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Diffstat (limited to 'src/runtime/NEON/functions/NEPoolingLayer.cpp')
-rw-r--r--src/runtime/NEON/functions/NEPoolingLayer.cpp103
1 files changed, 24 insertions, 79 deletions
diff --git a/src/runtime/NEON/functions/NEPoolingLayer.cpp b/src/runtime/NEON/functions/NEPoolingLayer.cpp
index 0c857b54dc..dd7a3a337e 100644
--- a/src/runtime/NEON/functions/NEPoolingLayer.cpp
+++ b/src/runtime/NEON/functions/NEPoolingLayer.cpp
@@ -23,103 +23,48 @@
*/
#include "arm_compute/runtime/NEON/functions/NEPoolingLayer.h"
-#include "arm_compute/core/ITensor.h"
-#include "arm_compute/runtime/NEON/NEScheduler.h"
-#include "src/core/NEON/kernels/NEFillBorderKernel.h"
-#include "src/core/NEON/kernels/NEPoolingLayerKernel.h"
-#include "src/runtime/NEON/functions/NEPoolingAssemblyDispatch.h"
+#include "arm_compute/core/Validate.h"
+#include "src/runtime/cpu/operators/CpuPooling.h"
namespace arm_compute
{
+struct NEPoolingLayer::Impl
+{
+ ITensor *src{ nullptr };
+ ITensor *dst{ nullptr };
+ ITensor *indices{ nullptr };
+ std::shared_ptr<IMemoryManager> memory_manager{ nullptr };
+ std::unique_ptr<cpu::CpuPooling> op{ nullptr };
+};
+
NEPoolingLayer::~NEPoolingLayer() = default;
NEPoolingLayer::NEPoolingLayer(std::shared_ptr<IMemoryManager> memory_manager)
- : _memory_manager(std::move(memory_manager)), _pooling_layer_kernel(), _border_handler(), _asm_glue(), _is_global_pooling_layer(false), _data_layout(DataLayout::NCHW)
+ : _impl(std::make_unique<Impl>())
{
+ _impl->memory_manager = std::move(memory_manager);
}
void NEPoolingLayer::configure(ITensor *input, ITensor *output, const PoolingLayerInfo &pool_info, ITensor *indices)
{
- // Check if we can run assembly kernels. Currently, indices are not supported by those kernels
- const bool run_optimised = bool(NEPoolingAssemblyDispatch::validate(input->info(), output->info(), pool_info)) && (indices == nullptr);
-
- if(run_optimised)
- {
- _asm_glue = std::make_unique<NEPoolingAssemblyDispatch>(_memory_manager);
- _asm_glue->configure(input, output, pool_info);
- ARM_COMPUTE_ERROR_ON(!_asm_glue->is_configured());
- }
- else
- {
- // Check if we have Global Pooling Layer
- _is_global_pooling_layer = (input->info()->dimension(0) == pool_info.pool_size.width) && (input->info()->dimension(1) == pool_info.pool_size.height);
-
- // Get data layout
- _data_layout = pool_info.data_layout == DataLayout::UNKNOWN ? input->info()->data_layout() : pool_info.data_layout;
-
- // Configure pooling kernel
- _pooling_layer_kernel = std::make_unique<NEPoolingLayerKernel>();
- _pooling_layer_kernel->configure(input, output, pool_info, indices);
-
- switch(_data_layout)
- {
- case DataLayout::NCHW:
- {
- // Configure border depending on operation required (quantize border in case of asymmetric data_type)
- BorderMode border_mode = (!indices && pool_info.pool_type == PoolingType::MAX) ? BorderMode::REPLICATE : BorderMode::CONSTANT;
- PixelValue zero_value((indices) ? std::numeric_limits<int>::min() : 0.f);
- if(is_data_type_quantized_asymmetric(input->info()->data_type()) && !pool_info.exclude_padding)
- {
- zero_value = PixelValue(0, input->info()->data_type(), input->info()->quantization_info());
- }
- _border_handler = std::make_unique<NEFillBorderKernel>();
- _border_handler->configure(input, _pooling_layer_kernel->border_size(), border_mode, zero_value);
- break;
- }
- case DataLayout::NHWC:
- break;
- default:
- ARM_COMPUTE_ERROR("Data layout not supported");
- }
- }
+ _impl->src = input;
+ _impl->dst = output;
+ _impl->indices = indices;
+ _impl->op = std::make_unique<cpu::CpuPooling>(_impl->memory_manager);
+ _impl->op->configure(input->info(), output->info(), pool_info, (indices) ? indices->info() : nullptr);
}
Status NEPoolingLayer::validate(const ITensorInfo *input, const ITensorInfo *output, const PoolingLayerInfo &pool_info, const ITensorInfo *indices)
{
- const bool run_optimised = bool(NEPoolingAssemblyDispatch::validate(input, output, pool_info)) && (indices == nullptr);
-
- if(run_optimised)
- {
- return Status{};
- }
-
- return NEPoolingLayerKernel::validate(input, output, pool_info, indices);
+ return cpu::CpuPooling::validate(input, output, pool_info, indices);
}
void NEPoolingLayer::run()
{
- if(_asm_glue && _asm_glue->is_configured())
- {
- _asm_glue->run();
- }
- else
- {
- switch(_data_layout)
- {
- case DataLayout::NCHW:
- // Fill border
- NEScheduler::get().schedule(_border_handler.get(), Window::DimY);
-
- // Run pooling layer
- NEScheduler::get().schedule(_pooling_layer_kernel.get(), _is_global_pooling_layer ? Window::DimZ : Window::DimY);
- break;
- case DataLayout::NHWC:
- // Run pooling layer
- NEScheduler::get().schedule(_pooling_layer_kernel.get(), Window::DimX);
- break;
- default:
- ARM_COMPUTE_ERROR("Data layout not supported");
- }
- }
+ ITensorPack pack;
+ pack.add_tensor(TensorType::ACL_SRC, _impl->src);
+ pack.add_tensor(TensorType::ACL_DST_0, _impl->dst);
+ pack.add_tensor(TensorType::ACL_DST_1, _impl->indices);
+ _impl->op->run(pack);
}
} // namespace arm_compute