mixed-precision topic

List mixed-precision repositories

BitPack

49
Stars
11
Forks
Watchers

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

HAWQ

400
Stars
83
Forks
Watchers

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

OpenSeq2Seq

1.5k
Stars
371
Forks
Watchers

Toolkit for efficient experimentation with Speech Recognition, Text2Speech and NLP

Improved-Body-Parts

260
Stars
42
Forks
Watchers

Simple Pose: Rethinking and Improving a Bottom-up Approach for Multi-Person Pose Estimation

haq

354
Stars
84
Forks
Watchers

[CVPR 2019, Oral] HAQ: Hardware-Aware Automated Quantization with Mixed Precision

verificarlo

62
Stars
25
Forks
Watchers

A tool for debugging and assessing floating point precision and reproducibility.

prism

102
Stars
18
Forks
Watchers

High Resolution Style Transfer in PyTorch with Color Control and Mixed Precision :art:

tfbert

59
Stars
11
Forks
Watchers

基于tensorflow1.x的预训练模型调用,支持单机多卡、梯度累积,XLA加速,混合精度。可灵活训练、验证、预测。

CMix-NN

37
Stars
7
Forks
Watchers

CMix-NN: Mixed Low-Precision CNN Library for Memory-Constrained Edge Devices