/* * 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 #include "../../asmlib.hpp" #include "../../utils.hpp" namespace arm_gemm { void sme2_interleaved_nomerge_s8q_mopa_4VLx1VL(const int8_t *const A, const int8_t *const B, int8_t *const C, int ldc, const int M, const int N, const int K, const int32_t *const bias, const Requantize32 &rq, const int n_0, bool accumulate, int32_t *const accumulator_buffer) { struct KernelArgs { KernelArgs( const int8_t *const A, const int8_t *const B, int8_t *const C, const int ldc, const int M, const int N, const int K, const int32_t *const bias, const Requantize32 &rq, const int n_0, bool accumulate, int32_t *const accumulator_buffer ) : A(A), B(B), kstride_bytes(roundup(K, 4) * sizeof(int8_t)), C(C), ldcb(ldc * sizeof(int8_t)), M(M), N(N), K(K), n_loops(((K / 4) - 1) / 2), n_tail_iters(((K / 4) - 1) % 2), bias(bias), n_0(n_0), 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 } if (rq.per_channel_requant) { flags |= 1 << 2; // PER_CHANNEL_QUANTISATION } } const int8_t *const A; const int8_t *const B; const long kstride_bytes; int8_t *const C; const long ldcb; const long M, N, K, n_loops, n_tail_iters; int32_t min = std::numeric_limits::min(); int32_t max = std::numeric_limits::max(); const int32_t *const bias; const int n_0; int32_t *const accumulator_buffer; uint64_t flags; }; // Construct arguments for this kernel KernelArgs args(A, B, C, ldc, M, N, K, bias, rq, n_0, accumulate, accumulator_buffer); __asm__ __volatile__( "ldr x16, [%x[args], %[offsetof_flags]]\n" ".inst 0xd503477f // SMSTART ZA\n" "ptrue p1.b\n" ".inst 0x25207810 // ptrue pn8.b\n" "ldr x15, [%x[args], %[offsetof_accumulator_buffer]]\n" "ldr x14, [%x[args], %[offsetof_accumulator_buffer]]\n" "tbz x16, #0, 2f\n" "mov x12, #0x0\n" "cntw x20\n" "1:" // Initial accumulator load from buffer: Loop ".inst 0xa040c1fc // ld1w { z28.s-z31.s }, pn8.b/Z, [x15]\n" ".inst 0xc0840780 // mova za0h.s[x12], { z28.s-z31.s }\n" ".inst 0xa041c1ec // ld1w { z12.s-z15.s }, pn8.b/Z, [x15, #0x4, MUL VL]\n" ".inst 0xc0840581 // mova za1h.s[x12], { z12.s-z15.s }\n" ".inst 0xa042c1f4 // ld1w { z20.s-z23.s }, pn8.b/Z, [x15, #0x8, MUL VL]\n" ".inst 0xc0840682 // mova za2h.s[x12], { z20.s-z23.s }\n" ".inst 0xa043c1f8 // ld1w { z24.s-z27.s }, pn8.b/Z, [x15, #0xc, MUL VL]\n" ".inst 0xc0840703 // mova za3h.s[x12], { z24.s-z27.s }\n" "add x12, x12, #0x4\n" "cmp x12, x20\n" "addvl x15, x15, #16\n" "blt 1b\n" "2:" // Initial accumulator load from buffer: End "ldr w13, [%x[args], %[offsetof_M]]\n" "mov x11, #0x0\n" "mov x10, #0x0\n" "ldr w9, [%x[args], %[offsetof_N]]\n" "ldr