/* * Copyright (c) 2023-2024 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. */ #if defined(ARM_COMPUTE_ENABLE_SME2) #include "arm_gemm.hpp" #include "../../utils.hpp" #include #include namespace arm_gemm { void sme2_gemv_fp16fp32fp16_dot_16VL ( const __fp16 *A_ptr, const __fp16 *B_ptr, __fp16 *output_ptr, size_t N, size_t K, const __fp16 *bias, Activation act, bool ) { struct KernelArgs { __fp16 maxval = static_cast<__fp16>(std::numeric_limits::infinity()); __fp16 minval = - static_cast<__fp16>(std::numeric_limits::infinity()); const __fp16 *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<__fp16>(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" "mov x9, #0x0\n" "cntw x28, ALL, MUL #4\n" "mov x27, %x[B_ptr]\n" "add x26, %x[N], x28\n" "mov x25, %x[output_ptr]\n" "sub x26, x26, #0x1\n" "ptrue p1.b\n" "udiv x26, x26, x28\n" ".inst 0x25207811 // ptrue pn9.b\n" "add x22, x26, #0x3\n" "mov x21, #0x1\n" "and x22, x22, #0xfffffffffffffffc\n" "mul x22, x22, x28\n" "mul x22, x22, %x[K]\n" "lsl x22, x22, #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 0xf8b64b7a // rprfm pldonce, x22, [x27]\n" "3:" // RHS prefetch exit "mov x24, %x[bias]\n" "4:" // Column loop "cmp x26, #0x4\n" "bge 28f\n" "cmp x26, #0x2\n" "bgt 20f\n" "beq 12f\n" "mov x23, %x[A_ptr]\n" "lsl x21, %x[K], #0x1\n" "mov x20, %x[N]\n" "mov x22, %x[K]\n" ".inst 0xf8b54af8 // rprfm pldmany, x21, [x23]\n" ".inst 0x257447f0 // whilelt p8.h, XZR, x20, VLx2\n" "cbz x24, 5f\n" "ld1h { z20.s }, p1/Z, [x24]\n" "addvl x20, x24, #4\n" "ld1h { z21.s }, p1/Z, [x24, #1, MUL VL]\n" "ld1h { z22.s }, p1/Z, [x24, #2, MUL VL]\n" "ld1h { z23.s }, p1/Z, [x24, #3, MUL VL]\n" "fcvt z20.s, p1/m, z20.h\n" "fcvt z21.s, p1/m, z21.h\n" "fcvt z22.s, p1/m, z22.h\n" "fcvt z23.s, p1/m, z23.h\n" ".inst 0xc0042e80 // mova za.d[x9, #0], { z20.d-z23.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 p0.h, XZR, x22\n" ".inst 0xa040a771 // ldnt1h { z16.h-z19.h }, pn9.b/Z, [x27]\n" "addvl x27, x27, #16\n" "ld1rqh { z0.h }, p0/Z, [x23]\n" "sub x22, x22, #0x8\n" "add x23, x23, #0x10\n" ".inst 0xa040a77d // ldnt1h { z28.h-z31.h }, pn9.b/Z, [x27]\n" "addvl x27, x27, #16\n" "cmp x22, #0x8\n" ".inst 0xa040a779 // ldnt1h { z24.h-z27.h }, pn9.b/Z, [x27]\n" "addvl x27, x27, #16\n" ".inst 0xc150b208 // fdot za.s[x9, 0], { z16.h-z19.h }, z0.h[0]\n" ".inst 0xa040a765 // ldnt1h { z4.h-z7.h }, pn9.b/Z, [x27]\n" "addvl x27, x27, #16\n" ".inst 0xc150b788 // fdot za.s[x9, 0], { z28.h-z31.h }, z0.h[1]\n" ".inst 0xc150bb08 // fdot za.s[x9, 0], { z24.h-z27.h }, z0.h[2]\n" ".inst 0xc150bc88 // fdot za.s[x9, 0], { z4.h-z7.h }, z0.h[3]\n" "bgt 7b\n" "8:" // Width 1: Multiply loop: Single iteration only "whilelt p0.h, XZR, x22\n" ".inst 0xa040a779 // ldnt1h { z24.h-z27.h }, pn9.b/Z, [x27]\n" "subs x22, x22, #0x2\n" "ld1rqh { z11.h }, p0/Z, [x23]\n" "add x23, x23, #0x10\n" "addvl x27, x27, #16\n" ".inst 0xc15bb308 // fdot za.s[x9, 0], { z24.h-z27.h }, z11.h[0]\n" "ble 9f\n" ".inst 0xa040a779 // ldnt1h { z24.h-z27.h }, pn9.b/Z, [x27]\n" "subs x22, x22, #0x2\n" "addvl x27, x27, #16\n" ".inst 0xc15bb708 // fdot za.s[x9, 0], { z24.h-z27.h }, z11.h[1]\n" "ble 9f\n" ".inst 0xa040a779 // ldnt1h { z24.h-z27.h }, pn9.b/Z, [x27]\n" "subs x22, x22, #0x2\n" "addvl