#include "sn_target.h" /* clang-format off */ #if SN_IS_ARCH(SN_ARCH_X86_64) // #include "sn_intrinsic.h" #include "sn_template.fma.x86.h" #include "sn_intrinsic.std.h" #include "sn_intrinsic.context.x86.h" #define _FMA_SELECT(i) _MM_SHUFFLE(i, i, i, i) #define GET_INDEX(col_len, x, y) (col_len * x + y) // float SN_MK_PROC_DECL_STD(float, sse, , fma) { __mk_param_std(TILE, LEFT_RIGHT_ANS, float); SN_MAT_KERNEL_LOCAL *restrict ans_cur = ans + GET_INDEX(common_y, x, y); // GetKernelAddressUnsafe register __m128 c0 = _mm_load_ps((float *)&ans_cur->x[0]); register __m128 c1 = _mm_load_ps((float *)&ans_cur->x[1]); register __m128 c2 = _mm_load_ps((float *)&ans_cur->x[2]); register __m128 c3 = _mm_load_ps((float *)&ans_cur->x[3]); register __m128 bcol; for (size_t z = 0; z < common_z; z++) { SN_MAT_KERNEL_LOCAL const *right_cur = right + GET_INDEX(common_z, x, z); SN_MAT_KERNEL_LOCAL const *left_cur = left + GET_INDEX(common_y, z, y); const __m128 a0 = _mm_load_ps((float *)&left_cur->x[0]); const __m128 a1 = _mm_load_ps((float *)&left_cur->x[1]); const __m128 a2 = _mm_load_ps((float *)&left_cur->x[2]); const __m128 a3 = _mm_load_ps((float *)&left_cur->x[3]); /* Column 0 */ bcol = _mm_load_ps((float *)&right_cur->x[0]); c0 = _mm_add_ps(c0, _mm_mul_ps(a0, _mm_shuffle_ps(bcol, bcol, _FMA_SELECT(0)))); c0 = _mm_add_ps(c0, _mm_mul_ps(a1, _mm_shuffle_ps(bcol, bcol, _FMA_SELECT(1)))); c0 = _mm_add_ps(c0, _mm_mul_ps(a2, _mm_shuffle_ps(bcol, bcol, _FMA_SELECT(2)))); c0 = _mm_add_ps(c0, _mm_mul_ps(a3, _mm_shuffle_ps(bcol, bcol, _FMA_SELECT(3)))); /* Column 1 */ bcol = _mm_load_ps((float *)&right_cur->x[1]); c1 = _mm_add_ps(c1, _mm_mul_ps(a0, _mm_shuffle_ps(bcol, bcol, _FMA_SELECT(0)))); c1 = _mm_add_ps(c1, _mm_mul_ps(a1, _mm_shuffle_ps(bcol, bcol, _FMA_SELECT(1)))); c1 = _mm_add_ps(c1, _mm_mul_ps(a2, _mm_shuffle_ps(bcol, bcol, _FMA_SELECT(2)))); c1 = _mm_add_ps(c1, _mm_mul_ps(a3, _mm_shuffle_ps(bcol, bcol, _FMA_SELECT(3)))); /* Column 2 */ bcol = _mm_load_ps((float *)&right_cur->x[2]); c2 = _mm_add_ps(c2, _mm_mul_ps(a0, _mm_shuffle_ps(bcol, bcol, _FMA_SELECT(0)))); c2 = _mm_add_ps(c2, _mm_mul_ps(a1, _mm_shuffle_ps(bcol, bcol, _FMA_SELECT(1)))); c2 = _mm_add_ps(c2, _mm_mul_ps(a2, _mm_shuffle_ps(bcol, bcol, _FMA_SELECT(2)))); c2 = _mm_add_ps(c2, _mm_mul_ps(a3, _mm_shuffle_ps(bcol, bcol, _FMA_SELECT(3)))); /* Column 3 */ bcol = _mm_load_ps((float *)&right_cur->x[3]); c3 = _mm_add_ps(c3, _mm_mul_ps(a0, _mm_shuffle_ps(bcol, bcol, _FMA_SELECT(0)))); c3 = _mm_add_ps(c3, _mm_mul_ps(a1, _mm_shuffle_ps(bcol, bcol, _FMA_SELECT(1)))); c3 = _mm_add_ps(c3, _mm_mul_ps(a2, _mm_shuffle_ps(bcol, bcol, _FMA_SELECT(2)))); c3 = _mm_add_ps(c3, _mm_mul_ps(a3, _mm_shuffle_ps(bcol, bcol, _FMA_SELECT(3)))); } _mm_store_ps((float *)&ans_cur->x[0], c0); _mm_store_ps((float *)&ans_cur->x[1], c1); _mm_store_ps((float *)&ans_cur->x[2], c2); _mm_store_ps((float *)&ans_cur->x[3], c3); } SN_MK_PROC_DECL_STD(float, avx, , fma) { __mk_param_std(TILE, LEFT_RIGHT_ANS, float); SN_MAT_KERNEL_LOCAL *restrict ans_cur = ans + GET_INDEX(common_y, x, y); // GetKernelAddressUnsafe register __m256 c01 = _mm256_load_ps((float *)&ans_cur->y[0]); register __m256 c23 = _mm256_load_ps((float *)&ans_cur->y[1]); for (size_t z = 0; z < common_z; z++) { SN_MAT_KERNEL_LOCAL const *right_cur = right + GET_INDEX(common_z, x, z); SN_MAT_KERNEL_LOCAL const *left_cur = left + GET_INDEX(common_y, z, y); register __m256 b01 = _mm256_load_ps((float *)&right_cur->y[0]); register __m256 b23 = _mm256_load_ps((float *)&right_cur->y[1]); register __m256 a0 = _mm256_broadcast_ps(&left_cur->x[0]); c01 = _mm256_add_ps(_mm256_mul_ps(a0, b01), c01); c23 = _mm256_add_ps(_mm256_mul_ps(a0, b23), c23); register __m256 a1 = _mm256_broadcast_ps(&left_cur->x[1]); c01 = _mm256_add_ps(_mm256_mul_ps(a1, b01), c01); c23 = _mm256_add_ps(_mm256_mul_ps(a1, b23), c23); register __m256 a2 = _mm256_broadcast_ps(&left_cur->x[2]); c01 = _mm256_add_ps(_mm256_mul_ps(a2, b01), c01); c23 = _mm256_add_ps(_mm256_mul_ps(a2, b23), c23); register __m256 a3 = _mm256_broadcast_ps(&left_cur->x[3]); c01 = _mm256_add_ps(_mm256_mul_ps(a3, b01), c01); c23 = _mm256_add_ps(_mm256_mul_ps(a3, b23), c23); } _mm256_store_ps((float *)&ans_cur->y[0], c01); _mm256_store_ps((float *)&ans_cur->y[1], c23); } SN_MK_PROC_DECL_STD(float, avx, _fma, fma) { __mk_param_std(TILE, LEFT_RIGHT_ANS, float); SN_MAT_KERNEL_LOCAL *restrict ans_cur = ans + GET_INDEX(common_y, x, y); register __m256 c0 = _mm256_setzero_ps(); register __m256 c1 = _mm256_setzero_ps(); register __m256 c2 = _mm256_setzero_ps(); register __m256 c3 = _mm256_setzero_ps(); for (size_t z = 0; z < common_z; z+=2) { const SN_MAT_KERNEL_LOCAL *a_base = left + z; const SN_MAT_KERNEL_LOCAL *b_base = right + z; register __m256 b0 = _mm256_load_ps((float *)&b_base[0].z[0]); register __m256 b1 = _mm256_load_ps((float *)&b_base[1].z[0]); register __m256 b2 = _mm256_load_ps((float *)&b_base[2].z[0]); register __m256 b3 = _mm256_load_ps((float *)&b_base[3].z[0]); register __m256 a0 = _mm256_load_ps((float *)&a_base[0].z[0]); register __m256 a1 = _mm256_load_ps((float *)&a_base[1].z[0]); register __m256 a2 = _mm256_load_ps((float *)&a_base[2].z[0]); register __m256 a3 = _mm256_load_ps((float *)&a_base[3].z[0]); SN_MK_FMA_F32_AVX2_CYCLE(0); SN_MK_FMA_F32_AVX2_CYCLE(1); SN_MK_FMA_F32_AVX2_CYCLE(2); SN_MK_FMA_F32_AVX2_CYCLE(3); } SN_FMA_AVX2_PACK_COLUMN(c0, (float*)&(ans_cur->x[0])); SN_FMA_AVX2_PACK_COLUMN(c1, (float*)&(ans_cur->x[1])); SN_FMA_AVX2_PACK_COLUMN(c2, (float*)&(ans_cur->x[2])); SN_FMA_AVX2_PACK_COLUMN(c3, (float*)&(ans_cur->x[3])); } SN_MK_PROC_DECL_STD(float, 512, , fma) { __mk_param_std(TILE, LEFT_RIGHT_ANS, float); SN_MAT_KERNEL_LOCAL *restrict ans_cur = ans + GET_INDEX(common_y, x, y); register __m512 c0 = _mm512_setzero_ps(); register __m512 c1 = _mm512_setzero_ps(); register __m512 c2 = _mm512_setzero_ps(); register __m512 c3 = _mm512_setzero_ps(); for (size_t z = 0; z < common_z; z+=4) { const SN_MAT_KERNEL_LOCAL *a_base = left + z; const SN_MAT_KERNEL_LOCAL *b_base = right + z; register __m512 b0 = _mm512_load_ps((float *)&b_base[0].z[0]); register __m512 b1 = _mm512_load_ps((float *)&b_base[1].z[0]); register __m512 b2 = _mm512_load_ps((float *)&b_base[2].z[0]); register __m512 b3 = _mm512_load_ps((float *)&b_base[3].z[0]); register __m512 a0 = _mm512_load_ps((float *)&a_base[0].z[0]); register __m512 a1 = _mm512_load_ps((float *)&a_base[1].z[0]); register __m512 a2 = _mm512_load_ps((float *)&a_base[2].z[0]); register __m512 a3 = _mm512_load_ps((float *)&a_base[3].z[0]); SN_MK_FMA_F32_512_CYCLE(0); SN_MK_FMA_F32_512_CYCLE(1); SN_MK_FMA_F32_512_CYCLE(2); SN_MK_FMA_F32_512_CYCLE(3); } SN_FMA_512_PACK_COLUMN(c0, (float*)&(ans_cur->x[0])); SN_FMA_512_PACK_COLUMN(c1, (float*)&(ans_cur->x[1])); SN_FMA_512_PACK_COLUMN(c2, (float*)&(ans_cur->x[2])); SN_FMA_512_PACK_COLUMN(c3, (float*)&(ans_cur->x[3])); } SN_MK_PROC_DECL_STD(double, sse, , fma) { __mk_param_std(TILE, LEFT_RIGHT_ANS, double); SN_MAT_KERNEL_LOCAL *restrict ans_cur = ans + GET_INDEX(common_y, x, y); // GetKernelAddressUnsafe register __m128d c0_lo = ans_cur->x[0]; register __m128d c0_hi = ans_cur->x[1]; register __m128d c1_lo = ans_cur->x[2]; register __m128d c1_hi = ans_cur->x[3]; register __m128d c2_lo = ans_cur->x[4]; register __m128d c2_hi = ans_cur->x[5]; register __m128d c3_lo = ans_cur->x[6]; register __m128d c3_hi = ans_cur->x[7]; for (size_t z = 0; z < common_z; z++) { SN_MAT_KERNEL_LOCAL const *right_cur = right + GET_INDEX(common_z, x, z); SN_MAT_KERNEL_LOCAL const *left_cur = left + GET_INDEX(common_y, z, y); const double *right_values = &right_cur->m[0][0]; const double *left_values = &left_cur->m[0][0]; SN_MK_FMA_F64_SSE_PHASE(0); SN_MK_FMA_F64_SSE_PHASE(1); SN_MK_FMA_F64_SSE_PHASE(2); SN_MK_FMA_F64_SSE_PHASE(3); } ans_cur->x[0] = c0_lo; ans_cur->x[1] = c0_hi; ans_cur->x[2] = c1_lo; ans_cur->x[3] = c1_hi; ans_cur->x[4] = c2_lo; ans_cur->x[5] = c2_hi; ans_cur->x[6] = c3_lo; ans_cur->x[7] = c3_hi; } SN_MK_PROC_DECL_STD(double, avx, , fma) { __mk_param_std(TILE, LEFT_RIGHT_ANS, double); SN_MAT_KERNEL_LOCAL *restrict ans_cur = ans + GET_INDEX(common_y, x, y); // tKernelAddressUnsafe register __m256d c0 = _mm256_load_pd((double *)&ans_cur->y[0]); register __m256d c1 = _mm256_load_pd((double *)&ans_cur->y[1]); register __m256d c2 = _mm256_load_pd((double *)&ans_cur->y[2]); register __m256d c3 = _mm256_load_pd((double *)&ans_cur->y[3]); register __m256d bcol; for (size_t z = 0; z < common_z; z++) { SN_MAT_KERNEL_LOCAL const *right_cur = right + GET_INDEX(common_z, x, z); SN_MAT_KERNEL_LOCAL const *left_cur = left + GET_INDEX(common_y, z, y); const __m256d a0 = _mm256_load_pd((double *)&left_cur->y[0]); const __m256d a1 = _mm256_load_pd((double *)&left_cur->y[1]); const __m256d a2 = _mm256_load_pd((double *)&left_cur->y[2]); const __m256d a3 = _mm256_load_pd((double *)&left_cur->y[3]); /* Column 0 */ bcol = _mm256_load_pd((double *)&right_cur->y[0]); c0 = _mm256_add_pd(c0, _mm256_mul_pd(a0, _mm256_permute4x64_pd(bcol, _FMA_SELECT(0)))); c0 = _mm256_add_pd(c0, _mm256_mul_pd(a1, _mm256_permute4x64_pd(bcol, _FMA_SELECT(1)))); c0 = _mm256_add_pd(c0, _mm256_mul_pd(a2, _mm256_permute4x64_pd(bcol, _FMA_SELECT(2)))); c0 = _mm256_add_pd(c0, _mm256_mul_pd(a3, _mm256_permute4x64_pd(bcol, _FMA_SELECT(3)))); /* Column 1 */ bcol = _mm256_load_pd((double *)&right_cur->y[1]); c1 = _mm256_add_pd(c1, _mm256_mul_pd(a0, _mm256_permute4x64_pd(bcol, _FMA_SELECT(0)))); c1 = _mm256_add_pd(c1, _mm256_mul_pd(a1, _mm256_permute4x64_pd(bcol, _FMA_SELECT(1)))); c1 = _mm256_add_pd(c1, _mm256_mul_pd(a2, _mm256_permute4x64_pd(bcol, _FMA_SELECT(2)))); c1 = _mm256_add_pd(c1, _mm256_mul_pd(a3, _mm256_permute4x64_pd(bcol, _FMA_SELECT(3)))); /* Column 2 */ bcol = _mm256_load_pd((double *)&right_cur->y[2]); c2 = _mm256_add_pd(c2, _mm256_mul_pd(a0, _mm256_permute4x64_pd(bcol, _FMA_SELECT(0)))); c2 = _mm256_add_pd(c2, _mm256_mul_pd(a1, _mm256_permute4x64_pd(bcol, _FMA_SELECT(1)))); c2 = _mm256_add_pd(c2, _mm256_mul_pd(a2, _mm256_permute4x64_pd(bcol, _FMA_SELECT(2)))); c2 = _mm256_add_pd(c2, _mm256_mul_pd(a3, _mm256_permute4x64_pd(bcol, _FMA_SELECT(3)))); /* Column 3 */ bcol = _mm256_load_pd((double *)&right_cur->y[3]); c3 = _mm256_add_pd(c3, _mm256_mul_pd(a0, _mm256_permute4x64_pd(bcol, _FMA_SELECT(0)))); c3 = _mm256_add_pd(c3, _mm256_mul_pd(a1, _mm256_permute4x64_pd(bcol, _FMA_SELECT(1)))); c3 = _mm256_add_pd(c3, _mm256_mul_pd(a2, _mm256_permute4x64_pd(bcol, _FMA_SELECT(2)))); c3 = _mm256_add_pd(c3, _mm256_mul_pd(a3, _mm256_permute4x64_pd(bcol, _FMA_SELECT(3)))); } _mm256_store_pd((double *)&ans_cur->y[0], c0); _mm256_store_pd((double *)&ans_cur->y[1], c1); _mm256_store_pd((double *)&ans_cur->y[2], c2); _mm256_store_pd((double *)&ans_cur->y[3], c3); } SN_MK_PROC_DECL_STD(double, avx, _fma, fma) { __mk_param_std(TILE, LEFT_RIGHT_ANS, double); SN_MAT_KERNEL_LOCAL *restrict ans_cur = ans + GET_INDEX(common_y, x, y); // GetKernelAddressUnsafe register __m256d c0 = _mm256_load_pd((double *)&ans_cur->y[0]); register __m256d c1 = _mm256_load_pd((double *)&ans_cur->y[1]); register __m256d c2 = _mm256_load_pd((double *)&ans_cur->y[2]); register __m256d c3 = _mm256_load_pd((double *)&ans_cur->y[3]); register __m256d bcol; for (size_t z = 0; z < common_z; z++) { SN_MAT_KERNEL_LOCAL const *right_cur = right + GET_INDEX(common_z, x, z); SN_MAT_KERNEL_LOCAL const *left_cur = left + GET_INDEX(common_y, z, y); const __m256d a0 = _mm256_load_pd((double *)&left_cur->y[0]); const __m256d a1 = _mm256_load_pd((double *)&left_cur->y[1]); const __m256d a2 = _mm256_load_pd((double *)&left_cur->y[2]); const __m256d a3 = _mm256_load_pd((double *)&left_cur->y[3]); /* Column 0 */ bcol = _mm256_load_pd((double *)&right_cur->y[0]); c0 = _mm256_fmadd_pd(a0, _mm256_permute4x64_pd(bcol, _FMA_SELECT(0)), c0); c0 = _mm256_fmadd_pd(a1, _mm256_permute4x64_pd(bcol, _FMA_SELECT(1)), c0); c0 = _mm256_fmadd_pd(a2, _mm256_permute4x64_pd(bcol, _FMA_SELECT(2)), c0); c0 = _mm256_fmadd_pd(a3, _mm256_permute4x64_pd(bcol, _FMA_SELECT(3)), c0); /* Column 1 */ bcol = _mm256_load_pd((double *)&right_cur->y[1]); c1 = _mm256_fmadd_pd(a0, _mm256_permute4x64_pd(bcol, _FMA_SELECT(0)), c1); c1 = _mm256_fmadd_pd(a1, _mm256_permute4x64_pd(bcol, _FMA_SELECT(1)), c1); c1 = _mm256_fmadd_pd(a2, _mm256_permute4x64_pd(bcol, _FMA_SELECT(2)), c1); c1 = _mm256_fmadd_pd(a3, _mm256_permute4x64_pd(bcol, _FMA_SELECT(3)), c1); /* Column 2 */ bcol = _mm256_load_pd((double *)&right_cur->y[2]); c2 = _mm256_fmadd_pd(a0, _mm256_permute4x64_pd(bcol, _FMA_SELECT(0)), c2); c2 = _mm256_fmadd_pd(a1, _mm256_permute4x64_pd(bcol, _FMA_SELECT(1)), c2); c2 = _mm256_fmadd_pd(a2, _mm256_permute4x64_pd(bcol, _FMA_SELECT(2)), c2); c2 = _mm256_fmadd_pd(a3, _mm256_permute4x64_pd(bcol, _FMA_SELECT(3)), c2); /* Column 3 */ bcol = _mm256_load_pd((double *)&right_cur->y[3]); c3 = _mm256_fmadd_pd(a0, _mm256_permute4x64_pd(bcol, _FMA_SELECT(0)), c3); c3 = _mm256_fmadd_pd(a1, _mm256_permute4x64_pd(bcol, _FMA_SELECT(1)), c3); c3 = _mm256_fmadd_pd(a2, _mm256_permute4x64_pd(bcol, _FMA_SELECT(2)), c3); c3 = _mm256_fmadd_pd(a3, _mm256_permute4x64_pd(bcol, _FMA_SELECT(3)), c3); } _mm256_store_pd((double *)&ans_cur->y[0], c0); _mm256_store_pd((double *)&ans_cur->y[1], c1); _mm256_store_pd((double *)&ans_cur->y[2], c2); _mm256_store_pd((double *)&ans_cur->y[3], c3); } SN_MK_PROC_DECL_STD(double, 512, , fma) { __mk_param_std(TILE, LEFT_RIGHT_ANS, double); SN_MAT_KERNEL_LOCAL *restrict ans_cur = ans + GET_INDEX(common_y, x, y); register __m512d c01 = _mm512_load_pd((double *)&ans_cur->z[0]); register __m512d c23 = _mm512_load_pd((double *)&ans_cur->z[1]); for (size_t z = 0; z < common_z; z++) { SN_MAT_KERNEL_LOCAL const *right_cur = right + GET_INDEX(common_z, x, z); SN_MAT_KERNEL_LOCAL const *left_cur = left + GET_INDEX(common_y, z, y); register __m512d a01 = _mm512_load_pd((double *)&left_cur->z[0]); register __m512d a23 = _mm512_load_pd((double *)&left_cur->z[1]); register __m512d b0 = _mm512_broadcast_f64x4(right_cur->y[0]); c01 = _mm512_fmadd_pd(a01, b0, c01); c23 = _mm512_fmadd_pd(a23, b0, c23); register __m512d b1 = _mm512_broadcast_f64x4(right_cur->y[1]); c01 = _mm512_fmadd_pd(a01, b1, c01); c23 = _mm512_fmadd_pd(a23, b1, c23); register __m512d b2 = _mm512_broadcast_f64x4(right_cur->y[2]); c01 = _mm512_fmadd_pd(a01, b2, c01); c23 = _mm512_fmadd_pd(a23, b2, c23); register __m512d b3 = _mm512_broadcast_f64x4(right_cur->y[3]); c01 = _mm512_fmadd_pd(a01, b3, c01); c23 = _mm512_fmadd_pd(a23, b3, c23); } _mm512_store_pd((double *)&ans_cur->z[0], c01); _mm512_store_pd((double *)&ans_cur->z[1], c23); } #endif