From 03b2971ac69a86f10a1566938d1a25afee15746c Mon Sep 17 00:00:00 2001 From: Viet-Hoa Do Date: Wed, 1 Jun 2022 11:47:14 +0100 Subject: Integrate SME2 kernels * Add SME/SME2 detection. * Integrate SME2 implementation for: - Normal convolution - Winograd - Depthwise convolution - Pooling Resolves: COMPMID-5700 Signed-off-by: Viet-Hoa Do Change-Id: I2f1ca1d05f8cfeee9309ed1c0a36096a4a6aad5c Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/8692 Reviewed-by: Gunes Bayir Tested-by: Arm Jenkins Comments-Addressed: Arm Jenkins --- .../generic.cpp | 592 +++++++++++++++++++++ 1 file changed, 592 insertions(+) create mode 100644 src/core/NEON/kernels/arm_conv/depthwise/kernels/sme2_u8q_planar_3x3_s2_2rows_dot_za/generic.cpp (limited to 'src/core/NEON/kernels/arm_conv/depthwise/kernels/sme2_u8q_planar_3x3_s2_2rows_dot_za/generic.cpp') diff --git a/src/core/NEON/kernels/arm_conv/depthwise/kernels/sme2_u8q_planar_3x3_s2_2rows_dot_za/generic.cpp b/src/core/NEON/kernels/arm_conv/depthwise/kernels/sme2_u8q_planar_3x3_s2_2rows_dot_za/generic.cpp new file mode 100644 index 0000000000..9a0840cfc4 --- /dev/null +++ b/src/core/NEON/kernels/arm_conv/depthwise/kernels/sme2_u8q_planar_3x3_s2_2rows_dot_za/generic.cpp @@ -0,0 +1,592 @@ +/* + * Copyright (c) 2022 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. + */ + +#if defined(ARM_COMPUTE_ENABLE_SME2) + +#include +#include +#include "arm_gemm.hpp" + +using arm_gemm::Requantize32; + +namespace arm_conv { +namespace depthwise { + +void sme2_u8q_planar_3x3_s2_2rows_dot_za_impl( + const uint8_t *inptr, + size_t ld_in_row, + size_t ld_in_col, + unsigned int pad_top, + unsigned int valid_input_rows, + unsigned int pad_left, + unsigned int valid_input_cols, + const uint8_t *weights, + uint8_t **outptrs, + const size_t *outlds, + unsigned int output_cols, + unsigned int start_channel, + unsigned int valid_channels, + const arm_gemm::Requantize32 &qp +) +{ + struct Args + { + const uint8_t *inptr; + long unsigned int pad_top, pad_bottom, pad_left; + const uint8_t *weights; + long unsigned int input_cols, output_cols; + uint8_t **outptrs; + const size_t *ld_out_cols; + long unsigned int n, n_channels; + }; + + Args args = { inptr, pad_top, 5u - std::min(5u, pad_top + valid_input_rows), pad_left, weights, valid_input_cols, output_cols, outptrs, outlds, start_channel, valid_channels }; + + __asm__ __volatile__( + "ldr x11, [%x[args], %[offsetof_Args_pad_bottom]]\n" + "mov x19, #0x5\n" + ".inst 0xd503477f // SMSTART ZA\n" + "sub x19, x19, x11\n" + "ldr x10, [%x[args], %[offsetof_Args_pad_top]]\n" + "ptrue p0.b\n" + "mov z12.s, #0x0\n" + "ldr x22, [%x[args], %[offsetof_Args_n_channels]]\n" + "whilelt p5.s, XZR, x22\n" + "whilelt p9.s, XZR, x19\n" + "ldr x19, [%x[qp], %[offsetof_Requantize32_bias]]\n" + "whilelt p8.s, XZR, x10\n" + "eor p8.b, p0/Z, p8.b, p9.b\n" + "ldr x21, [%x[args], %[offsetof_Args_n]]\n" + "cbz x19, 1f\n" + "ld1w { z12.s }, p5/Z, [x19, x21, LSL #2]\n" + "1:" // Load