2021-01-29 00:14:25 +00:00
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# -*- mode: org; coding: utf-8; -*-
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#+title: neurogenesis
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various loose ends of the generative card making approach
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* dream-the-dreamer.sh
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setup script for linode GPU instances
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- from debian 10 starting point ⟶ various GAN stuff
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2021-02-09 17:19:14 +00:00
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* lightweight & styleGAN
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backups are on posthoc
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* * styleGAN2-ADA
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ongoing experiments with styleGAN2
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current staging on Linode GPU instances (aka grapheme )
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#+BEGIN_SRC shell :dir /ssh:grapheme:. :results raw :wrap SRC text :async
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ps ax | grep train.py
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#+end_src
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#+RESULTS:
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** generate and mix
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#+BEGIN_SRC shell :dir /ssh:grapheme:/root/stylegan2-ada-pytorch/ :results raw replace :wrap SRC text :async
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python3 style_mixing.py \
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--outdir=/root/results/flickr6/generated/001600 \
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--network=/root/results/flickr6/00003-512x512-auto1-resumecustom/network-snapshot-001600.pkl \
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--rows=6000-6020 \
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--cols=600-620
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#+end_src
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#+RESULTS:
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#+BEGIN_SRC shell :dir /ssh:grapheme:/root/stylegan2-ada-pytorch/ :results raw replace :wrap SRC text :async
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python3 generate.py \
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--outdir=/root/results/flickr6/generated/001600 \
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--network=/root/results/flickr6/00003-512x512-auto1-resumecustom/network-snapshot-001600.pkl \
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--seeds=3300-3900
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#+end_src
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#+RESULTS:
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** projection
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image projection to explore latent space
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--target=https://live.staticflickr.com/65535/50698595796_8accf83473_k_d.jpg \
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#+BEGIN_SRC shell :dir /ssh:grapheme:/root/stylegan2-ada-pytorch/ :results raw replace :wrap SRC text :async
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python3 projector.py --outdir=/root/results/flickr6/generated/101405 \
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--target=/root/data/_transfer_test/50698595796_8accf83473_k.jpg \
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--network=/root/results/flickr6/00003-512x512-auto1-resumecustom/network-snapshot-001440.pkl \
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--num-steps=5000
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#+END_SRC
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#+RESULTS:
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: 5efe249760c6a25a5188c67816b13ed4
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#+BEGIN_SRC shell :results raw replace :wrap SRC text :async
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rsync -av grapheme:results/ \
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/Users/zzk/code/foam-repo/superject/cards/neural/styleGAN2-ADA/results
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#+END_SRC
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