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/*
* 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_FEATURE_SVE
#ifdef ARM_COMPUTE_ENABLE_SME2
#include "arm_gemm.hpp"
#include <cstdint>
#include "../../asmlib.hpp"
#include "../../utils.hpp"
namespace arm_gemm {
void sme2_interleaved_nomerge_s8s32_mopa_1VLx4VL(const int8_t *const A, const int8_t *const B, int32_t *const C, int ldc, const int M, const int N, const int K, const int32_t *const bias, const Activation act, bool accumulate, int32_t *const accumulator_buffer)
{
ARM_COMPUTE_UNUSED(act);
struct KernelArgs
{
KernelArgs(
const int8_t *const A,
const int8_t *const B,
int32_t *const C, const int ldc,
const int M, const int N, const int K,
const int32_t *const bias,
bool accumulate,
int32_t *const accumulator_buffer
) : A(A),
B(B), kstride_bytes(roundup(K, 4) * sizeof(int8_t)),
C(C), ldcb(ldc * sizeof(int32_t)),
M(M), N(N), K(K),
n_loops(((K / 4) - 1) / 2), n_tail_iters(((K / 4) - 1) % 2),
bias(bias),
accumulator_buffer(accumulator_buffer),
flags(0x0)
{
if (accumulate)
{
flags |= 1 << 0; // FILL_ACCUMULATORS_FROM_BUFFER
}
if (C == nullptr)
{
flags |= 1 << 1; // STORE_ACCUMULATORS_TO_BUFFER
}
}
const int8_t *const A;
const int8_t *const B;
const long kstride_bytes;
int32_t *const C;
const long ldcb;
const long M, N, K, n_loops, n_tail_iters;
const int32_t *const bias;
int32_t *const accumulator_buffer;
uint64_t flags;
};
// Construct arguments for this kernel
KernelArgs args(A, B, C, ldc, M, N, K, bias, accumulate, accumulator_buffer);
__asm__ __volatile__(
"ldr x13, [%x[args], %[offsetof_flags]]\n"
".inst 0xd503477f // SMSTART ZA\n"
"ptrue p0.b\n"
".inst 0x25207811 // ptrue pn9.b\n"
"ldr x11, [%x[args], %[offsetof_accumulator_buffer]]\n"
"ldr x10, [%x[args], %[offsetof_accumulator_buffer]]\n"
"tbz x13, #0, 2f\n"
"mov x12, #0x0\n"
"cntw x20\n"
"1:" // Initial accumulator load from buffer: Loop
".inst 0xa040c564 // ld1w { z4.s-z7.s }, pn9.b/Z, [x11]\n"
".inst 0xc0840480 // mova za0h.s[x12], { z4.s-z7.s }\n"
".inst 0xa041c57c // ld1w { z28.s-z31.s }, pn9.b/Z, [x11, #0x4, MUL VL]\n"
".inst 0xc0840781 // mova za1h.s[x12], { z28.s-z31.s }\n"
".inst 0xa042c570 // ld1w { z16.s-z19.s }, pn9.b/Z, [x11, #0x8, MUL VL]\n"
".inst 0xc0840602 // mova za2h.s[x12], { z16.s-z19.s }\n"
".inst 0xa043c560 // ld1w { z0.s-z3.s }, pn9.b/Z, [x11, #0xc, MUL VL]\n"
".inst 0xc0840403 // mova za3h.s[x12], { z0.s-z3.s }\n"
"add x12, x12, #0x4\n"
"cmp x12, x20\n"
"addvl x11, x11, #16\n"
"blt 1b\n"
"2:" // Initial accumulator load from buffer: End
"ldr w9, [%x[args], %[offsetof_M]]\n"
"mov x28, #0x0\n"
"mov x27, #0x0\n"
"ldr w26, [%x[args], %[offsetof_N]]\n"
