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-rw-r--r--inversion/image_inversion.py6
1 files changed, 4 insertions, 2 deletions
diff --git a/inversion/image_inversion.py b/inversion/image_inversion.py
index 76638f9..38c5261 100644
--- a/inversion/image_inversion.py
+++ b/inversion/image_inversion.py
@@ -321,12 +321,14 @@ if params.dataset.endswith('.hdf5'):
i_1, i_2 = i*BATCH_SIZE, (i+1)*BATCH_SIZE
yield sample_latents[i_1:i_2]
latent_gen = sample_latent_gen()
+ if NUM_IMGS % BATCH_SIZE != 0:
+ REMAINDER = BATCH_SIZE - (NUM_IMGS % BATCH_SIZE)
+ sample_images = sample_images.append(sample_images[-REMAINDER])
+ sample_labels = sample_labels.append(sample_labels[-REMAINDER])
assert(NUM_IMGS % BATCH_SIZE == 0)
else:
sys.exit('Unknown dataset {}.'.format(params.dataset))
-NUM_IMGS -= NUM_IMGS % BATCH_SIZE
-
# --------------------------
# Training.
# --------------------------