hashtable_lookup_float.mod.py revision 7da2c9a54b25fd15546d6f99eba06dff1ac9a862
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): 259018b4b3cbc3dc8d29f771ccf2aa09fe5748cf02Yang Ni table[i * features + j] = i + j / 10. 269018b4b3cbc3dc8d29f771ccf2aa09fe5748cf02Yang Ni 279018b4b3cbc3dc8d29f771ccf2aa09fe5748cf02Yang Nimodel = Model() 289018b4b3cbc3dc8d29f771ccf2aa09fe5748cf02Yang Ni 297da2c9a54b25fd15546d6f99eba06dff1ac9a862Yang Nilookup = Input("lookup", "TENSOR_INT32", "{%d}" % lookups) 307da2c9a54b25fd15546d6f99eba06dff1ac9a862Yang Nikey = Input("key", "TENSOR_INT32", "{%d}" % (keys)) 319018b4b3cbc3dc8d29f771ccf2aa09fe5748cf02Yang Nivalue = Input("value", "TENSOR_FLOAT32", "{%d, %d}" % (rows, features)) 329018b4b3cbc3dc8d29f771ccf2aa09fe5748cf02Yang Nioutput = Output("output", "TENSOR_FLOAT32", "{%d, %d}" % (lookups, features)) 337da2c9a54b25fd15546d6f99eba06dff1ac9a862Yang Nihits = Output("hits", "TENSOR_QUANT8_ASYMM", "{%d}, 1.f, 0" % (lookups)) 349018b4b3cbc3dc8d29f771ccf2aa09fe5748cf02Yang Nimodel = model.Operation("HASHTABLE_LOOKUP", lookup, key, value).To(output) 359018b4b3cbc3dc8d29f771ccf2aa09fe5748cf02Yang Ni 369018b4b3cbc3dc8d29f771ccf2aa09fe5748cf02Yang Niinput0 = {lookup: [1234, -292, -11, 0], 379018b4b3cbc3dc8d29f771ccf2aa09fe5748cf02Yang Ni key: [-11, 0, 1234], 389018b4b3cbc3dc8d29f771ccf2aa09fe5748cf02Yang Ni value: table} 399018b4b3cbc3dc8d29f771ccf2aa09fe5748cf02Yang Ni 409018b4b3cbc3dc8d29f771ccf2aa09fe5748cf02Yang Nioutput0 = {output: 419018b4b3cbc3dc8d29f771ccf2aa09fe5748cf02Yang Ni [ 429018b4b3cbc3dc8d29f771ccf2aa09fe5748cf02Yang Ni 2.0, 2.1, # 2-rd item 439018b4b3cbc3dc8d29f771ccf2aa09fe5748cf02Yang Ni 0, 0, # Not found 449018b4b3cbc3dc8d29f771ccf2aa09fe5748cf02Yang Ni 0.0, 0.1, # 0-th item 459018b4b3cbc3dc8d29f771ccf2aa09fe5748cf02Yang Ni 1.0, 1.1, # 1-st 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