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Search results for c plus plus quantization

47 search results found

Ctranslate2 ⭐ 2,437

Fast inference engine for Transformer models

Rwkv.cpp ⭐ 956

INT4/INT5/INT8 and FP16 inference on CPU for RWKV language model

Tinyengine ⭐ 614

[NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep Learning; [NeurIPS 2022] MCUNetV3: On-Device Training Under 256KB Memory

Minigpt4.cpp ⭐ 435

Port of MiniGPT4 in C++ (4bit, 5bit, 6bit, 8bit, 16bit CPU inference with GGML)

Tinychatengine ⭐ 407

TinyChatEngine: On-Device LLM Inference Library

(New version is out: https://github.com/hpi-xnor/BMXNet-v2) BMXNet: An Open-Source Binary Neural Network Implementation Based on MXNet

Collada2gltf ⭐ 328

COLLADA to glTF converter

Chaidnn ⭐ 230

HLS based Deep Neural Network Accelerator Library for Xilinx Ultrascale+ MPSoCs

A c++ toolbox of locality-sensitive hashing (LSH), provides several popular LSH algorithms, also support python and matlab.

Deepcompression Caffe ⭐ 228

Caffe for Deep Compression

Tensorflowlite Bin ⭐ 185

Prebuilt binary for TensorFlowLite's standalone installer. For RaspberryPi. A very lightweight installer. I provide a FlexDelegate, MediaPipe Custom OP and XNNPACK enabled binary.

VCV Rack plugins

Nest Compiler ⭐ 112

Nquantcpp ⭐ 99

nQuantCpp includes top 6 color quantization algorithms for visual c++ producing high quality optimized images.

Ctranslate ⭐ 76

Lightweight C++ translator for OpenNMT Torch models (deprecated)

SimpleJPEG: simple jpeg encoder

Fpga Zynqnet ⭐ 56

FPGA-based ZynqNet CNN accelerator developed by Vivado_HLS

int8_t and int16_t matrix multiply based on https://arxiv.org/abs/1705.01991

Asymmetricnumeralsystemstoolkit ⭐ 39

Testing various methods for choosing tANS entropy coding automata

Pq Fast Scan ⭐ 38

Uniquant ⭐ 38

A header-only library which allows (un)quantifying efficiently unorganized indexed unit vector sets in 3D.

Gifflen Android ⭐ 38

Android上合成gif图片.

Fast Colorthief ⭐ 34

Selection of most dominant colors in image using Modified Median Cut Quantization

Compositequantization ⭐ 25

Fixed-Point Library for C++

caffe implementation of single level quantization

Fast Lopq ⭐ 18

Fast C++ implementation of https://github.com/yahoo/lopq: Locally Optimized Product Quantization (LOPQ) model and searcher for approximate nearest neighbor search of high dimensional data.

Supplementary Code for Unsupervised Neural Quantization for Compressed-Domain Similarity Search

Kmeans Quantization + Random Projection based Locality Sensitive Hashing

Dominant Colors 3d Color Space ⭐ 14

Find dominant colors in images with QT and OpenCV, with a nice GUI to show results in 3D color spaces: RGB, HSV, HSL, HWB, CIE XYZ and L*A*B, and the recent OKLAB! Export results to images, .CSV files and palettes for popular software like Photoshop, Paintshop Pro and Corel Draw. Visualize Cube LUTs!

Autoencoder_based_image_compression ⭐ 13

Autoencoder based image compression: can the learning be quantization independent? https://arxiv.org/abs/1802.09371

Tensorflowlite Flexdelegate ⭐ 12

This is a repository for checking the operation of Flex Delegate of Tensorflow.

Similarity Search ⭐ 11

🤣A framework for index based similarity search.

Ncnn Poseestimation ⭐ 11

Realtime Pose Estimation NCNN ONNX

colour palette identification and colour quantization

Pq With Blas ⭐ 10

This project compares the run-time speed of the look-up table pre-computation procedure in several PQ-like methods.

H264 Encoder ⭐ 10

Implementation of a subset of CBP of h.264 encoder

Lsqfakequantize Pytorch ⭐ 10

FakeQuantize with Learned Step Size(LSQ+) as Observer in PyTorch

dimensionality-recursive vector quantization

Shenmuedk ⭐ 7

Shenmue I & II HD Modding SDK for C++

Product Quantilization ⭐ 7

The implementation of the paper " Product quantization for nearest neighbor search"

Point Cloud Compresser ⭐ 7

Unstructured Point Cloud Compresser

Shadron Gif ⭐ 6

GIF animation loading / export extension for Shadron

University Project (Class: Audio Video Coding)

Chipwig V2 ⭐ 5

C++ Implementation of Successive Mean Quantization Transform

Memory-mapped word embeddings storage with quantization support

Second Candidate ⭐ 5

An implementation of the state-of-the-art methods of product quantization based ANN search

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