1,077 karma · joined April 17, 2012
https://www.sec.gov/Archives/edgar/data/1318605/000156459020...
Also I don't define front running that way, FINRA does.
https://www.finra.org/rules-guidance/rulebooks/finra-rules/5...
Personally I think Tensorflow has already lost and we just need to let it play out over the next few years. One interesting wrinkle is that since Trax, Jax and Flax utilize pieces of Tensorflow the TF team can probably claim good internal adoption numbers depending on how they count.
I also think a lot of people calling for a ban have not really thought through what would be banned. Do we ban models trained with triplet loss over any biometric data? Is it just specific entities that are banned from using it? Is it ok for Apple to build me an album of pictures of my wife and I? How do we define face recognition?
This is an incredibly complex and nuanced topic and it seems like many people discussing it just wave their hands without considering what the ramifications of any overly broad definition might lead to.
https://www.businessinsider.com/san-francisco-amended-its-fa...
In Brazil Vale and a number of its executives (along with the European dam inspector) are expected to be indicted. It will like be about falsifying documents related to dam safety.
https://www.reuters.com/article/us-vale-sa-disaster-exclusiv...
Proving that the CEO is the one that should go to jail, while satisfying, is actually quite difficult. While I would probably agree with one piece of your sentiment, senior executives are often able to escape prosecution for things that are clearly illegal (looking at you HSBC), simply trying to lockup CEOs I don't think is the right way to go.
Without discussing which provisions (and they are actual laws, not loopholes, because many/most are intentionally there) we should be eliminating this is all just a lot of handwringing.
The fact that our team in particular is looking at moving is probably a disaster for TF since a number of the criticisms typically leveled at it we didn't see as issues. We have a couple of really strong people with haskell backgrounds so static graphs and laziness we didn't find to be problematic.
However the embrace of Keras in 2.0 has left us dumbfounded. On one hand having a consistent layer interface is nice. On the other hand having a base class for the loss function that is not sufficiently general, the fact that all non-toy models we build seem to need model subclassing and a custom training loop with GradientTape and the number of issues we ran into while trying to port a couple of models has led me to conclude that the release was not ready. So while we like the tools around the model (tf.data, tensorboard, serving, tfx, etc...) building actual models I think has gotten worse.
Now my opinions on PyTorch are not from shipping production models but mostly porting to TF and keeping tabs on what they are doing. PyTorch also makes it easy to define reusable units. It does not try and expose a higher level interface that requires a significant investment in learning to express complex or unusual models. It seems a bit less opinionated on what the user should do.
A couple of other notes, PyTorch is being used inside Google for research I think. They have now written several papers (including one with Jeff Dean as 5th author) that have had their code released in PyTorch. PyTorch I think (it might already have) will end up with better governance but I would be interested in others opinions. They have at least one person listed under the project maintainers who does not work for FaceBook. A reason for adopting PyTorch may be that one company just does not decide to radically change the project to fit their view of the world.
This last bit is purely conjecture. PyTorch I think has already won over TF and it is going to take a couple of years for it to play out. If I had to bet today I would bet that PyTorch will become the dominate framework for both research and production. Of course something could happen to derail that but if things continue on their current trajectories I think its inevitable.
https://www.travelers.com/business-insurance/oil-gas/midstre...
Edit: You may also need the official Nvidia driver. I have never run anything with the OSS drivers.
At this point I basically refuse to use things with recaptcha or the stupid little cloud flare dots. I just close the tab and move on. I am just so tired of little dots, storefronts, cars, etc...