moved flax model and conversion code to separate repository

This commit is contained in:
Brett Kuprel
2022-07-01 14:06:50 -04:00
parent febd18df77
commit 07ce93d5f8
13 changed files with 57 additions and 712 deletions
+7 -20
View File
@@ -3,15 +3,11 @@ import os
from PIL import Image
from min_dalle.min_dalle_torch import MinDalleTorch
from min_dalle.min_dalle_flax import MinDalleFlax
parser = argparse.ArgumentParser()
parser.add_argument('--mega', action='store_true')
parser.add_argument('--no-mega', dest='mega', action='store_false')
parser.set_defaults(mega=False)
parser.add_argument('--torch', action='store_true')
parser.add_argument('--no-torch', dest='torch', action='store_false')
parser.set_defaults(torch=True)
parser.add_argument('--text', type=str, default='cat')
parser.add_argument('--seed', type=int, default=0)
parser.add_argument('--image_path', type=str, default='generated')
@@ -37,7 +33,6 @@ def save_image(image: Image.Image, path: str):
def generate_image(
is_torch: bool,
is_mega: bool,
text: str,
seed: int,
@@ -45,29 +40,21 @@ def generate_image(
token_count: int
):
is_reusable = False
if is_torch:
image_generator = MinDalleTorch(is_mega, is_reusable, token_count)
if token_count < 256:
image_tokens = image_generator.generate_image_tokens(text, seed)
print('image tokens', list(image_tokens.to('cpu').detach().numpy()))
return
else:
image = image_generator.generate_image(text, seed)
model = MinDalleTorch(is_mega, is_reusable, token_count)
if token_count < 256:
image_tokens = model.generate_image_tokens(text, seed)
print('image tokens', list(image_tokens.to('cpu').detach().numpy()))
else:
image_generator = MinDalleFlax(is_mega, is_reusable)
image = image_generator.generate_image(text, seed)
save_image(image, image_path)
print(ascii_from_image(image, size=128))
image = model.generate_image(text, seed)
save_image(image, image_path)
print(ascii_from_image(image, size=128))
if __name__ == '__main__':
args = parser.parse_args()
print(args)
generate_image(
is_torch=args.torch,
is_mega=args.mega,
text=args.text,
seed=args.seed,