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
17model = Model()
18i1 = Input("op1", "TENSOR_FLOAT32", "{1, 1, 1, 6}")
19i2 = Output("op2", "TENSOR_FLOAT32", "{1, 1, 1, 6}")
20
21# Color wize (channel-wise) normalization
22model = model.Operation("L2_NORMALIZATION", i1).To(i2)
23model = model.RelaxedExecution(True)
24
25# Example 1. Input in operand 0,
26input0 = {i1:
27          [-1.1, 0.6, 0.7, 1.2, -0.7, 0.1]}
28
29output0 = {i2: # output 0
30           [-0.55, 0.3, 0.35, 0.6, -0.35, 0.05]}
31
32# Instantiate an example
33Example((input0, output0))
34