multires.sh

STYLE_WEIGHT=5e2
STYLE_SCALE=1.0

th neural_style.lua \
  -content_image examples/inputs/hoovertowernight.jpg \
  -style_image starry_night_gigapixel.jpg \
  -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 examples/inputs/hoovertowernight.jpg \
  -style_image starry_night_gigapixel.jpg \
  -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 examples/inputs/hoovertowernight.jpg \
  -style_image starry_night_gigapixel.jpg \
  -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 examples/inputs/hoovertowernight.jpg \
  -style_image starry_night_gigapixel.jpg \
  -init image -init_image out3.png \
  -style_scale $STYLE_SCALE \
  -print_iter 1 \
  -style_weight $STYLE_WEIGHT \
  -image_size 1800 \
  -num_iterations 100 \
  -output_image out4.png \
  -tv_weight 0 \
  -backend cudnn