19018b4b3cbc3dc8d29f771ccf2aa09fe5748cf02Yang Ni# 29018b4b3cbc3dc8d29f771ccf2aa09fe5748cf02Yang Ni# Copyright (C) 2017 The Android Open Source Project 39018b4b3cbc3dc8d29f771ccf2aa09fe5748cf02Yang Ni# 49018b4b3cbc3dc8d29f771ccf2aa09fe5748cf02Yang Ni# Licensed under the Apache License, Version 2.0 (the "License"); 59018b4b3cbc3dc8d29f771ccf2aa09fe5748cf02Yang Ni# you may not use this file except in compliance with the License. 69018b4b3cbc3dc8d29f771ccf2aa09fe5748cf02Yang Ni# You may obtain a copy of the License at 79018b4b3cbc3dc8d29f771ccf2aa09fe5748cf02Yang Ni# 89018b4b3cbc3dc8d29f771ccf2aa09fe5748cf02Yang Ni# http://www.apache.org/licenses/LICENSE-2.0 99018b4b3cbc3dc8d29f771ccf2aa09fe5748cf02Yang Ni# 109018b4b3cbc3dc8d29f771ccf2aa09fe5748cf02Yang Ni# Unless required by applicable law or agreed to in writing, software 119018b4b3cbc3dc8d29f771ccf2aa09fe5748cf02Yang Ni# distributed under the License is distributed on an "AS IS" BASIS, 129018b4b3cbc3dc8d29f771ccf2aa09fe5748cf02Yang Ni# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. 139018b4b3cbc3dc8d29f771ccf2aa09fe5748cf02Yang Ni# See the License for the specific language governing permissions and 149018b4b3cbc3dc8d29f771ccf2aa09fe5748cf02Yang Ni# limitations under the License. 159018b4b3cbc3dc8d29f771ccf2aa09fe5748cf02Yang Ni# 169018b4b3cbc3dc8d29f771ccf2aa09fe5748cf02Yang Ni 179018b4b3cbc3dc8d29f771ccf2aa09fe5748cf02Yang Nilookups = 4 189018b4b3cbc3dc8d29f771ccf2aa09fe5748cf02Yang Nikeys = 3 199018b4b3cbc3dc8d29f771ccf2aa09fe5748cf02Yang Nirows = 3 209018b4b3cbc3dc8d29f771ccf2aa09fe5748cf02Yang Nifeatures = 2 219018b4b3cbc3dc8d29f771ccf2aa09fe5748cf02Yang Ni 229018b4b3cbc3dc8d29f771ccf2aa09fe5748cf02Yang Nitable = [x for x in range(rows * features)] 239018b4b3cbc3dc8d29f771ccf2aa09fe5748cf02Yang Nifor i in range(rows): 249018b4b3cbc3dc8d29f771ccf2aa09fe5748cf02Yang Ni for j in range(features): 2592f7fdf622816274b89feca200c5413ebed3249fDong Chen table[i * features + j] = i * 10 + j 269018b4b3cbc3dc8d29f771ccf2aa09fe5748cf02Yang Ni 279018b4b3cbc3dc8d29f771ccf2aa09fe5748cf02Yang Nimodel = Model() 289018b4b3cbc3dc8d29f771ccf2aa09fe5748cf02Yang Ni 297da2c9a54b25fd15546d6f99eba06dff1ac9a862Yang Nilookup = Input("lookup", "TENSOR_INT32", "{%d}" % (lookups)) 307da2c9a54b25fd15546d6f99eba06dff1ac9a862Yang Nikey = Input("key", "TENSOR_INT32", "{%d}" % (keys)) 3145bf79e5b9fee354fde7c1f64417d9ca4a1da7daMiao Wangvalue = Input("value", "TENSOR_QUANT8_ASYMM", "{%d, %d}, 0.5f, 0" % (rows, features)) 3245bf79e5b9fee354fde7c1f64417d9ca4a1da7daMiao Wangoutput = Output("output", "TENSOR_QUANT8_ASYMM", "{%d, %d}, 0.5f, 0" % (lookups, features)) 337da2c9a54b25fd15546d6f99eba06dff1ac9a862Yang Nihits = Output("hits", "TENSOR_QUANT8_ASYMM", "{%d}, 1.f, 0" % (lookups)) 347da2c9a54b25fd15546d6f99eba06dff1ac9a862Yang Nimodel = model.Operation("HASHTABLE_LOOKUP", lookup, key, value).To([output, hits]) 359018b4b3cbc3dc8d29f771ccf2aa09fe5748cf02Yang Ni 3692f7fdf622816274b89feca200c5413ebed3249fDong Cheninput0 = {lookup: [123, 250, 255, 0], 3792f7fdf622816274b89feca200c5413ebed3249fDong Chen key: [0, 123, 255], 389018b4b3cbc3dc8d29f771ccf2aa09fe5748cf02Yang Ni value: table} 399018b4b3cbc3dc8d29f771ccf2aa09fe5748cf02Yang Ni 409018b4b3cbc3dc8d29f771ccf2aa09fe5748cf02Yang Nioutput0 = {output: 419018b4b3cbc3dc8d29f771ccf2aa09fe5748cf02Yang Ni [ 4292f7fdf622816274b89feca200c5413ebed3249fDong Chen 10, 11, # 2nd item 4392f7fdf622816274b89feca200c5413ebed3249fDong Chen 0, 0, # Not found 4492f7fdf622816274b89feca200c5413ebed3249fDong Chen 20, 21, # 1st item 4592f7fdf622816274b89feca200c5413ebed3249fDong Chen 0, 1, # 0th item 469018b4b3cbc3dc8d29f771ccf2aa09fe5748cf02Yang Ni ], 479018b4b3cbc3dc8d29f771ccf2aa09fe5748cf02Yang Ni hits: 489018b4b3cbc3dc8d29f771ccf2aa09fe5748cf02Yang Ni [ 499018b4b3cbc3dc8d29f771ccf2aa09fe5748cf02Yang Ni 1, 0, 1, 1, 509018b4b3cbc3dc8d29f771ccf2aa09fe5748cf02Yang Ni ] 519018b4b3cbc3dc8d29f771ccf2aa09fe5748cf02Yang Ni} 529018b4b3cbc3dc8d29f771ccf2aa09fe5748cf02Yang Ni 539018b4b3cbc3dc8d29f771ccf2aa09fe5748cf02Yang Ni# Instantiate an example 549018b4b3cbc3dc8d29f771ccf2aa09fe5748cf02Yang NiExample((input0, output0)) 55