/* * Copyright (c) 2021 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 "arm_gemm.hpp" #include "../../utils.hpp" #include "../../bfloat.hpp" #include #include namespace arm_gemm { void sve_hybrid_bf16fp32_mmla_6x4VL ( unsigned int num_strings, const unsigned int *string_lengths, IndirectInputArg A_arg, size_t M, size_t N, const bfloat16 *B_ptr, IndirectOutputArg output_arg, const float *bias, Activation act, bool accumulate ) { struct KernelArgs { float maxval = static_cast(std::numeric_limits::infinity()); float minval = - static_cast(std::numeric_limits::infinity()); unsigned int num_strings = {}; const unsigned int *string_lengths = {}; size_t N = {}; const bfloat16 *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; } if (accumulate) { flags |= 0x1; } ka.num_strings = num_strings; ka.string_lengths = string_lengths; ka.N = N; ka.B_ptr = B_ptr; switch(act.type) { default: case Activation::Type::None: break; case Activation::Type::BoundedReLU: ka.maxval = static_cast(act.param1); /* fall through */ case Activation::Type::ReLU: ka.minval = 0; flags |= 0x2; break; } __asm__ __volatile__( "ptrue p5.b\n" "1:" // Row loop "cmp %x[M], #0x6\n" "bge 66f\n" "cmp %x[M], #0x4\n" "bgt 53f\n" "beq 40f\n" "cmp %x[M], #0x2\n" "bgt 27f\n" "beq 14f\n" "ldr x11, [%x[args_ptr], %[offsetof_N]]\n" "ldr x10, [%x[args_ptr], %[offsetof_B_ptr]]\n" "mov x9, %x[bias]\n" "mov x28, %x[output_ptr]\n" "2:" // Height 1: Column loop "mov x19, #0x0\n" "whilelt p4.s, x19, x11\n" "incw x19\n" "whilelt p3.s, x19, x11\n" "incw x19\n" "whilelt p2.s, x19, x11\n" "incw x19\n" "whilelt p1.s, x19, x11\n" "cbz x9, 3f\n" "ld1w { z8.s }, p5/Z, [x9]\n" "zip2 z12.d, z8.d, z8.d\n" "ld1w { z9.s }, p5/Z, [x9, #1, MUL VL]\n" "zip1 z8.d, z8.d, z8.d\n" "ld1w { z10.s }, p5/Z, [x9, #2, MUL VL]\n" "ld1w { z11.s }, p5/Z, [x9, #3, MUL VL]\n" "zip2 z13.d, z9.d, z9.d\n" "addvl x9, x9, #4\n" "zip1 z9.d, z9.d, z9.d\n" "zip2 z14.d, z10.d, z10.d\n" "zip1 z10.d, z10.d, z10.d\n" "zip2 z15.d, z11.d, z11.d\n" "zip1 z11.d, z11.d, z11.d\n" "b 5f\n" "3:" // Height 1: no bias "tbz %x[flags], #0, 4f\n" "ld1w { z9.s }, p4/Z, [x28]\n" "zip1 z8.d, z9.d, z12.d\n" "ld1w { z10.s }, p3/Z, [x28, #1, MUL VL]\n" "zip2 z12.d, z9.d, z12.d\n" "ld1w { z11.s }, p2/Z, [x28, #2, MUL VL]\n" "ld1w { z16.s }, p1/Z, [x28, #3, MUL VL]\n" "zip1 z9.d, z10.d, z13.d\n" "zip2 z13.d, z10.d, z13.d\n" "zip1 z10.d, z11.d, z14.d\n" "zip2 z14.d, z11.d, z14.d\n" "zip1 z11.d, z16.d, z15.d\n" "zip2 z15.d, z16.d, z15.d\n" "b 5f\n" "4:" // Height 1: no accumulate "mov z8.b, #0x0\n" "mov z9.b, #0x0\n" "mov z10.b, #0x0\n" "mov z11.b, #0x0\n" "mov z12.b, #0x0\n" "mov z13.b, #0x0\n" "mov z14.b, #0x0\n" "mov z15.b, #0x0\n" "5:" // Height 1: setup done "mov x27, #0x0\n" "6:" // Height 1: String loop "ldr x20, [%x[args_ptr], %[offsetof_string_lengths]]\n" "ldr x19, [%x[args_ptr], %[offsetof_input_offset]]\n" "ldr w26, [x20, x27, LSL #0x2]\n" "tbz %x[flags], #3, 7f\n" "ldr x20, [%x[input_ptr], x27, LSL #0x3]\n" "add x20, x20, x19, LSL #3\n" "ldr x25, [x20, #0x0]\n" "cbnz x27, 8f\n" "ldr x19, [%x[args_ptr], %[offsetof_input_initial_col]]\n" "add x25, x25, x19, LSL #1\n" "b 8f\n" "7:" // Height 1: setup direct input "mov x25, %x[input_ptr]\n" "8:" // Height 1: input setup done "cmp x26, #0x8\n" "ble 10f\n" "9:" // Height 1: Multiply loop: Main loop head "ld1h { z7.h }, p5/Z, [x10]\n" "whilelt p0.h, XZR, x26\n" "ld1h { z6.h }, p5/Z, [x10, #1, MUL VL]\n" "ld1rqh { z1.h }, p0/Z, [x25]\n" "trn1 z0.d, z1.d, z2.d\n" "sub x26, x26, #0x8\n" "trn2 z1.d, z1.d, z2.d\n" "cmp x26, #0x8\n" "add x25, x25, #0x10\n" ".inst 0x6467e408 // bfmmla z8.s, z0.h, z7.h\n" "ld1h { z7.h }, p5/Z, [x10, #2, MUL VL]\n" ".inst 0x6466e40c // bfmmla z12.s, z0.h, z6.h\n" "ld1h { z6.h }, p5/Z, [x10, #3, MUL VL]\n" ".inst 0x6467e409 // bfmmla z9.s, z0.h, z7.h\n" "ld1h { z7.h }, p5/Z, [x10, #4, MUL VL]\n" ".inst 0x6466e40d // bfmmla z13.s, z0.h, z6.h\n" "ld1h { z6.h }, p5/Z, [x10, #5, MUL VL]\n" ".inst 0x6467e40a // bfmmla z10.s, z0.h, z7.h\n" "ld1h { z7.h }, p5/Z, [x10, #6, MUL VL]\n" ".inst 0x6466e40e // bfmmla z14.s, z0.h, z6.h\n" "ld1h { z6.h }, p5/Z, [x10, #7, MUL VL]\n" "addvl x10, x10, #16\n" ".inst 0x6467e40b // bfmmla z11.s, z0.h, z7.h\n" "ld1h { z7.h }, p5/Z, [x10, #-8, MUL VL]\n" ".inst 0x6466e40f // bfmmla z15.s, z0.h, z6.h\n" "ld1h { z6.h }, p5/Z, [x10, #-7, MUL VL]\n" ".inst 0x6467e428 // bfmmla z8.s, z1.h, z7.h\n" "ld1h { z7.h }, p5/Z, [x10, #-6, MUL VL]\n" ".inst 0x6466e42c // bfmmla z12.s, z1.h, z6.h\n" "ld1h { z6.h }, p5/Z, [x10, #-5, MUL VL]\n" ".inst 0x6467e429 // bfmmla z9.s, z1.h, z7.h\n" "ld1h { z7.h }, p5/Z, [x10, #-4, MUL VL]\n" ".inst 0x6466e42d // bfmmla z13.s, z1.h, z6.h\n" "ld1h { z6.h }, p5/Z, [x10, #-3, MUL VL]\n" ".inst 0x6467e42a // bfmmla z10.s, z1.h, z7.h\n" "ld1h { z7.h }, p5/Z, [x10, #-2, MUL VL]\n" ".inst 0x6466e42e // bfmmla z14.s, z1.h, z6.h\n" "ld1h { z6.h }, p5/Z, [x10, #-1, MUL VL]\n" ".inst 0x6467e42b // bfmmla z11.s, z1.h, z7.h\n" ".inst 0x6466e42f // bfmmla z15.s, z1.h, z6.h\n" "bgt 9b\n" "10:" // Height 1: Multiply loop: Single iteration only "ld1h { z7.h }, p5/Z, [x10]\n" "whilelt p0.h, XZR, x26\n" "ld1h { z6.h }, p5/Z, [x10, #1, MUL VL]\n" "ld1rqh { z1.h }, p0/Z, [x25]\n" "trn1 z0.d, z1.d, z2.d\n" "subs x26, x26, #0x4\n" "trn2 z1.d, z1.d, z2.d\n" ".inst 0x6467e408 // bfmmla z8.s, z0.h, z7.h\n" "ld1h { z7.h }, p5/Z, [x10, #2, MUL VL]\n" ".inst 0x6466e40c // bfmmla z12.s, z0.h, z6.h\n" "ld1h { z6.h }, p5/Z, [x10, #3, MUL VL]\n" ".inst 0x6467e409 // bfmmla z9.s, z0.h, z7.h\n" "ld1h { z7.h }, p5/Z, [x10, #4, MUL VL]\n" ".inst 0x6466e40d // bfmmla z13.s, z0.h, z6.h\n" "ld1h { z6.h }, p5/Z, [x10, #5, MUL VL]\n" ".inst 0x6467e40a // bfmmla z10.s, z0.h, z7.h\n" "ld1h { z7.h }, p5/Z, [x10, #6, MUL VL]\n" ".inst 0x6466e40e // bfmmla z14.s, z0.h, z6.h\n" "ld1h { z6.h }, p5/Z, [x10, #7, MUL VL]\n" "addvl x10, x10, #8\n" ".inst 0x6467e40b // bfmmla z11.s, z0.h, z7.h\n" ".inst 0x6466e40f // bfmmla z15.s, z0.h, z6.h\n" "ble 11f\n" "ld1h { z7.h }, p5/Z, [x10]\n" ".inst 0x6467e428 // bfmmla z8.s, z1.h, z7.h\n" "ld1h { z6.h }, p5/Z, [x10, #1, MUL VL]\n" "ld1h { z7.h }, p5/Z, [x10, #2, MUL VL]\n" ".inst 0x6466e42c // bfmmla z12.s, z1.h, z6.h\n" "ld1h { z6.h }, p5/Z, [x10, #3, MUL VL]\n" ".inst 0x6467e429 // bfmmla z9.s, z1.h, z7.h\n" "ld1h { z7.h }, p5/Z, [x10, #4, MUL VL]\n" ".inst 0x6466e42d // bfmmla z13.s, z1.h, z6.h\n" "ld1h { z6.h }, p5/Z, [x10, #5, MUL VL]\n" ".inst 0x6467e42a // bfmmla z10.s, z1.h, z7.h\n" "ld1h { z7.h }, p5/Z, [x10, #6, MUL VL]\n" ".inst 0x6466e42e // bfmmla z14.s, z1.h, z6.h\n" "ld1h { z6.h }, p5/Z, [x10, #7, MUL VL]\n" "addvl x10, x10, #8\n" ".inst 0x6467e42b // bfmmla z11.s, z1.h, z7.h\n" ".inst 0x6466e42f // bfmmla z15.s, z1.h, z6.h\n" "11:" // Height 1: Multiply loop: multiply skip "ldr w19, [%x[args_ptr], %[offsetof_num_strings]]\n" "add x27, x27, #0x1\n" "cmp x27, x19\n" "bne 6b\n" "uzp1 z8.d, z8.d, z12.d\n" "uzp1 z9.d, z9.d, z13.d\n" "uzp1 z10.d, z10.d, z14.d\n" "uzp1 z11.d, z11.d, z15.d\n" "tbz %x[flags], #1, 12f\n" "add x19, %x[args_ptr], %[offset_min]\n" "ld1rw { z1.s }, p5/Z, [x19]\n" "add x19, %x[args_ptr], %[offset_max]\n" "ld1rw { z0.s }, p5/Z, [x19]\n" "fmin z8.s, p5/M, z8.s, z0.s\n" "fmin z9.s, p5/M, z9.s, z0.s\n" "fmin z10.s, p5/M, z10.s, z0.s\n" "fmin z11.s, p5/M, z11.s, z0.s\n" "fmax z8.s, p5/M, z8.s, z1.s\n" "fmax z9.s, p5/M, z9.s, z1.s\n" "fmax z10.s, p5/M, z10.s, z1.s\n" "fmax z11.s, p5/M, z11.s, z1.s\n" "12:" // Height 1: No activation "st1w { z8.s }, p4, [x28]\n" "st1w { z9.s }, p3, [x28, #1, MUL VL]\n" "st1w { z10.s }, p2, [x28, #2, MUL VL]\n" "st1w { z11.s }, p1, [x28, #3, MUL VL]\n" "addvl x28, x28, #4\n" "13:" // Height 1: Writeback done "decw x11, ALL, MUL #4\n" "cmp x11, XZR\n" "bgt 2b\n" "b 80f\n" "14:" // Height 2 "ldr x11, [%x[args_ptr], %[offsetof_N]]\n" "mov x9, %x[bias]\n" "ldr x10, [%x[args_ptr], %[offsetof_B_ptr]]\n" "mov x28, %x[output_ptr]\n" "15:" // Height 2: Column loop "mov x19, #0x0\n" "whilelt p4.s, x19, x11\n" "incw x19\n" "whilelt p3.s, x19, x11\n" "incw x19\n" "whilelt p2.s, x19, x11\n" "incw x19\n" "whilelt p1.s, x19, x11\n" "cbz x9, 16f\n" "ld1w { z8.s }, p5/Z, [x9]\n" "zip2 z12.d, z8.d, z8.d\n" "ld1w { z9.s }, p5/Z, [x9, #1, MUL VL]\n" "zip1 z8.d, z8.d, z8.d\n" "ld1w { z10.s }, p5/Z, [x9, #2, MUL VL]\n" "ld1w { z11.s }, p5/Z, [x9, #3, MUL VL]\n" "zip2 z13.d, z9.d, z9.d\n" "addvl x9, x9, #4\n" "zip1 z9.d, z9.d, z9.d\n" "zip2 z14.d, z10.d, z10.d\n" "zip1 z10.d, z10.d, z10.d\n" "zip2 z15.d, z11.d, z11.d\n" "zip1 z11.d, z11.d, z11.d\n" "b 18f\n" "16:" // Height 2: no bias "tbz %x[flags], #0, 17f\n" "ldr x19, [%x[args_ptr], %[offsetof_output_offset]]\n" "ld1w { z9.s }, p4/Z, [x28]\n" "add x24, x28, x19, LSL #2\n" "ld1w { z10.s }, p3/Z, [x28, #1, MUL VL]\n" "ld1w { z11.s }, p2/Z, [x28, #2, MUL VL]\n" "ld1w { z16.s }, p1/Z, [x28, #3, MUL VL]\n" "ld1w { z12.s }, p4/Z, [x24]\n" "zip1 z8.d, z9.d, z12.d\n" "ld1w { z13.s }, p3/Z, [x24, #1, MUL VL]\n" "zip2 z12.d, z9.d, z12.d\n" "ld1w { z14.s }, p2/Z, [x24, #2, MUL VL]\n" "ld1w { z15.s }, p1/Z, [x24, #3, MUL VL]\n" "zip1 z9.d, z10.d, z13.d\n" "zip2 z13.d, z10.d, z13.d\n" "zip1 z10.d, z11.d, z14.d\n" "zip2 z14.d, z11.d, z14.d\n" "zip1 z11.d, z16.d, z15.d\n" "zip2 z15.d, z16.d, z15.d\n" "b 18f\n" "17:" // Height 2: no accumulate "mov z8.b, #0x0\n" "mov z9.b, #0x0\n" "mov z10.b, #0x0\n" "mov z11.b, #0x0\n" "mov z12.b, #0x0\n" "mov z13.b, #0x0\n" "mov z14.b, #0x0\n" "mov z15.b, #0x0\n" "18:" // Height 2: setup done "mov x27, #0x0\n" "19:" // Height 2: String loop "ldr x20, [%x[args_ptr], %[offsetof_string_lengths]]\n" "ldr x19, [%x[args_ptr], %[offsetof_input_offset]]\n" "ldr w26, [x20, x27, LSL #0x2]\n" "tbz %x[flags], #3, 20f\n" "ldr x20, [%x[input_ptr], x27, LSL #0x3]\n" "add x20, x20, x19, LSL #3\n" "ldr x25, [x20, #0x0]\n" "ldr x24, [x20, #0x8]\n" "cbnz x27, 21f\n" "ldr x19, [%x[args_ptr], %[offsetof_input_initial_col]]\n" "add x25, x25, x19, LSL #1\n" "add x24, x24, x19, LSL #1\n" "b 21f\n" "20:" // Height 2: setup direct input "mov x25, %x[input_ptr]\n" "add x24, x25, x19, LSL #1\n" "21:" // Height 2: input setup done "cmp x26, #0x8\n" "ble 23f\n" "22:" // Height 2: Multiply loop: Main loop head "ld1h { z7.h }, p5/Z, [x10]\n" "whilelt p0.h, XZR, x26\n" "ld1h { z6.h }, p5/Z, [x10, #1, MUL VL]\n" "sub x26, x26, #0x8\n" "ld1rqh { z1.h }, p0/Z, [x25]\n" "cmp x26, #0x8\n" "ld1rqh { z2.h }, p0/Z, [x24]\n" "trn1 z0.d, z1.d, z2.d\n" "add x25, x25, #0x10\n" "trn2 z1.d, z1.d, z2.d\n" "add x24, x24, #0x10\n" ".inst 0x6467e408 // bfmmla z8.s, z0.h, z7.h\n" "ld1h { z7.h }, p5/Z, [x10, #2, MUL VL]\n" ".inst 0x6466e40c // bfmmla z12.s, z0.h, z6.h\n" "ld1h { z6.h }, p5/Z, [x10, #3, MUL VL]\n" ".inst 0x6467e409 // bfmmla z9.s, z0.h, z7.h\n" "ld1h { z7.h }, p5/Z, [x10, #4, MUL VL]\n" ".inst 0x6466e40d // bfmmla z13.s, z0.h, z6.h\n" "ld1h { z6.h }, p5/Z, [x10, #5, MUL VL]\n" ".inst 0x6467e40a // bfmmla z10.s, z0.h, z7.h\n" "ld1h { z7.h }, p5/Z, [x10, #6, MUL VL]\n" ".inst 0x6466e40e // bfmmla z14.s, z0.h, z6.h\n" "ld1h { z6.h }, p5/Z, [x10, #7, MUL VL]\n" "addvl x10, x10, #16\n" ".inst 0x6467e40b // bfmmla z11.s, z0.h, z7.h\n" "ld1h { z7.h }, p5/Z, [x10, #-8, MUL VL]\n" ".inst 0x6466e40f // bfmmla z15.s, z0.h, z6.h\n" "ld1h { z6.h }, p5/Z, [x10, #-7, MUL VL]\n" ".inst 0x6467e428 // bfmmla z8.s, z1.h, z7.h\n" "ld1h { z7.h }, p5/Z, [x10, #-6, MUL VL]\n" ".inst 0x6466e42c // bfmmla z12.s, z1.h, z6.h\n" "ld1h { z6.h }, p5/Z, [x10, #-5, MUL VL]\n" ".inst 0x6467e429 // bfmmla z9.s, z1.h, z7.h\n" "ld1h { z7.h }, p5/Z, [x10, #-4, MUL VL]\n" ".inst 0x6466e42d // bfmmla z13.s, z1.h, z6.h\n" "ld1h { z6.h }, p5/Z, [x10, #-3, MUL VL]\n" ".inst 0x6467e42a // bfmmla z10.s, z1.h, z7.h\n" "ld1h { z7.h }, p5/Z, [x10, #-2, MUL VL]\n" ".inst 0x6466e42e // bfmmla z14.s, z1.h, z6.h\n" "ld1h { z6.h }, p5/Z, [x10, #-1, MUL VL]\n" ".inst 0x6467e42b // bfmmla z11.s, z1.h, z7.h\n" ".inst 0x6466e42f // bfmmla z15.s, z1.h, z6.h\n" "bgt 22b\n" "23:" // Height 2: Multiply loop: Single iteration only "ld1h { z7.h }, p5/Z, [x10]\n" "whilelt p0.h, XZR, x26\n" "ld1h { z6.h }, p5/Z, [x10, #1, MUL VL]\n" "subs x26, x26, #0x4\n" "ld1rqh { z1.h }, p0/Z, [x25]\n" "ld1rqh { z2.h }, p0/Z, [x24]\n" "trn1 z0.d, z1.d, z2.d\n" "trn2 z1.d, z1.d, z2.d\n" ".inst 0x6467e408 // bfmmla z8.s, z0.h, z7.h\n" "ld1h { z7.h }, p5/Z, [x10, #2, MUL VL]\n" ".inst 0x6466e40c // bfmmla z12.s, z0.h, z6.h\n" "ld1h { z6.h }, p5/Z, [x10, #3, MUL VL]\n" ".inst 0x6467e409 // bfmmla z9.s, z0.h, z7.h\n" "ld1h { z7.h }, p5/Z, [x10, #4, MUL VL]\n" ".inst 0x6466e40d // bfmmla z13.s, z0.h, z6.h\n" "ld1h { z6.h }, p5/Z, [x10, #5, MUL VL]\n" ".inst 0x6467e40a // bfmmla z10.s, z0.h, z7.h\n" "ld1h { z7.h }, p5/Z, [x10, #6, MUL VL]\n" ".inst 0x6466e40e // bfmmla z14.s, z0.h, z6.h\n" "ld1h { z6.h }, p5/Z, [x10, #7, MUL VL]\n" "addvl x10, x10, #8\n" ".inst 0x6467e40b // bfmmla z11.s, z0.h, z7.h\n" ".inst 0x6466e40f // bfmmla z15.s, z0.h, z6.h\n" "ble 24f\n" "ld1h { z7.h }, p5/Z, [x10]\n" ".inst 0x6467e428 // bfmmla z8.s, z1.h, z7.h\n" "ld1h { z6.h }, p5/Z, [x10, #1, MUL VL]\n" "ld1h { z7.h }, p5/Z, [x10, #2, MUL VL]\n" ".inst 0x6466e42c // bfmmla z12.s, z1.h, z6.h\n" "ld1h { z6.h }, p5/Z, [x10, #3, MUL VL]\n" ".inst 0x6467e429 // bfmmla z9.s, z1.h, z7.h\n" "ld1h { z7.h }, p5/Z, [x10, #4, MUL VL]\n" ".inst 0x6466e42d // bfmmla z13.s, z1.h, z6.h\n" "ld1h { z6.h }, p5/Z, [x10, #5, MUL VL]\n" ".inst 0x6467e42a // bfmmla z10.s, z1.h, z7.h\n" "ld1h { z7.h }, p5/Z, [x10, #6, MUL VL]\n" ".inst 0x6466e42e // bfmmla z14.s, z1.h, z6.h\n" "ld1h { z6.h }, p5/Z, [x10, #7, MUL VL]\n" "addvl x10, x10, #8\n" ".inst 0x6467e42b // bfmmla z11.s, z1.h, z7.h\n" ".inst 0x6466e42f // bfmmla z15.s, z1.h, z6.h\n" "24:" // Height 2: Multiply loop: multiply skip "ldr w19, [%x[args_ptr], %[offsetof_num_strings]]\n" "add x27, x27, #0x1\n" "cmp x27, x19\n" "bne 19b\n" "uzp1 z7.d, z8.d, z12.d\n" "ldr x19, [%x[args_ptr], %[offsetof_output_offset]]\n" "uzp2 z8.d, z8.d, z12.d\n" "add x24, x28, x19, LSL #2\n" "uzp1 z12.d, z9.d, z13.d\n" "uzp2 z9.d, z9.d, z13.d\n" "uzp1 z13.d, z10.d, z14.d\n" "uzp2 z10.d, z10.d, z14.d\n" "uzp1 z14.d, z11.d, z15.d\n" "uzp2 z11.d, z11.d, z15.d\n" "tbz %x[flags], #1, 25f\n" "add x19, %x[args_ptr], %[offset_min]\n" "ld1rw { z1.s }, p5/Z, [x19]\n" "add x19, %x[args_ptr], %[offset_max]\n" "ld1rw { z0.s }, p5/Z, [x19]\n" "fmin z7.s, p5/M, z7.s, z0.s\n" "fmin z12.s, p5/M, z12.s, z0.s\n" "fmin z13.s, p5/M, z13.s, z0.s\n" "fmin z14.s, p5/M, z14.s, z0.s\n" "fmin z8.s, p5/M, z8.s, z0.s\n" "fmax z7.s, p5/M, z7.s, z1.s\n" "fmax z12.s, p5/M, z12.s, z1.s\n" "fmax z13.s, p5/M, z13.s, z1.s\n" "fmax z14.s, p5/M, z14.s, z1.s\n" "fmax z8.s, p5/M, z8.s, z1.s\n" "fmin z9.s, p5/M, z9.s, z0.s\n" "fmin z10.s, p5/M, z10.s, z0.s\n" "fmin z11.s, p5/M, z11.s, z0.s\n" "fmax z9.s, p5/M, z9.s, z1.s\n" "fmax z10.s, p5/M, z10.s, z1.s\n" "fmax z11.s, p5/M, z11.s, z1.s\n" "25:" // Height 2: No activation "st1w { z7.s }, p4, [x28]\n" "st1w { z12.s }, p3, [x28, #1, MUL VL]\n" "st1w { z13.s }, p2, [x28, #2, MUL VL]\n" "st1w { z14.s }, p1, [x28, #3, MUL VL]\n" "addvl x28, x28, #4\n" "st1w { z8.s }, p4, [x24]\n" "st1w { z9.s }, p3, [x24, #1, MUL VL]\n" "st1w { z10.s }, p2, [x24, #2, MUL VL]\n" "st1w { z11.s }, p1, [x24, #3, MUL VL]\n" "26:" // Height 2: Writeback done "decw x11, ALL, MUL #4\n" "cmp x11, XZR\n" "bgt 15b\n" "b 80f\n" "27:" // Height 3 "ldr x11, [%x[args_ptr], %[offsetof_N]]\n" "mov x9, %x[bias]\n" "ldr x10, [%x[args_ptr], %[offsetof_B_ptr]]\n" "mov x28, %x[output_ptr]\n" "28:" // Height 3: Column loop "mov x19, #0x0\n" "whilelt p4.s, x19, x11\n" "incw x19\n" "whilelt p3.s, x19, x11\n" "incw x19\n" "whilelt p2.s, x19, x11\n" "incw x19\n" "whilelt p1.s, x19, x11\n" "cbz x9, 29f\n" "ld1w { z8.s }, p5/Z, [x9]\n" "zip2 z12.d, z8.d, z8.d\n" "ld1w { z9.s }, p5/Z, [x9, #1, MUL VL]\n" "zip1 z8.d, z8.d, z8.d\n" "ld1w { z10.s }, p5/Z, [x9, #2, MUL VL]\n" "mov z16.d, z8.d\n" "ld1w { z11.s }, p5/Z, [x9, #3, MUL VL]\n" "addvl x9, x9, #4\n" "zip2 z13.d, z9.d, z9.d\n" "zip1 z9.d, z9.d, z9.d\n" "zip2 z14.d, z10.d, z10.d\n" "zip1 z10.d, z10.d, z10.d\n" "zip2 z15.d, z11.d, z11.d\n" "zip1 z11.d, z11.d, z11.d\n" "mov z20.d, z12.d\n" "mov z17.d, z9.d\n" "mov z21.d, z13.d\n" "mov z18.d, z10.d\n" "mov z22.d, z14.d\n" "mov z19.d, z11.d\n" "mov z23.d, z15.d\n" "b 31f\n" "29:" // Height 3: no bias "tbz %x[flags], #0, 30f\n" "ldr x19, [%x[args_ptr], %[offsetof_output_offset]]\n" "ld1w { z9.s }, p4/Z, [x28]\n" "add x24, x28, x19, LSL #2\n" "ld1w { z10.s }, p3/Z, [x28, #1, MUL VL]\n" "ld1w { z11.s }, p2/Z, [x28, #2, MUL VL]\n" "add x23, x24, x19, LSL #2\n" "ld1w { z16.s }, p1/Z, [x28, #3, MUL VL]\n" "ld1w { z12.s }, p4/Z, [x24]\n" "zip1 z8.d, z9.d, z12.d\n" "ld1w { z13.s }, p3/Z, [x24, #1, MUL VL]\n" "zip2 z12.d, z9.d, z12.d\n" "ld1w { z14.s }, p2/Z, [x24, #2, MUL VL]\n" "ld1w { z15.s }, p1/Z, [x24, #3, MUL VL]\n" "zip1 z9.d, z10.d, z13.d\n" "ld1w { z17.s }, p4/Z, [x23]\n" "zip2 z13.d, z10.d, z13.d\n" "ld1w { z18.s }, p3/Z, [x23, #1, MUL VL]\n" "zip1 z10.d, z11.d, z14.d\n" "ld1w { z19.s }, p2/Z, [x23, #2, MUL VL]\n" "zip2 z14.d, z11.d, z14.d\n" "ld1w { z24.s }, p1/Z, [x23, #3, MUL VL]\n" "zip1 z11.d, z16.d, z15.d\n" "zip2 z15.d, z16.d, z15.d\n" "zip1 z16.d, z17.d, z20.d\n" "zip2 z20.d, z17.d, z20.d\n" "zip1 z17.d, z18.d, z21.d\n" "zip2 z21.d, z18.d, z21.d\n" "zip1 