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", "{2, 5}") # batch = 2, depth = 5
21beta = Float32Scalar("beta", 1.)
22output = Output("output", "TENSOR_FLOAT32", "{2, 5}")
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:
30          [1., 2., 3., 4., 5.,
31           -1., -2., -3., -4., -5.]}
32
33output0 = {output:
34           [0.011656231, 0.031684921, 0.086128544, 0.234121657, 0.636408647,
35            0.636408647, 0.234121657, 0.086128544, 0.031684921, 0.011656231]}
36
37# Instantiate an example
38Example((input0, output0))
39