/*
* 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 "EmbeddingLookup.h"
#include "CpuExecutor.h"
#include "Operations.h"
#include "Tracing.h"
namespace android {
namespace nn {
EmbeddingLookup::EmbeddingLookup(const Operation& operation,
std::vector<RunTimeOperandInfo>& operands) {
value_ = GetInput(operation, operands, kValueTensor);
lookup_ = GetInput(operation, operands, kLookupTensor);
output_ = GetOutput(operation, operands, kOutputTensor);
}
bool EmbeddingLookup::Eval() {
NNTRACE_COMP("EmbeddingLookup::Eval");
const int row_size = value_->shape().dimensions[0];
const int total_bytes = nonExtensionOperandSizeOfData(value_->type, value_->dimensions);
const int row_bytes = total_bytes/row_size;
for (uint32_t i = 0; i < lookup_->shape().dimensions[0]; i++) {
int idx = (reinterpret_cast<int*>(lookup_->buffer))[i];
if (idx >= row_size || idx < 0) {
LOG(ERROR) << "Embedding Lookup: index out of bounds.";
return false;
} else {
memcpy(output_->buffer + i * row_bytes, value_->buffer + idx * row_bytes,
row_bytes);
}
}
return true;
}
} // namespace nn
} // namespace android