From d02d5edfa15ba6c04a9986a8a362a945cb38ac31 Mon Sep 17 00:00:00 2001 From: Michele Di Giorgio Date: Fri, 22 Jan 2021 09:47:04 +0000 Subject: Integrate improved CPU depthwise convolution kernels * Replace assembly kernels for depthwise convolution with more optimized ones. * Add int8 assembly kernels. * Fix implicit padding on optimized kernels Resolves: COMPMID-3867, COMPMID-4361 Change-Id: I0b0867e05f61be4f368f62190d55e14d0ab3ebf2 Signed-off-by: Michele Di Giorgio Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5622 Tested-by: Arm Jenkins Reviewed-by: Georgios Pinitas --- .../generic.cpp | 660 +++++++++++++++++++++ 1 file changed, 660 insertions(+) create mode 100644 src/core/NEON/kernels/arm_conv/depthwise/kernels/sve_s8q_nhwc_5x5_s1_output2x2_mla_depthfirst/generic.cpp (limited to 'src/core/NEON/kernels/arm_conv/depthwise/kernels/sve_s8q_nhwc_5x5_s1_output2x2_mla_depthfirst/generic.cpp') diff --git a/src/core/NEON/kernels/arm_conv/depthwise/kernels/sve_s8q_nhwc_5x5_s1_output2x2_mla_depthfirst/generic.cpp b/src/core/NEON/kernels/arm_conv/depthwise/kernels/sve_s8q_nhwc_5x5_s1_output2x2_mla_depthfirst/generic.cpp new file mode 100644 index 0000000000..c02bb584e5 --- /dev/null +++ b/src/core/NEON/kernels/arm_conv/depthwise/kernels/sve_s8q_nhwc_5x5_s1_output2x2_mla_depthfirst/generic.cpp @@ -0,0 +1,660 @@ +/* + * 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. + */ + +#include "arm_gemm.hpp" + +#include +#include + +#if defined(__aarch64__) && defined(__ARM_FEATURE_SVE) && defined(SVE2) + +namespace arm_conv { +namespace depthwise { + +void sve_s8q_nhwc_5x5_s1_output2x2_mla_depthfirst_impl( + const unsigned int n_channels, + const int8_t *const *const inptrs, + const int8_t *const weights, + const int32_t *const bias, + const arm_gemm::Requantize32 &qp, + const int32_t *const requant_muls, + const int32_t *const requant_shifts, + int8_t *const *const outptrs +) +{ + struct Params + { + long unsigned int n_channels; + const int8_t *weights; + const int32_t *bias; + const arm_gemm::Requantize32 *requant; + const int32_t *const requant_muls; + const int32_t *const requant_shifts; + int8_t *const *const outptrs; + const int8_t *inptrs[36]; + + Params( + long unsigned int n_channels, + const int8_t *const *inptrs_raw, + const int8_t *const weights, + const int32_t *const bias, + const arm_gemm::Requantize32 &qp, + const int32_t *const requant_muls, + const int32_t *const requant_shifts, + int8_t *const *outptrs + ) : n_channels(n_channels), weights(weights), bias(bias), + requant(&qp), requant_muls(requant_muls), + requant_shifts(requant_shifts), outptrs(outptrs) + { + inptrs[0] = inptrs_raw[0]; + inptrs[1] = inptrs_raw[1]; + inptrs[2] = inptrs_raw[6]; + inptrs[3] = inptrs_raw[7]; + inptrs[4] = inptrs_raw[2]; + inptrs[5] = inptrs_raw[8]; + inptrs[6] = inptrs_raw[3]; + inptrs[7] = inptrs_raw[4]; + inptrs[8] = inptrs_raw[11]; + inptrs[9] = inptrs_raw[12]; + inptrs[10] = inptrs_raw[9]; + inptrs[11] = inptrs_raw[10]; + inptrs[12] = inptrs_raw[5]; + inptrs[13] = inptrs_raw[13]; + inptrs[14] = inptrs_raw[14]; + inptrs[15] = inptrs_raw[15]; + inptrs[16] = inptrs_raw[16]; + inptrs[17] = inptrs_raw[17]; + inptrs[18] = inptrs_raw[18]; + inptrs[19] = inptrs_raw[19]; + inptrs[20] = inptrs_raw[20]; + inptrs[21] = inptrs_raw[21]; + inptrs[22] = inptrs_raw[22]; + inptrs[23] = inptrs_raw[23]; + inptrs[24] = inptrs_raw[24]; + inptrs[25] = inptrs_raw[25]; + inptrs[26] = inptrs_raw[26]; + inptrs[27] = inptrs_raw[27]; + inptrs[28] = inptrs_raw[28]; + inptrs[29] = inptrs_raw[29]; + inptrs[30] = inptrs_raw[30]; + inptrs[31] = inptrs_raw[31]; + inptrs[32] = inptrs_raw[32]; + inptrs[33] = inptrs_raw[33]; + inptrs[34] = inptrs_raw[34]; + inptrs[35] = inptrs_raw[35]; + + } + }; + + const