"ldr x25, [%x[args], %[offsetof_A]]\n"
"3:" // M and N loop
"mov x24, x25\n"
".inst 0x25ba6770 // whilelt pn8.s, x27, x26, VLx4\n"
"tbnz x13, #0, 4f\n"
"ldr x20, [%x[args], %[offsetof_bias]]\n"
".inst 0xc00800ff // zero { zad0, zad1, zad2, zad3, zad4, zad5, zad6, zad7 }\n"
"cbz x20, 5f\n"
".inst 0xa11bc28a // ldnt1w { z2.s, z6.s, z10.s, z14.s }, p8/Z, [x20, x27, LSL #2]\n"
".inst 0xc0900040 // addha za0.s, p0/M, p0/M, z2.s\n"
".inst 0xc09000c1 // addha za1.s, p0/M, p0/M, z6.s\n"
".inst 0xc0900142 // addha za2.s, p0/M, p0/M, z10.s\n"
".inst 0xc09001c3 // addha za3.s, p0/M, p0/M, z14.s\n"
"4:" // Prepare accumulators: Test for last block
"mov x20, x27\n"
"mov x21, x28\n"
"incw x20, ALL, MUL #4\n"
"incw x21\n"
"cmp x20, x26\n"
"csel x21, x28, x21, LT\n"
"mov x20, x13\n"
"bfm x13, XZR, #0x0, #0x0 // bfc x13, #0x0, #0x1\n"
"cmp x21, x9\n"
"csel x13, x20, x13, LT\n"
"5:" // Prepare accumulators: End
"ldr x20, [%x[args], %[offsetof_K]]\n"
"add x20, x20, #0x3\n"
"lsr x20, x20, #0x2\n"
"ldr x23, [%x[args], %[offsetof_B]]\n"
"lsr x22, x20, #0x2\n"
"and x21, x20, #0x3\n"
"ldr x20, [%x[args], %[offsetof_kstride_bytes]]\n"
"madd x23, x27, x20, x23\n" // bptr = B + n * kstride_bytes
"cbz x22, 8f\n"
"subs x22, x22, #0x1\n"
"ld1b { z20.b }, p0/Z, [x24]\n"
".inst 0xa14086e9 // ldnt1b { z1.b, z5.b, z9.b, z13.b }, pn9.b/Z, [x23]\n"
"ld1b { z10.b }, p0/Z, [x24, #1, MUL VL]\n"
".inst 0xa14186fa // ldnt1b { z18.b, z22.b, z26.b, z30.b }, pn9.b/Z, [x23, #0x4, MUL VL]\n"
"ld1b { z16.b }, p0/Z, [x24, #2, MUL VL]\n"
".inst 0xa14286eb // ldnt1b { z3.b, z7.b, z11.b, z15.b }, pn9.b/Z, [x23, #0x8, MUL VL]\n"
"ld1b { z25.b }, p0/Z, [x24, #3, MUL VL]\n"
"addvl x24, x24, #4\n"
".inst 0xa14386e8 // ldnt1b { z0.b, z4.b, z8.b, z12.b }, pn9.b/Z, [x23, #0xc, MUL VL]\n"
"addvl x23, x23, #16\n"
"ble 7f\n"
"6:" // K loop
".inst 0xa0810280 // smopa za0.s, p0/M, p0/M, z20.b, z1.b\n"
"subs x22, x22, #0x1\n"
".inst 0xa0850281 // smopa za1.s, p0/M, p0/M, z20.b, z5.b\n"
".inst 0xa0890282 // smopa za2.s, p0/M, p0/M, z20.b, z9.b\n"
".inst 0xa08d0283 // smopa za3.s, p0/M, p0/M, z20.b, z13.b\n"
"ld1b { z20.b }, p0/Z, [x24]\n"
".inst 0xa0920140 // smopa za0.s, p0/M, p0/M, z10.b, z18.b\n"
".inst 0xa14086e9 // ldnt1b { z1.b, z5.b, z9.b, z13.b }, pn9.b/Z, [x23]\n"
".inst 0xa0960141 // smopa za1.s, p0/M, p0/M, z10.b, z22.b\n"
".inst 0xa09a0142 // smopa za2.s, p0/M, p0/M, z10.b, z26.b\n"
".inst 0xa09e0143 // smopa za3.s, p0/M, p0/M, z10.b, z30.b\n"
"ld1b { z10.b }, p0/Z, [x24, #1, MUL VL]\n"
".inst 0xa0830200 // smopa za0.s, p0/M, p0/M, z16.b, z3.b\n"
".inst 0xa14186fa // ldnt1b { z18.b, z22.b, z26.b, z30.b }, pn9.b/Z, [x23, #0x4, MUL VL]\n"
