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