@lemonzi

Software Engineer @ Google

 Zurich, Switzerland
lemonzi.me
Joined April 2008
  • Tweets1.1K
  • Following343
  • Followers329
32Media
The GAN scene is getting ridiculous.
Enriched Multimodal Representations of Music Performances: Online Access and Visualization: computer.org/multimedia-maga…
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Latest: A3C is cool but threads are slow, I'm just gonna batch all the updates in a big tensor. arxiv.org/pdf/1705.04862.pdf. 13 days ago.
Replying to @lemonzi @overleaf
WYSIWYG, bi***es!
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Anyone in NYC wants to host me and Marina for a few days in May? 😇 🗽 🗽
Quim Llimona retweeted
Sander Dieleman
@sedielem7 Apr 2017
The TF wrapper we use internally at DeepMind has been open sourced. Lasagne users might like this one, it shares a lot of design principles. xitter.cf/DeepMindAI/status/8503…
Google DeepMind
@GoogleDeepMind7 Apr 2017
Excited to release #Sonnet - a library for constructing complex Neural Network models in TensorFlow. Get started: github.com/deepmind/sonnet
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Connoisseurs of Advantage Actor-Critic methods: does this look ok to you? gist.github.com/lemonzi/7910…

TensorFlow implementation of an Advantage Actor-Critic loss

TensorFlow implementation of an Advantage Actor-Critic loss - a3c.py

gist.github.com
If your model doesn't work after debugging it, what would you do first?
50%Tune hyperparameters
0%Replace some parts of it
50%Debug further (how?)
2 votes • Final results
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My model is implemented, nothing crashes, summary probes look good, but it doesn't even learn the toy task. It must have ADHD or something.
Seen on Facebook -- Stopping GAN Violence: Generative Unadversarial Networks arxiv.org/pdf/1703.02528.pdf
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Quim Llimona retweeted
Trevor Cox@trevor_cox7 Mar 2017
Google has just published a huge database of everyday sounds for machine learning research.google.com/audioset…
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Today, I left my #Tensorflow model running all night and it exploded to NaN's within the first 30 min. #FML
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Spending too much time on Twitter? Next time, have the computer ask: "Do you really want to visit Twitter again?" github.com/lemonzi/doyoureal…

GitHub - lemonzi/doyoureally: A static page that asks if you really want to visit *that* website.

A static page that asks if you really want to visit *that* website. - lemonzi/doyoureally

github.com
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Here go another 750 fresh, untested lines of code for my #tensorflow RL model... this can't end well #whowantstodebugit #notme
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More Python decorators for #tensorflow! Prevent excessive scope nesting with gist.github.com/lemonzi/4a3d…

@add_name_scope() decorator for TensorFlow

@add_name_scope() decorator for TensorFlow. GitHub Gist: instantly share code, notes, and snippets.

gist.github.com
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Quim Llimona retweeted
MTG-UPF@mtg_upf16 Feb 2017
Journal paper and new dataset release related to MTG's Repovizz technology mtg.upf.edu/node/3694
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I'm guessing it's just collaborative filtering... It would be cool if they had image recognition / description on-the-spot
Replying to @github
Those inverted colors are terrible for legibility
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