hdf5 workaround

1 files changed, 4 insertions, 3 deletions

diff --git a/inversion/image_inversion.py b/inversion/image_inversion.py
index 9aa2ca1..1201cf3 100644
--- a/inversion/image_inversion.py
+++ b/inversion/image_inversion.py
@@ -301,10 +301,10 @@ def small_init(shape=[BATCH_SIZE, Z_DIM]):
 # --------------------------
 if params.dataset.endswith('.hdf5'):
   in_file = h5py.File(params.dataset, 'r')
-  sample_images = in_file['xtrain'].value
+  sample_images = in_file['xtrain'][()]
   if COND_GAN:
-    sample_labels = in_file['ytrain'].value
-  sample_fns = in_file['fn'].value
+    sample_labels = in_file['ytrain'][()]
+  sample_fns = in_file['fn'][()]
   NUM_IMGS = sample_images.shape[0] # number of images to be inverted.
   print("Number of images: {}".format(NUM_IMGS))
   def sample_images_gen():
@@ -324,6 +324,7 @@ if params.dataset.endswith('.hdf5'):
     latent_gen = sample_latent_gen()
   if NUM_IMGS % BATCH_SIZE != 0:
     REMAINDER = BATCH_SIZE - (NUM_IMGS % BATCH_SIZE)
+    NUM_IMGS += REMAINDER
     sample_images += sample_images[-REMAINDER]
     sample_labels += sample_labels[-REMAINDER]
     sample_fns += sample_fns[-REMAINDER]