bias: Done + "ldr x20, [%x[args], %[offsetof_Args_weights]]\n" + "ld1b { z27.s }, p0/Z, [x20]\n" + "incw x20\n" + "mov z0.h, #0x0\n" + "ld1b { z16.s }, p0/Z, [x20]\n" + "incw x20\n" + "ldr x19, [%x[qp], %[offsetof_Requantize32_per_channel_muls]]\n" + "mov z13.d, z12.d\n" + "ld1b { z22.s }, p0/Z, [x20]\n" + "incw x20\n" + "ld1b { z21.s }, p0/Z, [x20]\n" + "incw x20\n" + "ld1b { z20.s }, p0/Z, [x20]\n" + "incw x20\n" + "ld1b { z18.s }, p0/Z, [x20]\n" + "incw x20\n" + "ld1b { z17.s }, p0/Z, [x20]\n" + "incw x20\n" + "ld1b { z24.s }, p0/Z, [x20]\n" + "incw x20\n" + "ld1b { z19.s }, p0/Z, [x20]\n" + "ld1rh { z28.h }, p0/Z, [%x[qp], %[offsetof_Requantize32_b_offset]]\n" + "sub z27.h, z27.h, z28.h\n" + "sub z16.h, z16.h, z28.h\n" + "sub z22.h, z22.h, z28.h\n" + "sub z21.h, z21.h, z28.h\n" + "trn1 z8.h, z27.h, z21.h\n" + "sub z20.h, z20.h, z28.h\n" + "sub z18.h, z18.h, z28.h\n" + "trn1 z7.h, z16.h, z20.h\n" + "sub z17.h, z17.h, z28.h\n" + "sub z24.h, z24.h, z28.h\n" + "trn1 z6.h, z17.h, z0.h\n" + "sub z19.h, z19.h, z28.h\n" + "trn1 z5.h, z24.h, z0.h\n" + "trn1 z4.h, z22.h, z18.h\n" + "trn1 z3.h, z19.h, z0.h\n" + "ld1rh { z21.h }, p0/Z, [%x[qp], %[offsetof_Requantize32_a_offset]]\n" + "ld1rw { z2.s }, p0/Z, [%x[qp], %[offsetof_Requantize32_c_offset]]\n" + "ld1rw { z1.s }, p0/Z, [%x[qp], %[offsetof_Requantize32_per_layer_mul]]\n" + "cbz x19, 2f\n" + "ld1w { z1.s }, p5/Z, [x19, x21, LSL #2]\n" + "2:" // Load mul: End + "ldr x19, [%x[qp], %[offsetof_Requantize32_per_channel_right_shifts]]\n" + "ld1rw { z0.s }, p0/Z, [%x[qp], %[offsetof_Requantize32_per_layer_right_shift]]\n" + "cbz x19, 3f\n" + "ld1w { z0.s }, p5/Z, [x19, x21, LSL #2]\n" + "3:" // Load right_shift: End + "ldr x28, [%x[args], %[offsetof_Args_input_cols]]\n" + "orr x21, x28, %x[ld_in_col], LSL #16\n" + "orr x21, x22, x21, LSL #22\n" + "ld1rw { z20.s }, p0/Z, [%x[qp], %[offsetof_Requantize32_minval]]\n" + "ldr x27, [%x[args], %[offsetof_Args_inptr]]\n" + "mov x20, #0x5\n" + "add x19, x10, x11\n" + "ld1rw { z19.s }, p0/Z, [%x[qp], %[offsetof_Requantize32_maxval]]\n" + "mov x9, #0x0\n" + "ldr x26, [%x[args], %[offsetof_Args_output_cols]]\n" + "lsl x21, x21, #0x0\n" + "sub x20, x20, x19\n" + "mov x19, x27\n" + "4:" // Issue prefetches + "subs x20, x20, #0x1\n" + ".inst 0xf8b54a7c // rprfm pldstrm, x21, [x19]\n" + "add x19, x19, %x[ld_in_col]\n" + "bgt 4b\n" + "ldr x21, [%x[args], %[offsetof_Args_outptrs]]\n" + "lsl x19, %x[ld_in_row], #0x0\n" + "msub x27, x10, x19, x27\n" + ".inst 0xc0042980 // mova za.d[x9, #0], { z12.d-z13.d }\n" + "ldr x19, [%x[args], %[offsetof_Args_ld_out_cols]]\n" + ".inst 0xc0042981 // mova za.d[x9, #1], { z12.d-z13.d }\n" + "mov x25, #0x2\n" + "ldr x20, [%x[args], %[offsetof_Args_pad_left]]\n" + ".inst 0xc0042982 // mova za.d[x9, #2], { z12.d-z13.d }\n" + "ldp x24, x23, [x21], #0x10\n" + "ldp x22, x21, [x19], #0x10\n" + "cbz x20, 6f\n" + "cmp x20, x25\n" + "csel x19, x20, x25, LT\n" + "sub x20, x20, x19\n" + "sub