z18.d, z19.d, z22.d\n" "zip2 z22.d, z19.d, z22.d\n" "zip1 z19.d, z24.d, z23.d\n" "zip2 z23.d, z24.d, z23.d\n" "b 31f\n" "30:" // Height 3: no accumulate "mov z8.b, #0x0\n" "mov z9.b, #0x0\n" "mov z10.b, #0x0\n" "mov z11.b, #0x0\n" "mov z12.b, #0x0\n" "mov z13.b, #0x0\n" "mov z14.b, #0x0\n" "mov z15.b, #0x0\n" "mov z16.b, #0x0\n" "mov z17.b, #0x0\n" "mov z18.b, #0x0\n" "mov z19.b, #0x0\n" "mov z20.b, #0x0\n" "mov z21.b, #0x0\n" "mov z22.b, #0x0\n" "mov z23.b, #0x0\n" "31:" // Height 3: setup done "mov x27, #0x0\n" "32:" // Height 3: String loop "ldr x20, [%x[args_ptr], %[offsetof_string_lengths]]\n" "ldr x19, [%x[args_ptr], %[offsetof_input_offset]]\n" "ldr w26, [x20, x27, LSL #0x2]\n" "tbz %x[flags], #3, 33f\n" "ldr x20, [%x[input_ptr], x27, LSL #0x3]\n" "add x20, x20, x19, LSL #3\n" "ldr x25, [x20, #0x0]\n" "ldr x24, [x20, #0x8]\n" "ldr x23, [x20, #0x10]\n" "cbnz x27, 34f\n" "ldr x19, [%x[args_ptr], %[offsetof_input_initial_col]]\n" "add x25, x25, x19, LSL #1\n" "add x24, x24, x19, LSL #1\n" "add x23, x23, x19, LSL #1\n" "b 34f\n" "33:" // Height 3: setup direct input "mov x25, %x[input_ptr]\n" "add x24, x25, x19, LSL #1\n" "add x23, x24, x19, LSL #1\n" "34:" // Height 3: input setup done "cmp x26, #0x8\n" "ble 36f\n" "35:" // Height 3: Multiply loop: Main loop head "ld1h { z7.h }, p5/Z, [x10]\n" "whilelt p0.h, XZR, x26\n" "ld1h { z6.h }, p5/Z, [x10, #1, MUL VL]\n" "ld1rqh { z1.h }, p0/Z, [x25]\n" "sub x26, x26, #0x8\n" "ld1rqh { z2.h }, p0/Z, [x24]\n" "trn1 z0.d, z1.d, z2.d\n" "ld1rqh { z3.h }, p0/Z, [x23]\n" "cmp x26, #0x8\n" "trn2 z1.d, z1.d, z2.d\n" "add x25, x25, #0x10\n" "add x24, x24, #0x10\n" ".inst 0x6467e408 // bfmmla z8.s, z0.h, z7.h\n" ".inst 0x6466e40c // bfmmla z12.s, z0.h, z6.h\n" "add x23, x23, #0x10\n" "trn1 z2.d, z3.d, z4.d\n" "trn2 z3.d, z3.d, z4.d\n" ".inst 0x6467e450 // bfmmla z16.s, z2.h, z7.h\n" "ld1h { z7.h }, p5/Z, [x10, #2, MUL VL]\n" ".inst 0x6466e454 // bfmmla z20.s, z2.h, z6.h\n" "ld1h { z6.h }, p5/Z, [x10, #3, MUL VL]\n" ".inst 0x6467e409 // bfmmla z9.s, z0.h, z7.h\n" ".inst 0x6467e451 // bfmmla z17.s, z2.h, z7.h\n" "ld1h { z7.h }, p5/Z, [x10, #4, MUL VL]\n" ".inst 0x6466e40d // bfmmla z13.s, z0.h, z6.h\n" ".inst 0x6466e455 // bfmmla z21.s, z2.h, z6.h\n" "ld1h { z6.h }, p5/Z, [x10, #5, MUL VL]\n" ".inst 0x6467e40a // bfmmla z10.s, z0.h, z7.h\n" ".inst 0x6467e452 // bfmmla z18.s, z2.h, z7.h\n" "ld1h { z7.h }, p5/Z, [x10, #6, MUL VL]\n" ".inst 0x6466e40e // bfmmla z14.s, z0.h, z6.h\n" ".inst 0x6466e456 // bfmmla z22.s, z2.h, z6.h\n" "ld1h { z6.h }, p5/Z, [x10, #7, MUL VL]\n" "addvl x10, x10, #16\n" ".inst 0x6467e40b // bfmmla z11.s, z0.h, z7.h\n" ".inst 0x6467e453 // bfmmla z19.s, z2.h, z7.h\n" "ld1h { z7.h }, p5/Z, [x10, #-8, MUL VL]\n" ".inst 0x6466e40f // bfmmla z15.s, z0.h, z6.h\n" ".inst 0x6466e457 // bfmmla z23.s, z2.h, z6.h\n" "ld1h { z6.h }, p5/Z, [x10, #-7, MUL VL]\n" ".inst 0x6467e428 // bfmmla z8.s, z1.h, z7.h\n" ".inst 0x6467e470 // bfmmla z16.s, z3.h, z7.h\n" "ld1h { z7.h }, p5/Z, [x10, #-6, MUL VL]\n" ".inst 0x6466e42c // bfmmla z12.s, z1.h, z6.h\n" ".inst 0x6466e474 // bfmmla z20.s, z3.h, z6.h\n" "ld1h { z6.h }, p5/Z, [x10, #-5, MUL VL]\n" ".inst 0x6467e429 // bfmmla z9.s, z1.h, z7.h\n" ".inst 0x6467e471 // bfmmla z17.s, z3.h, z7.h\n" "ld1h { z7.h }, p5/Z, [x10, #-4, MUL VL]\n" ".inst 0x6466e42d // bfmmla z13.s, z1.h, z6.h\n" ".inst 0x6466e475 // bfmmla z21.s, z3.h, z6.h\n" "ld1h { z6.h }, p5/Z, [x10, #-3, MUL VL]\n" ".inst 0x6467e42a // bfmmla z10.s, z1.h, z7.h\n" ".inst 0x6467e472 // bfmmla z18.s, z3.h, z7.h\n" "ld1h { z7.h }, p5/Z, [x10, #-2, MUL VL]\n" ".inst 0x6466e42e // bfmmla z14.s, z1.h, z6.h\n" ".inst 0x6466e476 // bfmmla z22.s, z3.h, z6.h\n" "ld1h { z6.h }, p5/Z, [x10, #-1, MUL VL]\n" ".inst 0x6467e42b // bfmmla z11.s, z1.h, z7.h\n" ".inst 0x6467e473 // bfmmla z19.s, z3.h, z7.h\n" ".inst 0x6466e42f // bfmmla z15.s, z1.h, z6.h\n" ".inst 0x6466e477 // bfmmla z23.s, z3.h, z6.h\n" "bgt 35b\n" "36:" // Height 3: Multiply loop: Single iteration only "ld1h { z7.h }, p5/Z, [x10]\n" "whilelt p0.h, XZR, x26\n" "ld1h { z6.h }, p5/Z, [x10, #1, MUL VL]\n" "ld1rqh { z1.h }, p0/Z, [x25]\n" "subs x26, x26, #0x4\n" "ld1rqh { z2.h }, p0/Z, [x24]\n" "trn1 z0.d, z1.d, z2.d\n" "ld1rqh { z3.h }, p0/Z, [x23]\n" "trn2 z1.d, z1.d, z2.d\n" ".inst 0x6467e408 // bfmmla z8.s, z0.h, z7.h\n" ".inst 0x6466e40c // bfmmla z12.s, z0.h, z6.h\n" "trn1 z2.d, z3.d, z4.d\n" "trn2 z3.d, z3.d, z4.d\n" ".inst 0x6467e450 // bfmmla z16.s, z2.h, z7.h\n" "ld1h { z7.h }, p5/Z, [x10, #2, MUL VL]\n" ".inst 0x6466e454 // bfmmla z20.s, z2.h, z6.h\n" "ld1h { z6.h }, p5/Z, [x10, #3, MUL VL]\n" ".inst 0x6467e409 // bfmmla z9.s, z0.h, z7.h\n" ".inst 0x6467e451 // bfmmla z17.s, z2.h, z7.h\n" "ld1h { z7.h }, p5/Z, [x10, #4, MUL VL]\n" ".inst 0x6466e40d // bfmmla z13.s, z0.h, z6.h\n" ".inst 0x6466e455 // bfmmla z21.s, z2.h, z6.h\n" "ld1h { z6.h }, p5/Z, [x10, #5, MUL VL]\n" ".inst 0x6467e40a // bfmmla z10.s, z0.h, z7.h\n" ".inst 0x6467e452 // bfmmla z18.s, z2.h, z7.h\n" "ld1h { z7.h }, p5/Z, [x10, #6, MUL VL]\n" ".inst 0x6466e40e // bfmmla z14.s, z0.h, z6.h\n" ".inst 0x6466e456 // bfmmla z22.s, z2.h, z6.h\n" "ld1h { z6.h }, p5/Z, [x10, #7, MUL VL]\n" "addvl x10, x10, #8\n" ".inst 0x6467e40b // bfmmla z11.s, z0.h, z7.h\n" ".inst 0x6467e453 // bfmmla z19.s, z2.h, z7.h\n" ".inst 0x6466e40f // bfmmla z15.s, z0.h, z6.h\n" ".inst 0x6466e457 // bfmmla z23.s, z2.h, z6.h\n" "ble 37f\n" "ld1h { z7.h }, p5/Z, [x10]\n" ".inst 0x6467e428 // bfmmla z8.s, z1.h, z7.h\n" "ld1h { z6.h }, p5/Z, [x10, #1, MUL VL]\n" ".inst 0x6467e470 // bfmmla z16.s, z3.h, z7.h\n" "ld1h { z7.h }, p5/Z, [x10, #2, MUL VL]\n" ".inst 0x6466e42c // bfmmla z12.s, z1.h, z6.h\n" ".inst 0x6466e474 // bfmmla z20.s, z3.h, z6.h\n" "ld1h { z6.h }, p5/Z, [x10, #3, MUL VL]\n" ".inst 0x6467e429 // bfmmla z9.s, z1.h, z7.h\n" ".inst 0x6467e471 // bfmmla z17.s, z3.h, z7.h\n" "ld1h { z7.h }, p5/Z, [x10, #4, MUL VL]\n" ".inst 0x6466e42d // bfmmla z13.s, z1.h, z6.h\n" ".inst 0x6466e475 // bfmmla z21.s, z3.h, z6.h\n" "ld1h { z6.h }, p5/Z, [x10, #5, MUL VL]\n" ".inst 0x6467e42a // bfmmla z10.s, z1.h, z7.h\n" ".inst 0x6467e472 // bfmmla z18.s, z3.h, z7.h\n" "ld1h { z7.h }, p5/Z, [x10, #6, MUL VL]\n" ".inst 0x6466e42e // bfmmla z14.s, z1.h, z6.h\n" ".inst 0x6466e476 // bfmmla z22.s, z3.h, z6.h\n" "ld1h { z6.h }, p5/Z, [x10, #7, MUL VL]\n" "addvl x10, x10, #8\n" ".inst 0x6467e42b // bfmmla z11.s, z1.h, z7.h\n" ".inst 0x6467e473 // bfmmla z19.s, z3.h, z7.h\n" ".inst 0x6466e42f // bfmmla z15.s, z1.h, z6.h\n" ".inst 0x6466e477 // bfmmla z23.s, z3.h, z6.h\n" "37:" // Height 3: Multiply loop: multiply skip "ldr w19, [%x[args_ptr], %[offsetof_num_strings]]\n" "add x27, x27, #0x1\n" "cmp x27, x19\n" "bne 32b\n" "uzp1 z7.d, z8.d, z12.d\n" "ldr x19, [%x[args_ptr], %[offsetof_output_offset]]\n" "uzp2 z8.d, z8.d, z12.d\n" "add x24, x28, x19, LSL #2\n" "uzp1 z12.d, z9.d, z13.d\n" "uzp2 z9.d, z9.d, z13.d\n" "add x23, x24, x19, LSL #2\n" "uzp1 z13.d, z10.d, z14.d\n" "uzp2 z10.d, z10.d, z14.d\n" "uzp1 z14.d, z11.d, z15.d\n" "uzp2 z11.d, z11.d, z15.d\n" "uzp1 z16.d, z16.d, z20.d\n" "uzp1 z17.d, z17.d, z21.d\n" "uzp1 z18.d, z18.d, z22.d\n" "uzp1 z19.d, z19.d, z23.d\n" "tbz %x[flags], #1, 38f\n" "add x19, %x[args_ptr], %[offset_min]\n" "ld1rw { z1.s }, p5/Z, [x19]\n" "add x19, %x[args_ptr], %[offset_max]\n" "ld1rw { z0.s }, p5/Z, [x19]\n" "fmin z7.s, p5/M, z7.s, z0.s\n" "fmin z12.s, p5/M, z12.s, z0.s\n" "fmin z13.s, p5/M, z13.s, z0.s\n" "fmin z14.s, p5/M, z14.s, z0.s\n" "fmin z8.s, p5/M, z8.s, z0.s\n" "fmax z7.s, p5/M, z7.s, z1.s\n" "fmax z12.s, p5/M, z12.s, z1.s\n" "fmax z13.s, p5/M, z13.s, z1.s\n" "fmax z14.s, p5/M, z14.s, z1.s\n" "fmax z8.s, p5/M, z8.s, z1.s\n" "fmin z9.s, p5/M, z9.s, z0.s\n" "fmin z10.s, p5/M, z10.s, z0.s\n" "fmin z11.s, p5/M, z11.s, z0.s\n" "fmin z16.s, p5/M, z16.s, z0.s\n" "fmax z9.s, p5/M, z9.s, z1.s\n" "fmax z10.s, p5/M, z10.s, z1.s\n" "fmax z11.s, p5/M, z11.s, z1.s\n" "fmax z16.s, p5/M, z16.s, z1.s\n" "fmin z17.s, p5/M, z17.s, z0.s\n" "fmin z18.s, p5/M, z18.s, z0.s\n" "fmin z19.s, p5/M, z19.s, z0.s\n" "fmax z17.s, p5/M, z17.s, z1.s\n" "fmax z18.s, p5/M, z18.s, z1.s\n" "fmax z19.s, p5/M, z19.s, z1.s\n" "38:" // Height 3: No activation "st1w { z7.s }, p4, [x28]\n" "st1w { z12.s }, p3, [x28, #1, MUL VL]\n" "st1w { z13.s }, p2, [x28, #2, MUL VL]\n" "st1w { z14.s }, p1, [x28, #3, MUL VL]\n" "addvl x28, x28, #4\n" "st1w { z8.s }, p4, [x24]\n" "st1w { z9.s }, p3, [x24, #1, MUL VL]\n" "st1w { z10.s }, p2, [x24, #2, MUL VL]\n" "st1w { z11.s }, p1, [x24, #3, MUL VL]\n" "st1w { z16.s }, p4, [x23]\n" "st1w { z17.s }, p3, [x23, #1, MUL VL]\n" "st1w { z18.s }, p2, [x23, #2, MUL