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pydlpack's Introduction

  • I'm currently a Staff Software Engineer at Quansight

  • My current interests in Scientific Computing include (see here for technical blogs):

    • Validation of mathematical functions with complex inputs in various libraries such as NumPy, PyTorch, XLA/JAX, Tensorflow, MPMath, etc
    • Theory of Sparse Arrays, in particular, PyTorch sparse tensors support
    • Optimization of Triton kernel parameters
    • Interoperability of Array-like objects from various software
    • Algorithms and Implementations
    • Support Fortran 90 TYPE construct in F2Py

  • I have initiated and co-authored a number of open source projects with the following highlights:

    • RBC - Remote Backend Compiler
    • F2Py - Fortran to Python interface generator DOI, ships with NumPy DOI
    • SciPy - open-source software for mathematics, science, and engineering DOI

    and contributed to a number of open source projects such as XLA, JAX, Heavy.AI, PyTorch, Numba, Apache Arrow, conda-forge, XND, SymPy, etc.

  • My background is in Scientific Research: Mathematical Physics, Nonlinear Waves, Mechanics, Systems Biology, Microscopy, Solid Mechanics, Optics, Scientific Computations, etc. CV@ERIS, ORCID, Scholar

  • 📫 How to reach me: Linkedin, GMail

  • Fun facts:

    • I have completed AoC 2019, AoC 2020
    • Estonian Champion 2006 in Dog Obedience (German Shepherd), currently training for Agility (Boston Terrier)
    • Ship engineer by profession, raced with power boats (Circuit S-250, S-350, OSY-400, O-125, F-500), teached sailing to kids

  • 😄 Pronouns: standard Modern English

pydlpack's People

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pydlpack's Issues

how can i use this with my c extension?

Hi,

I am writing a c extension using Python.h, and I have a pointer to gpu memory, I want to return a "Tensor" representing the data to python.

What is the recommanation way to do that?

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