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 = Model() 18 i1 = Input("op1", "TENSOR_FLOAT32", "{1, 1, 1, 6}") 19 i2 = Output("op2", "TENSOR_FLOAT32", "{1, 1, 1, 6}") 20 21 # Color wize (channel-wise) normalization 22 model = model.Operation("L2_NORMALIZATION", i1).To(i2) 23 model = model.RelaxedExecution(True) 24 25 # Example 1. Input in operand 0, 26 input0 = {i1: 27 [-1.1, 0.6, 0.7, 1.2, -0.7, 0.1]} 28 29 output0 = {i2: # output 0 30 [-0.55, 0.3, 0.35, 0.6, -0.35, 0.05]} 31 32 # Instantiate an example 33 Example((input0, output0)) 34