Params params(n_channels, inptrs, weights, bias, qp, + requant_muls, requant_shifts, outptrs); + + __asm__ __volatile__( + "ldr x0, [%x[params], %[offsetof_Params_n_channels]]\n" + "ptrue p4.b\n" + "ldr x1, [%x[params], %[offsetof_Params_weights]]\n" + "mov x2, #0x0\n" + "ldr x22, [%x[params], %[offsetof_Params_requant]]\n" + "mov x3, #0x0\n" + "ldr x4, [%x[params], %[offsetof_Params_requant_muls]]\n" + "add x5, %x[params], %[offsetof_Params_inptrs]\n" + "ldr x6, [%x[params], %[offsetof_Params_requant_shifts]]\n" + "add x19, x22, %[offsetof_Requantize32_a_offset]\n" + "ldr x21, [%x[params], %[offsetof_Params_outptrs]]\n" + "add x20, x22, %[offsetof_Requantize32_b_offset]\n" + "ld1rb { z17.b }, p4/Z, [x19]\n" + "add x19, x22, %[offsetof_Requantize32_c_offset]\n" + "ld1rb { z13.b }, p4/Z, [x20]\n" + "add x20, x22, %[offsetof_Requantize32_minval]\n" + "ld1rw { z14.s }, p4/Z, [x19]\n" + "add x19, x22, %[offsetof_Requantize32_maxval]\n" + "ld1rw { z5.s }, p4/Z, [x20]\n" + "whilelt p3.h, x2, x0\n" + "ld1rw { z15.s }, p4/Z, [x19]\n" + "whilelt p2.s, x2, x0\n" + "ldp x7, x8, [x21, #0x0]\n" + "mov x19, x2\n" + "incw x19\n" + "ldp x17, x16, [x21, #0x10]\n" + "whilelt p1.s, x19, x0\n" + "ldr x19, [%x[params], %[offsetof_Params_bias]]\n" + "ld1w { z19.s }, p2/Z, [x19]\n" + "ld1w { z6.s }, p1/Z, [x19, #1, MUL VL]\n" + "uzp1 z11.s, z19.s, z6.s\n" + "addvl x19, x19, #2\n" + "str x19, [%x[params], %[offsetof_Params_bias]]\n" + "uzp2 z16.s, z19.s, z6.s\n" + "mov z19.d, z11.d\n" + "ld1sb { z0.h }, p4/Z, [x1]\n" + ".inst 0x454d1000 // ssublb z0.h, z0.b, z13.b\n" + "mov z9.d, z16.d\n" + "ld1sb { z1.h }, p4/Z, [x1, #1, MUL VL]\n" + "mov z7.d, z11.d\n" + "ld1sb { z2.h }, p4/Z, [x1, #2, MUL VL]\n" + ".inst 0x454d1021 // ssublb z1.h, z1.b, z13.b\n" + "mov z6.d, z16.d\n" + "ld1sb { z3.h }, p4/Z, [x1, #3, MUL VL]\n" + "mov z12.d, z11.d\n" + "ld1sb { z4.h }, p4/Z, [x1, #4, MUL VL]\n" + ".inst 0x454d1042 // ssublb z2.h, z2.b, z13.b\n" + "mov z8.d, z16.d\n" + "ldp x28, x27, [x5, #0x0]\n" + ".inst 0x454d1063 // ssublb z3.h, z3.b, z13.b\n" + "ldp x26, x25, [x5, #0x10]\n" + ".inst 0x454d1084 // ssublb z4.h, z4.b, z13.b\n" + "ldp x24, x23, [x5, #0x20]\n" + "ldp x22, x21, [x5, #0x30]\n" + "ldp x20, x19, [x5, #0x40]\n" + "ld1sb { z31.h }, p3/Z, [x28, x2]\n" + ".inst 0x455113ff // ssublb z31.h, z31.b, z17.b\n" + "ld1sb { z30.h }, p3/Z, [x27, x2]\n" + "ld1sb { z29.h }, p3/Z, [x26, x2]\n" + ".inst 0x455113de // ssublb z30.h, z30.b, z17.b\n" + "ld1sb { z28.h }, p3/Z, [x25, x2]\n" + "ld1sb { z27.h }, p3/Z, [x24, x2]\n" + ".inst 0x455113bd // ssublb z29.h, z29.b, z17.b\n" + "ld1sb { z23.h }, p3/Z, [x23, x2]\n" + ".inst 0x4551139c // ssublb z28.h, z28.b, z17.b\n" + "ld1sb { z25.h }, p3/Z, [x22, x2]\n" + "ld1sb { z24.h }, p3/Z, [x21, x2]\n" + ".inst 0x4551137b // ssublb z27.h, z27.b, z17.b\n" + "ld1sb { z26.h }, p3/Z, [x20, x2]\n" + ".inst 0x455112f7 // ssublb z23.h, z23.b, z17.b\n" + "ld1sb { z22.h }, p3/Z, [x19, x2]\n" + ".inst 0x45511339 // ssublb z25.h, z25.b, z17.b\n" + ".inst 0x45511318 // ssublb z24.h, z24.b, z17.b\n" + ".inst 0x4551135a // ssublb z26.h, z26.b, z17.b\n" + ".inst 0x455112d6 // ssublb z22.h, z22.b, z17.b\n" + "1:" // Loop + ".inst 0x448043eb // smlalb z11.s, p4/M, z31.h, z0.h\n" + "ldr x20, [x5, #0x50]\n" + "whilelt p0.h, x3, x0\n" + ".inst 0x448047f0 // smlalt z16.s, p4/M, z31.h, z0.h\n" + "ldr x19, [x5, #0x58]\n" + ".inst 0x448043d3 // smlalb z19.s, p4/M, z30.h, z0.h\n" + "ldr x25, [x5, #0x60]\n" + ".inst 0x448047c9 // smlalt z9.s, p4/M, z30.h, z0.h\n" + "ld1sb { z31.h }, p3/Z, [x20, x2]\n" + ".inst 0x455113ff // ssublb z31.h, z31.b, z17.b\n" + ".inst 0x448043a7 // smlalb z7.s, p4/M, z29.h, z0.h\n" + "ldr x24, [x5, #0x68]\n" + ".inst 0x448047a6 // smlalt z6.s, p4/M, z29.h, z0.h\n" + "ldr