Ryan Sepassi
Portland, OR
Currently exploring...
Current projects
xos
, cross-platform hermetic builds.
simplelinux
, build a simple Linux image.
zigcoro
, stackful coroutines in Zig.
Notes
Recent interests
-
September 2024
Past projects
Pathways (
language model arXiv
,
language model blog post
,
system arXiv
,
system blog post
), a new distributed system for large-scale machine learning. Technical lead along with Jeff Dean and Sanjay Ghemawat.
tensorflow/datasets (GitHub)
, standardized and reusable datasets for machine learning, original basis of
huggingface/datasets
. Creator and technical lead.
tensorflow/tensor2tensor (GitHub)
, original canonical implementation of the Transformer. Maintainer and contributor, including the original implementation of the Transformer on TPUs.
Other machine learning
research papers
I contributed to.
TensorFlow custom gradient (@custom_gradient) and rematerialization utilities (@recompute_grad).