| /* |
| * 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. |
| */ |
| #ifdef ARM_COMPUTE_ENABLE_SVE |
| |
| #include <cstddef> |
| #include "../../bfloat.hpp" |
| |
| namespace arm_gemm { |
| |
| void sve_ffinterleaved_bf16fp32_mmla_8x3VL( |
| const bfloat16 *Apanel, |
| const bfloat16 *Bpanel, |
| size_t B_stride, |
| float *Cpanel, |
| int ablocks, |
| size_t N, |
| int K) { |
| |
| struct KernelArgs { |
| size_t K = {}; |
| const bfloat16 *Bpanel = {}; |
| size_t N = {}; |
| size_t B_stride = {}; |
| const bfloat16 *cur_B_ptr = {}; |
| } ka; |
| |
| ka.K = (K/4) - 1; |
| ka.Bpanel = Bpanel; |
| ka.N = N; |
| ka.B_stride = B_stride; |
| |
| __asm__ __volatile__( |
| "ptrue p0.b\n" |
| "1:" // Height loop |
| "ldr x26, [%x[args_ptr], %[offsetof_Bpanel]]\n" |
| "ldr x25, [%x[args_ptr], %[offsetof_N]]\n" |
| "str x26, [%x[args_ptr], %[offsetof_cur_B_ptr]]\n" |
| "mov x24, %x[Apanel]\n" |
| "2:" // Width loop |
| "ldr x26, [%x[args_ptr], %[offsetof_cur_B_ptr]]\n" |
| "ldr x20, [%x[args_ptr], %[offsetof_B_stride]]\n" |
| "cntw x23, ALL, MUL #2\n" |
| "add x22, x26, x20, LSL #1\n" |
| "add x21, x22, x20, LSL #1\n" |
| "add x20, x21, x20, LSL #1\n" |
| "cmp x25, x23\n" |
| "str x20, [%x[args_ptr], %[offsetof_cur_B_ptr]]\n" |
| "mov %x[Apanel], x24\n" |
| "bgt 3f\n" |
| "decw x23\n" |
| "cmp x25, x23\n" |
| "mov x21, x26\n" |
| "bgt 3f\n" |
| "mov x22, x26\n" |
| "3:" // B setup done |
| "ldr x20, [%x[args_ptr], %[offsetof_K]]\n" |
| "cmp x20, #0x2\n" |
| "mov z8.b, #0x0\n" |
| "mov z9.b, #0x0\n" |
| "mov z10.b, #0x0\n" |
| "ld1h { z4.h }, p0/Z, [x26]\n" |
| "mov z11.b, #0x0\n" |
| "mov z12.b, #0x0\n" |
| "ld1rqh { z0.h }, p0/Z, [%x[Apanel]]\n" |
| "mov z13.b, #0x0\n" |
| "mov z14.b, #0x0\n" |
| "ld1rqh { z1.h }, p0/Z, [%x[Apanel], #16]\n" |
| "mov z15.b, #0x0\n" |
| "mov z16.b, #0x0\n" |
| "ld1h { z5.h }, p0/Z, [x26, #1, MUL VL]\n" |
| "mov z17.b, #0x0\n" |
| "mov z18.b, #0x0\n" |
| "ld1rqh { z2.h }, p0/Z, [%x[Apanel], #32]\n" |
| "mov z19.b, #0x0\n" |
| "mov z20.b, #0x0\n" |
| "addvl x26, x26, #2\n" |
| "mov z21.b, #0x0\n" |
| "mov z22.b, #0x0\n" |
| "add %x[Apanel], %x[Apanel], #0x30\n" |
| "mov z23.b, #0x0\n" |
| "mov z24.b, #0x0\n" |
| "mov z25.b, #0x0\n" |
| "mov z26.b, #0x0\n" |
| "mov z27.b, #0x0\n" |
| "mov z28.b, #0x0\n" |
| "mov z29.b, #0x0\n" |
| "mov z30.b, #0x0\n" |
| "mov z31.b, #0x0\n" |
| "blt 5f\n" |
| "4:" // main loop head |
| "ld1rqh { z3.h }, p0/Z, [%x[Apanel]]\n" |