VL]\n" "st1w { z19.s }, p1, [x23, #3, MUL VL]\n" "39:" // Height 3: Writeback done "decw x11, ALL, MUL #4\n" "cmp x11, XZR\n" "bgt 28b\n" "b 80f\n" "40:" // Height 4 "ldr x11, [%x[args_ptr], %[offsetof_N]]\n" "mov x9, %x[bias]\n" "ldr x10, [%x[args_ptr], %[offsetof_B_ptr]]\n" "mov x28, %x[output_ptr]\n" "41:" // Height 4: Column loop "mov x19, #0x0\n" "whilelt p4.s, x19, x11\n" "incw x19\n" "whilelt p3.s, x19, x11\n" "incw x19\n" "whilelt p2.s, x19, x11\n" "incw x19\n" "whilelt p1.s, x19, x11\n" "cbz x9, 42f\n" "ld1w { z8.s }, p5/Z, [x9]\n" "zip2 z12.d, z8.d, z8.d\n" "ld1w { z9.s }, p5/Z, [x9, #1, MUL VL]\n" "zip1 z8.d, z8.d, z8.d\n" "ld1w { z10.s }, p5/Z, [x9, #2, MUL VL]\n" "mov z16.d, z8.d\n" "ld1w { z11.s }, p5/Z, [x9, #3, MUL VL]\n" "addvl x9, x9, #4\n" "zip2 z13.d, z9.d, z9.d\n" "zip1 z9.d, z9.d, z9.d\n" "zip2 z14.d, z10.d, z10.d\n" "zip1 z10.d, z10.d, z10.d\n" "zip2 z15.d, z11.d, z11.d\n" "zip1 z11.d, z11.d, z11.d\n" "mov z20.d, z12.d\n" "mov z17.d, z9.d\n" "mov z21.d, z13.d\n" "mov z18.d, z10.d\n" "mov z22.d, z14.d\n" "mov z19.d, z11.d\n" "mov z23.d, z15.d\n" "b 44f\n" "42:" // Height 4: no bias "tbz %x[flags], #0, 43f\n" "ldr x19, [%x[args_ptr], %[offsetof_output_offset]]\n" "ld1w { z9.s }, p4/Z, [x28]\n" "add x24, x28, x19, LSL #2\n" "ld1w { z10.s }, p3/Z, [x28, #1, MUL VL]\n" "ld1w { z11.s }, p2/Z, [x28, #2, MUL VL]\n" "add x23, x24, x19, LSL #2\n" "ld1w { z16.s }, p1/Z, [x28, #3, MUL VL]\n" "add x22, x23, x19, LSL #2\n" "ld1w { z12.s }, p4/Z, [x24]\n" "zip1 z8.d, z9.d, z12.d\n" "ld1w { z13.s }, p3/Z, [x24, #1, MUL VL]\n" "zip2 z12.d, z9.d, z12.d\n" "ld1w { z14.s }, p2/Z, [x24, #2, MUL VL]\n" "ld1w { z15.s }, p1/Z, [x24, #3, MUL VL]\n" "zip1 z9.d, z10.d, z13.d\n" "ld1w { z17.s }, p4/Z, [x23]\n" "zip2 z13.d, z10.d, z13.d\n" "ld1w { z18.s }, p3/Z, [x23, #1, MUL VL]\n" "zip1 z10.d, z11.d, z14.d\n" "ld1w { z19.s }, p2/Z, [x23, #2, MUL VL]\n" "zip2 z14.d, z11.d, z14.d\n" "ld1w { z24.s }, p1/Z, [x23, #3, MUL VL]\n" "zip1 z11.d, z16.d, z15.d\n" "ld1w { z20.s }, p4/Z, [x22]\n" "zip2 z15.d, z16.d, z15.d\n" "ld1w { z21.s }, p3/Z, [x22, #1, MUL VL]\n" "ld1w { z22.s }, p2/Z, [x22, #2, MUL VL]\n" "zip1 z16.d, z17.d, z20.d\n" "ld1w { z23.s }, p1/Z, [x22, #3, MUL VL]\n" "zip2 z20.d, z17.d, z20.d\n" "zip1 z17.d, z18.d, z21.d\n" "zip2 z21.d, z18.d, z21.d\n" "zip1 z18.d, z19.d, z22.d\n" "zip2 z22.d, z19.d, z22.d\n" "zip1 z19.d, z24.d, z23.d\n" "zip2 z23.d, z24.d, z23.d\n" "b 44f\n" "43:" // Height 4: no accumulate "mov z8.b, #0x0\n" "mov z9.b, #0x0\n" "mov z10.b, #0x0\n" "mov z11.b, #0x0\n" "mov z12.b, #0x0\n" "mov z13.b, #0x0\n" "mov z14.b, #0x0\n" "mov z15.b, #0x0\n" "mov z16.b, #0x0\n" "mov z17.b, #0x0\n" "mov z18.b, #0x0\n" "mov z19.b, #0x0\n" "mov z20.b, #0x0\n" "mov z21.b, #0x0\n" "mov z22.b, #0x0\n" "mov z23.b, #0x0\n" "44:" // Height 4: setup done "mov x27, #0x0\n" "45:" // Height 4: String loop "ldr x20, [%x[args_ptr], %[offsetof_string_lengths]]\n" "ldr x19, [%x[args_ptr], %[offsetof_input_offset]]\n" "ldr w26, [x20, x27, LSL #0x2]\n" "tbz %x[flags], #3, 46f\n" "ldr x20, [%x[input_ptr], x27, LSL #0x3]\n" "add x20, x20, x19, LSL #3\n" "ldr x25, [x20, #0x0]\n" "ldr x24, [x20, #0x8]\n" "ldr x23, [x20, #0x10]\n" "ldr x22, [x20, #0x18]\n" "cbnz x27, 47f\n" "ldr x19, [%x[args_ptr], %[offsetof_input_initial_col]]\n" "add x25, x25, x19, LSL #1\n" "add x24, x24, x19, LSL #1\n" "add x23, x23, x19, LSL #1\n" "add x22, x22, x19, LSL #1\n" "b 47f\n" "46:" // Height 4: setup direct input "mov x25, %x[input_ptr]\n" "add x24, x25, x19, LSL #1\n" "add x23, x24, x19, LSL #1\n" "add x22, x23, x19, LSL #1\n" "47:" // Height 4: input setup done "cmp x26, #0x8\n" "ble 49f\n" "48:" // Height 4: Multiply loop: Main loop head "ld1h { z7.h }, p5/Z, [x10]\n" "whilelt p0.h, XZR, x26\n" "ld1h { z6.h }, p5/Z, [x10, #1, MUL VL]\n" "sub x26, x26, #0x8\n" "ld1rqh { z1.h }, p0/Z, [x25]\n" "cmp x26, #0x8\n" "ld1rqh { z2.h }, p0/Z, [x24]\n" "trn1 z0.d, z1.d, z2.d\n" "ld1rqh { z3.h }, p0/Z, [x23]\n" "add x25, x25, #0x10\n" "trn2 z1.d, z1.d, z2.d\n" "ld1rqh { z4.h }, p0/Z, [x22]\n" "add x24, x24, #0x10\n" ".inst 0x6467e408 // bfmmla z8.s, z0.h, z7.h\n" "add x23, x23, #0x10\n" ".inst 0x6466e40c // bfmmla z12.s, z0.h, z6.h\n" "add x22, x22, #0x10\n" "trn1 z2.d, z3.d, z4.d\n" "trn2 z3.d, z3.d, z4.d\n" ".inst 0x6467e450 // bfmmla z16.s, z2.h, z7.h\n" "ld1h { z7.h }, p5/Z, [x10, #2, MUL VL]\n" ".inst 0x6466e454 // bfmmla z20.s, z2.h, z6.h\n" "ld1h { z6.h }, p5/Z, [x10, #3, MUL VL]\n" ".inst 0x6467e409 // bfmmla z9.s, z0.h, z7.h\n" ".inst 0x6467e451 // bfmmla z17.s, z2.h, z7.h\n" "ld1h { z7.h }, p5/Z, [x10, #4, MUL VL]\n" ".inst 0x6466e40d // bfmmla z13.s, z0.h, z6.h\n" ".inst 0x6466e455 // bfmmla z21.s, z2.h, z6.h\n" "ld1h { z6.h }, p5/Z, [x10, #5, MUL VL]\n" ".inst 0x6467e40a // bfmmla z10.s, z0.h, z7.h\n" ".inst 0x6467e452 // bfmmla z18.s, z2.h, z7.h\n" "ld1h { z7.h }, p5/Z, [x10, #6, MUL VL]\n" ".inst 0x6466e40e // bfmmla z14.s, z0.h, z6.h\n" ".inst 0x6466e456 // bfmmla z22.s, z2.h, z6.h\n" "ld1h { z6.h }, p5/Z, [x10, #7, MUL VL]\n" "addvl x10, x10, #16\n" ".inst 0x6467e40b // bfmmla z11.s, z0.h, z7.h\n" ".inst 0x6467e453 // bfmmla z19.s, z2.h, z7.h\n" "ld1h { z7.h }, p5/Z, [x10, #-8, MUL VL]\n" ".inst 0x6466e40f // bfmmla z15.s, z0.h, z6.h\n" ".inst 0x6466e457 // bfmmla z23.s, z2.h, z6.h\n" "ld1h { z6.h }, p5/Z, [x10, #-7, MUL VL]\n" ".inst 0x6467e428 // bfmmla z8.s, z1.h, z7.h\n" ".inst 0x6467e470 // bfmmla z16.s, z3.h, z7.h\n" "ld1h { z7.h }, p5/Z, [x10, #-6, MUL VL]\n" ".inst 0x6466e42c // bfmmla z12.s, z1.h, z6.h\n" ".inst 0x6466e474 // bfmmla z20.s, z3.h, z6.h\n" "ld1h { z6.h }, p5/Z, [x10, #-5, MUL VL]\n" ".inst 0x6467e429 // bfmmla z9.s, z1.h, z7.h\n" ".inst 0x6467e471 // bfmmla z17.s, z3.h, z7.h\n" "ld1h { z7.h }, p5/Z, [x10, #-4, MUL VL]\n" ".inst 0x6466e42d // bfmmla z13.s, z1.h, z6.h\n" ".inst 0x6466e475 // bfmmla z21.s, z3.h, z6.h\n" "ld1h { z6.h }, p5/Z, [x10, #-3, MUL VL]\n" ".inst 0x6467e42a // bfmmla z10.s, z1.h, z7.h\n" ".inst 0x6467e472 // bfmmla z18.s, z3.h, z7.h\n" "ld1h { z7.h }, p5/Z, [x10, #-2, MUL VL]\n" ".inst 0x6466e42e // bfmmla z14.s, z1.h, z6.h\n" ".inst 0x6466e476 // bfmmla z22.s, z3.h, z6.h\n" "ld1h { z6.h }, p5/Z, [x10, #-1, MUL VL]\n" ".inst 0x6467e42b // bfmmla z11.s, z1.h, z7.h\n" ".inst 0x6467e473 // bfmmla z19.s, z3.h, z7.h\n" ".inst 0x6466e42f // bfmmla z15.s, z1.h, z6.h\n" ".inst 0x6466e477 // bfmmla z23.s, z3.h, z6.h\n" "bgt 48b\n" "49:" // Height 4: Multiply loop: Single iteration only "ld1h { z7.h }, p5/Z, [x10]\n" "whilelt p0.h, XZR, x26\n" "ld1h { z6.h }, p5/Z, [x10, #1, MUL VL]\n" "subs x26, x26, #0x4\n" "ld1rqh { z1.h }, p0/Z, [x25]\n" "ld1rqh { z2.h }, p0/Z, [x24]\n" "trn1 z0.d, z1.d, z2.d\n" "ld1rqh { z3.h }, p0/Z, [x23]\n" "trn2 z1.d, z1.d, z2.d\n" "ld1rqh { z4.h }, p0/Z, [x22]\n" ".inst 0x6467e408 // bfmmla z8.s, z0.h, z7.h\n" ".inst 0x6466e40c // bfmmla z12.s, z0.h, z6.h\n" "trn1 z2.d, z3.d, z4.d\n" "trn2 z3.d, z3.d, z4.d\n" ".inst 0x6467e450 // bfmmla z16.s, z2.h, z7.h\n" "ld1h { z7.h }, p5/Z, [x10, #2, MUL VL]\n" ".inst 0x6466e454 // bfmmla z20.s, z2.h, z6.h\n" "ld1h { z6.h }, p5/Z, [x10, #3, MUL VL]\n" ".inst 0x6467e409 // bfmmla z9.s, z0.h, z7.h\n" ".inst 0x6467e451 // bfmmla z17.s, z2.h, z7.h\n" "ld1h { z7.h }, p5/Z, [x10, #4, MUL VL]\n" ".inst 0x6466e40d // bfmmla z13.s, z0.h, z6.h\n" ".inst 0x6466e455 // bfmmla z21.s, z2.h, z6.h\n" "ld1h { z6.h }, p5/Z, [x10, #5, MUL VL]\n" ".inst 0x6467e40a // bfmmla z10.s, z0.h, z7.h\n" ".inst 0x6467e452 // bfmmla z18.s, z2.h, z7.h\n" "ld1h { z7.h }, p5/Z, [x10, #6, MUL VL]\n" ".inst 0x6466e40e // bfmmla z14.s, z0.h, z6.h\n" ".inst 0x6466e456 // bfmmla z22.s, z2.h, z6.h\n" "ld1h { z6.h }, p5/Z, [x10, #7, MUL VL]\n" "addvl x10, x10, #8\n" ".inst 0x6467e40b // bfmmla z11.s, z0.h, z7.h\n" ".inst 0x6467e453 // bfmmla z19.s, z2.h, z7.h\n" ".inst 0x6466e40f // bfmmla z15.s, z0.h, z6.h\n" ".inst 0x6466e457 // bfmmla z23.s, z2.h, z6.h\n" "ble 50f\n" "ld1h { z7.h }, p5/Z, [x10]\n" ".inst 0x6467e428 // bfmmla z8.s, z1.h, z7.h\n" "ld1h { z6.h }, p5/Z, [x10, #1, MUL VL]\n" ".inst 0x6467e470 // bfmmla z16.s, z3.h, z7.h\n" "ld1h { z7.h }, p5/Z, [x10, #2, MUL VL]\n" ".inst 0x6466e42c // bfmmla z12.s, z1.h, z6.h\n" ".inst 0x6466e474 // bfmmla z20.s, z3.h, z6.h\n" "ld1h { z6.h }, p5/Z, [x10, #3, MUL VL]\n" ".inst 0x6467e429 // bfmmla z9.s, z1.h, z7.h\n" ".inst 0x6467e471 // bfmmla z17.s, z3.h, z7.h\n" "ld1h { z7.h }, p5/Z, [x10, #4, MUL VL]\n" ".inst 0x6466e42d // bfmmla z13.s, z1.h, z6.h\n" ".inst 0x6466e475 // bfmmla z21.s, z3.h, z6.h\n" "ld1h { z6.h }, p5/Z, [x10, #5, MUL VL]\n" ".inst 0x6467e42a // bfmmla z10.s, z1.h, z7.h\n" ".inst 0x6467e472 // bfmmla