COMPMID-452 CL Generic Depthwise Convolution implementation.
Change-Id: I115e48fe6ce5e281f3791aa5d80fdc754cdd2b5e
Reviewed-on: http://mpd-gerrit.cambridge.arm.com/85082
Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
diff --git a/arm_compute/core/CL/kernels/CLDepthwiseVectorToTensorKernel.h b/arm_compute/core/CL/kernels/CLDepthwiseVectorToTensorKernel.h
new file mode 100644
index 0000000..1dae9b2
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+++ b/arm_compute/core/CL/kernels/CLDepthwiseVectorToTensorKernel.h
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+/*
+ * Copyright (c) 2017 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_CLDEPTHWISEVECTORTOTENSORKERNEL_H__
+#define __ARM_COMPUTE_CLDEPTHWISEVECTORTOTENSORKERNEL_H__
+
+#include "arm_compute/core/CL/ICLKernel.h"
+
+namespace arm_compute
+{
+class ICLTensor;
+
+/** Interface for the depthwise vector to tensor kernel.
+ *
+ * This kernel takes the 1D tensor that's been produced by the MatrixVectorMultiply
+ * kernel and reshapes it to given width and height (previously calculated, based
+ * on input/weights dimensions and convolution strides and padding).
+ *
+ **/
+class CLDepthwiseVectorToTensorKernel : public ICLKernel
+{
+public:
+ /** Default constructor */
+ CLDepthwiseVectorToTensorKernel();
+ /** Prevent instances of this class from being copied (As this class contains pointers) */
+ CLDepthwiseVectorToTensorKernel(const CLDepthwiseVectorToTensorKernel &) = delete;
+ /** Prevent instances of this class from being copied (As this class contains pointers) */
+ CLDepthwiseVectorToTensorKernel &operator=(const CLDepthwiseVectorToTensorKernel &) = delete;
+ /** Allow instances of this class to be moved */
+ CLDepthwiseVectorToTensorKernel(CLDepthwiseVectorToTensorKernel &&) = default;
+ /** Allow instances of this class to be moved */
+ CLDepthwiseVectorToTensorKernel &operator=(CLDepthwiseVectorToTensorKernel &&) = default;
+ /** Set the input and output of the kernel.
+ *
+ * @param[in] input The input vector to convert. Data type supported: F32.
+ * @param[out] output The output tensor. 3 lower dimensions represent a single input [width, height, IFM]. Data type supported: same as @p input.
+ * @param[in] conv_w The converted tensor's width.
+ * @param[in] conv_h The converted tensor's height.
+ */
+ void configure(const ICLTensor *input, ICLTensor *output, size_t conv_w, size_t conv_h);
+
+ // Inherited methods overridden:
+ void run(const Window &window, cl::CommandQueue &queue) override;
+
+private:
+ const ICLTensor *_input;
+ ICLTensor *_output;
+};
+} // arm_compute
+#endif /*__ARM_COMPUTE_CLDEPTHWISEVECTORTOTENSORKERNEL_H__ */