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Sample Commands for ImaginFusionCLI

Coke bottle (takes about 90 minutes)

python cli.py "classic coca cola bottle" "Coke2" --fp16 --seed 0 --iters 10000 --lr 7.75e-4 --datasetSizeTrain 50 --sdVersion "1.5"

Coke bottle (takes about 30 minutes)

python cli.py "classic coca cola bottle" "Coke" --fp16 --seed 0 --iters 5000 --lr 7.75e-4 --datasetSizeTrain 100 --sdVersion "1.5"

Astronaut 1e-3

python cli.py "an astronaut, full body" "astronaut1e3" --fp16 --seed 0 --iters 5000 --lr 1e-3 --datasetSizeTrain 100 --sdVersion "1.5"

Astronaut 7.75e-4

python cli.py "an astronaut, full body" "astronaut775e4" --fp16 --seed 0 --iters 5000 --lr 7.75e-4 --datasetSizeTrain 100 --sdVersion "1.5"

squirrel-octopus hybrid 1e-3

python cli.py "a sqirrel-octupus hybrid" "sqirrel-octupusHybrid1e3" --fp16 --seed 0 --iters 5000 --lr 1e-3 --datasetSizeTrain 100 --sdVersion "1.5"

squirrel-octopus hybrid 7.75e-4

python cli.py "a sqirrel-octupus hybrid" "sqirrel-octupusHybrid775e4" --fp16 --seed 0 --iters 5000 --lr 7.75e-4 --datasetSizeTrain 100 --sdVersion "1.5"

bunny on pancake 1e-3

python cli.py "a baby bunny sitting on top of a stack of pancakes" "bunnyPancake1e3" --fp16 --seed 0 --iters 5000 --lr 1e-3 --datasetSizeTrain 100 --sdVersion "1.5"

bunny on pancake 7.75e-4

python cli.py "a baby bunny sitting on top of a stack of pancakes" "bunnyPancake775e4" --fp16 --seed 0 --iters 5000 --lr 7.75e-4 --datasetSizeTrain 100 --sdVersion "1.5"

metal bunny on cookies 1e-3

python cli.py "a metal bunny sitting on top of a stack of chocolate cookies" "metalBunnyCookies1e3" --fp16 --seed 0 --iters 5000 --lr 1e-3 --datasetSizeTrain 100 --sdVersion "1.5"

metal bunny on cookies 7.75e-4

python cli.py "a metal bunny sitting on top of a stack of chocolate cookies" "metalBunnyCookies775e4" --fp16 --seed 0 --iters 5000 --lr 7.75e-4 --datasetSizeTrain 100 --sdVersion "1.5"

wolf dog 1e-3

python cli.py "a dark grey wofl-dog with red highlights" "wolfdog" --fp16 --seed 0 --iters 5000 --lr 1e-3 --datasetSizeTrain 100 --sdVersion "1.5"

jaguar 1e-3

python cli.py "a jaguar, full body" "jaguar" --fp16 --seed 0 --iters 5000 --lr 1e-3 --datasetSizeTrain 100 --sdVersion "1.5"

horse 7.75e-4

python cli.py "a horse galloping, full body" "horse" --fp16 --seed 0 --iters 5000 --lr 7.75e-4 --datasetSizeTrain 100 --sdVersion "1.5"

dragon 1e-3

python cli.py "a dragon blasting flame, full body" "dragon" --fp16 --seed 0 --iters 5000 --lr 1e-3 --datasetSizeTrain 100 --sdVersion "1.5"

dragonGOT 1e-3

python cli.py "a dragon form game of thrones, full body" "dragonGOT1e3" --fp16 --seed 0 --iters 5000 --lr 1e-3 --datasetSizeTrain 100 --sdVersion "1.5"

dragonGOT 7.75e-4

python cli.py "a dragon form game of thrones, full body" "dragonGOT775e4" --fp16 --seed 0 --iters 5000 --lr 7.75e-4 --datasetSizeTrain 100 --sdVersion "1.5"

Charizard 1e-3

python cli.py "charizard from pokemon anime, full body" "Charizard1e3" --fp16 --seed 0 --iters 5000 --lr 1e-3 --datasetSizeTrain 100 --sdVersion "1.5"

Charizard 7.75e-4

python cli.py "charizard from pokemon anime, full body" "Charizard775e4" --fp16 --seed 0 --iters 5000 --lr 7.75e-4 --datasetSizeTrain 100 --sdVersion "1.5"

stonehenge 1e-3

python cli.py "stonehenge" "stonehenge1e3" --fp16 --seed 0 --iters 5000 --lr 1e-3 --datasetSizeTrain 100 --sdVersion "1.5"

stonehenge 7.75e-4

python cli.py "stonehenge" "stonehenge775e4" --fp16 --seed 0 --iters 5000 --lr 7.75e-4 --datasetSizeTrain 100 --sdVersion "1.5"

tiger 1e-3

python cli.py "bengal tiger, full-body" "tiger1e3" --fp16 --seed 0 --iters 5000 --lr 1e-3 --datasetSizeTrain 100 --sdVersion "1.5"

tiger 7.75e-4

python cli.py "bengal tiger, full-body" "tiger775e4" --fp16 --seed 0 --iters 5000 --lr 7.75e-4 --datasetSizeTrain 100 --sdVersion "1.5"

octopus 1e-3

python cli.py "octopus" "octopus1e3" --fp16 --seed 0 --iters 5000 --lr 1e-3 --datasetSizeTrain 100 --sdVersion "1.5"

octopus 7.75e-4

python cli.py "octopus" "octopus775e4" --fp16 --seed 0 --iters 5000 --lr 7.75e-4 --datasetSizeTrain 100 --sdVersion "1.5"

tajMahal 1e-3

python cli.py "taj mahal, full" "tahMahal1e3" --fp16 --seed 0 --iters 5000 --lr 1e-3 --datasetSizeTrain 100 --sdVersion "1.5"

tajMahal 7.75e-4

python cli.py "taj mahal, full" "tajMahal775e4" --fp16 --seed 0 --iters 5000 --lr 7.75e-4 --datasetSizeTrain 100 --sdVersion "1.5"

wineflute14

python cli.py "wine flute" "wineflute14" --fp16 --seed 0 --iters 5000 --lr 1e-3 --datasetSizeTrain 100 --sdVersion "1.4"

wineflute15

python cli.py "wine flute" "wineflute15" --fp16 --seed 0 --iters 5000 --lr 1e-3 --datasetSizeTrain 100 --sdVersion "1.5"

wineflute21

python cli.py "wine flute" "wineflute21" --fp16 --seed 0 --iters 5000 --lr 1e-3 --datasetSizeTrain 100 --sdVersion "2.1"

wineflute21-base

python cli.py "wine flute" "wineflute21-base" --fp16 --seed 0 --iters 5000 --lr 1e-3 --datasetSizeTrain 100 --sdVersion "2.1-base"

screwdriver

python cli.py "screwdriver" "screwdriver" --fp16 --seed 0 --iters 5000 --lr 1e-3 --datasetSizeTrain 100 --sdVersion "1.5"