Alternatives and similar repositories for TinyNeuralNetwork

Users that are interested in TinyNeuralNetwork are comparing it to the libraries listed below

• ModelTC / MQBench
  Model Quantization Benchmark
  ☆840Updated 5 months ago
• ThanatosShinji / onnx-tool
  A parser, editor and profiler tool for ONNX models.
  ☆457Updated 2 months ago
• Jermmy / pytorch-quantization-demo
  A simple network quantization demo using pytorch from scratch.
  ☆537Updated 2 years ago
• OpenPPL / ppq
  PPL Quantization Tool (PPQ) is a powerful offline neural network quantization tool.
  ☆1,752Updated last year
• quic / aimet-model-zoo
  ☆335Updated last year
• pnnx / pnnx
  PyTorch Neural Network eXchange
  ☆626Updated this week
• huawei-noah / bolt
  Bolt is a deep learning library with high performance and heterogeneous flexibility.
  ☆953Updated 5 months ago
• onnx / optimizer
  ONNX Optimizer
  ☆757Updated 2 months ago
• ZhangGe6 / onnx-modifier
  A tool to modify ONNX models in a visualization fashion, based on Netron and Flask.
  ☆1,560Updated 7 months ago
• deepglint / EasyQuant
  EasyQuant(EQ) is an efficient and simple post-training quantization method via effectively optimizing the scales of weights and activatio…
  ☆405Updated 2 years ago
• alibaba / lightweight-neural-architecture-search
  This is a collection of our zero-cost NAS and efficient vision applications.
  ☆434Updated 2 years ago
• Laicheng0830 / Pytorch_Model_Quantization
  OpenPose uses Pytorch for static quantization, saving, and loading of models
  ☆88Updated 4 years ago
• MegEngine / MegCC
  MegCC是一个运行时超轻量，高效，移植简单的深度学习模型编译器
  ☆486Updated 11 months ago
• microsoft / nn-Meter
  A DNN inference latency prediction toolkit for accurately modeling and predicting the latency on diverse edge devices.
  ☆359Updated last year
• tianyic / only_train_once_personal_footprint
  OTOv1-v3, NeurIPS, ICLR, TMLR, DNN Training, Compression, Structured Pruning, Erasing Operators, CNN, Diffusion, LLM
  ☆311Updated last year
• ModelTC / Dipoorlet
  Offline Quantization Tools for Deploy.
  ☆138Updated last year
• THU-MIG / torch-model-compression
  针对pytorch模型的自动化模型结构分析和修改工具集，包含自动分析模型结构的模型压缩算法库
  ☆253Updated 2 years ago
• inisis / brocolli
  Everything in Torch Fx
  ☆344Updated last year
• openvinotoolkit / nncf
  Neural Network Compression Framework for enhanced OpenVINO™ inference
  ☆1,085Updated this week
• megvii-research / Sparsebit
  A model compression and acceleration toolbox based on pytorch.
  ☆332Updated last year
• BBuf / onnx2X
  ONNX2Pytorch
  ☆164Updated 4 years ago
• zchrissirhcz / awesome-ncnn
  😎 A Collection of Awesome NCNN-based Projects
  ☆745Updated 2 years ago
• OpenPPL / ppl.cv
  ppl.cv is a high-performance image processing library of openPPL supporting various platforms.
  ☆511Updated 11 months ago
• Tencent / TPAT
  TensorRT Plugin Autogen Tool
  ☆367Updated 2 years ago
• megvii-research / FQ-ViT
  [IJCAI 2022] FQ-ViT: Post-Training Quantization for Fully Quantized Vision Transformer
  ☆350Updated 2 years ago
• quic / aimet
  AIMET is a library that provides advanced quantization and compression techniques for trained neural network models.
  ☆2,466Updated this week
• Tencent / Forward
  A library for high performance deep learning inference on NVIDIA GPUs.
  ☆557Updated 3 years ago
• NVIDIA / trt-samples-for-hackathon-cn
  Simple samples for TensorRT programming
  ☆1,641Updated 4 months ago
• OpenPPL / ppl.nn
  A primitive library for neural network
  ☆1,360Updated 10 months ago
• mit-han-lab / mcunet
  [NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep L…
  ☆598Updated last year