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 input0 = Input("input0", "TENSOR_FLOAT32", "{3}") 18 multipliers = Input("multipliers", "TENSOR_INT32", "{1}") 19 output0 = Output("output0", "TENSOR_FLOAT32", "{6}") 20 21 model = Model().Operation("TILE", input0, multipliers).To(output0) 22 23 input_values = [1.2, -3.4, 5.6] 24 multiplier_values = [2] 25 output_values = input_values + input_values 26 27 quant8 = DataTypeConverter().Identify({ 28 input0: ["TENSOR_QUANT8_ASYMM", 0.5, 127], 29 output0: ["TENSOR_QUANT8_ASYMM", 0.5, 127], 30 }) 31 32 float16 = DataTypeConverter().Identify({ 33 input0: ["TENSOR_FLOAT16"], 34 output0: ["TENSOR_FLOAT16"], 35 }) 36 37 Example({ 38 input0: input_values, 39 multipliers: multiplier_values, 40 output0: output_values, 41 }).AddVariations("relaxed", float16, quant8) 42
