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path: root/tests/nnapi/specs/V1_2/split_float_5_axis_as_input_nnfw.mod.py
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#
# Copyright (C) 2020 Samsung Electronics Co., Ltd. All Rights Reserved
# 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.
#

# model
input0 = Input("input0", "TENSOR_FLOAT32", "{2, 2, 2}")
axis = Input("axis", "TENSOR_INT32", "{}")
num_splits = Int32Scalar("num_splits", 2)
output0 = Output("output0", "TENSOR_FLOAT32", "{2, 1, 2}")
output1 = Output("output1", "TENSOR_FLOAT32", "{2, 1, 2}")

model = Model().Operation("SPLIT", input0, axis, num_splits).To((output0, output1))

# Example 1.
input_dict = {
    input0: [1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0],
    axis: [-2]
}
output_dict = {
    output0: [1.0, 2.0, 5.0, 6.0],
    output1: [3.0, 4.0, 7.0, 8.0],
}

# Instantiate an example
Example((input_dict, output_dict)).AddVariations("relaxed", "float16")