From c0b6f76561580414f08633a804fc548ccad65659 Mon Sep 17 00:00:00 2001 From: Georgios Pinitas Date: Mon, 2 Nov 2020 01:37:17 +0000 Subject: COMPMID-3776: Indirect GEMM Signed-off-by: Georgios Pinitas Change-Id: I51a1b0f098bc3a8c408c50c92221e4df3061e12c Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4343 Tested-by: Arm Jenkins Reviewed-by: Sang-Hoon Park Reviewed-by: Michele Di Giorgio Comments-Addressed: Arm Jenkins --- .../kernels/sve_hybrid_u8qa_dot_4x4VL/generic.cpp | 1602 ++++++++++++++++++++ 1 file changed, 1602 insertions(+) create mode 100644 src/core/NEON/kernels/arm_gemm/kernels/sve_hybrid_u8qa_dot_4x4VL/generic.cpp (limited to 'src/core/NEON/kernels/arm_gemm/kernels/sve_hybrid_u8qa_dot_4x4VL/generic.cpp') diff --git a/src/core/NEON/kernels/arm_gemm/kernels/sve_hybrid_u8qa_dot_4x4VL/generic.cpp b/src/core/NEON/kernels/arm_gemm/kernels/sve_hybrid_u8qa_dot_4x4VL/generic.cpp new file mode 100644 index 0000000000..0a6546b78a --- /dev/null +++ b/src/core/NEON/kernels/arm_gemm/kernels/sve_hybrid_u8qa_dot_4x4VL/generic.cpp @@ -0,0 +1,1602 @@ +/* + * Copyright (c) 2019-2020 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 + +#include "arm_gemm.hpp" +#include "../../utils.hpp" + +#include +#include + +namespace arm_gemm { + +void sve_hybrid_u8qa_dot_4x4VL ( + unsigned int num_strings, const unsigned int *string_lengths, IndirectInputArg A_arg, + size_t M, size_t N, const uint8_t *B_ptr, IndirectOutputArg output_arg, + const Requantize32 *qp, const int32_t *col_bias, unsigned int +) +{ + struct KernelArgs { + unsigned int num_strings = {}; + const unsigned int *string_lengths = {}; + size_t N = {}; + const uint8_t *B_ptr = {}; + size_t output_offset = {}; + size_t input_initial_col = {}; + size_t input_offset = {}; + } ka; + + unsigned long flags=0; + void *output_ptr; + void *input_ptr; + + if (output_arg.is_indirect) { + output_ptr=(void *)(output_arg.indirect.ptr); + ka.output_offset=output_arg.indirect.offset; + flags |= 0x4; + } else { + output_ptr=(void *)(output_arg.direct.base); + ka.output_offset=output_arg.direct.stride; + } + + if (A_arg.is_indirect) { + input_ptr=(void *)(A_arg.indirect.ptr); + ka.input_offset=A_arg.indirect.start_row; + ka.input_initial_col=A_arg.indirect.start_col; + flags |= 0x8; + } else { + assert(num_strings==1); + input_ptr=(void *)(A_arg.direct.base); + ka.input_offset=A_arg.direct.stride; + } + ka.num_strings = num_strings; + ka.string_lengths = string_lengths; + ka.N = N; + ka.B_ptr = B_ptr; + if (qp->c_offset > qp->minval) { + flags |= 0x20; + } + __asm__ __volatile__( + "ptrue p2.b\n" + "1:" // Row loop + "cmp %x[M], #0x4\n" + "bge 46f\n" + "cmp %x[M], #0x2\n" + "bgt 31f\n" + "beq 16f\n" + "mov z11.s, #0x0\n" + "ldr x12, [%x[args_ptr], %[offsetof_N]]\n" + "mov z12.s, #0x0\n" + "ldr x11, [%x[args_ptr], %[offsetof_B_ptr]]\n" + "mov x10, %x[col_bias]\n" + "mov z13.s, #0x0\n" + "ldr x19, [%x[args_ptr], %[offsetof_output_offset]]\n" + "bic %x[flags], %x[flags], #0x80000000\n" + "mov z14.s, #0x0\n" + "mov z15.b, #0x1\n" + "tbz %x[flags], #2, 2f\n" + "ldr x9, [%x[output_ptr], #0x0]\n" + "add x9, x9, x19\n" + "b 3f\n" + "2:" // Height 1: setup direct output + "mov x9, %x[output_ptr]\n" + "3:" // Height 1: Column loop + "mov z16.s, #0x0\n" + "mov x19, #0x0\n" + "mov z17.s, #0x0\n" + "whilelt p1.b, x19, x12\n" + "mov z18.s, #0x0\n" + "mov z19.s, #0x0\n" + "4:" // Height 1: setup done + "mov x28, #0x0\n" + "5:" // Height 1: String loop + "ldr x20, [%x[args_ptr], %[offsetof_string_lengths]]\n" + "ldr x19, [%x[args_ptr], %[offsetof_input_offset]]\n" + "ldr w27, [x20, x28, LSL #0x2]\n" + "tbz %x[flags], #3, 6f\n" + "ldr x20, [%x[input_ptr], x28, LSL #0x3]\n" + "add x20, x20, x19, LSL #3\n" + "ldr x26, [x20, #0x0]\n" + "cbnz x28, 7f\n" + "ldr x19, [%x[args_ptr], %[offsetof_input_initial_col]]\n" + "add x26, x26, x19\n" + "b 7f\n" + "6:" // Height 1: setup direct input + "mov x26, %x[input_ptr]\n" + "7:" // Height 1: input setup done + "cmp x27, #0x10\n" + "ble 10f\n" + "8:" // Height 1: Multiply loop: Main loop head + "ld1b { z4.b }, p2/Z, [x11]\n" + "whilelt p0.b, XZR, x27\n" + "ld1b { z5.b }, p2/Z, [x11, #1, MUL VL]\n" + "ld1rqb { z0.b }, p0/Z, [x26]\n" + "udot z16.s, z4.b, z0.b[0]\n" + "ld1b { z6.b }, p2/Z, [x11, #2, MUL VL]\n" + "add x26, x26, #0x10\n" + "udot z17.s, z5.b, z0.b[0]\n" + "ld1b { z7.b }, p2/Z, [x11, #3, MUL VL]\n" + "ld1b { z8.b }, p2/Z, [x11, #4, MUL VL]\n" + "udot z18.s, z6.b, z0.b[0]\n" + "ld1b { z9.b }, p2/Z, [x11, #5, MUL VL]\n" + "ld1b { z10.b }, p2/Z, [x11, #6, MUL VL]\n" + "udot z19.s, z7.b, z0.b[0]\n" + "udot z16.s, z8.b, z0.b[1]\n" + "ld1b { z4.b }, p2/Z, [x11, #7, MUL VL]\n" + "addvl x11, x11, #16\n" + "udot z17.s, z9.b, z0.b[1]\n" + "ld1b { z5.b }, p2/Z, [x11, #-8, MUL VL]\n" + "ld1b { z6.b }, p2/Z, [x11, #-7, MUL VL]\n" + "udot z18.s, z10.b, z0.b[1]\n" + "ld1b { z7.b }, p2/Z, [x11, #-6, MUL VL]\n" + "udot z19.s, z4.b, z0.b[1]\n" + "ld1b { z8.b }, p2/Z, [x11, #-5, MUL VL]\n" + "udot z16.s, z5.b, z0.b[2]\n" + "ld1b { z9.b }, p2/Z, [x11, #-4, MUL VL]\n" + "udot z17.s, z6.b, z0.b[2]\n" + "ld1b { z10.b }, p2/Z, [x11, #-3, MUL VL]\n" + "udot z18.s, z7.b, z0.b[2]\n" + "ld1b { z4.b }, p2/Z, [x11, #-2, MUL VL]\n" + "udot z19.s, z8.b, z0.b[2]\n" + "ld1b { z5.b }, p2/Z, [x11, #-1, MUL VL]\n" + "udot z16.s, z9.b, z0.b[3]\n" + "udot z17.s, z10.b, z0.b[3]\n" + "udot z18.s, z4.b, z0.b[3]\n" + "udot z19.s, z5.b, z0.b[3]\n" + "tbnz %x[flags], #31, 9f\n" + "udot z11.s, z0.b, z15.b\n" + "9:" // Height 1: Multiply loop: unique 1: skip row sum + "prfm pldl1keep, [x26, #0x80]\n" + "sub x27, x27, #0x10\n" + "cmp x27, #0x10\n" + "bgt 8b\n" + "10:" // Height 1: Multiply loop: Single iteration only + "ld1b { z6.b }, p2/Z, [x11]\n" + "whilelt p0.b, XZR, x27\n" + "ld1b { z7.b }, p2/Z, [x11, #1, MUL VL]\n" + "subs x27, x27, #0x4\n" + "ld1rqb { z0.b }, p0/Z, [x26]\n" + "udot z16.s, z6.b, z0.b[0]\n" + "ld1b { z8.b }, p2/Z, [x11, #2, MUL VL]\n" + "add x26, x26, #0x10\n" + "udot z17.s, z7.b, z0.b[0]\n" + "ld1b { z9.b }, p2/Z, [x11, #3, MUL VL]\n" + "addvl x11, x11, #4\n" + "udot z18.s, z8.b, z0.b[0]\n" + "udot z19.s, z9.b, z0.b[0]\n" + "ble 11f\n" + "ld1b { z10.b }, p2/Z, [x11]\n" + "udot z16.s, z10.b, z0.b[1]\n" + "ld1b { z4.b }, p2/Z, [x11, #1, MUL VL]\n" + "subs x27, x27, #0x4\n" + "udot z17.s, z4.b, z0.b[1]\n" + "ld1b { z5.b }, p2/Z, [x11, #2, MUL VL]\n" + "ld1b { z6.b }, p2/Z, [x11, #3, MUL VL]\n" + "udot z18.s, z5.b, z0.b[1]\n" + "addvl x11, x11, #4\n" + "udot z19.s, z6.b, z0.b[1]\n" + "ble 11f\n" + "ld1b { z7.b }, p2/Z, [x11]\n" + "udot z16.s, z7.b, z0.b[2]\n" + "ld1b { z8.b }, p2/Z, [x11, #1, MUL VL]\n" + "subs x27, x27, #0x4\n" + "udot z17.s, z8.b, z0.b[2]\n" + "ld1b { z9.b }, p2/Z, [x11, #2, MUL VL]\n" + "ld1b { z10.b }, p2/Z, [x11, #3, MUL VL]\n" + "udot z18.s, z9.b, z0.b[2]\n" + "addvl