aboutsummaryrefslogtreecommitdiff
path: root/src/core/NEON/kernels/arm_conv/depthwise/kernels/sve_s8q_nhwc_3x3_s1_output2x2_mla_depthfirst/generic.cpp
diff options
context:
space:
mode:
Diffstat (limited to 'src/core/NEON/kernels/arm_conv/depthwise/kernels/sve_s8q_nhwc_3x3_s1_output2x2_mla_depthfirst/generic.cpp')
-rw-r--r--src/core/NEON/kernels/arm_conv/depthwise/kernels/sve_s8q_nhwc_3x3_s1_output2x2_mla_depthfirst/generic.cpp418
1 files changed, 418 insertions, 0 deletions
diff --git a/src/core/NEON/kernels/arm_conv/depthwise/kernels/sve_s8q_nhwc_3x3_s1_output2x2_mla_depthfirst/generic.cpp b/src/core/NEON/kernels/arm_conv/depthwise/kernels/sve_s8q_nhwc_3x3_s1_output2x2_mla_depthfirst/generic.cpp
new file mode 100644
index 0000000000..8bf5badfaf
--- /dev/null
+++ b/src/core/NEON/kernels/arm_conv/depthwise/kernels/sve_s8q_nhwc_3x3_s1_output2x2_mla_depthfirst/generic.cpp
@@ -0,0 +1,418 @@
+/*
+ * 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 <cstddef>
+#include <cstdint>
+
+#if defined(__aarch64__) && defined(__ARM_FEATURE_SVE) && defined(SVE2)
+
+namespace arm_conv {
+namespace depthwise {
+
+void sve_s8q_nhwc_3x3_s1_output2x2_mla_depthfirst_impl(
+ const unsigned int n_channels,
+ const int8_t *const *const inptrs,
+ const int8_t *const weights,
+ const int32_t *const bias,
+ const arm_gemm::Requantize32 &qp,
+ const int32_t *const requant_muls,
+ const int32_t *const requant_shifts,
+ int8_t *const *const outptrs
+)
+{
+ struct Params
+ {
+ long unsigned int n_channels;
+ const int8_t *weights;
+ const int32_t *bias;
+ const arm_gemm::Requantize32 *requant;
+ const int32_t *const requant_muls;
+ const int32_t *const requant_shifts;
+ int8_t *const *const outptrs;
+ const int8_t *inptrs[16];
+
+ Params(
+ long unsigned int n_channels,
+ const int8_t *const *inptrs_raw,
+ const int8_t *const weights,
+ const int32_t *const bias,
+ const arm_gemm::Requantize32 &qp,
+ const int32_t *const requant_muls,
+ const int32_t *const requant_shifts,
+ int8_t *const *outptrs
+ ) : n_channels(n_channels), weights(weights), bias(bias),
+ requant(&qp), requant_muls(requant_muls),
+ requant_shifts(requant_shifts), outptrs(outptrs)
+ {
+ inptrs[0] = inptrs_raw[5];
+ inptrs[1] = inptrs_raw[0];
+ inptrs[2] = inptrs_raw[3];
+ inptrs[3] = inptrs_raw[6];
+ inptrs[4] = inptrs_raw[9];
+ inptrs[5] = inptrs_raw[12];
