Dad of 3 and Co-founder at @OctoAICloud - Enabling developers to build GenAI powered applications.
Seattle, WA
Joined May 2009
- Tweets231
- Following486
- Followers526
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Jason Knight retweeted
@OctoML Profiler uses the latest PyTorch 2.0 compiler technology to give developers insight into ML model performance, optimize deep learning applications, and right-size hardware choices without leaving the dev environment!
Check it out 👉 hubs.la/Q01K2R2v0
Jason Knight retweeted
Stable diffusion models are fun and usually take a server to run. Today we are happy to share the Web Stable Diffusion project, which brings SD models from @huggingface and @pytorch to browser clients through @WebGPU support. Checkout mlc.ai/web-stable-diffusion for our demo!
Jason Knight retweeted
I was never a good systems engineer, so I always avoided the topic of compiling and optimizing ML models.
However, as I work with ML on devices, the topic keeps coming up. So I spent the last 3 months learning about ML compilers.
Here’s what I learned. huyenchip.com/2021/09/07/a-f…
Jason Knight retweeted
Whenever I get discouraged and want to quit something, I remember the words of my then 3 year-old after she puked carrots all over the living room floor: "I'm gonna need more carrots."
Jason Knight retweeted
We're live with @octoml for an #InnovationCoffee #Thanksgiving special! Join @AlessandroDevs & @fixxxxxxer as they meet with @binarybana to chat about what's possible with #machinelearning compilers. Join now: bit.ly/2HDEilo
Jason Knight retweeted
From a cold start, Learned Sort can learn a distribution model for an input dataset, and use it to sort the input, while still giving an end-to-end sort time that beats the fastest alternatives! blog.acolyer.org/2020/10/19/… Is nowhere safe from ML?!!
Jason Knight retweeted
Imagine the possibility that most of both Trump and Biden voters are intelligent, good people who want the best for our country. The media and the extreme voices on either side want to drive us apart. Don't let them.
Jason Knight retweeted
I’m an immigrant: J1, F1, H1B, GC, Citizenship. I ❤️ US because it’s welcoming of ideas, of people & diversity. I’m grateful to the US and I’m heartbroken to see its awesomeness crumble. Let’s work hard, invent more, educate more, create more jobs, let’s fight shortsightedness.
Jason Knight retweeted
For those who are interested in research-based solutions to stop police violence, here’s what you need to know - based on the facts and data. A thread. (1/x)
Jason Knight retweeted
All the scientific research currently available points to this being completely and entirely wrong.
#masks4all
If you do not have any respiratory symptoms, such as fever, cough, or runny nose, you do not need to wear a medical mask. When used alone, masks can give you a false feeling of protection and can even be a source of infection when not used correctly. ➡️bit.ly/2QN3QOp
Jason Knight retweeted
I've been thinking about the software stack for machine learning. Tools I'd love to see.
1. Pip for pretrained models.
2. Version control for datasets.
3. GPU-friendly CI. Travis CI, Circe CI don't support GPUs. Jenkins is a pain.
4. Fast dataframes. Why is Pandas so slow?
Jason Knight retweeted
EfficientDet: a new family of efficient object detectors. It is based on EfficientNet, and many times more efficient than state of art models.
Link: arxiv.org/abs/1911.09070
Code: coming soon
Jason Knight retweeted
My university just announced that it’s dumping Blackboard, and there was much rejoicing. Why is Blackboard universally reviled? There’s a standard story of why "enterprise software" sucks. If you’ll bear with me, I think this is best appreciated by talking about… baby clothes!
Jason Knight retweeted
When your drone runs out of battery over a lake, timing is everything...
xitter.cf/coolstuffcheap/status/…
Jason Knight retweeted
1/My 6mo daughter, Lydia, was born with a random genetic mutation. She will never sit, crawl, walk or talk. She lives in pain. We were told nothing could be done for her. That’s not true. We can fix Lydia and others like her *today*. Here’s how…
Jason Knight retweeted
Reprogrammed bacteria are going to be a whole new class of drugs. Living medicines like these will ultimately be bigger than protein drugs -- a cell can just do so much more. And @synlogic_tx leading the charge in bacteria ! 🦠💥
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Jason Knight retweeted
Slides from our unveil of the new MLIR compiler infra are now up at bottom of c4ml.org . The team is very excited to get this out & there is a lot more to talk about later. We are focused on open sourcing in the next couple months! 🎈🎉