x11, x11, #4\n" + "udot z19.s, z10.b, z0.b[2]\n" + "ble 11f\n" + "ld1b { z4.b }, p2/Z, [x11]\n" + "udot z16.s, z4.b, z0.b[3]\n" + "ld1b { z5.b }, p2/Z, [x11, #1, MUL VL]\n" + "ld1b { z6.b }, p2/Z, [x11, #2, MUL VL]\n" + "udot z17.s, z5.b, z0.b[3]\n" + "ld1b { z7.b }, p2/Z, [x11, #3, MUL VL]\n" + "addvl x11, x11, #4\n" + "udot z18.s, z6.b, z0.b[3]\n" + "udot z19.s, z7.b, z0.b[3]\n" + "11:" // Height 1: Multiply loop: multiply skip + "tbnz %x[flags], #31, 12f\n" + "udot z11.s, z0.b, z15.b\n" + "12:" // Height 1: Multiply loop: unique 2: skip row sum + "prfm pldl1keep, [x26, #0x80]\n" + "add x28, x28, #0x1\n" + "ldr w19, [%x[args_ptr], %[offsetof_num_strings]]\n" + "cmp x28, x19\n" + "bne 5b\n" + "prfm pstl1keep, [x9, #0x0]\n" + "tbnz %x[flags], #31, 13f\n" + "add x19, %x[qp], %[b_offset]\n" + "ld1rw { z1.s }, p2/Z, [x19]\n" + "neg z1.s, p2/M, z1.s\n" + "mov x19, #0x4\n" + "whilelt p0.s, XZR, x19\n" + "uaddv d11, p0, z11.s\n" + "mov z11.s, z11.s[0]\n" + "mul z11.s, p2/M, z11.s, z1.s\n" + "13:" // Height 1: skip row sum fixup + "add z16.s, z16.s, z11.s\n" + "ld1w { z0.s }, p2/Z, [x10]\n" + "orr %x[flags], %x[flags], #0x80000000\n" + "add z17.s, z17.s, z11.s\n" + "ld1w { z1.s }, p2/Z, [x10, #1, MUL VL]\n" + "add x20, %x[qp], %[per_layer_right_shift]\n" + "add z18.s, z18.s, z11.s\n" + "ld1w { z2.s }, p2/Z, [x10, #2, MUL VL]\n" + "add x19, %x[qp], %[per_layer_mul]\n" + "add z19.s, z19.s, z11.s\n" + "ld1w { z3.s }, p2/Z, [x10, #3, MUL VL]\n" + "addvl x10, x10, #4\n" + "add z16.s, z16.s, z0.s\n" + "ld1rw { z0.s }, p2/Z, [x20]\n" + "add z17.s, z17.s, z1.s\n" + "ld1rw { z4.s }, p2/Z, [x19]\n" + "add z18.s, z18.s, z2.s\n" + "add z19.s, z19.s, z3.s\n" + ".inst 0x04a47610 // sqrdmulh z16.s, z16.s, z4.s\n" + ".inst 0x04a47631 // sqrdmulh z17.s, z17.s, z4.s\n" + ".inst 0x04a47652 // sqrdmulh z18.s, z18.s, z4.s\n" + ".inst 0x04a47673 // sqrdmulh z19.s, z19.s, z4.s\n" + "tbz %x[flags], #5, 14f\n" + "and z4.d, z16.d, z0.d\n" + "asr z4.s, z4.s, #0x1f\n" + "and z5.d, z17.d, z0.d\n" + "and z6.d, z18.d, z0.d\n" + "asr z5.s, z5.s, #0x1f\n" + "and z7.d, z19.d, z0.d\n" + "asr z6.s, z6.s, #0x1f\n" + "sqadd z16.s, z16.s, z4.s\n" + "asr z7.s, z7.s, #0x1f\n" + "sqadd z17.s, z17.s, z5.s\n" + "sqadd z18.s, z18.s, z6.s\n" + "sqadd z19.s, z19.s, z7.s\n" + "14:" // Height 1: no shift correction + ".inst 0x44828810 // srshl z16.s, p2/M, z16.s, z0.s\n" + "add x19, %x[qp], %[c_offset]\n" + "ld1rw { z4.s }, p2/Z, [x19]\n" + ".inst 0x44828811 // srshl z17.s, p2/M, z17.s, z0.s\n" + "add x19, %x[qp], %[minval]\n" + ".inst 0x44828812 // srshl z18.s, p2/M, z18.s, z0.s\n" + "ld1rw { z5.s }, p2/Z, [x19]\n" + "add x19, %x[qp], %[maxval]\n" + ".inst 0x44828813 // srshl z19.s, p2/M, z19.s, z0.s\n" + "ld1rw { z6.s }, p2/Z, [x19]\n" + "add z16.s, z16.s, z4.s\n" + "add z17.s, z17.s, z4.s\n" + "add z18.s, z18.s, z4.s\n" + "add z19.s, z19.s, z4.s\n" + "smin z16.s, p2/M, z16.s, z6.s\n" + "smin z17.s, p2/M, z17.s, z6.s\n" + "smin z18.s, p2/M, z18.s, z6.s\n" + "smin z19.s, p2/M, z19.s, z6.s\n" + "smax z16.s, p2/M, z16.s, z5.s\n" + "smax z17.s, p2/M, z17.s, z5.s\n" + "smax z18.s, p2/M, z18.s, z5.s\n" + "smax z19.s, p2/M, z19.s, z5.s\n" + "uzp1 z16.h, z16.h, z17.h\n" + "uzp1 z17.h, z18.h, z19.h\n" + "uzp1 z16.b, z16.b, z17.b\n" + "st1b { z16.b }, p1, [x9]\n" + "addvl x9, x9, #1\n" + "15:" // Height 1: Writeback done + "mov x19, #0x0\n" + "incw x19, ALL, MUL #4\n" + "subs x12, x12, x19\n" + "bgt 3b\n" + "b 62f\n" + "16:" // Height 2 + "mov z11.s, #0x0\n" + "ldr x12, [%x[args_ptr], %[offsetof_N]]\n" + "mov x10, %x[col_bias]\n" + "mov z12.s, #0x0\n" + "ldr x11, [%x[args_ptr], %[offsetof_B_ptr]]\n" + "bic %x[flags], %x[flags], #0x80000000\n" + "mov z13.s, #0x0\n" + "ldr x19, [%x[args_ptr], %[offsetof_output_offset]]\n" + "mov z14.s, #0x0\n" + "mov z15.b, #0x1\n" + "tbz %x[flags], #2, 17f\n" + "ldr x9, [%x[output_ptr], #0x0]\n" + "ldr x25, [%x[output_ptr], #0x8]\n" + "add x9, x9, x19\n" + "add x25, x25, x19\n" + "b 18f\n" + "17:" // Height 2: setup direct output + "mov x9, %x[output_ptr]\n" + "add x25, x9, x19\n" + "18:" // Height 2: Column loop + "mov z16.s, #0x0\n" + "mov x19, #0x0\n" + "mov z17.s, #0x0\n" + "whilelt p1.b, x19, x12\n" + "mov z18.s, #0x0\n" + "mov z19.s, #0x0\n" + "mov z20.s, #0x0\n" + "mov z21.s, #0x0\n" + "mov z22.s, #0x0\n" + "mov z23.s, #0x0\n" + "19:" // Height 2: setup done + "mov x28, #0x0\n" + "20:" // Height 2: String loop + "ldr x20, [%x[args_ptr], %[offsetof_string_lengths]]\n" + "ldr x19, [%x[args_ptr], %[offsetof_input_offset]]\n" + "ldr w27, [x20, x28, LSL #0x2]\n" + "tbz %x[flags], #3, 21f\n" + "ldr x20, [%x[input_ptr], x28, LSL #0x3]\n" + "add x20, x20, x19, LSL #3\n" + "ldr x26, [x20, #0x0]\n" + "ldr x24, [x20, #0x8]\n" + "cbnz x28, 22f\n" + "ldr x19, [%x[args_ptr], %[offsetof_input_initial_col]]\n" + "add x26, x26, x19\n" + "add x24, x24, x19\n" + "b 22f\n" + "21:" // Height 2: setup direct input + "mov x26, %x[input_ptr]\n" + "add x24, x26, x19\n" + "22:" // Height 2: input setup done + "cmp x27, #0x10\n" + "ble 25f\n" + "23:" // Height 2: Multiply loop: Main loop head + "ld1b { z4.b }, p2/Z, [x11]\n" + "whilelt p0.b, XZR, x27\n" + "ld1b { z5.b }, p2/Z, [x11, #1, MUL VL]\n" + "ld1rqb { z0.b }, p0/Z, [x26]\n" + "udot z16.s, z4.b, z0.b[0]\n" + "ld1rqb { z1.b }, p0/Z, [x24]\n" + "add x26, x26, #0x10\n" + "udot z17.s, z5.b, z0.b[0]\n" + "ld1b { z6.b }, p2/Z, [x11, #2, MUL VL]\n" + "add x24, x24, #0x10\n" + "udot z20.s, z4.b, z1.b[0]\n" + "ld1b { z7.b }, p2/Z, [x11, #3, MUL VL]\n" + "udot z21.s, z5.b, z1.b[0]\n" + "ld1b { z8.b }, p2/Z, [x11, #4, MUL VL]\n" + "udot z18.s, z6.b, z0.b[0]\n" + "ld1b { z9.b }, p2/Z, [x11, #5, MUL VL]\n" + "udot z22.s, z6.b, z1.b[0]\n" + "ld1b { z10.b }, p2/Z, [x11, #6, MUL VL]\n" + "udot z19.s, z7.b, z0.b[0]\n" + "ld1b { z4.b }, p2/Z, [x11, #7, MUL VL]\n" + "addvl x11, x11, #16\n" + "udot z23.s, z7.b, z1.b[0]\n" + "ld1b { z5.b }, p2/Z, [x11, #-8, MUL VL]\n" + "udot z16.s, z8.b, z0.b[1]\n" + "ld1b { z6.b }, p2/Z, [x11, #-7, MUL VL]\n" + "udot z20.s, z8.b, z1.b[1]\n" + "ld1b { z7.b }, p2/Z, [x11, #-6, MUL VL]\n" + "udot z17.s, z9.b, z0.b[1]\n" + "ld1b { z8.b }, p2/Z, [x11, #-5, MUL VL]\n" + "udot z21.s, z9.b, z1.b[1]\n" + "ld1b { z9.b }, p2/Z, [x11, #-4, MUL VL]\n" + "udot z18.s, z10.b, z0.b[1]\n" + "udot z22.s, z10.b, z1.b[1]\n" + "ld1b { z10.b }, p2/Z, [x11, #-3, MUL VL]\n" + "udot z19.s, z4.b, z0.b[1]\n" + "udot z23.s, z4.b, z1.b[1]\n" + "ld1b { z4.b }, p2/Z, [x11, #-2, MUL VL]\n" + "udot z16.s, z5.b, z0.b[2]\n" + "udot z20.s, z5.b, z1.b[2]\n" + "ld1b { z5.b }, p2/Z, [x11, #-1, MUL VL]\n" + "udot z17.s, z6.b, z0.b[2]\n" + "udot z21.s, z6.b, z1.b[2]\n" + "udot z18.s, z7.b, z0.b[2]\n" + "udot z22.s, z7.b, z1.b[2]\n" + "udot z19.s, z8.b, z0.b[2]\n" + "udot z23.s, z8.b, z1.b[2]\n" + "udot z16.s, z9.b, z0.b[3]\n" + "udot