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citnaj's profile
Jason Antic
Jason Antic
Jason Antic
@citnaj

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Jason Antic

@citnaj

Obsessively pursuing the perfection of image and video colorization/restoration using deep learning. Creator of DeOldify.

Ocean Beach, San Diego
deoldify.ai
Joined January 2010

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    1. Jason Antic‏ @citnaj Jun 13
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      1/ With DeOldify being a real business now we invested in 4 Quadro RTX 8000 48GB video cards back in March. Expensive- definitely. Worth it? Totally. I'm now having the revelation of "oh...bigger models and bigger batches do help!" rather than endlessly chasing clever hacks.

      16 replies 18 retweets 302 likes
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    2. Zaid زيد‏ @zaidalyafeai Jun 13
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      Replying to @citnaj

      Would that be cheaper than cloud GPUs in the long term?

      2 replies 0 retweets 3 likes
      Jason Antic‏ @citnaj Jun 13
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      Replying to @zaidalyafeai

      Jason Antic Retweeted Slobodan Mišković  🧗🏻‍♂️ 🚀

      So this is a comparable configuration to what I have locally and I assure you my electric bill + hardware isn't nearly this high lol:https://twitter.com/xsloba/status/1271897192052084737 …

      Jason Antic added,

      Slobodan Mišković  🧗🏻‍♂️ 🚀 @xsloba
      Replying to @xsloba @citnaj
      Looking at pricing now, it's criminal. 1-yr Reserved Instance for p3.16xlarge (4X Tesla V100 and 488 memory) is $15.91/h. That's $140k per year. You can DIY for less.
      1:12 PM - 13 Jun 2020
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      • Saw-mon & Natalie Janne P Hukkinen Klaus H. Strobl helena sarin President-Elect jack Lord oatkon Peter Stuart Lakanen Avio swapp 🥭 Aditya Sanghi
      1 reply 0 retweets 12 likes
        1. Steve Larrison‏ @steve_larrison Jun 13
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          Replying to @citnaj @zaidalyafeai

          Or if you don’t want to build your own, the Nvidia DGX workstation with 4 A100 GPUs at $200k is quite reasonable.

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