".inst 0xa0870201 // smopa za1.s, p0/M, p0/M, z16.b, z7.b\n"
".inst 0xa08b0202 // smopa za2.s, p0/M, p0/M, z16.b, z11.b\n"
".inst 0xa08f0203 // smopa za3.s, p0/M, p0/M, z16.b, z15.b\n"
"ld1b { z16.b }, p0/Z, [x24, #2, MUL VL]\n"
".inst 0xa14286eb // ldnt1b { z3.b, z7.b, z11.b, z15.b }, pn9.b/Z, [x23, #0x8, MUL VL]\n"
".inst 0xa0800320 // smopa za0.s, p0/M, p0/M, z25.b, z0.b\n"
".inst 0xa0840321 // smopa za1.s, p0/M, p0/M, z25.b, z4.b\n"
".inst 0xa0880322 // smopa za2.s, p0/M, p0/M, z25.b, z8.b\n"
".inst 0xa08c0323 // smopa za3.s, p0/M, p0/M, z25.b, z12.b\n"
"ld1b { z25.b }, p0/Z, [x24, #3, MUL VL]\n"
"addvl x24, x24, #4\n"
".inst 0xa14386e8 // ldnt1b { z0.b, z4.b, z8.b, z12.b }, pn9.b/Z, [x23, #0xc, MUL VL]\n"
"addvl x23, x23, #16\n"
"bgt 6b\n"
"7:" // K loop tail
".inst 0xa0810280 // smopa za0.s, p0/M, p0/M, z20.b, z1.b\n"
".inst 0xa0850281 // smopa za1.s, p0/M, p0/M, z20.b, z5.b\n"
".inst 0xa0890282 // smopa za2.s, p0/M, p0/M, z20.b, z9.b\n"
".inst 0xa08d0283 // smopa za3.s, p0/M, p0/M, z20.b, z13.b\n"
".inst 0xa0920140 // smopa za0.s, p0/M, p0/M, z10.b, z18.b\n"
".inst 0xa0960141 // smopa za1.s, p0/M, p0/M, z10.b, z22.b\n"
".inst 0xa09a0142 // smopa za2.s, p0/M, p0/M, z10.b, z26.b\n"
".inst 0xa09e0143 // smopa za3.s, p0/M, p0/M, z10.b, z30.b\n"
".inst 0xa0830200 // smopa za0.s, p0/M, p0/M, z16.b, z3.b\n"
".inst 0xa0870201 // smopa za1.s, p0/M, p0/M, z16.b, z7.b\n"
".inst 0xa08b0202 // smopa za2.s, p0/M, p0/M, z16.b, z11.b\n"
".inst 0xa08f0203 // smopa za3.s, p0/M, p0/M, z16.b, z15.b\n"
".inst 0xa0800320 // smopa za0.s, p0/M, p0/M, z25.b, z0.b\n"
".inst 0xa0840321 // smopa za1.s, p0/M, p0/M, z25.b, z4.b\n"
".inst 0xa0880322 // smopa za2.s, p0/M, p0/M, z25.b, z8.b\n"
".inst 0xa08c0323 // smopa za3.s, p0/M, p0/M, z25.b, z12.b\n"
"8:" // K oddments
"cbz x21, 10f\n"
"9:" // K oddments: Loop
"ld1b { z20.b }, p0/Z, [x24]\n"
"subs x21, x21, #0x1\n"
"addvl x24, x24, #1\n"
".inst 0xa14086e1 // ld1b { z1.b, z5.b, z9.b, z13.b }, pn9.b/Z, [x23]\n"
"addvl x23, x23, #4\n"
".inst 0xa0810280 // smopa za0.s, p0/M, p0/M, z20.b, z1.b\n"
".inst 0xa0850281 // smopa za1.s, p0/M, p0/M, z20.b, z5.b\n"
".inst 0xa0890282 // smopa za2.s, p0/M, p0/M, z20.b, z9.b\n"
".inst 0xa08d0283 // smopa za3.s, p0/M, p0/M, z20.b, z13.b\n"
"bgt 9b\n"
"10:" // K oddments: End
"tbz x13, #1, 14f\n"
"tbz x13, #0, 12f\n"
"mov x12, #0x0\n"
"cntw x20\n"
"11:" // Store to partial result buffer: Store and refill: Loop
".inst 0xa040c57c // ld1w { z28.s-z31.s }, pn9.b/Z, [x11]\n"
".inst 0xc0860404 // mova { z4.s-z7.s }, za0h.s[x12]\n"
".inst 0xc0840780 // mova za0h.s[x12], { z28.s-z31.s }\n"
