Quantization
QARV: Quantization-Aware ResNet VAE for Lossy Image Compression
目录简介创新之处模型结构实验结果 什么是Quantization-Aware量化感知？ 简介 该文章基于VAE提出一种新的有损图像压缩方法，起名叫quantization-aware ResNet VAE (QARV). 这种方法集成了测试时间量化和量化感知训练，没有它就无法进行熵编码？ 除此之外还 ......
[论文速览] Randomized Quantization@ A Generic Augmentation for Data Agnostic Self-supervised Learning
Pre title: Randomized Quantization: A Generic Augmentation for Data Agnostic Self-supervised Learning accepted: ICCV 2023 paper: https://arxiv.org/abs ......
Keras_Quantization
PTQ训练后量化的实现代码; 过程： 权重量化； infer校准数据集统计 示例代码： QAT量化训练的实现代码; 过程（量化后小模型平均精度损失1~2个点） 训练模拟顶点模型（卷积参数为定点数，batch normalization参数为高精度浮点数） combines batch normali ......
PPL Quantization Tool (PPL 量化工具)
openppl-public (github.com) openppl-public/ppl.nn: A primitive library for neural network (github.com) openppl-public/ppq: PPL Quantization Tool (PPQ) ......
ImportError: cannot import name 'QuantStub' from 'torch.ao.quantization' (E:\Eprogramfiles\Anaconda3\lib\site-packages\torch\ao\quantization\__init__.py)
ImportError: cannot import name 'QuantStub' from 'torch.ao.quantization' (E:\Eprogramfiles\Anaconda3\lib\site-packages\torch\ao\quantization\__init__. ......