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d4l3k/README.md

Hi

I hack on ML, security and self-driving cars. Always down to chat 🙂

Professionally I'm currently working on PyTorch Distributed (torchft, torchcomms, elastic, scaling, perf reliability, etc)

Website: http://fn.lc

Recent Projects

Voxel occupany models

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JEPA feature grids

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  1. meta-pytorch/torchft meta-pytorch/torchft Public

    Fault tolerance for PyTorch (HSDP, LocalSGD, DiLoCo, Streaming DiLoCo)

    Python 514 69

  2. meta-pytorch/torchcomms meta-pytorch/torchcomms Public

    torchcomms: a modern PyTorch communications API

    C++ 373 155

  3. torchdrive torchdrive Public

    torch models and primitives for birdseye view and voxel models for self driving tasks.

    Jupyter Notebook 85 8

  4. pytorch/pytorch pytorch/pytorch Public

    Tensors and Dynamic neural networks in Python with strong GPU acceleration

    Python 101k 28.2k

  5. meta-pytorch/torchx meta-pytorch/torchx Public

    TorchX is a universal job launcher for PyTorch applications. TorchX is designed to have fast iteration time for training/research and support for E2E production ML pipelines when you're ready.

    Python 426 154

  6. go-pry go-pry Public

    An interactive REPL for Go that allows you to drop into your code at any point.

    Go 3k 64