x23, [x5, #0x70]\n" + ".inst 0x4480438c // smlalb z12.s, p4/M, z28.h, z0.h\n" + "ldr x22, [x5, #0x78]\n" + ".inst 0x44804788 // smlalt z8.s, p4/M, z28.h, z0.h\n" + "ld1sb { z0.h }, p4/Z, [x1, #5, MUL VL]\n" + ".inst 0x454d1000 // ssublb z0.h, z0.b, z13.b\n" + ".inst 0x448143cb // smlalb z11.s, p4/M, z30.h, z1.h\n" + "ldr x15, [x5, #0x80]\n" + ".inst 0x448147d0 // smlalt z16.s, p4/M, z30.h, z1.h\n" + "ld1sb { z30.h }, p3/Z, [x19, x2]\n" + ".inst 0x455113de // ssublb z30.h, z30.b, z17.b\n" + ".inst 0x44814373 // smlalb z19.s, p4/M, z27.h, z1.h\n" + "ldr x21, [x5, #0x88]\n" + ".inst 0x44814769 // smlalt z9.s, p4/M, z27.h, z1.h\n" + "ldr x20, [x5, #0x90]\n" + ".inst 0x44814387 // smlalb z7.s, p4/M, z28.h, z1.h\n" + "ldr x19, [x5, #0x98]\n" + ".inst 0x44814786 // smlalt z6.s, p4/M, z28.h, z1.h\n" + "ldr x14, [x5, #0xa0]\n" + ".inst 0x448142ec // smlalb z12.s, p4/M, z23.h, z1.h\n" + "ldr x13, [x5, #0xa8]\n" + ".inst 0x448146e8 // smlalt z8.s, p4/M, z23.h, z1.h\n" + "ld1sb { z1.h }, p4/Z, [x1, #6, MUL VL]\n" + ".inst 0x454d1021 // ssublb z1.h, z1.b, z13.b\n" + ".inst 0x4482436b // smlalb z11.s, p4/M, z27.h, z2.h\n" + "ldr x12, [x5, #0xb0]\n" + ".inst 0x44824770 // smlalt z16.s, p4/M, z27.h, z2.h\n" + "ld1sb { z27.h }, p3/Z, [x25, x2]\n" + ".inst 0x4551137b // ssublb z27.h, z27.b, z17.b\n" + ".inst 0x44824333 // smlalb z19.s, p4/M, z25.h, z2.h\n" + "ldr x11, [x5, #0xb8]\n" + ".inst 0x44824729 // smlalt z9.s, p4/M, z25.h, z2.h\n" + "ldr x10, [x5, #0xc0]\n" + ".inst 0x448242e7 // smlalb z7.s, p4/M, z23.h, z2.h\n" + "ldr x9, [x5, #0xc8]\n" + ".inst 0x448246e6 // smlalt z6.s, p4/M, z23.h, z2.h\n" + "ldr x28, [x5, #0xd0]\n" + ".inst 0x448243ec // smlalb z12.s, p4/M, z31.h, z2.h\n" + "ldr x27, [x5, #0xd8]\n" + ".inst 0x448247e8 // smlalt z8.s, p4/M, z31.h, z2.h\n" + "ld1sb { z2.h }, p4/Z, [x1, #7, MUL VL]\n" + "inch x1, ALL, MUL #8\n" + ".inst 0x4483432b // smlalb z11.s, p4/M, z25.h, z3.h\n" + "ldr x26, [x5, #0xe0]\n" + ".inst 0x454d1042 // ssublb z2.h, z2.b, z13.b\n" + ".inst 0x44834730 // smlalt z16.s, p4/M, z25.h, z3.h\n" + "ld1sb { z25.h }, p3/Z, [x24, x2]\n" + ".inst 0x44834313 // smlalb z19.s, p4/M, z24.h, z3.h\n" + "ldr x25, [x5, #0xe8]\n" + ".inst 0x45511339 // ssublb z25.h, z25.b, z17.b\n" + ".inst 0x44834709 // smlalt z9.s, p4/M, z24.h, z3.h\n" + "ld1w { z18.s }, p2/Z, [x4]\n" + ".inst 0x448343e7 // smlalb z7.s, p4/M, z31.h, z3.h\n" + "ld1w { z20.s }, p1/Z, [x4, #1, MUL VL]\n" + "addvl x4, x4, #2\n" + ".inst 0x448347e6 // smlalt z6.s, p4/M, z31.h, z3.h\n" + ".inst 0x448343cc // smlalb z12.s, p4/M, z30.h, z3.h\n" + ".inst 0x448347c8 // smlalt z8.s, p4/M, z30.h, z3.h\n" + "ld1sb { z3.h }, p4/Z, [x1]\n" + ".inst 0x454d1063 // ssublb z3.h, z3.b, z13.b\n" + "uzp1 z21.s, z18.s, z20.s\n" + "uzp2 z10.s, z18.s, z20.s\n" + "ld1w { z18.s }, p2/Z, [x6]\n" + ".inst 0x4484430b // smlalb z11.s, p4/M, z24.h, z4.h\n" + "ld1w { z20.s }, p1/Z, [x6, #1, MUL VL]\n" + "addvl x6, x6, #2\n" + ".inst 0x44844710 // smlalt z16.s, p4/M, z24.h, z4.h\n" + "ld1sb { z24.h }, p3/Z, [x23, x2]\n" + ".inst 0x45511318 // ssublb z24.h, z24.b, z17.b\n" + ".inst 0x44844373 // smlalb z19.s, p4/M, z27.h, z4.h\n" + "ldr x24, [x5, #0xf0]\n" + ".inst 0x44844769 // smlalt z9.s, p4/M, z27.h, z4.h\n" + "ld1sb { z27.h }, p3/Z, [x22, x2]\n" + ".inst 0x4551137b // ssublb z27.h, z27.b, z17.b\n" + ".inst 0x448443c7 // smlalb z7.s, p4/M, z30.h, z4.h\n" + "ldr x23, [x5, #0xf8]\n" + ".inst 0x448447c6 // smlalt z6.s, p4/M, z30.h, z4.h\n" + ".inst 0x4484434c // smlalb z12.s, p4/M, z26.h, z4.h\n" + ".inst 0x44844748 // smlalt z8.s, p4/M, z26.h, z4.h\n" + "ld1sb { z4.h }, p4/Z, [x1, #1, MUL VL]\n" + ".inst 0x454d1084 // ssublb z4.h, z4.b, z13.b\n" + ".inst 0x448043ab // smlalb z11.s, p4/M, z29.h, z0.h\n" + ".inst 0x448047b0 // smlalt z16.s, p4/M, z29.h, z0.h\n" + "uzp1 z29.s, z18.s, z20.s\n" + "uzp2 z20.s, z18.s, z20.s\n" + ".inst 0x44804393 // smlalb z19.s, p4/M, z28.h, z0.h\n" + ".inst 0x44804789 // smlalt z9.s, p4/M, z28.h, z0.h\n" + ".inst 0x448042c7 // smlalb z7.s, p4/M, z22.h, z0.h\n" + ".inst 0x448046c6 // smlalt z6.s, p4/M, z22.h, z0.h\n" + ".inst 0x4480432c // smlalb z12.s, p4/M, z25.h, z0.h\n" + ".inst 0x44804728 // smlalt z8.s, p4/M, z25.h, z0.h\n" + "ld1sb { z0.h }, p4/Z, [x1, #2, MUL VL]\n" + ".inst 0x454d1000 // ssublb z0.h, z0.b, z13.b\n" + ".inst 0x4481438b // smlalb z11.s, p4/M, z28.h, z1.h\n" + ".inst 0x44814790 // smlalt z16.s, p4/M, z28.h, z1.h\n" + "ld1sb { z28.h }, p3/Z, [x21, x2]\n" + ".inst 0x4551139c // ssublb z28.h, z28.b, z17.b\n" + ".inst 0x448142f3 // smlalb z19.s, p4/M, z23.h, z1.h\n" + "ldr x22, [x5, #0x100]\n" + ".inst 0x448146e9 // smlalt z9.s, p4/M, z23.h, z1.h\n" + ".inst 0x44814327 // smlalb z7.s, p4/M, z25.h, z1.h\n" + ".inst 0x44814726 // smlalt z6.s, p4/M, z25.h, z1.h\n" + ".inst 0x4481430c // smlalb z12.s, p4/M, z24.h, z1.h\n" + ".inst 0x44814708 // smlalt z8.s, p4/M, z24.h, z1.h\n" + "ld1sb { z1.h }, p4/Z, [x1, #3, MUL VL]\n" + ".inst 0x454d1021 // ssublb z1.h, z1.b, z13.b\n" + ".inst 0x448242eb // smlalb z11.s, p4/M, z23.h, z2.h\n" + ".inst 0x448246f0 // smlalt z16.s, p4/M, z23.h, z2.h\n" + "ld1sb { z23.h }, p3/Z, [x15, x2]\n" + ".inst 0x455112f7 // ssublb z23.h, z23.b, z17.b\n" + ".inst 0x448243f3 // smlalb z19.s, p4/M, z31.h, z2.h\n" + "ldr x21, [x5, #0x108]\n" + ".inst 0x448247e9 // smlalt z9.s, p4/M, z31.h, z2.h\n" + ".inst 0x44824307 // smlalb z7.s, p4/M, z24.h, z2.h\n" + ".inst 0x44824706 // smlalt z6.s, p4/M, z24.h, z2.h\n" + ".inst 0x4482436c // smlalb z12.s, p4/M, z27.h, z2.h\n" + ".inst 0x44824768 // smlalt z8.s, p4/M, z27.h, z2.h\n" + "ld1sb { z2.h }, p4/Z, [x1, #4, MUL VL]\n" + ".inst 0x454d1042 // ssublb z2.h, z2.b, z13.b\n" + ".inst 0x448343eb // smlalb z11.s, p4/M, z31.h, z3.h\n" + ".inst 0x448347f0 // smlalt z16.s, p4/M, z31.h, z3.h\n" + "ld1sb { z31.h }, p3/Z, [x20, x2]\n" + ".inst 0x455113ff // ssublb z31.h, z31.b, z17.b\n" + ".inst 0x448343d3 // smlalb z19.s, p4/M, z30.h, z3.h\n" + "ldr x20, [x5, #0x110]\n" + ".inst 0x448347c9 // smlalt z9.s, p4/M, z30.h, z3.h\n" + ".inst 0x44834367 // smlalb z7.s, p4/M, z27.h, z3.h\n" + ".inst 0x44834766 // smlalt z6.s, p4/M, z27.h, z3.h\n" + ".inst 0x448342ec // smlalb z12.s, p4/M, z23.h, z3.h\n" + ".inst 0x448346e8 // smlalt z8.s, p4/M, z23.h, z3.h\n" + "ld1sb { z3.h }, p4/Z, [x1, #5, MUL VL]\n" + ".inst 0x454d1063 // ssublb z3.h, z3.b, z13.b\n" + ".inst 0x448443cb // smlalb z11.s, p4/M, z30.h, z4.h\n" + ".inst 0x448447d0 // smlalt z16.s, p4/M, z30.h, z4.h\n" + "ld1sb { z30.h }, p3/Z, [x19, x2]\n" + ".inst 0x455113de // ssublb z30.h, z30.b, z17.b\n" + ".inst 0x44844353 // smlalb z19.s, p4/M, z26.h, z4.h\n" + "ldr x19, [x5, #0x118]\n" + ".inst 0x44844749 // smlalt z9.s, p4/M, z26.h, z4.h\n" + "ld1sb { z26.h }, p3/Z, [x14, x2]\n" + ".inst 0x4551135a // ssublb z26.h, z26.b, z17.b\n" + ".inst 0x448442e7 // smlalb z7.s, p4/M, z23.h, z4.h\n" + ".inst 0x448446e6 // smlalt z6.s, p4/M, z23.h, z4.h\n" + ".inst 0x4484438c // smlalb z12.s, p4/M, z28.h, z4.h\n" + ".inst 0x44844788 // smlalt z8.s, p4/M, z28.h, z4.h\n" + "ld1sb { z4.h }, p4/Z, [x1, #6, MUL VL]\n" + ".inst 0x454d1084 // ssublb z4.h, z4.b, z13.b\n" + ".inst 0x448042cb // smlalb z11.s, p4/M, z22.h, z0.h\n" + ".inst 0x448046d0 // smlalt z16.s, p4/M, z22.h, z0.h\n" + "ld1sb { z22.h }, p3/Z, [x11, x2]\n" + ".inst 0x455112d6 // ssublb z22.h, z22.b, z17.b\n" + ".inst 0x44804333 // smlalb z19.s, p4/M, z25.h, z0.h\n" + ".inst 0x44804729 // smlalt z9.s, p4/M, z25.h, z0.h\n" + ".inst 0x448043e7 // smlalb z7.s, p4/M, z31.h, z0.h\n" + ".inst 0x448047e6 // smlalt z6.s, p4/M, z31.h, z0.h\n" + ".inst 0x448043cc // smlalb z12.s, p4/M, z30.h, z0.h\n" + ".inst 0x448047c8 // smlalt z8.s, p4/M, z30.h, z0.h\n" + "ld1sb { z0.h }, p4/Z, [x1, #7, MUL VL]\n" + "inch x1, ALL, MUL #8\n" + ".inst 0x4481432b // smlalb z11.s, p4/M, z25.h, z1.h\n" + ".inst 0x454d1000 // ssublb z0.h, z0.b, z13.b\n" + ".inst 0x44814730 // smlalt z16.s, p4/M, z25.h, z1.h\n" + "ld1sb { z25.h }, p3/Z, [x13, x2]\n" + ".inst 0x44814313 // smlalb z19.s, p4/M, z24.h, z1.h\n" + ".inst 0x45511339 // ssublb z25.h, z25.b, z17.b\n" + ".inst 0x44814709 // smlalt z9.s, p4/M, z24.h, z1.h\n" + ".inst 0x448143c7 // smlalb z7.s, p4/M, z30.h, z1.h\n" + ".inst 0x448147c6 // smlalt z6.s, p4/M, z30.h, z1.h\n" + ".inst 0x4481434c // smlalb z12.s, p4/M, z26.h, z1.h\n" + ".inst 0x44814748 // smlalt z8.s, p4/M, z26.h, z1.h\n" + "ld1sb { z1.h }, p4/Z, [x1]\n" + ".inst 0x454d1021 // ssublb z1.h, z1.b, z13.b\n" + ".inst 0x4482430b // smlalb z11.s, p4/M, z24.h, z2.h\n" + ".inst 0x44824710 // smlalt z16.s, p4/M, z24.h, z2.h\n" + "ld1sb { z24.h }, p3/Z, [x12, x2]\n" + ".inst 0x45511318 // ssublb z24.h, z24.b, z17.b\n" + ".inst 0x44824373 // smlalb z19.s, p4/M, z27.h, z2.h\n" + ".inst 0x44824769 // smlalt z9.s, p4/M, z27.h, z2.h\n" + ".inst 0x44824347 // smlalb z7.s, p4/M, z26.h, z2.h\n" + ".inst 0x44824746 // smlalt z6.s, p4/M, z26.h, z2.h\n" + ".inst 0x4482432c // smlalb z12.s, p4/M, z25.h, z2.h\n" + ".inst 0x44824728 // smlalt z8.s, p4/M, z25.h, z2.h\n" + "ld1sb { z2.h }, p4/Z, [x1, #1, MUL VL]\n" + ".inst 0x454d1042 // ssublb z2.h, z2.b, z13.b\n" + ".inst 0x4483436b // smlalb z11.s, p4/M, z27.h, z3.h\n" + ".inst 0x44834770 // smlalt z16.s, p4/M, z27.h, z3.h\n" + "ld1sb { z27.h }, p3/Z, [x10, x2]\n" + ".inst 0x4551137b // ssublb z27.h, z27.b, z17.b\n" + ".inst 0x448342f3 // smlalb z19.s, p4/M, z23.h, z3.h\n" + ".inst 0x448346e9 // smlalt z9.s, p4/M, z23.h, z3.h\n" + ".inst 0x44834327 // smlalb z7.s, p4/M, z25.h, z3.h\n" + ".inst 0x44834726 // smlalt z6.s, p4/M, z25.h, z3.h\n" + ".inst 0x4483430c // smlalb z12.s, p4/M, z24.h, z3.h\n" + ".inst 0x44834708 // smlalt z8.s, p4/M, z24.h, z3.h\n" + "ld1sb { z3.h }, p4/Z, [x1, #2, MUL VL]\n" + ".inst 0x454d1063 // ssublb z3.h, z3.b, z13.b\n" + ".inst 0x448442eb // smlalb z11.s, p4/M, z23.h, z4.h\n" + ".inst 0x448446f0 // smlalt z16.s, p4/M, z23.h, z4.h\n" + "ld1sb { z23.h }, p3/Z, [x9, x2]\n" + ".inst 0x455112f7 // ssublb z23.h, z23.b, z17.b\n" + ".inst 0x44844393 // smlalb z19.s, p4/M, z28.h, z4.h\n" + ".inst 0x44844789 // smlalt z9.s, p4/M, z28.h, z4.h\n" + "ld1sb { z28.h }, p3/Z, [x26, x2]\n" + ".inst 0x4551139c // ssublb z28.h, z28.b, z17.b\n" + ".inst 0x44844307 // smlalb z7.s, p4/M, z24.h, z4.h\n" + ".inst 0x44844706 // smlalt z6.s, p4/M, z24.h, z4.h\n" + ".inst 0x448442cc // smlalb z12.s, p4/M, z22.h, z4.h\n" + ".inst 0x448446c8 // smlalt z8.s, p4/M, z22.h, z4.h\n" + "ld1sb { z4.h }, p4/Z, [x1, #3, MUL VL]\n" + ".inst 0x454d1084 // ssublb z4.h, z4.b, z13.b\n" + ".inst 0x448043eb // smlalb z11.s, p4/M, z31.h, z0.h\n" + ".inst 0x448047f0 // smlalt z16.s, p4/M, z31.h, z0.h\n" + "ld1sb { z31.h }, p3/Z, [x28, x2]\n" + ".inst 0x455113ff // ssublb z31.h, z31.b, z17.b\n" + ".inst 0x448043d3 // smlalb z19.s, p4/M, z30.h, z0.h\n" + ".inst 0x448047c9 // smlalt z9.s, p4/M, z30.h, z0.h\n" + ".inst 0x44804367 // smlalb z7.s, p4/M, z27.h, z0.h\n" + ".inst 0x44804766 // smlalt z6.s, p4/M, z27.h, z0.h\n" + ".inst 0x448042ec // smlalb z12.s, p4/M, z23.h, z0.h\n" + ".inst 0x448046e8 // smlalt z8.s, p4/M, z23.h, z0.h\n" + "ld1sb { z0.h }, p4/Z, [x1, #4, MUL VL]\n" + ".inst 0x454d1000 // ssublb z0.h, z0.b, z13.b\n" + ".inst 0x448143cb // smlalb z11.s, p4/M, z30.h, z1.h\n" + ".inst 0x448147d0 // smlalt z16.s, p4/M, z30.h, z1.h\n" + "ld1sb { z30.h }, p3/Z, [x27, x2]\n" + ".inst 0x455113de // ssublb z30.h, z30.b, z17.b\n" + ".inst 0x44814353 // smlalb z19.s, p4/M, z26.h, z1.h\n" + ".inst 0x44814749 // smlalt z9.s, p4/M, z26.h, z1.h\n" + ".inst 0x448142e7 // smlalb z7.s, p4/M, z23.h, z1.h\n" + ".inst 0x448146e6 // smlalt z6.s, p4/M, z23.h, z1.h\n" + ".inst 0x448143ec // smlalb z12.s, p4/M, z31.h, z1.h\n" + ".inst 0x448147e8 // smlalt z8.s, p4/M, z31.h, z1.h\n" + "ld1sb { z1.h }, p4/Z, [x1, #5, MUL VL]\n" + ".inst 0x454d1021 // ssublb z1.h, z1.b, z13.b\n" + ".inst 0x4482434b // smlalb z11.s, p4/M, z26.h, z2.h\n" + ".inst 0x44824750 // smlalt z16.s, p4/M, z26.h, z2.h\n" + "ld1sb { z26.h }, p3/Z, [x25, x2]\n" + ".inst 0x4551135a // ssublb z26.h, z26.b, z17.b\n" + ".inst 0x44824333 // smlalb z19.s, p4/M, z25.h, z2.h\n" + ".inst 0x44824729 // smlalt z9.s, p4/M, z25.h, z2.h\n" + ".inst 0x448243e7 // smlalb z7.s, p4/M, z31.h, z2.h\n" + ".inst 0x448247e6 // smlalt z6.s, p4/M, z31.h, z2.h\n" + ".inst 0x448243cc // smlalb z12.s, p4/M, z30.h, z2.h\n" + ".inst 0x448247c8 // smlalt z8.s, p4/M, z30.h, z2.h\n" + "ld1sb { z2.h }, p4/Z, [x1, #6, MUL VL]\n" + ".inst 0x454d1042 // ssublb z2.h, z2.b, z13.b\n" + ".inst 0x4483432b // smlalb z11.s, p4/M, z25.h, z3.h\n" + ".inst 0x44834730 // smlalt z16.s, p4/M, z25.h, z3.h\n" + "ld1sb { z25.h }, p3/Z, [x24, x2]\n" + ".inst 0x45511339 // ssublb z25.h, z25.b, z17.b\n" + ".inst 0x44834313 // smlalb z19.s, p4/M, z24.h, z3.h\n" + ".inst 0x44834709 // smlalt z9.s, p4/M, z24.h, z3.h\n" + ".inst 0x448343c7 // smlalb z7.s, p4/M, z30.h, z3.h\n" + ".inst 0x448347c6 // smlalt z6.s, p4/M, z30.h, z3.h\n" + ".inst 0x4483438c // smlalb z12.s, p4/M, z28.h, z3.h\n" + ".inst 0x44834788 // smlalt z8.s, p4/M, z28.h, z3.h\n" + "ld1sb { z3.h }, p4/Z, [x1, #7, MUL VL]\n" + "inch x1, ALL, MUL #8\n" + ".inst 0x4484430b // smlalb z11.s, p4/M, z24.h, z4.h\n" + ".inst 0x454d1063 // ssublb z3.h, z3.b, z13.b\n" + ".inst 0x44844710 // smlalt z16.s, p4/M, z24.h, z4.h\n" + "ld1sb { z24.h }, p3/Z, [x23, x2]\n" + ".inst 0x448442d3 // smlalb z19.s, p4/M, z22.h, z4.h\n" + ".inst 0x45511318 // ssublb z24.h, z24.b, z17.b\n" + ".inst 0x448446c9 // smlalt z9.s, p4/M, z22.h, z4.h\n" + ".inst 0x44844387 // smlalb z7.s, p4/M, z28.h, z4.h\n" + ".inst 0x44844786 // smlalt z6.s, p4/M, z28.h, z4.h\n" + ".inst 0x4484434c // smlalb z12.s, p4/M, z26.h, z4.h\n" + ".inst 0x44844748 // smlalt z8.s, p4/M, z26.h, z4.h\n" + "ld1sb { z4.h }, p4/Z, [x1]\n" + "inch x1\n" + ".inst 0x4480436b // smlalb z11.s, p4/M, z27.h, z0.h\n" + ".inst 0x454d1084 // ssublb z4.h, z4.b, z13.b\n" + ".inst 0x44804770 // smlalt z16.s, p4/M, z27.h, z0.h\n" + "ld1sb { z27.h }, p3/Z, [x22, x2]\n" + ".inst 0x448042f3 // smlalb z19.s, p4/M, z23.h, z0.h\n" + ".inst 0x4551137b // ssublb z27.h, z27.b, z17.b\n" + ".inst 0x448046e9 // smlalt z9.s, p4/M, z23.h, z0.h\n" + ".inst 0x44804327 // smlalb z7.s, p4/M, z25.h, z0.h\n" + ".inst 0x44804726 // smlalt z6.s, p4/M, z25.h, z0.h\n" + "ld1sb { z25.h }, p3/Z, [x21, x2]\n" + ".inst 0x45511339 // ssublb z25.h, z25.b, z17.b\n" + ".inst 0x4480430c // smlalb z12.s, p4/M, z24.h, z0.h\n" + ".inst 0x44804708 // smlalt z8.s, p4/M, z24.h, z0.h\n" + ".inst 0x448142eb // smlalb z11.s, p4/M, z23.h, z1.h\n" + ".inst 0x448146f0 // smlalt z16.s, p4/M, z23.h, z1.h\n" + ".inst 0x448143f3 // smlalb z19.s, p4/M, z31.h, z1.h\n" + ".inst 0x448147e9 // smlalt z9.s, p4/M, z31.h, z1.h\n" + ".inst 0x44814307 // smlalb z7.s, p4/M, z24.h, z1.h\n" + ".inst 0x44814706 // smlalt z6.s, p4/M, z24.h, z1.h\n" + "ld1sb { z24.h }, p3/Z, [x20, x2]\n" + ".inst 0x45511318 // ssublb z24.h, z24.b, z17.b\n" + ".inst 0x4481436c // smlalb z12.s, p4/M, z27.h, z1.h\n" + ".inst 0x44814768 // smlalt z8.s, p4/M, z27.h, z1.h\n" + ".inst 0x448243eb // smlalb z11.s, p4/M, z31.h, z2.h\n" + ".inst 