diff options
Diffstat (limited to 'src/core/NEON/kernels/arm_gemm/kernels/sme2_gemv_fp32bf16fp32_dot_16VL/generic.cpp')
| -rw-r--r-- | src/core/NEON/kernels/arm_gemm/kernels/sme2_gemv_fp32bf16fp32_dot_16VL/generic.cpp | 610 |
1 files changed, 610 insertions, 0 deletions
diff --git a/src/core/NEON/kernels/arm_gemm/kernels/sme2_gemv_fp32bf16fp32_dot_16VL/generic.cpp b/src/core/NEON/kernels/arm_gemm/kernels/sme2_gemv_fp32bf16fp32_dot_16VL/generic.cpp new file mode 100644 index 0000000000..c6fa11016f --- /dev/null +++ b/src/core/NEON/kernels/arm_gemm/kernels/sme2_gemv_fp32bf16fp32_dot_16VL/generic.cpp @@ -0,0 +1,610 @@ +/* + * Copyright (c) 2022-2023 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. + */ + +#if defined(ARM_COMPUTE_ENABLE_SME2) + +#include "arm_gemm.hpp" +#include "../../utils.hpp" +#include "../../bfloat.hpp" + +#include <cassert> +#include <limits> + +namespace arm_gemm { + +void sme2_gemv_fp32bf16fp32_dot_16VL ( + const float *A_ptr, const bfloat16 *B_ptr, float *output_ptr, + size_t N, size_t K, + const float *bias, Activation act, bool +) +{ + struct KernelArgs { + float maxval = static_cast<float>(std::numeric_limits<float>::infinity()); + float minval = - static_cast<float>(std::numeric_limits<float>::infinity()); + const bfloat16 *B_ptr = {}; + size_t output_offset = {}; + unsigned int input_initial_col = {}; + } ka; + + unsigned long flags=0; + ka.B_ptr = B_ptr; + switch(act.type) { + default: + case Activation::Type::None: + break; + case Activation::Type::BoundedReLU: + ka.maxval = static_cast<float>(act.param1); + /* fall through */ + case Activation::Type::ReLU: + ka.minval = 0; + flags |= 0x2; + break; + } + __asm__ __volatile__( + "ptrue p8.b\n" + ".inst 0xd503477f // SMSTART ZA\n" + "cntw x10, ALL, MUL #4\n" + "add x28, %x[N], x10\n" + "sub x28, x28, #0x1\n" + "udiv x28, x28, x10\n" + "add x22, x28, #0x3\n" + "and x22, x22, #0xfffffffffffffffc\n" + "mul x22, x22, x10\n" + "mul x22, x22, %x[K]\n" + "mov x9, #0x0\n" + "mov x27, #0x4\n" + "mov x26, %x[B_ptr]\n" + "mov x25, %x[output_ptr]\n" + "ptrue p2.b\n" + ".inst 0x25207811 // ptrue pn9.b\n" + "lsl x22, x22, #0x1\n" + "mov x21, #0x1\n" + "1:" // RHS size check loop + "cmp x22, #0x200000\n" + "blt 2f\n" + "tbnz x22, #0, 3f\n" + "lsr x22, x22, #0x1\n" + "lsl x21, x21, #0x1\n" + "b 1b\n" + "2:" // RHS do prefetch + "lsl x20, x22, #0x26\n" + "sub x21, x21, #0x1\n" + "lsl x21, x21, #0x16\n" + "orr x22, x22, x20\n" + "orr x22, x22, x21\n" + ".inst 0xf8b64b5a // rprfm pldonce, x22, [x26]\n" + "3:" // RHS prefetch exit + "mov x24, %x[bias]\n" + "4:" // Column loop + "cmp x28, #0x4\n" + "bge 28f\n" + "cmp x28, #0x2\n" + "bgt 20f\n" + "beq 12f\n" + "mov x23, %x[A_ptr]\n" + "lsl x21, %x[K], #0x2\n" + "mov x20, %x[N]\n" + "mov x22, %x[K]\n" + ".inst 0xf8b54af8 // rprfm pldmany, x21, [x23]\n" + ".inst 0x25b467f0 // whilelt p8.s, XZR, x20, VLx4\n" + "cbz x24, 5f\n" + ".inst 0xa040c710 // ld1w { z16.s-z19.s }, pn9.b/Z, [x24]\n" + ".inst 0xc0042e00 // mova za.d[x9, #0], { z16.d-z19.d }\n" + "b 6f\n" + "5:" // Width 1: no bias + ".inst 0xc00800ff // zero { zad0, zad1, zad2, zad3, zad4, zad5, zad6, zad7 }\n" + "6:" // Width 1: setup done + "cmp x22, #0x8\n" + "ble 8f\n" + "7:" // Width 1: Multiply loop: Main loop head + "whilelt p1.s, XZR, x22\n" + "whilelt p0.s, x27, x22\n" + "ld1rqw { z10.s }, p1/Z, [x23]\n" + ".inst 0x658aa94a // bfcvt z10.h, p2/M, z10.s\n" + "ld1rqw { z16.s }, p0/Z, [x23, #16]\n" + ".inst 