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Diffstat (limited to 'src/runtime/cpu/operators/CpuPooling.cpp')
-rw-r--r--src/runtime/cpu/operators/CpuPooling.cpp130
1 files changed, 0 insertions, 130 deletions
diff --git a/src/runtime/cpu/operators/CpuPooling.cpp b/src/runtime/cpu/operators/CpuPooling.cpp
deleted file mode 100644
index 0b9b38d079..0000000000
--- a/src/runtime/cpu/operators/CpuPooling.cpp
+++ /dev/null
@@ -1,130 +0,0 @@
-/*
- * Copyright (c) 2021 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 "src/runtime/cpu/operators/CpuPooling.h"
-
-#include "arm_compute/core/ITensor.h"
-#include "arm_compute/core/TensorInfo.h"
-#include "arm_compute/runtime/NEON/NEScheduler.h"
-#include "src/core/NEON/kernels/NEFillBorderKernel.h"
-#include "src/core/cpu/kernels/CpuPoolingKernel.h"
-
-namespace arm_compute
-{
-namespace cpu
-{
-CpuPooling::CpuPooling(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)
-{
-}
-
-CpuPooling::~CpuPooling() = default;
-
-void CpuPooling::configure(ITensorInfo *input, ITensorInfo *output, const PoolingLayerInfo &pool_info, ITensorInfo *indices)
-{
- // Check if we can run assembly kernels. Currently, indices are not supported by those kernels
- const bool run_optimised = bool(CpuPoolingAssemblyDispatch::validate(input, output, pool_info)) && (indices == nullptr);
-
- if(run_optimised)
- {
- _asm_glue = std::make_unique<CpuPoolingAssemblyDispatch>(_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->dimension(0) == pool_info.pool_size.width) && (input->dimension(1) == pool_info.pool_size.height);
-
- // Get data layout
- _data_layout = pool_info.data_layout == DataLayout::UNKNOWN ? input->data_layout() : pool_info.data_layout;
-
- // Configure pooling kernel
- auto k = std::make_unique<kernels::CpuPoolingKernel>();
- k->configure(input, output, pool_info, indices);
- _pooling_layer_kernel = std::move(k);
-
- 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->data_type()) && !pool_info.exclude_padding)
- {
- zero_value = PixelValue(0, input->data_type(), input->quantization_info());
- }
- auto b = std::make_unique<NEFillBorderKernel>();
- b->configure(input, _pooling_layer_kernel->border_size(), border_mode, zero_value);
- _border_handler = std::move(b);
- break;
- }
- case DataLayout::NHWC:
- break;
- default:
- ARM_COMPUTE_ERROR("Data layout not supported");
- }
- }
-}
-
-Status CpuPooling::validate(const ITensorInfo *input, const ITensorInfo *output, const PoolingLayerInfo &pool_info, const ITensorInfo *indices)
-{
- const bool run_optimised = bool(CpuPoolingAssemblyDispatch::validate(input, output, pool_info)) && (indices == nullptr);
-
- if(run_optimised)
- {
- return Status{};
- }
-
- return kernels::CpuPoolingKernel::validate(input, output, pool_info, indices);
-}
-
-void CpuPooling::run(ITensorPack &tensors)
-{
- if(_asm_glue && _asm_glue->is_configured())
- {
- _asm_glue->run(tensors);
- }
- else
- {
- switch(_data_layout)
- {
- case DataLayout::NCHW:
- // Fill border
- NEScheduler::get().schedule_op(_border_handler.get(), Window::DimY, _border_handler->window(), tensors);
-
- // Run pooling layer
- NEScheduler::get().schedule_op(_pooling_layer_kernel.get(), _is_global_pooling_layer ? Window::DimZ : Window::DimY, _pooling_layer_kernel->window(), tensors);
- break;
- case DataLayout::NHWC:
- // Run pooling layer
- NEScheduler::get().schedule_op(_pooling_layer_kernel.get(), Window::DimX, _pooling_layer_kernel->window(), tensors);
- break;
- default:
- ARM_COMPUTE_ERROR("Data layout not supported");
- }
- }
-}
-} // namespace cpu
-} // namespace arm_compute