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/*
* Copyright (c) 2017-2021, 2023 Arm Limited.
*
* SPDX-License-Identifier: MIT
*
* Permission is hereby granted, free of charge, to any person obtaining a copy
* of this software and associated documentation files (the "Software"), to
* deal in the Software without restriction, including without limitation the
* rights to use, copy, modify, merge, publish, distribute, sublicense, and/or
* sell copies of the Software, and to permit persons to whom the Software is
* furnished to do so, subject to the following conditions:
*
* The above copyright notice and this permission notice shall be included in all
* copies or substantial portions of the Software.
*
* THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
* IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
* FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
* AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
* LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
* OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
* SOFTWARE.
*/
#include "arm_compute/runtime/NEON/functions/NEGEMMLowpMatrixMultiplyCore.h"
#include "arm_compute/core/ITensor.h"
#include "arm_compute/core/Validate.h"
#include "arm_compute/runtime/IWeightsManager.h"
#include "arm_compute/runtime/MemoryGroup.h"
#include "arm_compute/runtime/NEON/NEScheduler.h"
#include "arm_compute/runtime/Tensor.h"
#include "src/core/helpers/MemoryHelpers.h"
#include "src/cpu/operators/CpuGemmLowpMatrixMultiplyCore.h"
using namespace arm_compute::experimental;
namespace arm_compute
{
struct NEGEMMLowpMatrixMultiplyCore::Impl
{
const ITensor *b{nullptr};
std::unique_ptr<cpu::CpuGemmLowpMatrixMultiplyCore> op{nullptr};
ITensorPack run_pack{};
ITensorPack prep_pack{};
MemoryGroup memory_group{};
IWeightsManager *weights_manager{nullptr};
MemoryRequirements aux_mem_req{};
WorkspaceData<Tensor> workspace_tensors{};
bool is_prepared{false};
};
NEGEMMLowpMatrixMultiplyCore::NEGEMMLowpMatrixMultiplyCore(std::shared_ptr<IMemoryManager> memory_manager,
IWeightsManager *weights_manager)
: _impl(std::make_unique<Impl>())
{
_impl->weights_manager = weights_manager;
_impl->memory_group = MemoryGroup(memory_manager);
}
NEGEMMLowpMatrixMultiplyCore::~NEGEMMLowpMatrixMultiplyCore() = default;
void NEGEMMLowpMatrixMultiplyCore::configure(
const ITensor *a, const ITensor *b, const ITensor *c, ITensor *output, const GEMMInfo &gemm_info)
{
ARM_COMPUTE_ERROR_ON_NULLPTR(a, b, output);
// Make the B matrix dynamic values.
auto b_info_to_use = b->info()->clone();
if (!gemm_info.reshape_b_only_on_first_run())
{
b_info_to_use->set_are_values_constant(false);
}
_impl->b = b;
_impl->op = std::make_unique<cpu::CpuGemmLowpMatrixMultiplyCore>();
_impl->op->configure(a->info(), b_info_to_use.get(), (c != nullptr ? c->info() : nullptr), output->info(),
gemm_info);
_impl->run_pack = {{TensorType::ACL_SRC_0, a},
{TensorType::ACL_SRC_1, b},
{TensorType::ACL_SRC_2, c},
{TensorType::ACL_DST, output}};
_impl->prep_pack = {{TensorType::ACL_SRC_1, b}, {TensorType::ACL_SRC_2, c}};
_impl->aux_mem_req = _impl->op->workspace();
_impl->workspace_tensors =
manage_workspace<Tensor>(_impl->aux_mem_req, _impl->memory_group, _impl->run_pack, _impl->prep_pack);
}
Status NEGEMMLowpMatrixMultiplyCore::validate(const ITensorInfo *a,
const ITensorInfo *b,
const ITensorInfo *c,
const ITensorInfo *output,
const GEMMInfo &gemm_info)
{
// Make the B matrix dynamic values.
auto b_info_to_use = b->clone();
if (!gemm_info.reshape_b_only_on_first_run())
{
b_info_to_use->set_are_values_constant(false);
}
return cpu::CpuGemmLowpMatrixMultiplyCore::validate(a, b_info_to_use.get(), c, output, gemm_info);
}
void NEGEMMLowpMatrixMultiplyCore::run()
{
prepare();
MemoryGroupResourceScope scope_mg(_impl->memory_group);
_impl->op->run(_impl->run_pack);
}
void NEGEMMLowpMatrixMultiplyCore::prepare()
{
if (!_impl->is_prepared)
{
_impl->op->prepare(_impl->prep_pack);
auto has_reshape =
std::find_if(_impl->aux_mem_req.begin(), _impl->aux_mem_req.end(),
[](const MemoryInfo &m) -> bool { return m.lifetime == MemoryLifetime::Persistent; });
if (has_reshape != std::end(_impl->aux_mem_req))
{
_impl->b->mark_as_unused();
}
// Release temporary tensors that are only used in prepare stage
release_temporaries<Tensor>(_impl->aux_mem_req, _impl->workspace_tensors);
_impl->is_prepared = true;
}
}
} // namespace arm_compute
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