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 | 459 +++++++++++++++++++++ 1 file changed, 459 insertions(+) create mode 100644 src/core/NEON/kernels/arm_conv/depthwise/kernels/sve_u8q_nhwc_3x3_s2_output2x2_mla_depthfirst/generic.cpp (limited to 'src/core/NEON/kernels/arm_conv/depthwise/kernels/sve_u8q_nhwc_3x3_s2_output2x2_mla_depthfirst/generic.cpp') diff --git a/src/core/NEON/kernels/arm_conv/depthwise/kernels/sve_u8q_nhwc_3x3_s2_output2x2_mla_depthfirst/generic.cpp b/src/core/NEON/kernels/arm_conv/depthwise/kernels/sve_u8q_nhwc_3x3_s2_output2x2_mla_depthfirst/generic.cpp new file mode 100644 index 0000000000..bc8f0ac1d9 --- /dev/null +++ b/src/core/NEON/kernels/arm_conv/depthwise/kernels/sve_u8q_nhwc_3x3_s2_output2x2_mla_depthfirst/generic.cpp @@ -0,0 +1,459 @@ +/* + * 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 "src/core/NEON/kernels/arm_gemm/utils.hpp" + +#include +#include + +#if defined(__aarch64__) && defined(__ARM_FEATURE_SVE) && defined(SVE2) + +namespace arm_conv { +namespace depthwise { + +void sve_u8q_nhwc_3x3_s2_output2x2_mla_depthfirst_impl( + const unsigned int n_channels, + const uint8_t *const *const inptrs, + const uint8_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 uint8_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[25]; + + Params( + long unsigned int n_channels, + const uint8_t *const *inptrs_raw, + const uint8_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[12]; + inptrs[1] = inptrs_raw[0]; + inptrs[2] = inptrs_raw[1]; + inptrs[3] = inptrs_raw[3]; + inptrs[4] = inptrs_raw[4]; + inptrs[5] = inptrs_raw[5]; + inptrs[6] = inptrs_raw[6]; + inptrs[7] = inptrs_raw[2]; + inptrs[8] = inptrs_raw[8]; + inptrs[9] = inptrs_raw[9]; + inptrs[10] = inptrs_raw[7]; + inptrs[11] = inptrs_raw[15]; + inptrs[12] = inptrs_raw[10]; + inptrs[13] = inptrs_raw[16]; + inptrs[14] = inptrs_raw[11]; + inptrs[15] = inptrs_raw[18]; + inptrs[16] = inptrs_raw[13]; + inptrs[17] = inptrs_raw[19]; + inptrs[18] = inptrs_raw[20]; + inptrs[19] = inptrs_raw[14]; + inptrs[20] = inptrs_raw[21]; + inptrs[21] = inptrs_raw[17]; + inptrs[22] = inptrs_raw[23]; + inptrs[23] = inptrs_raw[22]; + inptrs[24] = inptrs_raw[24]; + + } + }; + + const Params params(n_channels, inptrs, weights, bias, qp, + requant_muls, requant_shifts, outptrs); + + __asm__ __volatile__( + "ldr x5, [%x[params], %[offsetof_Params_n_channels]]\n" + "ptrue p4.b\n" + "ldr