From 171fc3d160736e10f859c6f2a24d1c7a59bcd9e3 Mon Sep 17 00:00:00 2001 From: Adnan AlSinan Date: Tue, 15 Mar 2022 18:46:42 +0000 Subject: Add CPU Pool3d FP16/32 implementation - Add implementation for the CPU pooling 3d layer. - NDHWC data layout support - Support FP32/FP16. - Add Pool3d to the operator list. - Fix CL Pool3d kernel comments to generate the operator list. Resolves: COMPMID-4671 Signed-off-by: Adnan AlSinan Change-Id: I92478a154beb12541525b648ed3dd5a58c8f27fa Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/7311 Tested-by: Arm Jenkins Reviewed-by: Giorgio Arena Reviewed-by: Gunes Bayir Comments-Addressed: Arm Jenkins (cherry picked from commit 572659a0e5dd1086b1c7d16fe331ff73d2acd93a) --- src/runtime/NEON/functions/NEPooling3dLayer.cpp | 75 +++++++++++++++++++++++++ 1 file changed, 75 insertions(+) create mode 100644 src/runtime/NEON/functions/NEPooling3dLayer.cpp (limited to 'src/runtime/NEON') diff --git a/src/runtime/NEON/functions/NEPooling3dLayer.cpp b/src/runtime/NEON/functions/NEPooling3dLayer.cpp new file mode 100644 index 0000000000..53f9dbf0a2 --- /dev/null +++ b/src/runtime/NEON/functions/NEPooling3dLayer.cpp @@ -0,0 +1,75 @@ +/* + * Copyright (c) 2022 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/NEPooling3dLayer.h" + +#include "arm_compute/core/TensorInfo.h" +#include "arm_compute/core/Validate.h" +#include "arm_compute/runtime/Tensor.h" +#include "src/core/helpers/MemoryHelpers.h" +#include "src/cpu/operators/CpuPool3d.h" + +namespace arm_compute +{ +struct NEPooling3dLayer::Impl +{ + const ITensor *src{ nullptr }; + ITensor *dst{ nullptr }; + std::unique_ptr op{ nullptr }; + MemoryGroup memory_group{}; + ITensorPack run_pack{}; + WorkspaceData workspace_tensors{}; +}; + +NEPooling3dLayer::~NEPooling3dLayer() = default; + +NEPooling3dLayer::NEPooling3dLayer(std::shared_ptr memory_manager) + : _impl(std::make_unique()) +{ + _impl->memory_group = MemoryGroup(std::move(memory_manager)); +} + +void NEPooling3dLayer::configure(const ITensor *input, ITensor *output, const Pooling3dLayerInfo &pool_info) +{ + _impl->src = input; + _impl->dst = output; + _impl->op = std::make_unique(); + _impl->op->configure(input->info(), output->info(), pool_info); + + _impl->run_pack = { { TensorType::ACL_SRC, _impl->src }, { TensorType::ACL_DST_0, _impl->dst } }; + _impl->workspace_tensors = manage_workspace(_impl->op->workspace(), _impl->memory_group, _impl->run_pack); +} + +Status NEPooling3dLayer::validate(const ITensorInfo *input, const ITensorInfo *output, const Pooling3dLayerInfo &pool_info) +{ + return cpu::CpuPool3d::validate(input, output, pool_info); +} + +void NEPooling3dLayer::run() +{ + MemoryGroupResourceScope scope_mg(_impl->memory_group); + ARM_COMPUTE_ERROR_ON_NULLPTR(_impl->src, _impl->dst); + _impl->op->run(_impl->run_pack); +} + +} // namespace arm_compute \ No newline at end of file -- cgit v1.2.1