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_u8s8u8q_nhwc_5x5_s1_output2x2_mla_depthfirst/generic.cpp (limited to 'src/core/NEON/kernels/arm_conv/depthwise/kernels/sve_u8s8u8q_nhwc_5x5_s1_output2x2_mla_depthfirst/generic.cpp') diff --git a/src/core/NEON/kernels/arm_conv/depthwise/kernels/sve_u8s8u8q_nhwc_5x5_s1_output2x2_mla_depthfirst/generic.cpp b/src/core/NEON/kernels/arm_conv/depthwise/kernels/sve_u8s8u8q_nhwc_5x5_s1_output2x2_mla_depthfirst/generic.cpp new file mode 100644 index 0000000000..6c321efa29 --- /dev/null +++ b/src/core/NEON/kernels/arm_conv/depthwise/kernels/sve_u8s8u8q_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_u8s8u8q_nhwc_5x5_s1_output2x2_mla_depthfirst_impl( + const unsigned int n_channels, + const uint8_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, + uint8_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; + uint8_t *const *const outptrs; + const uint8_t *inptrs[36]; + + Params( + long unsigned int n_channels, + const uint8_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, + uint8_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 { z9.b }, p4/Z, [x19]\n" + "add x19, x22, %[offsetof_Requantize32_c_offset]\n" + "ld1rb { z14.b }, p4/Z, [x20]\n" + "add x20, x22, %[offsetof_Requantize32_minval]\n" + "ld1rw { z17.s }, p4/Z, [x19]\n" + "add x19, x22, %[offsetof_Requantize32_maxval]\n" + "ld1rw { z12.s }, p4/Z, [x20]\n" + "whilelt p3.h, x2, x0\n" + "ld1rw { z11.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 { z4.s }, p2/Z, [x19]\n" + "ld1w { z16.s }, p1/Z, [x19, #1, MUL VL]\n" + "uzp1 z15.s, z4.s, z16.s\n" + "addvl x19, x19, #2\n" + "str x19, [%x[params], %[offsetof_Params_bias]]\n" + "uzp2 z18.s, z4.s, z16.s\n" + "mov z21.d, z15.d\n" + "ld1sb { z0.h }, p4/Z, [x1]\n" + "mov z5.d, z15.d\n" + "ld1sb { z1.h }, p4/Z, [x1, #1, MUL VL]\n" + "mov z13.d, z18.d\n" + "ld1sb { z2.h }, p4/Z, [x1, #2, MUL VL]\n" + "mov z7.d, z18.d\n" + "ld1sb { z3.h }, p4/Z, [x1, #3, MUL VL]\n" + "mov z6.d, z15.d\n" + "ld1sb { z4.h }, p4/Z, [x1, #4, MUL VL]\n" + "mov z8.d, z18.d\n" + "ldp x28, x27, [x5, #0x0]\n" + ".inst 0x454e1000 // ssublb z0.h, z0.b, z14.b\n" + "ldp x26, x25, [x5, #0x10]\n" + ".inst 0x454e1021 // ssublb z1.h, z1.b, z14.b\n" + ".inst 0x454e1042 // ssublb z2.h, z2.b, z14.b\n" + "ldp x24, x23, [x5, #0x20]\n" + ".inst 0x454e1063 // ssublb z3.h, z3.b, z14.b\n" + ".inst 0x454e1084 // ssublb z4.h, z4.b, z14.b\n" + "ldp x22, x21, [x5, #0x30]\n" + "ldp x20, x19, [x5, #0x40]\n" + "ld1b { z31.h }, p3/Z, [x28, x2]\n" + ".inst 0x45491bff // usublb z31.h, z31.b, z9.b\n" + "ld1b { z30.h }, p3/Z, [x27, x2]\n" + "ld1b { z29.h }, p3/Z, [x26, x2]\n" + ".inst 0x45491bde // usublb z30.h, z30.b, z9.b\n" + "ld1b { z28.h }, p3/Z, [x25, x2]\n" + ".inst 0x45491bbd // usublb z29.h, z29.b, z9.b\n" + "ld1b { z27.h }, p3/Z, [x24, x2]\n" + "ld1b { z23.h }, p3/Z, [x23, x2]\n" + ".inst 0x45491b9c // usublb z28.h, z28.b, z9.b\n" + "ld1b { z25.h }, p3/Z, [x22, x2]\n" + "ld1b { z24.h }, p3/Z, [x21, x2]\n" + ".inst 0x45491b7b // usublb z27.h, z27.b, z9.b\n" + ".inst 0x45491af7 // usublb z23.h, z23.b, z9.b\n" + "ld1b { z26.h }, p3/Z, [x20, x2]\n" + "ld1b { z22.h }, p3/Z, [x19, x2]\n" + ".inst 0x45491b39 // usublb z25.h, z25.b, z9.b\n" + ".inst 0x45491b18 // usublb z24.h, z24.b, z9.b\n" + ".inst 0x45491b5a // usublb z26.h, z26.b, z9.b\n" + ".inst 0x45491ad6 // usublb z22.h, z22.b, z9.b\n" + "1:" // Loop + ".inst 0x448043ef // smlalb z15.s, p4/M, z31.h, z0.h\n" + "ldr x20, [x5, #0x50]\n" + "whilelt p0.h, x3, x0\n" + ".inst 0x448047f2 // smlalt z18.s, p4/M, z31.h, z0.h\n" + "ldr x19, [x5, #0x58]\n" + ".inst 0x448043d5 // smlalb z21.s, p4/M, z30.h, z0.h\n" + "ldr x25, [x5, #0x60]\n" + ".inst 0x448047cd // smlalt z13.s, p4/M, z30.h, z0.h\n" + "ld1b { z31.h }, p3/Z, [x20, x2]\n" + ".inst 0x448043a5 // smlalb z5.s, p4/M, z29.h, z0.h\n" + "ldr x24, [x5, #0x68]\n" + ".inst 0x448047a7 // smlalt z7.s, p4/M, z29.h, z0.h\n" + "ldr x23, [x5, #0x70]\n" + ".inst 0x44804386 // smlalb z6.s, p4/M, z28.h, z0.h\n" + "ldr x22, [x5, #0x78]\n" + ".inst 0x45491bff // usublb z31.h, z31.b, z9.b\n" + "ldr x15, [x5, #0x80]\n" + ".inst 0x44804788 // smlalt z8.s, p4/M, z28.h, z0.h\n" + "ld1sb { z0.h }, p4/Z, [x1, #5, MUL VL]\n" + ".inst 0x448143cf // smlalb z15.s, p4/M, z30.h, z1.h\n" + "ldr x21, [x5, #0x88]\n" + ".inst 0x448147d2 // smlalt z18.s, p4/M, z30.h, z1.h\n" + "ld1b { z30.h }, p3/Z, [x19, x2]\n" + ".inst 0x44814375 // smlalb z21.s, p4/M, z27.h, z1.h\n" + "ldr x20, [x5, #0x90]\n" + ".inst 0x454e1000 // ssublb z0.h, z0.b, z14.b\n" + "ldr x19, [x5, #0x98]\n" + ".inst 0x4481476d // smlalt z13.s, p4/M, z27.h, z1.h\n" + "ldr x14, [x5, #0xa0]\n" + ".inst 0x45491bde // usublb z30.h, z30.b, z9.b\n" + "ldr x13, [x5, #0xa8]\n" + ".inst 0x44814385 // smlalb z5.s, p4/M, z28.h, z1.h\n" + "ldr x12, [x5, #0xb0]\n" + ".inst 0x44814787 // smlalt z7.s, p4/M, z28.h, z1.h\n" + "ldr x11, [x5, #0xb8]\n" + ".inst 0x448142e6 // smlalb z6.s, p4/M, z23.h, z1.h\n" + "ldr x10, [x5, #0xc0]\n" + ".inst 0x448146e8 // smlalt z8.s, p4/M, z23.h, z1.h\n" + "ld1sb { z1.h }, p4/Z, [x1, #6, MUL VL]\n" + ".inst 0x4482436f // smlalb z15.s, p4/M, z27.h, z2.h\n" + "ldr x9, [x5, #0xc8]\n" + ".inst 0x44824772 // smlalt z18.s, p4/M, z27.h, z2.h\n" + "ld1b { z27.h }, p3/Z, [x25, x2]\n" + ".inst 0x44824335 // smlalb z21.s, p4/M, z25.h, z2.h\n" + "ldr x28, [x5, #0xd0]\n" + ".inst 0x454e1021 // ssublb z1.h, z1.b, z14.b\n" + "ldr x27, [x5, #0xd8]\n" + ".inst 0x4482472d // smlalt z13.s, p4/M, z25.h, z2.h\n" + "ldr x26, [x5, #0xe0]\n" + ".inst 0x45491b7b // usublb z27.h, z27.b, z9.b\n" + "ld1w { z19.s }, p2/Z, [x4]\n" + ".inst 0x448242e5 // smlalb z5.s, p4/M, z23.h, z2.h\n" + "ld1w { z16.s }, p1/Z, [x4, #1, MUL VL]\n" + "addvl x4, x4, #2\n" + ".inst 0x448246e7 // smlalt z7.s, p4/M, z23.h, z2.h\n" + ".inst 0x448243e6 // smlalb z6.s, p4/M, z31.h, z2.h\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" + "uzp1 