x25, x25, x19\n" + "cbz x20, 6f\n" + ".inst 0xc0062818 // mova { z24.d-z25.d }, za.d[x9, #0]\n" + ".inst 0xc1a1a418 // sqdmulh { z24.s-z25.s }, { z24.s-z25.s }, z1.s\n" + "and x25, x20, #0x1\n" + ".inst 0xc1a0a238 // srshl { z24.s-z25.s }, { z24.s-z25.s }, z0.s\n" + "add x20, x20, #0x1\n" + "lsr x20, x20, #0x1\n" + ".inst 0xc1a2a318 // add { z24.s-z25.s }, { z24.s-z25.s }, z2.s\n" + "sub x26, x26, x20\n" + ".inst 0xc1b3c698 // sclamp { z24.s-z25.s }, z20.s, z19.s\n" + "5:" // Left padding + "subs x20, x20, #0x1\n" + "st1b { z24.s }, p5, [x24]\n" + "add x24, x24, x22\n" + "st1b { z25.s }, p5, [x23]\n" + "add x23, x23, x21\n" + "bgt 5b\n" + "6:" // Left padding: End + "adds XZR, x10, x11\n" + "bne 11f\n" + "cbz x25, 9f\n" + "cmp x25, #0x1\n" + "sub x28, x28, x25\n" + "beq 8f\n" + "7:" // Unpadded: 2 priming loads + "add x19, x27, %x[ld_in_row]\n" + "ld1b { z14.s }, p5/Z, [x27]\n" + "sub z14.h, z14.h, z21.h\n" + "add x27, x27, %x[ld_in_col]\n" + "ld1b { z18.s }, p5/Z, [x19]\n" + "add x19, x19, %x[ld_in_row]\n" + "sub z18.h, z18.h, z21.h\n" + "trn1 z14.h, z14.h, z18.h\n" + "ld1b { z15.s }, p5/Z, [x19]\n" + "add x19, x19, %x[ld_in_row]\n" + "sub z15.h, z15.h, z21.h\n" + "ld1b { z17.s }, p5/Z, [x19]\n" + "add x19, x19, %x[ld_in_row]\n" + "sub z17.h, z17.h, z21.h\n" + "trn1 z15.h, z15.h, z17.h\n" + "ld1b { z16.s }, p5/Z, [x19]\n" + "sub z16.h, z16.h, z21.h\n" + "mov z16.d, z16.d\n" + ".inst 0xc16835c8 // sdot za.s[x9, 0], { z14.h-z15.h }, z8.h\n" + ".inst 0xc16635e8 // sdot za.s[x9, 0], { z15.h-z16.h }, z6.h\n" + "8:" // Unpadded: 1 priming loads + "add x19, x27, %x[ld_in_row]\n" + "ld1b { z14.s }, p5/Z, [x27]\n" + "sub z14.h, z14.h, z21.h\n" + "add x27, x27, %x[ld_in_col]\n" + "ld1b { z18.s }, p5/Z, [x19]\n" + "add x19, x19, %x[ld_in_row]\n" + "sub z18.h, z18.h, z21.h\n" + "trn1 z14.h, z14.h, z18.h\n" + "ld1b { z15.s }, p5/Z, [x19]\n" + "add x19, x19, %x[ld_in_row]\n" + "sub z15.h, z15.h, z21.h\n" + "ld1b { z17.s }, p5/Z, [x19]\n" + "add x19, x19, %x[ld_in_row]\n" + "sub z17.h, z17.h, z21.h\n" + "trn1 z15.h, z15.h, z17.h\n" + "ld1b { z16.s }, p5/Z, [x19]\n" + "sub z16.h, z16.h, z21.h\n" + "mov z16.d, z16.d\n" + ".inst 0xc16735c8 // sdot za.s[x9, 0], { z14.h-z15.h }, z7.h\n" + ".inst 0xc16535e8 // sdot za.s[x9, 0], { z15.h-z16.h }, z5.h\n" + "9:" // Unpadded: 0 priming loads + "add x20, x27, %x[ld_in_row]\n" + "ld1b { z14.s }, p5/Z, [x27]\n" + "sub z14.h, z14.h, z21.h\n" + "sub x28, x28, #0x2\n" + "ld1b { z18.s }, p5/Z, [x20]\n" + "add x20, x20, %x[ld_in_row]\n" + "sub z18.h, z18.h, z21.h\n" + "sub x26, x26, #0x1\n" + "ld1b { z15.s }, p5/Z, [x20]\n" + "add x20, x20, %x[ld_in_row]\n" + "sub z15.h, z15.h, z21.h\n" + "lsr x19, x28, #0x1\n" + "ld1b { z17.s }, p5/Z, [x20]\n" + "add x20, x20, %x[ld_in_row]\n" + "sub z17.h, z17.h, z21.h\n" + "cmp x19, x26\n" + "ld1b { z16.s }, p5/Z, [x20]\n" + "sub z16.h, z16.h, z21.h\n" + "csel x20, x19, x26, LT\n" + "trn1 z14.h, z14.h, z18.h\n" + "trn1 z15.h, z15.h, z17.h\n" + "mov