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()
19
20i1 = Input("input", "TENSOR_FLOAT32", "{1, 4}") # batch = 1, depth = 1
21beta = Float32Scalar("beta", 0.000001)
22output = Output("output", "TENSOR_FLOAT32", "{1, 4}")
23
24# model 1
25model = model.Operation("SOFTMAX", i1, beta).To(output)
26model = model.RelaxedExecution(True)
27
28# Example 1. Input in operand 0,
29input0 = {i1: [1., 2., 10., 20.]}
30
31output0 = {output: [.25, .25, .25, .25]}
32
33# Instantiate an example
34Example((input0, output0))
35