z10.s, z19.s, z16.s\n" + "uzp2 z20.s, z19.s, z16.s\n" + "ld1w { z19.s }, p2/Z, [x6]\n" + ".inst 0x4483432f // smlalb z15.s, p4/M, z25.h, z3.h\n" + "ld1w { z16.s }, p1/Z, [x6, #1, MUL VL]\n" + "addvl x6, x6, #2\n" + ".inst 0x454e1042 // ssublb z2.h, z2.b, z14.b\n" + ".inst 0x44834732 // smlalt z18.s, p4/M, z25.h, z3.h\n" + "ld1b { z25.h }, p3/Z, [x24, x2]\n" + ".inst 0x44834315 // smlalb z21.s, p4/M, z24.h, z3.h\n" + "ldr x25, [x5, #0xe8]\n" + ".inst 0x4483470d // smlalt z13.s, p4/M, z24.h, z3.h\n" + ".inst 0x448343e5 // smlalb z5.s, p4/M, z31.h, z3.h\n" + ".inst 0x45491b39 // usublb z25.h, z25.b, z9.b\n" + ".inst 0x448347e7 // smlalt z7.s, p4/M, z31.h, z3.h\n" + ".inst 0x448343c6 // smlalb z6.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 0x4484430f // smlalb z15.s, p4/M, z24.h, z4.h\n" + ".inst 0x44844712 // smlalt z18.s, p4/M, z24.h, z4.h\n" + "ld1b { z24.h }, p3/Z, [x23, x2]\n" + ".inst 0x44844375 // smlalb z21.s, p4/M, z27.h, z4.h\n" + "ldr x24, [x5, #0xf0]\n" + ".inst 0x454e1063 // ssublb z3.h, z3.b, z14.b\n" + ".inst 0x4484476d // smlalt z13.s, p4/M, z27.h, z4.h\n" + "ld1b { z27.h }, p3/Z, [x22, x2]\n" + ".inst 0x45491b18 // usublb z24.h, z24.b, z9.b\n" + "ldr x23, [x5, #0xf8]\n" + ".inst 0x448443c5 // smlalb z5.s, p4/M, z30.h, z4.h\n" + ".inst 0x448447c7 // smlalt z7.s, p4/M, z30.h, z4.h\n" + ".inst 0x45491b7b // usublb z27.h, z27.b, z9.b\n" + ".inst 0x44844346 // smlalb z6.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 0x448043af // smlalb z15.s, p4/M, z29.h, z0.h\n" + ".inst 0x448047b2 // smlalt z18.s, p4/M, z29.h, z0.h\n" + "uzp1 z29.s, z19.s, z16.s\n" + ".inst 0x454e1084 // ssublb z4.h, z4.b, z14.b\n" + "uzp2 z19.s, z19.s, z16.s\n" + ".inst 0x44804395 // smlalb z21.s, p4/M, z28.h, z0.h\n" + ".inst 0x4480478d // smlalt z13.s, p4/M, z28.h, z0.h\n" + ".inst 0x448042c5 // smlalb z5.s, p4/M, z22.h, z0.h\n" + ".inst 0x448046c7 // smlalt z7.s, p4/M, z22.h, z0.h\n" + ".inst 0x44804326 // smlalb z6.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 0x4481438f // smlalb z15.s, p4/M, z28.h, z1.h\n" + ".inst 0x44814792 // smlalt z18.s, p4/M, z28.h, z1.h\n" + "ld1b { z28.h }, p3/Z, [x21, x2]\n" + ".inst 0x448142f5 // smlalb z21.s, p4/M, z23.h, z1.h\n" + "ldr x22, [x5, #0x100]\n" + ".inst 0x454e1000 // ssublb z0.h, z0.b, z14.b\n" + ".inst 0x448146ed // smlalt z13.s, p4/M, z23.h, z1.h\n" + ".inst 0x45491b9c // usublb z28.h, z28.b, z9.b\n" + ".inst 0x44814325 // smlalb z5.s, p4/M, z25.h, z1.h\n" + ".inst 0x44814727 // smlalt z7.s, p4/M, z25.h, z1.h\n" + ".inst 0x44814306 // smlalb z6.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 0x448242ef // smlalb z15.s, p4/M, z23.h, z2.h\n" + ".inst 0x448246f2 // smlalt z18.s, p4/M, z23.h, z2.h\n" + "ld1b { z23.h }, p3/Z, [x15, x2]\n" + ".inst 0x448243f5 // smlalb z21.s, p4/M, z31.h, z2.h\n" + "ldr x21, [x5, #0x108]\n" + ".inst 0x454e1021 // ssublb z1.h, z1.b, z14.b\n" + ".inst 0x448247ed // smlalt z13.s, p4/M, z31.h, z2.h\n" + ".inst 0x45491af7 // usublb z23.h, z23.b, z9.b\n" + ".inst 0x44824305 // smlalb z5.s, p4/M, z24.h, z2.h\n" + ".inst 0x44824707 // smlalt z7.s, p4/M, z24.h, z2.h\n" + ".inst 0x44824366 // smlalb z6.