// Copyright (c) Facebook, Inc. and its affiliates. // All rights reserved. // // Copyright 2019 Google LLC // // This source code is licensed under the BSD-style license found in the // LICENSE file in the root directory of this source tree. #include #include #include #include #include #include void xnn_qu8_requantize_rndna__ssse3( size_t n, const int32_t* input, float scale, uint8_t zero_point, uint8_t qmin, uint8_t qmax, uint8_t* output) { assert(n % 16 == 0); assert(scale < 1.0f); assert(scale >= 0x1.0p-32f); const uint32_t scale_bits = float_as_uint32(scale); const uint32_t multiplier = (scale_bits & UINT32_C(0x007FFFFF)) | UINT32_C(0x00800000); const uint32_t shift = 127 + 23 - (scale_bits >> 23); assert(shift >= 24); assert(shift < 56); const uint64_t rounding = UINT64_C(1) << (shift - 1); const __m128i vmultiplier = _mm_set1_epi32(multiplier); const __m128i vzero_point = _mm_set1_epi16((short) (uint16_t) zero_point); const __m128i vqmin = _mm_set1_epi8((char) qmin); const __m128i vqmax = _mm_set1_epi8((char) qmax); const __m128i vshift = _mm_cvtsi32_si128((int) shift); const __m128i vrounding = _mm_set1_epi64x(rounding); for (; n != 0; n -= 16) { const __m128i x = _mm_loadu_si128((const __m128i*) input); const __m128i y = _mm_loadu_si128((const __m128i*) (input + 4)); const __m128i z = _mm_loadu_si128((const __m128i*) (input + 8)); const __m128i w = _mm_loadu_si128((const __m128i*) (input + 12)); input += 16; const __m128i x_abs0123 = _mm_abs_epi32(x); const __m128i y_abs0123 = _mm_abs_epi32(y); const __m128i z_abs0123 = _mm_abs_epi32(z); const __m128i w_abs0123 = _mm_abs_epi32(w); const __m128i x_abs1032 = _mm_shuffle_epi32(x_abs0123, _MM_SHUFFLE(2, 3, 0, 1)); const __m128i y_abs1032 = _mm_shuffle_epi32(y_abs0123, _MM_SHUFFLE(2, 3, 0, 1)); const __m128i z_abs1032 = _mm_shuffle_epi32(z_abs0123, _MM_SHUFFLE(2, 3, 0, 1)); const __m128i w_abs1032 = _mm_shuffle_epi32(w_abs0123, _MM_SHUFFLE(2, 3, 0, 1)); const __m128i x_absmul02 = _mm_mul_epu32(x_abs0123, vmultiplier); const __m128i y_absmul02 = _mm_mul_epu32(y_abs0123, vmultiplier); const __m128i z_absmul02 = _mm_mul_epu32(z_abs0123, vmultiplier); const __m128i w_absmul02 = _mm_mul_epu32(w_abs0123, vmultiplier); const __m128i x_absmul13 = _mm_mul_epu32(x_abs1032, vmultiplier); const __m128i y_absmul13 = _mm_mul_epu32(y_abs1032, vmultiplier); const __m128i z_absmul13 = _mm_mul_epu32(z_abs1032, vmultiplier); const __m128i w_absmul13 = _mm_mul_epu32(w_abs1032, vmultiplier); const __m128i x_abs_scaled02 = _mm_srl_epi64(_mm_add_epi64(x_absmul02, vrounding), vshift); const __m128i x_abs_scaled13 = _mm_srl_epi64(_mm_add_epi64(x_absmul13, vrounding), vshift); const __m128i y_abs_scaled02 = _mm_srl_epi64(_mm_add_epi64(y_absmul02, vrounding), vshift); const __m128i y_abs_scaled13 = _mm_srl_epi64(_mm_add_epi64(y_absmul13, vrounding), vshift); const __m128i z_abs_scaled02 = _mm_srl_epi64(_mm_add_epi64(z_absmul02, vrounding), vshift); const __m128i z_abs_scaled13 = _mm_srl_epi64(_mm_add_epi64(z_absmul13, vrounding), vshift); const __m128i w_abs_scaled02 = _mm_srl_epi64(_mm_add_epi64(w_absmul02, vrounding), vshift); const __m128i w_abs_scaled13 = _mm_srl_epi64(_mm_add_epi64(w_absmul13, vrounding), vshift); const __m128i x_abs_scaled0213 = _mm_castps_si128( _mm_shuffle_ps(_mm_castsi128_ps(x_abs_scaled02), _mm_castsi128_ps(x_abs_scaled13), _MM_SHUFFLE(2, 0, 2, 0))); const __m128i y_abs_scaled0213 = _mm_castps_si128( _mm_shuffle_ps(_mm_castsi128_ps(y_abs_scaled02), _mm_castsi128_ps(y_abs_scaled13), _MM_SHUFFLE(2, 0, 2, 0))); const __m128i z_abs_scaled0213 = _mm_castps_si128( _mm_shuffle_ps(_mm_castsi128_ps(z_abs_scaled02), _mm_castsi128_ps(z_abs_scaled13), _MM_SHUFFLE(2, 0, 2, 0))); const __m128i w_abs_scaled0213 = _mm_castps_si128( _mm_shuffle_ps(_mm_castsi128_ps(w_abs_scaled02), _mm_castsi128_ps(w_abs_scaled13), _MM_SHUFFLE(2, 0, 2, 0))); const __m128i x_abs_scaled = _mm_shuffle_epi32(x_abs_scaled0213, _MM_SHUFFLE(3, 1, 2, 0)); const __m128i y_abs_scaled = _mm_shuffle_epi32(y_abs_scaled0213, _MM_SHUFFLE(3, 1, 2, 0)); const __m128i z_abs_scaled = _mm_shuffle_epi32(z_abs_scaled0213, _MM_SHUFFLE(3, 1, 2, 0)); const __m128i w_abs_scaled = _mm_shuffle_epi32(w_abs_scaled0213, _MM_SHUFFLE(3, 1, 2, 0)); const __m128i x_scaled = _mm_sign_epi32(x_abs_scaled, x); const __m128i y_scaled = _mm_sign_epi32(y_abs_scaled, y); const __m128i z_scaled = _mm_sign_epi32(z_abs_scaled, z); const __m128i w_scaled = _mm_sign_epi32(w_abs_scaled, w); const __m128i xy_packed = _mm_adds_epi16(_mm_packs_epi32(x_scaled, y_scaled), vzero_point); const __m128i zw_packed = _mm_adds_epi16(_mm_packs_epi32(z_scaled, w_scaled), vzero_point); const __m128i xyzw_packed = _mm_packus_epi16(xy_packed, zw_packed); const __m128i xyzw_clamped = _mm_max_epu8(_mm_min_epu8(xyzw_packed, vqmax), vqmin); // 4x PABSD // 8x PSHUFD // 8x PMULUDQ // 8x PSRLQ // 8x PADDQ // 4x SHUFPS // 4x PSIGND // 2x PACKSSDW // 1x PACKUSWB // 2x PADDW // 1x PMAXUB // 1x PMINUB // --------------------- // 51 instructions total _mm_storeu_si128((__m128i*) output, xyzw_clamped); output += 16; } }