Question

(I m a newbie to SSE/asm, apologies if this is obvious or redundant)

Is there a better way to transpose 8 SSE registers containing 16-bit values than performing 24 unpck[lh]ps and 8/16+ shuffles and using 8 extra registers? (Note using up to SSSE 3 instructions, Intel Merom, aka lacking BLEND* from SSE4.)

Say you have registers v[0-7] and use t0-t7 as aux registers. In pseudo intrinsics code:

/* Phase 1: process lower parts of the registers */
/* Level 1: work first part of the vectors */
/*   v[0]  A0 A1 A2 A3 A4 A5 A6 A7
**   v[1]  B0 B1 B2 B3 B4 B5 B6 B7
**   v[2]  C0 C1 C2 C3 C4 C5 C6 C7
**   v[3]  D0 D1 D2 D3 D4 D5 D6 D7
**   v[4]  E0 E1 E2 E3 E4 E5 E6 E7
**   v[5]  F0 F1 F2 F3 F4 F5 F6 F7
**   v[6]  G0 G1 G2 G3 G4 G5 G6 G7
**   v[7]  H0 H1 H2 H3 H4 H5 H6 H7 */
t0 = unpcklps (v[0], v[1]); /* Extract first half interleaving */
t1 = unpcklps (v[2], v[3]); /* Extract first half interleaving */
t2 = unpcklps (v[4], v[5]); /* Extract first half interleaving */
t3 = unpcklps (v[6], v[7]); /* Extract first half interleaving */
t0 = pshufhw (t0, 0xD8); /* Flip middle 2 high */
t0 = pshuflw (t0, 0xD8); /* Flip middle 2 low */
t1 = pshufhw (t1, 0xD8); /* Flip middle 2 high */
t1 = pshuflw (t1, 0xD8); /* Flip middle 2 low */
t2 = pshufhw (t2, 0xD8); /* Flip middle 2 high */
t2 = pshuflw (t2, 0xD8); /* Flip middle 2 low */
t3 = pshufhw (t3, 0xD8); /* Flip middle 2 high */
t3 = pshuflw (t3, 0xD8); /* Flip middle 2 low */
/*   t0   A0 B0 A1 B1 A2 B2 A3 B3  (A B - 0 1 2 3)
**   t1   C0 D0 C1 D1 C2 D2 C3 D3  (C D - 0 1 2 3)
**   t2   E0 F0 E1 F1 E2 F2 E3 F3  (E F - 0 1 2 3)
**   t3   G0 H0 G1 H1 G2 H2 G3 H3  (G H - 0 1 2 3) */
/* L2 */
t4 = unpcklps (t0, t1);
t5 = unpcklps (t2, t3);
t6 = unpckhps (t0, t1);
t7 = unpckhps (t2, t3);
/*   t4   A0 B0 C0 D0 A1 B1 C1 D1 (A B C D - 0 1)
**   t5   E0 F0 G0 H0 E1 F1 G1 H1 (E F G H - 0 1)
**   t6   A2 B2 C2 D2 A3 B3 C3 D3 (A B C D - 2 3)
**   t7   E2 F2 G2 H2 E3 F3 G3 H3 (E F G H - 2 3) */
/* Phase 2: same with higher parts of the registers */
