1#
2# Copyright (C) 2017 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_FLOAT32", "{1, 2, 2, 1}") # input 0
20cons1 = Int32Scalar("cons1", 1)
21pad0 = Int32Scalar("pad0", 0)
22act = Int32Scalar("act", 0)
23i3 = Output("op3", "TENSOR_FLOAT32", "{1, 2, 2, 1}") # output 0
24model = model.Operation("MAX_POOL_2D", i1, pad0, pad0, pad0, pad0, cons1, cons1, cons1, cons1, act).To(i3)
25# Example 1. Input in operand 0,
26input0 = {i1: # input 0
27          [1.0, 2.0, 3.0, 4.0]}
28output0 = {i3: # output 0
29          [1.0, 2.0, 3.0, 4.0]}
30# Instantiate an example
31Example((input0, output0))
32