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livin' the dream
😌
livin' the dream
28 followers · 20 following

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Achievement: YOLOAchievement: QuickdrawAchievement: Pull Sharkx2Achievement: Pair Extraordinaire

Achievements

Achievement: YOLOAchievement: QuickdrawAchievement: Pull Sharkx2Achievement: Pair Extraordinaire

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codingwithsurya/README.md

Hi, my name is Surya! I really enjoy machine learning and systems. If you find any of my work interesting or just want to say hi, feel free to email me!

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  1. pytorch/pytorch pytorch/pytorch Public

    Tensors and Dynamic neural networks in Python with strong GPU acceleration

    Python 100k 27.8k

  2. meta-pytorch/kraken meta-pytorch/kraken Public

    Triton-based Symmetric Memory operators and examples

    Python 100 14

  3. meta-pytorch/tritonbench meta-pytorch/tritonbench Public

    Tritonbench is a collection of PyTorch custom operators with example inputs to measure their performance.

    Python 355 82

  4. jax-autodiff jax-autodiff Public

    A JAX-inspired autodiff compiler with optimized function transformations (jit, vmap, grad) and operation fusion.

    Python 1

  5. diffusion.cu diffusion.cu Public

    Implementation of high-performance diffusion transformer from scratch in CUDA/C++

    Jupyter Notebook 8

  6. distributed-transformer distributed-transformer Public

    "Attention Is All You Need" Transformer paper implemented from scratch in PyTorch with support for distributed training, in both FSDP and DDP.

    Python 6