├── .gitignore ├── README.md ├── setup.py ├── setup_utils.py ├── torch_patch.py └── torchlsq ├── __init__.py ├── csrc ├── macros.h ├── ops │ ├── autograd │ │ └── lsq_autograd.cpp │ ├── cpu │ │ └── lsq_cpu.cpp │ ├── cuda │ │ └── lsq_cuda.cu │ ├── global_scope.h │ ├── kernels │ │ └── lsq_kernel.h │ ├── lsq.cpp │ ├── lsq.h │ └── ops.h ├── torchlsq.cpp └── torchlsq.h ├── extension.py ├── functional.py └── quantized ├── __init__.py └── modules ├── __init__.py └── observers.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DeadAt0m/LSQFakeQuantize-PyTorch/HEAD/.gitignore -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DeadAt0m/LSQFakeQuantize-PyTorch/HEAD/README.md -------------------------------------------------------------------------------- /setup.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DeadAt0m/LSQFakeQuantize-PyTorch/HEAD/setup.py -------------------------------------------------------------------------------- /setup_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DeadAt0m/LSQFakeQuantize-PyTorch/HEAD/setup_utils.py -------------------------------------------------------------------------------- /torch_patch.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DeadAt0m/LSQFakeQuantize-PyTorch/HEAD/torch_patch.py -------------------------------------------------------------------------------- /torchlsq/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DeadAt0m/LSQFakeQuantize-PyTorch/HEAD/torchlsq/__init__.py -------------------------------------------------------------------------------- /torchlsq/csrc/macros.h: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DeadAt0m/LSQFakeQuantize-PyTorch/HEAD/torchlsq/csrc/macros.h -------------------------------------------------------------------------------- /torchlsq/csrc/ops/autograd/lsq_autograd.cpp: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DeadAt0m/LSQFakeQuantize-PyTorch/HEAD/torchlsq/csrc/ops/autograd/lsq_autograd.cpp -------------------------------------------------------------------------------- /torchlsq/csrc/ops/cpu/lsq_cpu.cpp: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DeadAt0m/LSQFakeQuantize-PyTorch/HEAD/torchlsq/csrc/ops/cpu/lsq_cpu.cpp -------------------------------------------------------------------------------- /torchlsq/csrc/ops/cuda/lsq_cuda.cu: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DeadAt0m/LSQFakeQuantize-PyTorch/HEAD/torchlsq/csrc/ops/cuda/lsq_cuda.cu -------------------------------------------------------------------------------- /torchlsq/csrc/ops/global_scope.h: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DeadAt0m/LSQFakeQuantize-PyTorch/HEAD/torchlsq/csrc/ops/global_scope.h -------------------------------------------------------------------------------- /torchlsq/csrc/ops/kernels/lsq_kernel.h: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DeadAt0m/LSQFakeQuantize-PyTorch/HEAD/torchlsq/csrc/ops/kernels/lsq_kernel.h -------------------------------------------------------------------------------- /torchlsq/csrc/ops/lsq.cpp: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DeadAt0m/LSQFakeQuantize-PyTorch/HEAD/torchlsq/csrc/ops/lsq.cpp -------------------------------------------------------------------------------- /torchlsq/csrc/ops/lsq.h: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DeadAt0m/LSQFakeQuantize-PyTorch/HEAD/torchlsq/csrc/ops/lsq.h -------------------------------------------------------------------------------- /torchlsq/csrc/ops/ops.h: -------------------------------------------------------------------------------- 1 | #pragma once 2 | 3 | #include "lsq.h" 4 | -------------------------------------------------------------------------------- /torchlsq/csrc/torchlsq.cpp: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DeadAt0m/LSQFakeQuantize-PyTorch/HEAD/torchlsq/csrc/torchlsq.cpp -------------------------------------------------------------------------------- /torchlsq/csrc/torchlsq.h: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DeadAt0m/LSQFakeQuantize-PyTorch/HEAD/torchlsq/csrc/torchlsq.h -------------------------------------------------------------------------------- /torchlsq/extension.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DeadAt0m/LSQFakeQuantize-PyTorch/HEAD/torchlsq/extension.py -------------------------------------------------------------------------------- /torchlsq/functional.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DeadAt0m/LSQFakeQuantize-PyTorch/HEAD/torchlsq/functional.py -------------------------------------------------------------------------------- /torchlsq/quantized/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DeadAt0m/LSQFakeQuantize-PyTorch/HEAD/torchlsq/quantized/__init__.py -------------------------------------------------------------------------------- /torchlsq/quantized/modules/__init__.py: -------------------------------------------------------------------------------- 1 | from .observers import LSQFakeQuantizer 2 | -------------------------------------------------------------------------------- /torchlsq/quantized/modules/observers.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DeadAt0m/LSQFakeQuantize-PyTorch/HEAD/torchlsq/quantized/modules/observers.py --------------------------------------------------------------------------------