+ inptrs[6] = inptrs_raw[15];
+ inptrs[7] = inptrs_raw[1];
+ inptrs[8] = inptrs_raw[2];
+ inptrs[9] = inptrs_raw[10];
+ inptrs[10] = inptrs_raw[4];
+ inptrs[11] = inptrs_raw[7];
+ inptrs[12] = inptrs_raw[8];
+ inptrs[13] = inptrs_raw[11];
+ inptrs[14] = inptrs_raw[13];
+ inptrs[15] = inptrs_raw[14];
+
+ }
+ };
+
+ const Params params(n_channels, inptrs, weights, bias, qp,
+ requant_muls, requant_shifts, outptrs);
+
+ __asm__ __volatile__(
+ "ldr x17, [%x[params], %[offsetof_Params_n_channels]]\n"
+ "ptrue p4.b\n"
+ "ldr x16, [%x[params], %[offsetof_Params_weights]]\n"
+ "mov x15, #0x0\n"
+ "ldr x22, [%x[params], %[offsetof_Params_requant]]\n"
+ "mov x14, #0x0\n"
+ "ldr x13, [%x[params], %[offsetof_Params_requant_muls]]\n"
+ "add x12, %x[params], %[offsetof_Params_inptrs]\n"
+ "ldr x11, [%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 { z12.b }, p4/Z, [x19]\n"
+ "add x19, x22, %[offsetof_Requantize32_c_offset]\n"
+ "ld1rb { z18.b }, p4/Z, [x20]\n"
+ "add x20, x22, %[offsetof_Requantize32_minval]\n"
+ "ld1rw { z15.s }, p4/Z, [x19]\n"
+ "add x19, x22, %[offsetof_Requantize32_maxval]\n"
+ "ld1rw { z13.s }, p4/Z, [x20]\n"
+ "whilelt p3.h, x15, x17\n"
+ "ld1rw { z14.s }, p4/Z, [x19]\n"
+ "whilelt p2.s, x15, x17\n"
+ "ldp x10, x9, [x21, #0x0]\n"
+ "mov x19, x15\n"
+ "incw x19\n"
+ "ldp x28, x27, [x21, #0x10]\n"
+ "whilelt p1.s, x19, x17\n"
+ "ldr x19, [%x[params], %[offsetof_Params_bias]]\n"
+ "ld1w { z17.s }, p2/Z, [x19]\n"
+ "ld1w { z16.s }, p1/Z, [x19, #1, MUL VL]\n"
+ "uzp1 z11.s, z17.s, z16.s\n"
+ "addvl x19, x19, #2\n"
+ "str x19, [%x[params], %[offsetof_Params_bias]]\n"
+ "uzp2 z17.s, z17.s, z16.s\n"
+ "mov z9.d, z11.d\n"
+ "ld1sb { z0.h }, p4/Z, [x16]\n"
+ ".inst 0x45521000 // ssublb z0.h, z0.b, z18.b\n"
+ "mov z20.d, z17.d\n"
+ "ld1sb { z1.h }, p4/Z, [x16, #1, MUL VL]\n"
+ "mov z24.d, z11.d\n"
+ "ld1sb { z2.h }, p4/Z, [x16, #2, MUL VL]\n"
+ ".inst 0x45521021 // ssublb z1.h, z1.b, z18.b\n"
+ "mov z19.d, z17.d\n"
+ "ld1sb { z3.h }, p4/Z, [x16, #3, MUL VL]\n"
+ "mov z26.d, z11.d\n"
+ "ld1sb { z4.h }, p4/Z, [x16, #4, MUL VL]\n"
+ ".inst 0x45521042 // ssublb z2.h, z2.b, z18.b\n"
+ "mov z23.d, z17.d\n"
+ "ld1sb { z5.h }, p4/Z, [x16, #5, MUL VL]\n"
+ ".inst 0x45521063 // ssublb z3.h, z3.b, z18.b\n"
+ "ld1sb { z6.h }, p4/Z, [x16, #6, MUL VL]\n"
+ "ld1sb { z7.h }, p4/Z, [x16, #7, MUL VL]\n"