x6, [%x[params], %[offsetof_Params_weights]]\n" + "mov x7, #0x0\n" + "ldr x22, [%x[params], %[offsetof_Params_requant]]\n" + "mov x8, #0x0\n" + "ldr x17, [%x[params], %[offsetof_Params_requant_muls]]\n" + "add x16, %x[params], %[offsetof_Params_inptrs]\n" + "ldr x15, [%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 { z19.b }, p4/Z, [x19]\n" + "add x19, x22, %[offsetof_Requantize32_c_offset]\n" + "ld1rb { z12.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 { z20.s }, p4/Z, [x20]\n" + "whilelt p3.h, x7, x5\n" + "ld1rw { z15.s }, p4/Z, [x19]\n" + "whilelt p2.s, x7, x5\n" + "ldp x14, x13, [x21, #0x0]\n" + "mov x19, x7\n" + "incw x19\n" + "ldp x12, x11, [x21, #0x10]\n" + "whilelt p1.s, x19, x5\n" + "ldr x19, [%x[params], %[offsetof_Params_bias]]\n" + "ld1w { z18.s }, p2/Z, [x19]\n" + "ld1w { z16.s }, p1/Z, [x19, #1, MUL VL]\n" + "uzp1 z13.s, z18.s, z16.s\n" + "addvl x19, x19, #2\n" + "str x19, [%x[params], %[offsetof_Params_bias]]\n" + "uzp2 z16.s, z18.s, z16.s\n" + "mov z11.d, z13.d\n" + "ld1b { z0.h }, p4/Z, [x6]\n" + ".inst 0x454c1800 // usublb z0.h, z0.b, z12.b\n" + "mov z9.d, z16.d\n" + "ld1b { z1.h }, p4/Z, [x6, #1, MUL VL]\n" + "mov z18.d, z13.d\n" + "ld1b { z2.h }, p4/Z, [x6, #2, MUL VL]\n" + ".inst 0x454c1821 // usublb z1.h, z1.b, z12.b\n" + "mov z10.d, z16.d\n" + "ld1b { z3.h }, p4/Z, [x6, #3, MUL VL]\n" + "mov z22.d, z13.d\n" + "ld1b { z4.h }, p4/Z, [x6, #4, MUL VL]\n" + ".inst 0x454c1842 // usublb z2.h, z2.b, z12.b\n" + "mov z23.d, z16.d\n" + "ld1b { z5.h }, p4/Z, [x6, #5, MUL VL]\n" + ".inst 0x454c1863 // usublb z3.h, z3.b, z12.b\n" + "ld1b { z6.h }, p4/Z, [x6, #6, MUL VL]\n" + "ld1b { z7.h }, p4/Z, [x6, #7, MUL VL]\n" + ".inst 0x454c1884 // usublb z4.h, z4.b, z12.b\n" + "inch x6, ALL, MUL #8\n" + "ld1b { z8.h }, p4/Z, [x6]\n" + "ldp x26, x25, [x16, #0x0]\n" + ".inst 0x454c18a5 // usublb z5.h, z5.b, z12.b\n" + ".inst 0x454c18c6 // usublb z6.h, z6.b, z12.b\n" + "ldp x24, x23, [x16, #0x10]\n" + ".inst 0x454c18e7 // usublb z7.h, z7.b, z12.b\n" + ".inst 0x454c1908 // usublb z8.h, z8.b, z12.b\n" + "ldp x22, x21, [x16, #0x20]\n" + "ldp x20, x19, [x16, #0x30]\n" + "ld1b { z31.h }, p3/Z, [x26, x7]\n" + ".inst 0x45531bff // usublb z31.h, z31.b, z19.b\n" + "ld1b { z30.h }, p3/Z, [x25, x7]\n" + "ld1b { z29.h }, p3/Z, [x24, x7]\n" + ".inst 0x45531bde // usublb z30.h, z30.b, z19.b\n" + "ld1b { z28.h }, p3/Z, [x23, x7]\n" + "ld1b { z27.h }, p3/Z, [x22, x7]\n" + ".inst 0x45531bbd // usublb z29.h, z29.b, z19.b\n" + "ld1b { z26.h }, p3/Z, [x21, x7]\n" + ".inst 0x45531b9c // usublb z28.h, z28.b, z19.b\n" + "ld1b { z25.h }, p3/Z, [x20, x7]\n" + "ld1b { z24.h }, p3/Z, [x19, x7]\n" + ".inst 0x45531b7b // usublb z27.h, z27.b, z19.b\n" + ".inst 0x45531b5a // usublb z26.h, z26.b, z19.b\n" + ".inst 0x45531b39 // usublb z25.h, z25.b, z19.b\n" + ".inst 0x45531b18 // usublb z24.h, z24.b, z19.b\n" + "1:" // Loop + ".inst 0x448843ed // smlalb z13.s, p4/M, z31.h, z8.h\n" + "ldr x23, [x16, #0x40]\n" + "whilelt p0.h, x8, x5\n" + ".inst 0x448847f0 // smlalt z16.s, p4/M, z31.h, z8.h\n" + "ldr x22, [x16, #0x48]\n" + "inch x6\n" + ".inst 0x448643eb // smlalb z11.s, p4/M, z31.h, z6.h\n" + "ldr x21, [x16, #0x50]\n" + ".inst 0x448647e9 // smlalt z9.s, p4/M, z31.h, z6.h\n" + "ldr x20, [x16, #0x58]\n" + ".inst 0x448243f2 // smlalb z18.s, p4/M, z31.h, z2.h\n" + "ldr x19, [x16, #0x60]\n" + ".inst 0x448247ea // smlalt z10.s, p4/M, z31.h, z2.h\n" + "ldr x10, [x16, #0x68]\n" + ".inst 0x448043f6 // smlalb z22.s, p4/M, z31.h, z0.h\n" + "ldr x9, [x16, #0x70]\n" + ".inst 0x448047f7 // smlalt z23.s, p4/M, z31.h, z0.h\n" + "ldr x28, [x16, #0x78]\n" + ".inst 0x448043cd // smlalb z13.s, p4/M, z30.h, z0.h\n" + "ldr x27, [x16, #0x80]\n" + ".inst 0x448047d0 // smlalt z16.s, p4/M, z30.h, z0.h\n" + "ldr x26, [x16, #0x88]\n" + ".inst 0x4481438b // smlalb z11.s, p4/M, z28.h, z1.h\n" + "ldr x25, [x16, #0x90]\n" + ".inst 0x44814789 // smlalt z9.s, p4/M, z28.h, z1.h\n" + "ld1b { z28.h }, p3/Z, [x22, x7]\n" + ".inst 0x45531b9c // usublb z28.h, z28.b, z19.b\n" + ".inst 0x448143ad // smlalb z13.s, p4/M, z29.h, z1.h\n" + "ldr x24, [x16, #0x98]\n" + ".inst 0x448147b0 // smlalt z16.s, p4/M, z29.h, z1.h\n" + "ld1b { z29.h }, p3/Z, [x23, x7]\n" + ".inst 0x45531bbd // usublb z29.h, z29.b, z19.b\n" + ".inst 0x4482436b // smlalb z11.s, p4/M, z27.h, z2.h\n" + "ldr x23, [x16, #0xa0]\n" + ".inst 0x44824769 // smlalt z9.s, p4/M, z27.h, z2.h\n" + "ld1b { z27.h }, p3/Z, [x21, x7]\n" + ".inst 0x45531b7b // usublb z27.h, z27.b, z19.b\n" + ".inst 0x4483434d // smlalb z13.s, p4/M, z26.h, z3.h\n" + "ldr x22, [x16, #0xa8]\n" + ".inst 0x44834750 // smlalt z16.s, p4/M, z26.h, z3.h\n" + "ld1b { z26.h }, p3/Z, [x20, x7]\n" + ".inst 0x45531b5a // usublb z26.h, z26.b, z19.b\n" + ".inst 0x4484432d // smlalb z13.s, p4/M, z25.h, z4.h\n" + "ldr x21, [x16, #0xb0]\n" + ".inst 0x44844730 // smlalt z16.s, p4/M, z25.h, z4.h\n" + "ld1b { z25.h }, p3/Z, [x19, x7]\n" + ".inst 0x45531b39 // usublb z25.h, z25.b, z19.b\n" + ".inst 0x4482430d // smlalb z13.s, p4/M, z24.h, z2.h\n" + "ldr x20, [x16, #0xb8]\n" + ".inst 0x44824710 // smlalt z16.s, p4/M, z24.h, z2.h\n" + "ldr x19, [x16, #0xc0]\n" + ".inst 0x4480430b // smlalb z11.s, p4/M, z24.h, z0.h\n" + "ld1w { z21.s }, p2/Z, [x17]\n" + ".inst 0x44804709 // smlalt z9.s, p4/M, z24.h, z0.h\n" + "ld1b { z24.h }, p3/Z, [x9, x7]\n" + ".inst 0x45531b18 // usublb z24.h, z24.b, z19.b\n" + ".inst 0x448443ab // smlalb z11.s, p4/M, z29.h, z4.h\n" + "ld1w { z17.s }, p1/Z, [x17, #1, MUL VL]\n" + ".inst 0x448447a9 // smlalt z9.s, p4/M, z29.h, z4.h\n" + "ld1b { z29.h }, p3/Z, [x10, x7]\n" + "addvl x17, x17, #2\n" + ".inst 0x4485436d // smlalb z13.s, p4/M, z27.h, z5.h\n" + ".inst 0x45531bbd // usublb z29.h, z29.b, z19.b\n" + "uzp1 z30.s, z21.s, z17.s\n" + "uzp2 z31.s, z21.s, z17.s\n" + "ld1w { z21.s }, p2/Z, [x15]\n" + ".inst 0x4485438b // smlalb z11.s, p4/M, z28.h, z5.h\n" + "ld1w { z17.s }, p1/Z, [x15, #1, MUL VL]\n" + "addvl x15, x15, #2\n" + ".inst 0x44854789 // smlalt z9.s, p4/M, z28.h, z5.h\n" + "ld1b { z28.h }, p3/Z, [x27, x7]\n" + ".inst 0x45531b9c // usublb z28.h, z28.b, z19.b\n" + ".inst 0x44854770 // smlalt z16.s, p4/M, z27.h, z5.h\n" + ".inst 0x4483436b // smlalb z11.s, p4/M, z27.h, z3.h\n" + ".inst 0x44834769 // smlalt z9.s, p4/M, z27.h, z3.h\n" + "ld1b { z27.h }, p3/Z, [x28, x7]\n" + ".inst 0x45531b7b // usublb z27.h, z27.b, z19.b\n" + ".inst 0x44834352 // smlalb z18.s, p4/M, z26.h, z3.h\n" + ".inst 0x4483474a // smlalt z10.s, p4/M, z26.h, z3.h\n" + "ld1b { z26.h }, p3/Z, [x26, x7]\n" + ".inst 0x45531b5a // usublb z26.h, z26.b, z19.b\n" + ".inst 0x4486432d // smlalb z13.s, p4/M, z25.h, z6.h\n" + ".inst 0x44864730 // smlalt z16.s, p4/M, z25.h, z6.h\n" + ".inst 0x44804332 // smlalb z18.s, p4/M, z25.h, z0.h\n" + ".inst 0x4480472a // smlalt z10.s, p4/M, z25.h, z0.h\n" + "ld1b { z25.h }, p3/Z, [x25, x7]\n" + ".inst 0x45531b39 // usublb z25.h, z25.b, z19.b\n" + "uzp1 z0.s, z21.s, z17.s\n" + "uzp2 z21.s, z21.s, z17.s\n" + ".inst 0x448443b2 // smlalb z18.s, p4/M, z29.h, z4.h\n" + ".inst 0x448447aa // smlalt z10.s, p4/M, z29.h, z4.h\n" + "ld1b { z29.h }, p3/Z, [x24, x7]\n" + ".inst 0x45531bbd // usublb z29.h, z29.b, z19.b\n" + ".inst 0x4487430d // smlalb z13.s, p4/M, z24.h, z7.h\n" + ".inst 0x44874710 // smlalt z16.s, p4/M, z24.h, z7.h\n" + ".inst 0x44814312 // smlalb