".inst 0xc0860434 // mova { z20.s-z23.s }, za1h.s[x12]\n"
".inst 0xa041c560 // ld1w { z0.s-z3.s }, pn9.b/Z, [x11, #0x4, MUL VL]\n"
".inst 0xc0840401 // mova za1h.s[x12], { z0.s-z3.s }\n"
".inst 0xc0860458 // mova { z24.s-z27.s }, za2h.s[x12]\n"
".inst 0xc086047c // mova { z28.s-z31.s }, za3h.s[x12]\n"
".inst 0xa042c570 // ld1w { z16.s-z19.s }, pn9.b/Z, [x11, #0x8, MUL VL]\n"
".inst 0xc0840602 // mova za2h.s[x12], { z16.s-z19.s }\n"
".inst 0xa043c56c // ld1w { z12.s-z15.s }, pn9.b/Z, [x11, #0xc, MUL VL]\n"
".inst 0xc0840583 // mova za3h.s[x12], { z12.s-z15.s }\n"
"add x12, x12, #0x4\n"
"cmp x12, x20\n"
".inst 0xa060c544 // st1w { z4.s-z7.s }, pn9.b, [x10]\n"
"addvl x11, x11, #16\n"
".inst 0xa061c554 // st1w { z20.s-z23.s }, pn9.b, [x10, #0x4, MUL VL]\n"
".inst 0xa062c558 // st1w { z24.s-z27.s }, pn9.b, [x10, #0x8, MUL VL]\n"
".inst 0xa063c55c // st1w { z28.s-z31.s }, pn9.b, [x10, #0xc, MUL VL]\n"
"addvl x10, x10, #16\n"
"blt 11b\n"
"b 20f\n"
"12:" // Store to partial result buffer: Store only
"mov x12, #0x0\n"
"cntw x20\n"
"13:" // Store to partial result buffer: Store only: Loop
".inst 0xc0860414 // mova { z20.s-z23.s }, za0h.s[x12]\n"
".inst 0xc0860420 // mova { z0.s-z3.s }, za1h.s[x12]\n"
".inst 0xa060c554 // st1w { z20.s-z23.s }, pn9.b, [x10]\n"
".inst 0xc0860448 // mova { z8.s-z11.s }, za2h.s[x12]\n"
".inst 0xc086046c // mova { z12.s-z15.s }, za3h.s[x12]\n"
".inst 0xa061c540 // st1w { z0.s-z3.s }, pn9.b, [x10, #0x4, MUL VL]\n"
"add x12, x12, #0x4\n"
"cmp x12, x20\n"
".inst 0xa062c548 // st1w { z8.s-z11.s }, pn9.b, [x10, #0x8, MUL VL]\n"
".inst 0xa063c54c // st1w { z12.s-z15.s }, pn9.b, [x10, #0xc, MUL VL]\n"
"addvl x10, x10, #16\n"
"blt 13b\n"
"b 20f\n"
"14:" // Store to output array
"ldr x23, [%x[args], %[offsetof_C]]\n"
"sub x21, x9, x28\n"
"cntw x20\n"
"ldr x22, [%x[args], %[offsetof_ldcb]]\n"
"cmp x21, x20\n"
"csel x20, x21, x20, LT\n"
"add x23, x23, x27, LSL #2\n" // C += n
"lsr x21, x20, #0x2\n"
"madd x23, x28, x22, x23\n" // C += m * ldc
"mov x12, #0x0\n"
"and x20, x20, #0x3\n"
"cbz x21, 16f\n"
"15:" // Store to output array: Accumulator row 0 loop
".inst 0xc0860400 // mova { z0.s-z3.s }, za0h.s[x12]\n"
".inst 0xc0860424 // mova { z4.s-z7.s }, za1h.s[x12]\n"
".inst 0xc0860448 // mova { z8.s-z11.s }, za2h.s[x12]\n"
".inst 0xc086046c // mova { z12.s-z15.s }, za3h.s[x12]\n"
".inst 0xa160c2e0 // st1w { z0.s, z4.s, z8.s, z12.s }, p8, [x23]\n"
"add x23, x23, x22\n"
".inst 0xa160c2e1 // st1w { z1.s, z5.s, z9.s, z13.s }, p8, [x23]\n"
"add x23, x23, x22\n"
"add x12, x12, #0x4\n"
".inst 0xa160c2e2 // st1w { z2.s, z6.s, z10.s, z14.s }, p8, [x23]\n"
"add x23, x23, x22\n"
