/* * Copyright (c) 2019-2021, 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. */ #ifdef ARM_COMPUTE_ENABLE_SVE #include #include "../../bfloat.hpp" namespace arm_gemm { void sve_interleaved_bf16fp32_mmla_8x3VL( const bfloat16 *Apanel, const bfloat16 *Bpanel, float *Cpanel, int ablocks, int bblocks, int K) { struct KernelArgs { size_t K = {}; const bfloat16 *Bpanel = {}; size_t bblocks = {}; } ka; ka.K = (K/4) - 1; ka.Bpanel = Bpanel; ka.bblocks = bblocks; __asm__ __volatile__( "ptrue p0.b\n" "1:" // Height loop "ldr x23, [%x[args_ptr], %[offsetof_bblocks]]\n" "ldr x22, [%x[args_ptr], %[offsetof_Bpanel]]\n" "mov x21, %x[Apanel]\n" "2:" // Width loop "ldr x20, [%x[args_ptr], %[offsetof_K]]\n" "mov %x[Apanel], x21\n" "cmp x20, #0x2\n" "mov z8.b, #0x0\n" "mov z9.b, #0x0\n" "ld1h { z4.h }, p0/Z, [x22]\n" "mov z10.b, #0x0\n" "mov z11.b, #0x0\n" "ld1rqh { z0.h }, p0/Z, [%x[Apanel]]\n" "mov z12.b, #0x0\n" "mov z13.b, #0x0\n" "ld1rqh { z1.h }, p0/Z, [%x[Apanel], #16]\n" "mov z14.b, #0x0\n" "mov z15.b, #0x0\n" "ld1h { z5.h }, p0/Z, [x22, #1, MUL VL]\n" "mov z16.b, #0x0\n" "mov z17.b, #0x0\n" "ld1rqh { z2.h }, p0/Z, [%x[Apanel], #32]\n" "mov z18.b, #0x0\n" "mov z19.b, #0x0\n" "addvl x22, x22, #2\n" "mov z20.b, #0x0\n" "mov z21.b, #0x0\n" "add %x[Apanel], %x[Apanel], #0x30\n" "mov z22.b, #0x0\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 4f\n" "3:" // main loop head "ld1rqh { z6.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 { z7.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 { z3.h }, p0/Z, [x22, #1, MUL VL]\n" ".inst 0x6464e4da // bfmmla z26.s, z6.h, z4.h\n" ".inst 0x6465e4dd // bfmmla z29.s, z6.h, z5.h\n" "ld1h { z5.h }, p0/Z, [x22, #2, MUL VL]\n" "ld1h { z4.h }, p0/Z, [x22, #3, MUL VL]\n" ".inst 0x6467e409 // bfmmla z9.s, z0.h, z7.h\n" ".inst 0x6463e40c // bfmmla z12.s, z0.h, z3.h\n" ".inst 0x6467e42f // bfmmla z15.s, z1.h, z7.h\n" ".inst 0x6463e432 // bfmmla z18.s, z1.h, z3.h\n" "sub x20, x20, #0x2\n" ".inst 0x6467e455 // bfmmla z21.s, z2.h, z7.h\n" ".inst 0x6463e458 // bfmmla z24.s, z2.h, z3.h\n" "cmp x20, #0x2\n" ".inst 0x6467e4db // bfmmla z27.s, z6.h, z7.h\n" ".inst 0x6463e4de // bfmmla z30.s, z6.h, z3.h\n" "ld1h { z3.h }, p0/Z, [x22, #4, MUL VL]\n" ".inst 0x6465e40a // bfmmla z10.s, z0.h, z5.h\n" ".inst 0x6464e40d // bfmmla z13.s, z0.h, z4.h\n" "ld1rqh { z0.h }, p0/Z, [%x[Apanel], #16]\n" ".inst 0x6465e430 // bfmmla z16.s, z1.h, z5.h\n" ".inst 0x6464e433 // bfmmla z19.s, z1.h, z4.h\n" "ld1rqh { z1.h }, p0/Z, [%x[Apanel], #32]\n" ".inst 0x6465e456 // bfmmla z22.s, z2.h, z5.h\n" ".inst 0x6464e459 // bfmmla z25.s, z2.h, z4.h\n" "ld1h { z7.h }, p0/Z, [x22, #5, MUL VL]\n" ".inst 0x6465e4dc // bfmmla z28.s, z6.h, z5.h\n" ".inst 0x6464e4df // bfmmla z31.s, z6.h, z4.h\n" "ld1rqh { z5.h }, p0/Z, [%x[Apanel], #48]\n" "ld1rqh { z6.h }, p0/Z, [%x[Apanel], #64]\n" "ld1h { z2.h }, p0/Z, [x22, #6, MUL VL]\n" ".inst 0x6463e408 // bfmmla z8.s, z0.h, z3.h\n" "ld1h { z4.h }, p0/Z, [x22, #7, MUL VL]\n" "addvl x22, x22, #16\n" ".inst 0x6467e40b // bfmmla z11.s, z0.h, z7.h\n" ".inst 0x6463e42e // bfmmla z14.s, z1.h, z3.h\n" ".inst 0x6467e431 // bfmmla z17.s, z1.h, z7.h\n" ".inst 0x6463e4b4 // bfmmla z20.s, z5.h, z3.h\n" ".inst 0x6467e4b7 // bfmmla z23.s, z5.h, z7.h\n" ".inst 0x6463e4da // bfmmla z26.s, z6.h, z3.h\n" ".inst 0x6467e4dd // bfmmla z29.s, z6.h, z7.h\n" "ld1h { z3.h }, p0/Z, [x22, #-8, MUL VL]\n" "ld1h { z7.h }, p0/Z, [x22, #-7, MUL VL]\n" ".inst 0x6462e409 // bfmmla z9.s, z0.h, z2.h\n" ".inst 0x6464e40c // bfmmla z12.s, z0.h, z4.h\n" ".inst 0x6462e42f // bfmmla z15.s, z1.h, z2.h\n" ".inst 0x6464e432 // bfmmla z18.s, z1.h, z4.h\n" ".inst 0x6462e4b5 // bfmmla z21.s, z5.h, z2.h\n" ".inst 0x6464e4b8 // bfmmla z24.s, z5.h, z4.h\n" ".inst 0x6462e4db // bfmmla z27.s, z6.h, z2.h\n" ".inst 0x6464e4de // bfmmla z30.s, z6.h, z4.h\n" "ld1h { z4.h }, p0/Z, [x22, #-6, MUL VL]\n" ".inst 0x6463e40a // bfmmla z10.s, z0.h, z3.h\n" ".inst 0x6467e40d // bfmmla z13.s, z0.h, z7.h\n" "ld1rqh { z0.h }, p0/Z, [%x[Apanel], #80]\n" ".inst 0x6463e430 // bfmmla z16.s, z1.h, z3.h\n" ".inst 0x6467e433 // bfmmla z19.s, z1.h, z7.h\n" "ld1rqh { z1.h }, p0/Z, [%x[Apanel], #96]\n" ".inst 0x6463e4b6 // bfmmla z22.s, z5.h, z3.h\n" ".inst 0x6467e4b9 // bfmmla z25.s, z5.h, z7.h\n" "ld1h { z5.h }, p0/Z, [x22, #-5, MUL VL]\n" ".inst 0x6463e4dc // bfmmla z28.s, z6.h, z3.h\n" ".inst 0x6467e4df // bfmmla z31.s, z6.h, z7.h\n" "ld1rqh { z2.h }, p0/Z, [%x[Apanel], #112]\n" "add %x[Apanel], %x[Apanel], #0x80\n" "addvl x22, x22, #-4\n" "bge 3b\n" "4:" // main loop skip "ld1rqh { z7.