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PyTorch 1.12: TorchArrow, Functional API for Modules and NvFuser

3 pointsby DreamFlasheralmost 3 years ago

1 comment

jaskylealmost 3 years ago
TorchArrow looks pretty cool:<p>TorchArrow is a machine learning preprocessing library over batch data, providing performant and Pandas-style easy-to-use API for model development. Currently it provides a Python DataFrame that allows extensible UDFs with Velox, with the following features:<p>- Seamless handoff with PyTorch or other model authoring, such as Tensor collation and easily plugging into PyTorch DataLoader and DataPipes - Zero copy for external readers via Arrow in-memory columnar format - Multiple execution runtimes support: - High-performance C++ UDF support with vectorization