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add try-except to replicate

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This commit is contained in:
Brett Kuprel 2022-07-07 12:35:00 -04:00
parent 9a4a839b3b
commit b17bea11b6
2 changed files with 24 additions and 18 deletions
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2
cog.yaml vendored
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@ -1,5 +1,5 @@
build: build:
cuda: "11.5.1" cuda: "11.4"
gpu: true gpu: true
python_version: "3.10" python_version: "3.10"
system_packages: system_packages:

40
replicate_predictor.py
View File

@ -31,21 +31,27 @@ class ReplicatePredictor(BasePredictor):
default=4 default=4
), ),
) -> Iterator[Path]: ) -> Iterator[Path]:
seed = -1 try:
log2_mid_count = 3 if intermediate_outputs else 0 seed = -1
image_stream = self.model.generate_image_stream( log2_mid_count = 3 if intermediate_outputs else 0
text, image_stream = self.model.generate_image_stream(
seed, text,
grid_size=grid_size, seed,
log2_mid_count=log2_mid_count, grid_size=grid_size,
log2_supercondition_factor=log2_supercondition_factor, log2_mid_count=log2_mid_count,
is_verbose=True log2_supercondition_factor=log2_supercondition_factor,
) is_verbose=True
)
iter = 0 iter = 0
path = Path(tempfile.mkdtemp()) path = Path(tempfile.mkdtemp())
for image in image_stream: for image in image_stream:
iter += 1 iter += 1
image_path = path / 'min-dalle-iter-{}.jpg'.format(iter) image_path = path / 'min-dalle-iter-{}.jpg'.format(iter)
image.save(str(image_path)) image.save(str(image_path))
yield image_path yield image_path
except:
print("An error occured, deleting model")
del self.model
self.setup()
raise Exception("There was an error, please try again")