x28, [%x[args], %[offsetof_A]]\n" "3:" // M and N loop "mov x27, x28\n" "whilelt p0.s, x10, x9\n" "tbnz x16, #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" "ldnt1w { z15.s }, p0/Z, [x20, x10, LSL #2]\n" ".inst 0xc09025e0 // addha za0.s, p1/M, p1/M, z15.s\n" ".inst 0xc09025e1 // addha za1.s, p1/M, p1/M, z15.s\n" ".inst 0xc09025e2 // addha za2.s, p1/M, p1/M, z15.s\n" ".inst 0xc09025e3 // addha za3.s, p1/M, p1/M, z15.s\n" "4:" // Prepare accumulators: Test for last block "mov x20, x10\n" "mov x21, x11\n" "incw x20\n" "incw x21, ALL, MUL #4\n" "cmp x20, x9\n" "csel x21, x11, x21, LT\n" "mov x20, x16\n" "bfm x16, XZR, #0x0, #0x0 // bfc x16, #0x0, #0x1\n" "cmp x21, x13\n" "csel x16, x20, x16, 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, x10, x20, x23\n" // bptr = B + n * kstride_bytes "cbz x22, 8f\n" "subs x22, x22, #0x1\n" ".inst 0xa1408372 // ld1b { z18.b, z22.b, z26.b, z30.b }, pn8.b/Z, [x27]\n" "ldnt1b { z0.b }, p1/Z, [x23]\n" ".inst 0xa1418373 // ld1b { z19.b, z23.b, z27.b, z31.b }, pn8.b/Z, [x27, #0x4, MUL VL]\n" "ldnt1b { z9.b }, p1/Z, [x23, #1, MUL VL]\n" ".inst 0xa1428370 // ld1b { z16.b, z20.b, z24.b, z28.b }, pn8.b/Z, [x27, #0x8, MUL VL]\n" "ldnt1b { z21.b }, p1/Z, [x23, #2, MUL VL]\n" ".inst 0xa1438362 // ld1b { z2.b, z6.b, z10.b, z14.b }, pn8.b/Z, [x27, #0xc, MUL VL]\n" "addvl x27, x27, #16\n" "ldnt1b { z12.b }, p1/Z, [x23, #3, MUL VL]\n" "addvl x23, x23, #4\n" "ble 7f\n" "6:" // K loop ".inst 0xa0802640 // smopa za0.s, p1/M, p1/M, z18.b, z0.b\n" "subs x22, x22, #0x1\n" ".inst 0xa08026c1 // smopa za1.s, p1/M, p1/M, z22.b, z0.b\n" ".inst 0xa0802742 // smopa za2.s, p1/M, p1/M, z26.b, z0.b\n" ".inst 0xa08027c3 // smopa za3.s, p1/M, p1/M, z30.b, z0.b\n" ".inst 0xa1408372 // ld1b { z18.b, z22.b, z26.b, z30.b }, pn8.b/Z, [x27]\n" ".inst 0xa0892660 // smopa za0.s, p1/M, p1/M, z19.b, z9.b\n" "ldnt1b { z0.b }, p1/Z, [x23]\n" ".inst 0xa08926e1 // smopa za1.s, p1/M, p1/M, z23.b, z9.b\n" ".inst 0xa0892762 // smopa za2.s, p1/M, p1/M, z27.b, z9.b\n" ".inst 0xa08927e3 // smopa za3.s, p1/M, p1/M, z31.b, z9.b\n" ".inst 0xa1418373 // ld1b { z19.b, z23.b, z27.b, z31.b }, pn8.b/Z, [x27, #0x4, MUL VL]\n" ".inst 0xa0952600 // smopa za0.s, p1/M, p1/M, z16.b, z21.b\n" "ldnt1b { z9.b }, p1/Z, [x23, #1, MUL VL]\n" ".inst 0xa0952681 // smopa za1.s, p1/M, p1/M, z20.b, z21.b\n" ".inst 0xa0952702 // smopa za2.s, p1/M, p1/M, z24.b, z21.b\n" ".inst 0xa0952783 // smopa za3.s, p1/M, p1/M, z28.b, z21.b\n" ".inst 0xa1428370 // ld1b { z16.b, z20.b, z24.b, z28.b }, pn8.b/Z, [x27, #0x8, MUL VL]\n" "ldnt1b { z21.b }, p1/Z, [x23, #2, MUL VL]\n" ".inst 