[Minor need to be in 1.5]Fix an issue in NMS test data which introduc…

…e wrong shape. (onnx#1953) * 1. Fix an issue in NMS test data which introduce wrong shape. 2. Add node test data for NMS * Update docs * update data type to int64 for output selected_indices in shape inference * update format * format
oscar-stripe · Apr 22, 2019 · 0e8d2bc · 0e8d2bc
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diff --git a/docs/Operators.md b/docs/Operators.md
@@ -8004,23 +8004,20 @@ node = onnx.helper.make_node(
     inputs=['boxes', 'scores', 'max_output_boxes_per_class', 'iou_threshold', 'score_threshold'],
     outputs=['selected_indices']
 )
-boxes = np.array([[
-    [0.0, 0.0, 1.0, 1.0],
-    [0.0, 0.1, 1.0, 1.1],
-    [0.0, -0.1, 1.0, 0.9],
-    [0.0, 10.0, 1.0, 11.0],
-    [0.0, 10.1, 1.0, 11.1],
-    [0.0, 100.0, 1.0, 101.0],
-
-    [0.0, 0.0, 1.0, 1.0],
-    [0.0, 0.1, 1.0, 1.1],
-    [0.0, -0.1, 1.0, 0.9],
-    [0.0, 10.0, 1.0, 11.0],
-    [0.0, 10.1, 1.0, 11.1],
-    [0.0, 100.0, 1.0, 101.0]
-]]).astype(np.float32)
-scores = np.array([[[0.9, 0.75, 0.6, 0.95, 0.5, 0.3],
-                    [0.9, 0.75, 0.6, 0.95, 0.5, 0.3]]]).astype(np.float32)
+boxes = np.array([[[0.0, 0.0, 1.0, 1.0],
+                   [0.0, 0.1, 1.0, 1.1],
+                   [0.0, -0.1, 1.0, 0.9],
+                   [0.0, 10.0, 1.0, 11.0],
+                   [0.0, 10.1, 1.0, 11.1],
+                   [0.0, 100.0, 1.0, 101.0]],
+                  [[0.0, 0.0, 1.0, 1.0],
+                   [0.0, 0.1, 1.0, 1.1],
+                   [0.0, -0.1, 1.0, 0.9],
+                   [0.0, 10.0, 1.0, 11.0],
+                   [0.0, 10.1, 1.0, 11.1],
+                   [0.0, 100.0, 1.0, 101.0]]]).astype(np.float32)
+scores = np.array([[[0.9, 0.75, 0.6, 0.95, 0.5, 0.3]],
+                   [[0.9, 0.75, 0.6, 0.95, 0.5, 0.3]]]).astype(np.float32)
 max_output_boxes_per_class = np.array([2]).astype(np.int64)
 iou_threshold = np.array([0.5]).astype(np.float32)
 score_threshold = np.array([0.0]).astype(np.float32)

diff --git a/docs/TestCoverage.md b/docs/TestCoverage.md
@@ -4242,23 +4242,20 @@ node = onnx.helper.make_node(
     inputs=['boxes', 'scores', 'max_output_boxes_per_class', 'iou_threshold', 'score_threshold'],
     outputs=['selected_indices']
 )
-boxes = np.array([[
-    [0.0, 0.0, 1.0, 1.0],
-    [0.0, 0.1, 1.0, 1.1],
-    [0.0, -0.1, 1.0, 0.9],
-    [0.0, 10.0, 1.0, 11.0],
-    [0.0, 10.1, 1.0, 11.1],
-    [0.0, 100.0, 1.0, 101.0],
-
-    [0.0, 0.0, 1.0, 1.0],
-    [0.0, 0.1, 1.0, 1.1],
-    [0.0, -0.1, 1.0, 0.9],
-    [0.0, 10.0, 1.0, 11.0],
-    [0.0, 10.1, 1.0, 11.1],
-    [0.0, 100.0, 1.0, 101.0]
-]]).astype(np.float32)
-scores = np.array([[[0.9, 0.75, 0.6, 0.95, 0.5, 0.3],
-                    [0.9, 0.75, 0.6, 0.95, 0.5, 0.3]]]).astype(np.float32)
+boxes = np.array([[[0.0, 0.0, 1.0, 1.0],
+                   [0.0, 0.1, 1.0, 1.1],
+                   [0.0, -0.1, 1.0, 0.9],
+                   [0.0, 10.0, 1.0, 11.0],
+                   [0.0, 10.1, 1.0, 11.1],
+                   [0.0, 100.0, 1.0, 101.0]],
+                  [[0.0, 0.0, 1.0, 1.0],
+                   [0.0, 0.1, 1.0, 1.1],
+                   [0.0, -0.1, 1.0, 0.9],
+                   [0.0, 10.0, 1.0, 11.0],
+                   [0.0, 10.1, 1.0, 11.1],
+                   [0.0, 100.0, 1.0, 101.0]]]).astype(np.float32)
+scores = np.array([[[0.9, 0.75, 0.6, 0.95, 0.5, 0.3]],
+                   [[0.9, 0.75, 0.6, 0.95, 0.5, 0.3]]]).astype(np.float32)
 max_output_boxes_per_class = np.array([2]).astype(np.int64)
 iou_threshold = np.array([0.5]).astype(np.float32)
 score_threshold = np.array([0.0]).astype(np.float32)