| ".inst 0x6464e408 // bfmmla z8.s, z0.h, z4.h\n" |
| ".inst 0x6465e40b // bfmmla z11.s, z0.h, z5.h\n" |
| ".inst 0x6464e42e // bfmmla z14.s, z1.h, z4.h\n" |
| ".inst 0x6465e431 // bfmmla z17.s, z1.h, z5.h\n" |
| "ld1h { z6.h }, p0/Z, [x22]\n" |
| ".inst 0x6464e454 // bfmmla z20.s, z2.h, z4.h\n" |
| ".inst 0x6465e457 // bfmmla z23.s, z2.h, z5.h\n" |
| "ld1h { z7.h }, p0/Z, [x22, #1, MUL VL]\n" |
| ".inst 0x6464e47a // bfmmla z26.s, z3.h, z4.h\n" |
| ".inst 0x6465e47d // bfmmla z29.s, z3.h, z5.h\n" |
| "ld1h { z4.h }, p0/Z, [x21]\n" |
| "ld1h { z5.h }, p0/Z, [x21, #1, MUL VL]\n" |
| ".inst 0x6466e409 // bfmmla z9.s, z0.h, z6.h\n" |
| ".inst 0x6467e40c // bfmmla z12.s, z0.h, z7.h\n" |
| ".inst 0x6466e42f // bfmmla z15.s, z1.h, z6.h\n" |
| ".inst 0x6467e432 // bfmmla z18.s, z1.h, z7.h\n" |
| "sub x20, x20, #0x2\n" |
| ".inst 0x6466e455 // bfmmla z21.s, z2.h, z6.h\n" |
| ".inst 0x6467e458 // bfmmla z24.s, z2.h, z7.h\n" |
| "cmp x20, #0x2\n" |
| ".inst 0x6466e47b // bfmmla z27.s, z3.h, z6.h\n" |
| ".inst 0x6467e47e // bfmmla z30.s, z3.h, z7.h\n" |
| "ld1h { z6.h }, p0/Z, [x26]\n" |
| ".inst 0x6464e40a // bfmmla z10.s, z0.h, z4.h\n" |
| ".inst 0x6465e40d // bfmmla z13.s, z0.h, z5.h\n" |
| "ld1rqh { z0.h }, p0/Z, [%x[Apanel], #16]\n" |
| ".inst 0x6464e430 // bfmmla z16.s, z1.h, z4.h\n" |
| ".inst 0x6465e433 // bfmmla z19.s, z1.h, z5.h\n" |
| "ld1rqh { z1.h }, p0/Z, [%x[Apanel], #32]\n" |
| ".inst 0x6464e456 // bfmmla z22.s, z2.h, z4.h\n" |
| ".inst 0x6465e459 // bfmmla z25.s, z2.h, z5.h\n" |
| "ld1h { z7.h }, p0/Z, [x26, #1, MUL VL]\n" |
| ".inst 0x6464e47c // bfmmla z28.s, z3.h, z4.h\n" |
| ".inst 0x6465e47f // bfmmla z31.s, z3.h, z5.h\n" |
| "ld1rqh { z2.h }, p0/Z, [%x[Apanel], #48]\n" |
| "ld1rqh { z3.h }, p0/Z, [%x[Apanel], #64]\n" |
| ".inst 0x6466e408 // bfmmla z8.s, z0.h, z6.h\n" |
| ".inst 0x6467e40b // bfmmla z11.s, z0.h, z7.h\n" |
| ".inst 0x6466e42e // bfmmla z14.s, z1.h, z6.h\n" |
| ".inst 0x6467e431 // bfmmla z17.s, z1.h, z7.h\n" |
| "ld1h { z4.h }, p0/Z, [x22, #2, MUL VL]\n" |
| ".inst 0x6466e454 // bfmmla z20.s, z2.h, z6.h\n" |
| ".inst 0x6467e457 // bfmmla z23.s, z2.h, z7.h\n" |
| "ld1h { z5.h }, p0/Z, [x22, #3, MUL VL]\n" |
| ".inst 0x6466e47a // bfmmla z26.s, z3.h, z6.h\n" |
| ".inst 0x6467e47d // bfmmla z29.s, z3.h, z7.h\n" |
| "ld1h { z6.h }, p0/Z, [x21, #2, MUL VL]\n" |
| "ld1h { z7.h }, p0/Z, [x21, #3, MUL VL]\n" |
| ".inst 0x6464e409 // bfmmla z9.s, z0.h, z4.h\n" |
