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Xu Zhao

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Lightning Talk: Standardizing CPU Benchmarking with TorchBench for PyTorch...PyTorch Conference 20232023-10-16
TorchBench now includes a standardized CPU harness that runs FX INT8 and torch AMP (bf16/fp32) on CPU, compares channel_last (NHWC) vs channel_first formats…
Lightning on
TorchBench: Guarding the Performance of the PyTorch Ecosystem with Continuous BenchmarkingPyTorch Conference 20232023-10-16
Continuous benchmarking for PyTorch that runs a reproducible model suite (grown from ~50 to over 113 models) with a Docker image tied to each nightly release…
Talk on
ctFS: Replacing File Indexing with Hardware Memory Translation through Contiguous File...FAST '222022-02-22
ctFS replaces software extent trees by allocating every file as a contiguous virtual region, storing only the start virtual address in the inode and relying on…
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