aboutsummaryrefslogtreecommitdiff
path: root/arm_compute/runtime/NEON/functions/NEGEMM.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/runtime/NEON/functions/NEGEMM.h
downloadComputeLibrary-6ff3b19ee6120edf015fad8caab2991faa3070af.tar.gz
COMPMID-344 Updated doxygen
Change-Id: I32f7b84daa560e460b77216add529c8fa8b327ae
Diffstat (limited to 'arm_compute/runtime/NEON/functions/NEGEMM.h')
-rw-r--r--arm_compute/runtime/NEON/functions/NEGEMM.h78
1 files changed, 78 insertions, 0 deletions
diff --git a/arm_compute/runtime/NEON/functions/NEGEMM.h b/arm_compute/runtime/NEON/functions/NEGEMM.h
new file mode 100644
index 0000000000..a40aa910a5
--- /dev/null
+++ b/arm_compute/runtime/NEON/functions/NEGEMM.h
@@ -0,0 +1,78 @@
+/*
+ * 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_NEGEMM_H__
+#define __ARM_COMPUTE_NEGEMM_H__
+
+#include "arm_compute/core/NEON/kernels/NEFillBorderKernel.h"
+#include "arm_compute/core/NEON/kernels/NEGEMMInterleave4x4Kernel.h"
+#include "arm_compute/core/NEON/kernels/NEGEMMMatrixAdditionKernel.h"
+#include "arm_compute/core/NEON/kernels/NEGEMMMatrixMultiplyKernel.h"
+#include "arm_compute/core/NEON/kernels/NEGEMMTranspose1xWKernel.h"
+#include "arm_compute/runtime/IFunction.h"
+#include "arm_compute/runtime/Tensor.h"
+
+namespace arm_compute
+{
+/** Basic function to execute GEMM on NEON. This function calls the following NEON kernels:
+ *
+ * -# @ref NEGEMMInterleave4x4Kernel (if the output tensor is a matrix)
+ * -# @ref NEGEMMTranspose1xWKernel (if the output tensor is a matrix)
+ * -# @ref NEGEMMMatrixMultiplyKernel
+ * -# @ref NEGEMMMatrixAdditionKernel (if c != nullptr and beta != 0.0)
+ *
+ */
+class NEGEMM : public IFunction
+{
+public:
+ /** Constructor */
+ NEGEMM();
+ /** Initialise the kernel's inputs, output
+ *
+ * @note GEMM: General Matrix Multiply - [alpha * A * B + beta * C].
+ * @note GEMM: The tensors a, b, c, d must have the same data type. You should not mix data types when calling this function.
+ *
+ * @param[in] a First input tensor (Matrix A or Vector A). Data type supported: QS8/F16/F32
+ * @param[in] b Second input tensor (Matrix B). Data type supported: same as @p a
+ * @param[in] c Third input tensor (Matrix C). It can be a nullptr if just the multiplication between @p a and @p b is needed. Data type supported: same as @p a
+ * @param[out] d Output tensor. Data type supported: same as @p a
+ * @param[in] alpha Weight of the matrix product
+ * @param[in] beta Weight of matrix C
+ */
+ void configure(const ITensor *a, const ITensor *b, const ITensor *c, ITensor *d, float alpha, float beta);
+
+ // Inherited methods overridden:
+ void run() override;
+
+private:
+ NEGEMMInterleave4x4Kernel _interleave_kernel;
+ NEGEMMTranspose1xWKernel _transpose_kernel;
+ NEGEMMMatrixMultiplyKernel _mm_kernel;
+ NEGEMMMatrixAdditionKernel _ma_kernel;
+ Tensor _tmp_a;
+ Tensor _tmp_b;
+ bool _run_vector_matrix_multiplication;
+ bool _run_addition;
+};
+}
+#endif /*__ARM_COMPUTE_NEGEMM_H__ */