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diff --git a/src/core/NEON/kernels/arm_gemm/transforms/a64_transpose_interleave_16.hpp b/src/core/NEON/kernels/arm_gemm/transforms/a64_transpose_interleave_16.hpp
new file mode 100644
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+++ b/src/core/NEON/kernels/arm_gemm/transforms/a64_transpose_interleave_16.hpp
@@ -0,0 +1,141 @@
+/*
+ * Copyright (c) 2021-2023 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
+
+#if defined(__aarch64__)
+
+namespace {
+
+void a64_transpose_interleave_16(uint32_t *out, const uint32_t *in, size_t width, size_t in_stride, size_t height)
+{
+ size_t out_stride = 4 * height * sizeof(uint32_t);
+
+ __asm__ __volatile__(
+ "cmp %x[height], #0x4\n"
+ "blt 6f\n"
+ "1:" // Main row loop: Head
+ "mov x25, %x[in]\n"
+ "mov x24, %x[width]\n"
+ "mov x23, %x[out]\n"
+ "sub %x[height], %x[height], #0x4\n"
+ "add x22, x25, %x[in_stride]\n"
+ "add x21, x22, %x[in_stride]\n"
+ "add x20, x21, %x[in_stride]\n"
+ "cmp x24, #0x4\n"
+ "add %x[in], x20, %x[in_stride]\n"
+ "blt 3f\n"
+ "2:" // Main row loop: Column loop
+ "ldr q19, [x25], #0x10\n"
+ "ldr q18, [x22], #0x10\n"
+ "sub x24, x24, #0x4\n"
+ "ldr q17, [x21], #0x10\n"
+ "ldr q16, [x20], #0x10\n"
+ "cmp x24, #0x4\n"
+ "str q19, [x23, #0x0]\n"
+ "str q18, [x23, #0x10]\n"
+ "str q17, [x23, #0x20]\n"
+ "str q16, [x23, #0x30]\n"
+ "add x23, x23, %x[out_stride]\n"
+ "bge 2b\n"
+ "3:" // Main row loop: Column loop skip
+ "cbz x24, 5f\n"
+ "movi v16.4s, #0x0\n"
+ "str q16, [x23, #0x0]\n"
+ "str q16, [x23, #0x10]\n"
+ "str q16, [x23, #0x20]\n"
+ "str q16, [x23, #0x30]\n"
+ "4:" // Main row loop: width 1 loop: loop
+ "ldr s19, [x25], #0x4\n"
+ "ldr s18, [x22], #0x4\n"
+ "sub x24, x24, #0x1\n"
+ "ldr s17, [x21], #0x4\n"
+ "ldr s16, [x20], #0x4\n"
+ "cmp x24, #0x1\n"
+ "str s19, [x23, #0x0]\n"
+ "str s18, [x23, #0x10]\n"
+ "str s17, [x23, #0x20]\n"
+ "str s16, [x23, #0x30]\n"
+ "add x23, x23, #0x4\n"
+ "bge 4b\n"
+ "5:" // Main row loop: odd col skip
+ "cmp %x[height], #0x4\n"
+ "add %x[out], %x[out], #0x40\n"
+ "bge 1b\n"
+ "cbz %x[height], 12f\n"
+ "6:" // Main loop skip
+ "7:" // Tail row loop: Head
+ "mov x20, %x[width]\n"
+ "mov x25, %x[in]\n"
+ "mov x23, %x[out]\n"
+ "sub %x[height], %x[height], #0x1\n"
+ "cmp x20, #0x4\n"
+ "add %x[in], x25, %x[in_stride]\n"
+ "blt 9f\n"
+ "8:" // Tail row loop: Column loop
+ "ldr q16, [x25], #0x10\n"
+ "sub x20, x20, #0x4\n"
+ "cmp x20, #0x4\n"
+ "str q16, [x23, #0x0]\n"
+ "add x23, x23, %x[out_stride]\n"
+ "bge 8b\n"
+ "9:" // Tail row loop: Column loop skip
+ "cbz x20, 11f\n"
+ "movi v16.4s, #0x0\n"
+ "str q16, [x23, #0x0]\n"
+ "10:" // Tail row loop: width 1 loop: loop
+ "ldr s16, [x25], #0x4\n"
+ "sub x20, x20, #0x1\n"
+ "cmp x20, #0x1\n"
+ "str s16, [x23, #0x0]\n"
+ "add x23, x23, #0x4\n"
+ "bge 10b\n"
+ "11:" // Tail row loop: odd col skip
+ "cmp %x[height], #0x1\n"
+ "add %x[out], %x[out], #0x10\n"
+ "bge 7b\n"
+ "12:" // Done
+ : [height] "+&r" (height), [in] "+&r" (in), [out] "+&r" (out)
+ : [in_stride] "r" (in_stride), [out_stride] "r" (out_stride), [width] "r" (width)
+ : "cc", "memory", "v16", "v17", "v18", "v19", "x20", "x21", "x22", "x23", "x24", "x25"
+ );
+}
+
+} // anonymous namespace
+
+template<>
+void Transform<4, 1, true, VLType::None>(
+ float *out, const float *in, int stride, int x0, int xmax, int k0, int kmax)
+{
+ a64_transpose_interleave_16(
+ reinterpret_cast<uint32_t *>(out),
+ reinterpret_cast<const uint32_t *>(in + k0 * stride + x0),
+ (xmax-x0) * sizeof(float) / 4,
+ stride * sizeof(float),
+ (kmax-k0)
+ );
+}
+
+
+#endif // defined(__aarch64__)