z18.s, z3.h, z7.h\n" "ld1h { z7.h }, p5/Z, [x10, #6, MUL VL]\n" ".inst 0x6466e42e // bfmmla z14.s, z1.h, z6.h\n" ".inst 0x6466e476 // bfmmla z22.s, z3.h, z6.h\n" "ld1h { z6.h }, p5/Z, [x10, #7, MUL VL]\n" "addvl x10, x10, #8\n" ".inst 0x6467e42b // bfmmla z11.s, z1.h, z7.h\n" ".inst 0x6467e473 // bfmmla z19.s, z3.h, z7.h\n" ".inst 0x6466e42f // bfmmla z15.s, z1.h, z6.h\n" ".inst 0x6466e477 // bfmmla z23.s, z3.h, z6.h\n" "50:" // Height 4: Multiply loop: multiply skip "ldr w19, [%x[args_ptr], %[offsetof_num_strings]]\n" "add x27, x27, #0x1\n" "cmp x27, x19\n" "bne 45b\n" "uzp1 z7.d, z8.d, z12.d\n" "ldr x19, [%x[args_ptr], %[offsetof_output_offset]]\n" "uzp2 z8.d, z8.d, z12.d\n" "add x24, x28, x19, LSL #2\n" "uzp1 z12.d, z9.d, z13.d\n" "uzp2 z9.d, z9.d, z13.d\n" "add x23, x24, x19, LSL #2\n" "uzp1 z13.d, z10.d, z14.d\n" "add x22, x23, x19, LSL #2\n" "uzp2 z10.d, z10.d, z14.d\n" "uzp1 z14.d, z11.d, z15.d\n" "uzp2 z11.d, z11.d, z15.d\n" "uzp1 z15.d, z16.d, z20.d\n" "uzp2 z16.d, z16.d, z20.d\n" "uzp1 z20.d, z17.d, z21.d\n" "uzp2 z17.d, z17.d, z21.d\n" "uzp1 z21.d, z18.d, z22.d\n" "uzp2 z18.d, z18.d, z22.d\n" "uzp1 z22.d, z19.d, z23.d\n" "uzp2 z19.d, z19.d, z23.d\n" "tbz %x[flags], #1, 51f\n" "add x19, %x[args_ptr], %[offset_min]\n" "ld1rw { z1.s }, p5/Z, [x19]\n" "add x19, %x[args_ptr], %[offset_max]\n" "ld1rw { z0.s }, p5/Z, [x19]\n" "fmin z7.s, p5/M, z7.s, z0.s\n" "fmin z12.s, p5/M, z12.s, z0.s\n" "fmin z13.s, p5/M, z13.s, z0.s\n" "fmin z14.s, p5/M, z14.s, z0.s\n" "fmin z8.s, p5/M, z8.s, z0.s\n" "fmax z7.s, p5/M, z7.s, z1.s\n" "fmax z12.s, p5/M, z12.s, z1.s\n" "fmax z13.s, p5/M, z13.s, z1.s\n" "fmax z14.s, p5/M, z14.s, z1.s\n" "fmax z8.s, p5/M, z8.s, z1.s\n" "fmin z9.s, p5/M, z9.s, z0.s\n" "fmin z10.s, p5/M, z10.s, z0.s\n" "fmin z11.s, p5/M, z11.s, z0.s\n" "fmin z15.s, p5/M, z15.s, z0.s\n" "fmax z9.s, p5/M, z9.s, z1.s\n" "fmax z10.s, p5/M, z10.s, z1.s\n" "fmax z11.s, p5/M, z11.s, z1.s\n" "fmax z15.s, p5/M, z15.s, z1.s\n" "fmin z20.s, p5/M, z20.s, z0.s\n" "fmin z21.s, p5/M, z21.s, z0.s\n" "fmin z22.s, p5/M, z22.s, z0.s\n" "fmin z16.s, p5/M, z16.s, z0.s\n" "fmax z20.s, p5/M, z20.s, z1.s\n" "fmax z21.s, p5/M, z21.s, z1.s\n" "fmax z22.s, p5/M, z22.s, z1.s\n" "fmax z16.s, p5/M, z16.s, z1.s\n" "fmin z17.s, p5/M, z17.s, z0.s\n" "fmin z18.s, p5/M, z18.s, z0.s\n" "fmin z19.s, p5/M, z19.s, z0.s\n" "fmax z17.s, p5/M, z17.s, z1.s\n" "fmax z18.s, p5/M, z18.s, z1.s\n" "fmax z19.s, p5/M, z19.s, z1.s\n" "51:" // Height 4: No activation "st1w { z7.s }, p4, [x28]\n" "st1w { z12.s }, p3, [x28, #1, MUL VL]\n" "st1w { z13.s }, p2, [x28, #2, MUL VL]\n" "st1w { z14.s }, p1, [x28, #3, MUL VL]\n" "addvl x28, x28, #4\n" "st1w { z8.s }, p4, [x24]\n" "st1w { z9.s }, p3, [x24, #1, MUL VL]\n" "st1w { z10.s }, p2, [x24, #2, MUL VL]\n" "st1w { z11.s }, p1, [x24, #3, MUL VL]\n" "st1w { z15.s }, p4, [x23]\n" "st1w { z20.s }, p3, [x23, #1, MUL VL]\n" "st1w { z21.s }, p2, [x23, #2, MUL VL]\n" "st1w { z22.s }, p1, [x23, #3, MUL VL]\n" "st1w { z16.s }, p4, [x22]\n" "st1w { z17.s }, p3, [x22, #1, MUL VL]\n" "st1w { z18.s }, p2, [x22, #2, MUL VL]\n" "st1w { z19.s }, p1, [x22, #3, MUL VL]\n" "52:" // Height 4: Writeback done "decw x11, ALL, MUL #4\n" "cmp x11, XZR\n" "bgt 41b\n" "b 80f\n" "53:" // Height 5 "ldr x11, [%x[args_ptr], %[offsetof_N]]\n" "mov x9, %x[bias]\n" "ldr x10, [%x[args_ptr], %[offsetof_B_ptr]]\n" "mov x28, %x[output_ptr]\n" "54:" // Height 5: Column loop "mov x19, #0x0\n" "whilelt p4.s, x19, x11\n" "incw x19\n" "whilelt p3.s, x19, x11\n" "incw x19\n" "whilelt p2.s, x19, x11\n" "incw x19\n" "whilelt p1.s, x19, x11\n" "cbz x9, 55f\n" "ld1w { z8.s }, p5/Z, [x9]\n" "zip2 z12.d, z8.d, z8.d\n" "ld1w { z9.s }, p5/Z, [x9, #1, MUL VL]\n" "zip1 z8.d, z8.d, z8.d\n" "ld1w { z10.s }, p5/Z, [x9, #2, MUL VL]\n" "mov z16.d, z8.d\n" "ld1w { z11.s }, p5/Z, [x9, #3, MUL VL]\n" "addvl x9, x9, #4\n" "zip2 z13.d, z9.d, z9.d\n" "zip1 z9.d, z9.d, z9.d\n" "zip2 z14.d, z10.d, z10.d\n" "zip1 z10.d, z10.d, z10.d\n" "zip2 z15.d, z11.d, z11.d\n" "zip1 z11.d, z11.d, z11.d\n" "mov z20.d, z12.d\n" "mov z17.d, z9.d\n" "mov z21.d, z13.d\n" "mov z18.d, z10.d\n" "mov z22.d, z14.d\n" "mov z19.d, z11.d\n" "mov z23.d, z15.d\n" "mov z24.d, z8.d\n" "mov z28.d, z12.d\n" "mov z25.d, z9.d\n" "mov z29.d, z13.d\n" "mov z26.d, z10.d\n" "mov z30.d, z14.d\n" "mov z27.d, z11.d\n" "mov z31.d, z15.d\n" "b 57f\n" "55:" // Height 5: no bias "tbz %x[flags], #0, 56f\n" "ldr x19, [%x[args_ptr], %[offsetof_output_offset]]\n" "ld1w { z9.s }, p4/Z, [x28]\n" "add x24, x28, x19, LSL #2\n" "ld1w { z10.s }, p3/Z, [x28, #1, MUL VL]\n" "ld1w { z11.s }, p2/Z, [x28, #2, MUL VL]\n" "add x23, x24, x19, LSL #2\n" "ld1w { z16.s }, p1/Z, [x28, #3, MUL VL]\n" "add x22, x23, x19, LSL #2\n" "ld1w { z12.s }, p4/Z, [x24]\n" "zip1 z8.d, z9.d, z12.d\n" "ld1w { z13.s }, p3/Z, [x24, #1, MUL VL]\n" "add x21, x22, x19, LSL #2\n" "zip2 z12.d, z9.d, z12.d\n" "ld1w { z14.s }, p2/Z, [x24, #2, MUL VL]\n" "ld1w { z15.s }, p1/Z, [x24, #3, MUL VL]\n" "zip1 z9.d, z10.d, z13.d\n" "ld1w { z17.s }, p4/Z, [x23]\n" "zip2 z13.d, z10.d, z13.d\n" "ld1w { z18.s }, p3/Z, [x23, #1, MUL VL]\n" "zip1 z10.d, z11.d, z14.d\n" "ld1w { z19.s }, p2/Z, [x23, #2, MUL VL]\n" "zip2 z14.d, z11.d, z14.d\n" "ld1w { z24.s }, p1/Z, [x23, #3, MUL VL]\n" "zip1 z11.d, z16.d, z15.d\n" "ld1w { z20.s }, p4/Z, [x22]\n" "zip2 z15.d, z16.d, z15.d\n" "ld1w { z21.s }, p3/Z, [x22, #1, MUL VL]\n" "ld1w { z22.s }, p2/Z, [x22, #2, MUL VL]\n" "zip1 z16.d, z17.d, z20.d\n" "ld1w { z23.s }, p1/Z, [x22, #3, MUL VL]\n" "zip2 z20.d, z17.d, z20.d\n" "ld1w { z25.s }, p4/Z, [x21]\n" "zip1 z17.d, z18.d, z21.d\n" "ld1w { z26.s }, p3/Z, [x21, #1, MUL VL]\n" "zip2 z21.d, z18.d, z21.d\n" "ld1w { z27.s }, p2/Z, [x21, #2, MUL VL]\n" "zip1 z18.d, z19.d, z22.d\n" "ld1w { z6.s }, p1/Z, [x21, #3, MUL VL]\n" "zip2 z22.d, z19.d, z22.d\n" "zip1 z19.d, z24.d, z23.d\n" "zip2 z23.d, z24.d, z23.d\n" "zip1 z24.d, z25.d, z28.d\n" "zip2 z28.d, z25.d, z28.d\n" "zip1 z25.d, z26.d, z29.d\n" "zip2 z29.d, z26.d, z29.d\n" "zip1 z26.d, z27.d, z30.d\n" "zip2 z30.d, z27.d, z30.d\n" "zip1 z27.d, z6.d, z31.d\n" "zip2 z31.d, z6.d, z31.d\n" "b 57f\n" "56:" // Height 5: no accumulate "mov z8.b, #0x0\n" "mov z9.b, #0x0\n" "mov z10.b, #0x0\n" "mov z11.b, #0x0\n" "mov z12.b, #0x0\n" "mov z13.b, #0x0\n" "mov z14.b, #0x0\n" "mov z15.b, #0x0\n" "mov z16.b, #0x0\n" "mov z17.b, #0x0\n" "mov z18.b, #0x0\n" "mov z19.b, #0x0\n" "mov z20.b, #0x0\n" "mov z21.b, #0x0\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" "57:" // Height 5: setup done "mov x27, #0x0\n" "58:" // Height 5: String loop "ldr x20, [%x[args_ptr], %[offsetof_string_lengths]]\n" "ldr x19, [%x[args_ptr], %[offsetof_input_offset]]\n" "ldr w26, [x20, x27, LSL #0x2]\n" "tbz %x[flags], #3, 59f\n" "ldr x20, [%x[input_ptr], x27, LSL #0x3]\n" "add x20, x20, x19, LSL #3\n" "ldr x25, [x20, #0x0]\n" "ldr x24, [x20, #0x8]\n" "ldr x23, [x20, #0x10]\n" "ldr x22, [x20, #0x18]\n" "ldr x21, [x20, #0x20]\n" "cbnz x27, 60f\n" "ldr x19, [%x[args_ptr], %[offsetof_input_initial_col]]\n" "add x25, x25, x19, LSL #1\n" "add x24, x24, x19, LSL #1\n" "add x23, x23, x19, LSL #1\n" "add x22, x22, x19, LSL #1\n" "add x21, x21, x19, LSL #1\n" "b 60f\n" "59:" // Height 5: setup direct input "mov x25, %x[input_ptr]\n" "add x24, x25, x19, LSL #1\n" "add x23, x24, x19, LSL #1\n" "add x22, x23, x19, LSL #1\n" "add x21, x22, x19, LSL #1\n" "60:" // Height 5: input setup done "cmp x26, #0x8\n" "ble 62f\n" "61:" // Height 5: Multiply loop: Main loop head "ld1h { z7.h }, p5/Z, [x10]\n" "whilelt p0.h, XZR, x26\n" "ld1rqh { z1.h }, p0/Z, [x25]\n" "ld1rqh { z2.h }, p0/Z, [x24]\n" "trn1 z0.d, z1.d, z2.d\n" "ld1rqh { z3.h }, p0/Z, [x23]\n" "sub x26, x26, #0x8\n" "trn2 z1.d, z1.d, z2.d\n" "ld1rqh { z4.h }, p0/Z, [x22]\n" "cmp x26, #0x8\n" ".inst 0x6467e408 // bfmmla z8.s, z0.h, z7.h\n" "ld1rqh { z5.h }, p0/Z, [x21]\n" "add x25, x25, #0x10\n" "trn1 z2.d, z3.d, z4.d\n" "add x24, x24, #0x10\n" "trn2 z3.d, z3.d, z4.d\n" "add x23, x23, #0x10\n" "trn1 z4.d, z5.d, z6.d\n" "add x22, x22, #0x10\n" "trn2 z5.d, z5.d, z6.d\n" "ld1h { z6.h }, p5/Z, [x10, #1, MUL VL]\n" "add x21, x21, #0x10\n" ".inst 0x6467e450 // bfmmla z16.s, z2.h, z7.h\n" ".inst 0x6467e498 // bfmmla z24.s, z4.h, z7.h\n" "ld1h { z7.h }, p5/Z, [x10, #2, MUL VL]\n" ".inst 0x6466e40c // bfmmla z12.s, z0.h, z6.h\n" ".inst 0x6466e454 // bfmmla z20.s, z2.h, z6.h\n" ".inst 0x6466e49c // bfmmla z28.s, z4.h, z6.h\n" "ld1h { z6.h }, p5/Z, [x10, #3, MUL VL]\n" ".inst 0x6467e409 // bfmmla z9.s, z0.h, z7.h\n" ".inst 0x6467e451 // bfmmla z17.s, z2.h, z7.h\n" ".inst 0x6467e499 // bfmmla z25.s, z4.h, z7.h\n" "ld1h { z7.h }, p5/Z, [x10, #4, MUL VL]\n" ".inst 