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authorManuel Bottini <manuel.bottini@arm.com>2021-05-24 16:01:32 +0100
committerGeorgios Pinitas <georgios.pinitas@arm.com>2021-06-01 12:52:48 +0000
commitb4bb6a03f717a320b935809fde795b3d6ec5a69f (patch)
tree9c7913282579995d91e79c1a3486605c28dfa595 /src/runtime/cpu/operators/CpuPooling.cpp
parent433ea4981675b64c44c8f47f2f4aac6bfcbfc911 (diff)
downloadComputeLibrary-b4bb6a03f717a320b935809fde795b3d6ec5a69f.tar.gz
Rename ported functions
Rename CpuPooling to CpuPool2d Rename CpuPoolingKernel to CpuPool2dKernel Rename CpuPoolingAssemblyWrapperKernel to CpuPool2dAssemblyWrapperKernel Move CpuPool2dAssemblyWrapperKernel in internal subfolder Rename CpuDepthwiseConvolutionNativeKernel to CpuDepthwiseConv2dNativeKernel Rename CpuDepthwiseConvolutionAssemblyDispatch to CpuDepthwiseConv2dAssemblyDispatch Rename CpuDepthwiseConvolution to CpuDepthwiseConv2d Rename CpuDirectConvolutionKernel to CpuDirectConv2dKernel Rename CpuDirectConvolutionOutputStageKernel to CpuDirectConv2dOutputStageKernel Rename CpuDirectConvolution to CpuDirectConv2d Rename ClPoolingKernel to ClPool2dKernel Rename ClPooling to ClPool2d Rename ClDirectConvolutionKernel to ClDirectConv2dKernel Resolves: COMPMID-4405 Change-Id: I8e48f015e4e492a76a7512f5679cb3eb0cd028f6 Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5708 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Diffstat (limited to 'src/runtime/cpu/operators/CpuPooling.cpp')
-rw-r--r--src/runtime/cpu/operators/CpuPooling.cpp156
1 files changed, 0 insertions, 156 deletions
diff --git a/src/runtime/cpu/operators/CpuPooling.cpp b/src/runtime/cpu/operators/CpuPooling.cpp
deleted file mode 100644
index 3a6ac24a74..0000000000
--- a/src/runtime/cpu/operators/CpuPooling.cpp
+++ /dev/null
@@ -1,156 +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/CpuPoolingAssemblyWrapperKernel.h"
-#include "src/core/cpu/kernels/CpuPoolingKernel.h"
-
-namespace arm_compute
-{
-namespace cpu
-{
-CpuPooling::CpuPooling()
- : _pooling_layer_kernel(),
- _border_handler(),
- _asm_glue(),
- _is_global_pooling_layer(false),
- _data_layout(DataLayout::NCHW),
- _mem_req()
-{
-}
-
-CpuPooling::~CpuPooling() = default;
-
-void CpuPooling::configure(ITensorInfo *src, ITensorInfo *dst, 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(kernels::CpuPoolingAssemblyWrapperKernel::validate(src, dst, pool_info)) && (indices == nullptr);
-
- // Get data layout
- _data_layout = pool_info.data_layout == DataLayout::UNKNOWN ? src->data_layout() : pool_info.data_layout;
-
- // Check if we have Global Pooling Layer
- const unsigned int idx_width = get_data_layout_dimension_index(_data_layout, DataLayoutDimension::WIDTH);
- const unsigned int idx_height = get_data_layout_dimension_index(_data_layout, DataLayoutDimension::HEIGHT);
- _is_global_pooling_layer = (src->dimension(idx_width) == pool_info.pool_size.width) && (src->dimension(idx_height) == pool_info.pool_size.height);
-
- if(run_optimised)
- {
- const CPUInfo &ci = NEScheduler::get().cpu_info();
- const unsigned int num_threads = NEScheduler::get().num_threads();
-
- auto pooling_wrapper = std::make_unique<kernels::CpuPoolingAssemblyWrapperKernel>();
- ARM_COMPUTE_ERROR_ON(pooling_wrapper == nullptr);
- pooling_wrapper->configure(src, dst, pool_info, ci);
-
- // Get kernel's memory requirements
- constexpr size_t alignment = 4096;
- const size_t workspace_size = pooling_wrapper->get_working_size(num_threads);
- _mem_req.push_back({ TensorType::ACL_INT_0, workspace_size, alignment });
-
- _asm_glue = std::move(pooling_wrapper);
- }
- else
- {
- // Configure pooling kernel
- auto k = std::make_unique<kernels::CpuPoolingKernel>();
- k->configure(src, dst, 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(src->data_type()) && !pool_info.exclude_padding)
- {
- zero_value = PixelValue(0, src->data_type(), src->quantization_info());
- }
- auto b = std::make_unique<NEFillBorderKernel>();
- b->configure(src, _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 *src, const ITensorInfo *dst, const PoolingLayerInfo &pool_info, const ITensorInfo *indices)
-{
- const bool run_optimised = bool(kernels::CpuPoolingAssemblyWrapperKernel::validate(src, dst, pool_info)) && (indices == nullptr);
-
- if(run_optimised)
- {
- return Status{};
- }
-
- return kernels::CpuPoolingKernel::validate(src, dst, pool_info, indices);
-}
-
-void CpuPooling::run(ITensorPack &tensors)
-{
- ARM_COMPUTE_ERROR_ON_MSG(tensors.empty(), "No tensors provided");
-
- if(_asm_glue)
- {
- const auto hints = (_is_global_pooling_layer) ? Window::DimX : Window::DimY;
- NEScheduler::get().schedule_op(_asm_glue.get(), hints, _asm_glue->window(), 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");
- }
- }
-}
-
-experimental::MemoryRequirements CpuPooling::workspace() const
-{
- return _mem_req;
-}
-} // namespace cpu
-} // namespace arm_compute