"cmp x12, x21, LSL #2\n"
".inst 0xa160c2e3 // st1w { z3.s, z7.s, z11.s, z15.s }, p8, [x23]\n"
"add x23, x23, x22\n"
"blt 15b\n"
"16:" // Store to output array: Accumulator row 0 oddments
"cbz x20, 17f\n"
"subs x20, x20, #0x1\n"
".inst 0xc0860400 // mova { z0.s-z3.s }, za0h.s[x12]\n"
".inst 0xc0860424 // mova { z4.s-z7.s }, za1h.s[x12]\n"
".inst 0xc0860448 // mova { z8.s-z11.s }, za2h.s[x12]\n"
".inst 0xc086046c // mova { z12.s-z15.s }, za3h.s[x12]\n"
".inst 0xa160c2e0 // st1w { z0.s, z4.s, z8.s, z12.s }, p8, [x23]\n"
"add x23, x23, x22\n"
"beq 17f\n"
"subs x20, x20, #0x1\n"
".inst 0xa160c2e1 // st1w { z1.s, z5.s, z9.s, z13.s }, p8, [x23]\n"
"add x23, x23, x22\n"
"beq 17f\n"
".inst 0xa160c2e2 // st1w { z2.s, z6.s, z10.s, z14.s }, p8, [x23]\n"
"17:" // Store to output array: Accumulator row 0 oddments: End
"18:" // Store to output array: End
"tbz x13, #0, 20f\n"
"mov x12, #0x0\n"
"cntw x20\n"
"19:" // Store to output array: Refill accumulators: Loop
".inst 0xa040c56c // ld1w { z12.s-z15.s }, pn9.b/Z, [x11]\n"
".inst 0xc0840580 // mova za0h.s[x12], { z12.s-z15.s }\n"
".inst 0xa041c570 // ld1w { z16.s-z19.s }, pn9.b/Z, [x11, #0x4, MUL VL]\n"
".inst 0xc0840601 // mova za1h.s[x12], { z16.s-z19.s }\n"
".inst 0xa042c570 // ld1w { z16.s-z19.s }, pn9.b/Z, [x11, #0x8, MUL VL]\n"
".inst 0xc0840602 // mova za2h.s[x12], { z16.s-z19.s }\n"
".inst 0xa043c564 // ld1w { z4.s-z7.s }, pn9.b/Z, [x11, #0xc, MUL VL]\n"
".inst 0xc0840483 // mova za3h.s[x12], { z4.s-z7.s }\n"
"add x12, x12, #0x4\n"
"cmp x12, x20\n"
"addvl x11, x11, #16\n"
"blt 19b\n"
"20:" // End block
"incw x27, ALL, MUL #4\n"
"cmp x27, x26\n"
"blt 3b\n"
"incw x28\n"
"cmp x28, x9\n"
"mov x27, #0x0\n"
"mov x25, x24\n"
"blt 3b\n"
".inst 0xd503467f // SMSTOP\n"
:
: [args] "r" (&args), [offsetof_A] "I" (offsetof(KernelArgs, A)), [offsetof_B] "I" (offsetof(KernelArgs, B)), [offsetof_C] "I" (offsetof(KernelArgs, C)), [offsetof_K] "I" (offsetof(KernelArgs, K)), [offsetof_M] "I" (offsetof(KernelArgs, M)), [offsetof_N] "I" (offsetof(KernelArgs, N)), [offsetof_accumulator_buffer] "I" (offsetof(KernelArgs, accumulator_buffer)), [offsetof_bias] "I" (offsetof(KernelArgs, bias)), [offsetof_flags] "I" (offsetof(KernelArgs, flags)), [offsetof_kstride_bytes] "I" (offsetof(KernelArgs, kstride_bytes)), [offsetof_ldcb] "I" (offsetof(KernelArgs, ldcb))
: "cc", "memory", "p0", "p1", "p2", "p3", "p4", "p5", "p6", "p7", "p8", "p9", "p10", "p11", "p12", "p13", "p14", "p15", "x9", "x10", "x11", "x12", "x13", "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 // ARM_COMPUTE_ENABLE_SME2
#endif // __ARM_FEATURE_SVE
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