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
17model = Model()
18in0 = Input("op1", "TENSOR_FLOAT32", "{3, 1}")
19weights = Input("op2", "TENSOR_FLOAT32", "{1, 1}")
20bias = Input("b0", "TENSOR_FLOAT32", "{1}")
21out0 = Output("op3", "TENSOR_FLOAT32", "{3, 1}")
22act = Int32Scalar("act", 0)
23model = model.Operation("FULLY_CONNECTED", in0, weights, bias, act).To(out0)
24
25# Example 1. Input in operand 0,
26input0 = {in0: # input 0
27             [2, 32, 16],
28         weights: [2],
29         bias: [4]}
30output0 = {out0: # output 0
31               [8, 68, 36]}
32
33# Instantiate an example
34Example((input0, output0))
35