Top all-time · #19952
Paul Bridger
Personal blog · paulbridger.com/posts · on HN as briggersaiprogrammingsystems
Paul Bridger's personal blog at paulbridger.com covers ai, programming and systems. Since 2020, 3 different Hacker News readers have linked it 16 times, most often “Solving Machine Learning Performance Anti-Patterns: A Systematic Approach”. The last post was in 2023, but the archive is still widely read.
Too few sampled comments (1) to say how often HN recommends it.?
Why HN links it
Linked for PyTorch optimization case studies, which one commenter recommends as a source for ML engineering performance work.
Summarised by Claude from a sample of 1 HN comments that link here. Each comment is marked recommending, critical or neutral (citing without judging); how this works.
Deep dive machine learning articles with a focus on solving the hard problems in production engineering.
Most-linked posts?
- Solving Machine Learning Performance Anti-Patterns: A Systematic Approach2 people · 3 mentions · first linked 2021-06-28
- PyTorch Performance Features and How They Interact2 people · 2 mentions · first linked 2023-04-23
- Object Detection at 2530 FPS with TensorRT and 8-Bit Quantization2 people · 2 mentions · first linked 2021-01-03
- PyTorch Memory Tuning2 people · 2 mentions · first linked 2023-08-02
What Hacker News says?
Yes - understand first, then fix. And you’ll understand by measuring/profiling things. I’d also recommend the detailed pytorch optimization case studies by Paul Bridger: https://paulbridger.com/
Comment linking /
on “ML Engineering Online Book”Submitted Object Detection from 9 FPS to 650 FPS as a story · 165 points
HN discussionAbsolutely yes. I write fairly deep ML performance tuning articles at https://paulbridger.com and the (many) hours I've spent on each article have been hugely worth it. Many people reach out to me via this work, and when we talk they already see me as an expert or already want to work with me. I need to blog more, thanks for the reminder.
Comment linking /
on “Ask HN: Is having a personal blog/brand worth it for you?”Submitted Object Detection at 1840 FPS with TorchScript, TensorRT and DeepStream as a story · 162 points
HN discussionMachine learning productionization: https://paulbridger.com
Comment linking /
on “Ask HN: Could you share your personal blog here?”Submitted Solving Machine Learning Performance Anti-Patterns: A Systematic Approach as a story · 54 points
HN discussionSubmitted Solving Machine Learning Performance Anti-Patterns: A Systematic Approach as a story · 10 points
HN discussionSubmitted Object Detection at 2530 FPS with TensorRT and 8-Bit Quantization as a story · 9 points
HN discussionSubmitted Mastering TorchScript: Tracing vs. Scripting, Device Pinning, Graph Modification as a story · 7 points
HN discussionSubmitted Mastering TorchScript: Tracing vs. Scripting, Device Pinning, Graph Modification as a story · 7 points
HN discussionSubmitted Solving Machine Learning Performance Anti-Patterns: A Systematic Approach as a story · 2 points
HN discussionSubmitted Object Detection at 2530 FPS with TorchScript, TensorRT, and 8-Bit Quantization as a story · 2 points
HN discussionSubmitted PyTorch Memory Tuning as a story · 1 points
HN discussionSubmitted PyTorch Memory Tuning as a story · 1 points
HN discussionSubmitted PyTorch Performance Features and How They Interact as a story · 1 points
HN discussionSubmitted PyTorch Performance Features and How They Interact as a story · 1 points
HN discussion