Andrej Karpathy talks about how Tesla's NNs are structured and trained [video] • Hacker News Board

Re: Andrej Karpathy talks about how Tesla's NNs are structured and trained [video]

#11

Post by timzaman » Sun, Nov 10, 2019, 4:42 AM UTC

His team is hiring;

https://www.tesla.com/careers/job/software-engineerdeeplearn...

https://www.tesla.com/careers/job/machine-learninginfrastruc...

https://www.tesla.com/careers/job/machine-learningscientista...

Re: Andrej Karpathy talks about how Tesla's NNs are structured and trained [video]

#12

Post by sdan » Sun, Nov 10, 2019, 4:42 AM UTC

Really liked this talk.

Looks like they are really nicely orchestrating workloads and training on numerous nets asynchronously.

As a person in the AV industry I think Tesla's ability to control the entire stack is great for Tesla... maybe not for everyone who can't afford/doesn't have a Tesla.

Re: Andrej Karpathy talks about how Tesla's NNs are structured and trained [video]

#13

Post by sdan » Sun, Nov 10, 2019, 4:43 AM UTC

timzaman wrote: post #11

His team is hiring; https://www.tesla.com/careers/job/software-engineerdeeplearn... https://www.tesla.com/careers/job/machine-learninginfrastruc... https://www.tesla.com/careers/job/machine-learningscientista...

Thanks Tim! Would love to apply, but still a student. Hoping to join in the future given how nicely orchestrated your team has been training nets.

Re: Andrej Karpathy talks about how Tesla's NNs are structured and trained [video]

#14

Post by suehebfbfjfrifh » Sun, Nov 10, 2019, 4:53 AM UTC

I'd rather he talk about why he works for a con artist who will never create self driving cars (not that anyone else will in the next few decades) but keeps promising to do it.

Re: Andrej Karpathy talks about how Tesla's NNs are structured and trained [video]

#15

Post by throwaway010718 » Sun, Nov 10, 2019, 4:55 AM UTC

timzaman wrote: post #11

His team is hiring; https://www.tesla.com/careers/job/software-engineerdeeplearn... https://www.tesla.com/careers/job/machine-learninginfrastruc... https://www.tesla.com/careers/job/machine-learningscientista...

Any guess what the compensation is like for these positions ?

Re: Andrej Karpathy talks about how Tesla's NNs are structured and trained [video]

#16

Post by kegan » Sun, Nov 10, 2019, 5:03 AM UTC

Anyone knows why Andrej's team chooses PyTorch (as oppose to say TensorFlow?)

Re: Andrej Karpathy talks about how Tesla's NNs are structured and trained [video]

#17

Post by djebdbebeejrrn » Sun, Nov 10, 2019, 5:03 AM UTC

adamnemecek wrote: post #7

The trick for level 5 is learning the mapping between the lidar point cloud and the video stream. It’s the best of both worlds.

The trick for level 5 is creating artificial general intelligence. In other words, level 5 will almost certainly not happen any time in the next 50 years. Musk is a con artist and Karpathy is one of his enablers.

Re: Andrej Karpathy talks about how Tesla's NNs are structured and trained [video]

#18

Post by soulslicer0 » Sun, Nov 10, 2019, 5:13 AM UTC

timzaman wrote: post #11

His team is hiring; https://www.tesla.com/careers/job/software-engineerdeeplearn... https://www.tesla.com/careers/job/machine-learninginfrastruc... https://www.tesla.com/careers/job/machine-learningscientista...

lol i just did the interview and failed. had to find shortest path between tesla chargers. all in C++. completed it but failed

Re: Andrej Karpathy talks about how Tesla's NNs are structured and trained [video]

#19

Post by [deleted] » Sun, Nov 10, 2019, 5:16 AM UTC

soulslicer0 wrote: post #18

timzaman wrote: post #11

His team is hiring; https://www.tesla.com/careers/job/software-engineerdeeplearn... https://www.tesla.com/careers/job/machine-learninginfrastruc... https://www.tesla.com/careers/job/machine-learningscientista...

lol i just did the interview and failed. had to find shortest path between tesla chargers. all in C++. completed it but failed

[deleted]

Re: Andrej Karpathy talks about how Tesla's NNs are structured and trained [video]

#20

Post by new_realist » Sun, Nov 10, 2019, 5:21 AM UTC

mkagenius wrote: post #2

Oh he's no longer with OpenAI? Sam Altman must be worried about this..

Elon Musk poached him, and for that was kicked off the OpenAI board.