aboutsummaryrefslogtreecommitdiff
path: root/src/core/NEON/kernels/arm_conv/depthwise/kernels/sme2_s8q_planar_3x3_s2_2rows_dot_za/generic.cpp
diff options
context:
space:
mode:
Diffstat (limited to 'src/core/NEON/kernels/arm_conv/depthwise/kernels/sme2_s8q_planar_3x3_s2_2rows_dot_za/generic.cpp')
-rw-r--r--src/core/NEON/kernels/arm_conv/depthwise/kernels/sme2_s8q_planar_3x3_s2_2rows_dot_za/generic.cpp592
1 files changed, 592 insertions, 0 deletions
diff --git a/src/core/NEON/kernels/arm_conv/depthwise/kernels/sme2_s8q_planar_3x3_s2_2rows_dot_za/generic.cpp b/src/core/NEON/kernels/arm_conv/depthwise/kernels/sme2_s8q_planar_3x3_s2_2rows_dot_za/generic.cpp
new file mode 100644
index 0000000000..a9538acf88
--- /dev/null
+++ b/src/core/NEON/kernels/arm_conv/depthwise/kernels/sme2_s8q_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 <algorithm>
+#include <cstddef>
+#include "arm_gemm.hpp"
+
+using arm_gemm::Requantize32;
+
+namespace arm_conv {
+namespace depthwise {
+
+void sme2_s8q_planar_3x3_s2_2rows_dot_za_impl(
+ const int8_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 int8_t *weights,
+ int8_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 int8_t *inptr;
+ long unsigned int pad_top, pad_bottom, pad_left;
+ const int8_t *weights;
+ long unsigned int input_cols, output_cols;
+ int8_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"
+ "ld1sb { z27.s }, p0/Z, [x20]\n"
+ "incw x20\n"
+ "mov z0.h, #0x0\n"
+ "ld1sb { 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"
+ "ld1sb { z22.s }, p0/Z, [x20]\n"
+ "incw x20\n"
+ "ld1sb { z21.s }, p0/Z, [x20]\n"
+ "incw x20\n"
+ "ld1sb { z20.s }, p0/Z, [x20]\n"
+ "incw x20\n"
+ "ld1sb { z18.s }, p0/Z, [x20]\n"
+ "incw x20\n"
+ "ld1sb { z17.s }, p0/Z, [x20]\n"
+ "incw x20\n"
+ "ld1sb { z24.s }, p0/Z, [x20]\n"
+ "incw x20\n"
+ "ld1sb { 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"
+ "ld1sb { z14.s }, p5/Z, [x27]\n"
+ "sub z14.h, z14.h, z21.h\n"
+ "add x27, x27, %x[ld_in_col]\n"
+ "ld1sb { 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"
+ "ld1sb { z15.s }, p5/Z, [x19]\n"
+ "add x19, x19, %x[ld_in_row]\n"
+ "sub z15.h, z15.h, z21.h\n"
+ "ld1sb { 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"
+ "ld1sb { 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"
+ "ld1sb { z14.s }, p5/Z, [x27]\n"
+ "sub z14.h, z14.h, z21.h\n"
+ "add x27, x27, %x[ld_in_col]\n"
+ "ld1sb { 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"
+ "ld1sb { z15.s }, p5/Z, [x19]\n"
+ "add x19, x19, %x[ld_in_row]\n"
+ "sub z15.h, z15.h, z21.h\n"
+ "ld1sb { 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"
+ "ld1sb { 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"
+ "ld1sb { z14.s }, p5/Z, [x27]\n"
+ "sub z14.h, z14.h, z21.h\n"
+ "sub x28, x28, #0x2\n"
+ "ld1sb { 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"
+ "ld1sb { 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"
+ "ld1sb { 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"
+ "ld1sb { 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"
+ "ld1sb { z14.s }, p5/Z, [x27]\n"
+ "sub z14.h, z14.h, z21.h\n"
+ "add x27, x27, %x[ld_in_col]\n"
+ "ld1sb { 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"
+ "ld1sb { z15.s }, p5/Z, [x19]\n"
+ "add x19, x19, %x[ld_in_row]\n"
+ "sub z15.h, z15.h, z21.h\n"
+ "ld1sb { 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"
+ "ld1sb { 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"
+ "ld1sb { 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"
+ "ld1sb { 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"
+ "ld1sb { 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"
+ "ld1sb { 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"
+ "ld1sb { 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"
+ "ld1sb { 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"
+ "ld1sb { 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"
+ "ld1sb { 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"
+ "ld1sb { 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"
+ "ld1sb { 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"
+ "ld1sb { 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"
+ "ld1sb { 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"
+ "ld1sb { 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"
+ "ld1sb { 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"
+ "ld1sb { 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"
+ "ld1sb { 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"
+ "ld1sb { 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"
+ "ld1sb { 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"
+ "ld1sb { 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"
+ "ld1sb { 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"
+ "ld1sb { z14.s }, p4/Z, [x27]\n"
+ "ld1sb { 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"
+ "ld1sb { 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"
+ "ld1sb { 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"
+ "ld1sb { 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"
+ "ld1sb { 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"
+ "ld1sb { 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"
+ "ld1sb { 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"
+ "ld1sb { 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"
+ "ld1sb { 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"
+ "ld1sb { 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"
+ "ld1sb { 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"
+ "ld1sb { 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"
+ "ld1sb { 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"
+ "ld1sb { 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"
+ "ld1sb { 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"
+ "ld1sb { 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"
+ "ld1sb { 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"
+ "ld1sb { 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"
+ "ld1sb { 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)