+ ".inst 0x45521084 // ssublb z4.h, z4.b, z18.b\n"
+ "inch x16, ALL, MUL #8\n"
+ "ld1sb { z8.h }, p4/Z, [x16]\n"
+ "ldp x23, x22, [x12, #0x0]\n"
+ ".inst 0x455210a5 // ssublb z5.h, z5.b, z18.b\n"
+ ".inst 0x455210c6 // ssublb z6.h, z6.b, z18.b\n"
+ "ldp x21, x20, [x12, #0x10]\n"
+ ".inst 0x455210e7 // ssublb z7.h, z7.b, z18.b\n"
+ ".inst 0x45521108 // ssublb z8.h, z8.b, z18.b\n"
+ "ldr x19, [x12, #0x20]\n"
+ "ld1sb { z31.h }, p3/Z, [x23, x15]\n"
+ ".inst 0x454c13ff // ssublb z31.h, z31.b, z12.b\n"
+ "ld1sb { z30.h }, p3/Z, [x22, x15]\n"
+ "ld1sb { z29.h }, p3/Z, [x21, x15]\n"
+ ".inst 0x454c13de // ssublb z30.h, z30.b, z12.b\n"
+ "ld1sb { z28.h }, p3/Z, [x20, x15]\n"
+ "ld1sb { z27.h }, p3/Z, [x19, x15]\n"
+ ".inst 0x454c13bd // ssublb z29.h, z29.b, z12.b\n"
+ ".inst 0x454c139c // ssublb z28.h, z28.b, z12.b\n"
+ ".inst 0x454c137b // ssublb z27.h, z27.b, z12.b\n"
+ "1:" // Loop
+ ".inst 0x448443eb // smlalb z11.s, p4/M, z31.h, z4.h\n"
+ "ldr x21, [x12, #0x28]\n"
+ "whilelt p0.h, x14, x17\n"
+ ".inst 0x448447f1 // smlalt z17.s, p4/M, z31.h, z4.h\n"
+ "ldr x20, [x12, #0x30]\n"
+ "inch x16\n"
+ ".inst 0x448343e9 // smlalb z9.s, p4/M, z31.h, z3.h\n"
+ "ldr x26, [x12, #0x38]\n"
+ ".inst 0x448347f4 // smlalt z20.s, p4/M, z31.h, z3.h\n"
+ "ldr x25, [x12, #0x40]\n"
+ ".inst 0x448143f8 // smlalb z24.s, p4/M, z31.h, z1.h\n"
+ "ldr x19, [x12, #0x48]\n"
+ ".inst 0x448147f3 // smlalt z19.s, p4/M, z31.h, z1.h\n"
+ "ldr x24, [x12, #0x50]\n"
+ ".inst 0x448043fa // smlalb z26.s, p4/M, z31.h, z0.h\n"
+ "ldr x23, [x12, #0x58]\n"
+ ".inst 0x448047f7 // smlalt z23.s, p4/M, z31.h, z0.h\n"
+ "ld1sb { z31.h }, p3/Z, [x21, x15]\n"
+ ".inst 0x454c13ff // ssublb z31.h, z31.b, z12.b\n"
+ ".inst 0x448043cb // smlalb z11.s, p4/M, z30.h, z0.h\n"
+ "ldr x22, [x12, #0x60]\n"
+ ".inst 0x448047d1 // smlalt z17.s, p4/M, z30.h, z0.h\n"
+ "ld1sb { z30.h }, p3/Z, [x19, x15]\n"
+ ".inst 0x454c13de // ssublb z30.h, z30.b, z12.b\n"
+ ".inst 0x448243a9 // smlalb z9.s, p4/M, z29.h, z2.h\n"
+ "ldr x21, [x12, #0x68]\n"
+ ".inst 0x448247b4 // smlalt z20.s, p4/M, z29.h, z2.h\n"
+ "ld1sb { z29.h }, p3/Z, [x20, x15]\n"
+ ".inst 0x454c13bd // ssublb z29.h, z29.b, z12.b\n"
+ ".inst 0x4485438b // smlalb z11.s, p4/M, z28.h, z5.h\n"
+ "ldr x20, [x12, #0x70]\n"
+ ".inst 0x44854791 // smlalt z17.s, p4/M, z28.h, z5.h\n"
+ "ldr x19, [x12, #0x78]\n"
