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authorGeorgios Pinitas <georgios.pinitas@arm.com>2021-05-17 02:42:04 +0100
committerGeorgios Pinitas <georgios.pinitas@arm.com>2021-05-18 09:27:51 +0000
commit494b97a8297c18d0d610a54189c8f848e2cf5446 (patch)
treeda72ac4fd0763780aba341b88f9e40ec9510ccf8
parent9e1f074af3a71b5bd5bd87b292c74fb57a90347c (diff)
downloadComputeLibrary-494b97a8297c18d0d610a54189c8f848e2cf5446.tar.gz
Port CLFlattenLayer to a memory injecting interface
Resolves: COMPMID-4502 Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: I00621a772135f65a92aa70e6a19dd5f743915378 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5649 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
-rw-r--r--Android.bp1
-rw-r--r--arm_compute/runtime/CL/functions/CLFlattenLayer.h22
-rw-r--r--src/runtime/CL/functions/CLFlattenLayer.cpp33
-rw-r--r--src/runtime/gpu/cl/operators/ClFlatten.cpp45
-rw-r--r--src/runtime/gpu/cl/operators/ClFlatten.h68
5 files changed, 157 insertions, 12 deletions
diff --git a/Android.bp b/Android.bp
index f1bcbc3fb8..e2ae90711d 100644
--- a/Android.bp
+++ b/Android.bp
@@ -661,6 +661,7 @@ cc_library_static {
"src/runtime/gpu/cl/operators/ClElementwiseOperations.cpp",
"src/runtime/gpu/cl/operators/ClElementwiseUnary.cpp",
"src/runtime/gpu/cl/operators/ClFill.cpp",
+ "src/runtime/gpu/cl/operators/ClFlatten.cpp",
"src/runtime/gpu/cl/operators/ClFloor.cpp",
"src/runtime/gpu/cl/operators/ClLogicalNot.cpp",
"src/runtime/gpu/cl/operators/ClMul.cpp",
diff --git a/arm_compute/runtime/CL/functions/CLFlattenLayer.h b/arm_compute/runtime/CL/functions/CLFlattenLayer.h
index d2c37b1c22..182e97dc67 100644
--- a/arm_compute/runtime/CL/functions/CLFlattenLayer.h
+++ b/arm_compute/runtime/CL/functions/CLFlattenLayer.h
@@ -25,23 +25,30 @@
#define ARM_COMPUTE_CLFLATTENLAYER_H
#include "arm_compute/core/Types.h"
-#include "arm_compute/runtime/CL/functions/CLReshapeLayer.h"
#include "arm_compute/runtime/IFunction.h"
+#include <memory>
namespace arm_compute
{
class CLCompileContext;
class ICLTensor;
class ITensorInfo;
-/** Basic function to execute flatten. This function calls the following OpenCL kernel:
-*
-* -# @ref CLReshapeLayer
-*
-*/
+/** Basic function to execute flatten */
class CLFlattenLayer : public IFunction
{
public:
+ CLFlattenLayer();
+ /** Destructor */
+ ~CLFlattenLayer();
+ /** Prevent instances of this class from being copied (As this class contains pointers) */
+ CLFlattenLayer(const CLFlattenLayer &) = delete;
+ /** Default move constructor */
+ CLFlattenLayer(CLFlattenLayer &&);
+ /** Prevent instances of this class from being copied (As this class contains pointers) */
+ CLFlattenLayer &operator=(const CLFlattenLayer &) = delete;
+ /** Default move assignment operator */
+ CLFlattenLayer &operator=(CLFlattenLayer &&);
/** Initialise the kernel's input and output.
*
* Valid data layouts:
@@ -82,7 +89,8 @@ public:
void run() override;
private:
- CLReshapeLayer _reshape{};
+ struct Impl;
+ std::unique_ptr<Impl> _impl;
};
} // namespace arm_compute
diff --git a/src/runtime/CL/functions/CLFlattenLayer.cpp b/src/runtime/CL/functions/CLFlattenLayer.cpp
index b2860ea24a..9563055276 100644
--- a/src/runtime/CL/functions/CLFlattenLayer.cpp
+++ b/src/runtime/CL/functions/CLFlattenLayer.cpp
@@ -1,5 +1,5 @@
/*
- * Copyright (c) 2017-2020 Arm Limited.
+ * Copyright (c) 2017-2021 Arm Limited.
