1#
2# Copyright (C) 2018 The Android Open Source Project
3#
4# Licensed under the Apache License, Version 2.0 (the "License");
5# you may not use this file except in compliance with the License.
6# You may obtain a copy of the License at
7#
8#      http://www.apache.org/licenses/LICENSE-2.0
9#
10# Unless required by applicable law or agreed to in writing, software
11# distributed under the License is distributed on an "AS IS" BASIS,
12# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
13# See the License for the specific language governing permissions and
14# limitations under the License.
15#
16
17model = Model()
18i1 = Input("input", "TENSOR_FLOAT32", "{1, 5, 2, 1}")
19block = Parameter("block_size", "TENSOR_INT32", "{2}", [3, 2])
20paddings = Parameter("paddings", "TENSOR_INT32", "{2, 2}", [1, 0, 2, 0])
21output = Output("output", "TENSOR_FLOAT32", "{6, 2, 2, 1}")
22
23model = model.Operation("SPACE_TO_BATCH_ND", i1, block, paddings).To(output)
24model = model.RelaxedExecution(True)
25
26# Example 1. Input in operand 0,
27input0 = {i1: # input 0
28          [1, 2, 3, 4, 5, 6, 7, 8, 9, 10]}
29
30output0 = {output: # output 0
31           [0, 0, 0, 5, 0, 0, 0, 6, 0, 1, 0, 7,
32            0, 2, 0, 8, 0, 3, 0, 9, 0, 4, 0, 10]}
33
34# Instantiate an example
35Example((input0, output0))
36