x27, x27, #16\n" ".inst 0xc15bbb08 // fdot za.s[x9, 0], { z24.h-z27.h }, z11.h[2]\n" "ble 9f\n" ".inst 0xa040a77d // ldnt1h { z28.h-z31.h }, pn9.b/Z, [x27]\n" "addvl x27, x27, #16\n" ".inst 0xc15bbf88 // fdot za.s[x9, 0], { z28.h-z31.h }, z11.h[3]\n" "9:" // Width 1: Multiply loop: multiply skip "tbz %x[flags], #1, 10f\n" ".inst 0xc0062c10 // mova { z16.d-z19.d }, za.d[x9, #0]\n" "add x21, %x[args_ptr], %[offset_min]\n" "add x20, %x[args_ptr], %[offset_max]\n" "ld1rh { z29.h }, p1/Z, [x21]\n" "ld1rh { z20.h }, p1/Z, [x20]\n" ".inst 0xc120e204 // fcvt z4.h, { z16.s-z17.s }\n" ".inst 0xc120e245 // fcvt z5.h, { z18.s-z19.s }\n" ".inst 0xc174c3a4 // fclamp { z4.h-z5.h }, z29.h, z20.h\n" ".inst 0xa0602324 // st1h { z4.h-z5.h }, p8, [x25]\n" "addvl x25, x25, #2\n" "b 11f\n" "10:" // Width 1: No activation ".inst 0xc0062c00 // mova { z0.d-z3.d }, za.d[x9, #0]\n" ".inst 0xc120e012 // fcvt z18.h, { z0.s-z1.s }\n" ".inst 0xc120e05a // fcvt z26.h, { z2.s-z3.s }\n" ".inst 0xa1602332 // st1h { z18.h, z26.h }, p8, [x25]\n" "addvl x25, x25, #2\n" "11:" // Width 1: Output done "b 36f\n" "12:" // Width 2 "mov x23, %x[A_ptr]\n" "lsl x21, %x[K], #0x1\n" "sub x20, %x[N], x28\n" "mov x22, %x[K]\n" ".inst 0xf8b54af8 // rprfm pldmany, x21, [x23]\n" ".inst 0x257447f0 // whilelt p8.h, XZR, x20, VLx2\n" "cbz x24, 13f\n" "ld1h { z12.s }, p1/Z, [x24]\n" "addvl x20, x24, #4\n" "ld1h { z13.s }, p1/Z, [x24, #1, MUL VL]\n" "ld1h { z14.s }, p1/Z, [x24, #2, MUL VL]\n" "ld1h { z15.s }, p1/Z, [x24, #3, MUL VL]\n" "fcvt z12.s, p1/m, z12.h\n" "ld1h { z28.s }, p1/Z, [x24, #4, MUL VL]\n" "fcvt z13.s, p1/m, z13.h\n" "ld1h { z29.s }, p1/Z, [x24, #5, MUL VL]\n" "fcvt z14.s, p1/m, z14.h\n" "ld1h { z30.s }, p1/Z, [x24, #6, MUL VL]\n" "fcvt z15.s, p1/m, z15.h\n" "ld1h { z31.s }, p1/Z, [x24, #7, MUL VL]\n" "fcvt z28.s, p1/m, z28.h\n" "fcvt z29.s, p1/m, z29.h\n" "fcvt z30.s, p1/m, z30.h\n" "fcvt z31.s, p1/m, z31.h\n" ".inst 0xc0042d80 // mova za.d[x9, #0], { z12.d-z15.d }\n" ".inst 0xc0042f81 // mova za.d[x9, #1], { z28.d-z31.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 p0.h, XZR, x22\n" ".inst 0xa040a765 // ldnt1h { z4.h-z7.h }, pn9.b/Z, [x27]\n" "sub x22, x22, #0x8\n" "ld1rqh { z8.h }, p0/Z, [x23]\n" "cmp x22, #0x8\n" "add x23, x23, #0x10\n" ".inst 0xa041a761 // ldnt1h { z0.h-z3.h }, pn9.b/Z, [x27, #0x4, MUL VL]\n" "addvl x27, x27, #16\n" ".inst 0xa040a771 // ldnt1h { z16.h-z19.h }, pn9.b/Z, [x27]\n" ".inst 0xc158b088 // fdot za.s[x9, 0], { z4.h-z7.h }, z8.h[0]\n" ".inst 0xa041a76d // ldnt1h { z12.h-z15.h }, pn9.b/Z, [x27, #0x4, MUL VL]\n" "addvl x27, x27, #16\n" ".inst 0xc158b009 // fdot za.s[x9, 1], { z0.h-z3.h }, z8.h[0]\n" ".inst 0xa040a779 // ldnt1h { z24.h-z27.h }, pn9.b/Z, [x27]\n" ".inst 0xa041a761 // ldnt1h { z0.h-z3.h }, pn9.b/Z, [x27, #0x4, MUL VL]\n" "addvl x27, x27, #16\n" ".inst 0xa040a765 // ldnt1h { z4.h-z7.h }, pn9.b/Z, [x27]\n" ".inst 0xc158b608 // fdot za.s[x9, 0], { z16.h-z19.h }, z8.h[1]\n" ".inst 0xa041a77d // ldnt1h { z28.h-z31.h }, pn9.b/Z, [x27, #0x4, MUL VL]\n" "addvl x27, x27, #16\n" ".inst 0xc158b589 // fdot za.s[x9, 1], { z12.h-z15.h }, z8.h[1]\n" ".inst 0xc158bb08 // fdot za.s[x9, 0], { z24.h-z27.h }, z8.h[2]\n" ".inst 0xc158b809 // fdot za.s[x9, 