| ".inst 0x6465e40c // bfmmla z12.s, z0.h, z5.h\n" |
| ".inst 0x6464e42f // bfmmla z15.s, z1.h, z4.h\n" |
| ".inst 0x6465e432 // bfmmla z18.s, z1.h, z5.h\n" |
| "addvl x22, x22, #4\n" |
| ".inst 0x6464e455 // bfmmla z21.s, z2.h, z4.h\n" |
| ".inst 0x6465e458 // bfmmla z24.s, z2.h, z5.h\n" |
| "addvl x21, x21, #4\n" |
| ".inst 0x6464e47b // bfmmla z27.s, z3.h, z4.h\n" |
| ".inst 0x6465e47e // bfmmla z30.s, z3.h, z5.h\n" |
| "ld1h { z4.h }, p0/Z, [x26, #2, MUL VL]\n" |
| ".inst 0x6466e40a // bfmmla z10.s, z0.h, z6.h\n" |
| ".inst 0x6467e40d // bfmmla z13.s, z0.h, z7.h\n" |
| "ld1rqh { z0.h }, p0/Z, [%x[Apanel], #80]\n" |
| ".inst 0x6466e430 // bfmmla z16.s, z1.h, z6.h\n" |
| ".inst 0x6467e433 // bfmmla z19.s, z1.h, z7.h\n" |
| "ld1rqh { z1.h }, p0/Z, [%x[Apanel], #96]\n" |
| ".inst 0x6466e456 // bfmmla z22.s, z2.h, z6.h\n" |
| ".inst 0x6467e459 // bfmmla z25.s, z2.h, z7.h\n" |
| "ld1h { z5.h }, p0/Z, [x26, #3, MUL VL]\n" |
| ".inst 0x6466e47c // bfmmla z28.s, z3.h, z6.h\n" |
| ".inst 0x6467e47f // bfmmla z31.s, z3.h, z7.h\n" |
| "ld1rqh { z2.h }, p0/Z, [%x[Apanel], #112]\n" |
| "add %x[Apanel], %x[Apanel], #0x80\n" |
| "addvl x26, x26, #4\n" |
| "bge 4b\n" |
| "5:" // main loop skip |
| "ld1rqh { z3.h }, p0/Z, [%x[Apanel]]\n" |
| ".inst 0x6464e408 // bfmmla z8.s, z0.h, z4.h\n" |
| ".inst 0x6465e40b // bfmmla z11.s, z0.h, z5.h\n" |
| ".inst 0x6464e42e // bfmmla z14.s, z1.h, z4.h\n" |
| ".inst 0x6465e431 // bfmmla z17.s, z1.h, z5.h\n" |
| "ld1h { z6.h }, p0/Z, [x22]\n" |
| ".inst 0x6464e454 // bfmmla z20.s, z2.h, z4.h\n" |
| ".inst 0x6465e457 // bfmmla z23.s, z2.h, z5.h\n" |
| "ld1h { z7.h }, p0/Z, [x22, #1, MUL VL]\n" |
| ".inst 0x6464e47a // bfmmla z26.s, z3.h, z4.h\n" |
| ".inst 0x6465e47d // bfmmla z29.s, z3.h, z5.h\n" |
| "ld1h { z4.h }, p0/Z, [x21]\n" |
| "ld1h { z5.h }, p0/Z, [x21, #1, MUL VL]\n" |
| ".inst 0x6466e409 // bfmmla z9.s, z0.h, z6.h\n" |
| ".inst 0x6467e40c // bfmmla z12.s, z0.h, z7.h\n" |
| ".inst 0x6466e42f // bfmmla z15.s, z1.h, z6.h\n" |
| ".inst 0x6467e432 // bfmmla z18.s, z1.h, z7.h\n" |
| "add %x[Apanel], %x[Apanel], #0x10\n" |
| ".inst 0x6466e455 // bfmmla z21.s, z2.h, z6.h\n" |
| ".inst 0x6467e458 // bfmmla z24.s, z2.h, z7.h\n" |
| "addvl x22, x22, #2\n" |
| ".inst 0x6466e47b // bfmmla z27.s, z3.h, z6.h\n" |
| ".inst 0x6467e47e // bfmmla z30.s, z3.h, z7.h\n" |
| "addvl x21, x21, #2\n" |
| ".inst 0x6464e40a // bfmmla z10.s, z0.h, z4.h\n" |
| ".inst 0x6465e40d // bfmmla z13.s, z0.h, z5.h\n" |