0xa08c2440 // smopa za0.s, p1/M, p1/M, z2.b, z12.b\n" ".inst 0xa08c24c1 // smopa za1.s, p1/M, p1/M, z6.b, z12.b\n" ".inst 0xa08c2542 // smopa za2.s, p1/M, p1/M, z10.b, z12.b\n" ".inst 0xa08c25c3 // smopa za3.s, p1/M, p1/M, z14.b, z12.b\n" ".inst 0xa1438362 // ld1b { z2.b, z6.b, z10.b, z14.b }, pn8.b/Z, [x27, #0xc, MUL VL]\n" "addvl x27, x27, #16\n" "ldnt1b { z12.b }, p1/Z, [x23, #3, MUL VL]\n" "addvl x23, x23, #4\n" "bgt 6b\n" "7:" // K loop tail ".inst 0xa0802640 // smopa za0.s, p1/M, p1/M, z18.b, z0.b\n" ".inst 0xa08026c1 // smopa za1.s, p1/M, p1/M, z22.b, z0.b\n" ".inst 0xa0802742 // smopa za2.s, p1/M, p1/M, z26.b, z0.b\n" ".inst 0xa08027c3 // smopa za3.s, p1/M, p1/M, z30.b, z0.b\n" ".inst 0xa0892660 // smopa za0.s, p1/M, p1/M, z19.b, z9.b\n" ".inst 0xa08926e1 // smopa za1.s, p1/M, p1/M, z23.b, z9.b\n" ".inst 0xa0892762 // smopa za2.s, p1/M, p1/M, z27.b, z9.b\n" ".inst 0xa08927e3 // smopa za3.s, p1/M, p1/M, z31.b, z9.b\n" ".inst 0xa0952600 // smopa za0.s, p1/M, p1/M, z16.b, z21.b\n" ".inst 0xa0952681 // smopa za1.s, p1/M, p1/M, z20.b, z21.b\n" ".inst 0xa0952702 // smopa za2.s, p1/M, p1/M, z24.b, z21.b\n" ".inst 0xa0952783 // smopa za3.s, p1/M, p1/M, z28.b, z21.b\n" ".inst 0xa08c2440 // smopa za0.s, p1/M, p1/M, z2.b, z12.b\n" ".inst 0xa08c24c1 // smopa za1.s, p1/M, p1/M, z6.b, z12.b\n" ".inst 0xa08c2542 // smopa za2.s, p1/M, p1/M, z10.b, z12.b\n" ".inst 0xa08c25c3 // smopa za3.s, p1/M, p1/M, z14.b, z12.b\n" "8:" // K oddments "cbz x21, 10f\n" "9:" // K oddments: Loop ".inst 0xa1408372 // ld1b { z18.b, z22.b, z26.b, z30.b }, pn8.b/Z, [x27]\n" "subs x21, x21, #0x1\n" "addvl x27, x27, #4\n" "ld1b { z0.b }, p1/Z, [x23]\n" "addvl x23, x23, #1\n" ".inst 0xa0802640 // smopa za0.s, p1/M, p1/M, z18.b, z0.b\n" ".inst 0xa08026c1 // smopa za1.s, p1/M, p1/M, z22.b, z0.b\n" ".inst 0xa0802742 // smopa za2.s, p1/M, p1/M, z26.b, z0.b\n" ".inst 0xa08027c3 // smopa za3.s, p1/M, p1/M, z30.b, z0.b\n" "bgt 9b\n" "10:" // K oddments: End ".inst 0xa040c360 // ld1w { z0.s-z3.s }, pn8.b/Z, [x27]\n" "addvl x27, x27, #4\n" ".inst 0xc0912400 // addva za0.s, p1/M, p1/M, z0.s\n" ".inst 0xc0912421 // addva za1.s, p1/M, p1/M, z1.s\n" ".inst 0xc0912442 // addva za2.s, p1/M, p1/M, z2.s\n" ".inst 0xc0912463 // addva za3.s, p1/M, p1/M, z3.s\n" "tbz x16, #1, 14f\n" "tbz x16, #0, 12f\n" "mov x12, #0x0\n" "cntw x20\n" "11:" // Store to partial result buffer: Store and refill: Loop ".inst 0xa040c1f4 // ld1w { z20.s-z23.s }, pn8.b/Z, [x15]\n" ".inst 0xc0860410 // mova { z16.s-z19.s }, za0h.s[x12]\n" ".inst 0xc0840680 // mova za0h.s[x12], { z20.s-z23.s }\n" ".inst 0xc0860428 // mova { z8.s-z11.s }, za1h.s[x12]\n" ".inst 0xa041c1e4 // ld1w { z4.s-z7.s }, pn8.b/Z, [x15, #0x4, MUL VL]\n" ".inst 0xc0840481 // mova za1h.s[x12], { z4.s-z7.s }\n" ".inst 0xc086044c // mova { z12.s-z15.s }, za2h.s[x12]\n" ".inst 0xc086047c // mova { z28.s-z31.s }, za3h.s[x12]\n" ".inst 0xa042c1e4 // ld1w { z4.s-z7.s }, pn8.b/Z, [x15, #0x8, MUL VL]\n" ".inst 0xc0840482 // mova za2h.s[x12], { z4.s-z7.s }\n" ".inst 0xa043c1f4 // ld1w { z20.s-z23.s }, pn8.b/Z, [x15, #0xc, MUL VL]\n" ".inst 0xc0840683 // mova za3h.s[x12], { z20.s-z23.s }\n" "add x12, x12, #0x4\n" "cmp x12, x20\n" ".inst 0xa060c1d0 // st1w { z16.s-z19.s }, pn8.b, [x14]\n" "addvl x15, x15, #16\n" ".inst 0xa061c1c8 // st1w { z8.s-z11.s }, pn8.b, [x14, #0x4, MUL VL]\n" ".inst 0xa062c1cc // st1w { z12.s-z15.s }, pn8.b, [x14, #0x8, MUL VL]\n" ".inst 0xa063c1dc // st1w { z28.s-z31.s }, pn8.b, [x14, #0xc, MUL VL]\n" "addvl x14, x14, #16\n" "blt 11b\n" "b 30f\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 0xc0860410 // mova { z16.s-z19.s }, za0h.s[x12]\n" ".inst 0xc086042c // mova { z12.s-z15.s }, za1h.s[x12]\n" ".inst 0xa060c1d0 // st1w { z16.s-z19.s }, pn8.b, [x14]\n" ".inst 0xc0860454 // mova { z20.s-z23.s }, za2h.s[x12]\n" ".inst 0xc0860478 // mova { z24.s-z27.s }, za3h.s[x12]\n" ".inst 0xa061c1cc // st1w { z12.s-z15.s }, pn8.b, [x14, #0x4, MUL VL]\n" "add x12, x12, #0x4\n" "cmp x12, x20\n" ".inst 0xa062c1d4 // st1w { z20.s-z23.s }, pn8.b, [x14, #0x8, MUL VL]\n" ".inst 0xa063c1d8 // st1w { z24.s-z27.s }, pn8.b, [x14, #0xc, MUL VL]\n" "addvl x14, x14, #16\n" "blt 13b\n" "b 30f\n" "14:" // Store to output array "ldr x26, [%x[args], %[offsetof_C]]\n" "add x26, x26, x10\n" // C += n "sub x25, x13, x11\n" "ld1rw { z8.s }, p1/Z, [%x[rq], %[offsetof_Requantize32_per_layer_mul]]\n" "ldr x24, [%x[args], %[offsetof_ldcb]]\n" "madd x26, x11, x24, x26\n" // C += m * ldc "ld1rw { z7.s }, p1/Z, [%x[rq], %[offsetof_Requantize32_per_layer_right_shift]]\n" "ld1rw { z6.s }, p1/Z, [%x[rq], %[offsetof_Requantize32_c_offset]]\n" "ld1rw { z5.s }, p1/Z, [%x[rq], %[offsetof_Requantize32_minval]]\n" "ld1rw { z4.s }, p1/Z, [%x[rq], %[offsetof_Requantize32_maxval]]\n" "tbz x16, #2, 15f\n" "ldr w21, [%x[args], %[offsetof_n_0]]\n" "add x21, x21, x10\n" "ldr x20, [%x[rq], %[offsetof_Requantize32_per_channel_muls]]\n" "add x20, x20, x21, LSL #2\n" "ld1w { z8.s }, p0/Z, [x20]\n" "ldr x20, [%x[rq], %[offsetof_Requantize32_per_channel_right_shifts]]\n" "add x20, x20, x21, LSL #2\n" "ld1w { z7.s }, p0/Z, [x20]\n" "15:" // Store to output array: Load per-channel parameters: End "cntw x23\n" "whilelt p0.s, x10, x9\n" "cmp