+ ".inst 0x44844389 // smlalb z9.s, p4/M, z28.h, z4.h\n"
+ "ld1w { z25.s }, p2/Z, [x13]\n"
+ ".inst 0x44844794 // smlalt z20.s, p4/M, z28.h, z4.h\n"
+ "ld1w { z16.s }, p1/Z, [x13, #1, MUL VL]\n"
+ "addvl x13, x13, #2\n"
+ ".inst 0x44824398 // smlalb z24.s, p4/M, z28.h, z2.h\n"
+ ".inst 0x44824793 // smlalt z19.s, p4/M, z28.h, z2.h\n"
+ ".inst 0x4481439a // smlalb z26.s, p4/M, z28.h, z1.h\n"
+ "uzp1 z10.s, z25.s, z16.s\n"
+ "uzp2 z22.s, z25.s, z16.s\n"
+ "ld1w { z25.s }, p2/Z, [x11]\n"
+ ".inst 0x44814797 // smlalt z23.s, p4/M, z28.h, z1.h\n"
+ "ld1sb { z28.h }, p3/Z, [x26, x15]\n"
+ ".inst 0x454c139c // ssublb z28.h, z28.b, z12.b\n"
+ ".inst 0x448643f8 // smlalb z24.s, p4/M, z31.h, z6.h\n"
+ "ld1w { z16.s }, p1/Z, [x11, #1, MUL VL]\n"
+ ".inst 0x448647f3 // smlalt z19.s, p4/M, z31.h, z6.h\n"
+ "ld1sb { z31.h }, p3/Z, [x25, x15]\n"
+ "addvl x11, x11, #2\n"
+ ".inst 0x4487436b // smlalb z11.s, p4/M, z27.h, z7.h\n"
+ ".inst 0x454c13ff // ssublb z31.h, z31.b, z12.b\n"
+ "uzp1 z21.s, z25.s, z16.s\n"
+ "uzp2 z25.s, z25.s, z16.s\n"
+ ".inst 0x44874771 // smlalt z17.s, p4/M, z27.h, z7.h\n"
+ ".inst 0x44864369 // smlalb z9.s, p4/M, z27.h, z6.h\n"
+ ".inst 0x44864774 // smlalt z20.s, p4/M, z27.h, z6.h\n"
+ ".inst 0x44844378 // smlalb z24.s, p4/M, z27.h, z4.h\n"
+ ".inst 0x44844773 // smlalt z19.s, p4/M, z27.h, z4.h\n"
+ ".inst 0x4483437a // smlalb z26.s, p4/M, z27.h, z3.h\n"
+ ".inst 0x44834777 // smlalt z23.s, p4/M, z27.h, z3.h\n"
+ ".inst 0x4481438b // smlalb z11.s, p4/M, z28.h, z1.h\n"
+ ".inst 0x44814791 // smlalt z17.s, p4/M, z28.h, z1.h\n"
+ ".inst 0x448843ba // smlalb z26.s, p4/M, z29.h, z8.h\n"
+ ".inst 0x448847b7 // smlalt z23.s, p4/M, z29.h, z8.h\n"
+ "ld1sb { z29.h }, p3/Z, [x24, x15]\n"
+ ".inst 0x454c13bd // ssublb z29.h, z29.b, z12.b\n"
+ ".inst 0x44804389 // smlalb z9.s, p4/M, z28.h, z0.h\n"
+ ".inst 0x44804794 // smlalt z20.s, p4/M, z28.h, z0.h\n"
+ "ld1sb { z28.h }, p3/Z, [x23, x15]\n"
+ ".inst 0x454c139c // ssublb z28.h, z28.b, z12.b\n"
+ ".inst 0x448243eb // smlalb z11.s, p4/M, z31.h, z2.h\n"
+ ".inst 0x448247f1 // smlalt z17.s, p4/M, z31.h, z2.h\n"
+ ".inst 0x448143e9 // smlalb z9.s, p4/M, z31.h, z1.h\n"
+ ".inst 0x448147f4 // smlalt z20.s, p4/M, z31.h, z1.h\n"
+ "ld1sb { z31.h }, p3/Z, [x22, x15]\n"
+ ".inst 0x454c13ff // ssublb z31.h, z31.b, z12.b\n"
