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4c82dc3 Dec 9, 2016
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# To run this script you'll need to download the ultra-high res
# scan of Starry Night from the Google Art Project, available here:
# https://commons.wikimedia.org/wiki/File:Van_Gogh_-_Starry_Night_-_Google_Art_Project.jpg
STYLE_IMAGE=starry_night_gigapixel.jpg
CONTENT_IMAGE=examples/inputs/hoovertowernight.jpg
STYLE_WEIGHT=5e2
STYLE_SCALE=1.0
th neural_style.lua \
-content_image $CONTENT_IMAGE \
-style_image $STYLE_IMAGE \
-style_scale $STYLE_SCALE \
-print_iter 1 \
-style_weight $STYLE_WEIGHT \
-image_size 256 \
-output_image out1.png \
-tv_weight 0 \
-backend cudnn -cudnn_autotune
th neural_style.lua \
-content_image $CONTENT_IMAGE \
-style_image $STYLE_IMAGE \
-init image -init_image out1.png \
-style_scale $STYLE_SCALE \
-print_iter 1 \
-style_weight $STYLE_WEIGHT \
-image_size 512 \
-num_iterations 500 \
-output_image out2.png \
-tv_weight 0 \
-backend cudnn -cudnn_autotune
th neural_style.lua \
-content_image $CONTENT_IMAGE \
-style_image $STYLE_IMAGE \
-init image -init_image out2.png \
-style_scale $STYLE_SCALE \
-print_iter 1 \
-style_weight $STYLE_WEIGHT \
-image_size 1024 \
-num_iterations 200 \
-output_image out3.png \
-tv_weight 0 \
-backend cudnn -cudnn_autotune
th neural_style.lua \
-content_image $CONTENT_IMAGE \
-style_image $STYLE_IMAGE \
-init image -init_image out3.png \
-style_scale $STYLE_SCALE \
-print_iter 1 \
-style_weight $STYLE_WEIGHT \
-image_size 2048 \
-num_iterations 100 \
-output_image out4.png \
-tv_weight 0 \
-gpu 0,1 \
-backend cudnn
th neural_style.lua \
-content_image $CONTENT_IMAGE \
-style_image $STYLE_IMAGE \
-init image -init_image out4.png \
-style_scale $STYLE_SCALE \
-print_iter 1 \
-style_weight $STYLE_WEIGHT \
-image_size 3620 \
-num_iterations 50 \
-save_iter 25 \
-output_image out5.png \
-tv_weight 0 \
-lbfgs_num_correction 5 \
-gpu 0,1,2,3 \
-multigpu_strategy 3,6,12 \
-backend cudnn