
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