From f53de2be3c2d472d4da7b516941f96fdc96de915 Mon Sep 17 00:00:00 2001
From: Claudio Michaelis <claudio.michaelis@uni-tuebingen.de>
Date: Tue, 1 Oct 2019 22:28:03 -0400
Subject: [PATCH] Fix robustness data pipeline (#1476)

---
 tools/test_robustness.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/tools/test_robustness.py b/tools/test_robustness.py
index e263215..c0489f3 100644
--- a/tools/test_robustness.py
+++ b/tools/test_robustness.py
@@ -350,9 +350,9 @@ def main():
                     aggregated_results[corruptions[0]][0]
                 continue
 
+            test_data_cfg = copy.deepcopy(cfg.data.test)
             # assign corruption and severity
             if corruption_severity > 0:
-                test_data_cfg = copy.deepcopy(cfg.data.test)
                 corruption_trans = dict(
                     type='Corrupt',
                     corruption=corruption,
@@ -368,7 +368,7 @@ def main():
             # build the dataloader
             # TODO: support multiple images per gpu
             #       (only minor changes are needed)
-            dataset = build_dataset(cfg.data.test)
+            dataset = build_dataset(test_data_cfg)
             data_loader = build_dataloader(
                 dataset,
                 imgs_per_gpu=1,
-- 
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