*
* SPDX-License-Identifier: MIT
*
@@ -28,11 +28,27 @@
#include "arm_compute/core/TensorInfo.h"
#include "arm_compute/core/Validate.h"
#include "arm_compute/core/utils/misc/ShapeCalculator.h"
-#include "arm_compute/runtime/CL/CLScheduler.h"
+#include "src/core/CL/ICLKernel.h"
#include "src/core/helpers/AutoConfiguration.h"
+#include "src/runtime/gpu/cl/operators/ClFlatten.h"
namespace arm_compute
{
+struct CLFlattenLayer::Impl
+{
+ const ICLTensor *src{ nullptr };
+ ICLTensor *dst{ nullptr };
+ std::unique_ptr<opencl::ClFlatten> op{ nullptr };
+};
+
+CLFlattenLayer::CLFlattenLayer()
+ : _impl(std::make_unique<Impl>())
+{
+}
+CLFlattenLayer::CLFlattenLayer(CLFlattenLayer &&) = default;
+CLFlattenLayer &CLFlattenLayer::operator=(CLFlattenLayer &&) = default;
+CLFlattenLayer::~CLFlattenLayer() = default;
+
void CLFlattenLayer::configure(const ICLTensor *input, ICLTensor *output)
{
configure(CLKernelLibrary::get().get_compile_context(), input, output);
@@ -41,8 +57,12 @@ void CLFlattenLayer::configure(const ICLTensor *input, ICLTensor *output)
void CLFlattenLayer::configure(const CLCompileContext &compile_context, const ICLTensor *input, ICLTensor *output)
{
ARM_COMPUTE_ERROR_ON_NULLPTR(input, output);
+ _impl->src = input;
+ _impl->dst = output;
auto_init_if_empty(*output->info(), input->info()->clone()->set_tensor_shape(misc::shape_calculator::compute_flatten_shape(input->info())));
- _reshape.configure(compile_context, input, output);
+
+ _impl->op = std::make_unique<opencl::ClFlatten>();
+ _impl->op->configure(compile_context, _impl->src->info(), _impl->dst->info());
}
Status CLFlattenLayer::validate(const ITensorInfo *input, const ITensorInfo *output)
@@ -53,11 +73,14 @@ Status CLFlattenLayer::validate(const ITensorInfo *input, const ITensorInfo *out
const TensorInfo tensor_info_output = input->clone()->set_tensor_shape(misc::shape_calculator::compute_flatten_shape(input));
ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_SHAPES(output, &tensor_info_output);
}
- return CLReshapeLayer::validate(input, output);
+ return opencl::ClFlatten::validate(input, output);
}
void CLFlattenLayer::run()
{
- _reshape.run();
+ ITensorPack pack;
+ pack.add_tensor(TensorType::ACL_SRC, _impl->src);
+ pack.add_tensor(TensorType::ACL_DST, _impl->dst);
+ _impl->op->run(pack);
}
} // namespace arm_compute \ No newline at end of file
diff --git a/src/runtime/gpu/cl/operators/ClFlatten.cpp b/src/runtime/gpu/cl/operators/ClFlatten.cpp
new file mode 100644
index 0000000000..060b653dee
--- /dev/null
+++ b/src/runtime/gpu/cl/operators/ClFlatten.cpp
@@ -0,0 +1,45 @@
+/*
+ * 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/gpu/cl/operators/ClFlatten.h"
+
+#include "src/core/gpu/cl/ClCompileContext.h"
+#include "src/core/gpu/cl/kernels/ClReshapeKernel.h"
+
+namespace arm_compute
+{
+namespace opencl
+{
+void ClFlatten::configure(const ClCompileContext &compile_context, const ITensorInfo *src, ITensorInfo *dst)
+{
+ auto k = std::make_unique<kernels::ClReshapeKernel>();
+ k->configure(compile_context, src, dst);
+ _kernel = std::move(k);
+}
+
+Status ClFlatten::validate(const ITensorInfo *src, const ITensorInfo *dst)
+{
+ return kernels::ClReshapeKernel::validate(src, dst);
+}
+} // namespace opencl
+} // namespace arm_compute
diff --git a/src/runtime/gpu/cl/operators/ClFlatten.h b/src/runtime/gpu/cl/operators/ClFlatten.h
new file mode 100644
index 0000000000..20ad06ee57
--- /dev/null
+++ b/src/runtime/gpu/cl/operators/ClFlatten.h
@@ -0,0 +1,68 @@
+/*
+ * 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.
+ */
+#ifndef ARM_COMPUTE_CL_FLATTEN_H
+#define ARM_COMPUTE_CL_FLATTEN_H
+
+#include "src/core/gpu/cl/ClCompileContext.h"
+#include "src/runtime/gpu/cl/IClOperator.h"
+
+namespace arm_compute
+{
+namespace opencl
+{
+/** Basic function to flatten a given input */
+class ClFlatten : public IClOperator
+{
+public:
+ /** Constructor */
+ ClFlatten() = default;
+ /** Configure operator for a given list of arguments
+ *
+ * Valid data layouts:
+ * - All
+ *
+ * Valid data type configurations:
+ * |src |dst |
+ * |:--------------|:--------------|
+ * |All |All |
+ *
+ * @param[in] compile_context The compile context to be used.
+ * @param[in] src Source tensor to flatten with at least 3 dimensions.
+ * The dimensions above the third will be interpreted as batches. Data types supported: All
+ * @param[in] dst Destination tensor with shape [w*h*d, input_batches] where:
+ * w = width input tensor, h = height input tensor and d = depth input tensor.
+ * Data type supported: same as @p src
+ */
+ void configure(const ClCompileContext &compile_context, const ITensorInfo *src, ITensorInfo *dst);
+ /** Static function to check if given info will lead to a valid configuration
+ *
+ * Similar to @ref ClFlatten::configure()
+ *
+ * @return a status
+ */
+ static Status validate(const ITensorInfo *src, const ITensorInfo *dst);
+};
+} // namespace opencl
+} // namespace arm_compute
+#endif /* ARM_COMPUTE_CL_FLATTEN_H */