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 | 1484 ++++++++++++++++++++ 1 file changed, 1484 insertions(+) create mode 100644 src/core/NEON/kernels/arm_conv/depthwise/kernels/a64_s8q_packed_to_nhwc_generic_with_multiplier_output2x8_mla_depthfirst/generic.cpp (limited to 'src/core/NEON/kernels/arm_conv/depthwise/kernels/a64_s8q_packed_to_nhwc_generic_with_multiplier_output2x8_mla_depthfirst/generic.cpp') diff --git a/src/core/NEON/kernels/arm_conv/depthwise/kernels/a64_s8q_packed_to_nhwc_generic_with_multiplier_output2x8_mla_depthfirst/generic.cpp b/src/core/NEON/kernels/arm_conv/depthwise/kernels/a64_s8q_packed_to_nhwc_generic_with_multiplier_output2x8_mla_depthfirst/generic.cpp new file mode 100644 index 0000000000..c0acd8805e --- /dev/null +++ b/src/core/NEON/kernels/arm_conv/depthwise/kernels/a64_s8q_packed_to_nhwc_generic_with_multiplier_output2x8_mla_depthfirst/generic.cpp @@ -0,0 +1,1484 @@ +/* + * 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 + +namespace arm_conv { +namespace depthwise { + +void a64_s8q_packed_to_nhwc_generic_with_multiplier_output2x8_mla_depthfirst_impl( + const int8_t *const *const inptrs, + int8_t *const *const outptrs, + const int8_t *weights, + const int32_t *bias, + const unsigned int kernel_points, + const unsigned int n_output_channels, + const int32_t *per_channel_left_shifts, + const int32_t *per_channel_muls, + const int32_t *per_channel_right_shifts, + const arm_gemm::Requantize32& qp +) +{ + __asm__ __volatile__( + "mov x9, #0x0\n" + "add x19, %x[qp], %[offsetof_Requantize32_minval]\n" + "ld1r { v14.4s }, [x19]\n" + "add x19, %x[qp], %[offsetof_Requantize32_maxval]\n" + "ld1r { v13.4s }, [x19]\n" + "add x19, %x[qp], %[offsetof_Requantize32_a_offset]\n" + "ld1r { v12.16b }, [x19]\n" + "add x19, %x[qp], %[offsetof_Requantize32_b_offset]\n" + "ld1r { v11.16b }, [x19]\n" + "add x19, %x[qp], %[offsetof_Requantize32_c_offset]\n" + "ld1r { v10.4s }, [x19]\n" + "add x19, %x[qp], %[offsetof_Requantize32_per_layer_left_shift]\n" + "ld1r { v9.4s }, [x19]\n" + "add x19, %x[qp], %[offsetof_Requantize32_per_layer_mul]\n" + "ld1r { v8.4s }, [x19]\n" + "add x19, %x[qp], %[offsetof_Requantize32_per_layer_right_shift]\n" + "ld1r { v7.4s }, [x19]\n" + "lsr x28, %x[n_output_channels], #0x2\n" + "cbz x28, 9f\n" + "1:" // Output channel loop + "movi v16.4s, #0x0\n" + "cbz %x[bias], 2f\n" + "lsl x19, x9, #0x2\n" + "ldr q16, [%x[bias], x19]\n" + "2:" // Output channel loop: Load bias: Done + "mov v6.16b, v16.16b\n" + "mov v5.16b, v16.16b\n" + "mov v4.16b, v16.16b\n" + "mov v31.16b, v16.16b\n" + "mov v30.16b, v16.16b\n" + "mov v29.16b, v16.16b\n" + "mov v28.16b, v16.16b\n" + "mov v27.16b, v16.16b\n" + "mov v26.16b, v16.16b\n" + "mov v25.16b, v16.16b\n" + "mov v24.16b, v16.16b\n" + "mov v23.16b, v16.16b\n" + "mov v22.16b, v16.16b\n" + "mov v21.16b, v16.16b\n" + "mov v20.16b, v16.16b\n" + "mov v19.16b, v16.16b\n" + "cbz %x[rq_mul_ptr], 3f\n" + "lsl x19, x9, #0x2\n" + "ldr q8, [%x[rq_mul_ptr], x19]\n" + "ldr q7, [%x[rq_right_shift_ptr], x19]\n" + "cbz %x[rq_left_shift_ptr], 3f\n" + "ldr q9, [%x[rq_left_shift_ptr], x19]\n" + "3:" // Output channel loop: Load quantization parameters: Done + "ldr s17, [%x[weights]], #0x4\n" + "ssubl v17.8h, v17.8b, v11.8b\n" + "mov x19, %x[inptrs]\n" + "ldp x25, x27, [x19], #0x10\n" + "lsr x20, %x[kernel_points], #0x1\n" + "ldr d3, [x25, #0x0]\n" + "ssubl v3.8h, v3.8b, v12.8b\n" + "ldr d2, [x27, #0x0]\n" + "ssubl v2.8h, v2.8b, v12.8b\n" + "cbz x20, 7f\n" + "ldp x25, x27, [x19], #0x10\n" + "ldr s16, [%x[weights]], #0x4\n" + "ssubl v16.8h, v16.8b, v11.8b\n" + "ldr d1, [x25, #0x0]\n" + "subs x20, x20, #0x1\n" + "ssubl v1.8h, v1.8b, v12.8b\n" + "ldr d0, [x27, #0x0]\n" + "ssubl v0.8h, v0.8b, v12.8b\n" + "beq 5f\n" + "4:" // Output channel loop: Kernel loop + "smlal v6.4s, v17.4h, v3.h[0]\n" + "ldp x25, x27, [x19], #0x10\n" + "subs x20, x20, #0x1\n" + "smlal v5.4s, v17.4h, v3.h[1]\n" + "smlal v4.4s, v17.4h, v3.h[2]\n" + "smlal v31.4s, v17.4h, v3.h[3]\n" + "smlal v30.4s, v17.4h, v3.h[4]\n" + "smlal v29.4s, v17.4h, v3.h[5]\n" + "smlal v28.4s, v17.4h, v3.h[6]\n" + "smlal v27.4s, v17.4h, v3.h[7]\n" + "ldr d3, [x25, #0x0]\n" + "smlal v26.4s, v17.4h, v2.h[0]\n" + "smlal v25.4s, v17.4h, v2.h[1]\n" + "smlal v24.4s, v17.4h, v2.h[2]\n" + "smlal v23.4s, v17.4h, v2.h[3]\n" + "smlal v22.4s, v17.4h, v2.h[4]\n" + "smlal v21.4s, v17.4h, v2.h[5]\n" + "smlal v20.4s, v17.4h, v2.h[6]\n" + "smlal v19.4s, v17.4h, v2.h[7]\n" + "ldr d2, [x27, #0x0]\n" + "ssubl v3.8h, v3.8b, v12.8b\n" + "ldr s17, [%x[weights]], #0x4\n" + "smlal v6.4s, v16.4h, v1.h[0]\n" + "ldp x25, x27, [x19], #0x10\n" + "smlal v5.4s, v16.4h, v1.h[1]\n" + "smlal v4.4s, v16.4h, v1.h[2]\n" + "ssubl v2.8h, v2.8b, v12.8b\n" + "ssubl v17.8h, v17.8b, v11.8b\n" + "smlal v31.4s, v16.4h, v1.h[3]\n" + "smlal v30.4s, v16.4h, v1.h[4]\n" + "smlal v29.4s, v16.4h, v1.h[5]\n" + "smlal v28.4s, v16.4h, v1.h[6]\n" + "smlal v27.4s, v16.4h, v1.h[7]\n" + "ldr d1, [x25, #0x0]\n" + "smlal v26.4s, v16.4h, v0.h[0]\n" + "smlal v25.4s, v16.4h, v0.h[1]\n" + "smlal v24.4s, v16.4h, v0.h[2]\n" + "smlal v23.4s, v16.4h, v0.h[3]\n" + "smlal v22.4s, v16.4h, v0.h[4]\n" + "smlal v21.4s, v16.4h, v0.h[5]\n" + "smlal v20.4s, v16.4h, v0.h[6]\n" + "smlal v19.4s, v16.4h, v0.h[7]\n" + "ldr d0, [x27, #0x0]\n" + "ssubl v1.8h, v1.8b, v12.8b\n" + "ldr s16, [%x[weights]], #0x4\n" + "ssubl v0.8h, v0.8b, v12.8b\n" + "ssubl v16.8h, v16.8b, v11.8b\n" + "bgt 4b\n" + "5:" // Output channel loop: Kernel loop tail + "tbnz %x[kernel_points], #0, 6f\n" + "smlal v6.4s, v17.4h, v3.h[0]\n" + "ldr x19, [%x[outptrs], #0x0]\n" + "smlal v5.4s, v17.4h, v3.h[1]\n" + "ldr x20, [%x[outptrs], #0x8]\n" + "smlal v4.4s, v17.4h, v3.h[2]\n" + "ldr x21, [%x[outptrs], #0x10]\n" + "smlal v31.4s, v17.4h, v3.h[3]\n" + "ldr x22, [%x[outptrs], #0x18]\n" + "smlal v30.4s, v17.4h, v3.h[4]\n" + "ldr x23, [%x[outptrs], #0x20]\n" + "smlal v29.4s, v17.4h, v3.h[5]\n" + "ldr x24, [%x[outptrs], #0x28]\n" + "smlal v28.4s, v17.4h, v3.h[6]\n" + "ldr x25, [%x[outptrs], #0x30]\n" + "smlal v27.4s, v17.4h, v3.h[7]\n" + "ldr x26, [%x[outptrs], #0x38]\n" + "smlal v26.4s, v17.4h, v2.h[0]\n" + "smlal v25.4s, v17.4h, v2.h[1]\n" + "smlal v24.4s, v17.4h, v2.h[2]\n" + "smlal v23.4s, v17.4h, v2.h[3]\n" + "smlal v22.4s, v17.4h, v2.h[4]\n" + "smlal v21.4s, v17.4h, v2.h[5]\n" + "smlal v20.4s, v17.4h, v2.h[6]\n" + "smlal