z20.s, z9.b, z1.b[3]\n" + "udot z17.s, z10.b, z0.b[3]\n" + "udot z21.s, z10.b, z1.b[3]\n" + "udot z18.s, z4.b, z0.b[3]\n" + "udot z22.s, z4.b, z1.b[3]\n" + "udot z19.s, z5.b, z0.b[3]\n" + "udot z23.s, z5.b, z1.b[3]\n" + "tbnz %x[flags], #31, 24f\n" + "udot z11.s, z0.b, z15.b\n" + "udot z12.s, z1.b, z15.b\n" + "24:" // Height 2: Multiply loop: unique 3: skip row sum + "prfm pldl1keep, [x26, #0x80]\n" + "sub x27, x27, #0x10\n" + "prfm pldl1keep, [x24, #0x80]\n" + "cmp x27, #0x10\n" + "bgt 23b\n" + "25:" // Height 2: Multiply loop: Single iteration only + "ld1b { z6.b }, p2/Z, [x11]\n" + "whilelt p0.b, XZR, x27\n" + "ld1b { z7.b }, p2/Z, [x11, #1, MUL VL]\n" + "subs x27, x27, #0x4\n" + "ld1rqb { z0.b }, p0/Z, [x26]\n" + "udot z16.s, z6.b, z0.b[0]\n" + "ld1rqb { z1.b }, p0/Z, [x24]\n" + "add x26, x26, #0x10\n" + "udot z17.s, z7.b, z0.b[0]\n" + "ld1b { z8.b }, p2/Z, [x11, #2, MUL VL]\n" + "add x24, x24, #0x10\n" + "udot z20.s, z6.b, z1.b[0]\n" + "ld1b { z9.b }, p2/Z, [x11, #3, MUL VL]\n" + "addvl x11, x11, #4\n" + "udot z21.s, z7.b, z1.b[0]\n" + "udot z18.s, z8.b, z0.b[0]\n" + "udot z22.s, z8.b, z1.b[0]\n" + "udot z19.s, z9.b, z0.b[0]\n" + "udot z23.s, z9.b, z1.b[0]\n" + "ble 26f\n" + "ld1b { z10.b }, p2/Z, [x11]\n" + "udot z16.s, z10.b, z0.b[1]\n" + "ld1b { z4.b }, p2/Z, [x11, #1, MUL VL]\n" + "subs x27, x27, #0x4\n" + "udot z20.s, z10.b, z1.b[1]\n" + "ld1b { z5.b }, p2/Z, [x11, #2, MUL VL]\n" + "ld1b { z6.b }, p2/Z, [x11, #3, MUL VL]\n" + "udot z17.s, z4.b, z0.b[1]\n" + "addvl x11, x11, #4\n" + "udot z21.s, z4.b, z1.b[1]\n" + "udot z18.s, z5.b, z0.b[1]\n" + "udot z22.s, z5.b, z1.b[1]\n" + "udot z19.s, z6.b, z0.b[1]\n" + "udot z23.s, z6.b, z1.b[1]\n" + "ble 26f\n" + "ld1b { z7.b }, p2/Z, [x11]\n" + "udot z16.s, z7.b, z0.b[2]\n" + "ld1b { z8.b }, p2/Z, [x11, #1, MUL VL]\n" + "subs x27, x27, #0x4\n" + "udot z20.s, z7.b, z1.b[2]\n" + "ld1b { z9.b }, p2/Z, [x11, #2, MUL VL]\n" + "ld1b { z10.b }, p2/Z, [x11, #3, MUL VL]\n" + "udot z17.s, z8.b, z0.b[2]\n" + "addvl x11, x11, #4\n" + "udot z21.s, z8.b, z1.b[2]\n" + "udot z18.s, z9.b, z0.b[2]\n" + "udot z22.s, z9.b, z1.b[2]\n" + "udot z19.s, z10.b, z0.b[2]\n" + "udot z23.s, z10.b, z1.b[2]\n" + "ble 26f\n" + "ld1b { z4.b }, p2/Z, [x11]\n" + "udot z16.s, z4.b, z0.b[3]\n" + "ld1b { z5.b }, p2/Z, [x11, #1, MUL VL]\n" + "udot z20.s, z4.b, z1.b[3]\n" + "ld1b { z6.b }, p2/Z, [x11, #2, MUL VL]\n" + "ld1b { z7.b }, p2/Z, [x11, #3, MUL VL]\n" + "udot z17.s, z5.b, z0.b[3]\n" + "addvl x11, x11, #4\n" + "udot z21.s, z5.b, z1.b[3]\n" + "udot z18.s, z6.b, z0.b[3]\n" + "udot z22.s, z6.b, z1.b[3]\n" + "udot z19.s, z7.b, z0.b[3]\n" + "udot z23.s, z7.b, z1.b[3]\n" + "26:" // Height 2: Multiply loop: multiply skip + "tbnz %x[flags], #31, 27f\n" + "udot z11.s, z0.b, z15.b\n" + "udot z12.s, z1.b, z15.b\n" + "27:" // Height 2: Multiply loop: unique 4: skip row sum + "prfm pldl1keep, [x26, #0x80]\n" + "add x28, x28, #0x1\n" + "prfm pldl1keep, [x24, #0x80]\n" + "ldr w19, [%x[args_ptr], %[offsetof_num_strings]]\n" + "cmp x28, x19\n" + "bne 20b\n" + "prfm pstl1keep, [x9, #0x0]\n" + "prfm pstl1keep, [x25, #0x0]\n" + "tbnz %x[flags], #31, 28f\n" + "add x19, %x[qp], %[b_offset]\n" + "ld1rw { z2.s }, p2/Z, [x19]\n" + "neg z2.s, p2/M, z2.s\n" + "mov x20, #0x4\n" + "mov x19, #0x4\n" + "whilelt p0.s, XZR, x20\n" + "uaddv d11, p0, z11.s\n" + "whilelt p0.s, XZR, x19\n" + "uaddv d12, p0, z12.s\n" + "mov z11.s, z11.s[0]\n" + "mov z12.s, z12.s[0]\n" + "mul z11.s, p2/M, z11.s, z2.s\n" + "mul z12.s, p2/M, z12.s, z2.s\n" + "28:" // Height 2: skip row sum fixup + "add z16.s, z16.s, z11.s\n" + "ld1w { z0.s }, p2/Z, [x10]\n" + "orr %x[flags], %x[flags], #0x80000000\n" + "add z17.s, z17.s, z11.s\n" + "ld1w { z1.s }, p2/Z, [x10, #1, MUL VL]\n" + "add x20, %x[qp], %[per_layer_right_shift]\n" + "add z18.s, z18.s, z11.s\n" + "ld1w { z2.s }, p2/Z, [x10, #2, MUL VL]\n" + "add x19, %x[qp], %[per_layer_mul]\n" + "add z19.s, z19.s, z11.s\n" + "ld1w { z3.s }, p2/Z, [x10, #3, MUL VL]\n" + "addvl x10, x10, #4\n" + "add z20.s, z20.s, z12.s\n" + "ld1rw { z4.s }, p2/Z, [x19]\n" + "add z21.s, z21.s, z12.s\n" + "add z22.s, z22.s, z12.s\n" + "add z23.s, z23.s, z12.s\n" + "add z16.s, z16.s, z0.s\n" + "add z17.s, z17.s, z1.s\n" + "add z18.s, z18.s, z2.s\n" + "add z19.s, z19.s, z3.s\n" + "add z20.s, z20.s, z0.s\n" + "ld1rw { z0.s }, p2/Z, [x20]\n" + "add z21.s, z21.s, z1.s\n" + "add z22.s, z22.s, z2.s\n" + "add z23.s, z23.s, z3.s\n" + ".inst 0x04a47610 // sqrdmulh z16.s, z16.s, z4.s\n" + ".inst 0x04a47631 // sqrdmulh z17.s, z17.s, z4.s\n" + ".inst 0x04a47652 // sqrdmulh z18.s, z18.s, z4.s\n" + ".inst 0x04a47673 // sqrdmulh z19.s, z19.s, z4.s\n" + ".inst 0x04a47694 // sqrdmulh z20.s, z20.s, z4.s\n" + ".inst 0x04a476b5 // sqrdmulh z21.s, z21.s, z4.s\n" + ".inst 0x04a476d6 // sqrdmulh z22.s, z22.s, z4.s\n" + ".inst 0x04a476f7 // sqrdmulh z23.s, z23.s, z4.s\n" + "tbz %x[flags], #5, 29f\n" + "and z4.d, z16.d, z0.d\n" + "asr z4.s, z4.s, #0x1f\n" + "and z5.d, z17.d, z0.d\n" + "and z6.d, z18.d, z0.d\n" + "asr z5.s, z5.s, #0x1f\n" + "and z7.d, z19.d, z0.d\n" + "and z8.d, z20.d, z0.d\n" + "asr z6.s, z6.s, #0x1f\n" + "and z9.d, z21.d, z0.d\n" + "asr z7.s, z7.s, #0x1f\n" + "sqadd z16.s, z16.s, z4.s\n" + "and z10.d, z22.d, z0.d\n" + "asr z8.s, z8.s, #0x1f\n" + "and z4.d, z23.d, z0.d\n" + "asr z9.s, z9.s, #0x1f\n" + "sqadd z17.s, z17.s, z5.s\n" + "asr z10.s, z10.s, #0x1f\n" + "sqadd z18.s, z18.s, z6.s\n" + "asr z4.s, z4.s, #0x1f\n" + "sqadd z19.s, z19.s, z7.s\n" + "sqadd z20.s, z20.s, z8.s\n" + "sqadd z21.s, z21.s, z9.s\n" + "sqadd z22.s, z22.s, z10.s\n" + "sqadd z23.s, z23.s, z4.s\n" + "29:" // Height 2: no shift correction + ".inst 0x44828810 // srshl z16.s, p2/M, z16.s, z0.s\n" + "add x19, %x[qp], %[c_offset]\n" + "ld1rw { z4.s }, p2/Z, [x19]\n" + ".inst 0x44828811 // srshl z17.s, p2/M, z17.s, z0.s\n" + "add x19, %x[qp], %[minval]\n" + ".inst 0x44828812 // srshl z18.s, p2/M, z18.s, z0.s\n" + "ld1rw { z5.s }, p2/Z, [x19]\n" + "add x19, %x[qp], %[maxval]\n" + ".inst 0x44828813 // srshl z19.s, p2/M, z19.s, z0.s\n" + "ld1rw { z6.s }, p2/Z, [x19]\n" + ".inst 0x44828814 // srshl z20.s, p2/M, z20.s, z0.s\n" + "add z16.s, z16.s, z4.s\n" + "add z17.s, z17.s, z4.s\n" + "add z18.s, z18.s, z4.s\n" + "add z19.s, z19.s, z4.s\n" + "add z20.s, z20.s, z4.s\n" + "smin z16.s, p2/M, z16.s, z6.s\n" + "smin z17.s, p2/M, z17.s, z6.s\n" + "smin z18.s, p2/M, z18.s, z6.s\n" + "smin z19.s, p2/M, z19.s, z6.s\n" + "smax z16.s, p2/M, z16.s, z5.s\n" + "smax z17.s, p2/M, z17.s, z5.s\n" + "smax z18.s, p2/M, z18.s, z5.s\n" + "smax z19.s, p2/M, z19.s, z5.s\n" + "smin z20.s, p2/M, z20.s, z6.s\n" + "uzp1 z16.h, z16.h, z17.h\n" + ".inst 0x44828815 // srshl z21.s, p2/M, z21.s, z0.s\n" + "uzp1 z17.h, z18.h, z19.h\n" + "smax z20.s, p2/M, z20.s, z5.s\n" + "uzp1 z16.b, z16.b, z17.b\n" + "st1b { z16.b }, p1, [x9]\n" + "add z21.s, z21.s, z4.s\n" + "addvl x9, x9, #1\n" + ".inst 0x44828816 // srshl z22.s, p2/M, z22.s, z0.s\n" + ".inst 0x44828817 // srshl z23.s, p2/M, z23.s, z0.s\n" + "smin z21.s, p2/M, z21.s, z6.s\n" + "add z22.s, z22.s, z4.s\n" + "add z23.s, z23.s, z4.s\n" + "smax z21.s, p2/M, z21.s, z5.s\n" + "smin z22.s, p2/M, z22.s, z6.s\n" + "smin z23.s, p2/M, z23.s, z6.s\n" + "uzp1 z20.h, z20.h, z21.h\n" + "smax z22.s, p2/M, z22.s, z5.s\n" + "smax z23.s, p2/M, z23.s, z5.s\n" + "uzp1 z21.h, z22.h, z23.h\n" + "uzp1 z20.b, z20.b, z21.b\n" + "st1b { z20.b }, p1, [x25]\n" + "addvl x25, x25, #1\n" + "30:" // Height 2: Writeback done + "mov x19, #0x0\n" + "incw x19, ALL, MUL #4\n" + "subs x12, x12, x19\n" + "bgt 18b\n" + "b 62f\n" + "31:" // Height 3 + "mov z11.s, #0x0\n" + "ldr x12, [%x[args_ptr], %[offsetof_N]]\n" + "mov x10, %x[col_bias]\n" + "mov z12.s, #0x0\n" + "ldr x11, [%x[args_ptr], %[offsetof_B_ptr]]\n" + "bic %x[flags], %x[flags], #0x80000000\n" + "mov z13.s, #0x0\n" + "ldr x19, [%x[args_ptr], %[offsetof_output_offset]]\n" + "mov z14.s, #0x0\n" + "mov z15.b, #0x1\n" + "tbz %x[flags], #2, 32f\n" + "ldr x9, [%x[output_ptr], #0x0]\n" + "ldr x25, [%x[output_ptr], #0x8]\n" + "add x9, x9, x19\n" + "ldr x23, [%x[output_ptr], #0x10]\n" + "add x25, x25, x19\n" + "add x23, x23, x19\n" + "b 33f\n" + "32:" // Height 3: setup direct output + "mov x9, %x[output_ptr]\n" + "add x25, x9, x19\n" + "add x23, x25, x19\n" + "33:" // Height 3: Column loop + "mov z16.s, #0x0\n" + "mov x19, #0x0\n" + "mov z17.s, #0x0\n" + "whilelt p1.b, x19, x12\n" + "mov z18.s, #0x0\n" + "mov z19.s, #0x0\n" + "mov z20.s, #0x0\n" + "mov z21.s, #0x0\n" + "mov z22.s, #0x0\n" + "mov z23.s, #0x0\n" + "mov z24.s, #0x0\n" + "mov z25.s, #0x0\n" + "mov z26.s, #0x0\n" + "mov z27.s, #0x0\n" + "34:" // Height 3: setup done + "mov x28, #0x0\n" + "35:" // Height 3: String loop + "ldr x20, [%x[args_ptr], %[offsetof_string_lengths]]\n" + "ldr x19, [%x[args_ptr], %[offsetof_input_offset]]\n" + "ldr w27, [x20, x28, LSL #0x2]\n" + "tbz %x[flags], #3, 36f\n" + "ldr x20, [%x[input_ptr], x28, LSL #0x3]\n" + "add x20, x20, x19, LSL #3\n" + "ldr x26, [x20, #0x0]\n" + "ldr x24, [x20, #0x8]\n" + "ldr x22, [x20, #0x10]\n" + "cbnz x28, 37f\n" + "ldr x19, [%x[args_ptr], %[offsetof_input_initial_col]]\n" + "add x26, x26, x19\n" + "add x24, x24, x19\n" + "add x22, x22, x19\n" + "b 37f\n" + "36:" // Height 3: setup direct input + "mov x26, %x[input_ptr]\n" + "add x24, x26, x19\n" + "add x22, x24, x19\n" + "37:" // Height 3: input setup done + "cmp x27, #0x10\n" + "ble 40f\n" + "38:" // Height 3: Multiply loop: Main loop head + "ld1b { z4.b }, p2/Z, [x11]\n" + "whilelt p0.b, XZR, x27\n" + "ld1b { z5.b }, p2/Z, [x11, #1, MUL VL]\n" + "ld1rqb { z0.b }, p0/Z, [x26]\n" + "udot z16.s, z4.b, z0.b[0]\n" + "ld1rqb { z1.b }, p0/Z, [x24]\n" + "add x26, x26, #0x10\n" + "udot z17.s, z5.b, z0.b[0]\n" + "ld1rqb { z2.b }, p0/Z, [x22]\n" + "add x24, x24, #0x10\n" + "udot z20.s, z4.b, z1.b[0]\n" + "ld1b { z6.b }, p2/Z, [x11, #2, MUL VL]\n" + "add x22, x22, #0x10\n" + "udot z24.s, z4.b, z2.b[0]\n" + "ld1b { z7.b }, p2/Z, [x11, #3, MUL VL]\n" + "udot z21.s, z5.b, z1.b[0]\n" + "ld1b { z8.b }, p2/Z, [x11, #4, MUL VL]\n" + "udot z25.s, z5.b, z2.b[0]\n" + "ld1b { z9.b }, p2/Z, [x11, #5, MUL VL]\n" + "udot z18.s, z6.b, z0.b[0]\n" + "ld1b { z10.b }, p2/Z, [x11, #6, MUL VL]\n" + "udot z22.s, z6.b, z1.b[0]\n" + "ld1b { z4.b }, p2/Z, [x11, #7, MUL VL]\n" + "addvl x11, x11, #16\n" + "udot z26.s, z6.b, z2.b[0]\n" + "ld1b { z5.b }, p2/Z, [x11, #-8, MUL VL]\n" + "udot z19.s, z7.b, z0.b[0]\n" + "ld1b { z6.b }, p2/Z, [x11, #-7, MUL VL]\n" + "udot z23.s, z7.b, z1.b[0]\n" + "udot z27.s, z7.b, z2.b[0]\n" + "ld1b { z7.b }, p2/Z, [x11, #-6, MUL VL]\n" + "udot z16.s, z8.b, z0.b[1]\n" + "udot z20.s, z8.b, z1.b[1]\n" + "udot z24.s, z8.b, z2.b[1]\n" + "ld1b { z8.b }, p2/Z, [x11, #-5, MUL VL]\n" + "udot z17.s, z9.b, z0.b[1]\n" + "udot z21.s, z9.b, z1.b[1]\n" + "udot z25.s, z9.b, z2.b[1]\n" + "ld1b { z9.b }, p2/Z, [x11, #-4, MUL VL]\n" + "udot z18.s, z10.b, z0.b[1]\n" + "udot z22.s, z10.b, z1.b[1]\n" + "udot z26.s, z10.b, z2.b[1]\n" + "ld1b { z10.b }, p2/Z, [x11, #-3, MUL VL]\n" + "udot z19.s, z4.b, z0.b[1]\n" + "udot z23.s, z4.b, z1.b[1]\n" + "udot z27.s, z4.b, z2.b[1]\n" + "ld1b { z4.b }, p2/Z, [x11, #-2, MUL VL]\n" + "udot z16.s, z5.b, z0.b[2]\n" + "udot z20.s, z5.b, z1.b[2]\n" + "udot z24.s, z5.b, z2.b[2]\n" + "ld1b { z5.b }, p2/Z, [x11, #-1, MUL VL]\n" + "udot z17.s, z6.b, z0.b[2]\n" + "udot z21.s, z6.b, z1.b[2]\n" + "udot z25.s, z6.b, z2.b[2]\n" + "udot z18.s, z7.b, z0.b[2]\n" + "udot z22.s, z7.b, z1.b[2]\n" + "udot z26.s, z7.b, z2.b[2]\n" + "udot z19.s, z8.b, z0.b[2]\n" + "udot z23.s, z8.b, z1.b[2]\n" + "udot z27.s, z8.b, z2.b[2]\n" + "udot z16.s, z9.b, z0.b[3]\n" + "udot z20.s, z9.b, z1.b[3]\n" + "udot z24.s, z9.b, z2.b[3]\n" + "udot z17.s, z10.b, z0.b[3]\n" + "udot z21.s, z10.b, z1.b[3]\n" + "udot z25.s, z10.b, z2.b[3]\n" + "udot z18.s, z4.b, z0.b[3]\n" + "udot z22.s, z4.b, z1.b[3]\n" + "udot z26.s, z4.b, z2.b[3]\n" + "udot z19.s, z5.b, z0.b[3]\n" + "udot z23.s, z5.b, z1.b[3]\n" + "udot z27.s, z5.b, z2.b[3]\n" + "tbnz %x[flags], #31, 39f\n" + "udot z11.s, z0.b, z15.b\n" + "udot z12.s, z1.b, z15.b\n" + "udot z13.s, z2.b, z15.b\n" + "39:" // Height 3: Multiply loop: unique 5: skip row sum + "prfm pldl1keep, [x26, #0x80]\n" + "sub x27, x27, #0x10\n" + "prfm pldl1keep, [x24, #0x80]\n" + "cmp x27, #0x10\n" + "prfm pldl1keep, [x22, #0x80]\n" + "bgt 38b\n" + "40:" // Height 3: Multiply loop: Single iteration only + "ld1b { z6.b }, p2/Z, [x11]\n" + "whilelt p0.b, XZR, x27\n" + "ld1b { z7.b }, p2/Z, [x11, #1, MUL VL]\n" + "subs x27, x27, #0x4\n" + "ld1rqb { z0.b }, p0/Z, [x26]\n" + "udot z16.s, z6.b, z0.b[0]\n" + "ld1rqb { z1.b }, p0/Z, [x24]\n" + "add x26, x26, #0x10\n" + "udot z17.s, z7.b, z0.b[0]\n" + "ld1rqb { z2.b }, p0/Z, [x22]\n" + "add x24, x24, #0x10\n" + "udot z20.s, z6.b, z1.b[0]\n" + "ld1b { z8.b }, p2/Z, [x11, #2, MUL VL]\n" + "add x22, x22, #0x10\n" + "udot z24.s, z6.b, z2.b[0]\n" + "ld1b { z9.b }, p2/Z, [x11, #3, MUL VL]\n" + "addvl x11, x11, #4\n" + "udot z21.s, z7.b, z1.b[0]\n" + "udot z25.s, z7.b, z2.b[0]\n" + "udot z18.s, z8.b, z0.b[0]\n" + "udot z22.s, z8.b, z1.b[0]\n" + "udot z26.s, z8.b, z2.b[0]\n" + "udot z19.s, z9.b, z0.b[0]\n" + "udot z23.s, z9.b, z1.b[0]\n" + "udot z27.s, z9.b, z2.b[0]\n" + "ble 41f\n" + "ld1b { z10.b }, p2/Z, [x11]\n" + "udot z16.s, z10.b, z0.b[1]\n" + "ld1b { z4.b }, p2/Z, [x11, #1, MUL VL]\n" + "subs x27, x27, #0x4\n" + "udot z20.s, z10.b, z1.b[1]\n" + "ld1b { z5.b }, p2/Z, [x11, #2, MUL VL]\n" + "udot z24.s, z10.b, z2.b[1]\n" + "ld1b { z6.b }, p2/Z, [x11, #3, MUL VL]\n" + "addvl x11, x11, #4\n" + "udot z17.s, z4.b, z0.b[1]\n" + "udot z21.s, z4.b, z1.b[1]\n" + "udot