speaking

speaking engagements in reverse chronological order

2022

  1. mlsys.jpeg
    torch.fx: Practical Program Capture and Transformation for Deep Learning in Python
    James Reed, Zachary DeVito, Horace He, and 2 more authors
    Sep 2022
    MLSys 2022
  2. gtc.png
    Optimizing & Deploying PyTorch Models for High-Performance Inference
    Nick Comly, Shiyan Deng, and James Reed
    Mar 2022
    NVIDIA GTC 2022

2021

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    Easy Python Code Transformations with torch.fx
    James Reed
    Dec 2021
    PyTorch Developer Day
  2. pt_ecosystem_2021.png

2020

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    TorchScript and PyTorch JIT | Deep Dive
    James Reed
    Jun 2020
    PyTorch YouTube
  2. gtc.png
    Named Tensors, Model Quantization, and the Latest PyTorch Features
    Joseph Spisak, and James Reed
    Oct 2020
    NVIDIA GTC 2020

2019

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    Production Scale PyTorch
    James Reed
    Dec 2019
    NeurIPS 2019 Expo
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    Production-scale PyTorch: TorchScript and the PyTorch JIT
    Michael Suo, and James Reed
    May 2019
    PyCon 2019 Workshop