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Diffstat (limited to 'nn/runtime/test/specs/V1_3/if_simple.mod.py')
-rw-r--r-- | nn/runtime/test/specs/V1_3/if_simple.mod.py | 46 |
1 files changed, 46 insertions, 0 deletions
diff --git a/nn/runtime/test/specs/V1_3/if_simple.mod.py b/nn/runtime/test/specs/V1_3/if_simple.mod.py new file mode 100644 index 000000000..384bc2cf7 --- /dev/null +++ b/nn/runtime/test/specs/V1_3/if_simple.mod.py @@ -0,0 +1,46 @@ +# +# 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 (x) then (y + 100) else (y - 100) + +input_data = [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12] +output_add = [y + 100 for y in input_data] +output_sub = [y - 100 for y in input_data] + +ValueType = ["TENSOR_FLOAT32", "{3, 4}"] +BoolType = ["TENSOR_BOOL8", "{1}"] + +def MakeBranchModel(operation_name): + y = Input("y", ValueType) + z = Output("z", ValueType) + return Model().Operation(operation_name, y, [100.0], 0).To(z) + +x = Input("x", BoolType) +y = Input("y", ValueType) +z = Output("z", ValueType) +then_model = MakeBranchModel("ADD") +else_model = MakeBranchModel("SUB") +model = Model().Operation("IF", x, then_model, else_model, y).To(z) + +Example({x: [True], y: input_data, z: output_add}, name="true", model=model) +Example({x: [False], y: input_data, z: output_sub}, name="false", model=model) + +# Test with multiple references to the same referenced model. +model = Model(name="same_branch_model") +model.Operation("IF", x, then_model, then_model, y).To(z) + +Example({x: [True], y: input_data, z: output_add}, name="true", model=model) +Example({x: [False], y: input_data, z: output_add}, name="false", model=model) |