Fix broken inception score code.

src_single/inception_score.py

@@ -89,15 +89,16 @@ def _init_inception():
  for o in op.outputs:
  shape = o.get_shape()
  shape = [s.value for s in shape]
- new_shape = []
+ # new_shape = []
  for j, s in enumerate(shape):
  if s == 1 and j == 0:
- new_shape.append(None)
- else:
- new_shape.append(s)
- o.set_shape = tf.TensorShape(new_shape)
+ o.shape.dims[0] = tf.Dimension(None)
+ # new_shape.append(None)
+ # else:
+ # new_shape.append(s)
+ # o.set_shape(tf.TensorShape(new_shape))
  w = sess.graph.get_operation_by_name(prefix + "softmax/logits/MatMul").inputs[1]
- logits = tf.matmul(tf.reshape(pool3, (1, -1)), w)
+ logits = tf.matmul(tf.squeeze(pool3, (1, 2)), w)
  softmax = tf.nn.softmax(logits)