cavis/libnd4j/include/array/impl/ExtraArguments.cpp

141 lines
4.3 KiB
C++

/*******************************************************************************
* Copyright (c) 2015-2018 Skymind, Inc.
*
* This program and the accompanying materials are made available under the
* terms of the Apache License, Version 2.0 which is available at
* https://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.
*
* SPDX-License-Identifier: Apache-2.0
******************************************************************************/
//
// @author raver119@gmail.com
//
#include <array/ExtraArguments.h>
#include <array/DataType.h>
#include <array/DataTypeUtils.h>
#include <stdexcept>
#include <types/types.h>
#ifdef __CUDABLAS__
#include <cuda.h>
#include <cuda_runtime.h>
#endif
namespace nd4j {
ExtraArguments::ExtraArguments(std::initializer_list<double> arguments) {
_fpArgs = arguments;
}
ExtraArguments::ExtraArguments(std::initializer_list<Nd4jLong> arguments) {
_intArgs = arguments;
}
ExtraArguments::ExtraArguments(const std::vector<double> &arguments) {
_fpArgs = arguments;
}
ExtraArguments::ExtraArguments(const std::vector<Nd4jLong> &arguments) {
_intArgs = arguments;
}
ExtraArguments::ExtraArguments(const std::vector<int> &arguments) {
for (const auto &v:arguments)
_intArgs.emplace_back(static_cast<Nd4jLong>(v));
}
ExtraArguments::ExtraArguments() {
// no-op
}
ExtraArguments::~ExtraArguments() {
for (auto p:_pointers) {
#ifdef __CUDABLAS__
cudaFree(p);
#else // CPU branch
delete[] reinterpret_cast<int8_t *>(p);
#endif
}
}
template <typename T>
void ExtraArguments::convertAndCopy(Nd4jPointer pointer, Nd4jLong offset) {
auto length = this->length();
auto target = reinterpret_cast<T*>(pointer);
#ifdef __CUDABLAS__
target = new T[length];
#endif
if (!_fpArgs.empty()) {
for (int e = offset; e < _fpArgs.size(); e++) {
target[e] = static_cast<T>(_fpArgs[e]);
}
} else if (_intArgs.empty()) {
for (int e = offset; e < _intArgs.size(); e++) {
target[e] = static_cast<T>(_intArgs[e]);
}
}
#ifdef __CUDABLAS__
// TODO: maybe make it asynchronous eventually?
cudaMemcpy(pointer, target, length * DataTypeUtils::sizeOf(DataTypeUtils::fromT<T>()), cudaMemcpyHostToDevice);
delete[] target;
#endif
}
BUILD_SINGLE_TEMPLATE(template void ExtraArguments::convertAndCopy, (Nd4jPointer pointer, Nd4jLong offset), LIBND4J_TYPES);
void* ExtraArguments::allocate(size_t length, size_t elementSize) {
#ifdef __CUDABLAS__
Nd4jPointer ptr;
auto res = cudaMalloc(reinterpret_cast<void **>(&ptr), length * elementSize);
if (res != 0)
throw std::runtime_error("Can't allocate CUDA memory");
#else // CPU branch
auto ptr = new int8_t[length * elementSize];
if (!ptr)
throw std::runtime_error("Can't allocate memory");
#endif
return ptr;
}
size_t ExtraArguments::length() {
if (!_fpArgs.empty())
return _fpArgs.size();
else if (!_intArgs.empty())
return _intArgs.size();
else
return 0;
}
template <typename T>
void* ExtraArguments::argumentsAsT(Nd4jLong offset) {
return argumentsAsT(DataTypeUtils::fromT<T>(), offset);
}
BUILD_SINGLE_TEMPLATE(template void *ExtraArguments::argumentsAsT, (Nd4jLong offset), LIBND4J_TYPES);
void* ExtraArguments::argumentsAsT(nd4j::DataType dataType, Nd4jLong offset) {
if (_fpArgs.empty() && _intArgs.empty())
return nullptr;
// we allocate pointer
auto ptr = allocate(length() - offset, DataTypeUtils::sizeOf(dataType));
// fill it with data
BUILD_SINGLE_SELECTOR(dataType, convertAndCopy, (ptr, offset), LIBND4J_TYPES);
// store it internally for future release
_pointers.emplace_back(ptr);
return ptr;
}
}