From 74921eee924625426429044decefe3673561b174 Mon Sep 17 00:00:00 2001 From: Michael Tyler Date: Wed, 12 Apr 2023 17:43:17 +0100 Subject: Update CPU kernel implementations and guard directives Resolves COMPMID-6023 Change-Id: I868975d14c4f98af6716726feda22405a6a4c891 Signed-off-by: Michael Tyler Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/9686 Tested-by: Arm Jenkins Reviewed-by: Viet-Hoa Do Comments-Addressed: Arm Jenkins Benchmark: Arm Jenkins --- .../sme_transpose_interleave_8VL_2x2.hpp | 132 +++++++++++++++++++++ 1 file changed, 132 insertions(+) create mode 100644 src/core/NEON/kernels/arm_gemm/transforms/sme_transpose_interleave_8VL_2x2.hpp (limited to 'src/core/NEON/kernels/arm_gemm/transforms/sme_transpose_interleave_8VL_2x2.hpp') diff --git a/src/core/NEON/kernels/arm_gemm/transforms/sme_transpose_interleave_8VL_2x2.hpp b/src/core/NEON/kernels/arm_gemm/transforms/sme_transpose_interleave_8VL_2x2.hpp new file mode 100644 index 0000000000..ec7c415e27 --- /dev/null +++ b/src/core/NEON/kernels/arm_gemm/transforms/sme_transpose_interleave_8VL_2x2.hpp @@ -0,0 +1,132 @@ +/* + * Copyright (c) 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(ARM_COMPUTE_ENABLE_SME) + +namespace { + +void sme_transpose_interleave_8VL_2x2(uint16_t *out, const uint16_t *in, size_t width, size_t in_stride, size_t height) +{ + uint16_t *pad_row = reinterpret_cast(alloca(width * sizeof(uint16_t))); + + if (height % 2) { + memset(pad_row, 0, width * sizeof(uint16_t)); + } + + size_t out_stride = 8 * roundup(height, 2) * sme::get_vector_length(); + + __asm__ __volatile__( + ".inst 0xd503477f // SMSTART ZA\n" + "ptrue p4.b\n" + "1:" // Main row loop: Head + "mov x24, %x[in]\n" + "add x23, x24, %x[in_stride]\n" + "cmp %x[height], #0x1\n" + "add %x[in], x23, %x[in_stride]\n" + "mov x22, %x[out]\n" + "csel x23, x23, %x[pad_row], GT\n" + "sub %x[height], %x[height], #0x2\n" + "mov x21, %x[width]\n" + "2:" // Main row loop: Column loop + "mov x20, x21\n" + "whilelt p3.h, XZR, x20\n" + "ld1h { z20.h }, p3/Z, [x24]\n" + "dech x20\n" + "whilelt p2.h, XZR, x20\n" + "ld1h { z19.h }, p2/Z, [x24, #1, MUL VL]\n" + "dech x20\n" + "whilelt p1.h, XZR, x20\n" + "ld1h { z18.h }, p1/Z, [x24, #2, MUL VL]\n" + "dech x20\n" + "whilelt p0.h, XZR, x20\n" + "ld1h { z24.h }, p0/Z, [x24, #3, MUL VL]\n" + "ld1h { z17.h }, p3/Z, [x23]\n" + "decw x21, ALL, MUL #8\n" + "cmp x21, #0x0\n" + "zip1 z23.h, z20.h, z17.h\n" + "ld1h { z16.h }, p2/Z, [x23, #1, MUL VL]\n" + "addvl x24, x24, #4\n" + "zip2 z22.h, z20.h, z17.h\n" + "zip1 z21.h, z19.h, z16.h\n" + "ld1h { z17.h }, p1/Z, [x23, #2, MUL VL]\n" + "zip2 z20.h, z19.h, z16.h\n" + "zip1 z19.h, z18.h, z17.h\n" + "ld1h { z16.h }, p0/Z, [x23, #3, MUL VL]\n" + "addvl x23, x23, #4\n" + "zip2 z18.h, z18.h, z17.h\n" + "zip1 z17.h, z24.h, z16.h\n" + "zip2 z16.h, z24.h, z16.h\n" + "st1h { z23.h }, p4, [x22]\n" + "st1h { z22.h }, p4, [x22, #1, MUL VL]\n" + "st1h { z21.h }, p4, [x22, #2, MUL VL]\n" + "st1h { z20.h }, p4, [x22, #3, MUL VL]\n" + "st1h { z19.h }, p4, [x22, #4, MUL VL]\n" + "st1h { z18.h }, p4, [x22, #5, MUL VL]\n" + "st1h { z17.h }, p4, [x22, #6, MUL VL]\n" + "st1h { z16.h }, p4, [x22, #7, MUL VL]\n" + "add x22, x22, %x[out_stride]\n" + "bgt 2b\n" + "3:" // Main row loop: Column loop skip + "cmp %x[height], #0x1\n" + "addvl %x[out], %x[out], #8\n" + "bge 1b\n" + ".inst 0xd503467f // SMSTOP\n" + : [height] "+&r" (height), [in] "+&r" (in), [out] "+&r" (out) + : [in_stride] "r" (in_stride), [out_stride] "r" (out_stride), [pad_row] "r" (pad_row), [width] "r" (width) + : "cc", "memory", "p0", "p1", "p2", "p3", "p4", "p5", "p6", "p7", "p8", "p9", "p10", "p11", "p12", "p13", "p14", "p15", "x20", "x21", "x22", "x23", "x24", "z0", "z1", "z2", "z3", "z4", "z5", "z6", "z7", "z8", "z9", "z10", "z11", "z12", "z13", "z14", "z15", "z16", "z17", "z18", "z19", "z20", "z21", "z22", "z23", "z24", "z25", "z26", "z27", "z28", "z29", "z30", "z31" + ); +} + +} // anonymous namespace + +template<> +void Transform<8, 2, true, VLType::SME>( + bfloat16 *out, const bfloat16 *in, int stride, int x0, int xmax, int k0, int kmax) +{ + sme_transpose_interleave_8VL_2x2( + reinterpret_cast(out), + reinterpret_cast(in + k0 * stride + x0), + (xmax-x0) * sizeof(bfloat16) / 2, + stride * sizeof(bfloat16), + (kmax-k0) + ); +} + +template<> +void Transform<8, 2, true, VLType::SME>( + __fp16 *out, const __fp16 *in, int stride, int x0, int xmax, int k0, int kmax) +{ + sme_transpose_interleave_8VL_2x2( + reinterpret_cast(out), + reinterpret_cast(in + k0 * stride + x0), + (xmax-x0) * sizeof(__fp16) / 2, + stride * sizeof(__fp16), + (kmax-k0) + ); +} + + +#endif // defined(ARM_COMPUTE_ENABLE_SME) -- cgit v1.2.1