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1 // Copyright (c) Facebook, Inc. and its affiliates.
2 // All rights reserved.
3 //
4 // Copyright 2019 Google LLC
5 //
6 // This source code is licensed under the BSD-style license found in the
7 // LICENSE file in the root directory of this source tree.
8 
9 #include <assert.h>
10 #include <stdint.h>
11 #include <stddef.h>
12 
13 #include <emmintrin.h>
14 
15 #include <fp16/bitcasts.h>
16 
17 #include <xnnpack/requantization-stubs.h>
18 
19 
xnn_qu8_requantize_precise__sse2(size_t n,const int32_t * input,float scale,uint8_t zero_point,uint8_t qmin,uint8_t qmax,uint8_t * output)20 void xnn_qu8_requantize_precise__sse2(
21     size_t n,
22     const int32_t* input,
23     float scale,
24     uint8_t zero_point,
25     uint8_t qmin,
26     uint8_t qmax,
27     uint8_t* output)
28 {
29   assert(n % 16 == 0);
30   assert(scale < 1.0f);
31   assert(scale >= 0x1.0p-32f);
32 
33   const uint32_t scale_bits = fp32_to_bits(scale);
34   const uint32_t multiplier = (scale_bits & UINT32_C(0x007FFFFF)) | UINT32_C(0x00800000);
35   const uint32_t shift = 127 + 23 - (scale_bits >> 23);
36   assert(shift >= 24);
37   assert(shift < 56);
38   const uint64_t rounding = UINT64_C(1) << (shift - 1);
39 
40   const __m128i vmultiplier = _mm_set1_epi32(multiplier);
41   const __m128i vzero_point = _mm_set1_epi16((short) (uint16_t) zero_point);
42   const __m128i vqmin = _mm_set1_epi8((char) qmin);
43   const __m128i vqmax = _mm_set1_epi8((char) qmax);
44   const __m128i vshift = _mm_cvtsi32_si128((int) shift);
45   const __m128i vrounding = _mm_set1_epi64x(rounding);
46   for (; n != 0; n -= 16) {
47     const __m128i x = _mm_loadu_si128((const __m128i*) input);
48     const __m128i y = _mm_loadu_si128((const __m128i*) (input + 4));
49     const __m128i z = _mm_loadu_si128((const __m128i*) (input + 8));
50     const __m128i w = _mm_loadu_si128((const __m128i*) (input + 12));
51     input += 16;
52 
53     const __m128i x_neg_mask = _mm_cmpgt_epi32(_mm_setzero_si128(), x);
54     const __m128i y_neg_mask = _mm_cmpgt_epi32(_mm_setzero_si128(), y);
55     const __m128i z_neg_mask = _mm_cmpgt_epi32(_mm_setzero_si128(), z);
56     const __m128i w_neg_mask = _mm_cmpgt_epi32(_mm_setzero_si128(), w);
57 
58     const __m128i x_abs0123 = _mm_sub_epi32(_mm_xor_si128(x, x_neg_mask), x_neg_mask);
59     const __m128i y_abs0123 = _mm_sub_epi32(_mm_xor_si128(y, y_neg_mask), y_neg_mask);
60     const __m128i z_abs0123 = _mm_sub_epi32(_mm_xor_si128(z, z_neg_mask), z_neg_mask);
61     const __m128i w_abs0123 = _mm_sub_epi32(_mm_xor_si128(w, w_neg_mask), w_neg_mask);
62 
63     const __m128i x_abs1032 = _mm_shuffle_epi32(x_abs0123, _MM_SHUFFLE(2, 3, 0, 1));
64     const __m128i y_abs1032 = _mm_shuffle_epi32(y_abs0123, _MM_SHUFFLE(2, 3, 0, 1));
65     const __m128i z_abs1032 = _mm_shuffle_epi32(z_abs0123, _MM_SHUFFLE(2, 3, 0, 1));
66     const __m128i w_abs1032 = _mm_shuffle_epi32(w_abs0123, _MM_SHUFFLE(2, 3, 0, 1));
67 
68     const __m128i x_absmul02 = _mm_mul_epu32(x_abs0123, vmultiplier);
69     const __m128i y_absmul02 = _mm_mul_epu32(y_abs0123, vmultiplier);
70     const __m128i z_absmul02 = _mm_mul_epu32(z_abs0123, vmultiplier);
71     const __m128i w_absmul02 = _mm_mul_epu32(w_abs0123, vmultiplier);
72 
73     const __m128i x_absmul13 = _mm_mul_epu32(x_abs1032, vmultiplier);
