base quantization methods including: QAT, PTQ, per_channel, per_tensor, dorefa, lsq, adaround, omse, Histogram, bias_correction.etc
☆52Nov 2, 2022Updated 3 years ago
Alternatives and similar repositories for Base-quantization
Users that are interested in Base-quantization are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Improving Post Training Neural Quantization: Layer-wise Calibration and Integer Programming☆97Jun 10, 2021Updated 5 years ago
- Post-Training Quantization for Vision transformers.☆242Jul 19, 2022Updated 4 years ago
- Unofficial implementation of LSQ-Net, a neural network quantization framework☆315May 8, 2024Updated 2 years ago
- This example shows how to perform quantization aware training for transfer learned MobileNet-v2 network.☆12Dec 19, 2023Updated 2 years ago
- [CVPR 2023] PD-Quant: Post-Training Quantization Based on Prediction Difference Metric☆61Mar 23, 2023Updated 3 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- ☆36Mar 29, 2023Updated 3 years ago
- The official PyTorch implementation of the ICLR2022 paper, QDrop: Randomly Dropping Quantization for Extremely Low-bit Post-Training Quan…☆131Sep 23, 2025Updated 9 months ago
- [ICCV 2023] RepQ-ViT: Scale Reparameterization for Post-Training Quantization of Vision Transformers☆144Jan 10, 2024Updated 2 years ago
- Model Quantization Benchmark☆873Apr 20, 2025Updated last year
- ☆15Apr 6, 2026Updated 3 months ago
- The official implementation of the AAAI 2024 paper Bi-ViT.☆13Dec 18, 2023Updated 2 years ago
- ☆16Apr 26, 2021Updated 5 years ago
- Nonuniform-to-Uniform Quantization: Towards Accurate Quantization via Generalized Straight-Through Estimation. In CVPR 2022.☆139Apr 28, 2022Updated 4 years ago
- INT-Q Extension of the CMSIS-NN library for ARM Cortex-M target☆18Jan 10, 2020Updated 6 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- [Applied Intelligence 2022] Python code for ACP☆12Sep 5, 2023Updated 2 years ago
- 用于 MobileNetV3 在 自定义数据集上的量化,模型压缩90%而精度几乎不受影响,论文:HAQ: Hardware-Aware Automated Quantization with Mixed Precision☆20Jul 10, 2021Updated 5 years ago
- [COLM 2025] DFRot: Achieving Outlier-Free and Massive Activation-Free for Rotated LLMs with Refined Rotation; 知乎:https://zhuanlan.zhihu.c…☆30Mar 5, 2025Updated last year
- yolov5-acceleration-fpga☆11Jun 25, 2025Updated last year
- 这是 一个使用opencv读取视频并使用socket进行传输视频画面的脚本文件,相较于调用ffmpeg传输节约了90%的数据量☆11May 14, 2024Updated 2 years ago
- A simple network quantization demo using pytorch from scratch.☆543Jun 18, 2023Updated 3 years ago
- Markdown <=> IPython Notebook☆18Aug 3, 2022Updated 3 years ago
- 模型量化工程 Base pretrained models and datasets in pytorch (MNIST, SVHN, CIFAR10, CIFAR100, STL10, AlexNet, VGG16, VGG19, ResNet, Inception,…☆12Aug 3, 2018Updated 7 years ago
- 2020 xilinx summer school☆20Aug 13, 2020Updated 5 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ppstructure deploy by ncnn☆36Jul 16, 2024Updated 2 years ago
- Reproducing Quantization paper PACT☆66Jul 8, 2022Updated 4 years ago
- Improving Post Training Neural Quantization: Layer-wise Calibration and Integer Programming☆36Jun 29, 2023Updated 3 years ago
- ☆38Sep 3, 2023Updated 2 years ago
- A fast CPU-first video/audio transcriber for generating caption files with Whisper and CTranslate2, hosted on Hugging Face Spaces.☆11Updated this week
- ☆28Nov 5, 2021Updated 4 years ago
- [CVPRW & CLIC 2022 - Perceptual Metrics] Image Quality Assessment with Transformers and Multi-Metric Fusion Modules☆13Apr 27, 2023Updated 3 years ago
- Code implementation of GPTAQ (https://arxiv.org/abs/2504.02692)☆92Jul 28, 2025Updated 11 months ago
- EQ-Net [ICCV 2023]☆32Aug 15, 2023Updated 2 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- ☆13Jul 20, 2023Updated 3 years ago
- ☆42Mar 28, 2024Updated 2 years ago
- ☆18Dec 7, 2023Updated 2 years ago
- ☆14Mar 24, 2022Updated 4 years ago
- 飞桨迁移学习算法库☆19Feb 20, 2023Updated 3 years ago
- The PyTorch implementation of Learned Step size Quantization (LSQ) in ICLR2020 (unofficial)☆139Nov 19, 2020Updated 5 years ago
- 基于Python+Flask+MySQL的数据微中台,支持数据库管理、数据收集(某乎爬虫等)等功能☆10Sep 4, 2020Updated 5 years ago