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Adding FID statistics calculation as an option (can now do "train", "eval", or "fid_stats") #5

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Adding FID statistics calculation as an option (can now do "train", "eval", or "fid_stats") #5

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5a5374f
add fid_stats calculation
AlexiaJM Mar 6, 2021
56c041c
fid_stats
AlexiaJM Mar 6, 2021
ce98785
fid_stats
AlexiaJM Mar 6, 2021
8d1a8ad
fid_stats
AlexiaJM Mar 6, 2021
978791f
remove some stuff
AlexiaJM Mar 6, 2021
f62e3e6
scaler and dequant removed + range/type + keep last batch
AlexiaJM Mar 6, 2021
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fid_stats
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@AlexiaJM
AlexiaJM authored Mar 6, 2021
commit ce987853073422199ab4bd8973fbd4ce9ff04561
6 changes: 2 additions & 4 deletions run_lib.py
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Expand Up @@ -583,16 +583,14 @@ class EvalMeta:

# Create FID stats by looping through the whole data
def fid_stats(config,
fid_folder="assets/stats"):
fid_dir="assets/stats"):
"""Evaluate trained models.

Args:
config: Configuration to use.
fid_folder: The subfolder for storing fid statistics.
fid_dir: The subfolder for storing fid statistics.
"""
# Create directory to eval_folder
#fid_dir = os.path.join(workdir, fid_folder)
fid_dir = fid_folder
tf.io.gfile.makedirs(fid_dir)

# Build data pipeline
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