74     const __m128i y_absmul13 = _mm_mul_epu32(y_abs1032, vmultiplier);
75     const __m128i z_absmul13 = _mm_mul_epu32(z_abs1032, vmultiplier);
76     const __m128i w_absmul13 = _mm_mul_epu32(w_abs1032, vmultiplier);
77 
78     const __m128i x_abs_scaled02 = _mm_srl_epi64(_mm_add_epi64(x_absmul02, vrounding), vshift);
79     const __m128i x_abs_scaled13 = _mm_srl_epi64(_mm_add_epi64(x_absmul13, vrounding), vshift);
80     const __m128i y_abs_scaled02 = _mm_srl_epi64(_mm_add_epi64(y_absmul02, vrounding), vshift);
81     const __m128i y_abs_scaled13 = _mm_srl_epi64(_mm_add_epi64(y_absmul13, vrounding), vshift);
82     const __m128i z_abs_scaled02 = _mm_srl_epi64(_mm_add_epi64(z_absmul02, vrounding), vshift);
83     const __m128i z_abs_scaled13 = _mm_srl_epi64(_mm_add_epi64(z_absmul13, vrounding), vshift);
84     const __m128i w_abs_scaled02 = _mm_srl_epi64(_mm_add_epi64(w_absmul02, vrounding), vshift);
85     const __m128i w_abs_scaled13 = _mm_srl_epi64(_mm_add_epi64(w_absmul13, vrounding), vshift);
86 
87     const __m128i x_abs_scaled0213 = _mm_castps_si128(
88         _mm_shuffle_ps(_mm_castsi128_ps(x_abs_scaled02), _mm_castsi128_ps(x_abs_scaled13), _MM_SHUFFLE(2, 0, 2, 0)));
89     const __m128i y_abs_scaled0213 = _mm_castps_si128(
90         _mm_shuffle_ps(_mm_castsi128_ps(y_abs_scaled02), _mm_castsi128_ps(y_abs_scaled13), _MM_SHUFFLE(2, 0, 2, 0)));
91     const __m128i z_abs_scaled0213 = _mm_castps_si128(
92         _mm_shuffle_ps(_mm_castsi128_ps(z_abs_scaled02), _mm_castsi128_ps(z_abs_scaled13), _MM_SHUFFLE(2, 0, 2, 0)));
93     const __m128i w_abs_scaled0213 = _mm_castps_si128(
94         _mm_shuffle_ps(_mm_castsi128_ps(w_abs_scaled02), _mm_castsi128_ps(w_abs_scaled13), _MM_SHUFFLE(2, 0, 2, 0)));
95 
96     const __m128i x_abs_scaled = _mm_shuffle_epi32(x_abs_scaled0213, _MM_SHUFFLE(3, 1, 2, 0));
97     const __m128i y_abs_scaled = _mm_shuffle_epi32(y_abs_scaled0213, _MM_SHUFFLE(3, 1, 2, 0));
98     const __m128i z_abs_scaled = _mm_shuffle_epi32(z_abs_scaled0213, _MM_SHUFFLE(3, 1, 2, 0));
99     const __m128i w_abs_scaled = _mm_shuffle_epi32(w_abs_scaled0213, _MM_SHUFFLE(3, 1, 2, 0));
100 
101     const __m128i x_scaled = _mm_sub_epi32(_mm_xor_si128(x_abs_scaled, x_neg_mask), x_neg_mask);
102     const __m128i y_scaled = _mm_sub_epi32(_mm_xor_si128(y_abs_scaled, y_neg_mask), y_neg_mask);
103     const __m128i z_scaled = _mm_sub_epi32(_mm_xor_si128(z_abs_scaled, z_neg_mask), z_neg_mask);
104     const __m128i w_scaled = _mm_sub_epi32(_mm_xor_si128(w_abs_scaled, w_neg_mask), w_neg_mask);
105 
106     const __m128i xy_packed = _mm_adds_epi16(_mm_packs_epi32(x_scaled, y_scaled), vzero_point);
107     const __m128i zw_packed = _mm_adds_epi16(_mm_packs_epi32(z_scaled, w_scaled), vzero_point);
108     const __m128i xyzw_packed = _mm_packus_epi16(xy_packed, zw_packed);
109     const __m128i xyzw_clamped = _mm_max_epu8(_mm_min_epu8(xyzw_packed, vqmax), vqmin);
110 
111     // 4x PXOR (setzero)
112     // 8x PSUBD
113     // 8x PXOR
114     // 8x PSHUFD
115     // 8x PMULUDQ
116     // 8x PSRLQ
117     // 8x PADDQ
118     // 4x SHUFPS
119     // 2x PACKSSDW
120     // 1x PACKUSWB
121     // 2x PADDW
122     // 1x PMAXUB
123     // 1x PMINUB
124     // ---------------------
125     // 63 instructions total
126 
127     _mm_storeu_si128((__m128i*) output, xyzw_clamped);
128     output += 16;
129   }
130 }
131