| ".inst 0x6464e430 // bfmmla z16.s, z1.h, z4.h\n" |
| ".inst 0x6465e433 // bfmmla z19.s, z1.h, z5.h\n" |
| ".inst 0x6464e456 // bfmmla z22.s, z2.h, z4.h\n" |
| ".inst 0x6465e459 // bfmmla z25.s, z2.h, z5.h\n" |
| ".inst 0x6464e47c // bfmmla z28.s, z3.h, z4.h\n" |
| ".inst 0x6465e47f // bfmmla z31.s, z3.h, z5.h\n" |
| "cbz x20, 6f\n" |
| "ld1h { z6.h }, p0/Z, [x26]\n" |
| "ld1rqh { z0.h }, p0/Z, [%x[Apanel]]\n" |
| ".inst 0x6466e408 // bfmmla z8.s, z0.h, z6.h\n" |
| "ld1rqh { z1.h }, p0/Z, [%x[Apanel], #16]\n" |
| "ld1h { z7.h }, p0/Z, [x26, #1, MUL VL]\n" |
| ".inst 0x6467e40b // bfmmla z11.s, z0.h, z7.h\n" |
| "ld1rqh { z2.h }, p0/Z, [%x[Apanel], #32]\n" |
| "ld1rqh { z3.h }, p0/Z, [%x[Apanel], #48]\n" |
| ".inst 0x6466e42e // bfmmla z14.s, z1.h, z6.h\n" |
| ".inst 0x6467e431 // bfmmla z17.s, z1.h, z7.h\n" |
| ".inst 0x6466e454 // bfmmla z20.s, z2.h, z6.h\n" |
| "ld1h { z4.h }, p0/Z, [x22]\n" |
| ".inst 0x6467e457 // bfmmla z23.s, z2.h, z7.h\n" |
| ".inst 0x6466e47a // bfmmla z26.s, z3.h, z6.h\n" |
| "ld1h { z5.h }, p0/Z, [x22, #1, MUL VL]\n" |
| ".inst 0x6467e47d // bfmmla z29.s, z3.h, z7.h\n" |
| "ld1h { z6.h }, p0/Z, [x21]\n" |
| "ld1h { z7.h }, p0/Z, [x21, #1, MUL VL]\n" |
| ".inst 0x6464e409 // bfmmla z9.s, z0.h, z4.h\n" |
| ".inst 0x6465e40c // bfmmla z12.s, z0.h, z5.h\n" |
| "add %x[Apanel], %x[Apanel], #0x40\n" |
| ".inst 0x6464e42f // bfmmla z15.s, z1.h, z4.h\n" |
| ".inst 0x6465e432 // bfmmla z18.s, z1.h, z5.h\n" |
| ".inst 0x6464e455 // bfmmla z21.s, z2.h, z4.h\n" |
| ".inst 0x6465e458 // bfmmla z24.s, z2.h, z5.h\n" |
| ".inst 0x6464e47b // bfmmla z27.s, z3.h, z4.h\n" |
| ".inst 0x6465e47e // bfmmla z30.s, z3.h, z5.h\n" |
| ".inst 0x6466e40a // bfmmla z10.s, z0.h, z6.h\n" |
| ".inst 0x6467e40d // bfmmla z13.s, z0.h, z7.h\n" |
| ".inst 0x6466e430 // bfmmla z16.s, z1.h, z6.h\n" |
| ".inst 0x6467e433 // bfmmla z19.s, z1.h, z7.h\n" |
| ".inst 0x6466e456 // bfmmla z22.s, z2.h, z6.h\n" |
| ".inst 0x6467e459 // bfmmla z25.s, z2.h, z7.h\n" |
| ".inst 0x6466e47c // bfmmla z28.s, z3.h, z6.h\n" |
| ".inst 0x6467e47f // bfmmla z31.s, z3.h, z7.h\n" |
| "6:" // multiply loop done |
| "decw x25, ALL, MUL #3\n" |
| "uzp1 z4.d, z8.d, z11.d\n" |
| "uzp2 z8.d, z8.d, z11.d\n" |
| "uzp1 z11.d, z9.d, z12.d\n" |
| "uzp2 z9.d, z9.d, z12.d\n" |
| "st1w { z4.s }, p0, [%x[Cpanel]]\n" |
| "uzp1 z12.d, z10.d, z13.d\n" |
| "uzp2 z10.d, z10.d, z13.d\n" |
| "st1w { z11.s }, p0, [%x[Cpanel], #1, MUL VL]\n" |
