# -*- mode: org; coding: utf-8; -*-
#+title: neurogenesis

various loose ends of the generative card making approach

* dream-the-dreamer.sh

setup script for linode GPU instances
 - from debian 10 starting point ⟶ various GAN stuff

* lightweight & styleGAN

backups are on posthoc

* * styleGAN2-ADA

ongoing experiments with styleGAN2

current staging on Linode GPU instances (aka grapheme )

#+BEGIN_SRC shell :dir /ssh:grapheme:. :results raw :wrap SRC text :async
ps ax | grep train.py
#+end_src

#+RESULTS:

** generate and mix

#+BEGIN_SRC shell :dir /ssh:grapheme:/root/stylegan2-ada-pytorch/ :results raw replace :wrap SRC text :async
python3 style_mixing.py \
	--outdir=/root/results/flickr6/generated/001600 \
	--network=/root/results/flickr6/00003-512x512-auto1-resumecustom/network-snapshot-001600.pkl \
	--rows=6000-6020 \
	--cols=600-620
#+end_src

#+RESULTS:


#+BEGIN_SRC shell :dir /ssh:grapheme:/root/stylegan2-ada-pytorch/ :results raw replace :wrap SRC text :async
python3 generate.py \
	--outdir=/root/results/flickr6/generated/001600 \
	--network=/root/results/flickr6/00003-512x512-auto1-resumecustom/network-snapshot-001600.pkl \
	--seeds=3300-3900
#+end_src

#+RESULTS:

** projection

image projection to explore latent space


    --target=https://live.staticflickr.com/65535/50698595796_8accf83473_k_d.jpg \

#+BEGIN_SRC shell :dir /ssh:grapheme:/root/stylegan2-ada-pytorch/ :results raw replace :wrap SRC text :async
python3 projector.py --outdir=/root/results/flickr6/generated/101405 \
    --target=/root/data/_transfer_test/50698595796_8accf83473_k.jpg \
    --network=/root/results/flickr6/00003-512x512-auto1-resumecustom/network-snapshot-001440.pkl \
    --num-steps=5000
#+END_SRC


#+RESULTS:
: 5efe249760c6a25a5188c67816b13ed4


#+BEGIN_SRC shell :results raw replace :wrap SRC text :async
rsync -av grapheme:results/ \
      /Users/zzk/code/foam-repo/superject/cards/neural/styleGAN2-ADA/results
#+END_SRC