/*   A    A0 A1 A2 A3 A4 A5 A6 A7
**   B    B0 B1 B2 B3 B4 B5 B6 B7
**   C    C0 C1 C2 C3 C4 C5 C6 C7
**   D    D0 D1 D2 D3 D4 D5 D6 D7
**   E    E0 E1 E2 E3 E4 E5 E6 E7
**   F    F0 F1 F2 F3 F4 F5 F6 F7
**   G    G0 G1 G2 G3 G4 G5 G6 G7
**   H    H0 H1 H2 H3 H4 H5 H6 H7 */
t0 = unpckhps (v[0], v[1]);
t0 = pshufhw (t0, 0xD8); /* Flip middle 2 high */
t0 = pshuflw (t0, 0xD8); /* Flip middle 2 low */
t1 = unpckhps (v[2], v[3]);
t1 = pshufhw (t1, 0xD8); /* Flip middle 2 high */
t1 = pshuflw (t1, 0xD8); /* Flip middle 2 low */
t2 = unpckhps (v[4], v[5]);
t2 = pshufhw (t2, 0xD8); /* Flip middle 2 high */
t2 = pshuflw (t2, 0xD8); /* Flip middle 2 low */
t3 = unpckhps (v[6], v[7]);
t3 = pshufhw (t3, 0xD8); /* Flip middle 2 high */
t3 = pshuflw (t3, 0xD8); /* Flip middle 2 low */
/*   t0   A4 B4 A5 B5 A6 B6 A7 B7  (A B - 4 5 6 7)
**   t1   C4 D4 C5 D5 C6 D6 C7 D7  (C D - 4 5 6 7)
**   t2   E4 F4 E5 F5 E6 F6 E7 F7  (E F - 4 5 6 7)
**   t3   G4 H4 G5 H5 G6 H6 G7 H7  (G H - 4 5 6 7) */
/* Back to first part, v[0-3] can be re-written now */
/* L3 */
v[0] = unpcklpd (t4, t5);
v[1] = unpckhpd (t4, t5);
v[2] = unpcklpd (t6, t7);
v[3] = unpckhpd (t6, t7);
/* v[0] = A0 B0 C0 D0 E0 F0 G0 H0
** v[1] = A1 B1 C1 D1 E1 F1 G1 H1
** v[2] = A2 B2 C2 D2 E2 F2 G2 H2
** v[3] = A3 B3 C3 D3 E3 F3 G3 H3 */
/* Back to second part, t[4-7] can be re-written now... */
/* L2 */
t4 = unpcklps (t0, t1);
t5 = unpcklps (t2, t3);
t6 = unpckhps (t0, t1);
t7 = unpckhps (t2, t3);
/*   t4   A4 B4 C4 D4 A5 B5 C5 D5 (A B C D - 4 5)
**   t5   E4 F4 G4 H4 E5 F5 G5 H5 (E F G H - 4 5)
**   t6   A6 B6 C6 D6 A7 B7 C7 D7 (A B C D - 6 7)
**   t7   E6 F6 G6 H6 E7 F7 G7 H7 (E F G H - 6 7) */
/* L3 */
v[4] = unpcklpd (t4, t5);
v[5] = unpckhpd (t4, t5);
v[6] = unpcklpd (t6, t7);
v[7] = unpckhpd (t6, t7);
/* v[4] = A4 B4 C4 D4 E4 F4 G4 H4
** v[5] = A5 B5 C5 D5 E5 F5 G5 H5
** v[6] = A6 B6 C6 D6 E6 F6 G6 H6
** v[7] = A7 B7 C7 D7 E7 F7 G7 H7 */

