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authorDana Zlotnik <dana.zlotnik@arm.com>2022-01-26 12:38:03 +0200
committerDana Zlotnik <dana.zlotnik@arm.com>2022-02-14 12:50:03 +0000
commit149203bc23d5c84fe1326d9dea4730750fab6710 (patch)
tree5e3450a5a4e5ed8421fe45688b2cfdeef9b2ef59 /src/runtime/NEON
parent6a2df886f32dcf7af4258163b0652f0fab07ecc5 (diff)
downloadComputeLibrary-149203bc23d5c84fe1326d9dea4730750fab6710.tar.gz
Port MaxUnpoolingLayer kernel and add KernelSelect vaidation test
Resolves COMPMID-4958 Change-Id: Ibed5155f2e3ece46635f6ea9617bf11cefc402b1 Signed-off-by: Dana Zlotnik <dana.zlotnik@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/7028 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Diffstat (limited to 'src/runtime/NEON')
-rw-r--r--src/runtime/NEON/functions/NEMaxUnpoolingLayer.cpp37
1 files changed, 29 insertions, 8 deletions
diff --git a/src/runtime/NEON/functions/NEMaxUnpoolingLayer.cpp b/src/runtime/NEON/functions/NEMaxUnpoolingLayer.cpp
index 39f717545b..97ddaea41d 100644
--- a/src/runtime/NEON/functions/NEMaxUnpoolingLayer.cpp
+++ b/src/runtime/NEON/functions/NEMaxUnpoolingLayer.cpp
@@ -1,5 +1,5 @@
/*
- * Copyright (c) 2020-2021 Arm Limited.
+ * Copyright (c) 2020-2022 Arm Limited.
*
* SPDX-License-Identifier: MIT
*
@@ -28,14 +28,23 @@
#include "arm_compute/runtime/NEON/NEScheduler.h"
#include "arm_compute/runtime/NEON/functions/NEFill.h"
#include "src/common/utils/Log.h"
-#include "src/core/NEON/kernels/NEMaxUnpoolingLayerKernel.h"
+#include "src/cpu/kernels/CpuMaxUnpoolingLayerKernel.h"
+#include "src/cpu/operators/CpuMaxUnpooling.h"
namespace arm_compute
{
+struct NEMaxUnpoolingLayer::Impl
+{
+ const ITensor *src{ nullptr };
+ const ITensor *indices{ nullptr };
+ ITensor *dst{ nullptr };
+ std::unique_ptr<cpu::CpuMaxUnpooling> op{ nullptr };
+};
+
NEMaxUnpoolingLayer::~NEMaxUnpoolingLayer() = default;
NEMaxUnpoolingLayer::NEMaxUnpoolingLayer()
- : _fill_func(), _unpooling_layer_kernel()
+ : _fill_func(), _impl()
{
}
@@ -44,20 +53,32 @@ void NEMaxUnpoolingLayer::configure(ITensor *input, ITensor *indices, ITensor *o
ARM_COMPUTE_LOG_PARAMS(input, indices, output, pool_info);
const PixelValue zero_value(0.f);
- _fill_func = std::make_unique<NEFill>();
- _unpooling_layer_kernel = std::make_unique<NEMaxUnpoolingLayerKernel>();
+ _fill_func = std::make_unique<NEFill>();
+ _impl = std::make_unique<Impl>();
+ _impl->src = input;
+ _impl->indices = indices;
+ _impl->dst = output;
+
+ _impl->op = std::make_unique<cpu::CpuMaxUnpooling>();
_fill_func->configure(output, zero_value);
- _unpooling_layer_kernel->configure(input, indices, output, pool_info);
+ _impl->op->configure(input->info(), indices->info(), output->info(), pool_info);
}
Status NEMaxUnpoolingLayer::validate(const ITensorInfo *input, const ITensorInfo *indices, const ITensorInfo *output, const PoolingLayerInfo &pool_info)
{
- return NEMaxUnpoolingLayerKernel::validate(input, indices, output, pool_info);
+ ARM_COMPUTE_RETURN_ERROR_ON_NULLPTR(input, output, indices);
+ ARM_COMPUTE_RETURN_ON_ERROR(cpu::CpuMaxUnpooling::validate(input, indices, output, pool_info));
+ return Status{};
}
void NEMaxUnpoolingLayer::run()
{
+ ITensorPack pack;
+ pack.add_tensor(TensorType::ACL_SRC_0, _impl->src);
+ pack.add_tensor(TensorType::ACL_SRC_1, _impl->indices);
+ pack.add_tensor(TensorType::ACL_DST, _impl->dst);
+
_fill_func->run();
- NEScheduler::get().schedule(_unpooling_layer_kernel.get(), Window::DimY);
+ _impl->op->run(pack);
}
} /* namespace arm_compute */