0x658aaa10 // bfcvt z16.h, p2/M, z16.s\n" + "uzp1 z10.h, z10.h, z10.h\n" + "sub x22, x22, #0x8\n" + "uzp1 z16.h, z16.h, z16.h\n" + "trn1 z10.d, z10.d, z16.d\n" + ".inst 0xa040a74d // ldnt1h { z12.h-z15.h }, pn9.b/Z, [x26]\n" + "addvl x26, x26, #16\n" + ".inst 0xc15ab198 // bfdot za.s[x9, 0], { z12.h-z15.h }, z10.h[0]\n" + ".inst 0xa040a74d // ldnt1h { z12.h-z15.h }, pn9.b/Z, [x26]\n" + "addvl x26, x26, #16\n" + "cmp x22, #0x8\n" + ".inst 0xc15ab598 // bfdot za.s[x9, 0], { z12.h-z15.h }, z10.h[1]\n" + ".inst 0xa040a741 // ldnt1h { z0.h-z3.h }, pn9.b/Z, [x26]\n" + "addvl x26, x26, #16\n" + "add x23, x23, #0x20\n" + ".inst 0xc15ab818 // bfdot za.s[x9, 0], { z0.h-z3.h }, z10.h[2]\n" + ".inst 0xa040a75d // ldnt1h { z28.h-z31.h }, pn9.b/Z, [x26]\n" + "addvl x26, x26, #16\n" + ".inst 0xc15abf98 // bfdot za.s[x9, 0], { z28.h-z31.h }, z10.h[3]\n" + "bgt 7b\n" + "8:" // Width 1: Multiply loop: Single iteration only + "whilelt p1.s, XZR, x22\n" + "whilelt p0.s, x27, x22\n" + "ld1rqw { z15.s }, p1/Z, [x23]\n" + ".inst 0x658aa9ef // bfcvt z15.h, p2/M, z15.s\n" + "ld1rqw { z17.s }, p0/Z, [x23, #16]\n" + ".inst 0x658aaa31 // bfcvt z17.h, p2/M, z17.s\n" + "uzp1 z15.h, z15.h, z15.h\n" + "subs x22, x22, #0x2\n" + "uzp1 z17.h, z17.h, z17.h\n" + "trn1 z15.d, z15.d, z17.d\n" + ".inst 0xa040a751 // ldnt1h { z16.h-z19.h }, pn9.b/Z, [x26]\n" + "add x23, x23, #0x20\n" + ".inst 0xc15fb218 // bfdot za.s[x9, 0], { z16.h-z19.h }, z15.h[0]\n" + "addvl x26, x26, #16\n" + "ble 9f\n" + ".inst 0xa040a741 // ldnt1h { z0.h-z3.h }, pn9.b/Z, [x26]\n" + "subs x22, x22, #0x2\n" + ".inst 0xc15fb418 // bfdot za.s[x9, 0], { z0.h-z3.h }, z15.h[1]\n" + "addvl x26, x26, #16\n" + "ble 9f\n" + ".inst 0xa040a745 // ldnt1h { z4.h-z7.h }, pn9.b/Z, [x26]\n" + "subs x22, x22, #0x2\n" + ".inst 0xc15fb898 // bfdot za.s[x9, 0], { z4.h-z7.h }, z15.h[2]\n" + "addvl x26, x26, #16\n" + "ble 9f\n" + ".inst 0xa040a749 // ldnt1h { z8.h-z11.h }, pn9.b/Z, [x26]\n" + ".inst 0xc15fbd18 // bfdot za.s[x9, 0], { z8.h-z11.h }, z15.h[3]\n" + "addvl x26, x26, #16\n" + "9:" // Width 1: Multiply loop: multiply skip + "tbz %x[flags], #1, 10f\n" + "add x21, %x[args_ptr], %[offset_min]\n" + "add x20, %x[args_ptr], %[offset_max]\n" + ".inst 0xc0062c00 // mova { z0.d-z3.d }, za.d[x9, #0]\n" + "ld1rw { z8.s }, p2/Z, [x21]\n" + "ld1rw { z26.s }, p2/Z, [x20]\n" + ".inst 0xc1bac900 // fclamp { z0.s-z3.s }, z8.s, z26.s\n" + ".inst 0xa060c320 // st1w { z0.s-z3.s }, p8, [x25]\n" + "addvl x25, x25, #4\n" + "b 11f\n" + "10:" // Width 1: No activation + ".inst 0xc0062c04 // mova { z4.d-z7.d }, za.d[x9, #0]\n" + ".inst 0xa060c324 // st1w { z4.s-z7.s }, p8, [x25]\n" + "addvl x25, x25, #4\n" + "11:" // Width 1: Output done + "b 36f\n" + "12:" // Width 2 + "mov x23, %x[A_ptr]\n" + "lsl x21, %x[K], #0x2\n" + "sub x20, %x[N], x10\n" + "mov x22, %x[K]\n" + ".inst 0xf8b54af8 // rprfm pldmany, x21, [x23]\n" + ".inst 0x25b467f0 // whilelt p8.s, XZR, x20, VLx4\n" + "cbz x24, 13f\n" + ".inst 0xa040c718 // ld1w { z24.s-z27.s }, pn9.b/Z, [x24]\n" + ".inst 0xc0042f00 // mova za.d[x9, #0], { z24.d-z27.d }\n" + ".inst 0xa041c710 // ld1w { z16.s-z19.s }, pn9.b/Z, [x24, #0x4, MUL VL]\n" + ".inst 0xc0042e01 // mova za.d[x9, #1], { z16.d-z19.d }\n" + "b 14f\n" + "13:" // Width 2: no bias + ".inst 0xc00800ff // zero { zad0, zad1, zad2, zad3, zad4, zad5, zad6, zad7 }\n" + "14:" // Width 2: setup done + "cmp x22, #0x8\n" + "ble 16f\n" + "15:" // Width 2: Multiply