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 0x448343ef // smlalb z15.s, p4/M, z31.h, z3.h\n" + ".inst 0x448347f2 // smlalt z18.s, p4/M, z31.h, z3.h\n" + "ld1b { z31.h }, p3/Z, [x20, x2]\n" + ".inst 0x448343d5 // smlalb z21.s, p4/M, z30.h, z3.h\n" + "ldr x20, [x5, #0x110]\n" + ".inst 0x454e1042 // ssublb z2.h, z2.b, z14.b\n" + ".inst 0x448347cd // smlalt z13.s, p4/M, z30.h, z3.h\n" + ".inst 0x45491bff // usublb z31.h, z31.b, z9.b\n" + ".inst 0x44834365 // smlalb z5.s, p4/M, z27.h, z3.h\n" + ".inst 0x44834767 // smlalt z7.s, p4/M, z27.h, z3.h\n" + ".inst 0x448342e6 // smlalb z6.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 0x448443cf // smlalb z15.s, p4/M, z30.h, z4.h\n" + ".inst 0x448447d2 // smlalt z18.s, p4/M, z30.h, z4.h\n" + "ld1b { z30.h }, p3/Z, [x19, x2]\n" + ".inst 0x44844355 // smlalb z21.s, p4/M, z26.h, z4.h\n" + "ldr x19, [x5, #0x118]\n" + ".inst 0x454e1063 // ssublb z3.h, z3.b, z14.b\n" + ".inst 0x4484474d // smlalt z13.s, p4/M, z26.h, z4.h\n" + "ld1b { z26.h }, p3/Z, [x14, x2]\n" + ".inst 0x45491bde // usublb z30.h, z30.b, z9.b\n" + ".inst 0x448442e5 // smlalb z5.s, p4/M, z23.h, z4.h\n" + ".inst 0x448446e7 // smlalt z7.s, p4/M, z23.h, z4.h\n" + ".inst 0x45491b5a // usublb z26.h, z26.b, z9.b\n" + ".inst 0x44844386 // smlalb z6.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 0x448042cf // smlalb z15.s, p4/M, z22.h, z0.h\n" + ".inst 0x448046d2 // smlalt z18.s, p4/M, z22.h, z0.h\n" + "ld1b { z22.h }, p3/Z, [x11, x2]\n" + ".inst 0x44804335 // smlalb z21.s, p4/M, z25.h, z0.h\n" + ".inst 0x454e1084 // ssublb z4.h, z4.b, z14.b\n" + ".inst 0x4480472d // smlalt z13.s, p4/M, z25.h, z0.h\n" + ".inst 0x45491ad6 // usublb z22.h, z22.b, z9.b\n" + ".inst 0x448043e5 // smlalb z5.s, p4/M, z31.h, z0.h\n" + ".inst 0x448047e7 // smlalt z7.s, p4/M, z31.h, z0.h\n" + ".inst 0x448043c6 // smlalb z6.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 0x4481432f // smlalb z15.s, p4/M, z25.h, z1.h\n" + ".inst 0x44814732 // smlalt z18.s, p4/M, z25.h, z1.h\n" + "ld1b { z25.h }, p3/Z, [x13, x2]\n" + ".inst 0x44814315 // smlalb z21.s, p4/M, z24.h, z1.h\n" + ".inst 0x454e1000 // ssublb z0.h, z0.b, z14.b\n" + ".inst 0x4481470d // smlalt z13.s, p4/M, z24.h, z1.h\n" + ".inst 0x45491b39 // usublb z25.h, z25.b, z9.b\n" + ".inst 0x448143c5 // smlalb z5.s, p4/M, z30.h, z1.h\n" + ".inst 0x448147c7 // smlalt z7.s, p4/M, z30.h, z1.h\n" + ".inst 0x44814346 // smlalb z6.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 0x4482430f // smlalb z15.s, p4/M, z24.h, z2.h\n" + ".inst 0x44824712 // smlalt z18.s, p4/M, z24.h, z2.h\n" + "ld1b { z24.h }, p3/Z, [x12, x2]\n" + ".inst 0x44824375 // smlalb z21.s, p4/M, z27.h, z2.h\n" + ".inst 0x454e1021 // ssublb z1.h, z1.b, z14.b\n" + ".inst 0x4482476d // smlalt z13.s, p4/M, z27.h, z2.h\n" + ".inst 0x45491b18 // usublb z24.h, z24.b, z9.b\n" + ".inst 0x44824345 // smlalb z5.s, p4/M, z26.h, z2.h\n" + ".inst 0x44824747 // smlalt z7.s, p4/M, z26.h, z2.h\n" + ".inst 0x44824326 // smlalb z6.