1], { z0.h-z3.h }, z8.h[2]\n" ".inst 0xc158bc88 // fdot za.s[x9, 0], { z4.h-z7.h }, z8.h[3]\n" ".inst 0xc158bf89 // fdot za.s[x9, 1], { z28.h-z31.h }, z8.h[3]\n" "bgt 15b\n" "16:" // Width 2: Multiply loop: Single iteration only "whilelt p0.h, XZR, x22\n" ".inst 0xa040a765 // ldnt1h { z4.h-z7.h }, pn9.b/Z, [x27]\n" "subs x22, x22, #0x2\n" "ld1rqh { z11.h }, p0/Z, [x23]\n" "add x23, x23, #0x10\n" ".inst 0xa041a76d // ldnt1h { z12.h-z15.h }, pn9.b/Z, [x27, #0x4, MUL VL]\n" "addvl x27, x27, #16\n" ".inst 0xc15bb088 // fdot za.s[x9, 0], { z4.h-z7.h }, z11.h[0]\n" ".inst 0xc15bb189 // fdot za.s[x9, 1], { z12.h-z15.h }, z11.h[0]\n" "ble 17f\n" ".inst 0xa040a771 // ldnt1h { z16.h-z19.h }, pn9.b/Z, [x27]\n" "subs x22, x22, #0x2\n" ".inst 0xa041a775 // ldnt1h { z20.h-z23.h }, pn9.b/Z, [x27, #0x4, MUL VL]\n" "addvl x27, x27, #16\n" ".inst 0xc15bb608 // fdot za.s[x9, 0], { z16.h-z19.h }, z11.h[1]\n" ".inst 0xc15bb689 // fdot za.s[x9, 1], { z20.h-z23.h }, z11.h[1]\n" "ble 17f\n" ".inst 0xa040a76d // ldnt1h { z12.h-z15.h }, pn9.b/Z, [x27]\n" "subs x22, x22, #0x2\n" ".inst 0xa041a775 // ldnt1h { z20.h-z23.h }, pn9.b/Z, [x27, #0x4, MUL VL]\n" "addvl x27, x27, #16\n" ".inst 0xc15bb988 // fdot za.s[x9, 0], { z12.h-z15.h }, z11.h[2]\n" ".inst 0xc15bba89 // fdot za.s[x9, 1], { z20.h-z23.h }, z11.h[2]\n" "ble 17f\n" ".inst 0xa040a761 // ldnt1h { z0.h-z3.h }, pn9.b/Z, [x27]\n" ".inst 0xa041a779 // ldnt1h { z24.h-z27.h }, pn9.b/Z, [x27, #0x4, MUL VL]\n" "addvl x27, x27, #16\n" ".inst 0xc15bbc08 // fdot za.s[x9, 0], { z0.h-z3.h }, z11.h[3]\n" ".inst 0xc15bbf09 // fdot za.s[x9, 1], { z24.h-z27.h }, z11.h[3]\n" "17:" // Width 2: Multiply loop: multiply skip "tbz %x[flags], #1, 18f\n" ".inst 0xc0062c0c // mova { z12.d-z15.d }, za.d[x9, #0]\n" "add x21, %x[args_ptr], %[offset_min]\n" "add x20, %x[args_ptr], %[offset_max]\n" ".inst 0xc0062c3c // mova { z28.d-z31.d }, za.d[x9, #1]\n" "ld1rh { z5.h }, p1/Z, [x21]\n" "ld1rh { z21.h }, p1/Z, [x20]\n" ".inst 0xc120e188 // fcvt z8.h, { z12.s-z13.s }\n" ".inst 0xc120e1c9 // fcvt z9.h, { z14.s-z15.s }\n" ".inst 0xc120e39c // fcvt z28.h, { z28.s-z29.s }\n" ".inst 0xc120e3dd // fcvt z29.h, { z30.s-z31.s }\n" ".inst 0xc175c0a8 // fclamp { z8.h-z9.h }, z5.h, z21.h\n" ".inst 0xc175c0bc // fclamp { z28.h-z29.h }, z5.h, z21.h\n" ".inst 0xa0602728 // st1h { z8.h-z9.h }, pn9.b, [x25]\n" ".inst 0xa061233c // st1h { z28.h-z29.h }, p8, [x25, #0x2, MUL VL]\n" "addvl x25, x25, #4\n" "b 19f\n" "18:" // Width 2: No activation ".inst 0xc0062c0c // mova { z12.d-z15.d }, za.d[x9, #0]\n" ".inst 0xc0062c24 // mova { z4.d-z7.d }, za.d[x9, #1]\n" ".inst 0xc120e194 // fcvt z20.h, { z12.s-z13.s }\n" ".inst 0xc120e1dc // fcvt z28.h, { z14.s-z15.s }\n" ".inst 0xa1602734 // st1h { z20.h, z28.h }, pn9.b, [x25]\n" ".inst 0xc120e09a // fcvt z26.h, { z4.s-z5.s }\n" ".inst 0xc120e0db // fcvt z27.h, { z6.s-z7.s }\n" ".inst 0xa061233a // st1h { z26.h-z27.h }, p8, [x25, #0x2, MUL VL]\n" "addvl x25, x25, #4\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], #0x1\n" "msub x20, x28, x20, %x[N]\n" "mov x22, %x[K]\n" ".inst 0xf8b54af8 // rprfm pldmany, x21, [x23]\n" ".inst 0x257447f0 // whilelt p8.h, XZR, x20, VLx2\n" "cbz x24, 21f\n" "addvl x20, x24, #4\n" "ld1h { z16.s }, p1/Z, [x24]\n" "ld1h { z17.s }, p1/Z, [x24, #1, MUL VL]\n" "ld1h { z18.s }, p1/Z, [x24, #2, MUL VL]\n" "ld1h { z19.s }, p1/Z, [x24, #3, MUL VL]\n" "fcvt z16.s, p1/m, z16.h\n" "ld1h { z8.s }, p1/Z, [x24, #4, MUL VL]\n" "fcvt z17.s, p1/m, z17.h\n" "ld1h { z9.s }, p1/Z, [x24, #5, MUL VL]\n" "fcvt z18.s, p1/m, z18.h\n" "ld1h { z10.s }, p1/Z, [x24, #6, MUL VL]\n" "fcvt z19.s, p1/m, z19.h\n" "ld1h { z11.s }, p1/Z, [x24, #7, MUL VL]\n" "fcvt z8.s, p1/m, z8.h\n" "ld1h { z24.s }, p1/Z, [x20]\n" "fcvt z9.s, p1/m, z9.h\n" "ld1h { z25.s }, p1/Z, [x20, #1, MUL VL]\n" "fcvt z10.s, p1/m, z10.h\n" "ld1h { z26.s }, p1/Z, [x20, #2, MUL VL]\n" "fcvt z11.s, p1/m, z11.h\n" ".inst 0xc0042e00 // mova za.d[x9, #0], { z16.d-z19.d }\n" "ld1h { z27.s }, p1/Z, [x20, #3, MUL VL]\n" "fcvt z24.s, p1/m, z24.h\n" "fcvt z25.s, p1/m, z25.h\n" "fcvt z26.s, p1/m, z26.h\n" "fcvt z27.s, p1/m, z27.h\n" ".inst 0xc0042d01 // mova za.d[x9, #1], { z8.d-z11.d }\n" ".inst 0xc0042f02 // mova za.d[x9, #2], { z24.d-z27.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 p0.h, XZR, x22\n" ".inst 0xa040a775 // ldnt1h { z20.h-z23.h }, pn9.b/Z, [x27]\n" "sub x22, x22, #0x8\n" "ld1rqh { z6.h }, p0/Z, [x23]\n" "cmp x22, #0x8\n" "add x23, x23, #0x10\n" ".inst 0xa041a76d // ldnt1h { z12.h-z15.h }, pn9.b/Z, [x27, #0x4, MUL VL]\n" ".inst 0xa042a761 // ldnt1h { z0.h-z3.h }, pn9.b/Z, [x27, #0x8, MUL VL]\n" "addvl x27, x27, #16\n" ".inst 0xc156b288 // fdot za.s[x9, 0], { z20.h-z23.h }, z6.h[0]\n" ".inst 0xa040a77d // ldnt1h { z28.h-z31.h }, pn9.b/Z, [x27]\n" ".inst 0xc156b189 // fdot za.s[x9, 1], { z12.h-z15.h }, z6.h[0]\n" ".inst 0xa041a76d // ldnt1h { z12.h-z15.h }, pn9.b/Z, [x27, #0x4, MUL VL]\n" ".inst 0xc156b00a // fdot za.s[x9, 2], { z0.h-z3.h }, z6.h[0]\n" ".inst 0xa042a761 // ldnt1h { z0.h-z3.h }, pn9.b/Z, [x27, #0x8, MUL VL]\n" "addvl x27, x27, #16\n" ".inst 0xa040a775 // ldnt1h { z20.h-z23.h }, pn9.b/Z, [x27]\n" ".inst 0xc156b788 // fdot za.s[x9, 0], { z28.h-z31.h }, z6.h[1]\n" ".inst 0xa041a769 // ldnt1h { z8.h-z11.h }, pn9.b/Z, [x27, #0x4, MUL VL]\n" ".inst 0xc156b589 // fdot za.s[x9, 1], { z12.h-z15.h }, z6.h[1]\n" ".inst 0xa042a76d // ldnt1h { z12.h-z15.h }, pn9.b/Z, [x27, #0x8, MUL VL]\n" "addvl x27, x27, #16\n" ".inst 0xc156b40a // fdot za.s[x9, 2], { z0.h-z3.h }, z6.h[1]\n" ".inst 0xa040a761 // ldnt1h { z0.h-z3.h }, pn9.b/Z, [x27]\n" ".inst 0xa041a771 // ldnt1h { z16.h-z19.h }, pn9.b/Z, [x27, #0x4, MUL VL]\n" ".inst 0xc156ba88 // fdot za.s[x9, 0], { z20.h-z23.h }, z6.h[2]\n" ".inst 0xa042a775 // ldnt1h { z20.h-z23.h }, pn9.b/Z, [x27, #0x8, MUL VL]\n" "addvl x27, x27, #16\n" ".inst 0xc156b909 // fdot za.s[x9, 1], { z8.h-z11.h }, z6.h[2]\n" ".inst 0xc156b98a // fdot za.s[x9, 2], { z12.h-z15.h }, z6.h[2]\n" ".inst 0xc156bc08 // fdot za.s[x9, 0], { z0.h-z3.h }, z6.h[3]\n" ".inst 0xc156be09 // fdot za.s[x9, 1], { z16.h-z19.h }, z6.h[3]\n" ".inst 0xc156be8a // fdot za.s[x9, 2], { z20.h-z23.h }, z6.h[3]\n" "bgt 23b\n" "24:" // Width 3: Multiply loop: Single iteration only "whilelt p0.h, XZR, x22\n" ".inst 0xa040a76d // ldnt1h { z12.h-z15.h }, pn9.b/Z, [x27]\n" "subs x22, x22, #0x2\n" "ld1rqh { z11.h }, p0/Z, [x23]\n" "add x23, x23, #0x10\n" ".inst 0xa041a761 // ldnt1h { z0.h-z3.h }, pn9.b/Z, [x27, #0x4, MUL VL]\n" ".inst 