common/operations/EmbeddingLookup.cpp

/*
 * 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.
 */

#define LOG_TAG "Operations"

#include "EmbeddingLookup.h"

#include "CpuExecutor.h"
#include "Operations.h"
#include "Tracing.h"

namespace android {
namespace nn {

EmbeddingLookup::EmbeddingLookup(const Operation& operation, 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