v19.4s, v17.4h, v2.h[7]\n" + "smlal v6.4s, v16.4h, v1.h[0]\n" + "smlal v5.4s, v16.4h, v1.h[1]\n" + "smlal v4.4s, v16.4h, v1.h[2]\n" + "smlal v31.4s, v16.4h, v1.h[3]\n" + "smlal v30.4s, v16.4h, v1.h[4]\n" + "smlal v29.4s, v16.4h, v1.h[5]\n" + "smlal v28.4s, v16.4h, v1.h[6]\n" + "smlal v27.4s, v16.4h, v1.h[7]\n" + "smlal v26.4s, v16.4h, v0.h[0]\n" + "smlal v25.4s, v16.4h, v0.h[1]\n" + "smlal v24.4s, v16.4h, v0.h[2]\n" + "smlal v23.4s, v16.4h, v0.h[3]\n" + "smlal v22.4s, v16.4h, v0.h[4]\n" + "smlal v21.4s, v16.4h, v0.h[5]\n" + "smlal v20.4s, v16.4h, v0.h[6]\n" + "smlal v19.4s, v16.4h, v0.h[7]\n" + "sshl v6.4s, v6.4s, v9.4s\n" + "sshl v5.4s, v5.4s, v9.4s\n" + "sqrdmulh v6.4s, v6.4s, v8.4s\n" + "sqrdmulh v5.4s, v5.4s, v8.4s\n" + "sshl v4.4s, v4.4s, v9.4s\n" + "sshl v31.4s, v31.4s, v9.4s\n" + "and v18.16b, v6.16b, v7.16b\n" + "and v16.16b, v5.16b, v7.16b\n" + "sqrdmulh v4.4s, v4.4s, v8.4s\n" + "sshr v18.4s, v18.4s, #0x1f\n" + "sshr v16.4s, v16.4s, #0x1f\n" + "sqrdmulh v31.4s, v31.4s, v8.4s\n" + "sqadd v6.4s, v6.4s, v18.4s\n" + "sqadd v5.4s, v5.4s, v16.4s\n" + "and v17.16b, v4.16b, v7.16b\n" + "and v16.16b, v31.16b, v7.16b\n" + "srshl v6.4s, v6.4s, v7.4s\n" + "srshl v5.4s, v5.4s, v7.4s\n" + "sshr v17.4s, v17.4s, #0x1f\n" + "sshr v16.4s, v16.4s, #0x1f\n" + "add v6.4s, v6.4s, v10.4s\n" + "add v5.4s, v5.4s, v10.4s\n" + "sqadd v4.4s, v4.4s, v17.4s\n" + "smin v6.4s, v6.4s, v13.4s\n" + "smin v5.4s, v5.4s, v13.4s\n" + "sqadd v31.4s, v31.4s, v16.4s\n" + "smax v6.4s, v6.4s, v14.4s\n" + "smax v5.4s, v5.4s, v14.4s\n" + "srshl v4.4s, v4.4s, v7.4s\n" + "uzp1 v6.16b, v6.16b, v6.16b\n" + "uzp1 v5.16b, v5.16b, v5.16b\n" + "uzp1 v6.16b, v6.16b, v6.16b\n" + "str s6, [x19, x9]\n" + "uzp1 v5.16b, v5.16b, v5.16b\n" + "add v4.4s, v4.4s, v10.4s\n" + "ldr x19, [%x[outptrs], #0x40]\n" + "srshl v31.4s, v31.4s, v7.4s\n" + "str s5, [x20, x9]\n" + "sshl v30.4s, v30.4s, v9.4s\n" + "ldr x20, [%x[outptrs], #0x48]\n" + "smin v4.4s, v4.4s, v13.4s\n" + "sqrdmulh v30.4s, v30.4s, v8.4s\n" + "add v31.4s, v31.4s, v10.4s\n" + "smax v4.4s, v4.4s, v14.4s\n" + "sshl v29.4s, v29.4s, v9.4s\n" + "smin v31.4s, v31.4s, v13.4s\n" + "uzp1 v4.16b, v4.16b, v4.16b\n" + "and v16.16b, v30.16b, v7.16b\n" + "uzp1 v4.16b, v4.16b, v4.16b\n" + "str s4, [x21, x9]\n" + "smax v31.4s, v31.4s, v14.4s\n" + "sshr v16.4s, v16.4s, #0x1f\n" + "ldr x21, [%x[outptrs], #0x50]\n" + "sqrdmulh v29.4s, v29.4s, v8.4s\n" + "sshl v28.4s, v28.4s, v9.4s\n" + "uzp1 v31.16b, v31.16b, v31.16b\n" + "sqadd v30.4s, v30.4s, v16.4s\n" + "uzp1 v31.16b, v31.16b, v31.16b\n" + "str s31, [x22, x9]\n" + "and v17.16b, v29.16b, v7.16b\n" + "sqrdmulh v28.4s, v28.4s, v8.4s\n" + "ldr x22, [%x[outptrs], #0x58]\n" + "srshl v30.4s, v30.4s, v7.4s\n" + "sshl v27.4s, v27.4s, v9.4s\n" + "sshr v17.4s, v17.4s, #0x1f\n" + "and v16.16b, v28.16b, v7.16b\n" + "add v30.4s, v30.4s, v10.4s\n" + "sqadd v29.4s, v29.4s, v17.4s\n" + "sshr v16.4s, v16.4s, #0x1f\n" + "smin v30.4s, v30.4s, v13.4s\n" + "sqrdmulh v27.4s, v27.4s, v8.4s\n" + "srshl v29.4s, v29.4s, v7.4s\n" + "smax v30.4s, v30.4s, v14.4s\n" + "sqadd v28.4s, v28.4s, v16.4s\n" + "and v16.16b, v27.16b, v7.16b\n" + "uzp1 v30.16b, v30.16b, v30.16b\n" + "add v29.4s, v29.4s, v10.4s\n" + "uzp1 v30.16b, v30.16b, v30.16b\n" + "str s30, [x23, x9]\n" + "smin v29.4s, v29.4s, v13.4s\n" + "srshl v28.4s, v28.4s, v7.4s\n" + "ldr x23, [%x[outptrs], #0x60]\n" + "sshr v16.4s, v16.4s, #0x1f\n" + "sshl v26.4s, v26.4s, v9.4s\n" + "smax v29.4s, v29.4s, v14.4s\n" + "add v28.4s, v28.4s, v10.4s\n" + "sqadd v27.4s, v27.4s, v16.4s\n" + "uzp1 v29.16b, v29.16b, v29.16b\n" + "smin v28.4s, v28.4s, v13.4s\n" + "uzp1 v29.16b, v29.16b, v29.16b\n" + "str s29, [x24, x9]\n" + "smax v28.4s, v28.4s, v14.4s\n" + "srshl v27.4s, v27.4s, v7.4s\n" + "ldr x24, [%x[outptrs], #0x68]\n" + "sqrdmulh v26.4s, v26.4s, v8.4s\n" + "sshl v25.4s, v25.4s, v9.4s\n" + "uzp1 v28.16b, v28.16b, v28.16b\n" + "add v27.4s, v27.4s, v10.4s\n" + "uzp1 v28.16b, v28.16b, v28.16b\n" + "str s28, [x25, x9]\n" + "smin v27.4s, v27.4s, v13.4s\n" + "and v17.16b, v26.16b, v7.16b\n" + "ldr x25, [%x[outptrs], #0x70]\n" + "sqrdmulh v25.4s, v25.4s, v8.4s\n" + "sshl v24.4s, v24.4s, v9.4s\n" + "smax v27.4s, v27.4s, v14.4s\n" + "sshr v17.4s, v17.4s, #0x1f\n" + "and v16.16b, v25.16b, v7.16b\n" + "uzp1 v27.16b, v27.16b, v27.16b\n" + "sqadd v26.4s, v26.4s, v17.4s\n" + "uzp1 v27.16b, v27.16b, v27.16b\n" + "str s27, [x26, x9]\n" + "sshr v16.4s, v16.4s, #0x1f\n" + "sqrdmulh v24.4s, v24.4s, v8.4s\n" + "ldr x26, [%x[outptrs], #0x78]\n" + "srshl v26.4s, v26.4s, v7.4s\n" + "sshl v23.4s, v23.4s, v9.4s\n" + "sqadd v25.4s, v25.4s, v16.4s\n" + "and v17.16b, v24.16b, v7.16b\n" + "add v26.4s, v26.4s, v10.4s\n" + "sqrdmulh v23.4s, v23.4s, v8.4s\n" + "srshl v25.4s, v25.4s, v7.4s\n" + "smin v26.4s, v26.4s, v13.4s\n" + "sshr v17.4s, v17.4s, #0x1f\n" + "and v16.16b, v23.16b, v7.16b\n" + "smax v26.4s, v26.4s, v14.4s\n" + "add v25.4s, v25.4s, v10.4s\n" + "sqadd v24.4s, v24.4s, v17.4s\n" + "uzp1 v26.16b, v26.16b, v26.16b\n" + "smin v25.4s, v25.4s, v13.4s\n" + "uzp1 v26.16b, v26.16b, v26.16b\n" + "str s26, [x19, x9]\n" + "smax v25.4s, v25.4s, v14.4s\n" + "srshl v24.4s, v24.4s, v7.4s\n" + "sshr v16.4s, v16.4s, #0x1f\n" + "sshl v22.4s, v22.4s, v9.4s\n" + "uzp1 v25.16b, v25.16b, v25.16b\n" + "add v24.4s, v24.4s, v10.4s\n" + "uzp1 v25.16b, v25.16b, v25.16b\n" + "str s25, [x20, x9]\n" + "smin v24.4s, v24.4s, v13.4s\n" + "sqadd v23.4s, v23.4s, v16.4s\n" + "sqrdmulh v22.4s, v22.4s, v8.4s\n" + "sshl v21.4s, v21.4s, v9.4s\n" + "smax v24.4s, v24.4s, v14.4s\n" + "srshl v23.4s, v23.4s, v7.4s\n" + "and v17.16b, v22.16b, v7.16b\n" + "uzp1 v24.16b, v24.16b, v24.16b\n" + "sqrdmulh v21.4s, v21.4s, v8.4s\n" + "uzp1 v24.16b, v24.16b, v24.16b\n" + "str s24, [x21, x9]\n" + "add v23.4s, v23.4s, v10.4s\n" + "sshr v17.4s, v17.4s, #0x1f\n" + "and v16.16b, v21.16b, v7.16b\n" + "sshl v20.4s, v20.4s, v9.4s\n" + "smin v23.4s, v23.4s, v13.4s\n" + "sqadd v22.4s, v22.4s, v17.4s\n" + "sshr v16.4s, v16.4s, #0x1f\n" + "smax v23.4s, v23.4s, v14.4s\n" + "sqrdmulh v20.4s, v20.4s, v8.4s\n" + "srshl v22.4s, v22.4s, v7.4s\n" + "uzp1 v23.16b, v23.16b, v23.16b\n" + "sqadd v21.4s, v21.4s, v16.4s\n" + "uzp1 v23.16b, v23.16b, v23.16b\n" + "str s23, [x22, x9]\n" + "add v22.4s, v22.4s, v10.4s\n" + "and v16.16b, v20.16b, v7.16b\n" + "srshl v21.4s, v21.4s, v7.4s\n" + "sshl v19.4s, v19.4s, v9.4s\n" + "smin v22.4s, v22.4s, v13.4s\n" + "sshr v16.4s, v16.4s, #0x1f\n" + "add