base quantization methods including: QAT, PTQ, per_channel, per_tensor, dorefa, lsq, adaround, omse, Histogram, bias_correction.etc
☆51Nov 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:
- Post-Training Quantization for Vision transformers.☆242Jul 19, 2022Updated 3 years ago
- [CVPR 2023] PD-Quant: Post-Training Quantization Based on Prediction Difference Metric☆61Mar 23, 2023Updated 3 years ago
- This example shows how to perform quantization aware training for transfer learned MobileNet-v2 network.☆12Dec 19, 2023Updated 2 years ago
- The official PyTorch implementation of the ICLR2022 paper, QDrop: Randomly Dropping Quantization for Extremely Low-bit Post-Training Quan…☆129Sep 23, 2025Updated 6 months ago
- ☆36Mar 29, 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.
- [IJCAI 2022] FQ-ViT: Post-Training Quantization for Fully Quantized Vision Transformer☆359Apr 11, 2023Updated 2 years ago
- [ICCV 2023] RepQ-ViT: Scale Reparameterization for Post-Training Quantization of Vision Transformers☆140Jan 10, 2024Updated 2 years ago
- Model Quantization Benchmark☆863Apr 20, 2025Updated 11 months ago
- The official implementation of the AAAI 2024 paper Bi-ViT.☆13Dec 18, 2023Updated 2 years ago
- Nonuniform-to-Uniform Quantization: Towards Accurate Quantization via Generalized Straight-Through Estimation. In CVPR 2022.☆138Apr 28, 2022Updated 3 years ago
- [Applied Intelligence 2022] Python code for ACP☆12Sep 5, 2023Updated 2 years ago
- yolov5-acceleration-fpga☆10Jun 25, 2025Updated 9 months ago
- PyTorch implements `Inception-v4, Inception-ResNet and the Impact of Residual Connections on Learning` paper.☆14Aug 19, 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
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- A simple network quantization demo using pytorch from scratch.☆542Jun 18, 2023Updated 2 years ago
- 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 last year
- Reproducing Quantization paper PACT☆66Jul 8, 2022Updated 3 years ago
- ppstructure deploy by ncnn☆36Jul 16, 2024Updated last year
- Improving Post Training Neural Quantization: Layer-wise Calibration and Integer Programming☆36Jun 29, 2023Updated 2 years ago
- QAT(quantize aware training) for classification with MQBench☆27Nov 18, 2021Updated 4 years ago
- ☆37Sep 3, 2023Updated 2 years ago
- Pytorch implementation of BRECQ, ICLR 2021☆296Aug 1, 2021Updated 4 years ago
- [CVPRW & CLIC 2022 - Perceptual Metrics] Image Quality Assessment with Transformers and Multi-Metric Fusion Modules☆13Apr 27, 2023Updated 2 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- This repository is an implementation of the paper "Lightweight Image Super-Resolution with Hierarchical and Differentiable Neural Search"…☆22Apr 2, 2022Updated 4 years ago
- ☆17Oct 17, 2025Updated 5 months ago
- Custom YOLOv4 for apple recognition (clean/damaged) on Alveo U280 accelerator card using Vitis AI framework.☆15Nov 1, 2021Updated 4 years ago
- ☆28Nov 5, 2021Updated 4 years ago
- 2020 xilinx summer school☆19Aug 13, 2020Updated 5 years ago
- [ECCV 2024] CLAMP-ViT: Contrastive Data-Free Learning for Adaptive Post-Training Quantization of ViTs☆18Jul 2, 2024Updated last year
- ☆13Jul 20, 2023Updated 2 years ago
- EQ-Net [ICCV 2023]☆31Aug 15, 2023Updated 2 years ago
- The PyTorch implementation of Learned Step size Quantization (LSQ) in ICLR2020 (unofficial)☆138Nov 19, 2020Updated 5 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Go Board FPGA Project for Ambient Light Sensor in VHDL and Verilog☆10Apr 20, 2019Updated 6 years ago
- Code implementation of GPTAQ (https://arxiv.org/abs/2504.02692)☆88Jul 28, 2025Updated 8 months ago
- ☆18Dec 7, 2023Updated 2 years ago
- AMD-DBSCAN, multi-density, DSAA2022☆14Oct 14, 2022Updated 3 years ago
- Quantization (QAT) Demo on CIFAR10☆17Jan 29, 2024Updated 2 years ago
- 相机、毫米波雷达标定工具:数据提取+标定+标定验证☆19Jun 1, 2021Updated 4 years ago
- A Python package for converting numbers expressed in natural language to numerical values.☆13Nov 25, 2023Updated 2 years ago