aboutsummaryrefslogtreecommitdiff
path: root/src/core/NEON/kernels/arm_gemm/std_transforms_sme.hpp
diff options
context:
space:
mode:
Diffstat (limited to 'src/core/NEON/kernels/arm_gemm/std_transforms_sme.hpp')
-rw-r--r--src/core/NEON/kernels/arm_gemm/std_transforms_sme.hpp80
1 files changed, 80 insertions, 0 deletions
diff --git a/src/core/NEON/kernels/arm_gemm/std_transforms_sme.hpp b/src/core/NEON/kernels/arm_gemm/std_transforms_sme.hpp
new file mode 100644
index 0000000000..40f61626a1
--- /dev/null
+++ b/src/core/NEON/kernels/arm_gemm/std_transforms_sme.hpp
@@ -0,0 +1,80 @@
+/*
+ * Copyright (c) 2022-2024 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.
+ */
+#pragma once
+
+#include "interleave_indirect.hpp"
+#include "transform.hpp"
+
+namespace arm_gemm {
+
+/*
+ * Define "standard" transforms for the blocked GEMMs for SVE.
+ *
+ * This assumes that A is interleaved 'height' ways, B is interleaved
+ * 'width'xVL ways and transposed, and that the merge needs to work in
+ * 'height' x 'width'xVL blocks.
+ *
+ * The optional 'block' parameter is for kernels using dot-product type
+ * instructions like UDOT and SDOT.
+ */
+template<typename TOperand, typename TResult, unsigned int height_vectors, unsigned int width_vectors, unsigned int block=1, bool integrate_sums=false>
+class StdTransformsSME
+{
+public:
+ template<typename TIn>
+ void PrepareA(TOperand *out, const TIn *in, const int stride, const int y0,
+ const int ymax, const int k0, const int kmax, int32_t row_sum_multiplier) {
+ Interleave<height_vectors, block, VLType::SME>(out, in, stride, y0, ymax, k0, kmax, integrate_sums, row_sum_multiplier);
+ }
+
+ template<typename TIn>
+ void PrepareA_indirect(TOperand *out, const TIn * const * const *ptr, size_t stringlen, size_t rounded_stringlen, const int y0,
+ const int ymax, const int k0, const int kmax, int32_t row_sum_multiplier) {
+ IndirectInterleave<height_vectors, block, VLType::SME>(out, ptr, stringlen, rounded_stringlen, y0, ymax, k0, kmax, integrate_sums, row_sum_multiplier);
+ }
+
+ template<typename TIn>
+ void PrepareA_convolution(TOperand *out, const TIn *ptr, size_t stride, const convolver<TIn> &conv, size_t rounded_stringlen,
+ const int y0, const int ymax, const int k0, const int kmax, int32_t row_sum_multiplier) {
+ ConvolutionInterleave<height_vectors, block, VLType::SME>(out, ptr, stride, conv, rounded_stringlen, y0, ymax, k0, kmax, integrate_sums, row_sum_multiplier);
+ }
+
+ bool PrepareB_supports_transpose() const {
+ return false;
+ }
+
+ template<typename TIn>
+ void PrepareB(TOperand *out, const TIn *in, const int stride, const int x0,
+ const int xmax, const int k0, const int kmax, bool transposed) {
+ assert (!transposed);
+ Transform<width_vectors, block, true, VLType::SME>(out, in, stride, x0, xmax, k0, kmax);
+ }
+
+ template<typename TOut>
+ void Merge(TOut *, const TResult *, int, int, int, int, int, const TOut *, const Activation, bool) {
+ // Separate merge not supported for SME.
+ }
+};
+
+} // namespace arm_gemm