deepglint / EasyQuant
EasyQuant(EQ) is an efficient and simple post-training quantization method via effectively optimizing the scales of weights and activations.
☆393Updated last year
Related projects ⓘ
Alternatives and complementary repositories for EasyQuant
- A nnie quantization aware training tool on pytorch.☆238Updated 3 years ago
- Generate a quantization parameter file for ncnn framework int8 inference☆521Updated 4 years ago
- PyTorch implementation of Data Free Quantization Through Weight Equalization and Bias Correction.☆258Updated last year
- Everything in Torch Fx☆341Updated 5 months ago
- Model Quantization Benchmark☆765Updated 5 months ago
- Offline Quantization Tools for Deploy.☆116Updated 10 months ago
- pytorch to caffe by onnx☆369Updated 4 years ago
- benchmark for embededded-ai deep learning inference engines, such as NCNN / TNN / MNN / TensorFlow Lite etc.☆203Updated 3 years ago
- A simple network quantization demo using pytorch from scratch.☆511Updated last year
- ONNX2Pytorch☆159Updated 3 years ago
- caffe model convert to onnx model☆175Updated last year
- Based of paper "Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference"☆61Updated 3 years ago
- model compression based on pytorch (1、quantization: 8/4/2bits(dorefa)、ternary/binary value(twn/bnn/xnor-net);2、 pruning: normal、regular a…☆170Updated 4 years ago
- Simulate quantization and quantization aware training for MXNet-Gluon models.☆46Updated 4 years ago
- Pytorch implementation of BRECQ, ICLR 2021☆253Updated 3 years ago
- ☆78Updated 4 years ago
- (ECCV'2020 Oral)EagleEye: Fast Sub-net Evaluation for Efficient Neural Network Pruning☆305Updated last year
- PyTorch implementation for the APoT quantization (ICLR 2020)☆268Updated 2 years ago
- arm-neon☆88Updated 3 months ago
- [CVPR'20] ZeroQ: A Novel Zero Shot Quantization Framework☆274Updated 11 months ago
- pytorch -> onnx -> caffe, pytorch to caffe, or other deep learning framework to onnx and onnx to caffe.☆158Updated 3 years ago
- 针对pytorch模型的自动化模型结构分析和修改工具集,包含自动分析模型结构的模型压缩算法库☆244Updated last year
- Quantization library for PyTorch. Support low-precision and mixed-precision quantization, with hardware implementation through TVM.☆413Updated last year
- ResRep: Lossless CNN Pruning via Decoupling Remembering and Forgetting (ICCV 2021)☆288Updated last year
- Useful tensorrt plugin. For pytorch and mmdetection model conversion.☆159Updated last month
- ppl.cv is a high-performance image processing library of openPPL supporting various platforms.☆493Updated 3 weeks ago
- Quantization of Convolutional Neural networks.☆238Updated 3 months ago
- Improving Post Training Neural Quantization: Layer-wise Calibration and Integer Programming☆95Updated 3 years ago
- Tengine gemm tutorial, step by step☆11Updated 3 years ago
- [CVPR 2020] APQ: Joint Search for Network Architecture, Pruning and Quantization Policy☆156Updated 4 years ago