diff --git a/onnx/backend/test/case/node/nonmaxsuppression.py b/onnx/backend/test/case/node/nonmaxsuppression.py
@@ -205,23 +205,20 @@ def export_nonmaxsuppression_two_batches():  # type: () -> None
             inputs=['boxes', 'scores', 'max_output_boxes_per_class', 'iou_threshold', 'score_threshold'],
             outputs=['selected_indices']
         )
-        boxes = np.array([[
-            [0.0, 0.0, 1.0, 1.0],
-            [0.0, 0.1, 1.0, 1.1],
-            [0.0, -0.1, 1.0, 0.9],
-            [0.0, 10.0, 1.0, 11.0],
-            [0.0, 10.1, 1.0, 11.1],
-            [0.0, 100.0, 1.0, 101.0],
-
-            [0.0, 0.0, 1.0, 1.0],
-            [0.0, 0.1, 1.0, 1.1],
-            [0.0, -0.1, 1.0, 0.9],
-            [0.0, 10.0, 1.0, 11.0],
-            [0.0, 10.1, 1.0, 11.1],
-            [0.0, 100.0, 1.0, 101.0]
-        ]]).astype(np.float32)
-        scores = np.array([[[0.9, 0.75, 0.6, 0.95, 0.5, 0.3],
-                            [0.9, 0.75, 0.6, 0.95, 0.5, 0.3]]]).astype(np.float32)
+        boxes = np.array([[[0.0, 0.0, 1.0, 1.0],
+                           [0.0, 0.1, 1.0, 1.1],
+                           [0.0, -0.1, 1.0, 0.9],
+                           [0.0, 10.0, 1.0, 11.0],
+                           [0.0, 10.1, 1.0, 11.1],
+                           [0.0, 100.0, 1.0, 101.0]],
+                          [[0.0, 0.0, 1.0, 1.0],
+                           [0.0, 0.1, 1.0, 1.1],
+                           [0.0, -0.1, 1.0, 0.9],
+                           [0.0, 10.0, 1.0, 11.0],
+                           [0.0, 10.1, 1.0, 11.1],
+                           [0.0, 100.0, 1.0, 101.0]]]).astype(np.float32)
+        scores = np.array([[[0.9, 0.75, 0.6, 0.95, 0.5, 0.3]],
+                           [[0.9, 0.75, 0.6, 0.95, 0.5, 0.3]]]).astype(np.float32)
         max_output_boxes_per_class = np.array([2]).astype(np.int64)
         iou_threshold = np.array([0.5]).astype(np.float32)
         score_threshold = np.array([0.0]).astype(np.float32)

diff --git a/onnx/backend/test/data/node/test_nonmaxsuppression_center_point_box_format/model.onnx b/onnx/backend/test/data/node/test_nonmaxsuppression_center_point_box_format/model.onnx
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diff --git a/.../test/data/node/test_nonmaxsuppression_center_point_box_format/test_data_set_0/input_0.pb b/.../test/data/node/test_nonmaxsuppression_center_point_box_format/test_data_set_0/input_0.pb
diff --git a/.../test/data/node/test_nonmaxsuppression_center_point_box_format/test_data_set_0/input_1.pb b/.../test/data/node/test_nonmaxsuppression_center_point_box_format/test_data_set_0/input_1.pb
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diff --git a/.../test/data/node/test_nonmaxsuppression_center_point_box_format/test_data_set_0/input_3.pb b/.../test/data/node/test_nonmaxsuppression_center_point_box_format/test_data_set_0/input_3.pb
diff --git a/.../test/data/node/test_nonmaxsuppression_center_point_box_format/test_data_set_0/input_4.pb b/.../test/data/node/test_nonmaxsuppression_center_point_box_format/test_data_set_0/input_4.pb
diff --git a/...test/data/node/test_nonmaxsuppression_center_point_box_format/test_data_set_0/output_0.pb b/...test/data/node/test_nonmaxsuppression_center_point_box_format/test_data_set_0/output_0.pb
diff --git a/onnx/backend/test/data/node/test_nonmaxsuppression_flipped_coordinates/model.onnx b/onnx/backend/test/data/node/test_nonmaxsuppression_flipped_coordinates/model.onnx
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diff --git a/...end/test/data/node/test_nonmaxsuppression_flipped_coordinates/test_data_set_0/output_0.pb b/...end/test/data/node/test_nonmaxsuppression_flipped_coordinates/test_data_set_0/output_0.pb
