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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
not sure exactly what you mean by dimensionality of the forward passes, are you meaning the size of each layer? If it helps I've forked this https://github.com/rosinality/vq-vae-2-pytorch/blob/master/vqvae.py dimensionality of a single sample is [80000,3,1] ( batch size which works for me is about 8 size of the dataset is around 35000
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