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authorTreeHugger Robot <treehugger-gerrit@google.com>2020-03-23 18:56:29 +0000
committerAndroid (Google) Code Review <android-gerrit@google.com>2020-03-23 18:56:29 +0000
commit607b8a40dfab308af7889ce57924d2e97bfbdb41 (patch)
tree70192d0e9ec4fe742b209398d08c04bc77c37488 /nn/runtime/test/specs/V1_3
parentdf1158e4dddb04aec34297404e1e0c3d9d214cf9 (diff)
parentecc3090a7bbba29a237ef7b89bdc7f3e1e24b746 (diff)
downloadml-607b8a40dfab308af7889ce57924d2e97bfbdb41.tar.gz
Merge "Handle unspecified IF operand value" into rvc-dev
Diffstat (limited to 'nn/runtime/test/specs/V1_3')
-rw-r--r--nn/runtime/test/specs/V1_3/if_no_value.mod.py45
1 files changed, 45 insertions, 0 deletions
diff --git a/nn/runtime/test/specs/V1_3/if_no_value.mod.py b/nn/runtime/test/specs/V1_3/if_no_value.mod.py
new file mode 100644
index 000000000..bd9e42c8c
--- /dev/null
+++ b/nn/runtime/test/specs/V1_3/if_no_value.mod.py
@@ -0,0 +1,45 @@
+#
+# Copyright (C) 2020 The Android Open Source Project
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+# http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+#
+
+# Model: z = if (cond) then (x + y) else (x - y)
+# where cond has no value
+
+x_data = [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12]
+y_data = [8, 7, 6, 5, 4, 3, 2, 1, 0, -1, -2, -3]
+
+ValueType = ["TENSOR_FLOAT32", [3, 4]]
+BoolType = ["TENSOR_BOOL8", [1]]
+
+def MakeBranchModel(operation_name):
+ x = Input("x", ValueType)
+ y = Input("y", ValueType)
+ z = Output("z", ValueType)
+ return Model().Operation(operation_name, x, y, 0).To(z)
+
+def Test():
+ x = Input("x", ValueType)
+ y = Input("y", ValueType)
+ z = Output("z", ValueType)
+ cond = Parameter("cond", BoolType, value=None)
+ then_model = MakeBranchModel("ADD")
+ else_model = MakeBranchModel("SUB")
+ model = Model().Operation("IF", cond, then_model, else_model, x, y).To(z)
+ example = Example({x: x_data, y: y_data, z: y_data})
+ example.DisableLifeTimeVariation()
+ example.AddVariations(AllTensorsAsInputsConverter())
+ example.ExpectFailure()
+
+Test()