Marat Dukhan | 80fc932 | 2019-09-29 21:06:36 -0700 | [diff] [blame] | 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. |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 8 | |
| 9 | #include <assert.h> |
| 10 | #include <stdint.h> |
Marat Dukhan | 5b69f8b | 2020-07-24 15:26:48 -0700 | [diff] [blame] | 11 | #include <stddef.h> |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 12 | |
| 13 | #include <tmmintrin.h> |
| 14 | |
| 15 | #include <fp16/bitcasts.h> |
Marat Dukhan | 5e9a91e | 2019-12-22 19:13:03 -0800 | [diff] [blame] | 16 | |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 17 | #include <xnnpack/requantization-stubs.h> |
| 18 | |
| 19 | |
Marat Dukhan | 5b69f8b | 2020-07-24 15:26:48 -0700 | [diff] [blame] | 20 | void xnn_qu8_requantize_precise__ssse3( |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 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_abs0123 = _mm_abs_epi32(x); |
| 54 | const __m128i y_abs0123 = _mm_abs_epi32(y); |
| 55 | const __m128i z_abs0123 = _mm_abs_epi32(z); |
| 56 | const __m128i w_abs0123 = _mm_abs_epi32(w); |
| 57 | |
| 58 | const __m128i x_abs1032 = _mm_shuffle_epi32(x_abs0123, _MM_SHUFFLE(2, 3, 0, 1)); |
| 59 | const __m128i y_abs1032 = _mm_shuffle_epi32(y_abs0123, _MM_SHUFFLE(2, 3, 0, 1)); |
| 60 | const __m128i z_abs1032 = _mm_shuffle_epi32(z_abs0123, _MM_SHUFFLE(2, 3, 0, 1)); |
| 61 | const __m128i w_abs1032 = _mm_shuffle_epi32(w_abs0123, _MM_SHUFFLE(2, 3, 0, 1)); |
| 62 | |
| 63 | const __m128i x_absmul02 = _mm_mul_epu32(x_abs0123, vmultiplier); |
| 64 | const __m128i y_absmul02 = _mm_mul_epu32(y_abs0123, vmultiplier); |
| 65 | const __m128i z_absmul02 = _mm_mul_epu32(z_abs0123, vmultiplier); |
| 66 | const __m128i w_absmul02 = _mm_mul_epu32(w_abs0123, vmultiplier); |
| 67 | |
| 68 | const __m128i x_absmul13 = _mm_mul_epu32(x_abs1032, vmultiplier); |
| 69 | const __m128i y_absmul13 = _mm_mul_epu32(y_abs1032, vmultiplier); |
| 70 | const __m128i z_absmul13 = _mm_mul_epu32(z_abs1032, vmultiplier); |
| 71 | const __m128i w_absmul13 = _mm_mul_epu32(w_abs1032, vmultiplier); |
| 72 | |
| 73 | const __m128i x_abs_scaled02 = _mm_srl_epi64(_mm_add_epi64(x_absmul02, vrounding), vshift); |
| 74 | const __m128i x_abs_scaled13 = _mm_srl_epi64(_mm_add_epi64(x_absmul13, vrounding), vshift); |
| 75 | const __m128i y_abs_scaled02 = _mm_srl_epi64(_mm_add_epi64(y_absmul02, vrounding), vshift); |
| 76 | const __m128i y_abs_scaled13 = _mm_srl_epi64(_mm_add_epi64(y_absmul13, vrounding), vshift); |
| 77 | const __m128i z_abs_scaled02 = _mm_srl_epi64(_mm_add_epi64(z_absmul02, vrounding), vshift); |
| 78 | const __m128i z_abs_scaled13 = _mm_srl_epi64(_mm_add_epi64(z_absmul13, vrounding), vshift); |
