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#
# Copyright (C) 2018 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.
#
def test(input0, output0, axes, keep_dims, input_data, output_data):
model = Model().Operation("REDUCE_ANY", input0, axes, keep_dims).To(output0)
Example({
input0: input_data,
output0: output_data,
}, model=model)
# Tests below were adapted from tensorflow/lite/kernels/reduce_test.cc
test(
input0=Input("input0", "TENSOR_BOOL8", "{1}"),
input_data=[False],
axes=[0],
keep_dims=True,
output0=Output("output0", "TENSOR_BOOL8", "{1}"),
output_data=[False],
)
test(
input0=Input("input0", "TENSOR_BOOL8", "{2, 3, 2}"),
input_data=[False, False, False, False, False, False,
False, True, False, False, False, True],
axes=[1, 0, -3, -3],
keep_dims=False,
output0=Output("output0", "TENSOR_BOOL8", "{2}"),
output_data=[False, True],
)
test(
input0=Input("input0", "TENSOR_BOOL8", "{2, 3, 2}"),
input_data=[False, False, False, False, False, False,
False, True, False, False, False, True],
axes=[0, 2],
keep_dims=True,
output0=Output("output0", "TENSOR_BOOL8", "{1, 3, 1}"),
output_data=[True, False, True],
)
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