Inference and hardware acceleration for ML. Contributing to Apache TVM & PyTorch on stuff like model compilation, auto-tuning, and kernel optimization
- Seattle
- https://shingjan.com
Highlights
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pytorch/pytorch
pytorch/pytorch PublicTensors and Dynamic neural networks in Python with strong GPU acceleration
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apache/tvm
apache/tvm PublicOpen deep learning compiler stack for cpu, gpu and specialized accelerators
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pytorch/torchdynamo
pytorch/torchdynamo PublicA Python-level JIT compiler designed to make unmodified PyTorch programs faster.
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pytorch/benchmark
pytorch/benchmark PublicTorchBench is a collection of open source benchmarks used to evaluate PyTorch performance.
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