| 79 | const __m128i w_abs_scaled02 = _mm_srl_epi64(_mm_add_epi64(w_absmul02, vrounding), vshift); |
| 80 | const __m128i w_abs_scaled13 = _mm_srl_epi64(_mm_add_epi64(w_absmul13, vrounding), vshift); |
| 81 | |
| 82 | const __m128i x_abs_scaled0213 = _mm_castps_si128( |
| 83 | _mm_shuffle_ps(_mm_castsi128_ps(x_abs_scaled02), _mm_castsi128_ps(x_abs_scaled13), _MM_SHUFFLE(2, 0, 2, 0))); |
| 84 | const __m128i y_abs_scaled0213 = _mm_castps_si128( |
| 85 | _mm_shuffle_ps(_mm_castsi128_ps(y_abs_scaled02), _mm_castsi128_ps(y_abs_scaled13), _MM_SHUFFLE(2, 0, 2, 0))); |
| 86 | const __m128i z_abs_scaled0213 = _mm_castps_si128( |
| 87 | _mm_shuffle_ps(_mm_castsi128_ps(z_abs_scaled02), _mm_castsi128_ps(z_abs_scaled13), _MM_SHUFFLE(2, 0, 2, 0))); |
| 88 | const __m128i w_abs_scaled0213 = _mm_castps_si128( |
| 89 | _mm_shuffle_ps(_mm_castsi128_ps(w_abs_scaled02), _mm_castsi128_ps(w_abs_scaled13), _MM_SHUFFLE(2, 0, 2, 0))); |
| 90 | |
| 91 | const __m128i x_abs_scaled = _mm_shuffle_epi32(x_abs_scaled0213, _MM_SHUFFLE(3, 1, 2, 0)); |
| 92 | const __m128i y_abs_scaled = _mm_shuffle_epi32(y_abs_scaled0213, _MM_SHUFFLE(3, 1, 2, 0)); |
| 93 | const __m128i z_abs_scaled = _mm_shuffle_epi32(z_abs_scaled0213, _MM_SHUFFLE(3, 1, 2, 0)); |
| 94 | const __m128i w_abs_scaled = _mm_shuffle_epi32(w_abs_scaled0213, _MM_SHUFFLE(3, 1, 2, 0)); |
| 95 | |
| 96 | const __m128i x_scaled = _mm_sign_epi32(x_abs_scaled, x); |
| 97 | const __m128i y_scaled = _mm_sign_epi32(y_abs_scaled, y); |
| 98 | const __m128i z_scaled = _mm_sign_epi32(z_abs_scaled, z); |
| 99 | const __m128i w_scaled = _mm_sign_epi32(w_abs_scaled, w); |
| 100 | |
| 101 | const __m128i xy_packed = _mm_adds_epi16(_mm_packs_epi32(x_scaled, y_scaled), vzero_point); |
| 102 | const __m128i zw_packed = _mm_adds_epi16(_mm_packs_epi32(z_scaled, w_scaled), vzero_point); |
| 103 | const __m128i xyzw_packed = _mm_packus_epi16(xy_packed, zw_packed); |
| 104 | const __m128i xyzw_clamped = _mm_max_epu8(_mm_min_epu8(xyzw_packed, vqmax), vqmin); |
| 105 | |
Marat Dukhan | 80fc932 | 2019-09-29 21:06:36 -0700 | [diff] [blame] | 106 | // 4x PABSD |
| 107 | // 8x PSHUFD |
| 108 | // 8x PMULUDQ |
| 109 | // 8x PSRLQ |
| 110 | // 8x PADDQ |
| 111 | // 4x SHUFPS |
| 112 | // 4x PSIGND |
| 113 | // 2x PACKSSDW |
| 114 | // 1x PACKUSWB |
| 115 | // 2x PADDW |
| 116 | // 1x PMAXUB |
| 117 | // 1x PMINUB |
| 118 | // --------------------- |
| 119 | // 51 instructions total |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 120 | |
| 121 | _mm_storeu_si128((__m128i*) output, xyzw_clamped); |
| 122 | output += 16; |
| 123 | } |
| 124 | } |