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      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 
     17 # model
     18 model = Model()
     19 
     20 i1 = Input("op1", "TENSOR_FLOAT32", "{1, 2, 2, 1}")
     21 i3 = Output("op3", "TENSOR_FLOAT32", "{1, 2, 2, 1}")
     22 model = model.Operation("LOGISTIC", i1).To(i3)
     23 
     24 # Example 1. Input in operand 0,
     25 input0 = {i1: # input 0
     26           [1.0, 2.0, 4.0, 8.0]}
     27 
     28 output0 = {i3: # output 0
     29            [0.73105859756469727,
     30             0.88079702854156494,
     31             0.9820137619972229,
     32             0.99966466426849365]}
     33 
     34 # Instantiate an example
     35 Example((input0, output0))
     36