v21.4s, v21.4s, v10.4s\n" + "smax v22.4s, v22.4s, v14.4s\n" + "sqadd v20.4s, v20.4s, v16.4s\n" + "smin v21.4s, v21.4s, v13.4s\n" + "uzp1 v22.16b, v22.16b, v22.16b\n" + "sqrdmulh v19.4s, v19.4s, v8.4s\n" + "uzp1 v22.16b, v22.16b, v22.16b\n" + "str s22, [x23, x9]\n" + "smax v21.4s, v21.4s, v14.4s\n" + "srshl v20.4s, v20.4s, v7.4s\n" + "and v16.16b, v19.16b, v7.16b\n" + "uzp1 v21.16b, v21.16b, v21.16b\n" + "add v20.4s, v20.4s, v10.4s\n" + "sshr v16.4s, v16.4s, #0x1f\n" + "uzp1 v21.16b, v21.16b, v21.16b\n" + "str s21, [x24, x9]\n" + "smin v20.4s, v20.4s, v13.4s\n" + "sqadd v19.4s, v19.4s, v16.4s\n" + "smax v20.4s, v20.4s, v14.4s\n" + "srshl v19.4s, v19.4s, v7.4s\n" + "uzp1 v20.16b, v20.16b, v20.16b\n" + "uzp1 v20.16b, v20.16b, v20.16b\n" + "str s20, [x25, x9]\n" + "add v19.4s, v19.4s, v10.4s\n" + "smin v19.4s, v19.4s, v13.4s\n" + "smax v19.4s, v19.4s, v14.4s\n" + "uzp1 v19.16b, v19.16b, v19.16b\n" + "uzp1 v19.16b, v19.16b, v19.16b\n" + "str s19, [x26, x9]\n" + "b 8f\n" + "6:" // Output channel loop: Odd tail + "smlal v6.4s, v17.4h, v3.h[0]\n" + "ldp x25, x27, [x19], #0x10\n" + "smlal v5.4s, v17.4h, v3.h[1]\n" + "ldr x19, [%x[outptrs], #0x0]\n" + "smlal v4.4s, v17.4h, v3.h[2]\n" + "ldr x20, [%x[outptrs], #0x8]\n" + "smlal v31.4s, v17.4h, v3.h[3]\n" + "ldr x21, [%x[outptrs], #0x10]\n" + "smlal v30.4s, v17.4h, v3.h[4]\n" + "ldr x22, [%x[outptrs], #0x18]\n" + "smlal v29.4s, v17.4h, v3.h[5]\n" + "ldr x23, [%x[outptrs], #0x20]\n" + "smlal v28.4s, v17.4h, v3.h[6]\n" + "ldr x24, [%x[outptrs], #0x28]\n" + "smlal v27.4s, v17.4h, v3.h[7]\n" + "ldr d3, [x25, #0x0]\n" + "smlal v26.4s, v17.4h, v2.h[0]\n" + "ldr x25, [%x[outptrs], #0x30]\n" + "smlal v25.4s, v17.4h, v2.h[1]\n" + "ldr x26, [%x[outptrs], #0x38]\n" + "smlal v24.4s, v17.4h, v2.h[2]\n" + "smlal v23.4s, v17.4h, v2.h[3]\n" + "smlal v22.4s, v17.4h, v2.h[4]\n" + "smlal v21.4s, v17.4h, v2.h[5]\n" + "smlal v20.4s, v17.4h, v2.h[6]\n" + "smlal v19.4s, v17.4h, v2.h[7]\n" + "ldr d2, [x27, #0x0]\n" + "ssubl v3.8h, v3.8b, v12.8b\n" + "ldr s17, [%x[weights]], #0x4\n" + "smlal v6.4s, v16.4h, v1.h[0]\n" + "smlal v5.4s, v16.4h, v1.h[1]\n" + "smlal v4.4s, v16.4h, v1.h[2]\n" + "ssubl v2.8h, v2.8b, v12.8b\n" + "ssubl v17.8h, v17.8b, v11.8b\n" + "smlal v31.4s, v16.4h, v1.h[3]\n" + "smlal v30.4s, v16.4h, v1.h[4]\n" + "smlal v29.4s, v16.4h, v1.h[5]\n" + "smlal v28.4s, v16.4h, v1.h[6]\n" + "smlal v27.4s, v16.4h, v1.h[7]\n" + "smlal v26.4s, v16.4h, v0.h[0]\n" + "smlal v25.4s, v16.4h, v0.h[1]\n" + "smlal v24.4s, v16.4h, v0.h[2]\n" + "smlal v23.4s, v16.4h, v0.h[3]\n" + "smlal v22.4s, v16.4h, v0.h[4]\n" + "smlal v21.4s, v16.4h, v0.h[5]\n" + "smlal v20.4s, v16.4h, v0.h[6]\n" + "smlal v19.4s, v16.4h, v0.h[7]\n" + "smlal v6.4s, v17.4h, v3.h[0]\n" + "smlal v5.4s, v17.4h, v3.h[1]\n" + "smlal v4.4s, v17.4h, v3.h[2]\n" + "smlal v31.4s, v17.4h, v3.h[3]\n" + "smlal v30.4s, v17.4h, v3.h[4]\n" + "smlal v29.4s, v17.4h, v3.h[5]\n" + "smlal v28.4s, v17.4h, v3.h[6]\n" + "smlal v27.4s, v17.4h, v3.h[7]\n" + "smlal v26.4s, v17.4h, v2.h[0]\n" + "smlal v25.4s, v17.4h, v2.h[1]\n" + "smlal v24.4s, v17.4h, v2.h[2]\n" + "smlal v23.4s, v17.4h, v2.h[3]\n" + "smlal v22.4s, v17.4h, v2.h[4]\n" + "smlal v21.4s, v17.4h, v2.h[5]\n" + "smlal v20.4s, v17.4h, v2.h[6]\n" + "smlal v19.4s, v17.4h, v2.h[7]\n" + "sshl v6.4s, v6.4s, v9.4s\n" + "sshl v5.4s, v5.4s, v9.4s\n" + "sqrdmulh v6.4s, v6.4s, v8.4s\n" + "sqrdmulh v5.4s, v5.4s, v8.4s\n" + "sshl v4.4s, v4.4s, v9.4s\n" + "sshl v31.4s, v31.4s, v9.4s\n" + "and v18.16b, v6.16b, v7.16b\n" + "and v16.16b, v5.16b, v7.16b\n" + "sqrdmulh v4.4s, v4.4s, v8.4s\n" + "sshr v18.4s, v18.4s, #0x1f\n" + "sshr v16.4s, v16.4s, #0x1f\n" + "sqrdmulh v31.4s, v31.4s, v8.4s\n" + "sqadd v6.4s, v6.4s, v18.4s\n" + "sqadd v5.4s, v5.4s, v16.4s\n" + "and v17.16b, v4.16b, v7.16b\n" + "and v16.16b, v31.16b, v7.16b\n" + "srshl v6.4s, v6.4s, v7.4s\n" + "srshl v5.4s, v5.4s, v7.4s\n" + "sshr v17.4s, v17.4s, #0x1f\n" + "sshr v16.4s, v16.4s, #0x1f\n" + "add v6.4s, v6.4s, v10.4s\n" + "add v5.4s, v5.4s, v10.4s\n" + "sqadd v4.4s, v4.4s, v17.4s\n" + "smin v6.4s, v6.4s, v13.4s\n" + "smin v5.4s, v5.4s, v13.4s\n" + "sqadd v31.4s, v31.4s, v16.4s\n" + "smax v6.4s, v6.4s, v14.4s\n" + "smax v5.4s, v5.4s, v14.4s\n" + "srshl v4.4s, v4.4s, v7.4s\n" + "uzp1 v6.16b, v6.16b, v6.16b\n" + "uzp1 v5.16b, v5.16b, v5.16b\n" + "uzp1 v6.16b, v6.16b, v6.16b\n" + "str s6, [x19, x9]\n" + "uzp1 v5.16b, v5.16b, v5.16b\n" + "add v4.4s, v4.4s, v10.4s\n" + "ldr x19, [%x[outptrs], #0x40]\n" + "srshl v31.4s, v31.4s, v7.4s\n" + "str s5, [x20, x9]\n" + "sshl v30.4s, v30.4s, v9.4s\n" + "ldr x20, [%x[outptrs], #0x48]\n" + "smin v4.4s, v4.4s, v13.4s\n" + "sqrdmulh v30.4s, v30.4s, v8.4s\n" + "add v31.4s, v31.4s, v10.4s\n" + "smax v4.4s, v4.4s, v14.4s\n" + "sshl v29.4s, v29.4s, v9.4s\n" + "smin v31.4s, v31.4s, v13.4s\n" + "uzp1 v4.16b, v4.16b, v4.16b\n" + "and v16.16b, v30.16b, v7.16b\n" + "uzp1 v4.16b, v4.16b, v4.16b\n" + "str s4, [x21, x9]\n" + "smax v31.4s, v31.4s, v14.4s\n" + "sshr v16.4s, v16.4s, #0x1f\n" + "ldr x21, [%x[outptrs], #0x50]\n" + "sqrdmulh v29.4s, v29.4s, v8.4s\n" + "sshl v28.4s, v28.4s, v9.4s\n" + "uzp1 v31.16b, v31.16b, v31.16b\n" + "sqadd v30.4s, v30.4s, v16.4s\n" + "uzp1 v31.16b, v31.16b, v31.16b\n" + "str s31, [x22, x9]\n" + "and v17.16b, v29.16b, v7.16b\n" + "sqrdmulh v28.4s, v28.4s, v8.4s\n" + "ldr x22, [%x[outptrs], #0x58]\n" + "srshl v30.4s, v30.4s, v7.4s\n" + "sshl v27.4s, v27.4s, v9.4s\n" + "sshr v17.4s, v17.4s, #0x1f\n" + "and v16.16b, v28.16b, v7.16b\n" + "add v30.4s, v30.4s, v10.4s\n" + "sqadd v29.4s, v29.4s, v17.4s\n" + "sshr v16.4s, v16.4s, #0x1f\n" + "smin v30.4s, v30.4s, v13.4s\n" + "sqrdmulh v27.4s, v27.4s, v8.4s\n" + "srshl v29.4s, v29.4s, v7.4s\n" + "smax v30.4s, v30.4s, v14.4s\n" + "sqadd v28.4s, v28.4s, v16.4s\n" + "and v16.16b, v27.16b, v7.16b\n" + "uzp1 v30.16b, v30.16b, v30.16b\n" + "add v29.4s, v29.4s, v10.4s\n" + "uzp1 v30.16b, v30.16b, v30.16b\n" + "str s30, [x23, x9]\n" + "smin v29.4s, v29.4s, v13.4s\n" + "srshl v28.4s, v28.4s, v7.4s\n" + "ldr x23, [%x[outptrs], #0x60]\n" + "sshr v16.4s, v16.4s, #0x1f\n" + "sshl v26.4s, v26.4s, v9.4s\n" + "smax v29.4s, v29.4s, v14.4s\n" + "add v28.4s, v28.4s, v10.4s\n" + "sqadd v27.4s, v27.4s, v16.4s\n" + "uzp1 v29.16b, v29.16b, v29.16b\n" + "smin v28.4s, v28.4s, v13.4s\n" + "uzp1 v29.16b, v29.16b, v29.16b\n" + "str s29, [x24, x9]\n" + "smax v28.4s, v28.4s, v14.4s\n" + "srshl