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 0x4483436f // smlalb z15.s, p4/M, z27.h, z3.h\n" + ".inst 0x44834772 // smlalt z18.s, p4/M, z27.h, z3.h\n" + "ld1b { z27.h }, p3/Z, [x10, x2]\n" + ".inst 0x448342f5 // smlalb z21.s, p4/M, z23.h, z3.h\n" + ".inst 0x454e1042 // ssublb z2.h, z2.b, z14.b\n" + ".inst 0x448346ed // smlalt z13.s, p4/M, z23.h, z3.h\n" + ".inst 0x45491b7b // usublb z27.h, z27.b, z9.b\n" + ".inst 0x44834325 // smlalb z5.s, p4/M, z25.h, z3.h\n" + ".inst 0x44834727 // smlalt z7.s, p4/M, z25.h, z3.h\n" + ".inst 0x44834306 // smlalb z6.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 0x448442ef // smlalb z15.s, p4/M, z23.h, z4.h\n" + ".inst 0x448446f2 // smlalt z18.s, p4/M, z23.h, z4.h\n" + "ld1b { z23.h }, p3/Z, [x9, x2]\n" + ".inst 0x44844395 // smlalb z21.s, p4/M, z28.h, z4.h\n" + ".inst 0x454e1063 // ssublb z3.h, z3.b, z14.b\n" + ".inst 0x4484478d // smlalt z13.s, p4/M, z28.h, z4.h\n" + "ld1b { z28.h }, p3/Z, [x26, x2]\n" + ".inst 0x45491af7 // usublb z23.h, z23.b, z9.b\n" + ".inst 0x44844305 // smlalb z5.s, p4/M, z24.h, z4.h\n" + ".inst 0x44844707 // smlalt z7.s, p4/M, z24.h, z4.h\n" + ".inst 0x45491b9c // usublb z28.h, z28.b, z9.b\n" + ".inst 0x448442c6 // smlalb z6.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 0x448043ef // smlalb z15.s, p4/M, z31.h, z0.h\n" + ".inst 0x448047f2 // smlalt z18.s, p4/M, z31.h, z0.h\n" + "ld1b { z31.h }, p3/Z, [x28, x2]\n" + ".inst 0x448043d5 // smlalb z21.s, p4/M, z30.h, z0.h\n" + ".inst 0x454e1084 // ssublb z4.h, z4.b, z14.b\n" + ".inst 0x448047cd // smlalt z13.s, p4/M, z30.h, z0.h\n" + ".inst 0x45491bff // usublb z31.h, z31.b, z9.b\n" + ".inst 0x44804365 // smlalb z5.s, p4/M, z27.h, z0.h\n" + ".inst 0x44804767 // smlalt z7.s, p4/M, z27.h, z0.h\n" + ".inst 0x448042e6 // smlalb z6.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 0x448143cf // smlalb z15.s, p4/M, z30.h, z1.h\n" + ".inst 0x448147d2 // smlalt z18.s, p4/M, z30.h, z1.h\n" + "ld1b { z30.h }, p3/Z, [x27, x2]\n" + ".inst 0x44814355 // smlalb z21.s, p4/M, z26.h, z1.h\n" + ".inst 0x454e1000 // ssublb z0.h, z0.b, z14.b\n" + ".inst 0x4481474d // smlalt z13.s, p4/M, z26.h, z1.h\n" + ".inst 0x45491bde // usublb z30.h, z30.b, z9.b\n" + ".inst 0x448142e5 // smlalb z5.s, p4/M, z23.h, z1.h\n" + ".inst 0x448146e7 // smlalt z7.s, p4/M, z23.h, z1.h\n" + ".inst 0x448143e6 // smlalb z6.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 0x4482434f // smlalb z15.s, p4/M, z26.h, z2.h\n" + ".inst 0x44824752 // smlalt z18.s, p4/M, z26.h, z2.h\n" + "ld1b { z26.h }, p3/Z, [x25, x2]\n" + ".inst 0x44824335 // smlalb z21.s, p4/M, z25.h, z2.h\n" + ".inst 0x454e1021 // ssublb z1.h, z1.b, z14.b\n" + ".inst 0x4482472d // smlalt z13.s, p4/M, z25.h, z2.h\n" + ".inst 0x45491b5a // usublb z26.h, z26.b, z9.b\n" + ".inst 0x448243e5 // smlalb z5.s, p4/M, z31.h, z2.h\n" + ".inst 0x448247e7 // smlalt z7.s, p4/M, z31.h, z2.h\n" + ".inst 0x448243c6 // smlalb z6.