From d84b062bf9562cc885d62f618928b76fe5728aa7 Mon Sep 17 00:00:00 2001 From: Jim Martens Date: Fri, 8 Feb 2019 12:36:36 +0100 Subject: [PATCH] Fixed image summaries Signed-off-by: Jim Martens --- src/twomartens/masterthesis/aae/train.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/src/twomartens/masterthesis/aae/train.py b/src/twomartens/masterthesis/aae/train.py index b026702..50d755c 100644 --- a/src/twomartens/masterthesis/aae/train.py +++ b/src/twomartens/masterthesis/aae/train.py @@ -192,7 +192,7 @@ def train_mnist(folding_id: int, inlier_classes: Sequence[int], total_classes: i os.makedirs(directory) comparison = k.concatenate([x[:64], x_decoded[:64]], axis=0) grid = prepare_image(comparison.cpu(), nrow=64) - summary_ops_v2.image(name='reconstruction_' + str(epoch), tensor=grid, max_images=1) + summary_ops_v2.image(name='reconstruction_' + str(epoch), tensor=k.expand_dims(grid, axis=0), max_images=1) from PIL import Image filename = 'results' + str(inlier_classes[0]) + '/reconstruction_' + str(epoch) + '.png' ndarr = grid.cpu().numpy() @@ -220,7 +220,7 @@ def train_mnist(folding_id: int, inlier_classes: Sequence[int], total_classes: i directory = 'results' + str(inlier_classes[0]) os.makedirs(directory, exist_ok=True) grid = prepare_image(resultsample) - summary_ops_v2.image(name='sample_' + str(epoch), tensor=grid, max_images=1) + summary_ops_v2.image(name='sample_' + str(epoch), tensor=k.expand_dims(grid, axis=0), max_images=1) from PIL import Image filename = 'results' + str(inlier_classes[0]) + '/sample_' + str(epoch) + '.png' ndarr = grid.cpu().numpy()