kai/ukernels/matmul/pack/kai_rhs_pack_nxk_f32p2vlx1biasf32_f32_f32_sme.c

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	Coverage	Exec / Excl / Total
Lines:	94.4%	34 / 13 / 49
Functions:	87.5%	7 / 0 / 8
Branches:	100.0%	6 / 26 / 32

    kai/ukernels/matmul/pack/kai_rhs_pack_nxk_f32p2vlx1biasf32_f32_f32_sme.c
    
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        //
      
        // SPDX-FileCopyrightText: Copyright 2024-2025 Arm Limited and/or its affiliates <open-source-office@arm.com>
      
        //
      
        // SPDX-License-Identifier: Apache-2.0
      
        //
      
        #if (!defined(__aarch64__) || !defined(__ARM_FEATURE_SVE2)) && !defined(_M_ARM64)
      
        #error This file must be compiled for AArch64, FEAT_SVE2.
      
        #else  // Architectural features check.
      
        #include "kai_rhs_pack_nxk_f32p2vlx1biasf32_f32_f32_sme.h"
      
        #include <stddef.h>
      
        #include <stdint.h>
      
        #include "kai/kai_common.h"
      
        enum {
      
            NR = 2,
      
            KR = 1,
      
            SR = 1,
      
            NUM_BYTES_DATA = 4,
      
            NUM_BYTES_BIAS = 4,
      
            MAX_BLOCK_HEIGHT = (NR * (KAI_SME_VEC_LENGTH_MAX_BYTES / NUM_BYTES_DATA) / KR),
      
        };
      
        void kai_kernel_rhs_pack_nxk_f32p2vlx1biasf32_f32_f32_sme(
      
            size_t height, size_t width, const void* in, void* out, const void* bias);
      
        648
        static size_t get_block_height(void) {
      
        648
            const size_t block_height = NR * kai_get_sme_vector_length_u32() / KR;
      
        1296
            return block_height;
      
        648
        }
      
        108
        size_t kai_get_n_step_rhs_pack_nxk_f32p2vlx1biasf32_f32_f32_sme(void) {
      
        108
            return get_block_height();
      
        }
      
        108
        size_t kai_get_rhs_offset_rhs_pack_nxk_f32p2vlx1biasf32_f32_f32_sme(size_t n_idx, size_t rhs_stride) {
      
        −
            KAI_ASSUME(n_idx % get_block_height() == 0);
      
        108
            return n_idx * rhs_stride;
      
        }
      
        ✗
        size_t kai_get_bias_offset_rhs_pack_nxk_f32p2vlx1biasf32_f32_f32_sme(size_t n_idx) {
      
        −
            KAI_ASSUME(n_idx % get_block_height() == 0);
      
        ✗
            return n_idx * NUM_BYTES_BIAS;
      
        }
      
        216
        size_t kai_get_rhs_packed_stride_rhs_pack_nxk_f32p2vlx1biasf32_f32_f32_sme(size_t k) {
      
        216
            return NUM_BYTES_BIAS + kai_roundup(k, KR) * NUM_BYTES_DATA;
      
        }
      
        108
        size_t kai_get_rhs_packed_offset_rhs_pack_nxk_f32p2vlx1biasf32_f32_f32_sme(size_t n_idx, size_t k) {
      
        −
            KAI_ASSUME(n_idx % get_block_height() == 0);
      
        108
            return n_idx * kai_get_rhs_packed_stride_rhs_pack_nxk_f32p2vlx1biasf32_f32_f32_sme(k);
      
        }
      
        108
        size_t kai_get_rhs_packed_size_rhs_pack_nxk_f32p2vlx1biasf32_f32_f32_sme(size_t n, size_t k) {
      
        108
            return kai_roundup(n, get_block_height()) * kai_get_rhs_packed_stride_rhs_pack_nxk_f32p2vlx1biasf32_f32_f32_sme(k);
      
        }
      
        108
        void kai_run_rhs_pack_nxk_f32p2vlx1biasf32_f32_f32_sme(
      
            size_t num_groups, size_t n, size_t k, size_t nr, size_t kr, size_t sr, size_t rhs_stride, const void* rhs,
      
            const void* bias, const void* scale, void* rhs_packed, size_t extra_bytes, const void* params) {
      