| "st1w { z12.s }, p0, [%x[Cpanel], #2, MUL VL]\n" |
| "uzp1 z13.d, z14.d, z17.d\n" |
| "uzp2 z14.d, z14.d, z17.d\n" |
| "st1w { z8.s }, p0, [%x[Cpanel], #3, MUL VL]\n" |
| "uzp1 z17.d, z15.d, z18.d\n" |
| "cmp x25, XZR\n" |
| "st1w { z9.s }, p0, [%x[Cpanel], #4, MUL VL]\n" |
| "uzp2 z15.d, z15.d, z18.d\n" |
| "uzp1 z18.d, z16.d, z19.d\n" |
| "st1w { z10.s }, p0, [%x[Cpanel], #5, MUL VL]\n" |
| "uzp2 z16.d, z16.d, z19.d\n" |
| "uzp1 z19.d, z20.d, z23.d\n" |
| "st1w { z13.s }, p0, [%x[Cpanel], #6, MUL VL]\n" |
| "uzp2 z20.d, z20.d, z23.d\n" |
| "uzp1 z23.d, z21.d, z24.d\n" |
| "st1w { z17.s }, p0, [%x[Cpanel], #7, MUL VL]\n" |
| "addvl %x[Cpanel], %x[Cpanel], #16\n" |
| "uzp2 z21.d, z21.d, z24.d\n" |
| "st1w { z18.s }, p0, [%x[Cpanel], #-8, MUL VL]\n" |
| "uzp1 z24.d, z22.d, z25.d\n" |
| "uzp2 z22.d, z22.d, z25.d\n" |
| "st1w { z14.s }, p0, [%x[Cpanel], #-7, MUL VL]\n" |
| "uzp1 z25.d, z26.d, z29.d\n" |
| "uzp2 z26.d, z26.d, z29.d\n" |
| "st1w { z15.s }, p0, [%x[Cpanel], #-6, MUL VL]\n" |
| "uzp1 z29.d, z27.d, z30.d\n" |
| "uzp2 z27.d, z27.d, z30.d\n" |
| "st1w { z16.s }, p0, [%x[Cpanel], #-5, MUL VL]\n" |
| "uzp1 z30.d, z28.d, z31.d\n" |
| "uzp2 z28.d, z28.d, z31.d\n" |
| "st1w { z19.s }, p0, [%x[Cpanel], #-4, MUL VL]\n" |
| "st1w { z23.s }, p0, [%x[Cpanel], #-3, MUL VL]\n" |
| "st1w { z24.s }, p0, [%x[Cpanel], #-2, MUL VL]\n" |
| "st1w { z20.s }, p0, [%x[Cpanel], #-1, MUL VL]\n" |
| "st1w { z21.s }, p0, [%x[Cpanel]]\n" |
| "st1w { z22.s }, p0, [%x[Cpanel], #1, MUL VL]\n" |
| "st1w { z25.s }, p0, [%x[Cpanel], #2, MUL VL]\n" |
| "st1w { z29.s }, p0, [%x[Cpanel], #3, MUL VL]\n" |
| "st1w { z30.s }, p0, [%x[Cpanel], #4, MUL VL]\n" |
| "st1w { z26.s }, p0, [%x[Cpanel], #5, MUL VL]\n" |
| "st1w { z27.s }, p0, [%x[Cpanel], #6, MUL VL]\n" |
| "st1w { z28.s }, p0, [%x[Cpanel], #7, MUL VL]\n" |
| "addvl %x[Cpanel], %x[Cpanel], #8\n" |
| "bgt 2b\n" |
| "subs %x[ablocks], %x[ablocks], #0x1\n" |
| "bne 1b\n" |
| : [Apanel] "+&r" (Apanel), [Cpanel] "+&r" (Cpanel), [ablocks] "+&r" (ablocks) |
| : [args_ptr] "r" (&ka), [offsetof_B_stride] "I" (offsetof(KernelArgs, B_stride)), [offsetof_Bpanel] "I" (offsetof(KernelArgs, Bpanel)), [offsetof_K] "I" (offsetof(KernelArgs, K)), [offsetof_N] "I" (offsetof(KernelArgs, N)), [offsetof_cur_B_ptr] "I" (offsetof(KernelArgs, cur_B_ptr)) |
| : "cc", "memory", "p0", "x20", "x21", "x22", "x23", "x24", "x25", "x26", "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 // ARM_COMPUTE_ENABLE_SVE |