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 { z3.h }, p0/Z, [x22, #1, MUL VL]\n" ".inst 0x6464e4fa // bfmmla z26.s, z7.h, z4.h\n" ".inst 0x6465e4fd // bfmmla z29.s, z7.h, z5.h\n" "ld1h { z5.h }, p0/Z, [x22, #2, MUL VL]\n" "ld1h { z4.h }, p0/Z, [x22, #3, MUL VL]\n" ".inst 0x6466e409 // bfmmla z9.s, z0.h, z6.h\n" ".inst 0x6463e40c // bfmmla z12.s, z0.h, z3.h\n" ".inst 0x6466e42f // bfmmla z15.s, z1.h, z6.h\n" ".inst 0x6463e432 // bfmmla z18.s, z1.h, z3.h\n" "add %x[Apanel], %x[Apanel], #0x10\n" ".inst 0x6466e455 // bfmmla z21.s, z2.h, z6.h\n" ".inst 0x6463e458 // bfmmla z24.s, z2.h, z3.h\n" "addvl x22, x22, #4\n" ".inst 0x6466e4fb // bfmmla z27.s, z7.h, z6.h\n" ".inst 0x6463e4fe // bfmmla z30.s, z7.h, z3.h\n" ".inst 0x6465e40a // bfmmla z10.s, z0.h, z5.h\n" ".inst 0x6464e40d // bfmmla z13.s, z0.h, z4.h\n" ".inst 0x6465e430 // bfmmla z16.s, z1.h, z5.h\n" ".inst 0x6464e433 // bfmmla z19.s, z1.h, z4.h\n" ".inst 0x6465e456 // bfmmla z22.s, z2.h, z5.h\n" ".inst 0x6464e459 // bfmmla z25.s, z2.h, z4.h\n" ".inst 0x6465e4fc // bfmmla z28.s, z7.h, z5.h\n" ".inst 0x6464e4ff // bfmmla z31.s, z7.h, z4.h\n" "cbz x20, 5f\n" "ld1h { z1.h }, p0/Z, [x22]\n" "ld1rqh { z7.h }, p0/Z, [%x[Apanel]]\n" ".inst 0x6461e4e8 // bfmmla z8.s, z7.h, z1.h\n" "ld1rqh { z6.h }, p0/Z, [%x[Apanel], #16]\n" "ld1h { z0.h }, p0/Z, [x22, #1, MUL VL]\n" ".inst 0x6460e4eb // bfmmla z11.s, z7.h, z0.h\n" "ld1rqh { z5.h }, p0/Z, [%x[Apanel], #32]\n" "ld1rqh { z4.h }, p0/Z, [%x[Apanel], #48]\n" ".inst 0x6461e4ce // bfmmla z14.s, z6.h, z1.h\n" ".inst 0x6460e4d1 // bfmmla z17.s, z6.h, z0.h\n" ".inst 0x6461e4b4 // bfmmla z20.s, z5.h, z1.h\n" "ld1h { z3.h }, p0/Z, [x22, #2, MUL VL]\n" ".inst 0x6460e4b7 // bfmmla z23.s, z5.h, z0.h\n" ".inst 0x6461e49a // bfmmla z26.s, z4.h, z1.h\n" "ld1h { z2.h }, p0/Z, [x22, #3, MUL VL]\n" ".inst 0x6460e49d // bfmmla z29.s, z4.h, z0.h\n" "ld1h { z1.h }, p0/Z, [x22, #4, MUL VL]\n" "ld1h { z0.h }, p0/Z, [x22, #5, MUL VL]\n" ".inst 0x6463e4e9 // bfmmla z9.s, z7.h, z3.h\n" ".inst 0x6462e4ec // bfmmla z12.s, z7.h, z2.h\n" "addvl x22, x22, #6\n" ".inst 0x6463e4cf // bfmmla z15.s, z6.h, z3.h\n" ".inst 0x6462e4d2 // bfmmla z18.s, z6.h, z2.h\n" "add %x[Apanel], %x[Apanel], #0x40\n" ".inst 0x6463e4b5 // bfmmla z21.s, z5.h, z3.h\n" ".inst 0x6462e4b8 // bfmmla z24.s, z5.h, z2.h\n" ".inst 0x6463e49b // bfmmla z27.s, z4.h, z3.h\n" ".inst 0x6462e49e // bfmmla z30.s, z4.h, z2.h\n" ".inst 