/*
* 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.
*/
#include "HashtableLookup.h"
#include "CpuExecutor.h"
#include "Operations.h"
#include "Tracing.h"
namespace android {
namespace nn {
namespace {
int greater(const void* a, const void* b) {
return *static_cast<const int*>(a) - *static_cast<const int*>(b);
}
} // anonymous namespace
HashtableLookup::HashtableLookup(const Operation& operation,
std::vector<RunTimeOperandInfo>& operands) {
lookup_ = GetInput(operation, operands, kLookupTensor);
key_ = GetInput(operation, operands, kKeyTensor);
value_ = GetInput(operation, operands, kValueTensor);
output_ = GetOutput(operation, operands, kOutputTensor);
hits_ = GetOutput(operation, operands, kHitsTensor);
}
bool HashtableLookup::Eval() {
NNTRACE_COMP("HashtableLookup::Eval");
const int num_rows = value_->shape().dimensions[0];
const int row_bytes = nonExtensionOperandSizeOfData(value_->type, value_->dimensions) / num_rows;
void* pointer = nullptr;
for (int i = 0; i < static_cast<int>(lookup_->shape().dimensions[0]); i++) {
int idx = -1;
pointer = bsearch(lookup_->buffer + sizeof(int) * i, key_->buffer,
num_rows, sizeof(int), greater);
if (pointer != nullptr) {
idx =
(reinterpret_cast<uint8_t*>(pointer) - key_->buffer) / sizeof(float);
}
if (idx >= num_rows || idx < 0) {
memset(output_->buffer + i * row_bytes, 0, row_bytes);
hits_->buffer[i] = 0;
} else {
memcpy(output_->buffer + i * row_bytes, value_->buffer + idx * row_bytes,
row_bytes);
hits_->buffer[i] = 1;
}
}
return true;
}
} // namespace nn
} // namespace android