+ ".inst 0x448843cb // smlalb z11.s, p4/M, z30.h, z8.h\n"
+ ".inst 0x448847d1 // smlalt z17.s, p4/M, z30.h, z8.h\n"
+ ".inst 0x448743c9 // smlalb z9.s, p4/M, z30.h, z7.h\n"
+ ".inst 0x448747d4 // smlalt z20.s, p4/M, z30.h, z7.h\n"
+ ".inst 0x448543d8 // smlalb z24.s, p4/M, z30.h, z5.h\n"
+ ".inst 0x448547d3 // smlalt z19.s, p4/M, z30.h, z5.h\n"
+ ".inst 0x448443da // smlalb z26.s, p4/M, z30.h, z4.h\n"
+ ".inst 0x448447d7 // smlalt z23.s, p4/M, z30.h, z4.h\n"
+ "ld1sb { z30.h }, p3/Z, [x21, x15]\n"
+ ".inst 0x454c13de // ssublb z30.h, z30.b, z12.b\n"
+ ".inst 0x448343ab // smlalb z11.s, p4/M, z29.h, z3.h\n"
+ ".inst 0x448347b1 // smlalt z17.s, p4/M, z29.h, z3.h\n"
+ ".inst 0x448043b8 // smlalb z24.s, p4/M, z29.h, z0.h\n"
+ ".inst 0x448047b3 // smlalt z19.s, p4/M, z29.h, z0.h\n"
+ "ld1sb { z29.h }, p3/Z, [x20, x15]\n"
+ ".inst 0x454c13bd // ssublb z29.h, z29.b, z12.b\n"
+ ".inst 0x44854389 // smlalb z9.s, p4/M, z28.h, z5.h\n"
+ ".inst 0x44854794 // smlalt z20.s, p4/M, z28.h, z5.h\n"
+ ".inst 0x4482439a // smlalb z26.s, p4/M, z28.h, z2.h\n"
+ ".inst 0x44824797 // smlalt z23.s, p4/M, z28.h, z2.h\n"
+ "ld1sb { z28.h }, p3/Z, [x19, x15]\n"
+ "inch x15\n"
+ ".inst 0x448643eb // smlalb z11.s, p4/M, z31.h, z6.h\n"
+ "whilelt p2.s, x15, x17\n"
+ ".inst 0x448647f1 // smlalt z17.s, p4/M, z31.h, z6.h\n"
+ "mov x19, x15\n"
+ ".inst 0x448343f8 // smlalb z24.s, p4/M, z31.h, z3.h\n"
+ ".inst 0x454c139c // ssublb z28.h, z28.b, z12.b\n"
+ ".inst 0x448347f3 // smlalt z19.s, p4/M, z31.h, z3.h\n"
+ "incw x19\n"
+ ".inst 0x448843c9 // smlalb z9.s, p4/M, z30.h, z8.h\n"
+ "whilelt p1.s, x19, x17\n"
+ ".inst 0x04aa756b // sqrdmulh z11.s, z11.s, z10.s\n"
+ "whilelt p3.h, x15, x17\n"
+ ".inst 0x04b67631 // sqrdmulh z17.s, z17.s, z22.s\n"
+ ".inst 0x448847d4 // smlalt z20.s, p4/M, z30.h, z8.h\n"
+ ".inst 0x04aa7529 // sqrdmulh z9.s, z9.s, z10.s\n"
+ "and z16.d, z11.d, z21.d\n"
+ "asr z16.s, z16.s, #0x1f\n"
+ "and z1.d, z17.d, z25.d\n"
+ "and z27.d, z9.d, z21.d\n"
+ "asr z1.s, z1.s, #0x1f\n"
+ ".inst 0x04b67694 // sqrdmulh z20.s, z20.s, z22.s\n"
+ ".inst 0x448543da // smlalb z26.s, p4/M, z30.h, z5.h\n"
+ "asr z27.s, z27.s, #0x1f\n"
+ ".inst 0x448547d7 // smlalt z23.s, p4/M, z30.h, z5.h\n"
+ "sqadd z11.s, z11.s, z16.s\n"
+ ".inst 0x448743b8 // smlalb z24.s, p4/M, z29.h, z7.h\n"
+ "and z16.d, z20.d, z25.d\n"
+ "asr z16.s, z16.s, #0x1f\n"