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 0x4483432f // smlalb z15.s, p4/M, z25.h, z3.h\n" + ".inst 0x44834732 // smlalt z18.s, p4/M, z25.h, z3.h\n" + "ld1b { z25.h }, p3/Z, [x24, x2]\n" + ".inst 0x44834315 // smlalb z21.s, p4/M, z24.h, z3.h\n" + ".inst 0x454e1042 // ssublb z2.h, z2.b, z14.b\n" + ".inst 0x4483470d // smlalt z13.s, p4/M, z24.h, z3.h\n" + ".inst 0x45491b39 // usublb z25.h, z25.b, z9.b\n" + ".inst 0x448343c5 // smlalb z5.s, p4/M, z30.h, z3.h\n" + ".inst 0x448347c7 // smlalt z7.s, p4/M, z30.h, z3.h\n" + ".inst 0x44834386 // smlalb z6.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 0x4484430f // smlalb z15.s, p4/M, z24.h, z4.h\n" + ".inst 0x44844712 // smlalt z18.s, p4/M, z24.h, z4.h\n" + "ld1b { z24.h }, p3/Z, [x23, x2]\n" + ".inst 0x448442d5 // smlalb z21.s, p4/M, z22.h, z4.h\n" + ".inst 0x454e1063 // ssublb z3.h, z3.b, z14.b\n" + ".inst 0x448446cd // smlalt z13.s, p4/M, z22.h, z4.h\n" + ".inst 0x45491b18 // usublb z24.h, z24.b, z9.b\n" + ".inst 0x44844385 // smlalb z5.s, p4/M, z28.h, z4.h\n" + ".inst 0x44844787 // smlalt z7.s, p4/M, z28.h, z4.h\n" + ".inst 0x44844346 // smlalb z6.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 0x4480436f // smlalb z15.s, p4/M, z27.h, z0.h\n" + ".inst 0x44804772 // smlalt z18.s, p4/M, z27.h, z0.h\n" + "ld1b { z27.h }, p3/Z, [x22, x2]\n" + ".inst 0x448042f5 // smlalb z21.s, p4/M, z23.h, z0.h\n" + ".inst 0x454e1084 // ssublb z4.h, z4.b, z14.b\n" + ".inst 0x448046ed // smlalt z13.s, p4/M, z23.h, z0.h\n" + ".inst 0x45491b7b // usublb z27.h, z27.b, z9.b\n" + ".inst 0x44804325 // smlalb z5.s, p4/M, z25.h, z0.h\n" + ".inst 0x44804727 // smlalt z7.s, p4/M, z25.h, z0.h\n" + "ld1b { z25.h }, p3/Z, [x21, x2]\n" + ".inst 0x44804306 // smlalb z6.s, p4/M, z24.h, z0.h\n" + ".inst 0x44804708 // smlalt z8.s, p4/M, z24.h, z0.h\n" + ".inst 0x448142ef // smlalb z15.s, p4/M, z23.h, z1.h\n" + ".inst 0x45491b39 // usublb z25.h, z25.b, z9.b\n" + ".inst 0x448146f2 // smlalt z18.s, p4/M, z23.h, z1.h\n" + ".inst 0x448143f5 // smlalb z21.s, p4/M, z31.h, z1.h\n" + ".inst 0x448147ed // smlalt z13.s, p4/M, z31.h, z1.h\n" + ".inst 0x44814305 // smlalb z5.s, p4/M, z24.h, z1.h\n" + ".inst 0x44814707 // smlalt z7.s, p4/M, z24.h, z1.h\n" + "ld1b { z24.h }, p3/Z, [x20, x2]\n" + ".inst 0x44814366 // smlalb z6.s, p4/M, z27.h, z1.h\n" + ".inst 0x44814768 // smlalt z8.s, p4/M, z27.h, z1.h\n" + ".inst 0x448243ef // smlalb z15.s, p4/M, z31.h, z2.h\n" + ".inst 0x45491b18 // usublb z24.h, z24.b, z9.b\n" + ".inst 0x448247f2 // smlalt z18.s, p4/M, z31.h, z2.h\n" + ".inst 0x448243d5 // smlalb z21.s, p4/M, z30.h, z2.h\n" + ".inst 0x448247cd // smlalt z13.s, p4/M, z30.h, z2.h\n" + ".inst 0x44824365 // smlalb z5.s, p4/M, z27.h, z2.h\n" + ".inst 0x44824767 // smlalt z7.s, p4/M, z27.h, z2.h\n" + "ld1b { z27.h }, p3/Z, [x19, x2]\n" + "inch x2\n" + ".inst 0x44824326 // smlalb z6.