0x448247f0 // smlalt z16.s, p4/M, z31.h, z2.h\n" + ".inst 0x448243d3 // smlalb z19.s, p4/M, z30.h, z2.h\n" + ".inst 0x448247c9 // smlalt z9.s, p4/M, z30.h, z2.h\n" + ".inst 0x44824367 // smlalb z7.s, p4/M, z27.h, z2.h\n" + ".inst 0x44824766 // smlalt z6.s, p4/M, z27.h, z2.h\n" + "ld1sb { z27.h }, p3/Z, [x19, x2]\n" + "inch x2\n" + ".inst 0x4482432c // smlalb z12.s, p4/M, z25.h, z2.h\n" + "whilelt p2.s, x2, x0\n" + ".inst 0x44824728 // smlalt z8.s, p4/M, z25.h, z2.h\n" + "mov x19, x2\n" + ".inst 0x448343cb // smlalb z11.s, p4/M, z30.h, z3.h\n" + ".inst 0x4551137b // ssublb z27.h, z27.b, z17.b\n" + ".inst 0x448347d0 // smlalt z16.s, p4/M, z30.h, z3.h\n" + "incw x19\n" + ".inst 0x44834393 // smlalb z19.s, p4/M, z28.h, z3.h\n" + "whilelt p1.s, x19, x0\n" + ".inst 0x44834789 // smlalt z9.s, p4/M, z28.h, z3.h\n" + "whilelt p3.h, x2, x0\n" + ".inst 0x44834327 // smlalb z7.s, p4/M, z25.h, z3.h\n" + ".inst 0x44834726 // smlalt z6.s, p4/M, z25.h, z3.h\n" + ".inst 0x4483430c // smlalb z12.s, p4/M, z24.h, z3.h\n" + ".inst 0x44834708 // smlalt z8.s, p4/M, z24.h, z3.h\n" + ".inst 0x4484438b // smlalb z11.s, p4/M, z28.h, z4.h\n" + ".inst 0x44844790 // smlalt z16.s, p4/M, z28.h, z4.h\n" + ".inst 0x44844353 // smlalb z19.s, p4/M, z26.h, z4.h\n" + ".inst 0x44844749 // smlalt z9.s, p4/M, z26.h, z4.h\n" + ".inst 0x04b5756b // sqrdmulh z11.s, z11.s, z21.s\n" + ".inst 0x04aa7610 // sqrdmulh z16.s, z16.s, z10.s\n" + ".inst 0x04b57673 // sqrdmulh z19.s, z19.s, z21.s\n" + ".inst 0x04aa7529 // sqrdmulh z9.s, z9.s, z10.s\n" + "and z31.d, z11.d, z29.d\n" + "asr z31.s, z31.s, #0x1f\n" + "and z23.d, z16.d, z20.d\n" + "and z25.d, z19.d, z29.d\n" + "asr z23.s, z23.s, #0x1f\n" + "and z18.d, z9.d, z20.d\n" + ".inst 0x44844307 // smlalb z7.s, p4/M, z24.h, z4.h\n" + "asr z25.s, z25.s, #0x1f\n" + ".inst 0x44844706 // smlalt z6.s, p4/M, z24.h, z4.h\n" + "asr z18.s, z18.s, #0x1f\n" + "sqadd z11.s, z11.s, z31.s\n" + ".inst 0x4484436c // smlalb z12.s, p4/M, z27.h, z4.h\n" + ".inst 0x04b574e7 // sqrdmulh z7.s, z7.s, z21.s\n" + "sqadd z16.s, z16.s, z23.s\n" + "sqadd z19.s, z19.s, z25.s\n" + ".inst 0x04aa74c6 // sqrdmulh z6.s, z6.s, z10.s\n" + "sqadd z9.s, z9.s, z18.s\n" + "and z1.d, z7.d, z29.d\n" + "asr z1.s, z1.s, #0x1f\n" + "and z18.d, z6.d, z20.d\n" + ".inst 0x04b5758c // sqrdmulh z12.s, z12.s, z21.s\n" + "asr z18.s, z18.s, #0x1f\n" + ".inst 0x44844768 // smlalt z8.s, p4/M, z27.h, z4.h\n" + ".inst 0x448293ab // srshl z11.s, p4/M, z11.s, z29.s\n" + "and z30.d, z12.d, z29.d\n" + "asr z30.s, z30.s, #0x1f\n" + "add z11.s, z11.s, z14.s\n" + "sqadd z7.s, z7.s, z1.s\n" + "sqadd z6.s, z6.s, z18.s\n" + ".inst 0x04aa7508 // sqrdmulh z8.s, z8.s, z10.s\n" + "smin z11.s, p4/M, z11.s, z15.s\n" + ".inst 0x44829290 // srshl z16.s, p4/M, z16.s, z20.s\n" + "sqadd z12.s, z12.s, z30.s\n" + "and z3.d, z8.d, z20.d\n" + "asr z3.s, z3.s, #0x1f\n" + "add z16.s, z16.s, z14.s\n" + "smax z11.s, p4/M, z11.s, z5.s\n" + ".inst 0x448293b3 // srshl z19.s, p4/M, z19.s, z29.s\n" + ".inst 0x44829289 // srshl z9.s, p4/M, z9.s, z20.s\n" + "smin z16.s, p4/M, z16.s, z15.s\n" + ".inst 0x448293a7 // srshl z7.s, p4/M, z7.s, z29.s\n" + "add z19.s, z19.s, z14.s\n" + "add z9.s, z9.s, z14.s\n" + "sqadd z8.s, z8.s, z3.s\n" + "add z7.s, z7.s, z14.s\n" + "smax z16.s, p4/M, z16.s, z5.s\n" + "smin z19.s, p4/M, z19.s, z15.s\n" + "smin z9.s, p4/M, z9.s, z15.s\n" + "smin z7.s, p4/M, z7.s, z15.s\n" + "trn1 z11.h, z11.h, z16.h\n" + "st1b { z11.h }, p0, [x7, x3]\n" + "smax z19.s, p4/M, z19.s, z5.s\n" + "smax z9.s, p4/M, z9.s, z5.s\n" + "smax z7.s, p4/M, z7.s, z5.s\n" + ".inst 0x44829286 // srshl z6.s, p4/M, z6.s, z20.s\n" + ".inst 0x448293ac // srshl z12.s, p4/M, z12.s, z29.s\n" + "trn1 z19.h, z19.h, z9.h\n" + "st1b { z19.h }, p0, [x8, x3]\n" + "add