z25.s, z4.b, z2.b[1]\n" + "udot z18.s, z5.b, z0.b[1]\n" + "udot z22.s, z5.b, z1.b[1]\n" + "udot z26.s, z5.b, z2.b[1]\n" + "udot z19.s, z6.b, z0.b[1]\n" + "udot z23.s, z6.b, z1.b[1]\n" + "udot z27.s, z6.b, z2.b[1]\n" + "ble 41f\n" + "ld1b { z7.b }, p2/Z, [x11]\n" + "udot z16.s, z7.b, z0.b[2]\n" + "ld1b { z8.b }, p2/Z, [x11, #1, MUL VL]\n" + "subs x27, x27, #0x4\n" + "udot z20.s, z7.b, z1.b[2]\n" + "ld1b { z9.b }, p2/Z, [x11, #2, MUL VL]\n" + "udot z24.s, z7.b, z2.b[2]\n" + "ld1b { z10.b }, p2/Z, [x11, #3, MUL VL]\n" + "addvl x11, x11, #4\n" + "udot z17.s, z8.b, z0.b[2]\n" + "udot z21.s, z8.b, z1.b[2]\n" + "udot z25.s, z8.b, z2.b[2]\n" + "udot z18.s, z9.b, z0.b[2]\n" + "udot z22.s, z9.b, z1.b[2]\n" + "udot z26.s, z9.b, z2.b[2]\n" + "udot z19.s, z10.b, z0.b[2]\n" + "udot z23.s, z10.b, z1.b[2]\n" + "udot z27.s, z10.b, z2.b[2]\n" + "ble 41f\n" + "ld1b { z4.b }, p2/Z, [x11]\n" + "udot z16.s, z4.b, z0.b[3]\n" + "ld1b { z5.b }, p2/Z, [x11, #1, MUL VL]\n" + "udot z20.s, z4.b, z1.b[3]\n" + "ld1b { z6.b }, p2/Z, [x11, #2, MUL VL]\n" + "udot z24.s, z4.b, z2.b[3]\n" + "ld1b { z7.b }, p2/Z, [x11, #3, MUL VL]\n" + "addvl x11, x11, #4\n" + "udot z17.s, z5.b, z0.b[3]\n" + "udot z21.s, z5.b, z1.b[3]\n" + "udot z25.s, z5.b, z2.b[3]\n" + "udot z18.s, z6.b, z0.b[3]\n" + "udot z22.s, z6.b, z1.b[3]\n" + "udot z26.s, z6.b, z2.b[3]\n" + "udot z19.s, z7.b, z0.b[3]\n" + "udot z23.s, z7.b, z1.b[3]\n" + "udot z27.s, z7.b, z2.b[3]\n" + "41:" // Height 3: Multiply loop: multiply skip + "tbnz %x[flags], #31, 42f\n" + "udot z11.s, z0.b, z15.b\n" + "udot z12.s, z1.b, z15.b\n" + "udot z13.s, z2.b, z15.b\n" + "42:" // Height 3: Multiply loop: unique 6: skip row sum + "prfm pldl1keep, [x26, #0x80]\n" + "add x28, x28, #0x1\n" + "prfm pldl1keep, [x24, #0x80]\n" + "prfm pldl1keep, [x22, #0x80]\n" + "ldr w19, [%x[args_ptr], %[offsetof_num_strings]]\n" + "cmp x28, x19\n" + "bne 35b\n" + "prfm pstl1keep, [x9, #0x0]\n" + "prfm pstl1keep, [x25, #0x0]\n" + "prfm pstl1keep, [x23, #0x0]\n" + "tbnz %x[flags], #31, 43f\n" + "add x19, %x[qp], %[b_offset]\n" + "ld1rw { z3.s }, p2/Z, [x19]\n" + "neg z3.s, p2/M, z3.s\n" + "mov x20, #0x4\n" + "mov x19, #0x4\n" + "whilelt p0.s, XZR, x20\n" + "uaddv d11, p0, z11.s\n" + "whilelt p0.s, XZR, x19\n" + "uaddv d12, p0, z12.s\n" + "mov x19, #0x4\n" + "mov z11.s, z11.s[0]\n" + "whilelt p0.s, XZR, x19\n" + "mov z12.s, z12.s[0]\n" + "uaddv d13, p0, z13.s\n" + "mul z11.s, p2/M, z11.s, z3.s\n" + "mul z12.s, p2/M, z12.s, z3.s\n" + "mov z13.s, z13.s[0]\n" + "mul z13.s, p2/M, z13.s, z3.s\n" + "43:" // Height 3: skip row sum fixup + "add z16.s, z16.s, z11.s\n" + "ld1w { z0.s }, p2/Z, [x10]\n" + "orr %x[flags], %x[flags], #0x80000000\n" + "add z17.s, z17.s, z11.s\n" + "ld1w { z1.s }, p2/Z, [x10, #1, MUL VL]\n" + "add x20, %x[qp], %[per_layer_right_shift]\n" + "add z18.s, z18.s, z11.s\n" + "ld1w { z2.s }, p2/Z, [x10, #2, MUL VL]\n" + "add x19, %x[qp], %[per_layer_mul]\n" + "add z19.s, z19.s, z11.s\n" + "ld1w { z3.s }, p2/Z, [x10, #3, MUL VL]\n" + "addvl x10, x10, #4\n" + "add z20.s, z20.s, z12.s\n" + "ld1rw { z4.s }, p2/Z, [x19]\n" + "add z21.s, z21.s, z12.s\n" + "add z22.s, z22.s, z12.s\n" + "add z23.s, z23.s, z12.s\n" + "add z24.s, z24.s, z13.s\n" + "add z25.s, z25.s, z13.s\n" + "add z26.s, z26.s, z13.s\n" + "add z27.s, z27.s, z13.s\n" + "add z16.s, z16.s, z0.s\n" + "add z17.s, z17.s, z1.s\n" + "add z18.s, z18.s, z2.s\n" + "add z19.s, z19.s, z3.s\n" + "add z20.s, z20.s, z0.s\n" + "add z21.s, z21.s, z1.s\n" + "add z22.s, z22.s, z2.s\n" + "add z23.s, z23.s, z3.s\n" + "add z24.s, z24.s, z0.s\n" + "ld1rw { z0.s }, p2/Z, [x20]\n" + "add z25.s, z25.s, z1.s\n" + "add z26.s, z26.s, z2.s\n" + "add z27.s, z27.s, z3.s\n" + ".inst 0x04a47610 // sqrdmulh z16.s, z16.s, z4.s\n" + ".inst 0x04a47631 // sqrdmulh z17.s, z17.s, z4.s\n" + ".inst 0x04a47652 // sqrdmulh z18.s, z18.s, z4.s\n" + ".inst 0x04a47673 // sqrdmulh z19.s, z19.s, z4.s\n" + ".inst 0x04a47694 // sqrdmulh z20.s, z20.s, z4.s\n" + ".inst 0x04a476b5 // sqrdmulh z21.s, z21.s, z4.s\n" + ".inst 0x04a476d6 // sqrdmulh z22.s, z22.s, z4.s\n" + ".inst 0x04a476f7 // sqrdmulh z23.s, z23.s, z4.s\n" + ".inst 0x04a47718 // sqrdmulh z24.s, z24.s, z4.s\n" + ".inst 0x04a47739 // sqrdmulh z25.s, z25.s, z4.s\n" + ".inst 0x04a4775a // sqrdmulh z26.s, z26.s, z4.s\n" + ".inst 0x04a4777b // sqrdmulh z27.s, z27.s, z4.s\n" + "tbz %x[flags], #5, 44f\n" + "and z4.d, z16.d, z0.d\n" + "asr z4.s, z4.s, #0x1f\n" + "and z5.d, z17.d, z0.d\n" + "and z6.d, z18.d, z0.d\n" + "asr z5.s, z5.s, #0x1f\n" + "and z7.d, z19.d, z0.d\n" + "and z8.d, z20.d, z0.d\n" + "asr z6.s, z6.s, #0x1f\n" + "and z9.d, z21.d, z0.d\n" + "asr z7.s, z7.s, #0x1f\n" + "sqadd z16.s, z16.s, z4.s\n" + "and z10.d, z22.d, z0.d\n" + "asr z8.s, z8.s, #0x1f\n" + "and z4.d, z23.d, z0.d\n" + "asr z9.s, z9.s, #0x1f\n" + "sqadd z17.s, z17.s, z5.s\n" + "asr z10.s, z10.s, #0x1f\n" + "sqadd z18.s, z18.s, z6.s\n" + "asr z4.s, z4.s, #0x1f\n" + "and z5.d, z24.d, z0.d\n" + "asr z5.s, z5.s, #0x1f\n" + "sqadd z19.s, z19.s, z7.s\n" + "sqadd z20.s, z20.s, z8.s\n" + "sqadd z21.s, z21.s, z9.s\n" + "sqadd z22.s, z22.s, z10.s\n" + "sqadd z23.s, z23.s, z4.s\n" + "and z6.d, z25.d, z0.d\n" + "asr z6.s, z6.s, #0x1f\n" + "sqadd z24.s, z24.s, z5.s\n" + "and z7.d, z26.d, z0.d\n" + "asr z7.s, z7.s, #0x1f\n" + "and z8.d, z27.d, z0.d\n" + "sqadd z25.s, z25.s, z6.s\n" + "asr z8.s, z8.s, #0x1f\n" + "sqadd z26.s, z26.s, z7.s\n" + "sqadd z27.s, z27.s, z8.s\n" + "44:" // Height 3: no shift correction + ".inst 0x44828810 // srshl z16.s, p2/M, z16.s, z0.s\n" + "add x19, %x[qp], %[c_offset]\n" + "ld1rw { z4.s }, p2/Z, [x19]\n" + ".inst 0x44828811 // srshl z17.s, p2/M, z17.s, z0.s\n" + "add x19, %x[qp], %[minval]\n" + ".inst 0x44828812 // srshl z18.s, p2/M, z18.s, z0.s\n" + "ld1rw { z5.s }, p2/Z, [x19]\n" + "add x19, %x[qp], %[maxval]\n" + ".inst 0x44828813 // srshl z19.s, p2/M, z19.s, z0.s\n" + "ld1rw { z6.s }, p2/Z, [x19]\n" + ".inst 0x44828814 // srshl z20.s, p2/M, z20.s, z0.s\n" + "add z16.s, z16.s, z4.s\n" + "add z17.s, z17.s, z4.s\n" + "add z18.s, z18.s, z4.s\n" + "add z19.s, z19.s, z4.s\n" + "add z20.s, z20.s, z4.s\n" + "smin z16.s, p2/M, z16.s, z6.s\n" + "smin z17.s, p2/M, z17.s, z6.s\n" + "smin z18.s, p2/M, z18.s, z6.s\n" + "smin z19.s, p2/M, z19.s, z6.s\n" + "smax z16.s, p2/M, z16.s, z5.s\n" + "smax z17.s, p2/M, z17.s, z5.s\n" + "smax z18.s, p2/M, z18.s, z5.s\n" + "smax z19.s, p2/M, z19.s, z5.s\n" + "smin z20.s, p2/M, z20.s, z6.s\n" + "uzp1 z16.h, z16.h, z17.h\n" + ".inst 0x44828815 // srshl z21.s, p2/M, z21.s, z0.s\n" + "uzp1 z17.h, z18.h, z19.h\n" + "smax z20.s, p2/M, z20.s, z5.s\n" + "uzp1 z16.b, z16.b, z17.b\n" + "st1b { z16.b }, p1, [x9]\n" + "add z21.s, z21.s, z4.s\n" + "addvl x9, x9, #1\n" + ".inst 0x44828816 // srshl z22.s, p2/M, z22.s, z0.s\n" + ".inst 0x44828817 // srshl z23.s, p2/M, z23.s, z0.s\n" + ".inst 