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 0x448343cf // smlalb z15.s, p4/M, z30.h, z3.h\n" + "incw x19\n" + ".inst 0x45491b7b // usublb z27.h, z27.b, z9.b\n" + "whilelt p1.s, x19, x0\n" + ".inst 0x448347d2 // smlalt z18.s, p4/M, z30.h, z3.h\n" + "whilelt p3.h, x2, x0\n" + ".inst 0x44834395 // smlalb z21.s, p4/M, z28.h, z3.h\n" + ".inst 0x4483478d // smlalt z13.s, p4/M, z28.h, z3.h\n" + ".inst 0x44834325 // smlalb z5.s, p4/M, z25.h, z3.h\n" + ".inst 0x44834727 // smlalt z7.s, p4/M, z25.h, z3.h\n" + ".inst 0x44834306 // smlalb z6.s, p4/M, z24.h, z3.h\n" + ".inst 0x44834708 // smlalt z8.s, p4/M, z24.h, z3.h\n" + ".inst 0x4484438f // smlalb z15.s, p4/M, z28.h, z4.h\n" + ".inst 0x44844792 // smlalt z18.s, p4/M, z28.h, z4.h\n" + ".inst 0x44844355 // smlalb z21.s, p4/M, z26.h, z4.h\n" + ".inst 0x4484474d // smlalt z13.s, p4/M, z26.h, z4.h\n" + ".inst 0x04aa75ef // sqrdmulh z15.s, z15.s, z10.s\n" + ".inst 0x04b47652 // sqrdmulh z18.s, z18.s, z20.s\n" + ".inst 0x04aa76b5 // sqrdmulh z21.s, z21.s, z10.s\n" + ".inst 0x04b475ad // sqrdmulh z13.s, z13.s, z20.s\n" + "and z28.d, z15.d, z29.d\n" + "and z26.d, z18.d, z19.d\n" + "and z16.d, z21.d, z29.d\n" + "asr z28.s, z28.s, #0x1f\n" + "asr z26.s, z26.s, #0x1f\n" + "asr z16.s, z16.s, #0x1f\n" + "sqadd z15.s, z15.s, z28.s\n" + "sqadd z18.s, z18.s, z26.s\n" + "sqadd z21.s, z21.s, z16.s\n" + "and z16.d, z13.d, z19.d\n" + ".inst 0x44844305 // smlalb z5.s, p4/M, z24.h, z4.h\n" + ".inst 0x44844707 // smlalt z7.s, p4/M, z24.h, z4.h\n" + "asr z16.s, z16.s, #0x1f\n" + ".inst 0x44844366 // smlalb z6.s, p4/M, z27.h, z4.h\n" + ".inst 0x04aa74a5 // sqrdmulh z5.s, z5.s, z10.s\n" + "sqadd z13.s, z13.s, z16.s\n" + ".inst 0x04b474e7 // sqrdmulh z7.s, z7.s, z20.s\n" + ".inst 0x04aa74c6 // sqrdmulh z6.s, z6.s, z10.s\n" + "and z16.d, z5.d, z29.d\n" + ".inst 0x44844768 // smlalt z8.s, p4/M, z27.h, z4.h\n" + "and z25.d, z7.d, z19.d\n" + "asr z16.s, z16.s, #0x1f\n" + "and z26.d, z6.d, z29.d\n" + "asr z25.s, z25.s, #0x1f\n" + "sqadd z5.s, z5.s, z16.s\n" + "asr z26.s, z26.s, #0x1f\n" + "sqadd z7.s, z7.s, z25.s\n" + ".inst 0x04b47508 // sqrdmulh z8.s, z8.s, z20.s\n" + "sqadd z6.s, z6.s, z26.s\n" + ".inst 0x448293af // srshl z15.s, p4/M, z15.s, z29.s\n" + ".inst 0x44829272 // srshl z18.s, p4/M, z18.s, z19.s\n" + "and z16.d, z8.d, z19.d\n" + ".inst 0x448293b5 // srshl z21.s, p4/M, z21.s, z29.s\n" + "add z15.s, z15.s, z17.s\n" + "add z18.s, z18.s, z17.s\n" + "asr z16.s, z16.s, #0x1f\n" + "add z21.s, z21.s, z17.s\n" + "smin z15.s, p4/M, z15.s, z11.s\n" + "sqadd z8.s, z8.s, z16.s\n" + "smin z18.s, p4/M, z18.s, z11.s\n" + "smin z21.s, p4/M, z21.s, z11.s\n" + "smax z15.s, p4/M, z15.s, z12.s\n" + ".inst 0x4482926d // srshl z13.s, p4/M, z13.s, z19.s\n" + "smax z18.s, p4/M, z18.s, z12.s\n" + "smax z21.s, p4/M, z21.s, z12.s\n" + ".inst 0x448293a5 // srshl