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Meet TQP: The First Query Processor to Run On Tensor Computation Runtimes Delivers up to 20x Speedups Over CPU-Only Systems
March 4, 2022, 5:08 p.m. | Synced
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A research team from the University of Washington, UC San Diego and Microsoft prototypes Tensor Query Processor (TQP), a query processor that runs atop tensor computation runtimes (TCRs) such as PyTorch, TVM, and ONNX Runtime, improving query execution time by up to 20x over CPU-only systems and up to 5x over specialized GPU solutions.
The post Meet TQP: The First Query Processor to Run On Tensor Computation Runtimes Delivers up to 20x Speedups Over CPU-Only Systems first appeared on Synced …
ai artificial intelligence computation cpu machine learning machine learning & data science ml ml framework processor research runtimes systems technology tensor computation runtimes
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