Tristan Rice

@rice_fry

Machine Learning + Distributed Systems + Hardware Hacking SWE @pytorch, tweets are personal opinions github.com/d4l3k I don't use Twitter much anymore

Seattle / Vancouver

fn.lc

Joined August 2013

Tristan Rice
@rice_fry
Feb 7
Very late news but looks like TRIP v2 (Tesla HW4 NPU) has 48MB of SRAM, up from 32MB on HW3
Tristan Rice
@rice_fry
Jun 20, 2025
It's been a blast working on this! I'm very excited about the future of fault tolerant training
PyTorch
@PyTorch
Jun 20, 2025
torchft + TorchTitan: 1200+ failures, no checkpoints, model convergence. A Llama 3 model was trained across 300 L40S GPUs with synthetic failures every 15s. No restarts. No rollbacks. Just asynchronous recovery and continued progress. 📘 hubs.la/Q03t1Z0b0 #PyTorch
Tristan Rice
@rice_fry
Jan 23, 2023
Here's my attempt at training a 3D dynamic object detection model from scratch. I'm pretty happy with the result though it's far from perfect fn.lc/post/3d-detr/ This is what I've been up to for the last couple of months. Happy to answer any questions folks have 🙂
Tristan Rice
@rice_fry
Nov 16, 2022
I'll be giving a talk about the new torch::deploy beta at #PyTorchConference on Dec. 2nd! If anyone is around, I'd love to meet up and chat about PyTorch, ML and self-driving Registration and live stream is at pytorchconference22.splashthat.com
Tristan Rice
@rice_fry
Nov 9, 2022
Hope this makes it easier to run other conferencing apps -- I got Discord to work with the car cameras a year ago but haven't used it much since it's a pain to setup
Sawyer Merritt
@SawyerMerritt
Nov 8, 2022
NEWS: Zoom officially announces its video conferencing app is coming soon to Tesla vehicles. The Zoom app will use the vehicle's cabin camera located above the rear-view mirror. driveteslacanada.ca/news/zoom-offi…