aboutsummaryrefslogtreecommitdiff
path: root/arm_compute/core/NEON/kernels/NEGEMMMatrixMultiplyKernel.h
diff options
context:
space:
mode:
authorAnthony Barbier <anthony.barbier@arm.com>2017-09-04 18:44:23 +0100
committerAnthony Barbier <anthony.barbier@arm.com>2018-09-17 13:03:09 +0100
commit6ff3b19ee6120edf015fad8caab2991faa3070af (patch)
treea7a6dcd16dfd56d79fa1b56a313caeebcc939b68 /arm_compute/core/NEON/kernels/NEGEMMMatrixMultiplyKernel.h
downloadComputeLibrary-6ff3b19ee6120edf015fad8caab2991faa3070af.tar.gz
COMPMID-344 Updated doxygen
Change-Id: I32f7b84daa560e460b77216add529c8fa8b327ae
Diffstat (limited to 'arm_compute/core/NEON/kernels/NEGEMMMatrixMultiplyKernel.h')
-rw-r--r--arm_compute/core/NEON/kernels/NEGEMMMatrixMultiplyKernel.h75
1 files changed, 75 insertions, 0 deletions
diff --git a/arm_compute/core/NEON/kernels/NEGEMMMatrixMultiplyKernel.h b/arm_compute/core/NEON/kernels/NEGEMMMatrixMultiplyKernel.h
new file mode 100644
index 0000000000..a684945828
--- /dev/null
+++ b/arm_compute/core/NEON/kernels/NEGEMMMatrixMultiplyKernel.h
@@ -0,0 +1,75 @@
+/*
+ * 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_NEGEMMMATRIXMULTIPLYKERNEL_H__
+#define __ARM_COMPUTE_NEGEMMMATRIXMULTIPLYKERNEL_H__
+
+#include "arm_compute/core/NEON/INEKernel.h"
+
+namespace arm_compute
+{
+class ITensor;
+
+/** NEON kernel to multiply two input matrices "A" and "B". All elements of the output matrix/vector will be multiplied by alpha after the matrix multiplication
+ *
+ * @note If the output tensor is a matrix, the implementation assumes that the input tensors @p input0 and @p input1 are both matrices and reshaped respectively with @ref NEGEMMInterleave4x4Kernel" and @ref NEGEMMTranspose1xWKernel
+ * @note If the output tensor is a vector and the data type is F32, the implementation assumes that the first input tensor @p input0 is a vector and the second input tensor @p input1 a matrix. The implementation also assumes that both tensors have not been reshaped
+ *
+ */
+class NEGEMMMatrixMultiplyKernel : public INEKernel
+{
+public:
+ /** Constructor */
+ NEGEMMMatrixMultiplyKernel();
+ /** Prevent instances of this class from being copied (As this class contains pointers) */
+ NEGEMMMatrixMultiplyKernel(const NEGEMMMatrixMultiplyKernel &) = delete;
+ /** Prevent instances of this class from being copied (As this class contains pointers) */
+ NEGEMMMatrixMultiplyKernel &operator=(const NEGEMMMatrixMultiplyKernel &) = delete;
+ /** Allow instances of this class to be moved */
+ NEGEMMMatrixMultiplyKernel(NEGEMMMatrixMultiplyKernel &&) = default;
+ /** Allow instances of this class to be moved */
+ NEGEMMMatrixMultiplyKernel &operator=(NEGEMMMatrixMultiplyKernel &&) = default;
+ /** Initialise the kernel's input and output.
+ *
+ * @note If the output tensor is a matrix, the input matrices @p input0 and @p input1 should be the output of the kernels: @ref NEGEMMInterleave4x4Kernel and @ref NEGEMMTranspose1xWKernel
+ * These two kernels change the layout of the original matrices to be more cache-friendly.
+ *
+ * @param[in] input0 Input tensor containing the interleaved Matrix A or the vector A. Data types supported: F16/F32
+ * @param[in] input1 Input tensor containing the transposed Matrix B if the first input tensor A is not a vector.
+ * If the output tensor is a vector, input1 must contain the matrix B not reshaped. Data type supported: same as @p input0
+ * @param[out] output Output tensor to store the result of matrix multiplication. Data type supported: same as @p input0.
+ * @param[in] alpha Weight of the matrix product
+ */
+ void configure(const ITensor *input0, const ITensor *input1, ITensor *output, float alpha);
+
+ // Inherited methods overridden:
+ void run(const Window &window) override;
+
+private:
+ const ITensor *_input0;
+ const ITensor *_input1;
+ ITensor *_output;
+ float _alpha;
+};
+}
+#endif /*__ARM_COMPUTE_NEGEMMMATRIXMULTIPLYKERNEL_H__*/