0x6461e4ea // bfmmla z10.s, z7.h, z1.h\n" ".inst 0x6460e4ed // bfmmla z13.s, z7.h, z0.h\n" ".inst 0x6461e4d0 // bfmmla z16.s, z6.h, z1.h\n" ".inst 0x6460e4d3 // bfmmla z19.s, z6.h, z0.h\n" ".inst 0x6461e4b6 // bfmmla z22.s, z5.h, z1.h\n" ".inst 0x6460e4b9 // bfmmla z25.s, z5.h, z0.h\n" ".inst 0x6461e49c // bfmmla z28.s, z4.h, z1.h\n" ".inst 0x6460e49f // bfmmla z31.s, z4.h, z0.h\n" "5:" // multiply loop done "uzp1 z0.d, z8.d, z11.d\n" "uzp2 z8.d, z8.d, z11.d\n" "st1w { z0.s }, p0, [%x[Cpanel]]\n" "uzp1 z0.d, z9.d, z12.d\n" "uzp2 z9.d, z9.d, z12.d\n" "st1w { z0.s }, p0, [%x[Cpanel], #1, MUL VL]\n" "uzp1 z0.d, z10.d, z13.d\n" "uzp2 z10.d, z10.d, z13.d\n" "st1w { z0.s }, p0, [%x[Cpanel], #2, MUL VL]\n" "st1w { z8.s }, p0, [%x[Cpanel], #3, MUL VL]\n" "uzp1 z0.d, z14.d, z17.d\n" "uzp2 z14.d, z14.d, z17.d\n" "st1w { z9.s }, p0, [%x[Cpanel], #4, MUL VL]\n" "uzp1 z1.d, z15.d, z18.d\n" "subs x23, x23, #0x1\n" "st1w { z10.s }, p0, [%x[Cpanel], #5, MUL VL]\n" "uzp2 z15.d, z15.d, z18.d\n" "uzp1 z17.d, z16.d, z19.d\n" "st1w { z0.s }, p0, [%x[Cpanel], #6, MUL VL]\n" "uzp2 z16.d, z16.d, z19.d\n" "uzp1 z0.d, z20.d, z23.d\n" "st1w { z1.s }, p0, [%x[Cpanel], #7, MUL VL]\n" "addvl %x[Cpanel], %x[Cpanel], #16\n" "uzp2 z20.d, z20.d, z23.d\n" "st1w { z17.s }, p0, [%x[Cpanel], #-8, MUL VL]\n" "uzp1 z23.d, z21.d, z24.d\n" "uzp2 z21.d, z21.d, z24.d\n" "st1w { z14.s }, p0, [%x[Cpanel], #-7, MUL VL]\n" "uzp1 z19.d, z22.d, z25.d\n" "uzp2 z22.d, z22.d, z25.d\n" "st1w { z15.s }, p0, [%x[Cpanel], #-6, MUL VL]\n" "uzp1 z18.d, z26.d, z29.d\n" "uzp2 z26.d, z26.d, z29.d\n" "st1w { z16.s }, p0, [%x[Cpanel], #-5, MUL VL]\n" "uzp1 z17.d, z27.d, z30.d\n" "uzp2 z27.d, z27.d, z30.d\n" "st1w { z0.s }, p0, [%x[Cpanel], #-4, MUL VL]\n" "uzp1 z16.d, z28.d, z31.d\n" "uzp2 z28.d, z28.d, z31.d\n" "st1w { z23.s }, p0, [%x[Cpanel], #-3, MUL VL]\n" "st1w { z19.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 { z18.s }, p0, [%x[Cpanel], #2, MUL VL]\n" "st1w { z17.s }, p0, [%x[Cpanel], #3, MUL VL]\n" "st1w { z16.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_Bpanel] "I" (offsetof(KernelArgs, Bpanel)), [offsetof_K] "I" (offsetof(KernelArgs, K)), [offsetof_bblocks] "I" (offsetof(KernelArgs, bblocks)) : "cc", "memory", "p0", "x20", "x21", "x22", "x23", "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