18c0aac93226fb68c12fb01185f9bb37640b8455eDong Chen# 28c0aac93226fb68c12fb01185f9bb37640b8455eDong Chen# Copyright (C) 2017 The Android Open Source Project 38c0aac93226fb68c12fb01185f9bb37640b8455eDong Chen# 48c0aac93226fb68c12fb01185f9bb37640b8455eDong Chen# Licensed under the Apache License, Version 2.0 (the "License"); 58c0aac93226fb68c12fb01185f9bb37640b8455eDong Chen# you may not use this file except in compliance with the License. 68c0aac93226fb68c12fb01185f9bb37640b8455eDong Chen# You may obtain a copy of the License at 78c0aac93226fb68c12fb01185f9bb37640b8455eDong Chen# 88c0aac93226fb68c12fb01185f9bb37640b8455eDong Chen# http://www.apache.org/licenses/LICENSE-2.0 98c0aac93226fb68c12fb01185f9bb37640b8455eDong Chen# 108c0aac93226fb68c12fb01185f9bb37640b8455eDong Chen# Unless required by applicable law or agreed to in writing, software 118c0aac93226fb68c12fb01185f9bb37640b8455eDong Chen# distributed under the License is distributed on an "AS IS" BASIS, 128c0aac93226fb68c12fb01185f9bb37640b8455eDong Chen# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. 138c0aac93226fb68c12fb01185f9bb37640b8455eDong Chen# See the License for the specific language governing permissions and 148c0aac93226fb68c12fb01185f9bb37640b8455eDong Chen# limitations under the License. 158c0aac93226fb68c12fb01185f9bb37640b8455eDong Chen# 168c0aac93226fb68c12fb01185f9bb37640b8455eDong Chen 178c0aac93226fb68c12fb01185f9bb37640b8455eDong Chen# model 188c0aac93226fb68c12fb01185f9bb37640b8455eDong Chenmodel = Model() 198c0aac93226fb68c12fb01185f9bb37640b8455eDong Cheni1 = Input("op1", "TENSOR_QUANT8_ASYMM", "{1, 2, 2, 1}, 0.5f, 0") # input 0 208c0aac93226fb68c12fb01185f9bb37640b8455eDong Cheni2 = Output("op2", "TENSOR_QUANT8_ASYMM", "{1, 2, 2, 1}, 0.5f, 0") # output 0 218c0aac93226fb68c12fb01185f9bb37640b8455eDong Chenmodel = model.Operation("RELU6", i1).To(i2) 228c0aac93226fb68c12fb01185f9bb37640b8455eDong Chen 238c0aac93226fb68c12fb01185f9bb37640b8455eDong Chen# Example 1. Input in operand 0, 248c0aac93226fb68c12fb01185f9bb37640b8455eDong Cheninput0 = {i1: # input 0 258c0aac93226fb68c12fb01185f9bb37640b8455eDong Chen [0, 1, 11, 12]} 268c0aac93226fb68c12fb01185f9bb37640b8455eDong Chenoutput0 = {i2: # output 0 278c0aac93226fb68c12fb01185f9bb37640b8455eDong Chen [0, 1, 11, 12]} 288c0aac93226fb68c12fb01185f9bb37640b8455eDong Chen# Instantiate an example 298c0aac93226fb68c12fb01185f9bb37640b8455eDong ChenExample((input0, output0)) 308c0aac93226fb68c12fb01185f9bb37640b8455eDong Chen 318c0aac93226fb68c12fb01185f9bb37640b8455eDong Chen# Example 2. Input in operand 0, 328c0aac93226fb68c12fb01185f9bb37640b8455eDong Cheninput1 = {i1: # input 0 338c0aac93226fb68c12fb01185f9bb37640b8455eDong Chen [13, 14, 254, 255]} 348c0aac93226fb68c12fb01185f9bb37640b8455eDong Chenoutput1 = {i2: # output 0 358c0aac93226fb68c12fb01185f9bb37640b8455eDong Chen [12, 12, 12, 12]} 368c0aac93226fb68c12fb01185f9bb37640b8455eDong Chen# Instantiate an example 378c0aac93226fb68c12fb01185f9bb37640b8455eDong ChenExample((input1, output1)) 38