0xa042a771 // ldnt1h { z16.h-z19.h }, pn9.b/Z, [x27, #0x8, MUL VL]\n" "addvl x27, x27, #16\n" ".inst 0xc15bb188 // fdot za.s[x9, 0], { z12.h-z15.h }, z11.h[0]\n" ".inst 0xc15bb009 // fdot za.s[x9, 1], { z0.h-z3.h }, z11.h[0]\n" ".inst 0xc15bb20a // fdot za.s[x9, 2], { z16.h-z19.h }, z11.h[0]\n" "ble 25f\n" ".inst 0xa040a76d // ldnt1h { z12.h-z15.h }, pn9.b/Z, [x27]\n" "subs x22, x22, #0x2\n" ".inst 0xa041a771 // ldnt1h { z16.h-z19.h }, pn9.b/Z, [x27, #0x4, MUL VL]\n" ".inst 0xa042a775 // ldnt1h { z20.h-z23.h }, pn9.b/Z, [x27, #0x8, MUL VL]\n" "addvl x27, x27, #16\n" ".inst 0xc15bb588 // fdot za.s[x9, 0], { z12.h-z15.h }, z11.h[1]\n" ".inst 0xc15bb609 // fdot za.s[x9, 1], { z16.h-z19.h }, z11.h[1]\n" ".inst 0xc15bb68a // fdot za.s[x9, 2], { z20.h-z23.h }, z11.h[1]\n" "ble 25f\n" ".inst 0xa040a765 // ldnt1h { z4.h-z7.h }, pn9.b/Z, [x27]\n" "subs x22, x22, #0x2\n" ".inst 0xa041a77d // ldnt1h { z28.h-z31.h }, pn9.b/Z, [x27, #0x4, MUL VL]\n" ".inst 0xa042a775 // ldnt1h { z20.h-z23.h }, pn9.b/Z, [x27, #0x8, MUL VL]\n" "addvl x27, x27, #16\n" ".inst 0xc15bb888 // fdot za.s[x9, 0], { z4.h-z7.h }, z11.h[2]\n" ".inst 0xc15bbb89 // fdot za.s[x9, 1], { z28.h-z31.h }, z11.h[2]\n" ".inst 0xc15bba8a // fdot za.s[x9, 2], { z20.h-z23.h }, z11.h[2]\n" "ble 25f\n" ".inst 0xa040a765 // ldnt1h { z4.h-z7.h }, pn9.b/Z, [x27]\n" ".inst 0xa041a77d // ldnt1h { z28.h-z31.h }, pn9.b/Z, [x27, #0x4, MUL VL]\n" ".inst 0xa042a76d // ldnt1h { z12.h-z15.h }, pn9.b/Z, [x27, #0x8, MUL VL]\n" "addvl x27, x27, #16\n" ".inst 0xc15bbc88 // fdot za.s[x9, 0], { z4.h-z7.h }, z11.h[3]\n" ".inst 0xc15bbf89 // fdot za.s[x9, 1], { z28.h-z31.h }, z11.h[3]\n" ".inst 0xc15bbd8a // fdot za.s[x9, 2], { z12.h-z15.h }, z11.h[3]\n" "25:" // Width 3: Multiply loop: multiply skip "tbz %x[flags], #1, 26f\n" ".inst 0xc0062c0c // mova { z12.d-z15.d }, za.d[x9, #0]\n" "add x21, %x[args_ptr], %[offset_min]\n" "add x20, %x[args_ptr], %[offset_max]\n" ".inst 0xc0062c20 // mova { z0.d-z3.d }, za.d[x9, #1]\n" "ld1rh { z17.h }, p1/Z, [x21]\n" ".inst 0xc0062c44 // mova { z4.d-z7.d }, za.d[x9, #2]\n" "ld1rh { z16.h }, p1/Z, [x20]\n" ".inst 0xc120e18c // fcvt z12.h, { z12.s-z13.s }\n" ".inst 0xc120e1cd // fcvt z13.h, { z14.s-z15.s }\n" ".inst 0xc120e00e // fcvt z14.h, { z0.s-z1.s }\n" ".inst 0xc120e04f // fcvt z15.h, { z2.s-z3.s }\n" ".inst 0xc170c22c // fclamp { z12.h-z13.h }, z17.h, z16.h\n" ".inst 0xc120e092 // fcvt z18.h, { z4.s-z5.s }\n" ".inst 0xc120e0d3 // fcvt z19.h, { z6.s-z7.s }\n" ".inst 0xc170c22e // fclamp { z14.h-z15.h }, z17.h, z16.h\n" ".inst 0xc170c232 // fclamp { z18.h-z19.h }, z17.h, z16.h\n" ".inst 0xa060272c // st1h { z12.h-z13.h }, pn9.b, [x25]\n" ".inst 0xa061272e // st1h { z14.h-z15.h }, pn9.b, [x25, #0x2, MUL VL]\n" ".inst 0xa0622332 // st1h { z18.h-z19.h }, p8, [x25, #0x4, MUL VL]\n" "addvl x25, x25, #6\n" "b 27f\n" "26:" // Width 3: No activation ".inst 0xc0062c18 // mova { z24.d-z27.d }, za.d[x9, #0]\n" ".inst 0xc0062c28 // mova { z8.d-z11.d }, za.d[x9, #1]\n" ".inst 0xc0062c4c // mova { z12.d-z15.d }, za.d[x9, #2]\n" ".inst 0xc120e311 // fcvt z17.h, { z24.s-z25.s }\n" ".inst 0xc120e359 // fcvt z25.h, { z26.s-z27.s }\n" ".inst 0xa1602731 // st1h { z17.h, z25.h }, pn9.b, [x25]\n" ".inst 0xc120e112 // fcvt z18.h, { z8.s-z9.s }\n" ".inst 0xc120e153 // fcvt z19.h, { z10.s-z11.s }\n" ".inst 0xa0612732 // st1h { z18.h-z19.h }, pn9.b, [x25, #0x2, MUL VL]\n" ".inst 0xc120e191 // fcvt z17.h, { z12.s-z13.s }\n" ".inst 0xc120e1d9 // fcvt z25.h, { z14.s-z15.s }\n" ".inst 0xa1622331 // st1h { z17.h, z25.h }, p8, [x25, #0x4, MUL VL]\n" "addvl x25, x25, #6\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], #0x1\n" "msub x20, x28, x20, %x[N]\n" "mov x22, %x[K]\n" ".inst 0xf8b54af8 // rprfm pldmany, x21, [x23]\n" ".inst 0x257447f0 // whilelt p8.h, XZR, x20, VLx2\n" "cbz x24, 29f\n" "addvl x20, x24, #4\n" "ld1h { z28.s }, p1/Z, [x24]\n" "ld1h { z29.s }, p1/Z, [x24, #1, MUL VL]\n" "ld1h { z30.s }, p1/Z, [x24, #2, MUL VL]\n" "ld1h { z31.s }, p1/Z, [x24, #3, MUL VL]\n" "fcvt z28.s, p1/m, z28.h\n" "ld1h { z8.s }, p1/Z, [x24, #4, MUL VL]\n" "fcvt z29.s, p1/m, z29.h\n" "ld1h { z9.s }, p1/Z, [x24, #5, MUL VL]\n" "fcvt z30.s, p1/m, z30.h\n" "ld1h { z10.s }, p1/Z, [x24, #6, MUL VL]\n" "fcvt z31.s, p1/m, z31.h\n" "ld1h { z11.s }, p1/Z, [x24, #7, MUL VL]\n" "fcvt z8.s, p1/m, z8.h\n" "addvl x24, x24, #8\n" "ld1h { z0.s }, p1/Z, [x20]\n" "fcvt z9.s, p1/m, z9.h\n" "ld1h { z1.s }, p1/Z, [x20, #1, MUL VL]\n" "fcvt z10.s, p1/m, z10.h\n" "ld1h { z2.s }, p1/Z, [x20, #2, MUL VL]\n" "fcvt z11.s, p1/m, z11.h\n" ".inst 0xc0042f80 // mova za.d[x9, #0], { z28.d-z31.d }\n" "ld1h { z3.s }, p1/Z, [x20, #3, MUL VL]\n" "fcvt z0.s, p1/m, z0.h\n" "ld1h { z28.s }, p1/Z, [x20, #4, MUL VL]\n" "fcvt z1.s, p1/m, z1.h\n" "ld1h { z29.s }, p1/Z, [x20, #5, MUL VL]\n" "fcvt z2.s, p1/m, z2.h\n" "ld1h { z30.s }, p1/Z, [x20, #6, MUL VL]\n" "fcvt z3.s, p1/m, z3.h\n" ".inst 0xc0042d01 // mova za.d[x9, #1], { z8.d-z11.d }\n" "ld1h { z31.s }, p1/Z, [x20, #7, MUL VL]\n" "fcvt z28.s, p1/m, z28.h\n" "fcvt z29.s, p1/m, z29.h\n" "fcvt z30.s, p1/m, z30.h\n" "fcvt z31.s, p1/m, z31.h\n" ".inst 0xc0042c02 // mova za.d[x9, #2], { z0.d-z3.d }\n" ".inst 0xc0042f83 // mova za.d[x9, #3], { z28.d-z31.d }\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 p0.h, XZR, x22\n" ".inst 0xa040a769 // ldnt1h { z8.h-z11.h }, pn9.b/Z, [x27]\n" "sub x22, x22, #0x8\n" "ld1rqh { z3.h }, p0/Z, [x23]\n" "cmp x22, #0x8\n" "add x23, x23, #0x10\n" ".inst 0xa041a77d // ldnt1h { z28.h-z31.h }, pn9.b/Z, [x27, #0x4, MUL VL]\n" ".inst 0xa042a779 // ldnt1h { z24.h-z27.h }, pn9.b/Z, [x27, #0x8, MUL VL]\n" ".inst 0xa043a765 // ldnt1h { z4.h-z7.h }, pn9.b/Z, [x27, #0xc, MUL VL]\n" ".inst 0xc153b108 // fdot za.s[x9, 0], { z8.h-z11.h }, z3.h[0]\n" "addvl x27, x27, #16\n" ".inst 0xc153b389 // fdot za.s[x9, 1], { z28.h-z31.h }, z3.h[0]\n" ".inst 0xa040a76d // ldnt1h { z12.h-z15.h }, pn9.b/Z, [x27]\n" ".inst 0xc153b30a // fdot za.s[x9, 2], { z24.h-z27.h }, z3.h[0]\n" ".inst 0xa041a769 // ldnt1h { z8.h-z11.h }, pn9.b/Z, [x27, #0x4, MUL VL]\n" ".inst 0xc153b08b // fdot za.s[x9, 3], { z4.h-z7.h }, z3.h[0]\n" ".inst 0xa042a771 // ldnt1h { z16.h-z19.h }, pn9.b/Z, [x27, #0x8, MUL VL]\n" ".inst 0xa043a779 // ldnt1h { z24.h-z27.h }, pn9.b/Z, [x27, #0xc, MUL VL]\n" ".inst 0xc153b588 // fdot za.s[x9, 0], { z12.h-z15.h }, z3.h[1]\n" "addvl x27, x27, #16\n" ".inst 0xc153b509 // fdot za.s[x9, 1], { z8.h-z11.h }, z3.h[1]\n" ".inst 0xa040a76d // ldnt1h { z12.h-z15.h }, pn9.b/Z, [x27]\n" ".inst 0xc153b60a // fdot za.s[x9, 2], { z16.h-z19.h }, z3.h[1]\n" ".inst 0xa041a765 // ldnt1h { z4.h-z7.h }, pn9.b/Z, [x27, #0x4, MUL VL]\n" ".inst 0xc153b70b // fdot za.s[x9, 3], { z24.h-z27.h }, z3.h[1]\n" ".inst 0xa042a775 // ldnt1h { z20.h-z23.h }, pn9.b/Z, [x27, #0x8, MUL VL]\n" ".inst 0xa043a769 // ldnt1h { z8.h-z11.h }, pn9.b/Z, [x27, #0xc, MUL VL]\n" ".inst 0xc153b988 // fdot za.s[x9, 0], { z12.h-z15.h }, z3.h[2]\n" "addvl x27, x27, #16\n" ".inst 0xc153b889 // fdot za.s[x9, 1], { z4.h-z7.h }, z3.h[2]\n" ".inst 0xa040a76d // ldnt1h { z12.h-z15.h }, pn9.b/Z, [x27]\n" ".inst 0xc153ba8a // fdot za.s[x9, 2], { z20.h-z23.h }, z3.h[2]\n" ".inst 0xa041a765 // ldnt1h { z4.h-z7.h }, pn9.b/Z, [x27, #0x4, MUL VL]\n" ".inst 0xc153b90b // fdot za.s[x9, 3], { z8.h-z11.h }, z3.h[2]\n" ".inst 0xa042a769 // ldnt1h { z8.h-z11.h }, pn9.b/Z, [x27, #0x8, MUL VL]\n" ".inst 0xa043a771 // ldnt1h { z16.h-z19.h }, pn9.b/Z, [x27, #0xc, MUL VL]\n" ".inst 0xc153bd88 // fdot za.s[x9, 0], { z12.h-z15.h }, z3.h[3]\n" "addvl x27, x27, #16\n" ".inst 0xc153bc89 // fdot za.s[x9, 1], { z4.h-z7.h }, z3.h[3]\n" ".inst 0xc153bd0a // fdot za.s[x9, 2], { z8.h-z11.h }, z3.h[3]\n" ".inst 0xc153be0b // fdot za.s[x9, 3], { z16.h-z19.h }, z3.h[3]\n" "bgt 31b\n" "32:" // Width 4: Multiply loop: Single iteration only "whilelt p0.h, XZR, x22\n" ".inst 0xa040a771 // ldnt1h { z16.h-z19.h }, pn9.b/Z, [x27]\n" "subs x22, x22, #0x2\n" "ld1rqh { z11.h }, p0/Z, [x23]\n" "add x23, x23, #0x10\n" ".inst 0xa041a765 // ldnt1h { z4.h-z7.h }, pn9.b/Z, [x27, #0x4, MUL VL]\n" ".inst 0xa042a76d // ldnt1h { z12.h-z15.h }, pn9.b/Z, [x27, #0x8, MUL VL]\n" ".inst 0xa043a77d // ldnt1h { z28.h-z31.h }, pn9.b/Z, [x27, #0xc, MUL VL]\n" ".inst 0xc15bb208 // fdot za.s[x9, 0], { z16.h-z19.h }, z11.h[0]\n" "addvl x27, x27, #16\n" ".inst 0xc15bb089 // fdot za.s[x9, 1], { z4.h-z7.h }, z11.h[0]\n" ".inst 0xc15bb18a // fdot za.s[x9, 2], { z12.h-z15.h }, z11.h[0]\n" ".inst 0xc15bb38b // fdot za.s[x9, 3], { z28.h-z31.h }, z11.h[0]\n" "ble 33f\n" ".inst 0xa040a765 // ldnt1h { z4.h-z7.h }, pn9.b/Z, [x27]\n" "subs x22, x22, #0x2\n" ".inst 0xa041a771 // ldnt1h { z16.h-z19.h }, pn9.b/Z, [x27, #0x4, MUL VL]\n" ".inst 0xa042a76d // ldnt1h { z12.h-z15.h }, pn9.b/Z, [x27, #0x8, MUL VL]\n" ".inst 0xa043a779 // ldnt1h { z24.h-z27.h }, pn9.b/Z, [x27, #0xc, MUL VL]\n" ".inst 0xc15bb488 // fdot za.s[x9, 0], { z4.h-z7.h }, z11.h[1]\n" "addvl x27, x27, #16\n" ".inst 0xc15bb609 // fdot za.s[x9, 1], { z16.h-z19.h }, z11.h[1]\n" ".inst 0xc15bb58a // fdot za.s[x9, 2], { z12.h-z15.h }, z11.h[1]\n" ".inst 0xc15bb70b // fdot za.s[x9, 3], { z24.h-z27.h }, z11.h[1]\n" "ble 33f\n" ".inst 0xa040a76d // ldnt1h { z12.h-z15.h }, pn9.b/Z, [x27]\n" "subs x22, x22, #0x2\n" ".inst 0xa041a77d // ldnt1h { z28.h-z31.h }, pn9.b/Z, [x27, #0x4, MUL VL]\n" ".inst 0xa042a761 // ldnt1h { z0.h-z3.h }, pn9.b/Z, [x27, #0x8, MUL VL]\n" ".inst 0xa043a765 // ldnt1h { z4.h-z7.h }, pn9.b/Z, [x27, #0xc, MUL VL]\n" ".inst 0xc15bb988 // fdot za.s[x9, 0], { z12.h-z15.h }, z11.h[2]\n" "addvl x27, x27, #16\n" ".inst 0xc15bbb89 // fdot za.s[x9, 1], { z28.h-z31.h }, z11.h[2]\n" ".inst 0xc15bb80a // fdot za.s[x9, 2], { z0.h-z3.h }, z11.h[2]\n" ".inst 0xc15bb88b // fdot