1ad1af843de16e98b215782f881985d08f0b03b98Michael Butler# 2ad1af843de16e98b215782f881985d08f0b03b98Michael Butler# Copyright (C) 2018 The Android Open Source Project 3ad1af843de16e98b215782f881985d08f0b03b98Michael Butler# 4ad1af843de16e98b215782f881985d08f0b03b98Michael Butler# Licensed under the Apache License, Version 2.0 (the "License"); 5ad1af843de16e98b215782f881985d08f0b03b98Michael Butler# you may not use this file except in compliance with the License. 6ad1af843de16e98b215782f881985d08f0b03b98Michael Butler# You may obtain a copy of the License at 7ad1af843de16e98b215782f881985d08f0b03b98Michael Butler# 8ad1af843de16e98b215782f881985d08f0b03b98Michael Butler# http://www.apache.org/licenses/LICENSE-2.0 9ad1af843de16e98b215782f881985d08f0b03b98Michael Butler# 10ad1af843de16e98b215782f881985d08f0b03b98Michael Butler# Unless required by applicable law or agreed to in writing, software 11ad1af843de16e98b215782f881985d08f0b03b98Michael Butler# distributed under the License is distributed on an "AS IS" BASIS, 12ad1af843de16e98b215782f881985d08f0b03b98Michael Butler# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. 13ad1af843de16e98b215782f881985d08f0b03b98Michael Butler# See the License for the specific language governing permissions and 14ad1af843de16e98b215782f881985d08f0b03b98Michael Butler# limitations under the License. 15ad1af843de16e98b215782f881985d08f0b03b98Michael Butler# 16ad1af843de16e98b215782f881985d08f0b03b98Michael Butler 17ad1af843de16e98b215782f881985d08f0b03b98Michael Butler# model 18ad1af843de16e98b215782f881985d08f0b03b98Michael Butlermodel = Model() 19ad1af843de16e98b215782f881985d08f0b03b98Michael Butleri1 = Input("op1", "TENSOR_FLOAT32", "{1, 2, 2, 2}") 20ad1af843de16e98b215782f881985d08f0b03b98Michael Butleri2 = Output("op2", "TENSOR_FLOAT32", "{1, 3, 3, 2}") 21ad1af843de16e98b215782f881985d08f0b03b98Michael Butlerh = Int32Scalar("height", 3) # an int32_t scalar bias 22ad1af843de16e98b215782f881985d08f0b03b98Michael Butlerw = Int32Scalar("width", 3) 23ad1af843de16e98b215782f881985d08f0b03b98Michael Butlermodel = model.Operation("RESIZE_BILINEAR", i1, h, w).To(i2) 24ad1af843de16e98b215782f881985d08f0b03b98Michael Butlermodel = model.RelaxedExecution(True) 25ad1af843de16e98b215782f881985d08f0b03b98Michael Butler 26ad1af843de16e98b215782f881985d08f0b03b98Michael Butler# Example 1. Input in operand 0, 27ad1af843de16e98b215782f881985d08f0b03b98Michael Butlerinput0 = {i1: # input 0 28ad1af843de16e98b215782f881985d08f0b03b98Michael Butler [3, 4, 6, 10, 9, 10, 12, 16]} 29ad1af843de16e98b215782f881985d08f0b03b98Michael Butleroutput0 = {i2: # output 0 30ad1af843de16e98b215782f881985d08f0b03b98Michael Butler [3, 4, 5, 8, 6, 10, 31ad1af843de16e98b215782f881985d08f0b03b98Michael Butler 7, 8, 9, 12, 10, 14, 32ad1af843de16e98b215782f881985d08f0b03b98Michael Butler 9, 10, 11, 14, 12, 16,]} 33ad1af843de16e98b215782f881985d08f0b03b98Michael Butler 34ad1af843de16e98b215782f881985d08f0b03b98Michael Butler# Instantiate an example 35ad1af843de16e98b215782f881985d08f0b03b98Michael ButlerExample((input0, output0)) 36