0x6466e40d // bfmmla z13.s, z0.h, z6.h\n" ".inst 0x6466e455 // bfmmla z21.s, z2.h, z6.h\n" ".inst 0x6466e49d // bfmmla z29.s, z4.h, z6.h\n" "ld1h { z6.h }, p5/Z, [x10, #5, MUL VL]\n" ".inst 0x6467e40a // bfmmla z10.s, z0.h, z7.h\n" ".inst 0x6467e452 // bfmmla z18.s, z2.h, z7.h\n" ".inst 0x6467e49a // bfmmla z26.s, z4.h, z7.h\n" "ld1h { z7.h }, p5/Z, [x10, #6, MUL VL]\n" ".inst 0x6466e40e // bfmmla z14.s, z0.h, z6.h\n" ".inst 0x6466e456 // bfmmla z22.s, z2.h, z6.h\n" ".inst 0x6466e49e // bfmmla z30.s, z4.h, z6.h\n" "ld1h { z6.h }, p5/Z, [x10, #7, MUL VL]\n" "addvl x10, x10, #16\n" ".inst 0x6467e40b // bfmmla z11.s, z0.h, z7.h\n" ".inst 0x6467e453 // bfmmla z19.s, z2.h, z7.h\n" ".inst 0x6467e49b // bfmmla z27.s, z4.h, z7.h\n" "ld1h { z7.h }, p5/Z, [x10, #-8, MUL VL]\n" ".inst 0x6466e40f // bfmmla z15.s, z0.h, z6.h\n" ".inst 0x6466e457 // bfmmla z23.s, z2.h, z6.h\n" ".inst 0x6466e49f // bfmmla z31.s, z4.h, z6.h\n" "ld1h { z6.h }, p5/Z, [x10, #-7, MUL VL]\n" ".inst 0x6467e428 // bfmmla z8.s, z1.h, z7.h\n" ".inst 0x6467e470 // bfmmla z16.s, z3.h, z7.h\n" ".inst 0x6467e4b8 // bfmmla z24.s, z5.h, z7.h\n" "ld1h { z7.h }, p5/Z, [x10, #-6, MUL VL]\n" ".inst 0x6466e42c // bfmmla z12.s, z1.h, z6.h\n" ".inst 0x6466e474 // bfmmla z20.s, z3.h, z6.h\n" ".inst 0x6466e4bc // bfmmla z28.s, z5.h, z6.h\n" "ld1h { z6.h }, p5/Z, [x10, #-5, MUL VL]\n" ".inst 0x6467e429 // bfmmla z9.s, z1.h, z7.h\n" ".inst 0x6467e471 // bfmmla z17.s, z3.h, z7.h\n" ".inst 0x6467e4b9 // bfmmla z25.s, z5.h, z7.h\n" "ld1h { z7.h }, p5/Z, [x10, #-4, MUL VL]\n" ".inst 0x6466e42d // bfmmla z13.s, z1.h, z6.h\n" ".inst 0x6466e475 // bfmmla z21.s, z3.h, z6.h\n" ".inst 0x6466e4bd // bfmmla z29.s, z5.h, z6.h\n" "ld1h { z6.h }, p5/Z, [x10, #-3, MUL VL]\n" ".inst 0x6467e42a // bfmmla z10.s, z1.h, z7.h\n" ".inst 0x6467e472 // bfmmla z18.s, z3.h, z7.h\n" ".inst 0x6467e4ba // bfmmla z26.s, z5.h, z7.h\n" "ld1h { z7.h }, p5/Z, [x10, #-2, MUL VL]\n" ".inst 0x6466e42e // bfmmla z14.s, z1.h, z6.h\n" ".inst 0x6466e476 // bfmmla z22.s, z3.h, z6.h\n" ".inst 0x6466e4be // bfmmla z30.s, z5.h, z6.h\n" "ld1h { z6.h }, p5/Z, [x10, #-1, MUL VL]\n" ".inst 0x6467e42b // bfmmla z11.s, z1.h, z7.h\n" ".inst 0x6467e473 // bfmmla z19.s, z3.h, z7.h\n" ".inst 0x6467e4bb // bfmmla z27.s, z5.h, z7.h\n" ".inst 0x6466e42f // bfmmla z15.s, z1.h, z6.h\n" ".inst 0x6466e477 // bfmmla z23.s, z3.h, z6.h\n" ".inst 0x6466e4bf // bfmmla z31.s, z5.h, z6.h\n" "bgt 61b\n" "62:" // Height 5: Multiply loop: Single iteration only "ld1h { z7.h }, p5/Z, [x10]\n" "whilelt p0.h, XZR, x26\n" "ld1rqh { z1.h }, p0/Z, [x25]\n" "ld1rqh { z2.h }, p0/Z, [x24]\n" "trn1 z0.d, z1.d, z2.d\n" "ld1rqh { z3.h }, p0/Z, [x23]\n" "subs x26, x26, #0x4\n" "trn2 z1.d, z1.d, z2.d\n" "ld1rqh { z4.h }, p0/Z, [x22]\n" "ld1rqh { z5.h }, p0/Z, [x21]\n" ".inst 0x6467e408 // bfmmla z8.s, z0.h, z7.h\n" "trn1 z2.d, z3.d, z4.d\n" "trn2 z3.d, z3.d, z4.d\n" "trn1 z4.d, z5.d, z6.d\n" "trn2 z5.d, z5.d, z6.d\n" "ld1h { z6.h }, p5/Z, [x10, #1, MUL VL]\n" ".inst 0x6467e450 // bfmmla z16.s, z2.h, z7.h\n" ".inst 0x6467e498 // bfmmla z24.s, z4.h, z7.h\n" "ld1h { z7.h }, p5/Z, [x10, #2, MUL VL]\n" ".inst 0x6466e40c // bfmmla z12.s, z0.h, z6.h\n" ".inst 0x6466e454 // bfmmla z20.s, z2.h, z6.h\n" ".inst 0x6466e49c // bfmmla z28.s, z4.h, z6.h\n" "ld1h { z6.h }, p5/Z, [x10, #3, MUL VL]\n" ".inst 0x6467e409 // bfmmla z9.s, z0.h, z7.h\n" ".inst 0x6467e451 // bfmmla z17.s, z2.h, z7.h\n" ".inst 0x6467e499 // bfmmla z25.s, z4.h, z7.h\n" "ld1h { z7.h }, p5/Z, [x10, #4, MUL VL]\n" ".inst 0x6466e40d // bfmmla z13.s, z0.h, z6.h\n" ".inst 0x6466e455 // bfmmla z21.s, z2.h, z6.h\n" ".inst 0x6466e49d // bfmmla z29.s, z4.h, z6.h\n" "ld1h { z6.h }, p5/Z, [x10, #5, MUL VL]\n" ".inst 0x6467e40a // bfmmla z10.s, z0.h, z7.h\n" ".inst 0x6467e452 // bfmmla z18.s, z2.h, z7.h\n" ".inst 0x6467e49a // bfmmla z26.s, z4.h, z7.h\n" "ld1h { z7.h }, p5/Z, [x10, #6, MUL VL]\n" ".inst 0x6466e40e // bfmmla z14.s, z0.h, z6.h\n" ".inst 0x6466e456 // bfmmla z22.s, z2.h, z6.h\n" ".inst 0x6466e49e // bfmmla z30.s, z4.h, z6.h\n" "ld1h { z6.h }, p5/Z, [x10, #7, MUL VL]\n" "addvl x10, x10, #8\n" ".inst 0x6467e40b // bfmmla z11.s, z0.h, z7.h\n" ".inst 0x6467e453 // bfmmla z19.s, z2.h, z7.h\n" ".inst 0x6467e49b // bfmmla z27.s, z4.h, z7.h\n" ".inst 0x6466e40f // bfmmla z15.s, z0.h, z6.h\n" ".inst 0x6466e457 // bfmmla z23.s, z2.h, z6.h\n" ".inst 0x6466e49f // bfmmla z31.s, z4.h, z6.h\n" "ble 63f\n" "ld1h { z7.h }, p5/Z, [x10]\n" ".inst 0x6467e428 // bfmmla z8.s, z1.h, z7.h\n" "ld1h { z6.h }, p5/Z, [x10, #1, MUL VL]\n" ".inst 0x6467e470 // bfmmla z16.s, z3.h, z7.h\n" ".inst 0x6467e4b8 // bfmmla z24.s, z5.h, z7.h\n" "ld1h { z7.h }, p5/Z, [x10, #2, MUL VL]\n" ".inst 0x6466e42c // bfmmla z12.s, z1.h, z6.h\n" ".inst 0x6466e474 // bfmmla z20.s, z3.h, z6.h\n" ".inst 0x6466e4bc // bfmmla z28.s, z5.h, z6.h\n" "ld1h { z6.h }, p5/Z, [x10, #3, MUL VL]\n" ".inst 0x6467e429 // bfmmla z9.s, z1.h, z7.h\n" ".inst 0x6467e471 // bfmmla z17.s, z3.h, z7.h\n" ".inst 0x6467e4b9 // bfmmla z25.s, z5.h, z7.h\n" "ld1h { z7.h }, p5/Z, [x10, #4, MUL VL]\n" ".inst 0x6466e42d // bfmmla z13.s, z1.h, z6.h\n" ".inst 0x6466e475 // bfmmla z21.s, z3.h, z6.h\n" ".inst 0x6466e4bd // bfmmla z29.s, z5.h, z6.h\n" "ld1h { z6.h }, p5/Z, [x10, #5, MUL VL]\n" ".inst 0x6467e42a // bfmmla z10.s, z1.h, z7.h\n" ".inst 0x6467e472 // bfmmla z18.s, z3.h, z7.h\n" ".inst 0x6467e4ba // bfmmla z26.s, z5.h, z7.h\n" "ld1h { z7.h }, p5/Z, [x10, #6, MUL VL]\n" ".inst 0x6466e42e // bfmmla z14.s, z1.h, z6.h\n" ".inst 0x6466e476 // bfmmla z22.s, z3.h, z6.h\n" ".inst 0x6466e4be // bfmmla z30.s, z5.h, z6.h\n" "ld1h { z6.h }, p5/Z, [x10, #7, MUL VL]\n" "addvl x10, x10, #8\n" ".inst 0x6467e42b // bfmmla z11.s, z1.h, z7.h\n" ".inst 0x6467e473 // bfmmla z19.s, z3.h, z7.h\n" ".inst 0x6467e4bb // bfmmla z27.s, z5.h, z7.h\n" ".inst 0x6466e42f // bfmmla z15.s, z1.h, z6.h\n" ".inst 0x6466e477 // bfmmla z23.s, z3.h, z6.h\n" ".inst 0x6466e4bf // bfmmla z31.s, z5.h, z6.h\n" "63:" // Height 5: Multiply loop: multiply skip "ldr w19, [%x[args_ptr], %[offsetof_num_strings]]\n" "add x27, x27, #0x1\n" "cmp x27, x19\n" "bne 58b\n" "uzp1 z7.d, z8.d, z12.d\n" "ldr x19, [%x[args_ptr], %[offsetof_output_offset]]\n" "uzp2 z8.d, z8.d, z12.d\n" "add x24, x28, x19, LSL #2\n" "uzp1 z12.d, z9.d, z13.d\n" "uzp2 z9.d, z9.d, z13.d\n" "add x23, x24, x19, LSL #2\n" "uzp1 z13.d, z10.d, z14.d\n" "add x22, x23, x19, LSL #2\n" "uzp2 z10.d, z10.d, z14.d\n" "add x21, x22, x19, LSL #2\n" "uzp1 z14.d, z11.d, z15.d\n" "uzp2 z11.d, z11.d, z15.d\n" "uzp1 z15.d, z16.d, z20.d\n" "uzp2 z16.d, z16.d, z20.d\n" "uzp1 z20.d, z17.d, z21.d\n" "uzp2 z17.d, z17.d, z21.d\n" "uzp1 z21.d, z18.d, z22.d\n" "uzp2 z18.d, z18.d, z22.d\n" "uzp1 z22.d, z19.d, z23.d\n" "uzp2 z19.d, z19.d, z23.d\n" "uzp1 z24.d, z24.d, z28.d\n" "uzp1 z25.d, z25.d, z29.d\n" "uzp1 z26.d, z26.d, z30.d\n" "uzp1 z27.d, z27.d, z31.d\n" "tbz %x[flags], #1, 64f\n" "add x19, %x[args_ptr], %[offset_min]\n" "ld1rw { z1.s }, p5/Z, [x19]\n" "add x19, %x[args_ptr], %[offset_max]\n" "ld1rw { z0.s }, p5/Z, [x19]\n" "fmin z7.s, p5/M, z7.s, z0.s\n" "fmin z12.s, p5/M, z12.s, z0.s\n" "fmin z13.s, p5/M, z13.s, z0.s\n" "fmin z14.s, p5/M, z14.s, z0.s\n" "fmin z8.s, p5/M, z8.s, z0.s\n" "fmax z7.s, p5/M, z7.s, z1.s\n" "fmax z12.s, p5/M, z12.s, z1.s\n" "fmax z13.s, p5/M, z13.s, z1.s\n" "fmax z14.s, p5/M, z14.s, z1.s\n" "fmax z8.s, p5/M, z8.s, z1.s\n" "fmin z9.s, p5/M, z9.s, z0.s\n" "fmin z10.s, p5/M, z10.s, z0.s\n" "fmin z11.s, p5/M, z11.s, z0.s\n" "fmin z15.s, p5/M, z15.s, z0.s\n" "fmax z9.s, p5/M, z9.s, z1.s\n" "fmax z10.s, p5/M, z10.s, z1.s\n" "fmax z11.s, p5/M, z11.s, z1.s\n" "fmax z15.s, p5/M, z15.s, z1.s\n" "fmin z20.s, p5/M, z20.s, z0.s\n" "fmin z21.s, p5/M, z21.s, z0.s\n" "fmin z22.s, p5/M, z22.s, z0.s\n" "fmin z16.s, p5/M, z16.s, z0.s\n" "fmax z20.s, p5/M, z20.s, z1.s\n" "fmax z21.s, p5/M, z21.s, z1.s\n" "fmax z22.s, p5/M, z22.s, z1.s\n" "fmax z16.s, p5/M, z16.s, z1.s\n" "fmin z17.s, p5/M, z17.s, z0.s\n" "fmin z18.s, p5/M, z18.s, z0.s\n" "fmin z19.s, p5/M, z19.s, z0.s\n" "fmin z24.s, p5/M, z24.s, z0.s\n" "fmax z17.s, p5/M, z17.s, z1.s\n" "fmax z18.s, p5/M, z18.s, z1.s\n" "fmax z19.s, p5/M, z19.s, z1.s\n" "fmax z24.s, p5/M, z24.s, z1.s\n" "fmin z25.s, p5/M, z25.s, z0.s\n" "fmin z26.s, p5/M, z26.s, z0.s\n" "fmin z27.s, p5/M, z27.s, z0.s\n" "fmax z25.s, p5/M, z25.s, z1.s\n" "fmax z26.s, p5/M, z26.s, z1.s\n" "fmax z27.s, p5/M, z27.s, z1.s\n" "64:" // Height 5: No activation "st1w { z7.s }, p4, [x28]\n" "st1w { z12.s }, p3, [x28, #1, MUL VL]\n" "st1w { z13.s }, p2, [x28, #2, MUL VL]\n" "st1w { z14.s }, p1, [x28, #3, MUL VL]\n" "addvl x28, x28, #4\n" "st1w { z8.s }, p4, [x24]\n" "st1w { z9.s }, p3, [x24, #1, MUL VL]\n" "st1w { z10.s }, p2, [x24, #2, MUL VL]\n" "st1w { z11.s }, p1, [x24, #3, MUL VL]\n" "st1w { z15.s }, p4, [x23]\n" "st1w { z20.s }, p3, [x23, #1, MUL VL]\n" "st1w { z21.s }, p2, [x23, #2, MUL VL]\n" "st1w { z22.s }, p1, [x23, #3, MUL VL]\n" "st1w { z16.s }, p4, [x22]\n" "st1w { z17.s }, p3, [x22, #1, MUL VL]\n" "st1w { z18.s }, p2, [x22, #2, MUL VL]\n" "st1w { z19.s }, p1, [x22, #3, MUL VL]\n" "st1w { z24.s }, p4, [x21]\n" "st1w { z25.s }, p3, [x21, #1, MUL VL]\n" "st1w { z26.s }, p2, [x21, #2, MUL VL]\n" "st1w { z27.s }, p1, [x21, #3, MUL VL]\n" "65:" // Height 5: Writeback done "decw x11, ALL, MUL #4\n" "cmp x11, XZR\n" "bgt 54b\n" "b 80f\n" "66:" // Height 6 "ldr x11, [%x[args_ptr], %[offsetof_N]]\n" "mov x9, %x[bias]\n" "ldr x10, [%x[args_ptr], %[offsetof_B_ptr]]\n" "mov x28, %x[output_ptr]\n" "ldr x20, [%x[args_ptr], %[offsetof_output_offset]]\n" "mov x19, #0x18\n" "madd %x[output_ptr], x20, x19, %x[output_ptr]\n" "67:" // Height 6: Column loop "mov x19, #0x0\n" "whilelt p4.s, x19, x11\n" "incw x19\n" "whilelt p3.s, x19, x11\n" "incw x19\n" "whilelt p2.s, x19, x11\n" "incw x19\n" "whilelt p1.s, x19, x11\n" "cbz x9, 68f\n" "ld1w { z8.s }, p5/Z, [x9]\n" "zip2 z12.d, z8.d, z8.d\n" "ld1w { z9.s }, p5/Z, [x9, #1, MUL VL]\n" "zip1 z8.d, z8.d, z8.d\n" "ld1w { z10.s }, p5/Z, [x9, #2, MUL VL]\n" "mov z16.d, z8.d\n" "ld1w { z11.s }, p5/Z, [x9, #3, MUL VL]\n" "addvl x9, x9, #4\n" "zip2 z13.d, z9.d, z9.d\n" "zip1 z9.d, z9.d, z9.d\n" "zip2 z14.d, z10.d, z10.d\n" "zip1 z10.d, z10.d, z10.d\n" "zip2 z15.d, z11.d, z11.d\n" "zip1 z11.d, z11.d, z11.d\n" "mov z20.d, z12.d\n" "mov z17.d, z9.d\n" "mov z21.d, z13.d\n" "mov z18.d, z10.d\n" "mov z22.d, z14.d\n" "mov z19.d, z11.d\n" "mov z23.d, z15.d\n" "mov z24.d, z8.d\n" "mov z28.d, z12.d\n" "mov z25.d, z9.d\n" "mov z29.d, z13.d\n" "mov z26.d, z10.d\n" "mov z30.d, z14.d\n" "mov z27.d, z11.d\n" "mov z31.d, z15.d\n" "b 70f\n" "68:" // Height 6: no bias "tbz %x[flags], #0, 69f\n" "ldr x19, [%x[args_ptr], %[offsetof_output_offset]]\n" "ld1w { z9.s }, p4/Z, [x28]\n" "add x24, x28, x19, LSL #2\n" "ld1w { z10.s }, p3/Z, [x28, #1, MUL VL]\n" "ld1w { z11.s }, p2/Z, [x28, #2, MUL VL]\n" "add x23, x24, x19, LSL #2\n" "ld1w { z16.s }, p1/Z, [x28, #3, MUL VL]\n" "add x22, x23, x19, LSL #2\n" "ld1w { z12.s }, p4/Z, [x24]\n" "zip1 z8.d, z9.d, z12.d\n" "ld1w { z13.s }, p3/Z, [x24, #1, MUL VL]\n" "add x21, x22, x19, LSL #2\n" "zip2 z12.d, z9.d, z12.d\n" "ld1w { z14.s }, p2/Z, [x24, #2, MUL VL]\n" "add x20, x21, x19, LSL #2\n" "zip1 z9.d, z10.d, z13.d\n" "ld1w { z15.s }, p1/Z, [x24, #3, MUL VL]\n" "zip2 z13.d, z10.d, z13.d\n" "ld1w { z17.s }, p4/Z, [x23]\n" "zip1 z10.d, z11.d, z14.d\n" "ld1w { z18.s }, p3/Z, [x23, #1, MUL VL]\n" "zip2 z14.d, z11.d, z14.d\n" "ld1w { z19.s }, p2/Z, [x23, #2, MUL VL]\n" "zip1 z11.d, z16.d, z15.d\n" "ld1w { z24.s }, p1/Z, [x23, #3, MUL VL]\n" "zip2 z15.d, z16.d, z15.d\n" "ld1w { z20.s }, p4/Z, [x22]\n" "ld1w { z21.s }, p3/Z, [x22, #1, MUL VL]\n" "zip1 z16.d, z17.d, z20.d\n" "ld1w { z22.s }, p2/Z, [x22, #2, MUL VL]\n" "zip2 z20.d, z17.d, z20.d\n" "ld1w { z23.s }, p1/Z, [x22, #3, MUL VL]\n" "zip1 z17.d, z18.d, z21.d\n" "ld1w { z25.s }, p4/Z, [x21]\n" "zip2 z21.d, z18.d, z21.d\n" "ld1w { z26.s }, p3/Z, [x21, #1, MUL VL]\n" "zip1 z18.d, z19.d, z22.d\n" "ld1w { z27.s }, p2/Z, [x21, #2, MUL VL]\n" "zip2 z22.d, z19.d, z22.d\n" "ld1w { z6.s }, p1/Z, [x21, #3, MUL VL]\n" "zip1 z19.d, z24.d, z23.d\n" "ld1w { z28.s }, p4/Z, [x20]\n" "zip2 z23.d, z24.d, z23.d\n" "ld1w { z29.s }, p3/Z, [x20, #1, MUL VL]\n" "ld1w { z30.s }, p2/Z, [x20, #2, MUL VL]\n" "zip1 z24.d, z25.d, z28.d\n" "ld1w { z31.s }, p1/Z, [x20, #3, MUL VL]\n" "zip2 z28.d, z25.d, z28.d\n" "zip1 z25.d, z26.d, z29.d\n" "zip2 z29.d, z26.d, z29.d\n" "zip1 z26.d, z27.d, z30.d\n" "zip2 z30.d, z27.d, z30.d\n" "zip1 z27.d, z6.d, z31.d\n" "zip2 z31.d, z6.d, z31.d\n" "b 70f\n" "69:" // Height 6: no accumulate "mov z8.b, #0x0\n" "mov z9.b, #0x0\n" "mov z10.b, #0x0\n" "mov z11.b, #0x0\n" "mov z12.b, #0x0\n" "mov z13.b, #0x0\n" "mov z14.b, #0x0\n" "mov z15.b, #0x0\n" "mov z16.b, #0x0\n" "mov z17.b, #0x0\n" "mov z18.b, #0x0\n" "mov z19.b, #0x0\n" "mov z20.b, #0x0\n" "mov z21.b, #0x0\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" "70:" // Height 6: setup done "mov x27, #0x0\n" "71:" // Height 6: String loop "ldr x20, [%x[args_ptr], %[offsetof_string_lengths]]\n" "ldr x19, [%x[args_ptr], %[offsetof_input_offset]]\n" "ldr w26, [x20, x27, LSL #0x2]\n" "tbz %x[flags], #3, 72f\n" "ldr x20, [%x[input_ptr], x27, LSL #0x3]\n" "add x20, x20, x19, LSL #3\n" "ldr x25, [x20, #0x0]\n" "ldr x24, [x20, #0x8]\n" "ldr x23, [x20, #0x10]\n" "ldr x22, [x20, #0x18]\n" "ldr x21, [x20, #0x20]\n" "ldr x20, [x20, #0x28]\n" "cbnz x27, 73f\n" "ldr x19, [%x[args_ptr], %[offsetof_input_initial_col]]\n" "add x25, x25, x19, LSL #1\n" "add x24, x24, x19, LSL #1\n" "add x23, x23, x19, LSL #1\n" "add x22, x22, x19, LSL #1\n" "add x21, x21, x19, LSL #1\n" "add x20, x20, x19, LSL #1\n" "b 73f\n" "72:" // Height 6: setup direct input "mov x25, %x[input_ptr]\n" "add x24, x25, x19, LSL #1\n" "add x23, x24, x19, LSL #1\n" "add x22, x23, x19, LSL #1\n" "add x21, x22, x19, LSL #1\n" "add x20, x21, x19, LSL #1\n" "73:" // Height 6: input setup done "cmp x26, #0x8\n" "ble 75f\n" "74:" // Height 6: Multiply loop: Main loop head "ld1h { z7.h }, p5/Z, [x10]\n" "whilelt p0.h, XZR, x26\n" "sub x26, x26, #0x8\n" "ld1rqh { z1.h }, p0/Z, [x25]\n" "ld1rqh { z2.h }, p0/Z, [x24]\n" "trn1 z0.d, z1.d, z2.d\n" "ld1rqh { z3.h }, p0/Z, [x23]\n" "cmp x26, #0x8\n" "trn2 z1.d, z1.d, z2.d\n" "ld1rqh { z4.h }, p0/Z, [x22]\n" "add x25, x25, #0x10\n" ".inst 0x6467e408 // bfmmla z8.s, z0.h, z7.h\n" "ld1rqh { z5.h }, p0/Z, [x21]\n" "add x24, x24, #0x10\n" "trn1 z2.d, z3.d, z4.d\n" "ld1rqh { z6.h }, p0/Z, [x20]\n" "add x23, x23, #0x10\n" "trn2 z3.d, z3.d, z4.d\n" "add x22, x22, #0x10\n" "add x21, x21, #0x10\n" ".inst 0x6467e450 // bfmmla z16.s, z2.h, z7.h\n" "add x20, x20, #0x10\n" "trn1 z4.d, z5.d, z6.d\n" "trn2 z5.d, z5.d, z6.d\n" "ld1h { z6.h }, p5/Z, [x10, #1, MUL VL]\n" ".inst 0x6467e498 // bfmmla z24.s, z4.h, z7.h\n" "ld1h { z7.h }, p5/Z, [x10, #2, MUL VL]\n" ".inst 0x6466e40c // bfmmla z12.s, z0.h, z6.h\n" ".inst 0x6466e454 // bfmmla z20.s, z2.h, z6.h\n" ".inst 0x6466e49c // bfmmla z28.s, z4.h, z6.h\n" "ld1h { z6.h }, p5/Z, [x10, #3, MUL VL]\n" ".inst 0x6467e409 // bfmmla z9.s, z0.h, z7.h\n" ".inst 0x6467e451 // bfmmla z17.s, z2.h, z7.h\n" ".inst 0x6467e499 // bfmmla z25.s, z4.h, z7.h\n" "ld1h { z7.h }, p5/Z, [x10, #4, MUL VL]\n" ".inst 0x6466e40d // bfmmla z13.s, z0.h, z6.h\n" ".inst 0x6466e455 // bfmmla z21.s, z2.h, z6.h\n" ".inst 0x6466e49d // bfmmla z29.s, z4.h, z6.h\n" "ld1h { z6.h }, p5/Z, [x10, #5, MUL VL]\n" ".inst 0x6467e40a // bfmmla z10.s, z0.h, z7.h\n" ".inst 0x6467e452 // bfmmla z18.s, z2.h, z7.h\n" ".inst 0x6467e49a // bfmmla z26.s, z4.h, z7.h\n" "ld1h { z7.h }, p5/Z, [x10, #6, MUL VL]\n" ".inst 0x6466e40e // bfmmla z14.s, z0.h, z6.h\n" ".inst 0x6466e456 // bfmmla z22.s, z2.h, z6.h\n" ".inst 0x6466e49e // bfmmla z30.s, z4.h, z6.h\n" "ld1h { z6.h }, p5/Z, [x10, #7, MUL VL]\n" "addvl x10, x10, #16\n" ".inst 0x6467e40b // bfmmla z11.s, z0.h, z7.h\n" ".inst 0x6467e453 // bfmmla z19.s, z2.h, z7.h\n" ".inst 0x6467e49b // bfmmla z27.s, z4.h, z7.h\n" "ld1h { z7.h }, p5/Z, [x10, #-8, MUL VL]\n" ".inst 0x6466e40f // bfmmla z15.s, z0.h, z6.h\n" ".inst 0x6466e457 // bfmmla z23.s, z2.h, z6.h\n" ".inst 0x6466e49f // bfmmla z31.s, z4.h, z6.h\n" "ld1h { z6.h }, p5/Z, [x10, #-7, MUL VL]\n" ".inst 0x6467e428 // bfmmla z8.s, z1.h, z7.h\n" ".inst 0x6467e470 // bfmmla z16.s, z3.h, z7.h\n" ".inst 0x6467e4b8 // bfmmla z24.s, z5.h, z7.h\n" "ld1h { z7.h }, p5/Z, [x10, #-6, MUL VL]\n" ".inst 0x6466e42c // bfmmla z12.s, z1.h, z6.h\n" ".inst 0x6466e474 // bfmmla z20.s, z3.h, z6.h\n" ".inst 0x6466e4bc // bfmmla z28.s, z5.h, z6.h\n" "ld1h { z6.h }, p5/Z, [x10, #-5, MUL VL]\n" ".inst 0x6467e429 // bfmmla z9.s, z1.h, z7.h\n" ".inst 0x6467e471 // bfmmla z17.s, z3.h, z7.h\n" ".inst 0x6467e4b9 // bfmmla z25.s, z5.h, z7.h\n" "ld1h { z7.h }, p5/Z, [x10, #-4, MUL VL]\n" ".inst 0x6466e42d // bfmmla z13.s, z1.h, z6.h\n" ".inst 0x6466e475 // bfmmla z21.s, z3.h, z6.h\n" ".inst 0x6466e4bd // bfmmla z29.s, z5.h, z6.h\n" "ld1h { z6.h }, p5/Z, [x10, #-3, MUL VL]\n" ".inst 0x6467e42a // bfmmla z10.s, z1.h, z7.h\n" ".inst 0x6467e472 // bfmmla z18.s, z3.h, z7.h\n" ".inst 0x6467e4ba // bfmmla z26.s, z5.h, z7.h\n" "ld1h { z7.h }, p5/Z, [x10, #-2, MUL VL]\n" ".inst 0x6466e42e // bfmmla z14.s, z1.h, z6.h\n" ".inst 0x6466e476 // bfmmla z22.s, z3.h, z6.h\n" ".inst 0x6466e4be // bfmmla z30.s, z5.h, z6.h\n" "ld1h { z6.h }, p5/Z, [x10, #-1, MUL VL]\n" ".inst 0x6467e42b // bfmmla z11.s, z1.h, z7.h\n" ".inst 0x6467e473 // bfmmla z19.s, z3.h, z7.h\n" ".inst 0x6467e4bb // bfmmla z27.s, z5.h, z7.h\n" ".inst 0x6466e42f // bfmmla z15.s, z1.h, z6.h\n" ".inst 0x6466e477 // bfmmla z23.s, z3.h, z6.h\n" ".inst 0x6466e4bf // bfmmla z31.s, z5.h, z6.h\n" "bgt 74b\n" "75:" // Height 6: Multiply loop: Single iteration only "ld1h { z7.h }, p5/Z, [x10]\n" "whilelt p0.h, XZR, x26\n" "subs x26, x26, #0x4\n" "ld1rqh { z1.h }, p0/Z, [x25]\n" "ld1rqh { z2.h }, p0/Z, [x24]\n" "trn1 z0.d, z1.d, z2.d\n" "ld1rqh { z3.h }, p0/Z, [x23]\n" "trn2 z1.d, z1.d, z2.d\n" "ld1rqh { z4.h }, p0/Z, [x22]\n" "ld1rqh { z5.h }, p0/Z, [x21]\n" ".inst 0x6467e408 // bfmmla z8.s, z0.h, z7.h\n" "ld1rqh { z6.h }, p0/Z, [x20]\n" "trn1 z2.d, z3.d, z4.d\n" "trn2 z3.d, z3.d, z4.d\n" "trn1 z4.d, z5.d, z6.d\n" "trn2 z5.d, z5.d, z6.d\n" "ld1h { z6.h }, p5/Z, [x10, #1, MUL VL]\n" ".inst 0x6467e450 // bfmmla z16.s, z2.h, z7.h\n" ".inst 0x6467e498 // bfmmla z24.s, z4.h, z7.h\n" "ld1h { z7.h }, p5/Z, [x10, #2, MUL VL]\n" ".inst 0x6466e40c // bfmmla z12.s, z0.h, z6.h\n" ".inst 0x6466e454 // bfmmla z20.s, z2.h, z6.h\n" ".inst 0x6466e49c // bfmmla z28.s, z4.h, z6.h\n" "ld1h { z6.h }, p5/Z, [x10, #3, MUL VL]\n" ".inst 0x6467e409 // bfmmla z9.s, z0.h, z7.h\n" ".inst 0x6467e451 // bfmmla z17.s, z2.h, z7.h\n" ".inst 0x6467e499 // bfmmla z25.s, z4.h, z7.h\n" "ld1h { z7.h }, p5/Z, [x10, #4, MUL VL]\n" ".inst 0x6466e40d // bfmmla z13.s, z0.h, z6.h\n" ".inst 0x6466e455 // bfmmla z21.s, z2.h, z6.h\n" ".inst 0x6466e49d // bfmmla z29.s, z4.h, z6.h\n" "ld1h { z6.h }, p5/Z, [x10, #5, MUL VL]\n" ".inst 0x6467e40a // bfmmla z10.s, z0.h, z7.h\n" ".inst 0x6467e452 // bfmmla z18.s, z2.h, z7.h\n" ".inst 0x6467e49a // bfmmla z26.s, z4.h, z7.h\n" "ld1h { z7.h }, p5/Z, [x10, #6, MUL VL]\n" ".inst 0x6466e40e // bfmmla z14.s, z0.h, z6.h\n" ".inst 0x6466e456 // bfmmla z22.s, z2.h, z6.h\n" ".inst 0x6466e49e // bfmmla z30.s, z4.h, z6.h\n" "ld1h { z6.h }, p5/Z, [x10, #7, MUL VL]\n" "addvl x10, x10, #8\n" ".inst 0x6467e40b // bfmmla z11.s, z0.h, z7.h\n" ".inst 0x6467e453 // bfmmla z19.s, z2.h, z7.h\n" ".inst 0x6467e49b // bfmmla z27.s, z4.h, z7.h\n" ".inst 0x6466e40f // bfmmla z15.s, z0.h, z6.h\n" ".inst 0x6466e457 // bfmmla z23.s, z2.h, z6.h\n" ".inst 0x6466e49f // bfmmla z31.s, z4.h, z6.h\n" "ble 76f\n" "ld1h { z7.h }, p5/Z, [x10]\n" ".inst 0x6467e428 // bfmmla z8.s, z1.h, z7.h\n" "ld1h { z6.h }, p5/Z, [x10, #1, MUL VL]\n" ".inst 0x6467e470 // bfmmla z16.s, z3.h, z7.h\n" ".inst 0x6467e4b8 // bfmmla z24.s, z5.h, z7.h\n" "ld1h { z7.h }, p5/Z, [x10, #2, MUL VL]\n" ".inst 0x6466e42c // bfmmla z12.s, z1.h, z6.h\n" ".inst 0x6466e474 // bfmmla z20.s, z3.h, z6.h\n" ".inst 0x6466e4bc // bfmmla z28.s, z5.h, z6.h\n" "ld1h { z6.h }, p5/Z, [x10, #3, MUL VL]\n" ".inst 0x6467e429 // bfmmla z9.s, z1.h, z7.h\n" ".inst 0x6467e471 // bfmmla z17.s, z3.h, z7.h\n" ".inst 0x6467e4b9 // bfmmla z25.s, z5.h, z7.h\n" "ld1h { z7.h }, p5/Z, [x10, #4, MUL VL]\n" ".inst 0x6466e42d // bfmmla z13.s, z1.h, z6.h\n" ".inst 0x6466e475 // bfmmla z21.s, z3.h, z6.h\n" ".inst 0x6466e4bd // bfmmla z29.s, z5.h, z6.h\n" "ld1h { z6.h }, p5/Z, [x10, #5, MUL VL]\n" ".inst 0x6467e42a // bfmmla z10.s, z1.h, z7.h\n" ".inst 0x6467e472 // bfmmla z18.s, z3.h, z7.h\n" ".inst 0x6467e4ba // bfmmla z26.s, z5.h, z7.h\n" "ld1h { z7.h }, p5/Z, [x10, #6, MUL VL]\n" ".inst 0x6466e42e // bfmmla z14.s, z1.h, z6.h\n" ".inst 0x6466e476 // bfmmla z22.s, z3.h, z6.h\n" ".inst 0x6466e4be // bfmmla z30.s, z5.h, z6.h\n" "ld1h { z6.h }, p5/Z, [x10, #7, MUL VL]\n" "addvl x10, x10, #8\n" ".inst 0x6467e42b // bfmmla z11.s, z1.h, z7.h\n" ".inst 0x6467e473 // bfmmla z19.s, z3.h, z7.h\n" ".inst 0x6467e4bb // bfmmla z27.s, z5.h, z7.h\n" ".inst 0x6466e42f // bfmmla z15.s, z1.h, z6.h\n" ".inst 0x6466e477 // bfmmla z23.s, z3.h, z6.h\n" ".inst 0x6466e4bf // bfmmla z31.s, z5.h, z6.h\n" "76:" // Height 6: Multiply loop: multiply skip "ldr w19, [%x[args_ptr], %[offsetof_num_strings]]\n" "add x27, x27, #0x1\n" "cmp x27, x19\n" "bne 71b\n" "uzp1 z7.d, z8.d, z12.d\n" "ldr x19, [%x[args_ptr], %[offsetof_output_offset]]\n" "uzp2 z8.d, z8.d, z12.d\n" "add x24, x28, x19, LSL #2\n" "uzp1 z12.d, z9.d, z13.d\n" "uzp2 z9.d, z9.d, z13.d\n" "add x23, x24, x19, LSL #2\n" "uzp1 z13.d, z10.d, z14.d\n" "add x22, x23, x19, LSL #2\n" "uzp2 z10.d, z10.d, z14.d\n" "add x21, x22, x19, LSL #2\n" "uzp1 z14.d, z11.d, z15.d\n" "add x20, x21, x19, LSL #2\n" "uzp2 z11.d, z11.d, z15.d\n" "uzp1 z15.d, z16.d, z20.d\n" "uzp2 z16.d, z16.d, z20.d\n" "uzp1 z20.d, z17.d, z21.d\n" "uzp2 z17.d, z17.d, z21.d\n" "uzp1 z21.d, z18.d, z22.d\n" "uzp2 z18.d, z18.d, z22.d\n" "uzp1 z22.d, z19.d, z23.d\n" "uzp2 z19.d, z19.d, z23.d\n" "uzp1 z23.d, z24.d, z28.d\n" "uzp2 z24.d, z24.d, z28.d\n" "uzp1 z28.d, z25.d, z29.d\n" "uzp2 z25.d, z25.d, z29.d\n" "uzp1 z29.d, z26.d, z30.d\n" "uzp2 z26.d, z26.d, z30.d\n" "uzp1 z30.d, z27.d, z31.d\n" "uzp2 z27.d, z27.d, z31.d\n" "tbz %x[flags], #1, 77f\n" "add x19, %x[args_ptr], %[offset_min]\n" "ld1rw { z1.s }, p5/Z, [x19]\n" "add x19, %x[args_ptr], %[offset_max]\n" "ld1rw { z0.s }, p5/Z, [x19]\n" "fmin z7.s, p5/M, z7.s, z0.s\n" "fmin z12.s, p5/M, z12.s, z0.s\n" "fmin z13.s, p5/M, z13.s, z0.s\n" "fmin z14.s, p5/M, z14.s, z0.s\n" "fmin z8.s, p5/M, z8.s, z0.s\n" "fmax z7.s, p5/M, z7.s, z1.s\n" "fmax z12.s, p5/M, z12.s, z1.s\n" "fmax z13.s, p5/M, z13.s, z1.s\n" "fmax z14.s, p5/M, z14.s, z1.s\n" "fmax z8.s, p5/M, z8.s, z1.s\n" "fmin z9.s, p5/M, z9.s, z0.s\n" "fmin z10.s, p5/M, z10.s, z0.s\n" "fmin z11.s, p5/M, z11.s, z0.s\n" "fmin z15.s, p5/M, z15.s, z0.s\n" "fmax z9.s, p5/M, z9.s, z1.s\n" "fmax z10.s, p5/M, z10.s, z1.s\n" "fmax z11.s, p5/M, z11.s, z1.s\n" "fmax z15.s, p5/M, z15.s, z1.s\n" "fmin z20.s, p5/M, z20.s, z0.s\n" "fmin z21.s, p5/M, z21.s, z0.s\n" "fmin z22.s, p5/M, z22.s, z0.s\n" "fmin z16.s, p5/M, z16.s, z0.s\n" "fmax z20.s, p5/M, z20.s, z1.s\n" "fmax z21.s, p5/M, z21.s, z1.s\n" "fmax z22.s, p5/M, z22.s, z1.s\n" "fmax z16.s, p5/M, z16.s, z1.s\n" "fmin z17.s, p5/M, z17.s, z0.s\n" "fmin z18.s, p5/M, z18.s, z0.s\n" "fmin z19.s, p5/M, z19.s, z0.s\n" "fmin z23.s, p5/M, z23.s, z0.s\n" "fmax z17.s, p5/M, z17.s, z1.s\n" "fmax z18.s, p5/M, z18.s, z1.s\n" "fmax z19.s, p5/M, z19.s, z1.s\n" "fmax z23.s, p5/M, z23.s, z1.s\n" "fmin z28.s, p5/M, z28.s, z0.s\n" "fmin z29.s, p5/M, z29.s, z0.s\n" "fmin z30.s, p5/M, z30.s, z0.s\n" "fmin z24.s, p5/M, z24.s, z0.s\n" "fmax z28.s, p5/M, z28.s, z1.s\n" "fmax z29.s, p5/M, z29.s, z1.s\n" "fmax z30.s, p5/M, z30.s, z1.s\n" "fmax z24.s, p5/M, z24.s, z1.s\n" "fmin z25.s, p5/M, z25.s, z0.s\n" "fmin z26.s, p5/M, z26.s, z0.s\n" "fmin z27.s, p5/M, z27.s, z0.s\n" "fmax z25.s, p5/M, z25.s, z1.s\n" "fmax z26.s, p5/M, z26.s, z1.s\n" "fmax z27.s, p5/M, z27.s, z1.s\n" "77:" // Height 6: No activation "st1w { z7.s }, p4, [x28]\n" "st1w { z12.s }, p3, [x28, #1, MUL VL]\n" "st1w { z13.s }, p2, [x28, #2, MUL VL]\n" "st1w { z14.s }, p1, [x28, #3, MUL VL]\n" "addvl x28, x28, #4\n" "st1w { z8.s }, p4, [x24]\n" "st1w { z9.s }, p3, [x24, #1, MUL VL]\n" "st1w { z10.s }, p2, [x24, #2, MUL VL]\n" "st1w { z11.s }, p1, [x24, #3, MUL VL]\n" "st1w { z15.s }, p4, [x23]\n" "st1w { z20.s }, p3, [x23, #1, MUL VL]\n" "st1w { z21.s }, p2, [x23, #2, MUL VL]\n" "st1w { z22.s }, p1, [x23, #3, MUL VL]\n" "st1w { z16.s }, p4, [x22]\n" "st1w { z17.s }, p3, [x22, #1, MUL VL]\n" "st1w { z18.s }, p2, [x22, #2, MUL VL]\n" "st1w { z19.s }, p1, [x22, #3, MUL VL]\n" "st1w { z23.s }, p4, [x21]\n" "st1w { z28.s }, p3, [x21, #1, MUL VL]\n" "st1w { z29.s }, p2, [x21, #2, MUL VL]\n" "st1w { z30.s }, p1, [x21, #3, MUL VL]\n" "st1w { z24.s }, p4, [x20]\n" "st1w { z25.s }, p3, [x20, #1, MUL VL]\n" "st1w { z26.s }, p2, [x20, #2, MUL VL]\n" "st1w { z27.s }, p1, [x20, #3, MUL VL]\n" "78:" // Height 6: Writeback done "decw x11, ALL, MUL #4\n" "cmp x11, XZR\n" "bgt 67b\n" "subs %x[M], %x[M], #0x6\n" "beq 80f\n" "ldr x20, [%x[args_ptr], %[offsetof_input_offset]]\n" "tbz %x[flags], #3, 79f\n" "add x20, x20, #0x6\n" "str x20, [%x[args_ptr], %[offsetof_input_offset]]\n" "b 1b\n" "79:" // Update direct input "mov x19, #0xc\n" "madd %x[input_ptr], x19, x20, %x[input_ptr]\n" "b 1b\n" "80:" // Exit : [M] "+&r" (M), [input_ptr] "+&r" (input_ptr), [output_ptr] "+&r" (output_ptr) : [args_ptr] "r" (&ka), [bias] "r" (bias), [flags] "r" (flags), [offset_max] "I" (offsetof(KernelArgs, maxval)), [offset_min] "I" (offsetof(KernelArgs, 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)) : "cc", "memory", "p0", "p1", "p2", "p3", "p4", "p5", "x9", "x10", "x11", "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