+ "sqadd z17.s, z17.s, z1.s\n"
+ "sqadd z9.s, z9.s, z27.s\n"
+ ".inst 0x448747b3 // smlalt z19.s, p4/M, z29.h, z7.h\n"
+ ".inst 0x448643ba // smlalb z26.s, p4/M, z29.h, z6.h\n"
+ ".inst 0x448647b7 // smlalt z23.s, p4/M, z29.h, z6.h\n"
+ ".inst 0x44884398 // smlalb z24.s, p4/M, z28.h, z8.h\n"
+ "sqadd z20.s, z20.s, z16.s\n"
+ ".inst 0x44884793 // smlalt z19.s, p4/M, z28.h, z8.h\n"
+ ".inst 0x4487439a // smlalb z26.s, p4/M, z28.h, z7.h\n"
+ ".inst 0x04aa7718 // sqrdmulh z24.s, z24.s, z10.s\n"
+ ".inst 0x44874797 // smlalt z23.s, p4/M, z28.h, z7.h\n"
+ ".inst 0x04b67673 // sqrdmulh z19.s, z19.s, z22.s\n"
+ ".inst 0x04aa775a // sqrdmulh z26.s, z26.s, z10.s\n"
+ "and z16.d, z24.d, z21.d\n"
+ "asr z16.s, z16.s, #0x1f\n"
+ "and z7.d, z19.d, z25.d\n"
+ "and z3.d, z26.d, z21.d\n"
+ "asr z7.s, z7.s, #0x1f\n"
+ ".inst 0x04b676f7 // sqrdmulh z23.s, z23.s, z22.s\n"
+ ".inst 0x448292ab // srshl z11.s, p4/M, z11.s, z21.s\n"
+ "asr z3.s, z3.s, #0x1f\n"
+ ".inst 0x44829331 // srshl z17.s, p4/M, z17.s, z25.s\n"
+ "sqadd z24.s, z24.s, z16.s\n"
+ ".inst 0x448292a9 // srshl z9.s, p4/M, z9.s, z21.s\n"
+ "add z11.s, z11.s, z15.s\n"
+ "add z17.s, z17.s, z15.s\n"
+ "sqadd z19.s, z19.s, z7.s\n"
+ "add z9.s, z9.s, z15.s\n"
+ "sqadd z26.s, z26.s, z3.s\n"
+ "and z16.d, z23.d, z25.d\n"
+ "asr z16.s, z16.s, #0x1f\n"
+ "smin z11.s, p4/M, z11.s, z14.s\n"
+ "smin z17.s, p4/M, z17.s, z14.s\n"
+ "smin z9.s, p4/M, z9.s, z14.s\n"
+ ".inst 0x44829334 // srshl z20.s, p4/M, z20.s, z25.s\n"
+ ".inst 0x448292b8 // srshl z24.s, p4/M, z24.s, z21.s\n"
+ "smax z11.s, p4/M, z11.s, z13.s\n"
+ "sqadd z23.s, z23.s, z16.s\n"
+ "add z20.s, z20.s, z15.s\n"
+ "add z24.s, z24.s, z15.s\n"
+ "smax z17.s, p4/M, z17.s, z13.s\n"
+ "smax z9.s, p4/M, z9.s, z13.s\n"
+ "smin z20.s, p4/M, z20.s, z14.s\n"
+ "smin z24.s, p4/M, z24.s, z14.s\n"
+ "trn1 z11.h, z11.h, z17.h\n"
+ "st1b { z11.h }, p0, [x10, x14]\n"
+ "smax z20.s, p4/M, z20.s, z13.s\n"
+ ".inst 0x44829333 // srshl z19.s, p4/M, z19.s, z25.s\n"
+ "smax z24.s, p4/M, z24.s, z13.s\n"
+ ".inst 0x448292ba // srshl z26.s, p4/M, z26.s, z21.s\n"
+ ".inst 0x44829337 // srshl z23.s, p4/M, z23.s, z25.s\n"
+ "trn1 z9.h, z9.h, z20.h\n"
+ "st1b { z9.h }, p0, [x9, x14]\n"
+ "add z19.s, z19.s, z15.s\n"
+ "add z26.s, z26.s, z15.s\n"
+ "add z23.s, z23.s, z15.s\n"
+ "smin z19.s, p4/M, z19.s, z14.s\n"