z18.s, p4/M, z24.h, z1.h\n" + ".inst 0x4481470a // smlalt z10.s, p4/M, z24.h, z1.h\n" + "ld1b { z24.h }, p3/Z, [x22, x7]\n" + ".inst 0x45531b18 // usublb z24.h, z24.b, z19.b\n" + ".inst 0x04be75ad // sqrdmulh z13.s, z13.s, z30.s\n" + ".inst 0x04bf7610 // sqrdmulh z16.s, z16.s, z31.s\n" + ".inst 0x44844376 // smlalb z22.s, p4/M, z27.h, z4.h\n" + ".inst 0x44844777 // smlalt z23.s, p4/M, z27.h, z4.h\n" + "ld1b { z27.h }, p3/Z, [x23, x7]\n" + ".inst 0x45531b7b // usublb z27.h, z27.b, z19.b\n" + "and z4.d, z13.d, z0.d\n" + "and z17.d, z16.d, z21.d\n" + "asr z4.s, z4.s, #0x1f\n" + ".inst 0x4487438b // smlalb z11.s, p4/M, z28.h, z7.h\n" + ".inst 0x44874789 // smlalt z9.s, p4/M, z28.h, z7.h\n" + "asr z17.s, z17.s, #0x1f\n" + ".inst 0x44814396 // smlalb z22.s, p4/M, z28.h, z1.h\n" + ".inst 0x44814797 // smlalt z23.s, p4/M, z28.h, z1.h\n" + ".inst 0x44864332 // smlalb z18.s, p4/M, z25.h, z6.h\n" + ".inst 0x4486472a // smlalt z10.s, p4/M, z25.h, z6.h\n" + "ld1b { z25.h }, p3/Z, [x20, x7]\n" + ".inst 0x45531b39 // usublb z25.h, z25.b, z19.b\n" + "sqadd z13.s, z13.s, z4.s\n" + "sqadd z16.s, z16.s, z17.s\n" + ".inst 0x44854356 // smlalb z22.s, p4/M, z26.h, z5.h\n" + ".inst 0x44854757 // smlalt z23.s, p4/M, z26.h, z5.h\n" + "ld1b { z26.h }, p3/Z, [x21, x7]\n" + ".inst 0x45531b5a // usublb z26.h, z26.b, z19.b\n" + ".inst 0x448843ab // smlalb z11.s, p4/M, z29.h, z8.h\n" + ".inst 0x448847a9 // smlalt z9.s, p4/M, z29.h, z8.h\n" + ".inst 0x448243b6 // smlalb z22.s, p4/M, z29.h, z2.h\n" + ".inst 0x448247b7 // smlalt z23.s, p4/M, z29.h, z2.h\n" + "ld1b { z29.h }, p3/Z, [x19, x7]\n" + "inch x7\n" + ".inst 0x04be756b // sqrdmulh z11.s, z11.s, z30.s\n" + "whilelt p2.s, x7, x5\n" + ".inst 0x04bf7529 // sqrdmulh z9.s, z9.s, z31.s\n" + "mov x19, x7\n" + ".inst 0x44874372 // smlalb z18.s, p4/M, z27.h, z7.h\n" + ".inst 0x45531bbd // usublb z29.h, z29.b, z19.b\n" + ".inst 0x4487476a // smlalt z10.s, p4/M, z27.h, z7.h\n" + "incw x19\n" + ".inst 0x44834316 // smlalb z22.s, p4/M, z24.h, z3.h\n" + "whilelt p1.s, x19, x5\n" + "and z1.d, z11.d, z0.d\n" + "whilelt p3.h, x7, x5\n" + "and z17.d, z9.d, z21.d\n" + "asr z1.s, z1.s, #0x1f\n" + ".inst 0x44854312 // smlalb z18.s, p4/M, z24.h, z5.h\n" + ".inst 0x4485470a // smlalt z10.s, p4/M, z24.h, z5.h\n" + "asr z17.s, z17.s, #0x1f\n" + ".inst 0x44834717 // smlalt z23.s, p4/M, z24.h, z3.h\n" + ".inst 0x44874356 // smlalb z22.s, p4/M, z26.h, z7.h\n" + ".inst 0x4482900d // srshl z13.s, p4/M, z13.s, z0.s\n" + ".inst 0x44884332 // smlalb z18.s, p4/M, z25.h, z8.h\n" + "sqadd z11.s, z11.s, z1.s\n" + "sqadd z9.s, z9.s, z17.s\n" + "add z13.s, z13.s, z14.s\n" + ".inst 0x04be7652 // sqrdmulh z18.s, z18.s, z30.s\n" + ".inst 0x44874757 // smlalt z23.s, p4/M, z26.h, z7.h\n" + ".inst 0x4488472a // smlalt z10.s, p4/M, z25.h, z8.h\n" + ".inst 0x44864336 // smlalb z22.s, p4/M, z25.h, z6.h\n" + "and z17.d, z18.d, z0.d\n" + "asr z17.s, z17.s, #0x1f\n" + ".inst 0x04bf754a // sqrdmulh z10.s, z10.s, z31.s\n" + ".inst 0x44864737 // smlalt z23.s, p4/M, z25.h, z6.h\n" + ".inst 0x448843b6 // smlalb z22.s, p4/M, z29.h, z8.h\n" + "smin z13.s, p4/M, z13.s, z15.s\n" + ".inst 0x448292b0 // srshl z16.s, p4/M, z16.s, z21.s\n" + "and z1.d, z10.d, z21.d\n" + "asr z1.s, z1.s, #0x1f\n" + "add z16.s, z16.s, z14.s\n" + "sqadd z18.s, z18.s, z17.s\n" + ".inst 0x04be76d6 // sqrdmulh z22.s, z22.s, z30.s\n" + ".inst 0x448847b7 // smlalt z23.s, p4/M, z29.h, z8.h\n" + "smax z13.s, p4/M, z13.s, z20.s\n" + "smin z16.s, p4/M, z16.s, z15.s\n" + "sqadd z10.s, z10.s, z1.s\n" + "and z2.d, z22.d, z0.d\n" + "asr z2.s, z2.s, #0x1f\n" + ".inst 0x04bf76f7 // sqrdmulh z23.s, z23.s, z31.s\n" + "smax z16.s, p4/M, z16.s, z20.s\n" + ".inst 0x4482900b // srshl z11.s, p4/M, z11.s, z0.s\n" + ".inst 0x448292a9 // srshl z9.s, p4/M, z9.s, z21.s\n" + ".inst 0x44829012 // srshl z18.s, p4/M, z18.s, z0.s\n" + "trn1 z13.h, z13.h, z16.h\n" + "st1b { z13.h }, p0, [x14, x8]\n" + "add z11.s, z11.s, z14.s\n" + "add z9.s, z9.s, z14.s\n" + "add z18.s, z18.s, z14.s\n" + "sqadd z22.s, z22.s, z2.s\n" + "and z16.d, z23.d, z21.d\n" + "asr z16.s, z16.s, #0x1f\n" + "smin z11.s, p4/M, z11.s, z15.s\n" + "smin z9.s, p4/M, z9.s, z15.s\n" + "smin z18.s, p4/M, z18.s, z15.s\n" + ".inst 0x448292aa // srshl z10.s, p4/M, z10.s, z21.s\n" + ".inst 0x44829016 // srshl z22.s, p4/M, z22.s, z0.s\n" + "smax z11.s, p4/M, z11.s, z20.s\n" + "sqadd z23.s, z23.s, z16.s\n" + "add z10.s, z10.s, z14.s\n" + "add z22.s, z22.s, z14.s\n" + "smax z9.s, p4/M, z9.s, z20.s\n" + "smax z18.s, p4/M, z18.s, z20.s\n" + "smin z10.s, p4/M, z10.s, z15.s\n" + "smin z22.s, p4/M, z22.s, z15.s\n" + "trn1 z11.h, z11.h, z9.h\n" + "st1b { z11.h }, p0, [x13, x8]\n" + "smax z10.s, p4/M, z10.s, z20.s\n" + ".inst 0x448292b7 // srshl z23.s, p4/M, z23.s, z21.s\n" + "smax z22.s, p4/M, z22.s, z20.s\n" + "trn1 z18.h, z18.h, z10.h\n" + "st1b { z18.h }, p0, [x12, x8]\n" + "add