VectorQuantize(dim=2, codebook_size=6) quantized, indices, loss = quantizer(a) print('quantized', quantized) print('indices', indices) print('loss', loss) 输入为一个三维张量,(1,3,2),它的最后一维必须和VectorQuantize初始化中的dim一致。 codebook_size指定了codebook的大小,所有的vector最终会quan...
从上面的例子中可以清晰地看出来,vector插入10个元素之后,capacity()函数返回13,当插入第14个元素时,begin()所代表的内存位置发生了变化。 回到“如果超过了capacity()的数量时,vector就有必要重新配置内部存储器。” vector的容量之所以很重要,有一下两个原因 一旦重新分配内存,与vector相关的所有references, pointers...
import torch from vector_quantize_pytorch import ResidualVQ residual_vq = ResidualVQ( dim = 256, num_quantizers = 8, # specify number of quantizers codebook_size = 1024, # codebook size ) x = torch.randn(1, 1024, 256) quantized, indices, commit_loss = residual_vq(x) # (1, 1024,...
import torch from vector_quantize_pytorch import VectorQuantize vq = VectorQuantize( dim = 256, codebook_size = 512, # codebook size decay = 0.8, # the exponential moving average decay, lower means the dictionary will change faster commitment_weight = 1. # the weight on the commitment loss ...
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在下文中一共展示了LLVector3::quantize16方法的1个代码示例,这些例子默认根据受欢迎程度排序。您可以为喜欢或者感觉有用的代码点赞,您的评价将有助于系统推荐出更棒的C++代码示例。 示例1: serialize ▲点赞 7▼ //...这里部分代码省略...LLQuaternionparentFrameRot( mergeParent->mFrameMatrix );LLQuaternion...
vector-quantize-pytorch lucidrains Fetched on 2024/09/23 05:16 lucidrains/vector-quantize-pytorch Vector (and Scalar) Quantization, in Pytorch -View it on GitHub Star 2416 Rank 13994
CONSTITUTION: The tree structure vector quantizer quantizes source vectors successively inputting into corresponding code vectors based on a tree structure vector quantizer code book. An index of the code vector quantized among the code vectors is allocated by using special correlate among the code ...
R. Baiju, "A New Space Vector Modulation Scheme for Multilevel Inverters Which Directly Vector Quantize the Reference Space Vector," Industrial Electronics, IEEE Transactions on, vol. 62, pp. 88-95, 2015.B. Jacob and M. R. Baiju, "A new space vector modulation scheme for multilevel ...
Power Electronics, Machines and Drives (PEMD 2014), 7th IET International Conference onM. R. Baiju, B. Jacob, "A new Space Vector Modulation Scheme for any N-level Voltage Source Inverter which directly Quantizes the Reference Space Vector," 7th IET Int. Conf. Power Electron. Mach. Drives...