diff --git a/onnx/backend/test/data/node/test_nonmaxsuppression_identical_boxes/model.onnx b/onnx/backend/test/data/node/test_nonmaxsuppression_identical_boxes/model.onnx
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diff --git a/.../backend/test/data/node/test_nonmaxsuppression_identical_boxes/test_data_set_0/input_0.pb b/.../backend/test/data/node/test_nonmaxsuppression_identical_boxes/test_data_set_0/input_0.pb
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diff --git a/onnx/backend/test/data/node/test_nonmaxsuppression_limit_output_size/model.onnx b/onnx/backend/test/data/node/test_nonmaxsuppression_limit_output_size/model.onnx
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diff --git a/onnx/backend/test/data/node/test_nonmaxsuppression_single_box/test_data_set_0/input_0.pb b/onnx/backend/test/data/node/test_nonmaxsuppression_single_box/test_data_set_0/input_0.pb
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diff --git a/onnx/backend/test/data/node/test_nonmaxsuppression_single_box/test_data_set_0/input_4.pb b/onnx/backend/test/data/node/test_nonmaxsuppression_single_box/test_data_set_0/input_4.pb
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diff --git a/onnx/backend/test/data/node/test_nonmaxsuppression_suppress_by_IOU/model.onnx b/onnx/backend/test/data/node/test_nonmaxsuppression_suppress_by_IOU/model.onnx
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diff --git a/onnx/backend/test/data/node/test_nonmaxsuppression_suppress_by_IOU_and_scores/model.onnx b/onnx/backend/test/data/node/test_nonmaxsuppression_suppress_by_IOU_and_scores/model.onnx
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diff --git a/...st/data/node/test_nonmaxsuppression_suppress_by_IOU_and_scores/test_data_set_0/input_0.pb b/...st/data/node/test_nonmaxsuppression_suppress_by_IOU_and_scores/test_data_set_0/input_0.pb
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diff --git a/...st/data/node/test_nonmaxsuppression_suppress_by_IOU_and_scores/test_data_set_0/input_3.pb b/...st/data/node/test_nonmaxsuppression_suppress_by_IOU_and_scores/test_data_set_0/input_3.pb
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diff --git a/onnx/backend/test/data/node/test_nonmaxsuppression_two_batches/model.onnx b/onnx/backend/test/data/node/test_nonmaxsuppression_two_batches/model.onnx
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diff --git a/onnx/backend/test/data/node/test_nonmaxsuppression_two_batches/test_data_set_0/input_0.pb b/onnx/backend/test/data/node/test_nonmaxsuppression_two_batches/test_data_set_0/input_0.pb
diff --git a/onnx/backend/test/data/node/test_nonmaxsuppression_two_batches/test_data_set_0/input_1.pb b/onnx/backend/test/data/node/test_nonmaxsuppression_two_batches/test_data_set_0/input_1.pb
diff --git a/onnx/backend/test/data/node/test_nonmaxsuppression_two_batches/test_data_set_0/input_2.pb b/onnx/backend/test/data/node/test_nonmaxsuppression_two_batches/test_data_set_0/input_2.pb
diff --git a/onnx/backend/test/data/node/test_nonmaxsuppression_two_batches/test_data_set_0/input_3.pb b/onnx/backend/test/data/node/test_nonmaxsuppression_two_batches/test_data_set_0/input_3.pb
diff --git a/onnx/backend/test/data/node/test_nonmaxsuppression_two_batches/test_data_set_0/input_4.pb b/onnx/backend/test/data/node/test_nonmaxsuppression_two_batches/test_data_set_0/input_4.pb
diff --git a/onnx/backend/test/data/node/test_nonmaxsuppression_two_batches/test_data_set_0/output_0.pb b/onnx/backend/test/data/node/test_nonmaxsuppression_two_batches/test_data_set_0/output_0.pb