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
17# model
18model = Model()
19i1 = Input("op1", "TENSOR_QUANT8_ASYMM", "{1, 2, 4, 1}, 0.0625f, 0") # input 0
20cons2 = Int32Scalar("cons2", 2)
21pad_same = Int32Scalar("pad_same", 1)
22act_none = Int32Scalar("act_none", 0)
23i3 = Output("op3", "TENSOR_QUANT8_ASYMM", "{1, 1, 2, 1}, 0.0625f, 0") # output 0
24model = model.Operation("MAX_POOL_2D", i1, pad_same, cons2, cons2, cons2, cons2, act_none).To(i3)
25# Example 1. Input in operand 0,
26input0 = {i1: # input 0
27          [0, 96, 32, 64, 48, 32, 160, 112]}
28output0 = {i3: # output 0
29          [96, 160]}
30# Instantiate an example
31Example((input0, output0))
32