0x44828818 // srshl z24.s, p2/M, z24.s, z0.s\n" + "smin z21.s, p2/M, z21.s, z6.s\n" + ".inst 0x44828819 // srshl z25.s, p2/M, z25.s, z0.s\n" + "add z22.s, z22.s, z4.s\n" + "add z23.s, z23.s, z4.s\n" + "add z24.s, z24.s, z4.s\n" + "add z25.s, z25.s, z4.s\n" + "smax z21.s, p2/M, z21.s, z5.s\n" + "smin z22.s, p2/M, z22.s, z6.s\n" + "smin z23.s, p2/M, z23.s, z6.s\n" + "smin z24.s, p2/M, z24.s, z6.s\n" + "uzp1 z20.h, z20.h, z21.h\n" + "smax z22.s, p2/M, z22.s, z5.s\n" + "smax z23.s, p2/M, z23.s, z5.s\n" + "smax z24.s, p2/M, z24.s, z5.s\n" + "smin z25.s, p2/M, z25.s, z6.s\n" + ".inst 0x4482881a // srshl z26.s, p2/M, z26.s, z0.s\n" + "uzp1 z21.h, z22.h, z23.h\n" + ".inst 0x4482881b // srshl z27.s, p2/M, z27.s, z0.s\n" + "uzp1 z20.b, z20.b, z21.b\n" + "st1b { z20.b }, p1, [x25]\n" + "add z26.s, z26.s, z4.s\n" + "addvl x25, x25, #1\n" + "add z27.s, z27.s, z4.s\n" + "smax z25.s, p2/M, z25.s, z5.s\n" + "smin z26.s, p2/M, z26.s, z6.s\n" + "smin z27.s, p2/M, z27.s, z6.s\n" + "uzp1 z24.h, z24.h, z25.h\n" + "smax z26.s, p2/M, z26.s, z5.s\n" + "smax z27.s, p2/M, z27.s, z5.s\n" + "uzp1 z25.h, z26.h, z27.h\n" + "uzp1 z24.b, z24.b, z25.b\n" + "st1b { z24.b }, p1, [x23]\n" + "addvl x23, x23, #1\n" + "45:" // Height 3: Writeback done + "mov x19, #0x0\n" + "incw x19, ALL, MUL #4\n" + "subs x12, x12, x19\n" + "bgt 33b\n" + "b 62f\n" + "46:" // Height 4 + "mov z11.s, #0x0\n" + "ldr x12, [%x[args_ptr], %[offsetof_N]]\n" + "mov x10, %x[col_bias]\n" + "mov z12.s, #0x0\n" + "ldr x11, [%x[args_ptr], %[offsetof_B_ptr]]\n" + "bic %x[flags], %x[flags], #0x80000000\n" + "mov z13.s, #0x0\n" + "ldr x19, [%x[args_ptr], %[offsetof_output_offset]]\n" + "mov z14.s, #0x0\n" + "mov z15.b, #0x1\n" + "tbz %x[flags], #2, 47f\n" + "ldr x9, [%x[output_ptr], #0x0]\n" + "ldr x25, [%x[output_ptr], #0x8]\n" + "add x9, x9, x19\n" + "ldr x23, [%x[output_ptr], #0x10]\n" + "ldr x21, [%x[output_ptr], #0x18]\n" + "add x25, x25, x19\n" + "add %x[output_ptr], %x[output_ptr], #0x20\n" + "add x23, x23, x19\n" + "add x21, x21, x19\n" + "b 48f\n" + "47:" // Height 4: setup direct output + "mov x9, %x[output_ptr]\n" + "add x25, x9, x19\n" + "add x23, x25, x19\n" + "add x21, x23, x19\n" + "add %x[output_ptr], x21, x19\n" + "48:" // Height 4: Column loop + "mov z16.s, #0x0\n" + "mov x19, #0x0\n" + "mov z17.s, #0x0\n" + "whilelt p1.b, x19, x12\n" + "mov z18.s, #0x0\n" + "mov z19.s, #0x0\n" + "mov z20.s, #0x0\n" + "mov z21.s, #0x0\n" + "mov z22.s, #0x0\n" + "mov z23.s, #0x0\n" + "mov z24.s, #0x0\n" + "mov z25.s, #0x0\n" + "mov z26.s, #0x0\n" + "mov z27.s, #0x0\n" + "mov z28.s, #0x0\n" + "mov z29.s, #0x0\n" + "mov z30.s, #0x0\n" + "mov z31.s, #0x0\n" + "49:" // Height 4: setup done + "mov x28, #0x0\n" + "50:" // Height 4: String loop + "ldr x20, [%x[args_ptr], %[offsetof_string_lengths]]\n" + "ldr x19, [%x[args_ptr], %[offsetof_input_offset]]\n" + "ldr w27, [x20, x28, LSL #0x2]\n" + "tbz %x[flags], #3, 51f\n" + "ldr x20, [%x[input_ptr], x28, LSL #0x3]\n" + "add x20, x20, x19, LSL #3\n" + "ldr x26, [x20, #0x0]\n" + "ldr x24, [x20, #0x8]\n" + "ldr x22, [x20, #0x10]\n" + "ldr x20, [x20, #0x18]\n" + "cbnz x28, 52f\n" + "ldr x19, [%x[args_ptr], %[offsetof_input_initial_col]]\n" + "add x26, x26, x19\n" + "add x24, x24, x19\n" + "add x22, x22, x19\n" + "add x20, x20, x19\n" + "b 52f\n" + "51:" // Height 4: setup direct input + "mov x26, %x[input_ptr]\n" + "add x24, x26, x19\n" + "add x22, x24, x19\n" + "add x20, x22, x19\n" + "52:" // Height 4: input setup done + "cmp x27, #0x10\n" + "ble 55f\n" + "53:" // Height 4: Multiply loop: Main loop head + "ld1b { z4.b }, p2/Z, [x11]\n" + "whilelt p0.b, XZR, x27\n" + "ld1b { z5.b }, p2/Z, [x11, #1, MUL VL]\n" + "ld1rqb { z0.b }, p0/Z, [x26]\n" + "udot z16.s, z4.b, z0.b[0]\n" + "ld1rqb { z1.b }, p0/Z, [x24]\n" + "add x26, x26, #0x10\n" + "udot z17.s, z5.b, z0.b[0]\n" + "ld1rqb { z2.b }, p0/Z, [x22]\n" + "add x24, x24, #0x10\n" + "udot z20.s, z4.b, z1.b[0]\n" + "ld1rqb { z3.b }, p0/Z, [x20]\n" + "add x22, x22, #0x10\n" + "udot z24.s, z4.b, z2.b[0]\n" + "ld1b { z6.b }, p2/Z, [x11, #2, MUL VL]\n" + "add x20, x20, #0x10\n" + "udot z21.s, z5.b, z1.b[0]\n" + "ld1b { z7.b }, p2/Z, [x11, #3, MUL VL]\n" + "udot z25.s, z5.b, z2.b[0]\n" + "ld1b { z8.b }, p2/Z, [x11, #4, MUL VL]\n" + "udot z28.s, z4.b, z3.b[0]\n" + "ld1b { z9.b }, p2/Z, [x11, #5, MUL VL]\n" + "udot z29.s, z5.b, z3.b[0]\n" + "ld1b { z10.b }, p2/Z, [x11, #6, MUL VL]\n" + "udot z18.s, z6.b, z0.b[0]\n" + "ld1b { z4.b }, p2/Z, [x11, #7, MUL VL]\n" + "addvl x11, x11, #16\n" + "udot z22.s, z6.b, z1.b[0]\n" + "ld1b { z5.b }, p2/Z, [x11, #-8, MUL VL]\n" + "udot z26.s, z6.b, z2.b[0]\n" + "udot z30.s, z6.b, z3.b[0]\n" + "ld1b { z6.b }, p2/Z, [x11, #-7, MUL VL]\n" + "udot z19.s, z7.b, z0.b[0]\n" + "udot z23.s, z7.b, z1.b[0]\n" + "udot z27.s, z7.b, z2.b[0]\n" + "udot z31.s, z7.b, z3.b[0]\n" + "ld1b { z7.b }, p2/Z, [x11, #-6, MUL VL]\n" + "udot z16.s, z8.b, z0.b[1]\n" + "udot z20.s, z8.b, z1.b[1]\n" + "udot z24.s, z8.b, z2.b[1]\n" + "udot z28.s, z8.b, z3.b[1]\n" + "ld1b { z8.b }, p2/Z, [x11, #-5, MUL VL]\n" + "udot z17.s, z9.b, z0.b[1]\n" + "udot z21.s, z9.b, z1.b[1]\n" + "udot z25.s, z9.b, z2.b[1]\n" + "udot z29.s, z9.b, z3.b[1]\n" + "ld1b { z9.b }, p2/Z, [x11, #-4, MUL VL]\n" + "udot z18.s, z10.b, z0.b[1]\n" + "udot z22.s, z10.b, z1.b[1]\n" + "udot z26.s, z10.b, z2.b[1]\n" + "udot z30.s, z10.b, z3.b[1]\n" + "ld1b { z10.b }, p2/Z, [x11, #-3, MUL VL]\n" + "udot z19.s, z4.b, z0.b[1]\n" + "udot z23.s, z4.b, z1.b[1]\n" + "udot z27.s, z4.b, z2.b[1]\n" + "udot z31.s, z4.b, z3.b[1]\n" + "ld1b { z4.b }, p2/Z, [x11, #-2, MUL VL]\n" + "udot z16.s, z5.b, z0.b[2]\n" + "udot z20.s, z5.b, z1.b[2]\n" + "udot z24.s, z5.b, z2.b[2]\n" + "udot z28.s, z5.b, z3.b[2]\n" + "ld1b { z5.b }, p2/Z, [x11, #-1, MUL VL]\n" + "udot z17.s, z6.b, z0.b[2]\n" + "udot z21.s, z6.b, z1.b[2]\n" + "udot z25.s, z6.b, z2.b[2]\n" + "udot z29.s, z6.b, z3.b[2]\n" + "udot z18.s, z7.b, z0.b[2]\n" + "udot z22.s, z7.b, z1.b[2]\n" + "udot z26.s, z7.b, z2.b[2]\n" + "udot z30.s, z7.b, z3.b[2]\n" + "udot z19.s, z8.b, z0.b[2]\n" + "udot z23.s, z8.b, z1.b[2]\n" + "udot z27.s, z8.b, z2.b[2]\n" + "udot z31.s, z8.b, z3.b[2]\n" + "udot z16.s, z9.b, z0.b[3]\n" + "udot z20.s, z9.b, z1.b[3]\n" + "udot z24.s, z9.b, z2.b[3]\n" + "udot z28.s, z9.b, z3.b[3]\n" + "udot z17.s, z10.b, z0.b[3]\n" + "udot z21.s, z10.b, z1.b[3]\n" + "udot z25.s, z10.b, z2.b[3]\n" + "udot z29.s, z10.b, z3.b[3]\n" + "udot z18.s, z4.b, z0.b[3]\n" + "udot z22.s, z4.b, z1.b[3]\n" + "udot z26.s, z4.b, z2.b[3]\n" + "udot z30.s, z4.b, z3.b[3]\n" + "udot z19.s, z5.b, z0.b[3]\n" + "udot z23.s, z5.b, z1.b[3]\n" + "udot z27.s, z5.b, z2.b[3]\n" + "udot z31.s, z5.b, z3.b[3]\n" + "tbnz %x[flags], #31, 54f\n" + "udot z11.s, z0.b, z15.b\n" + "udot z12.s, z1.b, z15.b\n" + "udot z13.s, z2.b, z15.b\n" + "udot