Each unpck* takes 3 cycles of latency, or 2 for reciprocal throughput (reported by Agner.) This is killing big part of the performance gains from using SSE (on this code) because this register dance takes almost one cycle per element. I tried to understand x264 s asm file for x86 transpose but failed understanding the macros.

Thanks!

Answer 1

Yes, you can do it in 24 instructions total:

8 x _mm_unpacklo_epi16/_mm_unpackhi_epi16 (PUNPCKLWD/PUNPCKHWD)
8 x _mm_unpacklo_epi32/_mm_unpackhi_epi32 (PUNPCKLDQ/PUNPCKHDQ)
8 x _mm_unpacklo_epi64/_mm_unpackhi_epi64 (PUNPCKLQDQ/PUNPCKHQDQ)

Let me know if you need more details, but it s fairly obvious.

Answer 2

I had to do this myself, so here is my final result. Note that the load and store instructions I have used are for 16-byte aligned arrays, which were declared using m128i* array = (__m128i*) _mm_malloc(N*sizeof(uint16_t), 16); OR int16_t array[N]__attribute((aligned(16)));

__m128i *p_input  = (__m128i*)array;
__m128i *p_output = (__m128i*)array;
__m128i a = _mm_load_si128(p_input++);
__m128i b = _mm_load_si128(p_input++);
__m128i c = _mm_load_si128(p_input++);
__m128i d = _mm_load_si128(p_input++);
__m128i e = _mm_load_si128(p_input++);
__m128i f = _mm_load_si128(p_input++);
__m128i g = _mm_load_si128(p_input++);
__m128i h = _mm_load_si128(p_input);

__m128i a03b03 = _mm_unpacklo_epi16(a, b);
__m128i c03d03 = _mm_unpacklo_epi16(c, d);
__m128i e03f03 = _mm_unpacklo_epi16(e, f);
__m128i g03h03 = _mm_unpacklo_epi16(g, h);
__m128i a47b47 = _mm_unpackhi_epi16(a, b);
__m128i c47d47 = _mm_unpackhi_epi16(c, d);
__m128i e47f47 = _mm_unpackhi_epi16(e, f);
__m128i g47h47 = _mm_unpackhi_epi16(g, h);

__m128i a01b01c01d01 = _mm_unpacklo_epi32(a03b03, c03d03);
__m128i a23b23c23d23 = _mm_unpackhi_epi32(a03b03, c03d03);
__m128i e01f01g01h01 = _mm_unpacklo_epi32(e03f03, g03h03);
__m128i e23f23g23h23 = _mm_unpackhi_epi32(e03f03, g03h03);
__m128i a45b45c45d45 = _mm_unpacklo_epi32(a47b47, c47d47);
__m128i a67b67c67d67 = _mm_unpackhi_epi32(a47b47, c47d47);
__m128i e45f45g45h45 = _mm_unpacklo_epi32(e47f47, g47h47);
__m128i e67f67g67h67 = _mm_unpackhi_epi32(e47f47, g47h47);

__m128i a0b0c0d0e0f0g0h0 = _mm_unpacklo_epi64(a01b01c01d01, e01f01g01h01);
__m128i a1b1c1d1e1f1g1h1 = _mm_unpackhi_epi64(a01b01c01d01, e01f01g01h01);
__m128i a2b2c2d2e2f2g2h2 = _mm_unpacklo_epi64(a23b23c23d23, e23f23g23h23);
__m128i a3b3c3d3e3f3g3h3 = _mm_unpackhi_epi64(a23b23c23d23, e23f23g23h23);
__m128i a4b4c4d4e4f4g4h4 = _mm_unpacklo_epi64(a45b45c45d45, e45f45g45h45);
__m128i a5b5c5d5e5f5g5h5 = _mm_unpackhi_epi64(a45b45c45d45, e45f45g45h45);
__m128i a6b6c6d6e6f6g6h6 = _mm_unpacklo_epi64(a67b67c67d67, e67f67g67h67);
__m128i a7b7c7d7e7f7g7h7 = _mm_unpackhi_epi64(a67b67c67d67, e67f67g67h67);

_mm_store_si128(p_output++, a0b0c0d0e0f0g0h0);
_mm_store_si128(p_output++, a1b1c1d1e1f1g1h1);
_mm_store_si128(p_output++, a2b2c2d2e2f2g2h2);
_mm_store_si128(p_output++, a3b3c3d3e3f3g3h3);
_mm_store_si128(p_output++, a4b4c4d4e4f4g4h4);
_mm_store_si128(p_output++, a5b5c5d5e5f5g5h5);
_mm_store_si128(p_output++, a6b6c6d6e6f6g6h6);
_mm_store_si128(p_output, a7b7c7d7e7f7g7h7);

Answer 3

My idea come from this http://www.randombit.net/bitbashing/programming/integer_matrix_transpose_in_sse2.html

I would segment the one 8x8 to four 4x4 and than do the mentioned trick. finally swap the block(0,1) and block(1,0)

however, I still don t get what Paul R s trick. Paul would you give me some more hits ?

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