416 Open source projects that are alternatives of or similar to Model Compression And Acceleration Progress

PyTorch*-based Neural Network Compression Framework for enhanced OpenVINO™ inference

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Prunable nn layers for pytorch.

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A research library for pytorch-based neural network pruning, compression, and more.

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zlib replacement with optimizations for "next generation" systems.

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秒级! 三行代码实现iOS视频压缩、变速、混音、合并、GIF水印、旋转、换音、裁剪 ! 支持不同分辩率，支持你能想到的各种混合操作! 扩展性强...更多功能不断增加中... iOS 8.0 + 有需要的功能或错误欢迎issue，笔者会及时更新

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Inno Setup zlib, bzlib and lzma compression source code - see issrc repository for lzma2 compression source code.

Caesium is a cross-platform image compression software aimed at helping photographers, bloggers, webmasters, businesses or casual users at storing, sending and sharing digital pictures. Based on libcaesium.

Pruning and other network surgery for trained TF.Keras models.

🗜 Brotli wasm module for deno

Goofy - Realtime DXT1/ETC1 encoder

Embedded and mobile deep learning research resources

Free Zip / Unzip software and Rar file extractor. Cross-platform file and archive manager. Features volume spanning, compression, authenticated encryption. Supports 7Z, 7-Zip sfx, ACE, ARJ, Brotli, BZ2, CAB, CHM, CPIO, DEB, GZ, ISO, JAR, LHA/LZH, NSIS, OOo, PAQ/LPAQ, PEA, QUAD, RAR, RPM, split, TAR, Z, ZIP, ZIPX, Zstandard.

A system to patch your content files.

[CVPR 2020] GAN Compression: Efficient Architectures for Interactive Conditional GANs

Compress json-data based on its json-schema while still having valid json

Dockerized PHP7 application runs as a Microservice to resize and crop images on the fly. Get optimised images with MozJPEG, WebP or PNG using ImageMagick. Includes face detection, cropping, face blurring, image rotation and many other options. Abstract storage based on FlySystem in order to store images on any provider (local, AWS S3...).

SevenZip library for Scala, easy to use.

A blocking, shuffling and loss-less compression library that can be faster than `memcpy()`.

Compressor for genomic files (FASTQ, SAM/BAM, VCF, FASTA, GVF, 23andMe...), up to 5x better than gzip and faster too

Dandere2x - Fast Waifu2x Video Upscaling.

New generation entropy codecs : Finite State Entropy and Huff0

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lightweight lossless file minifier/optimizer

Cross-platform texture encoding libary for .NET. With support for BC1-3/DXT, BC4-5/RGTC and BC7/BPTC compression. Outputs files in ktx or dds formats.

Main repository with the code for the libraries and daemons

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Code for "Picking Winning Tickets Before Training by Preserving Gradient Flow" https://openreview.net/pdf?id=SkgsACVKPH

High performance (de)compression in an 8kB package

PyTorch and Keras model training and layer saturation monitor

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single header libraries for C/C++

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a high performance, general purpose data compressor written in rust

A curated list of neural network pruning resources.

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Brotli compressor and decompressor written in rust that optionally avoids the stdlib