v27.4s, v27.4s, v7.4s\n" + "ldr x24, [%x[outptrs], #0x68]\n" + "sqrdmulh v26.4s, v26.4s, v8.4s\n" + "sshl v25.4s, v25.4s, v9.4s\n" + "uzp1 v28.16b, v28.16b, v28.16b\n" + "add v27.4s, v27.4s, v10.4s\n" + "uzp1 v28.16b, v28.16b, v28.16b\n" + "str s28, [x25, x9]\n" + "smin v27.4s, v27.4s, v13.4s\n" + "and v17.16b, v26.16b, v7.16b\n" + "ldr x25, [%x[outptrs], #0x70]\n" + "sqrdmulh v25.4s, v25.4s, v8.4s\n" + "sshl v24.4s, v24.4s, v9.4s\n" + "smax v27.4s, v27.4s, v14.4s\n" + "sshr v17.4s, v17.4s, #0x1f\n" + "and v16.16b, v25.16b, v7.16b\n" + "uzp1 v27.16b, v27.16b, v27.16b\n" + "sqadd v26.4s, v26.4s, v17.4s\n" + "uzp1 v27.16b, v27.16b, v27.16b\n" + "str s27, [x26, x9]\n" + "sshr v16.4s, v16.4s, #0x1f\n" + "sqrdmulh v24.4s, v24.4s, v8.4s\n" + "ldr x26, [%x[outptrs], #0x78]\n" + "srshl v26.4s, v26.4s, v7.4s\n" + "sshl v23.4s, v23.4s, v9.4s\n" + "sqadd v25.4s, v25.4s, v16.4s\n" + "and v17.16b, v24.16b, v7.16b\n" + "add v26.4s, v26.4s, v10.4s\n" + "sqrdmulh v23.4s, v23.4s, v8.4s\n" + "srshl v25.4s, v25.4s, v7.4s\n" + "smin v26.4s, v26.4s, v13.4s\n" + "sshr v17.4s, v17.4s, #0x1f\n" + "and v16.16b, v23.16b, v7.16b\n" + "smax v26.4s, v26.4s, v14.4s\n" + "add v25.4s, v25.4s, v10.4s\n" + "sqadd v24.4s, v24.4s, v17.4s\n" + "uzp1 v26.16b, v26.16b, v26.16b\n" + "smin v25.4s, v25.4s, v13.4s\n" + "uzp1 v26.16b, v26.16b, v26.16b\n" + "str s26, [x19, x9]\n" + "smax v25.4s, v25.4s, v14.4s\n" + "srshl v24.4s, v24.4s, v7.4s\n" + "sshr v16.4s, v16.4s, #0x1f\n" + "sshl v22.4s, v22.4s, v9.4s\n" + "uzp1 v25.16b, v25.16b, v25.16b\n" + "add v24.4s, v24.4s, v10.4s\n" + "uzp1 v25.16b, v25.16b, v25.16b\n" + "str s25, [x20, x9]\n" + "smin v24.4s, v24.4s, v13.4s\n" + "sqadd v23.4s, v23.4s, v16.4s\n" + "sqrdmulh v22.4s, v22.4s, v8.4s\n" + "sshl v21.4s, v21.4s, v9.4s\n" + "smax v24.4s, v24.4s, v14.4s\n" + "srshl v23.4s, v23.4s, v7.4s\n" + "and v17.16b, v22.16b, v7.16b\n" + "uzp1 v24.16b, v24.16b, v24.16b\n" + "sqrdmulh v21.4s, v21.4s, v8.4s\n" + "uzp1 v24.16b, v24.16b, v24.16b\n" + "str s24, [x21, x9]\n" + "add v23.4s, v23.4s, v10.4s\n" + "sshr v17.4s, v17.4s, #0x1f\n" + "and v16.16b, v21.16b, v7.16b\n" + "sshl v20.4s, v20.4s, v9.4s\n" + "smin v23.4s, v23.4s, v13.4s\n" + "sqadd v22.4s, v22.4s, v17.4s\n" + "sshr v16.4s, v16.4s, #0x1f\n" + "smax v23.4s, v23.4s, v14.4s\n" + "sqrdmulh v20.4s, v20.4s, v8.4s\n" + "srshl v22.4s, v22.4s, v7.4s\n" + "uzp1 v23.16b, v23.16b, v23.16b\n" + "sqadd v21.4s, v21.4s, v16.4s\n" + "uzp1 v23.16b, v23.16b, v23.16b\n" + "str s23, [x22, x9]\n" + "add v22.4s, v22.4s, v10.4s\n" + "and v16.16b, v20.16b, v7.16b\n" + "srshl v21.4s, v21.4s, v7.4s\n" + "sshl v19.4s, v19.4s, v9.4s\n" + "smin v22.4s, v22.4s, v13.4s\n" + "sshr v16.4s, v16.4s, #0x1f\n" + "add v21.4s, v21.4s, v10.4s\n" + "smax v22.4s, v22.4s, v14.4s\n" + "sqadd v20.4s, v20.4s, v16.4s\n" + "smin v21.4s, v21.4s, v13.4s\n" + "uzp1 v22.16b, v22.16b, v22.16b\n" + "sqrdmulh v19.4s, v19.4s, v8.4s\n" + "uzp1 v22.16b, v22.16b, v22.16b\n" + "str s22, [x23, x9]\n" + "smax v21.4s, v21.4s, v14.4s\n" + "srshl v20.4s, v20.4s, v7.4s\n" + "and v16.16b, v19.16b, v7.16b\n" + "uzp1 v21.16b, v21.16b, v21.16b\n" + "add v20.4s, v20.4s, v10.4s\n" + "sshr v16.4s, v16.4s, #0x1f\n" + "uzp1 v21.16b, v21.16b, v21.16b\n" + "str s21, [x24, x9]\n" + "smin v20.4s, v20.4s, v13.4s\n" + "sqadd v19.4s, v19.4s, v16.4s\n" + "smax v20.4s, v20.4s, v14.4s\n" + "srshl v19.4s, v19.4s, v7.4s\n" + "uzp1 v20.16b, v20.16b, v20.16b\n" + "uzp1 v20.16b, v20.16b, v20.16b\n" + "str s20, [x25, x9]\n" + "add v19.4s, v19.4s, v10.4s\n" + "smin v19.4s, v19.4s, v13.4s\n" + "smax v19.4s, v19.4s, v14.4s\n" + "uzp1 v19.16b, v19.16b, v19.16b\n" + "uzp1 v19.16b, v19.16b, v19.16b\n" + "str s19, [x26, x9]\n" + "b 8f\n" + "7:" // Output channel loop: Single kernel point + "smlal v6.4s, v17.4h, v3.h[0]\n" + "ldr x19, [%x[outptrs], #0x0]\n" + "smlal v5.4s, v17.4h, v3.h[1]\n" + "ldr x20, [%x[outptrs], #0x8]\n" + "smlal v4.4s, v17.4h, v3.h[2]\n" + "ldr x21, [%x[outptrs], #0x10]\n" + "smlal v31.4s, v17.4h, v3.h[3]\n" + "ldr x22, [%x[outptrs], #0x18]\n" + "smlal v30.4s, v17.4h, v3.h[4]\n" + "ldr x23, [%x[outptrs], #0x20]\n" + "smlal v29.4s, v17.4h, v3.h[5]\n" + "ldr x24, [%x[outptrs], #0x28]\n" + "smlal v28.4s, v17.4h, v3.h[6]\n" + "ldr x25, [%x[outptrs], #0x30]\n" + "smlal v27.4s, v17.4h, v3.h[7]\n" + "ldr x26, [%x[outptrs], #0x38]\n" + "smlal v26.4s, v17.4h, v2.h[0]\n" + "smlal v25.4s, v17.4h, v2.h[1]\n" + "smlal v24.4s, v17.4h, v2.h[2]\n" + "smlal v23.4s, v17.4h, v2.h[3]\n" + "smlal v22.4s, v17.4h, v2.h[4]\n" + "smlal v21.4s, v17.4h, v2.h[5]\n" + "smlal v20.4s, v17.4h, v2.h[6]\n" + "smlal v19.4s, v17.4h, v2.h[7]\n" + "sshl v6.4s, v6.4s, v9.4s\n" + "sshl v5.4s, v5.4s, v9.4s\n" + "sqrdmulh v6.4s, v6.4s, v8.4s\n" + "sqrdmulh v5.4s, v5.4s, v8.4s\n" + "sshl v4.4s, v4.4s, v9.4s\n" + "sshl v31.4s, v31.4s, v9.4s\n" + "and v18.16b, v6.16b, v7.16b\n" + "and v16.16b, v5.16b, v7.16b\n" + "sqrdmulh v4.4s, v4.4s, v8.4s\n" + "sshr v18.4s, v18.4s, #0x1f\n" + "sshr v16.4s, v16.4s, #0x1f\n" + "sqrdmulh v31.4s, v31.4s, v8.4s\n" + "sqadd v6.4s, v6.4s, v18.4s\n" + "sqadd v5.4s, v5.4s, v16.4s\n" + "and v17.16b, v4.16b, v7.16b\n" + "and v16.16b, v31.16b, v7.16b\n" + "srshl v6.4s, v6.4s, v7.4s\n" + "srshl v5.4s, v5.4s, v7.4s\n" + "sshr v17.4s, v17.4s, #0x1f\n" + "sshr v16.4s, v16.4s, #0x1f\n" + "add v6.4s, v6.4s, v10.4s\n" + "add v5.4s, v5.4s, v10.4s\n" + "sqadd v4.4s, v4.4s, v17.4s\n" + "smin v6.4s, v6.4s, v13.4s\n" + "smin v5.4s, v5.4s, v13.4s\n" + "sqadd v31.4s, v31.4s, v16.4s\n" + "smax v6.4s, v6.4s, v14.4s\n" + "smax v5.4s, v5.4s, v14.4s\n" + "srshl v4.4s, v4.4s, v7.4s\n" + "uzp1 v6.16b, v6.16b, v6.16b\n" + "uzp1 v5.16b, v5.16b, v5.16b\n" + "uzp1 v6.16b, v6.16b, v6.16b\n" + "str s6, [x19, x9]\n" + "uzp1 v5.16b, v5.16b, v5.16b\n" + "add v4.4s, v4.4s, v10.4s\n" + "ldr x19, [%x[outptrs], #0x40]\n" + "srshl v31.4s, v31.4s, v7.4s\n" + "str s5, [x20, x9]\n" + "sshl v30.4s, v30.4s, v9.4s\n" + "ldr x20, [%x[outptrs], #0x48]\n" + "smin v4.4s, v4.4s, v13.4s\n" + "sqrdmulh v30.4s, v30.4s, v8.4s\n" + "add v31.4s, v31.4s, v10.4s\n" + "smax v4.4s, v4.4s, v14.4s\n" + "sshl v29.4s, v29.4s, v9.4s\n" + "smin v31.4s, v31.4s, v13.4s\n" + "uzp1 v4.16b, v4.16b, v4.16b\n" + "and v16.16b, v30.16b, v7.16b\n" + "uzp1 v4.16b, v4.16b, v4.16b\n" + "str s4, [x21, x9]\n" + "smax v31.4s, v31.4s, v14.4s\n" + "sshr v16.4s, v16.4s, #0x1f\n" + "ldr x21, [%x[outptrs], #0x50]\n" + "sqrdmulh