vector_quantize_pytorch 并不是一个广为人知的、在PyPI(Python Package Index)上广泛分布的官方库。它可能是一个特定的、小众的库,或者是一个项目内部使用的模块。因此,首先我们需要确认这个库是否存在,并且它的来源。 检查是否已正确安装了'vector_quantize_pytorch'库: 由于vector_quantize_pytorch可能不是一个标准...
VectorQuantize是将每一个vector与内部的codebook做计算,然后得出一个quantized vector 下面是一个例子,可以通过debug来看一下内部具体的流程。下面的内容,也是根据debug走读代码分析而来。 importvector_quantize_pytorchasvqimporttorcha=torch.FloatTensor([-0.1,0.5,0.2,0.33,-0.6,0.2]).view(1,3,2)print('a=',...
import torch from vector_quantize_pytorch import ResidualVQ residual_vq = ResidualVQ( dim = 256, codebook_size = 256, num_quantizers = 4, kmeans_init = True, # set to True kmeans_iters = 10 # number of kmeans iterations to calculate the centroids for the codebook on init ) x = to...
Vector (and Scalar) Quantization, in Pytorch. Contribute to haoheliu/vector-quantize-pytorch development by creating an account on GitHub.
vector_quantize_pytorch api文档 _vectors 从这篇文章开始,依次详解各个组件,自然是从容器开始说起。 vector将元素复制到内部的dynamic array中,元素之间总是存在某种顺序,所以vectors是一种有序群集(ordered collection)。vector支持随机存取,因此只要知道位置,你可以在常数时间内存取任何一个元素。vector的迭代器是随机...
vector-quantize-pytorch lucidrains Fetched on 2024/11/28 16:20 lucidrains/vector-quantize-pytorch Vector (and Scalar) Quantization, in Pytorch -View it on GitHub Star 2669 Rank 12771
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vector_quantize_pytorch .gitignore LICENSE README.md setup.py Breadcrumbs vector-quantize-pytorch / images/ Directory actions More options Latest commit Cannot retrieve latest commit at this time. HistoryHistory Folders and files Name Last commit message Last commit date parent directory .. fsq.png...
[project] name = "vector-quantize-pytorch" version = "1.18.4" version = "1.18.5" description = "Vector Quantization - Pytorch" authors = [ { name = "Phil Wang", email = "lucidrains@gmail.com" } 0 comments on commit ca90db2 Please sign in to comment. Footer...
Vector (and Scalar) Quantization, in Pytorch. Contribute to lucidrains/vector-quantize-pytorch development by creating an account on GitHub.