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 18 model = Model() 19 i1 = Input("op1", "TENSOR_QUANT8_ASYMM", "{1, 2, 2, 1}, 0.5f, 0") 20 cons1 = Int32Scalar("cons1", 1) 21 pad0 = Int32Scalar("pad0", 0) 22 act = Int32Scalar("act", 0) 23 o = Output("op3", "TENSOR_QUANT8_ASYMM", "{1, 2, 2, 1}, 0.5f, 0") 24 model = model.Operation("AVERAGE_POOL_2D", i1, pad0, pad0, pad0, pad0, cons1, cons1, cons1, cons1, act).To(o) 25 26 # Example 1. Input in operand 0, 27 input0 = {i1: # input 0 28 [1, 2, 3, 4]} 29 30 output0 = {o: # output 0 31 [1, 2, 3, 4]} 32 33 # Instantiate an example 34 Example((input0, output0)) 35
