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authorGeorgios Pinitas <georgios.pinitas@arm.com>2021-08-20 21:39:25 +0100
committerGeorgios Pinitas <georgios.pinitas@arm.com>2021-08-25 16:23:15 +0000
commit7891a73ef36f4ad7b71069b3c57694f85bb79454 (patch)
tree5b08692989e28ce63de2937d8d92ea5176589dbe /src/gpu/cl/operators/ClDirectConv2d.h
parenta46c9c98c2b1d70acc7c6eee00e2cdc2a1e209a6 (diff)
downloadComputeLibrary-7891a73ef36f4ad7b71069b3c57694f85bb79454.tar.gz
Move CPU/GPU files from Core/Runtime to the respective backend folders
Legacy structure contained two libraries core/runtime with two backends in each. We reduce the core/runtime libraries to a single library thus merging the backend files Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: I69545765fe7a730368105cdbd067d3135ec7a174 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/6155 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
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diff --git a/src/gpu/cl/operators/ClDirectConv2d.h b/src/gpu/cl/operators/ClDirectConv2d.h
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+/*
+ * 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_DIRECT_CONV2D_H
+#define ARM_COMPUTE_CL_DIRECT_CONV2D_H
+
+#include "src/gpu/cl/ClCompileContext.h"
+#include "src/gpu/cl/IClKernel.h"
+#include "src/gpu/cl/IClOperator.h"
+
+#include <memory>
+
+namespace arm_compute
+{
+namespace opencl
+{
+/** Basic function to simulate a directly convolution layer. This function calls the following OpenCL kernels:
+ *
+ * -# @ref CLFillBorderKernel (executed if padding size is different from zero)
+ * -# @ref opencl::ClDirectConv2d
+ */
+class ClDirectConv2d : public IClOperator
+{
+public:
+ ClDirectConv2d() = default;
+ /** Set the src and dst tensors.
+ *
+ * @param[in] compile_context The compile context to be used.
+ * @param[in] src Source tensor. 3 lower dimensions represent a single src [width, height, IFM],
+ * while every optional dimension from 4 and above represent a batch of srcs.
+ * Data types supported: QASYMM8_SIGNED/QASYMM8/F16/F32.
+ * @param[in] weights Weights tensor. Weights are 4D tensor with dimensions [kernel_x, kernel_y, IFM, OFM]. Data type supported:Same as @p src.
+ * @param[in] biases Biases tensor. Shared biases supported. Biases are 1D tensor with dimensions [OFM].
+ * Data type supported: Should match @p src data type, except for src of QASYMM8 and QASYMM8_SIGNED type where biases should be of S32 type.
+ * @param[out] dst Destination tensor. 3 lower dimensions represent a single dst [width, height, OFM], while the rest represent batch of dsts.
+ * Data types supported: Same as @p src.
+ * @param[in] conv_info Contains padding and stride information described in @ref PadStrideInfo.
+ * @param[in] act_info (Optional) Activation layer information in case of a fused activation.
+ *
+ */
+ void configure(const CLCompileContext &compile_context, ITensorInfo *src, ITensorInfo *weights, ITensorInfo *biases, ITensorInfo *dst, const PadStrideInfo &conv_info,
+ const ActivationLayerInfo &act_info = ActivationLayerInfo());
+ /** Static function to check if given info will lead to a valid configuration
+ *
+ * Similar to ClDirectConv2d::configure()
+ *
+ * @return a status
+ */
+ static Status validate(const ITensorInfo *src, const ITensorInfo *weights, const ITensorInfo *biases, const ITensorInfo *dst, const PadStrideInfo &conv_info,
+ const ActivationLayerInfo &act_info = ActivationLayerInfo());
+
+ // Inherited method overridden
+ void run(ITensorPack &tensors) override;
+
+private:
+ std::unique_ptr<IClKernel> _direct_conv_kernel{ nullptr };
+ std::unique_ptr<IClKernel> _src_border_handler{ nullptr };
+ std::unique_ptr<IClKernel> _activation_kernel{ nullptr };
+};
+} // namespace opencl
+} // namespace arm_compute
+#endif /* ARM_COMPUTE_CL_DIRECT_CONV2D_H */ \ No newline at end of file