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SCDL seems to me to have two parts: a format for efficient access to row-wise data, and a PyTorch Dataset derivative. The former has many uses beyond PyTorch and the project I work on explicitly tries ...

Major data releases and a key policy decision set to show where economy stands. A flurry of major economic news over the coming days will provide a barometer of the U.S. economy as President Donald ...

Siemens AG Chief Executive Officer Roland Busch said Germany must leverage the loads of data across its industrial companies to take advantage of artificial intelligence. “We are sitting on a massive ...

Abstract: Training deep learning models is computationally demanding and data-intensive. Existing approaches utilize local SSDs within training servers to cache datasets, thereby accelerating data ...

My custom PyTorch Dataset receives a 3D tensor (these tensors have various shapes). It applies Gaussian blur preprocessing on the CPU. It returns the processed tensor. To speed up processing, I want ...