loop: Main loop head + "whilelt p1.s, XZR, x22\n" + "whilelt p0.s, x27, x22\n" + "ld1rqw { z13.s }, p1/Z, [x23]\n" + ".inst 0x658aa9ad // bfcvt z13.h, p2/M, z13.s\n" + "ld1rqw { z27.s }, p0/Z, [x23, #16]\n" + ".inst 0x658aab7b // bfcvt z27.h, p2/M, z27.s\n" + "uzp1 z13.h, z13.h, z13.h\n" + "sub x22, x22, #0x8\n" + "uzp1 z27.h, z27.h, z27.h\n" + "trn1 z13.d, z13.d, z27.d\n" + ".inst 0xa040a755 // ldnt1h { z20.h-z23.h }, pn9.b/Z, [x26]\n" + "cmp x22, #0x8\n" + ".inst 0xa041a741 // ldnt1h { z0.h-z3.h }, pn9.b/Z, [x26, #0x4, MUL VL]\n" + ".inst 0xc15db298 // bfdot za.s[x9, 0], { z20.h-z23.h }, z13.h[0]\n" + "addvl x26, x26, #16\n" + "add x23, x23, #0x20\n" + ".inst 0xc15db019 // bfdot za.s[x9, 1], { z0.h-z3.h }, z13.h[0]\n" + ".inst 0xa040a755 // ldnt1h { z20.h-z23.h }, pn9.b/Z, [x26]\n" + ".inst 0xa041a759 // ldnt1h { z24.h-z27.h }, pn9.b/Z, [x26, #0x4, MUL VL]\n" + ".inst 0xc15db698 // bfdot za.s[x9, 0], { z20.h-z23.h }, z13.h[1]\n" + "addvl x26, x26, #16\n" + ".inst 0xc15db719 // bfdot za.s[x9, 1], { z24.h-z27.h }, z13.h[1]\n" + ".inst 0xa040a749 // ldnt1h { z8.h-z11.h }, pn9.b/Z, [x26]\n" + ".inst 0xa041a751 // ldnt1h { z16.h-z19.h }, pn9.b/Z, [x26, #0x4, MUL VL]\n" + ".inst 0xc15db918 // bfdot za.s[x9, 0], { z8.h-z11.h }, z13.h[2]\n" + "addvl x26, x26, #16\n" + ".inst 0xc15dba19 // bfdot za.s[x9, 1], { z16.h-z19.h }, z13.h[2]\n" + ".inst 0xa040a741 // ldnt1h { z0.h-z3.h }, pn9.b/Z, [x26]\n" + ".inst 0xa041a745 // ldnt1h { z4.h-z7.h }, pn9.b/Z, [x26, #0x4, MUL VL]\n" + ".inst 0xc15dbc18 // bfdot za.s[x9, 0], { z0.h-z3.h }, z13.h[3]\n" + "addvl x26, x26, #16\n" + ".inst 0xc15dbc99 // bfdot za.s[x9, 1], { z4.h-z7.h }, z13.h[3]\n" + "bgt 15b\n" + "16:" // Width 2: Multiply loop: Single iteration only + "whilelt p1.s, XZR, x22\n" + "whilelt p0.s, x27, x22\n" + "ld1rqw { z15.s }, p1/Z, [x23]\n" + ".inst 0x658aa9ef // bfcvt z15.h, p2/M, z15.s\n" + "ld1rqw { z5.s }, p0/Z, [x23, #16]\n" + ".inst 0x658aa8a5 // bfcvt z5.h, p2/M, z5.s\n" + "uzp1 z15.h, z15.h, z15.h\n" + "subs x22, x22, #0x2\n" + "uzp1 z5.h, z5.h, z5.h\n" + "trn1 z15.d, z15.d, z5.d\n" + ".inst 0xa040a751 // ldnt1h { z16.h-z19.h }, pn9.b/Z, [x26]\n" + "add x23, x23, #0x20\n" + ".inst 0xa041a759 // ldnt1h { z24.h-z27.h }, pn9.b/Z, [x26, #0x4, MUL VL]\n" + ".inst 0xc15fb218 // bfdot za.s[x9, 0], { z16.h-z19.h }, z15.h[0]\n" + "addvl x26, x26, #16\n" + ".inst 0xc15fb319 // bfdot za.s[x9, 1], { z24.h-z27.h }, z15.h[0]\n" + "ble 17f\n" + ".inst 0xa040a75d // ldnt1h { z28.h-z31.h }, pn9.b/Z, [x26]\n" + "subs x22, x22, #0x2\n" + ".inst 0xc15fb798 // bfdot za.s[x9, 0], { z28.h-z31.h }, z15.h[1]\n" + ".inst 0xa041a745 // ldnt1h { z4.h-z7.h }, pn9.b/Z, [x26, #0x4, MUL VL]\n" + ".inst 0xc15fb499 // bfdot za.s[x9, 1], { z4.h-z7.h }, z15.h[1]\n" + "addvl x26, x26, #16\n" + "ble 17f\n" + ".inst 0xa040a751 // ldnt1h { z16.h-z19.h }, pn9.b/Z, [x26]\n" + "subs x22, x22, #0x2\n" + ".inst 0xc15fba18 // bfdot za.s[x9, 0], { z16.h-z19.h }, z15.h[2]\n" + ".inst 0xa041a751 // ldnt1h { z16.h-z19.h }, pn9.b/Z, [x26, #0x4, MUL VL]\n" + ".inst 0xc15fba19 // bfdot za.s[x9, 1], { z16.h-z19.h }, z15.h[2]\n" + "addvl x26, x26, #16\n" + "ble 17f\n" + ".inst 0xa040a75d // ldnt1h { z28.h-z31.h }, pn9.b/Z, [x26]\n" + ".inst 0xc15fbf98 // bfdot za.s[x9, 0], { z28.h-z31.h }, z15.h[3]\n" + ".inst 0xa041a749 // ldnt1h { z8.h-z11.h }, pn9.b/Z, [x26, #0x4, MUL VL]\n" + ".inst 0xc15fbd19 // bfdot za.s[x9, 1], { z8.h-z11.h }, z15.h[3]\n" + "addvl