z23.s, z23.s, z14.s\n" + "smin z23.s, p4/M, z23.s, z15.s\n" + "smax z23.s, p4/M, z23.s, z20.s\n" + "trn1 z22.h, z22.h, z23.h\n" + "st1b { z22.h }, p0, [x11, x8]\n" + "inch x8\n" + "ldr x19, [%x[params], %[offsetof_Params_bias]]\n" + "ld1w { z18.s }, p2/Z, [x19]\n" + "ld1w { z16.s }, p1/Z, [x19, #1, MUL VL]\n" + "uzp1 z13.s, z18.s, z16.s\n" + "addvl x19, x19, #2\n" + "str x19, [%x[params], %[offsetof_Params_bias]]\n" + "uzp2 z16.s, z18.s, z16.s\n" + "mov z11.d, z13.d\n" + "ld1b { z0.h }, p4/Z, [x6]\n" + ".inst 0x454c1800 // usublb z0.h, z0.b, z12.b\n" + "mov z9.d, z16.d\n" + "ld1b { z1.h }, p4/Z, [x6, #1, MUL VL]\n" + "mov z18.d, z13.d\n" + "ld1b { z2.h }, p4/Z, [x6, #2, MUL VL]\n" + ".inst 0x454c1821 // usublb z1.h, z1.b, z12.b\n" + "mov z10.d, z16.d\n" + "ld1b { z3.h }, p4/Z, [x6, #3, MUL VL]\n" + "mov z22.d, z13.d\n" + "ld1b { z4.h }, p4/Z, [x6, #4, MUL VL]\n" + ".inst 0x454c1842 // usublb z2.h, z2.b, z12.b\n" + "mov z23.d, z16.d\n" + "ld1b { z5.h }, p4/Z, [x6, #5, MUL VL]\n" + ".inst 0x454c1863 // usublb z3.h, z3.b, z12.b\n" + "ld1b { z6.h }, p4/Z, [x6, #6, MUL VL]\n" + "ld1b { z7.h }, p4/Z, [x6, #7, MUL VL]\n" + ".inst 0x454c1884 // usublb z4.h, z4.b, z12.b\n" + "inch x6, ALL, MUL #8\n" + "ld1b { z8.h }, p4/Z, [x6]\n" + "ldp x26, x25, [x16, #0x0]\n" + ".inst 0x454c18a5 // usublb z5.h, z5.b, z12.b\n" + ".inst 0x454c18c6 // usublb z6.h, z6.b, z12.b\n" + "ldp x24, x23, [x16, #0x10]\n" + ".inst 0x454c18e7 // usublb z7.h, z7.b, z12.b\n" + ".inst 0x454c1908 // usublb z8.h, z8.b, z12.b\n" + "ldp x22, x21, [x16, #0x20]\n" + "ldp x20, x19, [x16, #0x30]\n" + "ld1b { z31.h }, p3/Z, [x26, x7]\n" + ".inst 0x45531bff // usublb z31.h, z31.b, z19.b\n" + "ld1b { z30.h }, p3/Z, [x25, x7]\n" + "ld1b { z29.h }, p3/Z, [x24, x7]\n" + ".inst 0x45531bde // usublb z30.h, z30.b, z19.b\n" + "ld1b { z28.h }, p3/Z, [x23, x7]\n" + "ld1b { z27.h }, p3/Z, [x22, x7]\n" + ".inst 0x45531bbd // usublb z29.h, z29.b, z19.b\n" + "ld1b { z26.h }, p3/Z, [x21, x7]\n" + ".inst 0x45531b9c // usublb z28.h, z28.b, z19.b\n" + "ld1b { z25.h }, p3/Z, [x20, x7]\n" + "ld1b { z24.h }, p3/Z, [x19, x7]\n" + ".inst 0x45531b7b // usublb z27.h, z27.b, z19.b\n" + ".inst 0x45531b5a // usublb z26.h, z26.b, z19.b\n" + ".inst 0x45531b39 // usublb z25.h, z25.b, z19.b\n" + ".inst 0x45531b18 // usublb z24.h, z24.b, z19.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", "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