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authorSlava Shklyaev <slavash@google.com>2020-02-19 11:19:58 +0000
committerAndroid (Google) Code Review <android-gerrit@google.com>2020-02-19 11:19:58 +0000
commit45d2e1d14efd990ca4d01740a0f75006ea69824b (patch)
tree79a1d9c2d28523e759f8fa551eb28a6363156365 /nn/runtime/test/specs/V1_3
parent74beab8f0cbfe887e40fb99492a34e9a5a9b39c6 (diff)
parentd5b4cbd3afc6d86a4415fdbbb15661180064099c (diff)
downloadml-45d2e1d14efd990ca4d01740a0f75006ea69824b.tar.gz
Merge "Add generated infinite loop test"
Diffstat (limited to 'nn/runtime/test/specs/V1_3')
-rw-r--r--nn/runtime/test/specs/V1_3/while_infinite_loop.mod.py57
1 files changed, 57 insertions, 0 deletions
diff --git a/nn/runtime/test/specs/V1_3/while_infinite_loop.mod.py b/nn/runtime/test/specs/V1_3/while_infinite_loop.mod.py
new file mode 100644
index 000000000..e322123c4
--- /dev/null
+++ b/nn/runtime/test/specs/V1_3/while_infinite_loop.mod.py
@@ -0,0 +1,57 @@
+#
+# 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: given n <= 1.0, never returns.
+# Expected result: execution aborted after a timeout.
+#
+# i = 1.0
+# while i >= n:
+# i = i + 1.0
+
+CounterType = ["TENSOR_FLOAT32", "{1}"]
+BoolType = ["TENSOR_BOOL8", "{1}"]
+
+def MakeConditionModel():
+ i = Input("i", CounterType)
+ n = Input("n", CounterType)
+ out = Output("out", BoolType)
+ model = Model()
+ model.IdentifyInputs(i, n)
+ model.IdentifyOutputs(out)
+ model.Operation("GREATER_EQUAL", i, n).To(out)
+ return model
+
+def MakeBodyModel():
+ i = Input("i", CounterType)
+ n = Input("n", CounterType)
+ i_out = Output("i_out", CounterType)
+ model = Model()
+ model.IdentifyInputs(i, n)
+ model.IdentifyOutputs(i_out)
+ model.Operation("ADD", i, [1.0], 0).To(i_out)
+ return model
+
+n = Input("n", CounterType)
+i_out = Output("i_out", CounterType)
+cond = MakeConditionModel()
+body = MakeBodyModel()
+i_init = [1.0]
+model = Model().Operation("WHILE", cond, body, i_init, n).To(i_out)
+
+example = Example({n: [0.0], i_out: [999.9]}, model=model)
+example.DisableLifeTimeVariation()
+example.DisableDynamicOutputShapeVariation()
+example.ExpectFailure()