v29.4s, v29.4s, v8.4s\n" + "sshl v28.4s, v28.4s, v9.4s\n" + "uzp1 v31.16b, v31.16b, v31.16b\n" + "sqadd v30.4s, v30.4s, v16.4s\n" + "uzp1 v31.16b, v31.16b, v31.16b\n" + "str s31, [x22, x9]\n" + "and v17.16b, v29.16b, v7.16b\n" + "sqrdmulh v28.4s, v28.4s, v8.4s\n" + "ldr x22, [%x[outptrs], #0x58]\n" + "srshl v30.4s, v30.4s, v7.4s\n" + "sshl v27.4s, v27.4s, v9.4s\n" + "sshr v17.4s, v17.4s, #0x1f\n" + "and v16.16b, v28.16b, v7.16b\n" + "add v30.4s, v30.4s, v10.4s\n" + "sqadd v29.4s, v29.4s, v17.4s\n" + "sshr v16.4s, v16.4s, #0x1f\n" + "smin v30.4s, v30.4s, v13.4s\n" + "sqrdmulh v27.4s, v27.4s, v8.4s\n" + "srshl v29.4s, v29.4s, v7.4s\n" + "smax v30.4s, v30.4s, v14.4s\n" + "sqadd v28.4s, v28.4s, v16.4s\n" + "and v16.16b, v27.16b, v7.16b\n" + "uzp1 v30.16b, v30.16b, v30.16b\n" + "add v29.4s, v29.4s, v10.4s\n" + "uzp1 v30.16b, v30.16b, v30.16b\n" + "str s30, [x23, x9]\n" + "smin v29.4s, v29.4s, v13.4s\n" + "srshl v28.4s, v28.4s, v7.4s\n" + "ldr x23, [%x[outptrs], #0x60]\n" + "sshr v16.4s, v16.4s, #0x1f\n" + "sshl v26.4s, v26.4s, v9.4s\n" + "smax v29.4s, v29.4s, v14.4s\n" + "add v28.4s, v28.4s, v10.4s\n" + "sqadd v27.4s, v27.4s, v16.4s\n" + "uzp1 v29.16b, v29.16b, v29.16b\n" + "smin v28.4s, v28.4s, v13.4s\n" + "uzp1 v29.16b, v29.16b, v29.16b\n" + "str s29, [x24, x9]\n" + "smax v28.4s, v28.4s, v14.4s\n" + "srshl v27.4s, v27.4s, v7.4s\n" + "ldr x24, [%x[outptrs], #0x68]\n" + "sqrdmulh v26.4s, v26.4s, v8.4s\n" + "sshl v25.4s, v25.4s, v9.4s\n" + "uzp1 v28.16b, v28.16b, v28.16b\n" + "add v27.4s, v27.4s, v10.4s\n" + "uzp1 v28.16b, v28.16b, v28.16b\n" + "str s28, [x25, x9]\n" + "smin v27.4s, v27.4s, v13.4s\n" + "and v17.16b, v26.16b, v7.16b\n" + "ldr x25, [%x[outptrs], #0x70]\n" + "sqrdmulh v25.4s, v25.4s, v8.4s\n" + "sshl v24.4s, v24.4s, v9.4s\n" + "smax v27.4s, v27.4s, v14.4s\n" + "sshr v17.4s, v17.4s, #0x1f\n" + "and v16.16b, v25.16b, v7.16b\n" + "uzp1 v27.16b, v27.16b, v27.16b\n" + "sqadd v26.4s, v26.4s, v17.4s\n" + "uzp1 v27.16b, v27.16b, v27.16b\n" + "str s27, [x26, x9]\n" + "sshr v16.4s, v16.4s, #0x1f\n" + "sqrdmulh v24.4s, v24.4s, v8.4s\n" + "ldr x26, [%x[outptrs], #0x78]\n" + "srshl v26.4s, v26.4s, v7.4s\n" + "sshl v23.4s, v23.4s, v9.4s\n" + "sqadd v25.4s, v25.4s, v16.4s\n" + "and v17.16b, v24.16b, v7.16b\n" + "add v26.4s, v26.4s, v10.4s\n" + "sqrdmulh v23.4s, v23.4s, v8.4s\n" + "srshl v25.4s, v25.4s, v7.4s\n" + "smin v26.4s, v26.4s, v13.4s\n" + "sshr v17.4s, v17.4s, #0x1f\n" + "and v16.16b, v23.16b, v7.16b\n" + "smax v26.4s, v26.4s, v14.4s\n" + "add v25.4s, v25.4s, v10.4s\n" + "sqadd v24.4s, v24.4s, v17.4s\n" + "uzp1 v26.16b, v26.16b, v26.16b\n" + "smin v25.4s, v25.4s, v13.4s\n" + "uzp1 v26.16b, v26.16b, v26.16b\n" + "str s26, [x19, x9]\n" + "smax v25.4s, v25.4s, v14.4s\n" + "srshl v24.4s, v24.4s, v7.4s\n" + "sshr v16.4s, v16.4s, #0x1f\n" + "sshl v22.4s, v22.4s, v9.4s\n" + "uzp1 v25.16b, v25.16b, v25.16b\n" + "add v24.4s, v24.4s, v10.4s\n" + "uzp1 v25.16b, v25.16b, v25.16b\n" + "str s25, [x20, x9]\n" + "smin v24.4s, v24.4s, v13.4s\n" + "sqadd v23.4s, v23.4s, v16.4s\n" + "sqrdmulh v22.4s, v22.4s, v8.4s\n" + "sshl v21.4s, v21.4s, v9.4s\n" + "smax v24.4s, v24.4s, v14.4s\n" + "srshl v23.4s, v23.4s, v7.4s\n" + "and v17.16b, v22.16b, v7.16b\n" + "uzp1 v24.16b, v24.16b, v24.16b\n" + "sqrdmulh v21.4s, v21.4s, v8.4s\n" + "uzp1 v24.16b, v24.16b, v24.16b\n" + "str s24, [x21, x9]\n" + "add v23.4s, v23.4s, v10.4s\n" + "sshr v17.4s, v17.4s, #0x1f\n" + "and v16.16b, v21.16b, v7.16b\n" + "sshl v20.4s, v20.4s, v9.4s\n" + "smin v23.4s, v23.4s, v13.4s\n" + "sqadd v22.4s, v22.4s, v17.4s\n" + "sshr v16.4s, v16.4s, #0x1f\n" + "smax v23.4s, v23.4s, v14.4s\n" + "sqrdmulh v20.4s, v20.4s, v8.4s\n" + "srshl v22.4s, v22.4s, v7.4s\n" + "uzp1 v23.16b, v23.16b, v23.16b\n" + "sqadd v21.4s, v21.4s, v16.4s\n" + "uzp1 v23.16b, v23.16b, v23.16b\n" + "str s23, [x22, x9]\n" + "add v22.4s, v22.4s, v10.4s\n" + "and v16.16b, v20.16b, v7.16b\n" + "srshl v21.4s, v21.4s, v7.4s\n" + "sshl v19.4s, v19.4s, v9.4s\n" + "smin v22.4s, v22.4s, v13.4s\n" + "sshr v16.4s, v16.4s, #0x1f\n" + "add v21.4s, v21.4s, v10.4s\n" + "smax v22.4s, v22.4s, v14.4s\n" + "sqadd v20.4s, v20.4s, v16.4s\n" + "smin v21.4s, v21.4s, v13.4s\n" + "uzp1 v22.16b, v22.16b, v22.16b\n" + "sqrdmulh v19.4s, v19.4s, v8.4s\n" + "uzp1 v22.16b, v22.16b, v22.16b\n" + "str s22, [x23, x9]\n" + "smax v21.4s, v21.4s, v14.4s\n" + "srshl v20.4s, v20.4s, v7.4s\n" + "and v16.16b, v19.16b, v7.16b\n" + "uzp1 v21.16b, v21.16b, v21.16b\n" + "add v20.4s, v20.4s, v10.4s\n" + "sshr v16.4s, v16.4s, #0x1f\n" + "uzp1 v21.16b, v21.16b, v21.16b\n" + "str s21, [x24, x9]\n" + "smin v20.4s, v20.4s, v13.4s\n" + "sqadd v19.4s, v19.4s, v16.4s\n" + "smax v20.4s, v20.4s, v14.4s\n" + "srshl v19.4s, v19.4s, v7.4s\n" + "uzp1 v20.16b, v20.16b, v20.16b\n" + "uzp1 v20.16b, v20.16b, v20.16b\n" + "str s20, [x25, x9]\n" + "add v19.4s, v19.4s, v10.4s\n" + "smin v19.4s, v19.4s, v13.4s\n" + "smax v19.4s, v19.4s, v14.4s\n" + "uzp1 v19.16b, v19.16b, v19.16b\n" + "uzp1 v19.16b, v19.16b, v19.16b\n" + "str s19, [x26, x9]\n" + "8:" // Output channel loop: Done + "add x9, x9, #0x4\n" + "cmp x9, x28, LSL #2\n" + "blt 1b\n" + "tst %x[n_output_channels], #0x3\n" + "beq 26f\n" + "9:" // Output channel oddments + "movi v16.4s, #0x0\n" + "cbz %x[bias], 12f\n" + "add x19, %x[bias], x9, LSL #2\n" + "tbz %x[n_output_channels], #1, 10f\n" + "ld1 { v16.d }[0], [x19], #0x8\n" + "tbz %x[n_output_channels], #0, 11f\n" + "ld1 { v16.s }[2], [x19]\n" + "b 11f\n" + "10:" // Output channel oddments: Load bias: Bit 1: Unset + "tbz %x[n_output_channels], #0, 11f\n" + "ld1 { v16.s }[0], [x19]\n" + "11:" // Output channel oddments: Load bias: Bit 1: End + + "12:" // Output channel oddments: Load bias: Done + "mov v6.16b, v16.16b\n" + "mov v5.16b, v16.16b\n" + "mov v4.16b, v16.16b\n" + "mov v31.16b, v16.16b\n" + "mov v30.16b, v16.16b\n" + "mov v29.16b, v16.16b\n" + "mov v28.16b, v16.16b\n" + "mov v27.16b, v16.16b\n" + "mov v26.16b, v16.16b\n" + "mov v25.16b, v16.16b\n" + "mov v24.16b, v16.16b\n" + "mov v23.16b, v16.16b\n" + "mov v22.16b, v16.16b\n" + "mov v21.16b, v16.16b\n" + "mov v20.16b, v16.16b\n" + "mov v19.16b, v16.16b\n" + "cbz %x[rq_mul_ptr], 18f\n" + "add x21, %x[rq_mul_ptr], x9, LSL #2\n" + "add x20, %x[rq_right_shift_ptr], x9, LSL #2\n" + "add x19, %x[rq_left_shift_ptr], x9, LSL #2\n" + "cbz %x[rq_left_shift_ptr], 15f\n" + "tbz %x[n_output_channels], #1, 13f\n" + "ld1 { v8.d }[0], [x21], #0x8\n" + "ld1 { v7.d }[0], [x20], #0x8\n" + "ld1 { v9.d }[0], [x19], #0x8\n" + "tbz %x[n_output_channels], #0, 14f\n" + "ld1 { v8.s }[2], [x21], #0x4\n" + "ld1 { v7.s }[2], [x20], #0x4\n" + "ld1 { v9.s }[2], [x19], #0x4\n" + "b 14f\n" + "13:" // Output channel oddments: Load quantization parameters: With left shift: Bit 1: Unset + "tbz %x[n_output_channels], #0, 14f\n" + "ld1 { v8.s }[0], [x21], #0x4\n" + "ld1 { v7.s }[0], [x20], #0x4\n" + "ld1 { v9.s }[0], [x19], #0x4\n" + "14:" // Output channel oddments: Load quantization parameters: With left shift: Bit 1: End + "b 18f\n" + "15:" // Output channel oddments: Load quantization parameters: No left shift + "tbz %x[n_output_channels], #1, 16f\n" + "ld1 { v8.d }[0], [x21], #0x8\n" + "ld1 { v7.d }[0], [x20], #0x8\n" + "tbz %x[n_output_channels], #0, 17f\n" + "ld1 { v8.s }[2], [x21], #0x4\n" + "ld1 { v7.s }[2], [x20], #0x4\n" + "b 17f\n" + "16:" // Output channel oddments: Load quantization parameters: No left shift: Bit 1: Unset + "tbz %x[n_output_channels], #0, 17f\n" + "ld1 { v8.s }[0], [x21], #0x4\n" + "ld1 { v7.s }[0], [x20], #0x4\n" + "17:" // Output channel oddments: Load quantization parameters: No left shift: Bit 1: End + + "18:" // Output channel oddments: Load quantization parameters: Done + "ldr s17, [%x[weights]], #0x4\n" + "ssubl v17.8h, v17.8b, v11.8b\n" + "mov x19, %x[inptrs]\n" + "ldp x25, x27, [x19], #0x10\n" + "lsr x20, %x[kernel_points], #0x1\n" + "ldr d3, [x25, #0x0]\n" + "ssubl v3.8h, v3.8b, v12.8b\n" + "ldr d2, [x27, #0x0]\n" + "ssubl v2.8h, v2.8b, v12.8b\n" + "cbz x20, 22f\n" + "ldp x25, x27, [x19], #0x10\n" + "ldr s16, [%x[weights]], #0x4\n" + "ssubl v16.8h, v16.8b, v11.8b\n" + "ldr d1, [x25, #0x0]\n" + "subs x20, x20, #0x1\n" + "ssubl v1.8h, v1.8b, v12.8b\n" + "ldr d0, [x27, #0x0]\n" + "ssubl v0.8h, v0.8b, v12.8b\n" + "beq 20f\n" + "19:" // Output channel oddments: Kernel loop + "smlal v6.4s, v17.4h, v3.h[0]\n" + "ldp x25, x27, [x19], #0x10\n" + "subs x20, x20, #0x1\n" + "smlal v5.4s, v17.4h, v3.h[1]\n" + "smlal v4.4s, v17.4h, v3.h[2]\n" + "smlal v31.4s, v17.4h, v3.h[3]\n" + "smlal v30.4s, v17.4h, v3.h[4]\n" + "smlal v29.4s, v17.4h, v3.h[5]\n" + "smlal v28.4s, v17.4h, v3.h[6]\n" + "smlal v27.4s, v17.4h, v3.h[7]\n" + "ldr d3, [x25, #0x0]\n" + "smlal v26.4s, v17.4h, v2.h[0]\n" + "smlal v25.4s, v17.4h, v2.h[1]\n" + "smlal v24.4s, v17.4h, v2.h[2]\n" + "smlal v23.4s, v17.4h, v2.h[3]\n" + "smlal v22.4s, v17.4h, v2.h[4]\n" + "smlal v21.4s, v17.4h, v2.h[5]\n" + "smlal v20.4s, v17.4h, v2.h[6]\n" + "smlal v19.4s, v17.4h, v2.h[7]\n" + "ldr d2, [x27, #0x0]\n" + "ssubl v3.8h, v3.8b, v12.8b\n" + "ldr s17, [%x[weights]], #0x4\n" + "smlal v6.4s, v16.4h, v1.h[0]\n" + "ldp x25, x27, [x19], #0x10\n" + "smlal v5.4s, v16.4h, v1.h[1]\n" + "smlal v4.4s, v16.4h, v1.h[2]\n" + "ssubl v2.8h, v2.8b, v12.8b\n" + "ssubl v17.8h, v17.8b, v11.8b\n" + "smlal v31.4s, v16.4h, v1.h[3]\n" + "smlal v30.4s, v16.4h, v1.h[4]\n" + "smlal v29.4s, v16.4h, v1.h[5]\n" + "smlal v28.4s, v16.4h, v1.h[6]\n" + "smlal v27.4s, v16.4h, v1.h[7]\n" + "ldr d1, [x25, #0x0]\n" + "smlal v26.4s, v16.4h, v0.h[0]\n" + "smlal v25.4s, v16.4h, v0.h[1]\n" + "smlal v24.4s, v16.4h, v0.h[2]\n" + "smlal v23.4s, v16.4h, v0.h[3]\n" + "smlal v22.4s, v16.4h, v0.h[4]\n" + "smlal v21.4s, v16.4h, v0.h[5]\n" + "smlal v20.4s, v16.4h, v0.h[6]\n" + "smlal v19.4s, v16.4h, v0.h[7]\n" + "ldr d0, [x27, #0x0]\n" + "ssubl v1.8h, v1.8b, v12.8b\n" + "ldr s16, [%x[weights]], #0x4\n" + "ssubl v0.8h, v0.8b, v12.8b\n" + "ssubl v16.8h, v16.8b, v11.8b\n" + "bgt 19b\n" + "20:" // Output channel oddments: Kernel loop tail + "tbnz %x[kernel_points], #0, 21f\n" + "smlal v6.4s, v17.4h, v3.h[0]\n" + "smlal v5.4s, v17.4h, v3.h[1]\n" + "smlal v4.4s, v17.4h, v3.h[2]\n" + "smlal v31.4s, v17.4h, v3.h[3]\n" + "smlal v30.4s, v17.4h, v3.h[4]\n" + "smlal v29.4s, v17.4h, v3.h[5]\n" + "smlal v28.4s, v17.4h, v3.h[6]\n" + "smlal v27.4s, v17.4h, v3.h[7]\n" + "smlal v26.4s, v17.4h, v2.h[0]\n" + "smlal v25.4s, v17.4h, v2.h[1]\n" + "smlal v24.4s, v17.4h, v2.h[2]\n" + "smlal v23.4s, v17.4h, v2.h[3]\n" + "smlal v22.4s, v17.4h, v2.h[4]\n" + "smlal v21.4s, v17.4h, v2.h[5]\n" + "smlal v20.4s, v17.4h, v2.h[6]\n" + "smlal v19.4s, v17.4h, v2.h[7]\n" + "smlal v6.4s, v16.4h, v1.h[0]\n" + "smlal v5.4s, v16.4h, v1.h[1]\n" + "smlal v4.4s, v16.4h, v1.h[2]\n" + "smlal v31.4s, v16.4h, v1.h[3]\n" + "smlal v30.4s, v16.4h, v1.h[4]\n" + "smlal v29.4s, v16.4h, v1.h[5]\n" + "smlal v28.4s, v16.4h, v1.h[6]\n" + "smlal v27.4s, v16.4h, v1.h[7]\n" + "smlal v26.4s, v16.4h, v0.h[0]\n" + "smlal v25.4s, v16.4h, v0.h[1]\n" + "smlal v24.4s, v16.4h, v0.h[2]\n" + "smlal v23.4s, v16.4h, v0.h[3]\n" + "smlal v22.4s, v16.4h, v0.h[4]\n" + "smlal v21.4s, v16.4h, v0.h[5]\n" + "smlal v20.4s, v16.4h, v0.h[6]\n" + "smlal v19.4s, v16.4h, v0.h[7]\n" + "b 23f\n" + "21:" // Output channel oddments: Odd tail + "smlal v6.4s, v17.4h, v3.h[0]\n" + "ldp x25, x27, [x19], #0x10\n" + "smlal v5.4s, v17.4h, v3.h[1]\n" + "smlal v4.4s, v17.4h, v3.h[2]\n" + "smlal v31.4s, v17.4h, v3.h[3]\n" + "smlal v30.4s, v17.4h, v3.h[4]\n" + "smlal v29.4s, v17.4h, v3.h[5]\n" + "smlal v28.4s, v17.4h, v3.h[6]\n" + "smlal v27.4s, v17.4h, v3.h[7]\n" + "ldr d3, [x25, #0x0]\n" + "smlal v26.4s, v17.4h, v2.h[0]\n" + "smlal v25.4s, v17.4h, v2.h[1]\n" + "smlal v24.4s, v17.4h, v2.h[2]\n" + "smlal v23.4s, v17.4h, v2.h[3]\n" + "smlal v22.4s, v17.4h, v2.h[4]\n" + "smlal v21.4s, v17.4h, v2.h[5]\n" + "smlal v20.4s, v17.4h, v2.h[6]\n" + "smlal v19.4s, v17.4h, v2.h[7]\n" + "ldr d2, [x27, #0x0]\n" + "ssubl v3.8h, v3.8b, v12.8b\n" + "ldr s17, [%x[weights]], #0x4\n" + "smlal v6.4s, v16.4h, v1.h[0]\n" + "smlal v5.4s, v16.4h, v1.h[1]\n" + "smlal v4.4s, v16.4h, v1.h[2]\n" + "ssubl v2.8h, v2.8b, v12.8b\n" + "ssubl v17.8h, v17.8b, v11.8b\n" + "smlal v31.4s, v16.4h, v1.h[3]\n" + "smlal v30.4s, v16.4h, v1.h[4]\n" + "smlal v29.4s, v16.4h, v1.h[5]\n" + "smlal v28.4s, v16.4h, v1.h[6]\n" + "smlal v27.4s, v16.4h, v1.h[7]\n" + "smlal v26.4s, v16.4h, v0.h[0]\n" + "smlal v25.4s, v16.4h, v0.h[1]\n" + "smlal v24.4s, v16.4h, v0.h[2]\n" + "smlal v23.4s, v16.4h, v0.h[3]\n" + "smlal v22.4s, v16.4h, v0.h[4]\n" + "smlal v21.4s, v16.4h, v0.h[5]\n" + "smlal v20.4s, v16.4h, v0.h[6]\n" + "smlal v19.4s, v16.4h, v0.h[7]\n" + "smlal v6.4s, v17.4h, v3.h[0]\n" + "smlal v5.4s, v17.4h, v3.h[1]\n" + "smlal v4.4s, v17.4h, v3.h[2]\n" + "smlal v31.4s, v17.4h, v3.h[3]\n" + "smlal