x25, x23\n" "csel x22, x25, x23, LT\n" "lsr x21, x22, #0x2\n" "mov x12, #0x0\n" "and x20, x22, #0x3\n" "cbz x21, 17f\n" "16:" // Store to output array: Accumulator row 0 loop ".inst 0xc086040c // mova { z12.s-z15.s }, za0h.s[x12]\n" ".inst 0xc1a8ac0c // sqdmulh { z12.s-z15.s }, { z12.s-z15.s }, z8.s\n" "add x12, x12, #0x4\n" ".inst 0xc1a7aa2c // srshl { z12.s-z15.s }, { z12.s-z15.s }, z7.s\n" "cmp x12, x21, LSL #2\n" ".inst 0xc1a6ab0c // add { z12.s-z15.s }, { z12.s-z15.s }, z6.s\n" ".inst 0xc1a4ccac // sclamp { z12.s-z15.s }, z5.s, z4.s\n" "st1b { z12.s }, p0, [x26]\n" "add x26, x26, x24\n" "st1b { z13.s }, p0, [x26]\n" "add x26, x26, x24\n" "st1b { z14.s }, p0, [x26]\n" "add x26, x26, x24\n" "st1b { z15.s }, p0, [x26]\n" "add x26, x26, x24\n" "blt 16b\n" "17:" // Store to output array: Accumulator row 0 oddments "cbz x20, 18f\n" ".inst 0xc0860410 // mova { z16.s-z19.s }, za0h.s[x12]\n" ".inst 0xc1a8ac10 // sqdmulh { z16.s-z19.s }, { z16.s-z19.s }, z8.s\n" "subs x20, x20, #0x1\n" ".inst 0xc1a7aa30 // srshl { z16.s-z19.s }, { z16.s-z19.s }, z7.s\n" ".inst 0xc1a6ab10 // add { z16.s-z19.s }, { z16.s-z19.s }, z6.s\n" ".inst 0xc1a4ccb0 // sclamp { z16.s-z19.s }, z5.s, z4.s\n" "st1b { z16.s }, p0, [x26]\n" "add x26, x26, x24\n" "beq 18f\n" "subs x20, x20, #0x1\n" "st1b { z17.s }, p0, [x26]\n" "add x26, x26, x24\n" "beq 18f\n" "st1b { z18.s }, p0, [x26]\n" "add x26, x26, x24\n" "18:" // Store to output array: Accumulator row 0 oddments: End "subs x25, x25, x22\n" "beq 28f\n" "whilelt p0.s, x10, x9\n" "cmp x25, x23\n" "csel x22, x25, x23, LT\n" "lsr x21, x22, #0x2\n" "mov x12, #0x0\n" "and x20, x22, #0x3\n" "cbz x21, 20f\n" "19:" // Store to output array: Accumulator row 1 loop ".inst 0xc0860430 // mova { z16.s-z19.s }, za1h.s[x12]\n" ".inst 0xc1a8ac10 // sqdmulh { z16.s-z19.s }, { z16.s-z19.s }, z8.s\n" "add x12, x12, #0x4\n" ".inst 0xc1a7aa30 // srshl { z16.s-z19.s }, { z16.s-z19.s }, z7.s\n" "cmp x12, x21, LSL #2\n" ".inst 0xc1a6ab10 // add { z16.s-z19.s }, { z16.s-z19.s }, z6.s\n" ".inst 0xc1a4ccb0 // sclamp { z16.s-z19.s }, z5.s, z4.s\n" "st1b { z16.s }, p0, [x26]\n" "add x26, x26, x24\n" "st1b { z17.s }, p0, [x26]\n" "add x26, x26, x24\n" "st1b { z18.s }, p0, [x26]\n" "add x26, x26, x24\n" "st1b { z19.s }, p0, [x26]\n" "add x26, x26, x24\n" "blt 19b\n" "20:" // Store to output array: Accumulator row 1 oddments "cbz x20, 21f\n" ".inst 0xc086043c // mova { z28.s-z31.s }, za1h.s[x12]\n" ".inst 0xc1a8ac1c // sqdmulh { z28.s-z31.s }, { z28.s-z31.s }, z8.s\n" "subs x20, x20, #0x1\n" ".inst 0xc1a7aa3c // srshl { z28.s-z31.s }, { z28.s-z31.s }, z7.s\n" ".inst 