Awesome Open Source

Programming Languages

Search results for caffe quantization

16 search results found

Pinto_model_zoo ⭐ 3,121

A repository for storing models that have been inter-converted between various frameworks. Supported frameworks are TensorFlow, PyTorch, ONNX, OpenVINO, TFJS, TFTRT, TensorFlowLite (Float32/16/INT8), EdgeTPU, CoreML.

PPL Quantization Tool (PPQ) is a powerful offline neural network quantization tool.

Caffe Int8 Convert Tools ⭐ 455

Generate a quantization parameter file for ncnn framework int8 inference

Brocolli ⭐ 303

Everything in Torch Fx

Deepcompression Caffe ⭐ 228

Caffe for Deep Compression

Nnef Tools ⭐ 216

The NNEF Tools repository contains tools to generate and consume NNEF documents

Incremental Network Quantization ⭐ 183

Caffe Implementation for Incremental network quantization

Jacinto Ai Devkit ⭐ 74

Training & Quantization of embedded friendly Deep Learning / Machine Learning / Computer Vision models

Stochastic Quantization ⭐ 67

Training Low-bits DNNs with Stochastic Quantization

SDK for TEE AI Stick (includes model training script, inference library, examples)

Cnn Compression Performance ⭐ 24

A python script that automatise the training of a CNN, compress it through tensorflow (or ristretto) plugin, and compares the performance of the two networks

Caffe Quantization ⭐ 21

Added quantization layer into caffe (support a coarse level fixed point simulation)

caffe implementation of single level quantization

Neural Network Model Compressing ⭐ 15

Caffe implementation of Dynamic Network Surgery and Incremental Network Quantization

Optimal Ternary Weights Approximation ⭐ 13

Caffe implementation of Optimal-Ternary-Weights-Approximation in "Two-Step Quantization for Low-bit Neural Networks" (CVPR2018).

Caffe Int8 To Ncnn ⭐ 5

The purpose of this tool(caffe-int8-to-ncnn.py) is to save the caffemodel as an int8 ncnn model and deploy it to ncnn.

Related Searches

Python Caffe (1,228)

C Plus Plus Caffe (1,022)

Python Quantization (352)

Deep Learning Caffe (349)

Tensorflow Caffe (292)

Pytorch Caffe (290)

1-16 of 16 search results

Privacy | About | Terms | Follow Us On Twitter

Copyright 2018-2024 Awesome Open Source. All rights reserved.