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("AVERAGE_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 [44, 92]} 30# Instantiate an example 31Example((input0, output0)) 32