0xc1a6ab1c // add { z28.s-z31.s }, { z28.s-z31.s }, z6.s\n" ".inst 0xc1a4ccbc // sclamp { z28.s-z31.s }, z5.s, z4.s\n" "st1b { z28.s }, p0, [x26]\n" "add x26, x26, x24\n" "beq 21f\n" "subs x20, x20, #0x1\n" "st1b { z29.s }, p0, [x26]\n" "add x26, x26, x24\n" "beq 21f\n" "st1b { z30.s }, p0, [x26]\n" "add x26, x26, x24\n" "21:" // Store to output array: Accumulator row 1 oddments: End "subs x25, x25, x22\n" "beq 28f\n" "whilelt p0.s, x10, x9\n" "cmp x25, x23\n" "csel x22, x25, x23, LT\n" "lsr x21, x22, #0x2\n" "mov x12, #0x0\n" "and x20, x22, #0x3\n" "cbz x21, 23f\n" "22:" // Store to output array: Accumulator row 2 loop ".inst 0xc0860458 // mova { z24.s-z27.s }, za2h.s[x12]\n" ".inst 0xc1a8ac18 // sqdmulh { z24.s-z27.s }, { z24.s-z27.s }, z8.s\n" "add x12, x12, #0x4\n" ".inst 0xc1a7aa38 // srshl { z24.s-z27.s }, { z24.s-z27.s }, z7.s\n" "cmp x12, x21, LSL #2\n" ".inst 0xc1a6ab18 // add { z24.s-z27.s }, { z24.s-z27.s }, z6.s\n" ".inst 0xc1a4ccb8 // sclamp { z24.s-z27.s }, z5.s, z4.s\n" "st1b { z24.s }, p0, [x26]\n" "add x26, x26, x24\n" "st1b { z25.s }, p0, [x26]\n" "add x26, x26, x24\n" "st1b { z26.s }, p0, [x26]\n" "add x26, x26, x24\n" "st1b { z27.s }, p0, [x26]\n" "add x26, x26, x24\n" "blt 22b\n" "23:" // Store to output array: Accumulator row 2 oddments "cbz x20, 24f\n" ".inst 0xc086044c // mova { z12.s-z15.s }, za2h.s[x12]\n" ".inst 0xc1a8ac0c // sqdmulh { z12.s-z15.s }, { z12.s-z15.s }, z8.s\n" "subs x20, x20, #0x1\n" ".inst 0xc1a7aa2c // srshl { z12.s-z15.s }, { z12.s-z15.s }, z7.s\n" ".inst 0xc1a6ab0c // add { z12.s-z15.s }, { z12.s-z15.s }, z6.s\n" ".inst 0xc1a4ccac // sclamp { z12.s-z15.s }, z5.s, z4.s\n" "st1b { z12.s }, p0, [x26]\n" "add x26, x26, x24\n" "beq 24f\n" "subs x20, x20, #0x1\n" "st1b { z13.s }, p0, [x26]\n" "add x26, x26, x24\n" "beq 24f\n" "st1b { z14.s }, p0, [x26]\n" "add x26, x26, x24\n" "24:" // Store to output array: Accumulator row 2 oddments: End "subs x25, x25, x22\n" "beq 28f\n" "whilelt p0.s, x10, x9\n" "cmp x25, x23\n" "csel x20, x25, x23, LT\n" "lsr x21, x20, #0x2\n" "mov x12, #0x0\n" "and x20, x20, #0x3\n" "cbz x21, 26f\n" "25:" // Store to output array: Accumulator row 3 loop ".inst 0xc0860474 // mova { z20.s-z23.s }, za3h.s[x12]\n" ".inst 0xc1a8ac14 // sqdmulh { z20.s-z23.s }, { z20.s-z23.s }, z8.s\n" "add x12, x12, #0x4\n" ".inst 0xc1a7aa34 // srshl { z20.s-z23.s }, { z20.s-z23.s }, z7.s\n" "cmp x12, x21, LSL #2\n" ".inst 0xc1a6ab14 // add { z20.s-z23.s }, { z20.s-z23.s }, z6.s\n" ".inst 0xc1a4ccb4 // sclamp { z20.s-z23.s }, z5.s, z4.s\n" "st1b { z20.s }, p0, [x26]\n" "add x26, x26, x24\n" "st1b { z21.s }, p0, [x26]\n" "add x26, x26, x24\n" "st1b { z22.s }, p0, [x26]\n" "add x26, x26, x24\n" "st1b { z23.s }, p0, [x26]\n" "add x26, x26, x24\n" "blt 25b\n" "26:" // Store to output array: Accumulator row 3 oddments "cbz x20, 27f\n" ".inst 0xc0860460 // mova { z0.s-z3.s }, za3h.s[x12]\n" ".inst 0xc1a8ac00 // sqdmulh { z0.s-z3.s }, { z0.s-z3.s }, z8.s\n" "subs x20, x20, #0x1\n" ".inst 0xc1a7aa20 // srshl { z0.s-z3.s }, { z0.s-z3.s }, z7.s\n" ".inst 0xc1a6ab00 // add { z0.s-z3.s }, { z0.s-z3.s }, z6.s\n" ".inst 0xc1a4cca0 // sclamp { z0.s-z3.s }, z5.s, z4.s\n" "st1b { z0.s }, p0, [x26]\n" "add x26, x26, x24\n" "beq 27f\n" "subs x20, x20, #0x1\n" "st1b { z1.s }, p0, [x26]\n" "add x26, x26, x24\n" "beq 27f\n" "st1b { z2.s }, p0, [x26]\n" "27:" // Store to output array: Accumulator row 3 oddments: End "28:" // Store to output array: End "tbz x16, #0, 30f\n" "mov x12, #0x0\n" "cntw x20\n" "29:" // Store to output array: Refill accumulators: Loop ".inst 0xa040c1e4 // ld1w { z4.s-z7.s }, pn8.b/Z, [x15]\n" ".inst 0xc0840480 // mova za0h.s[x12], { z4.s-z7.s }\n" ".inst 0xa041c1f0 // ld1w { z16.s-z19.s }, pn8.b/Z, [x15, #0x4, MUL VL]\n" ".inst 0xc0840601 // mova za1h.s[x12], { z16.s-z19.s }\n" ".inst 0xa042c1f0 // ld1w { z16.s-z19.s }, pn8.b/Z, [x15, #0x8, MUL VL]\n" ".inst 0xc0840602 // mova za2h.s[x12], { z16.s-z19.s }\n" ".inst 0xa043c1e4 // ld1w { z4.s-z7.s }, pn8.b/Z, [x15, #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 x15, x15, #16\n" "blt 29b\n" "30:" // End block "incw x10\n" "cmp x10, x9\n" "blt 3b\n" "incw x11, ALL, MUL #4\n" "cmp x11, x13\n" "mov x10, #0x0\n" "mov x28, x27\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_Requantize32_c_offset] "I" (offsetof(Requantize32, c_offset)), [offsetof_Requantize32_maxval] "I" (offsetof(Requantize32, maxval)), [offsetof_Requantize32_minval] "I" (offsetof(Requantize32, minval)), [offsetof_Requantize32_per_channel_muls] "I" (offsetof(Requantize32, per_channel_muls)), [offsetof_Requantize32_per_channel_right_shifts] "I" (offsetof(Requantize32, per_channel_right_shifts)), [offsetof_Requantize32_per_layer_mul] "I" (offsetof(Requantize32, per_layer_mul)), [offsetof_Requantize32_per_layer_right_shift] "I" (offsetof(Requantize32, per_layer_right_shift)), [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)), [offsetof_n_0] "I" (offsetof(KernelArgs, n_0)), [rq] "r" (&rq) : "cc", "memory", "p0", "p1", "p2", "p3", "p4", "p5", "p6", "p7", "p8", "p9", "p10", "p11", "p12", "p13", "p14", "p15", "x9", "x10", "x11", "x12", "x13", "x14", "x15", "x16", "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