z5.s, p4/M, z5.s, z29.s\n" + "add z13.s, z13.s, z17.s\n" + "trn1 z15.h, z15.h, z18.h\n" + "st1b { z15.h }, p0, [x7, x3]\n" + "add z5.s, z5.s, z17.s\n" + "smin z13.s, p4/M, z13.s, z11.s\n" + ".inst 0x44829267 // srshl z7.s, p4/M, z7.s, z19.s\n" + ".inst 0x448293a6 // srshl z6.s, p4/M, z6.s, z29.s\n" + "smin z5.s, p4/M, z5.s, z11.s\n" + "smax z13.s, p4/M, z13.s, z12.s\n" + "add z7.s, z7.s, z17.s\n" + "add z6.s, z6.s, z17.s\n" + "smax z5.s, p4/M, z5.s, z12.s\n" + "trn1 z21.h, z21.h, z13.h\n" + "st1b { z21.h }, p0, [x8, x3]\n" + "smin z7.s, p4/M, z7.s, z11.s\n" + "smin z6.s, p4/M, z6.s, z11.s\n" + ".inst 0x44829268 // srshl z8.s, p4/M, z8.s, z19.s\n" + "smax z7.s, p4/M, z7.s, z12.s\n" + "smax z6.s, p4/M, z6.s, z12.s\n" + "add z8.s, z8.s, z17.s\n" + "trn1 z5.h, z5.h, z7.h\n" + "st1b { z5.h }, p0, [x17, x3]\n" + "smin z8.s, p4/M, z8.s, z11.s\n" + "smax z8.s, p4/M, z8.s, z12.s\n" + "trn1 z6.h, z6.h, z8.h\n" + "st1b { z6.h }, p0, [x16, x3]\n" + "inch x3\n" + "ldr x19, [%x[params], %[offsetof_Params_bias]]\n" + "ld1w { z4.s }, p2/Z, [x19]\n" + "ld1w { z16.s }, p1/Z, [x19, #1, MUL VL]\n" + "uzp1 z15.s, z4.s, z16.s\n" + "addvl x19, x19, #2\n" + "str x19, [%x[params], %[offsetof_Params_bias]]\n" + "uzp2 z18.s, z4.s, z16.s\n" + "mov z21.d, z15.d\n" + "ld1sb { z0.h }, p4/Z, [x1]\n" + "mov z5.d, z15.d\n" + "ld1sb { z1.h }, p4/Z, [x1, #1, MUL VL]\n" + "mov z13.d, z18.d\n" + "ld1sb { z2.h }, p4/Z, [x1, #2, MUL VL]\n" + "mov z7.d, z18.d\n" + "ld1sb { z3.h }, p4/Z, [x1, #3, MUL VL]\n" + "mov z6.d, z15.d\n" + "ld1sb { z4.h }, p4/Z, [x1, #4, MUL VL]\n" + "mov z8.d, z18.d\n" + "ldp x28, x27, [x5, #0x0]\n" + ".inst 0x454e1000 // ssublb z0.h, z0.b, z14.b\n" + "ldp x26, x25, [x5, #0x10]\n" + ".inst 0x454e1021 // ssublb z1.h, z1.b, z14.b\n" + ".inst 0x454e1042 // ssublb z2.h, z2.b, z14.b\n" + "ldp x24, x23, [x5, #0x20]\n" + ".inst 0x454e1063 // ssublb z3.h, z3.b, z14.b\n" + ".inst 0x454e1084 // ssublb z4.h, z4.b, z14.b\n" + "ldp x22, x21, [x5, #0x30]\n" + "ldp x20, x19, [x5, #0x40]\n" + "ld1b { z31.h }, p3/Z, [x28, x2]\n" + ".inst 0x45491bff // usublb z31.h, z31.b, z9.b\n" + "ld1b { z30.h }, p3/Z, [x27, x2]\n" + "ld1b { z29.h }, p3/Z, [x26, x2]\n" + ".inst 0x45491bde // usublb z30.h, z30.b, z9.b\n" + "ld1b { z28.h }, p3/Z, [x25, x2]\n" + ".inst 0x45491bbd // usublb z29.h, z29.b, z9.b\n" + "ld1b { z27.h }, p3/Z, [x24, x2]\n" + "ld1b { z23.h }, p3/Z, [x23, x2]\n" + ".inst 0x45491b9c // usublb z28.h, z28.b, z9.b\n" + "ld1b { z25.h }, p3/Z, [x22, x2]\n" + "ld1b { z24.h }, p3/Z, [x21, x2]\n" + ".inst 0x45491b7b // usublb z27.h, z27.b, z9.b\n" + ".inst 0x45491af7 // usublb z23.h, z23.b, z9.b\n" + "ld1b { z26.h }, p3/Z, [x20, x2]\n" + "ld1b { z22.h }, p3/Z, [x19, x2]\n" + ".inst 0x45491b39 // usublb z25.h, z25.b, z9.b\n" + ".inst 0x45491b18 // usublb z24.h, z24.b, z9.b\n" + ".inst 0x45491b5a // usublb z26.h, z26.b, z9.b\n" + ".inst 0x45491ad6 // usublb z22.h, z22.b, z9.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