├── .gitignore ├── Examples └── LeNet │ ├── main.py │ └── model.py ├── Kernels ├── Makefile ├── QuantOp_binary.cc ├── QuantOp_halffp.cc ├── QuantOp_log.cc ├── QuantOp_sparse.cc ├── QuantOp_ternary.cc ├── README.md ├── RoundOp_down.cc ├── RoundOp_nearest.cc ├── RoundOp_stochastic.cc ├── RoundOp_zero.cc └── compile.sh ├── LICENSE ├── Quantize ├── .goutputstream-27Z54Y ├── FixedPoint.py ├── QLayer.py ├── QuantKernelWrapper.py ├── Quantizers.py ├── README.md ├── __init__.py ├── override.py ├── override_functions.py └── utils.py ├── README.md └── __init__.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cc-hpc-itwm/TensorQuant/HEAD/.gitignore -------------------------------------------------------------------------------- /Examples/LeNet/main.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cc-hpc-itwm/TensorQuant/HEAD/Examples/LeNet/main.py -------------------------------------------------------------------------------- /Examples/LeNet/model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cc-hpc-itwm/TensorQuant/HEAD/Examples/LeNet/model.py -------------------------------------------------------------------------------- /Kernels/Makefile: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cc-hpc-itwm/TensorQuant/HEAD/Kernels/Makefile -------------------------------------------------------------------------------- /Kernels/QuantOp_binary.cc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cc-hpc-itwm/TensorQuant/HEAD/Kernels/QuantOp_binary.cc -------------------------------------------------------------------------------- /Kernels/QuantOp_halffp.cc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cc-hpc-itwm/TensorQuant/HEAD/Kernels/QuantOp_halffp.cc -------------------------------------------------------------------------------- /Kernels/QuantOp_log.cc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cc-hpc-itwm/TensorQuant/HEAD/Kernels/QuantOp_log.cc -------------------------------------------------------------------------------- /Kernels/QuantOp_sparse.cc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cc-hpc-itwm/TensorQuant/HEAD/Kernels/QuantOp_sparse.cc -------------------------------------------------------------------------------- /Kernels/QuantOp_ternary.cc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cc-hpc-itwm/TensorQuant/HEAD/Kernels/QuantOp_ternary.cc -------------------------------------------------------------------------------- /Kernels/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cc-hpc-itwm/TensorQuant/HEAD/Kernels/README.md -------------------------------------------------------------------------------- /Kernels/RoundOp_down.cc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cc-hpc-itwm/TensorQuant/HEAD/Kernels/RoundOp_down.cc -------------------------------------------------------------------------------- /Kernels/RoundOp_nearest.cc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cc-hpc-itwm/TensorQuant/HEAD/Kernels/RoundOp_nearest.cc -------------------------------------------------------------------------------- /Kernels/RoundOp_stochastic.cc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cc-hpc-itwm/TensorQuant/HEAD/Kernels/RoundOp_stochastic.cc -------------------------------------------------------------------------------- /Kernels/RoundOp_zero.cc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cc-hpc-itwm/TensorQuant/HEAD/Kernels/RoundOp_zero.cc -------------------------------------------------------------------------------- /Kernels/compile.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cc-hpc-itwm/TensorQuant/HEAD/Kernels/compile.sh -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cc-hpc-itwm/TensorQuant/HEAD/LICENSE -------------------------------------------------------------------------------- /Quantize/.goutputstream-27Z54Y: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /Quantize/FixedPoint.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cc-hpc-itwm/TensorQuant/HEAD/Quantize/FixedPoint.py -------------------------------------------------------------------------------- /Quantize/QLayer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cc-hpc-itwm/TensorQuant/HEAD/Quantize/QLayer.py -------------------------------------------------------------------------------- /Quantize/QuantKernelWrapper.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cc-hpc-itwm/TensorQuant/HEAD/Quantize/QuantKernelWrapper.py -------------------------------------------------------------------------------- /Quantize/Quantizers.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cc-hpc-itwm/TensorQuant/HEAD/Quantize/Quantizers.py -------------------------------------------------------------------------------- /Quantize/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cc-hpc-itwm/TensorQuant/HEAD/Quantize/README.md -------------------------------------------------------------------------------- /Quantize/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cc-hpc-itwm/TensorQuant/HEAD/Quantize/__init__.py -------------------------------------------------------------------------------- /Quantize/override.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cc-hpc-itwm/TensorQuant/HEAD/Quantize/override.py -------------------------------------------------------------------------------- /Quantize/override_functions.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cc-hpc-itwm/TensorQuant/HEAD/Quantize/override_functions.py -------------------------------------------------------------------------------- /Quantize/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cc-hpc-itwm/TensorQuant/HEAD/Quantize/utils.py -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cc-hpc-itwm/TensorQuant/HEAD/README.md -------------------------------------------------------------------------------- /__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cc-hpc-itwm/TensorQuant/HEAD/__init__.py --------------------------------------------------------------------------------