v30.4s, v17.4h, v3.h[4]\n" + "smlal v29.4s, v17.4h, v3.h[5]\n" + "smlal v28.4s, v17.4h, v3.h[6]\n" + "smlal v27.4s, v17.4h, v3.h[7]\n" + "smlal v26.4s, v17.4h, v2.h[0]\n" + "smlal v25.4s, v17.4h, v2.h[1]\n" + "smlal v24.4s, v17.4h, v2.h[2]\n" + "smlal v23.4s, v17.4h, v2.h[3]\n" + "smlal v22.4s, v17.4h, v2.h[4]\n" + "smlal v21.4s, v17.4h, v2.h[5]\n" + "smlal v20.4s, v17.4h, v2.h[6]\n" + "smlal v19.4s, v17.4h, v2.h[7]\n" + "b 23f\n" + "22:" // Output channel oddments: Single kernel point + "smlal v6.4s, v17.4h, v3.h[0]\n" + "smlal v5.4s, v17.4h, v3.h[1]\n" + "smlal v4.4s, v17.4h, v3.h[2]\n" + "smlal v31.4s, v17.4h, v3.h[3]\n" + "smlal v30.4s, v17.4h, v3.h[4]\n" + "smlal v29.4s, v17.4h, v3.h[5]\n" + "smlal v28.4s, v17.4h, v3.h[6]\n" + "smlal v27.4s, v17.4h, v3.h[7]\n" + "smlal v26.4s, v17.4h, v2.h[0]\n" + "smlal v25.4s, v17.4h, v2.h[1]\n" + "smlal v24.4s, v17.4h, v2.h[2]\n" + "smlal v23.4s, v17.4h, v2.h[3]\n" + "smlal v22.4s, v17.4h, v2.h[4]\n" + "smlal v21.4s, v17.4h, v2.h[5]\n" + "smlal v20.4s, v17.4h, v2.h[6]\n" + "smlal v19.4s, v17.4h, v2.h[7]\n" + "23:" // Output channel oddments: Done + "sshl v6.4s, v6.4s, v9.4s\n" + "sshl v5.4s, v5.4s, v9.4s\n" + "sshl v4.4s, v4.4s, v9.4s\n" + "sqrdmulh v6.4s, v6.4s, v8.4s\n" + "sqrdmulh v5.4s, v5.4s, v8.4s\n" + "sqrdmulh v4.4s, v4.4s, v8.4s\n" + "sshl v31.4s, v31.4s, v9.4s\n" + "and v18.16b, v6.16b, v7.16b\n" + "and v16.16b, v5.16b, v7.16b\n" + "and v17.16b, v4.16b, v7.16b\n" + "sshr v18.4s, v18.4s, #0x1f\n" + "sshr v16.4s, v16.4s, #0x1f\n" + "sshr v17.4s, v17.4s, #0x1f\n" + "sqadd v6.4s, v6.4s, v18.4s\n" + "sqadd v5.4s, v5.4s, v16.4s\n" + "sqadd v4.4s, v4.4s, v17.4s\n" + "sqrdmulh v31.4s, v31.4s, v8.4s\n" + "srshl v6.4s, v6.4s, v7.4s\n" + "srshl v5.4s, v5.4s, v7.4s\n" + "srshl v4.4s, v4.4s, v7.4s\n" + "and v16.16b, v31.16b, v7.16b\n" + "add v6.4s, v6.4s, v10.4s\n" + "add v5.4s, v5.4s, v10.4s\n" + "add v4.4s, v4.4s, v10.4s\n" + "smin v6.4s, v6.4s, v13.4s\n" + "smin v5.4s, v5.4s, v13.4s\n" + "smin v4.4s, v4.4s, v13.4s\n" + "smax v6.4s, v6.4s, v14.4s\n" + "smax v5.4s, v5.4s, v14.4s\n" + "smax v4.4s, v4.4s, v14.4s\n" + "uzp1 v6.16b, v6.16b, v6.16b\n" + "uzp1 v5.16b, v5.16b, v5.16b\n" + "uzp1 v6.16b, v6.16b, v6.16b\n" + "uzp1 v5.16b, v5.16b, v5.16b\n" + "uzp1 v4.16b, v4.16b, v4.16b\n" + "sshr v16.4s, v16.4s, #0x1f\n" + "uzp1 v4.16b, v4.16b, v4.16b\n" + "sshl v30.4s, v30.4s, v9.4s\n" + "sqadd v31.4s, v31.4s, v16.4s\n" + "sqrdmulh v30.4s, v30.4s, v8.4s\n" + "sshl v29.4s, v29.4s, v9.4s\n" + "sshl v28.4s, v28.4s, v9.4s\n" + "srshl v31.4s, v31.4s, v7.4s\n" + "and v16.16b, v30.16b, v7.16b\n" + "sqrdmulh v29.4s, v29.4s, v8.4s\n" + "sqrdmulh v28.4s, v28.4s, v8.4s\n" + "add v31.4s, v31.4s, v10.4s\n" + "sshr v16.4s, v16.4s, #0x1f\n" + "and v17.16b, v29.16b, v7.16b\n" + "smin v31.4s, v31.4s, v13.4s\n" + "sqadd v30.4s, v30.4s, v16.4s\n" + "sshr v17.4s, v17.4s, #0x1f\n" + "smax v31.4s, v31.4s, v14.4s\n" + "and v16.16b, v28.16b, v7.16b\n" + "srshl v30.4s, v30.4s, v7.4s\n" + "uzp1 v31.16b, v31.16b, v31.16b\n" + "sqadd v29.4s, v29.4s, v17.4s\n" + "uzp1 v31.16b, v31.16b, v31.16b\n" + "add v30.4s, v30.4s, v10.4s\n" + "sshr v16.4s, v16.4s, #0x1f\n" + "srshl v29.4s, v29.4s, v7.4s\n" + "smin v30.4s, v30.4s, v13.4s\n" + "sqadd v28.4s, v28.4s, v16.4s\n" + "sshl v27.4s, v27.4s, v9.4s\n" + "smax v30.4s, v30.4s, v14.4s\n" + "add v29.4s, v29.4s, v10.4s\n" + "srshl v28.4s, v28.4s, v7.4s\n" + "uzp1 v30.16b, v30.16b, v30.16b\n" + "smin v29.4s, v29.4s, v13.4s\n" + "uzp1 v30.16b, v30.16b, v30.16b\n" + "add v28.4s, v28.4s, v10.4s\n" + "smax v29.4s, v29.4s, v14.4s\n" + "sqrdmulh v27.4s, v27.4s, v8.4s\n" + "smin v28.4s, v28.4s, v13.4s\n" + "uzp1 v29.16b, v29.16b, v29.16b\n" + "sshl v26.4s, v26.4s, v9.4s\n" + "uzp1 v29.16b, v29.16b, v29.16b\n" + "smax v28.4s, v28.4s, v14.4s\n" + "and v16.16b, v27.16b, v7.16b\n" + "sqrdmulh v26.4s, v26.4s, v8.4s\n" + "uzp1 v28.16b, v28.16b, v28.16b\n" + "sshr v16.4s, v16.4s, #0x1f\n" + "uzp1 v28.16b, v28.16b, v28.16b\n" + "and v17.16b, v26.16b, v7.16b\n" + "sqadd v27.4s, v27.4s, v16.4s\n" + "sshl v25.4s, v25.4s, v9.4s\n" + "sshr v17.4s, v17.4s, #0x1f\n" + "sqrdmulh v25.4s, v25.4s, v8.4s\n" + "srshl v27.4s, v27.4s, v7.4s\n" + "sqadd v26.4s, v26.4s, v17.4s\n" + "sshl v24.4s, v24.4s, v9.4s\n" + "and v16.16b, v25.16b, v7.16b\n" + "add v27.4s, v27.4s, v10.4s\n" + "srshl v26.4s, v26.4s, v7.4s\n" + "sshr v16.4s, v16.4s, #0x1f\n" + "smin v27.4s, v27.4s, v13.4s\n" + "sqrdmulh v24.4s, v24.4s, v8.4s\n" + "add v26.4s, v26.4s, v10.4s\n" + "smax v27.4s, v27.4s, v14.4s\n" + "sqadd v25.4s, v25.4s, v16.4s\n" + "smin v26.4s, v26.4s, v13.4s\n" + "uzp1 v27.16b, v27.16b, v27.16b\n" + "and v17.16b, v24.16b, v7.16b\n" + "uzp1 v27.16b, v27.16b, v27.16b\n" + "smax v26.4s, v26.4s, v14.4s\n" + "srshl v25.4s, v25.4s, v7.4s\n" + "sshr v17.4s, v17.4s, #0x1f\n" + "uzp1 v26.16b, v26.16b, v26.16b\n" + "sshl v23.4s, v23.4s, v9.4s\n" + "uzp1 v26.16b, v26.16b, v26.16b\n" + "add v25.4s, v25.4s, v10.4s\n" + "sqadd v24.4s, v24.4s, v17.4s\n" + "sqrdmulh v23.4s, v23.4s, v8.4s\n" + "smin v25.4s, v25.4s, v13.4s\n" + "sshl v22.4s, v22.4s, v9.4s\n" + "srshl v24.4s, v24.4s, v7.4s\n" + "smax v25.4s, v25.4s, v14.4s\n" + "and v16.16b, v23.16b, v7.16b\n" + "sqrdmulh v22.4s, v22.4s, v8.4s\n" + "uzp1 v25.16b, v25.16b, v25.16b\n" + "add v24.4s, v24.4s, v10.4s\n" + "uzp1 v25.16b, v25.16b, v25.16b\n" + "sshr v16.4s, v16.4s, #0x1f\n" + "smin v24.4s, v24.4s, v13.4s\n" + "and v17.16b, v22.16b, v7.16b\n" + "sqadd v23.4s, v23.4s, v16.4s\n" + "smax v24.4s, v24.4s, v14.4s\n" + "sshr v17.4s, v17.4s, #0x1f\n" + "sshl v21.4s, v21.4s, v9.4s\n" + "uzp1 v24.16b, v24.16b, v24.16b\n" + "srshl v23.4s, v23.4s, v7.4s\n" + "uzp1 v24.16b, v24.16b, v24.16b\n" + "sqadd v22.4s, v22.4s, v17.4s\n" + "sqrdmulh v21.4s, v21.4s, v8.4s\n" + "add v23.4s, v23.4s, v10.4s\n" + "sshl v20.4s, v20.4s, v9.4s\n" + "srshl v22.4s, v22.4s, v7.4s\n" + "smin v23.4s, v23.4s, v13.4s\n" + "and v16.16b, v21.16b, v7.16b\n" + "sqrdmulh v20.4s, v20.4s, v8.4s\n" + "smax v23.4s, v23.4s, v14.4s\n" + "add v22.4s, v22.4s, v10.4s\n" + "sshr v16.4s, v16.4s, #0x1f\n" + "uzp1 v23.16b, v23.16b, v23.16b\n" + "smin v22.4s, v22.4s, v13.4s\n" + "uzp1 v23.16b, v23.16b, v23.16b\n" + "sqadd v21.4s, v21.4s, v16.4s\n" + "smax v22.4s, v22.4s, v14.4s\n" + "and v16.16b, v20.16b, v7.16b\n" + "sshl v19.4s, v19.4s, v9.4s\n" + "uzp1 v22.16b, v22.16b, v22.16b\n" + "srshl v21.4s, v21.4s, v7.4s\n" + "uzp1 