x26, x26, #16\n" + "17:" // Width 2: Multiply loop: multiply skip + "tbz %x[flags], #1, 18f\n" + "add x21, %x[args_ptr], %[offset_min]\n" + "add x20, %x[args_ptr], %[offset_max]\n" + ".inst 0xc0062c14 // mova { z20.d-z23.d }, za.d[x9, #0]\n" + "ld1rw { z11.s }, p2/Z, [x21]\n" + ".inst 0xc0062c2c // mova { z12.d-z15.d }, za.d[x9, #1]\n" + "ld1rw { z28.s }, p2/Z, [x20]\n" + ".inst 0xc1bcc974 // fclamp { z20.s-z23.s }, z11.s, z28.s\n" + ".inst 0xa060c734 // st1w { z20.s-z23.s }, pn9.b, [x25]\n" + ".inst 0xc1bcc96c // fclamp { z12.s-z15.s }, z11.s, z28.s\n" + ".inst 0xa061c32c // st1w { z12.s-z15.s }, p8, [x25, #0x4, MUL VL]\n" + "addvl x25, x25, #8\n" + "b 19f\n" + "18:" // Width 2: No activation + ".inst 0xc0062c00 // mova { z0.d-z3.d }, za.d[x9, #0]\n" + ".inst 0xa060c720 // st1w { z0.s-z3.s }, pn9.b, [x25]\n" + ".inst 0xc0062c20 // mova { z0.d-z3.d }, za.d[x9, #1]\n" + ".inst 0xa061c320 // st1w { z0.s-z3.s }, p8, [x25, #0x4, MUL VL]\n" + "addvl x25, x25, #8\n" + "19:" // Width 2: Output done + "b 36f\n" + "20:" // Width 3 + "mov x20, #0x2\n" + "mov x23, %x[A_ptr]\n" + "lsl x21, %x[K], #0x2\n" + "msub x20, x10, x20, %x[N]\n" + "mov x22, %x[K]\n" + ".inst 0xf8b54af8 // rprfm pldmany, x21, [x23]\n" + ".inst 0x25b467f0 // whilelt p8.s, XZR, x20, VLx4\n" + "cbz x24, 21f\n" + ".inst 0xa040c71c // ld1w { z28.s-z31.s }, pn9.b/Z, [x24]\n" + ".inst 0xc0042f80 // mova za.d[x9, #0], { z28.d-z31.d }\n" + ".inst 0xa041c704 // ld1w { z4.s-z7.s }, pn9.b/Z, [x24, #0x4, MUL VL]\n" + ".inst 0xc0042c81 // mova za.d[x9, #1], { z4.d-z7.d }\n" + ".inst 0xa042c704 // ld1w { z4.s-z7.s }, pn9.b/Z, [x24, #0x8, MUL VL]\n" + ".inst 0xc0042c82 // mova za.d[x9, #2], { z4.d-z7.d }\n" + "b 22f\n" + "21:" // Width 3: no bias + ".inst 0xc00800ff // zero { zad0, zad1, zad2, zad3, zad4, zad5, zad6, zad7 }\n" + "22:" // Width 3: setup done + "cmp x22, #0x8\n" + "ble 24f\n" + "23:" // Width 3: Multiply loop: Main loop head + "whilelt p1.s, XZR, x22\n" + "whilelt p0.s, x27, x22\n" + "ld1rqw { z14.s }, p1/Z, [x23]\n" + ".inst 0x658aa9ce // bfcvt z14.h, p2/M, z14.s\n" + "ld1rqw { z16.s }, p0/Z, [x23, #16]\n" + ".inst 0x658aaa10 // bfcvt z16.h, p2/M, z16.s\n" + "uzp1 z14.h, z14.h, z14.h\n" + "sub x22, x22, #0x8\n" + "uzp1 z16.h, z16.h, z16.h\n" + "trn1 z14.d, z14.d, z16.d\n" + ".inst 0xa040a745 // ldnt1h { z4.h-z7.h }, pn9.b/Z, [x26]\n" + "cmp x22, #0x8\n" + ".inst 0xa041a759 // ldnt1h { z24.h-z27.h }, pn9.b/Z, [x26, #0x4, MUL VL]\n" + ".inst 0xc15eb098 // bfdot za.s[x9, 0], { z4.h-z7.h }, z14.h[0]\n" + "add x23, x23, #0x20\n" + ".inst 0xa042a741 // ldnt1h { z0.h-z3.h }, pn9.b/Z, [x26, #0x8, MUL VL]\n" + ".inst 0xc15eb319 // bfdot za.s[x9, 1], { z24.h-z27.h }, z14.h[0]\n" + "addvl x26, x26, #16\n" + ".inst 0xc15eb01a // bfdot za.s[x9, 2], { z0.h-z3.h }, z14.h[0]\n" + ".inst 0xa040a749 // ldnt1h { z8.h-z11.h }, pn9.b/Z, [x26]\n" + ".inst 0xa041a745 // ldnt1h { z4.h-z7.h }, pn9.b/Z, [x26, #0x4, MUL VL]\n" + ".inst 0xc15eb518 // bfdot za.s[x9, 0], { z8.h-z11.h }, z14.h[1]\n" + ".inst 0xa042a751 // ldnt1h { z16.h-z19.h }, pn9.b/Z, [x26, #0x8, MUL VL]\n" + ".inst 0xc15eb499 // bfdot za.s[x9, 1], { z4.h-z7.h }, z14.h[1]\n" + "addvl x26, x26, #16\n" + ".inst 0xc15eb61a // bfdot za.s[x9, 2], { z16.h-z19.h }, z14.h[1]\n" + ".inst 0xa040a741 // ldnt1h { z0.h-z3.h }, pn9.b/Z, [x26]\n" + ".inst 0xa041a75d // ldnt1h { z28.h-z31.h }, pn9.b/Z, [x26, #0x4, MUL VL]\n" + ".inst 0xc15eb818 // bfdot za.s[x9, 0], { z0.h-z3.h }, z14.h[2]\n" + ".inst 0xa042a741 // ldnt1h { z0.h-z3.h }, pn9.b/Z, [x26, #0x8, MUL VL]\n" + ".inst 0xc15ebb99 // bfdot za.s[x9, 1], { z28.h-z31.h }, z14.h[2]\n" + "addvl x26, x26, #16\n" + ".inst 0xc15eb81a // bfdot za.s[x9, 2], { z0.h-z3.h }, z14.h[2]\n" + ".inst 0xa040a759 // ldnt1h { z24.h-z27.h }, pn9.b/Z, [x26]\n" + ".inst 0xa041a75d // ldnt1h { z28.h-z31.h }, pn9.b/Z, [x26, #0x4, MUL VL]\n" + ".inst 0xc15ebf18 // bfdot za.s[x9, 0], { z24.h-z27.h }, z14.h[3]\n" + ".inst 0xa042a751 // ldnt1h { z16.h-z19.h }, pn9.b/Z, [x26, #0x8, MUL VL]\n" + ".inst 0xc15ebf99 // bfdot za.s[x9, 1], { z28.h-z31.h }, z14.h[3]\n" + "addvl x26, x26, #16\n" + ".inst 0xc15ebe1a // bfdot za.s[x9, 2], { z16.h-z19.h }, z14.h[3]\n" + "bgt 23b\n" + "24:" // Width 3: Multiply loop: Single iteration only + "whilelt p1.s, XZR, x22\n" + "whilelt p0.s, x27, x22\n" + "ld1rqw { z15.s }, p1/Z, [x23]\n" + ".inst 0x658aa9ef // bfcvt z15.h, p2/M, z15.s\n" + "ld1rqw { z31.s }, p0/Z, [x23, #16]\n" + ".inst 0x658aabff // bfcvt z31.h, p2/M, z31.s\n" + "uzp1 z15.h, z15.h, z15.h\n" + "subs x22, x22, #0x2\n" + "uzp1 z31.h, z31.h, z31.h\n" + "trn1 z15.d, z15.d, z31.d\n" + ".inst 0xa040a751 // ldnt1h { z16.h-z19.h }, pn9.b/Z, [x26]\n" + "add x23, x23, #0x20\n" + ".inst 0xa041a741 // ldnt1h { z0.h-z3.h }, pn9.b/Z, [x26, #0x4, MUL VL]\n" + ".inst 0xc15fb218 // bfdot za.s[x9, 0], { z16.h-z19.h }, z15.h[0]\n" + ".inst 0xa042a745 // ldnt1h { z4.h-z7.h }, pn9.b/Z, [x26, #0x8, MUL VL]\n" + ".inst 0xc15fb019 // bfdot za.s[x9, 1], { z0.h-z3.h }, z15.h[0]\n" + "addvl x26, x26, #16\n" + ".inst 0xc15fb09a // bfdot za.s[x9, 2], { z4.h-z7.h }, z15.h[0]\n" + "ble 25f\n" + ".inst 0xa040a755 // ldnt1h { z20.h-z23.h }, pn9.b/Z, [x26]\n" + "subs x22, x22, #0x2\n" + ".inst 0xc15fb698 // bfdot za.s[x9, 0], { z20.h-z23.h }, z15.h[1]\n" + ".inst 0xa041a755 // ldnt1h { z20.h-z23.h }, pn9.b/Z, [x26, #0x4, MUL VL]\n" + ".inst 0xc15fb699 // bfdot za.s[x9, 1], { z20.h-z23.h }, z15.h[1]\n" + ".inst 0xa042a751 // ldnt1h { z16.h-z19.h }, pn9.b/Z, [x26, #0x8, MUL VL]\n" + ".inst 0xc15fb61a // bfdot za.s[x9, 2], { z16.h-z19.h }, z15.h[1]\n" + "addvl x26, x26, #16\n" + "ble 25f\n" + ".inst 0xa040a745 // ldnt1h { z4.h-z7.h }, pn9.b/Z, [x26]\n" + "subs x22, x22, #0x2\n" + ".inst 0xc15fb898 // bfdot za.s[x9, 0], { z4.h-z7.h }, z15.h[2]\n" + ".inst 0xa041a741 // ldnt1h { z0.h-z3.h }, pn9.b/Z, [x26, #0x4, MUL VL]\n" + ".inst 0xc15fb819 // bfdot za.s[x9, 1], { z0.h-z3.h }, z15.h[2]\n" + ".inst 0xa042a759 // ldnt1h { z24.h-z27.h }, pn9.b/Z, [x26, #0x8, MUL VL]\n" + ".inst 0xc15fbb1a // bfdot za.s[x9, 2], { z24.h-z27.h }, z15.h[2]\n" + "addvl x26, x26, #16\n" + "ble 25f\n" + ".inst 0xa040a75d // ldnt1h { z28.h-z31.h }, pn9.b/Z, [x26]\n" + ".inst 0xc15fbf98 // bfdot za.s[x9, 0], { z28.h-z31.h }, z15.h[3]\n" + ".inst 0xa041a749 // ldnt1h { z8.h-z11.h }, pn9.b/Z, [x26, #0x4, MUL VL]\n" + ".inst 0xc15fbd19 // bfdot za.s[x9, 1], { z8.h-z11.h }, z15.h[3]\n" + ".inst 0xa042a745 // ldnt1h { z4.h-z7.h }, pn9.b/Z, [x26, #0x8, MUL VL]\n" + ".inst 0xc15fbc9a // bfdot za.s[x9, 2], { z4.h-z7.h }, z15.h[3]\n" + "addvl x26, x26, #16\n" + "25:" // Width 3: Multiply loop: multiply skip + "tbz %x[flags], #1, 26f\n" + "add x21, %x[args_ptr], %[offset_min]\n" + "add x20, %x[args_ptr], %[offset_max]\n" + ".inst 0xc0062c1c // mova { z28.d-z31.d }, za.d[x9, #0]\n" + "ld1rw { z17.s }, p2/Z, [x21]\n" + ".inst 0xc0062c24 // mova { z4.d-z7.d }, za.d[x9, #1]\n" + "ld1rw { z16.s }, p2/Z, [x20]\n" + ".inst 0xc1b0ca3c // fclamp { z28.s-z31.s }, z17.s, z16.s\n" + ".inst 0xc0062c4c // mova { z12.d-z15.d }, za.d[x9, #2]\n" + ".inst 0xa060c73c // st1w { z28.s-z31.s }, pn9.b, [x25]\n" + ".inst 0xc1b0ca24 // fclamp { z4.s-z7.s }, z17.s, z16.s\n" + ".inst 0xa061c724 // st1w { z4.s-z7.s }, pn9.b, [x25, #0x4, MUL VL]\n" + ".inst 0xc1b0ca2c // fclamp { z12.s-z15.s }, z17.s, z16.s\n" + ".inst 0xa062c32c // st1w { z12.s-z15.s }, p8, [x25, #0x8, MUL VL]\n" + "addvl x25, x25, #12\n" + "b 27f\n" + "26:" // Width 3: No activation + ".inst 0xc0062c00 // mova { z0.d-z3.d }, za.d[x9, #0]\n" + ".inst 0xa060c720 // st1w { z0.s-z3.s }, pn9.b, [x25]\n" + ".inst 0xc0062c30 // mova { z16.d-z19.d }, za.d[x9, #1]\n" + ".inst 0xa061c730 // st1w { z16.s-z19.s }, pn9.b, [x25, #0x4, MUL VL]\n" + ".inst 0xc0062c50 // mova { z16.d-z19.d }, za.d[x9, #2]\n" + ".inst 0xa062c330 // st1w { z16.s-z19.s }, p8, [x25, #0x8, MUL VL]\n" + "addvl x25, x25, #12\n" + "27:" // Width 3: Output done + "b 36f\n" + "28:" // Width 4 + "mov x20, #0x3\n" + "mov x23, %x[A_ptr]\n" + "lsl x21, %x[K], #0x2\n" + "msub x20, x10, x20, %x[N]\n" + "mov x22, %x[K]\n" + ".inst 0xf8b54af8 // rprfm pldmany, x21, [x23]\n" + ".inst 0x25b467f0 // whilelt p8.s, XZR, x20, VLx4\n" + "cbz x24, 29f\n" + ".inst 0xa040c70c // ld1w { z12.s-z15.s }, pn9.b/Z, [x24]\n" + ".inst 0xc0042d80 // mova za.d[x9, #0], { z12.d-z15.d }\n" + ".inst 0xa041c70c // ld1w { z12.s-z15.s }, pn9.b/Z, [x24, #0x4, MUL VL]\n" + ".inst 0xc0042d81 // mova za.d[x9, #1], { z12.d-z15.d }\n" + ".inst 0xa042c710 // ld1w { z16.s-z19.s }, pn9.b/Z, [x24, #0x8, MUL VL]\n" + ".inst 0xc0042e02 // mova za.d[x9, #2], { z16.d-z19.d }\n" + ".inst 0xa043c714 // ld1w { z20.s-z23.s }, pn9.b/Z, [x24, #0xc, MUL VL]\n" + ".inst 0xc0042e83 // mova za.d[x9, #3], { z20.d-z23.d }\n" + "addvl x24, x24, #16\n" + "b 30f\n" + "29:" // Width 4: no bias + ".inst 0xc00800ff // zero { zad0, zad1, zad2, zad3, zad4, zad5, zad6, zad7 }\n" + "30:" // Width 4: setup done + "cmp x22, #0x8\n" + "ble 32f\n" + "31:" // Width 4: Multiply loop: Main loop head + "whilelt p1.s, XZR, x22\n" + "whilelt p0.s, x27, x22\n" + "ld1rqw { z6.s }, p1/Z, [x23]\n" + ".inst 0x658aa8c6 // bfcvt z6.h, p2/M, z6.s\n" + "ld1rqw { z16.s }, p0/Z, [x23, #16]\n" + ".inst 0x658aaa10 // bfcvt z16.h, p2/M, z16.s\n" + "uzp1 z6.h, z6.h, z6.h\n" + "sub x22, x22, #0x8\n" + "uzp1 z16.h, z16.h, z16.h\n" + "trn1 z6.d, z6.d, z16.d\n" + ".inst 0xa040a74d // ldnt1h { z12.h-z15.h }, pn9.b/Z, [x26]\n" + "cmp x22, #0x8\n" + ".inst 0xa041a749 // ldnt1h { z8.h-z11.h }, pn9.b/Z, [x26, #0x4, MUL VL]\n" + ".inst 0xc156b198 // bfdot za.s[x9, 0], { z12.h-z15.h }, z6.h[0]\n" + "add x23, x23, #0x20\n" + ".inst 0xa042a74d // ldnt1h { z12.h-z15.h }, pn9.b/Z, [x26, #0x8, MUL VL]\n" + ".inst 0xc156b119 // bfdot za.s[x9, 1], { z8.h-z11.h }, z6.h[0]\n" + ".inst 0xa043a751 // ldnt1h { z16.h-z19.h }, pn9.b/Z, [x26, #0xc, MUL VL]\n" + ".inst 0xc156b19a // bfdot za.s[x9, 2], { z12.h-z15.h }, z6.h[0]\n" + "addvl x26, x26, #16\n" + ".inst 0xc156b21b // bfdot za.s[x9, 3], { z16.h-z19.h }, z6.h[0]\n" + ".inst 0xa040a749 // ldnt1h { z8.h-z11.h }, pn9.b/Z, [x26]\n" + ".inst 0xa041a74d // ldnt1h { z12.h-z15.h }, pn9.b/Z, [x26, #0x4, MUL VL]\n" + ".inst 0xc156b518 // bfdot za.s[x9, 0], { z8.h-z11.h }, z6.h[1]\n" + ".inst 0xa042a741 // ldnt1h { z0.h-z3.h }, pn9.b/Z, [x26, #0x8, MUL VL]\n" + ".inst 0xc156b599 // bfdot za.s[x9, 1], { z12.h-z15.h }, z6.h[1]\n" + ".inst 0xa043a755 // ldnt1h { z20.h-z23.h }, pn9.b/Z, [x26, #0xc, MUL VL]\n" + ".inst 0xc156b41a // bfdot za.s[x9, 2], { z0.h-z3.h }, z6.h[1]\n" + "addvl x26, x26, #16\n" + ".inst 0xc156b69b // bfdot za.s[x9, 3], { z20.h-z23.h }, z6.h[1]\n" + ".inst 0xa040a749 // ldnt1h { z8.h-z11.h }, pn9.b/Z, [x26]\n" + ".inst 0xa041a74d // ldnt1h { z12.h-z15.h }, pn9.b/Z, [x26, #0x4, MUL VL]\n" + ".inst 0xc156b918 // bfdot za.s[x9, 0], { z8.h-z11.h }, z6.h[2]\n" + ".inst 0xa042a749 // ldnt1h { z8.h-z11.h }, pn9.b/Z, [x26, #0x8, MUL VL]\n" + ".inst 0xc156b999 // bfdot za.s[x9, 1], { z12.h-z15.h }, z6.h[2]\n" + ".inst 0xa043a755 // ldnt1h { z20.h-z23.h }, pn9.b/Z, [x26, #0xc, MUL VL]\n" + ".inst 0xc156b91a // bfdot za.s[x9, 2], { z8.h-z11.h }, z6.h[2]\n" + "addvl x26, x26, #16\n" + ".inst 0xc156ba9b // bfdot za.s[x9, 3], { z20.h-z23.h }, z6.h[2]\n" + ".inst 0xa040a75d // ldnt1h { z28.h-z31.h }, pn9.b/Z, [x26]\n" + ".inst 0xa041a74d // ldnt1h { z12.h-z15.h }, pn9.b/Z, [x26, #0x4, MUL VL]\n" + ".inst 0xc156bf98 // bfdot za.s[x9, 0], { z28.h-z31.h }, z6.h[3]\n" + ".inst 0xa042a759 // ldnt1h { z24.h-z27.h }, pn9.b/Z, [x26, #0x8, MUL VL]\n" + ".inst 0xc156bd99 // bfdot za.s[x9, 1], { z12.h-z15.h }, z6.h[3]\n" + ".inst 0xa043a751 // ldnt1h { z16.h-z19.h }, pn9.b/Z, [x26, #0xc, MUL VL]\n" + ".inst 0xc156bf1a // bfdot za.s[x9, 2], { z24.h-z27.h }, z6.h[3]\n" + "addvl x26, x26, #16\n" + ".inst 0xc156be1b // bfdot za.s[x9, 3], { z16.h-z19.h }, z6.h[3]\n" + "bgt 31b\n" + "32:" // Width 4: Multiply loop: Single iteration only + "whilelt p1.s, XZR, x22\n" + "whilelt p0.s, x27, x22\n" + "ld1rqw { z15.s }, p1/Z, [x23]\n" + ".inst 0x658aa9ef // bfcvt z15.h, p2/M, z15.s\n" + "ld1rqw { z16.s }, p0/Z, [x23, #16]\n" + ".inst 0x658aaa10 // bfcvt z16.h, p2/M, z16.s\n" + "uzp1 z15.h, z15.h, z15.h\n" + "subs x22, x22, #0x2\n" + "uzp1 z16.h, z16.h, z16.h\n" + "trn1 z15.d, z15.d, z16.d\n" + ".inst 0xa040a759 // ldnt1h { z24.h-z27.h }, pn9.b/Z, [x26]\n" + "add x23, x23, #0x20\n" + ".inst 0xa041a745 // ldnt1h { z4.h-z7.h }, pn9.b/Z, [x26, #0x4, MUL VL]\n" + ".inst 0xc15fb318 // bfdot za.s[x9, 0], { z24.h-z27.h }, z15.h[0]\n" + ".inst 0xa042a741 // ldnt1h { z0.h-z3.h }, pn9.b/Z, [x26, #0x8, MUL VL]\n" + ".inst 0xc15fb099 // bfdot za.s[x9, 1], { z4.h-z7.h }, z15.h[0]\n" + ".inst 0xa043a751 // ldnt1h { z16.h-z19.h }, pn9.b/Z, [x26, #0xc, MUL VL]\n" + ".inst 0xc15fb01a // bfdot za.s[x9, 2], { z0.h-z3.h }, z15.h[0]\n" + "addvl x26, x26, #16\n" + ".inst 0xc15fb21b // bfdot za.s[x9, 3], { z16.h-z19.h }, z15.h[0]\n" + "ble 33f\n" + ".inst 0xa040a759 // ldnt1h { z24.h-z27.h }, pn9.b/Z, [x26]\n" + "subs x22, x22, #0x2\n" + ".inst 0xc15fb718 // bfdot za.s[x9, 0], { z24.h-z27.h }, z15.h[1]\n" + ".inst 0xa041a751 // ldnt1h { z16.h-z19.h }, pn9.b/Z, [x26, #0x4, MUL VL]\n" + ".inst 0xc15fb619 // bfdot za.s[x9, 1], { z16.h-z19.h }, z15.h[1]\n" + ".inst 0xa042a755 // ldnt1h { z20.h-z23.h }, pn9.b/Z, [x26, #0x8, MUL VL]\n" + ".inst 0xc15fb69a // bfdot za.s[x9, 2], { z20.h-z23.h }, z15.h[1]\n" + ".inst 0xa043a741 // ldnt1h { z0.h-z3.h }, pn9.b/Z, [x26, #0xc, MUL VL]\n" + ".inst 0xc15fb41b // bfdot za.s[x9, 3], { z0.h-z3.h }, z15.h[1]\n" + "addvl x26, x26, #16\n" + "ble 33f\n" + ".inst 0xa040a751 // ldnt1h { z16.h-z19.h }, pn9.b/Z, [x26]\n" + "subs x22, x22, #0x2\n" + ".inst 0xc15fba18 // bfdot za.s[x9, 0], { z16.h-z19.h }, z15.h[2]\n" + ".inst 0xa041a751 // ldnt1h { z16.h-z19.h }, pn9.b/Z, [x26, #0x4, MUL VL]\n" + ".inst 