za.s[x9, 3], { z4.h-z7.h }, z11.h[2]\n" "ble 33f\n" ".inst 0xa040a761 // ldnt1h { z0.h-z3.h }, pn9.b/Z, [x27]\n" ".inst 0xa041a771 // ldnt1h { z16.h-z19.h }, pn9.b/Z, [x27, #0x4, MUL VL]\n" ".inst 0xa042a765 // ldnt1h { z4.h-z7.h }, pn9.b/Z, [x27, #0x8, MUL VL]\n" ".inst 0xa043a775 // ldnt1h { z20.h-z23.h }, pn9.b/Z, [x27, #0xc, MUL VL]\n" ".inst 0xc15bbc08 // fdot za.s[x9, 0], { z0.h-z3.h }, z11.h[3]\n" "addvl x27, x27, #16\n" ".inst 0xc15bbe09 // fdot za.s[x9, 1], { z16.h-z19.h }, z11.h[3]\n" ".inst 0xc15bbc8a // fdot za.s[x9, 2], { z4.h-z7.h }, z11.h[3]\n" ".inst 0xc15bbe8b // fdot za.s[x9, 3], { z20.h-z23.h }, z11.h[3]\n" "33:" // Width 4: Multiply loop: multiply skip "tbz %x[flags], #1, 34f\n" ".inst 0xc0062c1c // mova { z28.d-z31.d }, za.d[x9, #0]\n" "add x21, %x[args_ptr], %[offset_min]\n" "add x20, %x[args_ptr], %[offset_max]\n" ".inst 0xc0062c2c // mova { z12.d-z15.d }, za.d[x9, #1]\n" "ld1rh { z19.h }, p1/Z, [x21]\n" ".inst 0xc0062c40 // mova { z0.d-z3.d }, za.d[x9, #2]\n" "ld1rh { z18.h }, p1/Z, [x20]\n" ".inst 0xc0062c64 // mova { z4.d-z7.d }, za.d[x9, #3]\n" ".inst 0xc120e38a // fcvt z10.h, { z28.s-z29.s }\n" ".inst 0xc120e3cb // fcvt z11.h, { z30.s-z31.s }\n" ".inst 0xc120e18c // fcvt z12.h, { z12.s-z13.s }\n" ".inst 0xc120e1cd // fcvt z13.h, { z14.s-z15.s }\n" ".inst 0xc172c26a // fclamp { z10.h-z11.h }, z19.h, z18.h\n" ".inst 0xc120e00e // fcvt z14.h, { z0.s-z1.s }\n" ".inst 0xc120e04f // fcvt z15.h, { z2.s-z3.s }\n" ".inst 0xc172c26c // fclamp { z12.h-z13.h }, z19.h, z18.h\n" ".inst 0xc120e090 // fcvt z16.h, { z4.s-z5.s }\n" ".inst 0xc120e0d1 // fcvt z17.h, { z6.s-z7.s }\n" ".inst 0xc172c26e // fclamp { z14.h-z15.h }, z19.h, z18.h\n" ".inst 0xc172c270 // fclamp { z16.h-z17.h }, z19.h, z18.h\n" ".inst 0xa060272a // st1h { z10.h-z11.h }, pn9.b, [x25]\n" ".inst 0xa061272c // st1h { z12.h-z13.h }, pn9.b, [x25, #0x2, MUL VL]\n" ".inst 0xa062272e // st1h { z14.h-z15.h }, pn9.b, [x25, #0x4, MUL VL]\n" ".inst 0xa0632330 // st1h { z16.h-z17.h }, p8, [x25, #0x6, MUL VL]\n" "addvl x25, x25, #8\n" "b 35f\n" "34:" // Width 4: No activation ".inst 0xc0062c0c // mova { z12.d-z15.d }, za.d[x9, #0]\n" ".inst 0xc0062c30 // mova { z16.d-z19.d }, za.d[x9, #1]\n" ".inst 0xc0062c5c // mova { z28.d-z31.d }, za.d[x9, #2]\n" ".inst 0xc0062c68 // mova { z8.d-z11.d }, za.d[x9, #3]\n" ".inst 0xc120e187 // fcvt z7.h, { z12.s-z13.s }\n" ".inst 0xc120e1cf // fcvt z15.h, { z14.s-z15.s }\n" ".inst 0xa1602727 // st1h { z7.h, z15.h }, pn9.b, [x25]\n" ".inst 0xc120e207 // fcvt z7.h, { z16.s-z17.s }\n" ".inst 0xc120e24f // fcvt z15.h, { z18.s-z19.s }\n" ".inst 0xa1612727 // st1h { z7.h, z15.h }, pn9.b, [x25, #0x2, MUL VL]\n" ".inst 0xc120e38e // fcvt z14.h, { z28.s-z29.s }\n" ".inst 0xc120e3cf // fcvt z15.h, { z30.s-z31.s }\n" ".inst 0xa062272e // st1h { z14.h-z15.h }, pn9.b, [x25, #0x4, MUL VL]\n" ".inst 0xc120e112 // fcvt z18.h, { z8.s-z9.s }\n" ".inst 0xc120e15a // fcvt z26.h, { z10.s-z11.s }\n" ".inst 0xa1632332 // st1h { z18.h, z26.h }, p8, [x25, #0x6, MUL VL]\n" "addvl x25, x25, #8\n" "35:" // Width 4: Output done "subs x26, x26, #0x4\n" "sub %x[N], %x[N], x28, 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", "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)