+ "smin z26.s, p4/M, z26.s, z14.s\n"
+ "smin z23.s, p4/M, z23.s, z14.s\n"
+ "smax z19.s, p4/M, z19.s, z13.s\n"
+ "smax z26.s, p4/M, z26.s, z13.s\n"
+ "smax z23.s, p4/M, z23.s, z13.s\n"
+ "trn1 z24.h, z24.h, z19.h\n"
+ "st1b { z24.h }, p0, [x28, x14]\n"
+ "trn1 z26.h, z26.h, z23.h\n"
+ "st1b { z26.h }, p0, [x27, x14]\n"
+ "inch x14\n"
+ "ldr x19, [%x[params], %[offsetof_Params_bias]]\n"
+ "ld1w { z17.s }, p2/Z, [x19]\n"
+ "ld1w { z16.s }, p1/Z, [x19, #1, MUL VL]\n"
+ "uzp1 z11.s, z17.s, z16.s\n"
+ "addvl x19, x19, #2\n"
+ "str x19, [%x[params], %[offsetof_Params_bias]]\n"
+ "uzp2 z17.s, z17.s, z16.s\n"
+ "mov z9.d, z11.d\n"
+ "ld1sb { z0.h }, p4/Z, [x16]\n"
+ ".inst 0x45521000 // ssublb z0.h, z0.b, z18.b\n"
+ "mov z20.d, z17.d\n"
+ "ld1sb { z1.h }, p4/Z, [x16, #1, MUL VL]\n"
+ "mov z24.d, z11.d\n"
+ "ld1sb { z2.h }, p4/Z, [x16, #2, MUL VL]\n"
+ ".inst 0x45521021 // ssublb z1.h, z1.b, z18.b\n"
+ "mov z19.d, z17.d\n"
+ "ld1sb { z3.h }, p4/Z, [x16, #3, MUL VL]\n"
+ "mov z26.d, z11.d\n"
+ "ld1sb { z4.h }, p4/Z, [x16, #4, MUL VL]\n"
+ ".inst 0x45521042 // ssublb z2.h, z2.b, z18.b\n"
+ "mov z23.d, z17.d\n"
+ "ld1sb { z5.h }, p4/Z, [x16, #5, MUL VL]\n"
+ ".inst 0x45521063 // ssublb z3.h, z3.b, z18.b\n"
+ "ld1sb { z6.h }, p4/Z, [x16, #6, MUL VL]\n"
+ "ld1sb { z7.h }, p4/Z, [x16, #7, MUL VL]\n"
+ ".inst 0x45521084 // ssublb z4.h, z4.b, z18.b\n"
+ "inch x16, ALL, MUL #8\n"
+ "ld1sb { z8.h }, p4/Z, [x16]\n"
+ "ldp x23, x22, [x12, #0x0]\n"
+ ".inst 0x455210a5 // ssublb z5.h, z5.b, z18.b\n"
+ ".inst 0x455210c6 // ssublb z6.h, z6.b, z18.b\n"
+ "ldp x21, x20, [x12, #0x10]\n"
+ ".inst 0x455210e7 // ssublb z7.h, z7.b, z18.b\n"
+ ".inst 0x45521108 // ssublb z8.h, z8.b, z18.b\n"
+ "ldr x19, [x12, #0x20]\n"
+ "ld1sb { z31.h }, p3/Z, [x23, x15]\n"
+ ".inst 0x454c13ff // ssublb z31.h, z31.b, z12.b\n"
+ "ld1sb { z30.h }, p3/Z, [x22, x15]\n"
+ "ld1sb { z29.h }, p3/Z, [x21, x15]\n"
+ ".inst 0x454c13de // ssublb z30.h, z30.b, z12.b\n"
+ "ld1sb { z28.h }, p3/Z, [x20, x15]\n"
+ "ld1sb { z27.h }, p3/Z, [x19, x15]\n"
+ ".inst 0x454c13bd // ssublb z29.h, z29.b, z12.b\n"
+ ".inst 0x454c139c // ssublb z28.h, z28.b, z12.b\n"
+ ".inst 0x454c137b // ssublb z27.h, z27.b, z12.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" (&params)
+ : "cc", "memory", "p0", "p1", "p2", "p3", "p4", "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)