        −
            KAI_ASSUME(num_groups == 1);
      
        −
            KAI_ASSUME(nr == get_block_height());
      
        −
            KAI_ASSUME(kr == KR);
      
        −
            KAI_ASSUME(sr == SR);
      
        −
            KAI_ASSUME(rhs != NULL);
      
        −
            KAI_ASSUME(bias != NULL);
      
        −
            KAI_ASSUME(scale == NULL);
      
        −
            KAI_ASSUME(rhs_packed != NULL);
      
        −
            KAI_ASSUME(extra_bytes == 0);
      
        −
            KAI_ASSUME(params == NULL);
      
        108
            const size_t block_height = get_block_height();
      
        108
            const size_t width = k;
      
        108
            const uint8_t* in[MAX_BLOCK_HEIGHT];
      
        108
            uint8_t* rhs_packed_ptr = rhs_packed;
      
        108
            const uint8_t* rhs_ptr = rhs;
      
        108
            const uint8_t* bias_ptr = bias;
      
        108
            kai_commit_za();
      
          2/2✓ Branch 0 taken 108 times.
✓ Branch 1 taken 132 times.

        240
            for (size_t block_y = 0; block_y < n; block_y += block_height) {
      
          2/2✓ Branch 0 taken 78 times.
✓ Branch 1 taken 54 times.

        132
                const size_t height = KAI_MIN(n - block_y, block_height);
      
        132
                uint8_t* out = rhs_packed_ptr + block_y * (NUM_BYTES_BIAS + kai_roundup(k, KR) * NUM_BYTES_DATA);
      
          2/2✓ Branch 0 taken 2682 times.
✓ Branch 1 taken 132 times.

        2814
                for (size_t y = 0; y < height; y++) {
      
        2682
                    in[y] = rhs_ptr + (block_y + y) * rhs_stride;
      
        2682
                }
      
        132
                kai_kernel_rhs_pack_nxk_f32p2vlx1biasf32_f32_f32_sme(
      
        132
                    height, width, in, out, bias);  // NOLINT(bugprone-multi-level-implicit-pointer-conversion)
      
        132
                bias_ptr += height * NUM_BYTES_BIAS;
      
        132
                bias = bias_ptr;
      
        132
            }
      
        108
        }
      
        #endif  // Architectural features check.