0xc15fba19 // bfdot za.s[x9, 1], { z16.h-z19.h }, z15.h[2]\n" + ".inst 0xa042a751 // ldnt1h { z16.h-z19.h }, pn9.b/Z, [x26, #0x8, MUL VL]\n" + ".inst 0xc15fba1a // bfdot za.s[x9, 2], { z16.h-z19.h }, z15.h[2]\n" + ".inst 0xa043a755 // ldnt1h { z20.h-z23.h }, pn9.b/Z, [x26, #0xc, MUL VL]\n" + ".inst 0xc15fba9b // bfdot za.s[x9, 3], { z20.h-z23.h }, z15.h[2]\n" + "addvl x26, x26, #16\n" + "ble 33f\n" + ".inst 0xa040a751 // ldnt1h { z16.h-z19.h }, pn9.b/Z, [x26]\n" + ".inst 0xc15fbe18 // bfdot za.s[x9, 0], { z16.h-z19.h }, z15.h[3]\n" + ".inst 0xa041a751 // ldnt1h { z16.h-z19.h }, pn9.b/Z, [x26, #0x4, MUL VL]\n" + ".inst 0xc15fbe19 // bfdot za.s[x9, 1], { z16.h-z19.h }, z15.h[3]\n" + ".inst 0xa042a751 // ldnt1h { z16.h-z19.h }, pn9.b/Z, [x26, #0x8, MUL VL]\n" + ".inst 0xc15fbe1a // bfdot za.s[x9, 2], { z16.h-z19.h }, z15.h[3]\n" + ".inst 0xa043a751 // ldnt1h { z16.h-z19.h }, pn9.b/Z, [x26, #0xc, MUL VL]\n" + ".inst 0xc15fbe1b // bfdot za.s[x9, 3], { z16.h-z19.h }, z15.h[3]\n" + "addvl x26, x26, #16\n" + "33:" // Width 4: Multiply loop: multiply skip + "tbz %x[flags], #1, 34f\n" + "add x21, %x[args_ptr], %[offset_min]\n" + "add x20, %x[args_ptr], %[offset_max]\n" + ".inst 0xc0062c0c // mova { z12.d-z15.d }, za.d[x9, #0]\n" + "ld1rw { z21.s }, p2/Z, [x21]\n" + ".inst 0xc0062c38 // mova { z24.d-z27.d }, za.d[x9, #1]\n" + "ld1rw { z20.s }, p2/Z, [x20]\n" + ".inst 0xc1b4caac // fclamp { z12.s-z15.s }, z21.s, z20.s\n" + ".inst 0xc0062c40 // mova { z0.d-z3.d }, za.d[x9, #2]\n" + ".inst 0xa060c72c // st1w { z12.s-z15.s }, pn9.b, [x25]\n" + ".inst 0xc1b4cab8 // fclamp { z24.s-z27.s }, z21.s, z20.s\n" + ".inst 0xc0062c70 // mova { z16.d-z19.d }, za.d[x9, #3]\n" + ".inst 0xa061c738 // st1w { z24.s-z27.s }, pn9.b, [x25, #0x4, MUL VL]\n" + ".inst 0xc1b4caa0 // fclamp { z0.s-z3.s }, z21.s, z20.s\n" + ".inst 0xa062c720 // st1w { z0.s-z3.s }, pn9.b, [x25, #0x8, MUL VL]\n" + ".inst 0xc1b4cab0 // fclamp { z16.s-z19.s }, z21.s, z20.s\n" + ".inst 0xa063c330 // st1w { z16.s-z19.s }, p8, [x25, #0xc, MUL VL]\n" + "addvl x25, x25, #16\n" + "b 35f\n" + "34:" // Width 4: No activation + ".inst 0xc0062c10 // mova { z16.d-z19.d }, za.d[x9, #0]\n" + ".inst 0xa060c730 // st1w { z16.s-z19.s }, pn9.b, [x25]\n" + ".inst 0xc0062c30 // mova { z16.d-z19.d }, za.d[x9, #1]\n" + ".inst 0xa061c730 // st1w { z16.s-z19.s }, pn9.b, [x25, #0x4, MUL VL]\n" + ".inst 0xc0062c54 // mova { z20.d-z23.d }, za.d[x9, #2]\n" + ".inst 0xa062c734 // st1w { z20.s-z23.s }, pn9.b, [x25, #0x8, MUL VL]\n" + ".inst 0xc0062c78 // mova { z24.d-z27.d }, za.d[x9, #3]\n" + ".inst 0xa063c338 // st1w { z24.s-z27.s }, p8, [x25, #0xc, MUL VL]\n" + "addvl x25, x25, #16\n" + "35:" // Width 4: Output done + "subs x28, x28, #0x4\n" + "sub %x[N], %x[N], x10, LSL #2\n" + "bgt 4b\n" + "36:" // Exit + ".inst 0xd503467f // SMSTOP\n" + "ptrue p8.b\n" + : [N] "+&r" (N) + : [A_ptr] "r" (A_ptr), [B_ptr] "r" (B_ptr), [K] "r" (K), [args_ptr] "r" (&ka), [bias] "r" (bias), [flags] "r" (flags), [offset_max] "I" (offsetof(KernelArgs, maxval)), [offset_min] "I" (offsetof(KernelArgs, minval)), [output_ptr] "r" (output_ptr) + : "cc", "memory", "p0", "p1", "p2", "p3", "p4", "p5", "p6", "p7", "p8", "p9", "p10", "p11", "p12", "p13", "p14", "p15", "x9", "x10", "x20", "x21", "x22", "x23", "x24", "x25", "x26", "x27", "x28", "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" + ); +} + +} // namespace arm_gemm + +#endif // defined(ARM_COMPUTE_ENABLE_SME2) |