z14.s, z3.b, z15.b\n" + "54:" // Height 4: Multiply loop: unique 7: skip row sum + "prfm pldl1keep, [x26, #0x80]\n" + "sub x27, x27, #0x10\n" + "prfm pldl1keep, [x24, #0x80]\n" + "cmp x27, #0x10\n" + "prfm pldl1keep, [x22, #0x80]\n" + "prfm pldl1keep, [x20, #0x80]\n" + "bgt 53b\n" + "55:" // Height 4: Multiply loop: Single iteration only + "ld1b { z6.b }, p2/Z, [x11]\n" + "whilelt p0.b, XZR, x27\n" + "ld1b { z7.b }, p2/Z, [x11, #1, MUL VL]\n" + "subs x27, x27, #0x4\n" + "ld1rqb { z0.b }, p0/Z, [x26]\n" + "udot z16.s, z6.b, z0.b[0]\n" + "ld1rqb { z1.b }, p0/Z, [x24]\n" + "add x26, x26, #0x10\n" + "udot z17.s, z7.b, z0.b[0]\n" + "ld1rqb { z2.b }, p0/Z, [x22]\n" + "add x24, x24, #0x10\n" + "udot z20.s, z6.b, z1.b[0]\n" + "ld1rqb { z3.b }, p0/Z, [x20]\n" + "add x22, x22, #0x10\n" + "udot z24.s, z6.b, z2.b[0]\n" + "ld1b { z8.b }, p2/Z, [x11, #2, MUL VL]\n" + "add x20, x20, #0x10\n" + "udot z21.s, z7.b, z1.b[0]\n" + "ld1b { z9.b }, p2/Z, [x11, #3, MUL VL]\n" + "addvl x11, x11, #4\n" + "udot z28.s, z6.b, z3.b[0]\n" + "udot z25.s, z7.b, z2.b[0]\n" + "udot z29.s, z7.b, z3.b[0]\n" + "udot z18.s, z8.b, z0.b[0]\n" + "udot z22.s, z8.b, z1.b[0]\n" + "udot z26.s, z8.b, z2.b[0]\n" + "udot z30.s, z8.b, z3.b[0]\n" + "udot z19.s, z9.b, z0.b[0]\n" + "udot z23.s, z9.b, z1.b[0]\n" + "udot z27.s, z9.b, z2.b[0]\n" + "udot z31.s, z9.b, z3.b[0]\n" + "ble 56f\n" + "ld1b { z10.b }, p2/Z, [x11]\n" + "udot z16.s, z10.b, z0.b[1]\n" + "ld1b { z4.b }, p2/Z, [x11, #1, MUL VL]\n" + "subs x27, x27, #0x4\n" + "udot z20.s, z10.b, z1.b[1]\n" + "ld1b { z5.b }, p2/Z, [x11, #2, MUL VL]\n" + "udot z24.s, z10.b, z2.b[1]\n" + "ld1b { z6.b }, p2/Z, [x11, #3, MUL VL]\n" + "addvl x11, x11, #4\n" + "udot z28.s, z10.b, z3.b[1]\n" + "udot z17.s, z4.b, z0.b[1]\n" + "udot z21.s, z4.b, z1.b[1]\n" + "udot z25.s, z4.b, z2.b[1]\n" + "udot z29.s, z4.b, z3.b[1]\n" + "udot z18.s, z5.b, z0.b[1]\n" + "udot z22.s, z5.b, z1.b[1]\n" + "udot z26.s, z5.b, z2.b[1]\n" + "udot z30.s, z5.b, z3.b[1]\n" + "udot z19.s, z6.b, z0.b[1]\n" + "udot z23.s, z6.b, z1.b[1]\n" + "udot z27.s, z6.b, z2.b[1]\n" + "udot z31.s, z6.b, z3.b[1]\n" + "ble 56f\n" + "ld1b { z7.b }, p2/Z, [x11]\n" + "udot z16.s, z7.b, z0.b[2]\n" + "ld1b { z8.b }, p2/Z, [x11, #1, MUL VL]\n" + "subs x27, x27, #0x4\n" + "udot z20.s, z7.b, z1.b[2]\n" + "ld1b { z9.b }, p2/Z, [x11, #2, MUL VL]\n" + "udot z24.s, z7.b, z2.b[2]\n" + "ld1b { z10.b }, p2/Z, [x11, #3, MUL VL]\n" + "addvl x11, x11, #4\n" + "udot z28.s, z7.b, z3.b[2]\n" + "udot z17.s, z8.b, z0.b[2]\n" + "udot z21.s, z8.b, z1.b[2]\n" + "udot z25.s, z8.b, z2.b[2]\n" + "udot z29.s, z8.b, z3.b[2]\n" + "udot z18.s, z9.b, z0.b[2]\n" + "udot z22.s, z9.b, z1.b[2]\n" + "udot z26.s, z9.b, z2.b[2]\n" + "udot z30.s, z9.b, z3.b[2]\n" + "udot z19.s, z10.b, z0.b[2]\n" + "udot z23.s, z10.b, z1.b[2]\n" + "udot z27.s, z10.b, z2.b[2]\n" + "udot z31.s, z10.b, z3.b[2]\n" + "ble 56f\n" + "ld1b { z4.b }, p2/Z, [x11]\n" + "udot z16.s, z4.b, z0.b[3]\n" + "ld1b { z5.b }, p2/Z, [x11, #1, MUL VL]\n" + "udot z20.s, z4.b, z1.b[3]\n" + "ld1b { z6.b }, p2/Z, [x11, #2, MUL VL]\n" + "udot z24.s, z4.b, z2.b[3]\n" + "ld1b { z7.b }, p2/Z, [x11, #3, MUL VL]\n" + "addvl x11, x11, #4\n" + "udot z28.s, z4.b, z3.b[3]\n" + "udot z17.s, z5.b, z0.b[3]\n" + "udot z21.s, z5.b, z1.b[3]\n" + "udot z25.s, z5.b, z2.b[3]\n" + "udot z29.s, z5.b, z3.b[3]\n" + "udot z18.s, z6.b, z0.b[3]\n" + "udot z22.s, z6.b, z1.b[3]\n" + "udot z26.s, z6.b, z2.b[3]\n" + "udot z30.s, z6.b, z3.b[3]\n" + "udot z19.s, z7.b, z0.b[3]\n" + "udot z23.s, z7.b, z1.b[3]\n" + "udot z27.s, z7.b, z2.b[3]\n" + "udot z31.s, z7.b, z3.b[3]\n" + "56:" // Height 4: Multiply loop: multiply skip + "tbnz %x[flags], #31, 57f\n" + "udot z11.s, z0.b, z15.b\n" + "udot z12.s, z1.b, z15.b\n" + "udot z13.s, z2.b, z15.b\n" + "udot z14.s, z3.b, z15.b\n" + "57:" // Height 4: Multiply loop: unique 8: skip row sum + "prfm pldl1keep, [x26, #0x80]\n" + "add x28, x28, #0x1\n" + "prfm pldl1keep, [x24, #0x80]\n" + "prfm pldl1keep, [x22, #0x80]\n" + "prfm pldl1keep, [x20, #0x80]\n" + "ldr w19, [%x[args_ptr], %[offsetof_num_strings]]\n" + "cmp x28, x19\n" + "bne 50b\n" + "prfm pstl1keep, [x9, #0x0]\n" + "prfm pstl1keep, [x25, #0x0]\n" + "prfm pstl1keep, [x23, #0x0]\n" + "prfm pstl1keep, [x21, #0x0]\n" + "tbnz %x[flags], #31, 58f\n" + "add x19, %x[qp], %[b_offset]\n" + "ld1rw { z4.s }, p2/Z, [x19]\n" + "neg z4.s, p2/M, z4.s\n" + "mov x20, #0x4\n" + "mov x19, #0x4\n" + "whilelt p0.s, XZR, x20\n" + "uaddv d11, p0, z11.s\n" + "whilelt p0.s, XZR, x19\n" + "uaddv d12, p0, z12.s\n" + "mov x19, #0x4\n" + "mov z11.s, z11.s[0]\n" + "whilelt p0.s, XZR, x19\n" + "mov x19, #0x4\n" + "mov z12.s, z12.s[0]\n" + "uaddv d13, p0, z13.s\n" + "whilelt p0.s, XZR, x19\n" + "mul z11.s, p2/M, z11.s, z4.s\n" + "uaddv d14, p0, z14.s\n" + "mul z12.s, p2/M, z12.s, z4.s\n" + "mov z13.s, z13.s[0]\n" + "mul z13.s, p2/M, z13.s, z4.s\n" + "mov z14.s, z14.s[0]\n" + "mul z14.s, p2/M, z14.s, z4.s\n" + "58:" // Height 4: skip row sum fixup + "add z16.s, z16.s, z11.s\n" + "ld1w { z0.s }, p2/Z, [x10]\n" + "orr %x[flags], %x[flags], #0x80000000\n" + "add z17.s, z17.s, z11.s\n" + "ld1w { z1.s }, p2/Z, [x10, #1, MUL VL]\n" + "add x20, %x[qp], %[per_layer_right_shift]\n" + "add z18.s, z18.s, z11.s\n" + "ld1w { z2.s }, p2/Z, [x10, #2, MUL VL]\n" + "add x19, %x[qp], %[per_layer_mul]\n" + "add z19.s, z19.s, z11.s\n" + "ld1w { z3.s }, p2/Z, [x10, #3, MUL VL]\n" + "addvl x10, x10, #4\n" + "add z20.s, z20.s, z12.s\n" + "ld1rw { z4.s }, p2/Z, [x19]\n" + "add z21.s, z21.s, z12.s\n" + "add z22.s, z22.s, z12.s\n" + "add z23.s, z23.s, z12.s\n" + "add z24.s, z24.s, z13.s\n" + "add z25.s, z25.s, z13.s\n" + "add z26.s, z26.s, z13.s\n" + "add z27.s, z27.s, z13.s\n" + "add z28.s, z28.s, z14.s\n" + "add z29.s, z29.s, z14.s\n" + "add z30.s, z30.s, z14.s\n" + "add z31.s, z31.s, z14.s\n" + "add z16.s, z16.s, z0.s\n" + "add z17.s, z17.s, z1.s\n" + "add z18.s, z18.s, z2.s\n" + "add z19.s, z19.s, z3.s\n" + "add z20.s, z20.s, z0.s\n" + "add z21.s, z21.s, z1.s\n" + "add z22.s, z22.s, z2.s\n" + "add z23.s, z23.s, z3.s\n" + "add z24.s, z24.s, z0.s\n" + "add z25.s, z25.s, z1.s\n" + "add z26.s, z26.s, z2.s\n" + "add z27.s, z27.s, z3.s\n" + "add z28.s, z28.s, z0.s\n" + "ld1rw { z0.s }, p2/Z, [x20]\n" + "add z29.s, z29.s, z1.s\n" + "add z30.s, z30.s, z2.s\n" + "add z31.s, z31.s, z3.s\n" + ".inst 0x04a47610 // sqrdmulh z16.s, z16.s, z4.s\n" + ".inst 0x04a47631 // sqrdmulh z17.s, z17.s, z4.s\n" + ".inst 0x04a47652 // sqrdmulh z18.s, z18.s, z4.s\n" + ".inst 0x04a47673 // sqrdmulh z19.s, z19.s, z4.s\n" + ".inst 0x04a47694 // sqrdmulh z20.s, z20.s, z4.s\n" + ".inst 0x04a476b5 // sqrdmulh z21.s, z21.s, z4.s\n" + ".inst 0x04a476d6 // sqrdmulh z22.s, z22.s, z4.s\n" + ".inst 0x04a476f7 // sqrdmulh z23.s, z23.s, z4.s\n" + ".inst 0x04a47718 // sqrdmulh z24.s, z24.s, z4.s\n" + ".inst 