v22.16b, v22.16b, v22.16b\n" + "sshr v16.4s, v16.4s, #0x1f\n" + "sqrdmulh v19.4s, v19.4s, v8.4s\n" + "add v21.4s, v21.4s, v10.4s\n" + "sqadd v20.4s, v20.4s, v16.4s\n" + "smin v21.4s, v21.4s, v13.4s\n" + "and v16.16b, v19.16b, v7.16b\n" + "srshl v20.4s, v20.4s, v7.4s\n" + "smax v21.4s, v21.4s, v14.4s\n" + "sshr v16.4s, v16.4s, #0x1f\n" + "uzp1 v21.16b, v21.16b, v21.16b\n" + "add v20.4s, v20.4s, v10.4s\n" + "sqadd v19.4s, v19.4s, v16.4s\n" + "uzp1 v21.16b, v21.16b, v21.16b\n" + "smin v20.4s, v20.4s, v13.4s\n" + "srshl v19.4s, v19.4s, v7.4s\n" + "smax v20.4s, v20.4s, v14.4s\n" + "uzp1 v20.16b, v20.16b, v20.16b\n" + "add v19.4s, v19.4s, v10.4s\n" + "uzp1 v20.16b, v20.16b, v20.16b\n" + "smin v19.4s, v19.4s, v13.4s\n" + "smax v19.4s, v19.4s, v14.4s\n" + "uzp1 v19.16b, v19.16b, v19.16b\n" + "uzp1 v19.16b, v19.16b, v19.16b\n" + "tbz %x[n_output_channels], #1, 24f\n" + "ldr x19, [%x[outptrs], #0x0]\n" + "ldr x20, [%x[outptrs], #0x8]\n" + "add x19, x19, x9\n" + "ldr x21, [%x[outptrs], #0x10]\n" + "ldr x22, [%x[outptrs], #0x18]\n" + "add x20, x20, x9\n" + "st1 { v6.h }[0], [x19]\n" + "add x21, x21, x9\n" + "st1 { v5.h }[0], [x20]\n" + "ldr x23, [%x[outptrs], #0x20]\n" + "add x22, x22, x9\n" + "st1 { v4.h }[0], [x21]\n" + "add x23, x23, x9\n" + "st1 { v31.h }[0], [x22]\n" + "ldr x24, [%x[outptrs], #0x28]\n" + "add x24, x24, x9\n" + "st1 { v30.h }[0], [x23]\n" + "ldr x25, [%x[outptrs], #0x30]\n" + "add x25, x25, x9\n" + "st1 { v29.h }[0], [x24]\n" + "ldr x26, [%x[outptrs], #0x38]\n" + "add x26, x26, x9\n" + "st1 { v28.h }[0], [x25]\n" + "ldr x19, [%x[outptrs], #0x40]\n" + "add x19, x19, x9\n" + "st1 { v27.h }[0], [x26]\n" + "ldr x20, [%x[outptrs], #0x48]\n" + "add x20, x20, x9\n" + "st1 { v26.h }[0], [x19]\n" + "ldr x21, [%x[outptrs], #0x50]\n" + "add x21, x21, x9\n" + "st1 { v25.h }[0], [x20]\n" + "ldr x22, [%x[outptrs], #0x58]\n" + "add x22, x22, x9\n" + "st1 { v24.h }[0], [x21]\n" + "ldr x23, [%x[outptrs], #0x60]\n" + "add x23, x23, x9\n" + "st1 { v23.h }[0], [x22]\n" + "ldr x24, [%x[outptrs], #0x68]\n" + "add x24, x24, x9\n" + "st1 { v22.h }[0], [x23]\n" + "ldr x25, [%x[outptrs], #0x70]\n" + "add x25, x25, x9\n" + "st1 { v21.h }[0], [x24]\n" + "ldr x26, [%x[outptrs], #0x78]\n" + "add x26, x26, x9\n" + "st1 { v20.h }[0], [x25]\n" + "add x9, x9, #0x2\n" + "st1 { v19.h }[0], [x26]\n" + "tbz %x[n_output_channels], #0, 25f\n" + "ldr x19, [%x[outptrs], #0x0]\n" + "ldr x20, [%x[outptrs], #0x8]\n" + "add x19, x19, x9\n" + "ldr x21, [%x[outptrs], #0x10]\n" + "ldr x22, [%x[outptrs], #0x18]\n" + "add x20, x20, x9\n" + "st1 { v6.b }[2], [x19]\n" + "add x21, x21, x9\n" + "st1 { v5.b }[2], [x20]\n" + "ldr x23, [%x[outptrs], #0x20]\n" + "add x22, x22, x9\n" + "st1 { v4.b }[2], [x21]\n" + "add x23, x23, x9\n" + "st1 { v31.b }[2], [x22]\n" + "ldr x24, [%x[outptrs], #0x28]\n" + "add x24, x24, x9\n" + "st1 { v30.b }[2], [x23]\n" + "ldr x25, [%x[outptrs], #0x30]\n" + "add x25, x25, x9\n" + "st1 { v29.b }[2], [x24]\n" + "ldr x26, [%x[outptrs], #0x38]\n" + "add x26, x26, x9\n" + "st1 { v28.b }[2], [x25]\n" + "ldr x19, [%x[outptrs], #0x40]\n" + "add x19, x19, x9\n" + "st1 { v27.b }[2], [x26]\n" + "ldr x20, [%x[outptrs], #0x48]\n" + "add x20, x20, x9\n" + "st1 { v26.b }[2], [x19]\n" + "ldr x21, [%x[outptrs], #0x50]\n" + "add x21, x21, x9\n" + "st1 { v25.b }[2], [x20]\n" + "ldr x22, [%x[outptrs], #0x58]\n" + "add x22, x22, x9\n" + "st1 { v24.b }[2], [x21]\n" + "ldr x23, [%x[outptrs], #0x60]\n" + "add x23, x23, x9\n" + "st1 { v23.b }[2], [x22]\n" + "ldr x24, [%x[outptrs], #0x68]\n" + "add x24, x24, x9\n" + "st1 { v22.b }[2], [x23]\n" + "ldr x25, [%x[outptrs], #0x70]\n" + "add x25, x25, x9\n" + "st1 { v21.b }[2], [x24]\n" + "ldr x26, [%x[outptrs], #0x78]\n" + "add x26, x26, x9\n" + "st1 { v20.b }[2], [x25]\n" + "st1 { v19.b }[2], [x26]\n" + "b 25f\n" + "24:" // Output channel oddments: Done: Store: Bit 1: Unset + "tbz %x[n_output_channels], #0, 25f\n" + "ldr x19, [%x[outptrs], #0x0]\n" + "ldr x20, [%x[outptrs], #0x8]\n" + "add x19, x19, x9\n" + "ldr x21, [%x[outptrs], #0x10]\n" + "ldr x22, [%x[outptrs], #0x18]\n" + "add x20, x20, x9\n" + "st1 { v6.b }[0], [x19]\n" + "add x21, x21, x9\n" + "st1 { v5.b }[0], [x20]\n" + "ldr x23, [%x[outptrs], #0x20]\n" + "add x22, x22, x9\n" + "st1 { v4.b }[0], [x21]\n" + "add x23, x23, x9\n" + "st1 { v31.b }[0], [x22]\n" + "ldr x24, [%x[outptrs], #0x28]\n" + "add x24, x24, x9\n" + "st1 { v30.b }[0], [x23]\n" + "ldr x25, [%x[outptrs], #0x30]\n" + "add x25, x25, x9\n" + "st1 { v29.b }[0], [x24]\n" + "ldr x26, [%x[outptrs], #0x38]\n" + "add x26, x26, x9\n" + "st1 { v28.b }[0], [x25]\n" + "ldr x19, [%x[outptrs], #0x40]\n" + "add x19, x19, x9\n" + "st1 { v27.b }[0], [x26]\n" + "ldr x20, [%x[outptrs], #0x48]\n" + "add x20, x20, x9\n" + "st1 { v26.b }[0], [x19]\n" + "ldr x21, [%x[outptrs], #0x50]\n" + "add x21, x21, x9\n" + "st1 { v25.b }[0], [x20]\n" + "ldr x22, [%x[outptrs], #0x58]\n" + "add x22, x22, x9\n" + "st1 { v24.b }[0], [x21]\n" + "ldr x23, [%x[outptrs], #0x60]\n" + "add x23, x23, x9\n" + "st1 { v23.b }[0], [x22]\n" + "ldr x24, [%x[outptrs], #0x68]\n" + "add x24, x24, x9\n" + "st1 { v22.b }[0], [x23]\n" + "ldr x25, [%x[outptrs], #0x70]\n" + "add x25, x25, x9\n" + "st1 { v21.b }[0], [x24]\n" + "ldr x26, [%x[outptrs], #0x78]\n" + "add x26, x26, x9\n" + "st1 { v20.b }[0], [x25]\n" + "st1 { v19.b }[0], [x26]\n" + "25:" // Output channel oddments: Done: Store: Bit 1: End + + "26:" // Done + + : [weights] "+&r" (weights) + : [bias] "r" (bias), [inptrs] "r" (inptrs), [kernel_points] "r" ((uint64_t) kernel_points), [n_output_channels] "r" ((uint64_t) n_output_channels), [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)), [offsetof_Requantize32_per_layer_left_shift] "I" (offsetof(arm_gemm::Requantize32, per_layer_left_shift)), [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)), [outptrs] "r" (outptrs), [qp] "r" (&qp), [rq_left_shift_ptr] "r" (per_channel_left_shifts), [rq_mul_ptr] "r" (per_channel_muls), [rq_right_shift_ptr] "r" (per_channel_right_shifts) + : "cc", "memory", "v0", "v1", "v2", "v3", "v4", "v5", "v6", "v7", "v8", "v9", "v10", "v11", "v12", "v13", "v14", "v16", "v17", "v18", "v19", "v20", "v21", "v22", "v23", "v24", "v25", "v26", "v27", "v28", "v29", "v30", "v31", "x9", "x19", "x20", "x21", "x22", "x23", "x24", "x25", "x26", "x27", "x28" + ); +} + +} // namespace depthwise +} // namespace arm_conv -- cgit v1.2.1