z16.d, z16.d\n" + "add x27, x27, %x[ld_in_col]\n" + "and x28, x28, #0x1\n" + "sub x26, x26, x20\n" + "cbz x20, 16f\n" + "10:" // Unpadded: Main loop + ".inst 0xc16435c8 // sdot za.s[x9, 0], { z14.h-z15.h }, z4.h\n" + "add x19, x27, %x[ld_in_row]\n" + "subs x20, x20, #0x1\n" + ".inst 0xc16835c9 // sdot za.s[x9, 1], { z14.h-z15.h }, z8.h\n" + "ld1b { z14.s }, p5/Z, [x27]\n" + "sub z14.h, z14.h, z21.h\n" + "add x27, x27, %x[ld_in_col]\n" + "ld1b { z18.s }, p5/Z, [x19]\n" + "add x19, x19, %x[ld_in_row]\n" + ".inst 0xc16335e8 // sdot za.s[x9, 0], { z15.h-z16.h }, z3.h\n" + "sub z18.h, z18.h, z21.h\n" + ".inst 0xc16635e9 // sdot za.s[x9, 1], { z15.h-z16.h }, z6.h\n" + "ld1b { z15.s }, p5/Z, [x19]\n" + "add x19, x19, %x[ld_in_row]\n" + "sub z15.h, z15.h, z21.h\n" + "ld1b { z17.s }, p5/Z, [x19]\n" + "add x19, x19, %x[ld_in_row]\n" + "sub z17.h, z17.h, z21.h\n" + "trn1 z14.h, z14.h, z18.h\n" + "ld1b { z16.s }, p5/Z, [x19]\n" + "sub z16.h, z16.h, z21.h\n" + "trn1 z15.h, z15.h, z17.h\n" + "add x19, x27, %x[ld_in_row]\n" + ".inst 0xc0062818 // mova { z24.d-z25.d }, za.d[x9, #0]\n" + "add x9, x9, #0x1\n" + "mov z16.d, z16.d\n" + ".inst 0xc16735c8 // sdot za.s[x9, 0], { z14.h-z15.h }, z7.h\n" + ".inst 0xc1a1a418 // sqdmulh { z24.s-z25.s }, { z24.s-z25.s }, z1.s\n" + "ld1b { z14.s }, p5/Z, [x27]\n" + ".inst 0xc16535e8 // sdot za.s[x9, 0], { z15.h-z16.h }, z5.h\n" + ".inst 0xc1a0a238 // srshl { z24.s-z25.s }, { z24.s-z25.s }, z0.s\n" + "ld1b { z18.s }, p5/Z, [x19]\n" + "add x19, x19, %x[ld_in_row]\n" + ".inst 0xc1a2a318 // add { z24.s-z25.s }, { z24.s-z25.s }, z2.s\n" + "ld1b { z15.s }, p5/Z, [x19]\n" + "add x19, x19, %x[ld_in_row]\n" + "sub z14.h, z14.h, z21.h\n" + "sub z18.h, z18.h, z21.h\n" + "ld1b { z17.s }, p5/Z, [x19]\n" + "add x19, x19, %x[ld_in_row]\n" + "sub z15.h, z15.h, z21.h\n" + "sub z17.h, z17.h, z21.h\n" + "ld1b { z16.s }, p5/Z, [x19]\n" + "sub z16.h, z16.h, z21.h\n" + ".inst 0xc1b3c698 // sclamp { z24.s-z25.s }, z20.s, z19.s\n" + "add x27, x27, %x[ld_in_col]\n" + "st1b { z24.s }, p5, [x24]\n" + "add x24, x24, x22\n" + ".inst 0xc0042982 // mova za.d[x9, #2], { z12.d-z13.d }\n" + "trn1 z14.h, z14.h, z18.h\n" + "st1b { z25.s }, p5, [x23]\n" + "add x23, x23, x21\n" + "trn1 z15.h, z15.h, z17.h\n" + "mov z16.d, z16.d\n" + "bgt 10b\n" + "b 16f\n" + "11:" // Padded + "cbz x25, 14f\n" + "cmp x25, #0x1\n" + "sub x28, x28, x25\n" + "beq 13f\n" + "12:" // Padded: 2 priming loads + "mov x12, #0x0\n" + ".inst 0x25305504 // psel p4.s, p5.s/Z, p8.s[w12]\n" + "ld1b { z14.s }, p4/Z, [x27]\n" + "sub z14.h, p4/M, z14.h, z21.h\n" + "add x19, x27, %x[ld_in_row]\n" + ".inst 0x25705503 // psel p3.s, p5.s/Z, p8.s[w12, #1]\n" + "ld1b { z18.s }, p3/Z, [x19]\n" + "sub z18.h, p3/M, z18.h, z21.h\n" + "add x19, x19, %x[ld_in_row]\n" + ".inst 0x25b05502 // psel p2.s, p5.s/Z, p8.s[w12, #2]\n" + "ld1b { z15.s }, p2/Z, [x19]\n" + "sub z15.h, p2/M, z15.h, z21.h\n" + "add x19, x19, %x[ld_in_row]\n" + ".inst 0x25f05501 // psel p1.s, p5.s/Z, p8.s[w12, #3]\n" + "ld1b { z17.s }, p1/Z, [x19]\n" + "sub z17.h, p1/M, z17.h, z21.h\n" + "mov x12, #0x4\n" + "add x19, x19, %x[ld_in_row]\n" + "trn1 z14.h, z14.h, z18.h\n" + "trn1 z15.h, z15.h, z17.h\n" + ".inst 0x25305500 // psel p0.s, p5.s/Z, p8.s[w12]\n" + "ld1b { z16.s }, p0/Z, [x19]\n" + "sub z16.h, p0/M, z16.h, z21.h\n" + "mov z16.d, z16.d\n" + ".inst 0xc16835c8 // sdot za.s[x9, 0], { z14.h-z15.h }, z8.h\n" + "add x27, x27, %x[ld_in_col]\n" + ".inst 0xc16635e8 // sdot za.s[x9, 0], { z15.h-z16.h }, z6.h\n" + "13:" // Padded: 1 priming loads + "mov x12, #0x0\n" + ".inst 0x25305504 // psel p4.s, p5.s/Z, p8.s[w12]\n" + "ld1b { z14.s }, p4/Z, [x27]\n" + "sub z14.h, p4/M, z14.h, z21.h\n" + "add x19, x27, %x[ld_in_row]\n" + ".inst 0x25705503 // psel p3.s, p5.s/Z, p8.s[w12, #1]\n" + "ld1b { z18.s }, p3/Z, [x19]\n" + "sub z18.h, p3/M, z18.h, z21.h\n" + "add x19, x19, %x[ld_in_row]\n" + ".inst 0x25b05502 // psel p2.s, p5.s/Z, p8.s[w12, #2]\n" + "ld1b { z15.s }, p2/Z, [x19]\n" + "sub z15.h, p2/M, z15.h, z21.h\n" + "add x19, x19, %x[ld_in_row]\n" + ".inst 0x25f05501 // psel p1.s, p5.s/Z, p8.s[w12, #3]\n" + "ld1b { z17.s }, p1/Z, [x19]\n" + "sub z17.h, p1/M, z17.h, z21.h\n" + "mov x12, #0x4\n" + "add x19, x19, %x[ld_in_row]\n" + "trn1 z14.h, z14.h, z18.h\n" + "trn1 z15.h, z15.h, z17.h\n" + ".inst 0x25305500 // psel p0.s, p5.s/Z, p8.s[w12]\n" + "ld1b { z16.s }, p0/Z, [x19]\n" + "sub z16.h, p0/M, z16.h, z21.h\n" + "mov z16.d, z16.d\n" + ".inst 0xc16735c8 // sdot za.s[x9, 0], { z14.h-z15.h }, z7.h\n" + "add x27, x27, %x[ld_in_col]\n" + ".inst 0xc16535e8 // sdot za.s[x9, 0], { z15.h-z16.h }, z5.h\n" + "14:" // Padded: 0 priming loads + "mov x12, #0x0\n" + ".inst 0x25305504 // psel p4.s, p5.s/Z, p8.s[w12]\n" + "ld1b { z14.s }, p4/Z, [x27]\n" + "sub z14.h, p4/M, z14.h, z21.h\n" + "add x19, x27, %x[ld_in_row]\n" + ".inst 0x25705503 // psel p3.s, p5.s/Z, p8.s[w12, #1]\n" + "ld1b { z18.s }, p3/Z, [x19]\n" + "sub z18.h, p3/M, z18.h, z21.h\n" + "add x19, x19, %x[ld_in_row]\n" + ".inst 0x25b05502 // psel p2.s, p5.s/Z, p8.s[w12, #2]\n" + "ld1b { z15.s }, p2/Z, [x19]\n" + "sub z15.h, p2/M, z15.h, z21.h\n" + "add x19, x19, %x[ld_in_row]\n" + ".inst 0x25f05501 // psel p1.s, p5.s/Z, p8.s[w12, #3]\n" + "ld1b { z17.s }, p1/Z, [x19]\n" + "sub z17.h, p1/M, z17.h, z21.h\n" + "mov x12, #0x4\n" + "add x19, x19, %x[ld_in_row]\n" + "trn1 z14.h, z14.h, z18.h\n" + "trn1 z15.h, z15.h, z17.h\n" + ".inst 0x25305500 // psel p0.s, p5.s/Z, p8.s[w12]\n" + "ld1b { z16.s }, p0/Z, [x19]\n" + "sub z16.h, p0/M, z16.h, z21.h\n" + "sub x28, x28, #0x2\n" + "sub x26, x26, #0x1\n" + "lsr x19, x28, #0x1\n" + "mov z16.d, z16.d\n" + "cmp x19, x26\n" + "csel x20, x19, x26, LT\n" + "add x27, x27, %x[ld_in_col]\n" + "and x28, x28, #0x1\n" + "sub x26, x26, x20\n" + "cbz x20, 16f\n" + "15:" // Padded: Main loop + ".inst 0xc16435c8 // sdot za.s[x9, 0], { z14.h-z15.h }, z4.h\n" + "mov x12, #0x0\n" + ".inst 0x25305504 // psel p4.s, p5.s/Z, p8.s[w12]\n" + ".inst 0xc16835c9 // sdot za.s[x9, 1], { z14.h-z15.h }, z8.h\n" + "add x19, x27, %x[ld_in_row]\n" + ".inst 0x25705503 // psel p3.s, p5.s/Z, p8.s[w12, #1]\n" + "ld1b { z14.s }, p4/Z, [x27]\n" + "ld1b { z18.s }, p3/Z, [x19]\n" + "add x19, x19, %x[ld_in_row]\n" + ".inst 0x25b05502 // psel p2.s, p5.s/Z, p8.s[w12, #2]\n" + ".inst 0xc16335e8 // sdot za.s[x9, 0], { z15.h-z16.h }, z3.h\n" + ".inst 0xc16635e9 // sdot za.s[x9, 1], { z15.h-z16.h }, z6.h\n" + "ld1b { z15.s }, p2/Z, [x19]\n" + "add x19, x19, %x[ld_in_row]\n" + ".inst 0x25f05501 // psel p1.s, p5.s/Z, p8.s[w12, #3]\n" + "ld1b { z17.s }, p1/Z, [x19]\n" + "mov x12, #0x4\n" + "add x19, x19, %x[ld_in_row]\n" + "sub z14.h, p4/M, z14.h, z21.h\n" + ".inst 0x25305500 // psel p0.s, p5.s/Z, p8.s[w12]\n" + "sub z18.h, p3/M, z18.h, z21.h\n" + "sub z15.h, p2/M, z15.h, z21.h\n" + "ld1b { z16.s }, p0/Z, [x19]\n" + "sub z17.h, p1/M, z17.h, z21.h\n" + "sub z16.h, p0/M, z16.h, z21.h\n" + "trn1 z14.h, z14.h, z18.h\n" + "add x27, x27, %x[ld_in_col]\n" + "trn1 z15.h, z15.h, z17.h\n" + ".inst 0xc0062818 // mova { z24.d-z25.d }, za.d[x9, #0]\n" + "add x9, x9, #0x1\n" + "mov z16.d, z16.d\n" + ".inst 0xc16735c8 // sdot za.s[x9, 0], { z14.h-z15.h }, z7.h\n" + ".inst 0xc1a1a418 // sqdmulh { z24.s-z25.s }, { z24.s-z25.s }, z1.s\n" + "mov x12, #0x0\n" + ".inst 0x25305504 // psel p4.s, p5.s/Z, p8.s[w12]\n" + "add x19, x27, %x[ld_in_row]\n" + "ld1b { z14.s }, p4/Z, [x27]\n" + ".inst 0xc16535e8 // sdot za.s[x9, 0], { z15.h-z16.h }, z5.h\n" + ".inst 0x25705503 // psel p3.s, p5.s/Z, p8.s[w12, #1]\n" + "ld1b { z18.s }, p3/Z, [x19]\n" + "add x19, x19, %x[ld_in_row]\n" + ".inst 0xc1a0a238 // srshl { z24.s-z25.s }, { z24.s-z25.s }, z0.s\n" + ".inst 0x25b05502 // psel p2.s, p5.s/Z, p8.s[w12, #2]\n" + "ld1b { z15.s }, p2/Z, [x19]\n" + "add x19, x19, %x[ld_in_row]\n" + ".inst 0xc1a2a318 // add { z24.s-z25.s }, { z24.s-z25.s }, z2.s\n" + ".inst 0x25f05501 // psel p1.s, p5.s/Z, p8.s[w12, #3]\n" + "mov x12, #0x4\n" + "ld1b { z17.s }, p1/Z, [x19]\n" + "sub z14.h, p4/M, z14.h, z21.h\n" + "add x19, x19, %x[ld_in_row]\n" + ".inst 0x25305500 // psel p0.s, p5.s/Z, p8.s[w12]\n" + "ld1b { z16.s }, p0/Z, [x19]\n" + "sub z18.h, p3/M, z18.h, z21.h\n" + "sub z15.h, p2/M, z15.h, z21.h\n" + "sub z17.h, p1/M, z17.h, z21.h\n" + "subs x20, x20, #0x1\n" + ".inst 0xc0042982 // mova za.d[x9, #2], { z12.d-z13.d }\n" + "sub z16.h, p0/M, z16.h, z21.h\n" + ".inst 0xc1b3c698 // sclamp { z24.s-z25.s }, z20.s, z19.s\n" + "st1b { z24.s }, p5, [x24]\n" + "add x24, x24, x22\n" + "st1b { z25.s }, p5, [x23]\n" + "add x23, x23, x21\n" + "trn1 z14.h, z14.h, z18.h\n" + "trn1 z15.h, z15.h, z17.h\n" + "mov z16.d, z16.d\n" + "add x27, x27, %x[ld_in_col]\n" + "bgt 15b\n" + "16:" // Main loop tail + ".inst 0xc16435c8 // sdot za.s[x9, 0], { z14.h-z15.h }, z4.h\n" + "mov x12, #0x0\n" + ".inst 0x25305504 // psel p4.s, p5.s/Z, p8.s[w12]\n" + ".inst 0xc16335e8 // sdot za.s[x9, 0], { z15.h-z16.h }, z3.h\n" + "add x19, x27, %x[ld_in_row]\n" + ".inst 0x25705503 // psel p3.s, p5.s/Z, p8.s[w12, #1]\n" + ".inst 0xc16835c9 // sdot za.s[x9, 1], { z14.h-z15.h }, z8.h\n" + "ld1b { z14.s }, p4/Z, [x27]\n" + ".inst 0x25b05502 // psel p2.s, p5.s/Z, p8.s[w12, #2]\n" + ".inst 0x25f05501 // psel p1.s, p5.s/Z, p8.s[w12, #3]\n" + "ld1b { z18.s }, p3/Z, [x19]\n" + "add x19, x19, %x[ld_in_row]\n" + ".inst 0xc16635e9 // sdot za.s[x9, 1], { z15.h-z16.h }, z6.h\n" + "mov x12, #0x4\n" + ".inst 0xc0062818 // mova { z24.d-z25.d }, za.d[x9, #0]\n" + "ld1b { z15.s }, p2/Z, [x19]\n" + "add x19, x19, %x[ld_in_row]\n" + ".inst 0xc1a1a418 // sqdmulh { z24.s-z25.s }, { z24.s-z25.s }, z1.s\n" + "ld1b { z17.s }, p1/Z, [x19]\n" + "add x19, x19, %x[ld_in_row]\n" + ".inst 0x25305500 // psel p0.s, p5.s/Z, p8.s[w12]\n" + "sub z14.h, p4/M, z14.h, z21.h\n" + "sub z18.h, p3/M, z18.h, z21.h\n" + "sub z15.h, p2/M, z15.h, z21.h\n" + "ld1b { z16.s }, p0/Z, [x19]\n" + "add x9, x9, #0x1\n" + "sub z17.h, p1/M, z17.h, z21.h\n" + "sub z16.h, p0/M, z16.h, z21.h\n" + "trn1 z14.h, z14.h, z18.h\n" + "add x27, x27, %x[ld_in_col]\n" + ".inst 0xc1a0a238 // srshl { z24.s-z25.s }, { z24.s-z25.s }, z0.s\n" + "trn1 z15.h, z15.h, z17.h\n" + ".inst 0xc1a2a318 // add { z24.s-z25.s }, { z24.s-z25.s }, z2.s\n" + ".inst 0xc16735c8 // sdot za.s[x9, 0], { z14.h-z15.h }, z7.h\n" + "mov z16.d, z16.d\n" + ".inst 0xc1b3c698 // sclamp { z24.s-z25.s }, z20.s, z19.s\n" + "st1b { z24.s }, p5, [x24]\n" + "add x24, x24, x22\n" + "st1b { z25.s }, p5, [x23]\n" + "add x23, x23, x21\n" + ".inst 0xc0042982 // mova za.d[x9, #2], { z12.d-z13.d }\n" + ".inst 0xc16535e8 // sdot za.s[x9, 0], { z15.h-z16.h }, z5.h\n" + "cbz x28, 17f\n" // Skip remainder inputs + "mov x12, #0x0\n" + ".inst 0x25305504 // psel p4.s, p5.s/Z, p8.s[w12]\n" + "ld1b { z14.s }, p4/Z, [x27]\n" + "sub z14.h, p4/M, z14.h, z21.h\n" + "add x19, x27, %x[ld_in_row]\n" + ".inst 0x25705503 // psel p3.s, p5.s/Z, p8.s[w12, #1]\n" + "ld1b { z18.s }, p3/Z, [x19]\n" + "sub z18.h, p3/M, z18.h, z21.h\n" + "add x19, x19, %x[ld_in_row]\n" + ".inst 0x25b05502 // psel p2.s, p5.s/Z, p8.s[w12, #2]\n" + "ld1b { z15.s }, p2/Z, [x19]\n" + "sub z15.h, p2/M, z15.h, z21.h\n" + "add x19, x19, %x[ld_in_row]\n" + ".inst 0x25f05501 // psel p1.s, p5.s/Z, p8.s[w12, #3]\n" + "ld1b { z17.s }, p1/Z, [x19]\n" + "sub z17.h, p1/M, z17.h, z21.h\n" + "mov x12, #0x4\n" + "add x19, x19, %x[ld_in_row]\n" + "trn1 z14.h, z14.h, z18.h\n" + "trn1 z15.h, z15.h, z17.h\n" + ".inst 0x25305500 // psel p0.s, p5.s/Z, p8.s[w12]\n" + "ld1b { z16.s }, p0/Z, [x19]\n" + "sub z16.h, p0/M, z16.h, z21.h\n" + "mov z16.d, z16.d\n" + ".inst 0xc16435c8 // sdot za.s[x9, 0], { z14.h-z15.h }, z4.h\n" + "sub x26, x26, #0x1\n" + ".inst 0xc16335e8 // sdot za.s[x9, 0], { z15.h-z16.h }, z3.h\n" + ".inst 0xc0062818 // mova { z24.d-z25.d }, za.d[x9, #0]\n" + ".inst 0xc1a1a418 // sqdmulh { z24.s-z25.s }, { z24.s-z25.s }, z1.s\n" + ".inst 0xc1a0a238 // srshl { z24.s-z25.s }, { z24.s-z25.s }, z0.s\n" + ".inst 0xc16835c9 // sdot za.s[x9, 1], { z14.h-z15.h }, z8.h\n" + ".inst 0xc1a2a318 // add { z24.s-z25.s }, { z24.s-z25.s }, z2.s\n" + ".inst 0xc16635e9 // sdot za.s[x9, 1], { z15.h-z16.h }, z6.h\n" + "add x9, x9, #0x1\n" + ".inst 0xc1b3c698 // sclamp { z24.s-z25.s }, z20.s, z19.s\n" + "st1b { z24.s }, p5, [x24]\n" + "add x24, x24, x22\n" + ".inst 0xc0042982 // mova za.d[x9, #2], { z12.d-z13.d }\n" + "st1b { z25.s }, p5, [x23]\n" + "add x23, x23, x21\n" + "17:" // Tail input: End + "cbz x26, 19f\n" + "18:" // Right padding loop + ".inst 0xc0062818 // mova { z24.d-z25.d }, za.d[x9, #0]\n" + ".inst 0xc1a1a418 // sqdmulh { z24.s-z25.s }, { z24.s-z25.s }, z1.s\n" + "add x9, x9, #0x1\n" + ".inst 0xc1a0a238 // srshl { z24.s-z25.s }, { z24.s-z25.s }, z0.s\n" + "subs x26, x26, #0x1\n" + ".inst 0xc0042982 // mova za.d[x9, #2], { z12.d-z13.d }\n" + ".inst 0xc1a2a318 // add { z24.s-z25.s }, { z24.s-z25.s }, z2.s\n" + ".inst 0xc1b3c698 // sclamp { z24.s-z25.s }, z20.s, z19.s\n" + "st1b { z24.s }, p5, [x24]\n" + "add x24, x24, x22\n" + "st1b { z25.s }, p5, [x23]\n" + "add x23, x23, x21\n" + "bgt 18b\n" + "19:" // End + ".inst 0xd503467f // SMSTOP\n" + : + : [args] "r" (&args), [ld_in_col] "r" (ld_in_col), [ld_in_row] "r" (ld_in_row), [offsetof_Args_inptr] "I" (offsetof(Args, inptr)), [offsetof_Args_input_cols] "I" (offsetof(Args, input_cols)), [offsetof_Args_ld_out_cols] "I" (offsetof(Args, ld_out_cols)), [offsetof_Args_n] "I" (offsetof(Args, n)), [offsetof_Args_n_channels] "I" (offsetof(Args, n_channels)), [offsetof_Args_outptrs] "I" (offsetof(Args, outptrs)), [offsetof_Args_output_cols] "I" (offsetof(Args, output_cols)), [offsetof_Args_pad_bottom] "I" (offsetof(Args, pad_bottom)), [offsetof_Args_pad_left] "I" (offsetof(Args, pad_left)), [offsetof_Args_pad_top] "I" (offsetof(Args, pad_top)), [offsetof_Args_weights] "I" (offsetof(Args, 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_bias] "I" (offsetof(arm_gemm::Requantize32, bias)), [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)), [offsetof_Requantize32_per_channel_muls] "I" (offsetof(arm_gemm::Requantize32, per_channel_muls)), [offsetof_Requantize32_per_channel_right_shifts] "I" (offsetof(arm_gemm::Requantize32, per_channel_right_shifts)), [offsetof_Requantize32_per_layer_mul] "I" (offsetof(arm_gemm::Requantize32, per_layer_mul)), [offsetof_Requantize32_per_layer_right_shift] "I" (offsetof(arm_gemm::Requantize32, per_layer_right_shift)), [qp] "r" (&qp) + : "cc", "memory", "p0", "p1", "p2", "p3", "p4", "p5", "p6", "p7", "p8", "p9", "p10", "p11", "p12", "p13", "p14", "p15", "x9", "x10", "x11", "x12", "x19", "x20", "x21", "x22", "x23", "x24", "x25", "x26", "x27", "x28", "z0", "z1", "z2", "z3", "z4", "z5", "z6", "z7", "z8", "z9", "z10", "z11", "z12", "z13", "z14", "z15", "z16", "z17", "z18", "z19", "z20", "z21", "z22", "z23", "z24", "z25", "z26", "z27", "z28", "z29", "z30", "z31" + ); +} + +} // namespace depthwise +} // namespace arm_conv + +#endif // defined(ARM_COMPUTE_ENABLE_SME2) -- cgit v1.2.1