| # |
| # Copyright (C) 2017 The Android Open Source Project |
| # |
| # Licensed under the Apache License, Version 2.0 (the "License"); |
| # you may not use this file except in compliance with the License. |
| # You may obtain a copy of the License at |
| # |
| # http://www.apache.org/licenses/LICENSE-2.0 |
| # |
| # Unless required by applicable law or agreed to in writing, software |
| # distributed under the License is distributed on an "AS IS" BASIS, |
| # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. |
| # See the License for the specific language governing permissions and |
| # limitations under the License. |
| # |
| |
| lookups = 4 |
| keys = 3 |
| rows = 3 |
| features = 2 |
| |
| table = [x for x in range(rows * features)] |
| for i in range(rows): |
| for j in range(features): |
| table[i * features + j] = i * 10 + j |
| |
| model = Model() |
| |
| # lookup, key, and hits are all int32 stored as float32. |
| lookup = Input("lookup", "TENSOR_FLOAT32", "{%d}" % (lookups)) |
| key = Input("key", "TENSOR_FLOAT32", "{%d}" % (keys)) |
| value = Input("value", "TENSOR_QUANT8_ASYMM", "{%d, %d}, 0.5f, 0" % (rows, features)) |
| output = Output("output", "TENSOR_QUANT8_ASYMM", "{%d, %d}, 0.5f, 0" % (lookups, features)) |
| hits = Output("hits", "TENSOR_FLOAT32", "{%d}" % (lookups)) |
| model = model.Operation("HASHTABLE_LOOKUP", lookup, key, value).To(output) |
| |
| input0 = {lookup: [123, 250, 255, 0], |
| key: [0, 123, 255], |
| value: table} |
| |
| output0 = {output: |
| [ |
| 10, 11, # 2nd item |
| 0, 0, # Not found |
| 20, 21, # 1st item |
| 0, 1, # 0th item |
| ], |
| hits: |
| [ |
| 1, 0, 1, 1, |
| ] |
| } |
| |
| # Instantiate an example |
| Example((input0, output0)) |