z6.s, z6.s, z14.s\n" + ".inst 0x44829288 // srshl z8.s, p4/M, z8.s, z20.s\n" + "add z12.s, z12.s, z14.s\n" + "smin z6.s, p4/M, z6.s, z15.s\n" + "add z8.s, z8.s, z14.s\n" + "smin z12.s, p4/M, z12.s, z15.s\n" + "smax z6.s, p4/M, z6.s, z5.s\n" + "smin z8.s, p4/M, z8.s, z15.s\n" + "smax z12.s, p4/M, z12.s, z5.s\n" + "trn1 z7.h, z7.h, z6.h\n" + "st1b { z7.h }, p0, [x17, x3]\n" + "smax z8.s, p4/M, z8.s, z5.s\n" + "trn1 z12.h, z12.h, z8.h\n" + "st1b { z12.h }, p0, [x16, x3]\n" + "inch x3\n" + "ldr x19, [%x[params], %[offsetof_Params_bias]]\n" + "ld1w { z19.s }, p2/Z, [x19]\n" + "ld1w { z6.s }, p1/Z, [x19, #1, MUL VL]\n" + "uzp1 z11.s, z19.s, z6.s\n" + "addvl x19, x19, #2\n" + "str x19, [%x[params], %[offsetof_Params_bias]]\n" + "uzp2 z16.s, z19.s, z6.s\n" + "mov z19.d, z11.d\n" + "ld1sb { z0.h }, p4/Z, [x1]\n" + ".inst 0x454d1000 // ssublb z0.h, z0.b, z13.b\n" + "mov z9.d, z16.d\n" + "ld1sb { z1.h }, p4/Z, [x1, #1, MUL VL]\n" + "mov z7.d, z11.d\n" + "ld1sb { z2.h }, p4/Z, [x1, #2, MUL VL]\n" + ".inst 0x454d1021 // ssublb z1.h, z1.b, z13.b\n" + "mov z6.d, z16.d\n" + "ld1sb { z3.h }, p4/Z, [x1, #3, MUL VL]\n" + "mov z12.d, z11.d\n" + "ld1sb { z4.h }, p4/Z, [x1, #4, MUL VL]\n" + ".inst 0x454d1042 // ssublb z2.h, z2.b, z13.b\n" + "mov z8.d, z16.d\n" + "ldp x28, x27, [x5, #0x0]\n" + ".inst 0x454d1063 // ssublb z3.h, z3.b, z13.b\n" + "ldp x26, x25, [x5, #0x10]\n" + ".inst 0x454d1084 // ssublb z4.h, z4.b, z13.b\n" + "ldp x24, x23, [x5, #0x20]\n" + "ldp x22, x21, [x5, #0x30]\n" + "ldp x20, x19, [x5, #0x40]\n" + "ld1sb { z31.h }, p3/Z, [x28, x2]\n" + ".inst 0x455113ff // ssublb z31.h, z31.b, z17.b\n" + "ld1sb { z30.h }, p3/Z, [x27, x2]\n" + "ld1sb { z29.h }, p3/Z, [x26, x2]\n" + ".inst 0x455113de // ssublb z30.h, z30.b, z17.b\n" + "ld1sb { z28.h }, p3/Z, [x25, x2]\n" + "ld1sb { z27.h }, p3/Z, [x24, x2]\n" + ".inst 0x455113bd // ssublb z29.h, z29.b, z17.b\n" + "ld1sb { z23.h }, p3/Z, [x23, x2]\n" + ".inst 0x4551139c // ssublb z28.h, z28.b, z17.b\n" + "ld1sb { z25.h }, p3/Z, [x22, x2]\n" + "ld1sb { z24.h }, p3/Z, [x21, x2]\n" + ".inst 0x4551137b // ssublb z27.h, z27.b, z17.b\n" + "ld1sb { z26.h }, p3/Z, [x20, x2]\n" + ".inst 0x455112f7 // ssublb z23.h, z23.b, z17.b\n" + "ld1sb { z22.h }, p3/Z, [x19, x2]\n" + ".inst 0x45511339 // ssublb z25.h, z25.b, z17.b\n" + ".inst 0x45511318 // ssublb z24.h, z24.b, z17.b\n" + ".inst 0x4551135a // ssublb z26.h, z26.b, z17.b\n" + ".inst 0x455112d6 // ssublb z22.h, z22.b, z17.b\n" + "b.any 1b\n" + : + : [offsetof_Params_bias] "I" (offsetof(Params, bias)), [offsetof_Params_inptrs] "I" (offsetof(Params, inptrs)), [offsetof_Params_n_channels] "I" (offsetof(Params, n_channels)), [offsetof_Params_outptrs] "I" (offsetof(Params, outptrs)), [offsetof_Params_requant] "I" (offsetof(Params, requant)), [offsetof_Params_requant_muls] "I" (offsetof(Params, requant_muls)), [offsetof_Params_requant_shifts] "I" (offsetof(Params, requant_shifts)), [offsetof_Params_weights] "I" (offsetof(Params, weights)), [offsetof_Requantize32_a_offset] "I" (offsetof(arm_gemm::Requantize32, a_offset)), [offsetof_Requantize32_b_offset] "I" (offsetof(arm_gemm::Requantize32, b_offset)), [offsetof_Requantize32_c_offset] "I" (offsetof(arm_gemm::Requantize32, c_offset)), [offsetof_Requantize32_maxval] "I" (offsetof(arm_gemm::Requantize32, maxval)), [offsetof_Requantize32_minval] "I" (offsetof(arm_gemm::Requantize32, minval)), [params] "r" (¶ms) + : "cc", "memory", "p0", "p1", "p2", "p3", "p4", "x0", "x1", "x2", "x3", "x4", "x5", "x6", "x7", "x8", "x9", "x10", "x11", "x12", "x13", "x14", "x15", "x16", "x17", "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 depthwise +} // namespace arm_conv + +#endif // defined(__aarch64__) && defined(__ARM_FEATURE_SVE) && defined(SVE2) -- cgit v1.2.1