0x04a47739 // sqrdmulh z25.s, z25.s, z4.s\n" + ".inst 0x04a4775a // sqrdmulh z26.s, z26.s, z4.s\n" + ".inst 0x04a4777b // sqrdmulh z27.s, z27.s, z4.s\n" + ".inst 0x04a4779c // sqrdmulh z28.s, z28.s, z4.s\n" + ".inst 0x04a477bd // sqrdmulh z29.s, z29.s, z4.s\n" + ".inst 0x04a477de // sqrdmulh z30.s, z30.s, z4.s\n" + ".inst 0x04a477ff // sqrdmulh z31.s, z31.s, z4.s\n" + "tbz %x[flags], #5, 59f\n" + "and z4.d, z16.d, z0.d\n" + "asr z4.s, z4.s, #0x1f\n" + "and z5.d, z17.d, z0.d\n" + "and z6.d, z18.d, z0.d\n" + "asr z5.s, z5.s, #0x1f\n" + "and z7.d, z19.d, z0.d\n" + "and z8.d, z20.d, z0.d\n" + "asr z6.s, z6.s, #0x1f\n" + "and z9.d, z21.d, z0.d\n" + "asr z7.s, z7.s, #0x1f\n" + "sqadd z16.s, z16.s, z4.s\n" + "and z10.d, z22.d, z0.d\n" + "asr z8.s, z8.s, #0x1f\n" + "and z4.d, z23.d, z0.d\n" + "asr z9.s, z9.s, #0x1f\n" + "sqadd z17.s, z17.s, z5.s\n" + "asr z10.s, z10.s, #0x1f\n" + "sqadd z18.s, z18.s, z6.s\n" + "asr z4.s, z4.s, #0x1f\n" + "and z5.d, z24.d, z0.d\n" + "asr z5.s, z5.s, #0x1f\n" + "sqadd z19.s, z19.s, z7.s\n" + "sqadd z20.s, z20.s, z8.s\n" + "sqadd z21.s, z21.s, z9.s\n" + "sqadd z22.s, z22.s, z10.s\n" + "sqadd z23.s, z23.s, z4.s\n" + "and z6.d, z25.d, z0.d\n" + "asr z6.s, z6.s, #0x1f\n" + "sqadd z24.s, z24.s, z5.s\n" + "and z7.d, z26.d, z0.d\n" + "asr z7.s, z7.s, #0x1f\n" + "and z8.d, z27.d, z0.d\n" + "and z9.d, z28.d, z0.d\n" + "asr z8.s, z8.s, #0x1f\n" + "sqadd z25.s, z25.s, z6.s\n" + "and z10.d, z29.d, z0.d\n" + "asr z9.s, z9.s, #0x1f\n" + "and z4.d, z30.d, z0.d\n" + "asr z10.s, z10.s, #0x1f\n" + "sqadd z26.s, z26.s, z7.s\n" + "and z5.d, z31.d, z0.d\n" + "asr z4.s, z4.s, #0x1f\n" + "sqadd z27.s, z27.s, z8.s\n" + "asr z5.s, z5.s, #0x1f\n" + "sqadd z28.s, z28.s, z9.s\n" + "sqadd z29.s, z29.s, z10.s\n" + "sqadd z30.s, z30.s, z4.s\n" + "sqadd z31.s, z31.s, z5.s\n" + "59:" // Height 4: no shift correction + ".inst 0x44828810 // srshl z16.s, p2/M, z16.s, z0.s\n" + "add x19, %x[qp], %[c_offset]\n" + "ld1rw { z4.s }, p2/Z, [x19]\n" + ".inst 0x44828811 // srshl z17.s, p2/M, z17.s, z0.s\n" + "add x19, %x[qp], %[minval]\n" + ".inst 0x44828812 // srshl z18.s, p2/M, z18.s, z0.s\n" + "ld1rw { z5.s }, p2/Z, [x19]\n" + "add x19, %x[qp], %[maxval]\n" + ".inst 0x44828813 // srshl z19.s, p2/M, z19.s, z0.s\n" + "ld1rw { z6.s }, p2/Z, [x19]\n" + ".inst 0x44828814 // srshl z20.s, p2/M, z20.s, z0.s\n" + "add z16.s, z16.s, z4.s\n" + "add z17.s, z17.s, z4.s\n" + "add z18.s, z18.s, z4.s\n" + "add z19.s, z19.s, z4.s\n" + "add z20.s, z20.s, z4.s\n" + "smin z16.s, p2/M, z16.s, z6.s\n" + "smin z17.s, p2/M, z17.s, z6.s\n" + "smin z18.s, p2/M, z18.s, z6.s\n" + "smin z19.s, p2/M, z19.s, z6.s\n" + "smax z16.s, p2/M, z16.s, z5.s\n" + "smax z17.s, p2/M, z17.s, z5.s\n" + "smax z18.s, p2/M, z18.s, z5.s\n" + "smax z19.s, p2/M, z19.s, z5.s\n" + "smin z20.s, p2/M, z20.s, z6.s\n" + "uzp1 z16.h, z16.h, z17.h\n" + ".inst 0x44828815 // srshl z21.s, p2/M, z21.s, z0.s\n" + "uzp1 z17.h, z18.h, z19.h\n" + "smax z20.s, p2/M, z20.s, z5.s\n" + "uzp1 z16.b, z16.b, z17.b\n" + "st1b { z16.b }, p1, [x9]\n" + "add z21.s, z21.s, z4.s\n" + "addvl x9, x9, #1\n" + ".inst 0x44828816 // srshl z22.s, p2/M, z22.s, z0.s\n" + ".inst 0x44828817 // srshl z23.s, p2/M, z23.s, z0.s\n" + ".inst 0x44828818 // srshl z24.s, p2/M, z24.s, z0.s\n" + "smin z21.s, p2/M, z21.s, z6.s\n" + ".inst 0x44828819 // srshl z25.s, p2/M, z25.s, z0.s\n" + "add z22.s, z22.s, z4.s\n" + "add z23.s, z23.s, z4.s\n" + "add z24.s, z24.s, z4.s\n" + "add z25.s, z25.s, z4.s\n" + "smax z21.s, p2/M, z21.s, z5.s\n" + "smin z22.s, p2/M, z22.s, z6.s\n" + "smin z23.s, p2/M, z23.s, z6.s\n" + "smin z24.s, p2/M, z24.s, z6.s\n" + "uzp1 z20.h, z20.h, z21.h\n" + "smax z22.s, p2/M, z22.s, z5.s\n" + "smax z23.s, p2/M, z23.s, z5.s\n" + "smax z24.s, p2/M, z24.s, z5.s\n" + "smin z25.s, p2/M, z25.s, z6.s\n" + ".inst 0x4482881a // srshl z26.s, p2/M, z26.s, z0.s\n" + "uzp1 z21.h, z22.h, z23.h\n" + ".inst 0x4482881b // srshl z27.s, p2/M, z27.s, z0.s\n" + "uzp1 z20.b, z20.b, z21.b\n" + "st1b { z20.b }, p1, [x25]\n" + "add z26.s, z26.s, z4.s\n" + "addvl x25, x25, #1\n" + "add z27.s, z27.s, z4.s\n" + "smax z25.s, p2/M, z25.s, z5.s\n" + ".inst 0x4482881c // srshl z28.s, p2/M, z28.s, z0.s\n" + "smin z26.s, p2/M, z26.s, z6.s\n" + "smin z27.s, p2/M, z27.s, z6.s\n" + "uzp1 z24.h, z24.h, z25.h\n" + "add z28.s, z28.s, z4.s\n" + "smax z26.s, p2/M, z26.s, z5.s\n" + "smax z27.s, p2/M, z27.s, z5.s\n" + "smin z28.s, p2/M, z28.s, z6.s\n" + ".inst 0x4482881d // srshl z29.s, p2/M, z29.s, z0.s\n" + ".inst 0x4482881e // srshl z30.s, p2/M, z30.s, z0.s\n" + "uzp1 z25.h, z26.h, z27.h\n" + "smax z28.s, p2/M, z28.s, z5.s\n" + "add z29.s, z29.s, z4.s\n" + "add z30.s, z30.s, z4.s\n" + "uzp1 z24.b, z24.b, z25.b\n" + "st1b { z24.b }, p1, [x23]\n" + "smin z29.s, p2/M, z29.s, z6.s\n" + "addvl x23, x23, #1\n" + "smin z30.s, p2/M, z30.s, z6.s\n" + ".inst 0x4482881f // srshl z31.s, p2/M, z31.s, z0.s\n" + "smax z29.s, p2/M, z29.s, z5.s\n" + "add z31.s, z31.s, z4.s\n" + "smax z30.s, p2/M, z30.s, z5.s\n" + "uzp1 z28.h, z28.h, z29.h\n" + "smin z31.s, p2/M, z31.s, z6.s\n" + "smax z31.s, p2/M, z31.s, z5.s\n" + "uzp1 z29.h, z30.h, z31.h\n" + "uzp1 z28.b, z28.b, z29.b\n" + "st1b { z28.b }, p1, [x21]\n" + "addvl x21, x21, #1\n" + "60:" // Height 4: Writeback done + "mov x19, #0x0\n" + "incw x19, ALL, MUL #4\n" + "subs x12, x12, x19\n" + "bgt 48b\n" + "subs %x[M], %x[M], #0x4\n" + "beq 62f\n" + "ldr x20, [%x[args_ptr], %[offsetof_input_offset]]\n" + "tbz %x[flags], #3, 61f\n" + "add x20, x20, #0x4\n" + "str x20, [%x[args_ptr], %[offsetof_input_offset]]\n" + "b 1b\n" + "61:" // Update direct input + "mov x19, #0x4\n" + "madd %x[input_ptr], x19, x20, %x[input_ptr]\n" + "b 1b\n" + "62:" // Exit + + : [M] "+r" (M), [flags] "+r" (flags), [input_ptr] "+r" (input_ptr), [output_ptr] "+r" (output_ptr) + : [args_ptr] "r" (&ka), [b_offset] "I" (offsetof(Requantize32, b_offset)), [c_offset] "I" (offsetof(Requantize32, c_offset)), [col_bias] "r" (col_bias), [maxval] "I" (offsetof(Requantize32, maxval)), [minval] "I" (offsetof(Requantize32, minval)), [offsetof_B_ptr] "I" (offsetof(KernelArgs, B_ptr)), [offsetof_N] "I" (offsetof(KernelArgs, N)), [offsetof_input_initial_col] "I" (offsetof(KernelArgs, input_initial_col)), [offsetof_input_offset] "I" (offsetof(KernelArgs, input_offset)), [offsetof_num_strings] "I" (offsetof(KernelArgs, num_strings)), [offsetof_output_offset] "I" (offsetof(KernelArgs, output_offset)), [offsetof_string_lengths] "I" (offsetof(KernelArgs, string_lengths)), [per_layer_mul] "I" (offsetof(Requantize32, per_layer_mul)), [per_layer_right_shift] "I" (offsetof(Requantize32, per_layer_right_shift)), [qp] "r" (qp) + : "cc", "memory", "p0", "p1", "p2", "x9", "x10", "x11", "x12", "x19", "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_FEATURE_SVE -- cgit v1.2.1