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1			//
2			// SPDX-FileCopyrightText: Copyright 2024-2025 Arm Limited and/or its affiliates <open-source-office@arm.com>
3			//
4			// SPDX-License-Identifier: Apache-2.0
5			//
6
7			#if (!defined(__aarch64__) \|\| !defined(__ARM_FEATURE_SVE2)) && !defined(_M_ARM64)
8			#error This file must be compiled for AArch64, FEAT_SVE2.
9			#else // Architectural features check.
10
11			#include "kai_rhs_pack_nxk_f32p2vlx1biasf32_f32_f32_sme.h"
12
13			#include <stddef.h>
14			#include <stdint.h>
15
16			#include "kai/kai_common.h"
17
18			enum {
19			NR = 2,
20			KR = 1,
21			SR = 1,
22			NUM_BYTES_DATA = 4,
23			NUM_BYTES_BIAS = 4,
24			MAX_BLOCK_HEIGHT = (NR * (KAI_SME_VEC_LENGTH_MAX_BYTES / NUM_BYTES_DATA) / KR),
25			};
26
27			void kai_kernel_rhs_pack_nxk_f32p2vlx1biasf32_f32_f32_sme(
28			size_t height, size_t width, const void* in, void* out, const void* bias);
29
30		648	static size_t get_block_height(void) {
31		648	const size_t block_height = NR * kai_get_sme_vector_length_u32() / KR;
32		1296	return block_height;
33		648	}
34
35		108	size_t kai_get_n_step_rhs_pack_nxk_f32p2vlx1biasf32_f32_f32_sme(void) {
36		108	return get_block_height();
37			}
38
39		108	size_t kai_get_rhs_offset_rhs_pack_nxk_f32p2vlx1biasf32_f32_f32_sme(size_t n_idx, size_t rhs_stride) {
40		−	KAI_ASSUME(n_idx % get_block_height() == 0);
41
42		108	return n_idx * rhs_stride;
43			}
44
45		✗	size_t kai_get_bias_offset_rhs_pack_nxk_f32p2vlx1biasf32_f32_f32_sme(size_t n_idx) {
46		−	KAI_ASSUME(n_idx % get_block_height() == 0);
47
48		✗	return n_idx * NUM_BYTES_BIAS;
49			}
50
51		216	size_t kai_get_rhs_packed_stride_rhs_pack_nxk_f32p2vlx1biasf32_f32_f32_sme(size_t k) {
52		216	return NUM_BYTES_BIAS + kai_roundup(k, KR) * NUM_BYTES_DATA;
53			}
54
55		108	size_t kai_get_rhs_packed_offset_rhs_pack_nxk_f32p2vlx1biasf32_f32_f32_sme(size_t n_idx, size_t k) {
56		−	KAI_ASSUME(n_idx % get_block_height() == 0);
57
58		108	return n_idx * kai_get_rhs_packed_stride_rhs_pack_nxk_f32p2vlx1biasf32_f32_f32_sme(k);
59			}
60
61		108	size_t kai_get_rhs_packed_size_rhs_pack_nxk_f32p2vlx1biasf32_f32_f32_sme(size_t n, size_t k) {
62		108	return kai_roundup(n, get_block_height()) * kai_get_rhs_packed_stride_rhs_pack_nxk_f32p2vlx1biasf32_f32_f32_sme(k);
63			}
64
65		108	void kai_run_rhs_pack_nxk_f32p2vlx1biasf32_f32_f32_sme(
66			size_t num_groups, size_t n, size_t k, size_t nr, size_t kr, size_t sr, size_t rhs_stride, const void* rhs,
67			const void* bias, const void* scale, void* rhs_packed, size_t extra_bytes, const void* params) {
68		−	KAI_ASSUME(num_groups == 1);
69		−	KAI_ASSUME(nr == get_block_height());
70		−	KAI_ASSUME(kr == KR);
71		−	KAI_ASSUME(sr == SR);
72		−	KAI_ASSUME(rhs != NULL);
73		−	KAI_ASSUME(bias != NULL);
74		−	KAI_ASSUME(scale == NULL);
75		−	KAI_ASSUME(rhs_packed != NULL);
76		−	KAI_ASSUME(extra_bytes == 0);
77		−	KAI_ASSUME(params == NULL);
78
79		108	const size_t block_height = get_block_height();
80		108	const size_t width = k;
81
82		108	const uint8_t* in[MAX_BLOCK_HEIGHT];
83		108	uint8_t* rhs_packed_ptr = rhs_packed;
84		108	const uint8_t* rhs_ptr = rhs;
85		108	const uint8_t* bias_ptr = bias;
86
87		108	kai_commit_za();
88
89	2/2 ✓ Branch 0 taken 108 times. ✓ Branch 1 taken 132 times.	240	for (size_t block_y = 0; block_y < n; block_y += block_height) {
90	2/2 ✓ Branch 0 taken 78 times. ✓ Branch 1 taken 54 times.	132	const size_t height = KAI_MIN(n - block_y, block_height);
91		132	uint8_t* out = rhs_packed_ptr + block_y * (NUM_BYTES_BIAS + kai_roundup(k, KR) * NUM_BYTES_DATA);
92
93	2/2 ✓ Branch 0 taken 2682 times. ✓ Branch 1 taken 132 times.	2814	for (size_t y = 0; y < height; y++) {
94		2682	in[y] = rhs_ptr + (block_y + y) * rhs_stride;
95		2682	}
96
97		132	kai_kernel_rhs_pack_nxk_f32p2vlx1biasf32_f32_f32_sme(
98		132	height, width, in, out, bias); // NOLINT(bugprone-multi-level-implicit-pointer-conversion)
99
100		132	bias_ptr += height * NUM_BYTES_BIAS;
101		132	bias = bias_ptr;
102		132	}
103		108	}
104
105			#endif // Architectural features check.
106

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