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Search results for python quantized neural networks

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14 search results found

Model Optimization ⭐ 1,445

A toolkit to optimize ML models for deployment for Keras and TensorFlow, including quantization and pruning.

An Open-Source Library for Training Binarized Neural Networks

QKeras: a quantization deep learning library for Tensorflow Keras

Caffe Int8 Convert Tools ⭐ 455

Generate a quantization parameter file for ncnn framework int8 inference

Quantization library for PyTorch. Support low-precision and mixed-precision quantization, with hardware implementation through TVM.

Code for "Quantized Densely Connected U-Nets for Efficient Landmark Localization" (ECCV 2018) and "CU-Net: Coupled U-Nets" (BMVC 2018 oral)

[CVPR'20] ZeroQ: A Novel Zero Shot Quantization Framework

Hailo_model_zoo ⭐ 82

The Hailo Model Zoo includes pre-trained models and a full building and evaluation environment

QONNX: Arbitrary-Precision Quantized Neural Networks in ONNX

Pytorch_quantize_impls ⭐ 59

Some recent Quantizing techniques on PyTorch

BitPack is a practical tool to efficiently save ultra-low precision/mixed-precision quantized models.

Quantized Yolov5 ⭐ 21

Low Precision(quantized) Yolov5

Training Mixed Precision Quantized Networks ⭐ 17

This repository containts the pytorch scripts to train mixed-precision networks for microcontroller deployment, based on the memory contraints of the target device.

a CSK serial based train tools， rely on pytorch

This project is the official implementation of our accepted NeurIPS 2023 (spotlight) paper QuantSR: Accurate Low-bit Quantization for Efficient Image Super-Resolution.

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