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authorGeorgios Pinitas <georgios.pinitas@arm.com>2020-12-04 15:51:34 +0000
committerMichele Di Giorgio <michele.digiorgio@arm.com>2020-12-10 10:44:54 +0000
commit0b1c2db5c29ed80b7f4dd0c4fd6d4ed91b3d1538 (patch)
tree4d59e2627ad5d094ff80976488a5488982764d85 /src/core/CL/kernels/CLYOLOLayerKernel.h
parentec2256b81e6d6f655dcfbc76683738fbfeb82bcc (diff)
downloadComputeLibrary-0b1c2db5c29ed80b7f4dd0c4fd6d4ed91b3d1538.tar.gz
Remove (NE/CL)YoloLayer support
YOLO layer is too specialized and specific to a single model type. Can be decomposed using split, activation and concatenate layers Partially Resolves: COMPMID-3996 Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: I3cde88f8d4cc7d8c70ce1bb3b32b00f8d09bdca2 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4678 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
Diffstat (limited to 'src/core/CL/kernels/CLYOLOLayerKernel.h')
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1 files changed, 0 insertions, 98 deletions
diff --git a/src/core/CL/kernels/CLYOLOLayerKernel.h b/src/core/CL/kernels/CLYOLOLayerKernel.h
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--- a/src/core/CL/kernels/CLYOLOLayerKernel.h
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@@ -1,98 +0,0 @@
-/*
- * Copyright (c) 2018-2020 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_CLYOLOLAYERKERNEL_H
-#define ARM_COMPUTE_CLYOLOLAYERKERNEL_H
-
-#include "src/core/CL/ICLKernel.h"
-
-namespace arm_compute
-{
-class ICLTensor;
-
-/** Interface for the YOLO layer kernel that performs partial activation.
- * For each box, activate only:
- * - x and y position (channel 0 and 1 of each box)
- * - objectiveness (channel 4 of each box)
- * - classes (channel 5 to (classes - 5) of each box)
- */
-class CLYOLOLayerKernel : public ICLKernel
-{
-public:
- /** Default constructor */
- CLYOLOLayerKernel();
- /** Prevent instances of this class from being copied (As this class contains pointers) */
- CLYOLOLayerKernel(const CLYOLOLayerKernel &) = delete;
- /** Prevent instances of this class from being copied (As this class contains pointers) */
- CLYOLOLayerKernel &operator=(const CLYOLOLayerKernel &) = delete;
- /** Allow instances of this class to be moved */
- CLYOLOLayerKernel(CLYOLOLayerKernel &&) = default;
- /** Allow instances of this class to be moved */
- CLYOLOLayerKernel &operator=(CLYOLOLayerKernel &&) = default;
- /** Default destructor */
- ~CLYOLOLayerKernel() = default;
- /** Set the input and output tensor.
- *
- * @note If the output tensor is a nullptr, the activation function will be performed in-place
- *
- * @param[in, out] input Source tensor. In case of @p output tensor = nullptr, this tensor will store the result
- * of the activation function. Data types supported: F16/F32.
- * @param[out] output Destination tensor. Data type supported: same as @p input
- * @param[in] act_info Activation layer information.
- * @param[in] num_classes Number of classes to activate (must be submultiple of @p input channels)
- */
- void configure(ICLTensor *input, ICLTensor *output, const ActivationLayerInfo &act_info, int32_t num_classes);
- /** Set the input and output tensor.
- *
- * @note If the output tensor is a nullptr, the activation function will be performed in-place
- *
- * @param[in] compile_context The compile context to be used.
- * @param[in, out] input Source tensor. In case of @p output tensor = nullptr, this tensor will store the result
- * of the activation function. Data types supported: F16/F32.
- * @param[out] output Destination tensor. Data type supported: same as @p input
- * @param[in] act_info Activation layer information.
- * @param[in] num_classes Number of classes to activate (must be submultiple of @p input channels)
- */
- void configure(const CLCompileContext &compile_context, ICLTensor *input, ICLTensor *output, const ActivationLayerInfo &act_info, int32_t num_classes);
- /** Static function to check if given info will lead to a valid configuration of @ref CLYOLOLayerKernel
- *
- * @param[in] input Source tensor info. In case of @p output tensor info = nullptr, this tensor will store the result
- * of the activation function. Data types supported: F16/F32.
- * @param[in] output Destination tensor info. Data type supported: same as @p input
- * @param[in] act_info Activation layer information.
- * @param[in] num_classes Number of classes to activate (must be submultiple of @p input channels)
- *
- * @return a status
- */
- static Status validate(const ITensorInfo *input, const ITensorInfo *output, const ActivationLayerInfo &act_info, int32_t num_classes);
-
- // Inherited methods overridden:
- void run(const Window &window, cl::CommandQueue &queue) override;
-
-private:
- ICLTensor *_input;
- ICLTensor *_output;
- bool _run_in_place;
-};
-} // namespace arm_compute
-#endif /*ARM_COMPUTE_CLYOLOLAYERKERNEL_H */