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