// CrossSIMD // // This file will contain cross-instruction-set SIMD instruction wrappers. #pragma once #include "Common/Math/SIMDHeaders.h" #if PPSSPP_ARCH(SSE2) // The point of this, as opposed to a float4 array, is to almost force the compiler // to keep the matrix in registers, rather than loading on every access. struct Mat4F32 { Mat4F32() {} Mat4F32(const float *matrix) { col0 = _mm_loadu_ps(matrix); col1 = _mm_loadu_ps(matrix + 4); col2 = _mm_loadu_ps(matrix + 8); col3 = _mm_loadu_ps(matrix + 12); } void Store(float *m) { _mm_storeu_ps(m, col0); _mm_storeu_ps(m + 4, col1); _mm_storeu_ps(m + 8, col2); _mm_storeu_ps(m + 12, col3); } // Unlike the old one, this one is careful about not loading out-of-range data. // The last two loads overlap. static Mat4F32 Load4x3(const float *m) { Mat4F32 result; alignas(16) static const uint32_t mask[4] = { 0xFFFFFFFF, 0xFFFFFFFF, 0xFFFFFFFF, 0x0 }; alignas(16) static const float onelane3[4] = { 0.0f, 0.0f, 0.0f, 1.0f }; __m128 mask1110 = _mm_loadu_ps((const float *)mask); result.col0 = _mm_and_ps(_mm_loadu_ps(m), mask1110); result.col1 = _mm_and_ps(_mm_loadu_ps(m + 3), mask1110); result.col2 = _mm_and_ps(_mm_loadu_ps(m + 6), mask1110); __m128 lastCol = _mm_loadu_ps(m + 8); result.col3 = _mm_or_ps(_mm_and_ps(_mm_shuffle_ps(lastCol, lastCol, _MM_SHUFFLE(3, 3, 2, 1)), mask1110), _mm_load_ps(onelane3)); return result; } __m128 col0; __m128 col1; __m128 col2; __m128 col3; }; // The columns are spread out between the data*. This is just intermediate storage for multiplication. struct Mat4x3F32 { Mat4x3F32(const float *matrix) { data0 = _mm_loadu_ps(matrix); data1 = _mm_loadu_ps(matrix + 4); data2 = _mm_loadu_ps(matrix + 8); } __m128 data0; __m128 data1; __m128 data2; }; inline Mat4F32 Mul4x4By4x4(Mat4F32 a, Mat4F32 b) { Mat4F32 result; __m128 r_col = _mm_mul_ps(b.col0, _mm_splat_lane_ps(a.col0, 0)); r_col = _mm_add_ps(r_col, _mm_mul_ps(b.col1, _mm_splat_lane_ps(a.col0, 1))); r_col = _mm_add_ps(r_col, _mm_mul_ps(b.col2, _mm_splat_lane_ps(a.col0, 2))); result.col0 = _mm_add_ps(r_col, _mm_mul_ps(b.col3, _mm_splat_lane_ps(a.col0, 3))); r_col = _mm_mul_ps(b.col0, _mm_splat_lane_ps(a.col1, 0)); r_col = _mm_add_ps(r_col, _mm_mul_ps(b.col1, _mm_splat_lane_ps(a.col1, 1))); r_col = _mm_add_ps(r_col, _mm_mul_ps(b.col2, _mm_splat_lane_ps(a.col1, 2))); result.col1 = _mm_add_ps(r_col, _mm_mul_ps(b.col3, _mm_splat_lane_ps(a.col1, 3))); r_col = _mm_mul_ps(b.col0, _mm_splat_lane_ps(a.col2, 0)); r_col = _mm_add_ps(r_col, _mm_mul_ps(b.col1, _mm_splat_lane_ps(a.col2, 1))); r_col = _mm_add_ps(r_col, _mm_mul_ps(b.col2, _mm_splat_lane_ps(a.col2, 2))); result.col2 = _mm_add_ps(r_col, _mm_mul_ps(b.col3, _mm_splat_lane_ps(a.col2, 3))); r_col = _mm_mul_ps(b.col0, _mm_splat_lane_ps(a.col3, 0)); r_col = _mm_add_ps(r_col, _mm_mul_ps(b.col1, _mm_splat_lane_ps(a.col3, 1))); r_col = _mm_add_ps(r_col, _mm_mul_ps(b.col2, _mm_splat_lane_ps(a.col3, 2))); result.col3 = _mm_add_ps(r_col, _mm_mul_ps(b.col3, _mm_splat_lane_ps(a.col3, 3))); return result; } inline Mat4F32 Mul4x3By4x4(Mat4x3F32 a, Mat4F32 b) { Mat4F32 result; __m128 r_col = _mm_mul_ps(b.col0, _mm_splat_lane_ps(a.data0, 0)); r_col = _mm_add_ps(r_col, _mm_mul_ps(b.col1, _mm_splat_lane_ps(a.data0, 1))); result.col0 = _mm_add_ps(r_col, _mm_mul_ps(b.col2, _mm_splat_lane_ps(a.data0, 2))); r_col = _mm_mul_ps(b.col0, _mm_splat_lane_ps(a.data0, 3)); r_col = _mm_add_ps(r_col, _mm_mul_ps(b.col1, _mm_splat_lane_ps(a.data1, 0))); result.col1 = _mm_add_ps(r_col, _mm_mul_ps(b.col2, _mm_splat_lane_ps(a.data1, 1))); r_col = _mm_mul_ps(b.col0, _mm_splat_lane_ps(a.data1, 2)); r_col = _mm_add_ps(r_col, _mm_mul_ps(b.col1, _mm_splat_lane_ps(a.data1, 3))); result.col2 = _mm_add_ps(r_col, _mm_mul_ps(b.col2, _mm_splat_lane_ps(a.data2, 0))); r_col = _mm_mul_ps(b.col0, _mm_splat_lane_ps(a.data2, 1)); r_col = _mm_add_ps(r_col, _mm_mul_ps(b.col1, _mm_splat_lane_ps(a.data2, 2))); r_col = _mm_add_ps(r_col, _mm_mul_ps(b.col2, _mm_splat_lane_ps(a.data2, 3))); // The last entry has an implied 1.0f. result.col3 = _mm_add_ps(r_col, b.col3); return result; } struct Vec4S32 { __m128i v; static Vec4S32 Zero() { return Vec4S32{ _mm_setzero_si128() }; } static Vec4S32 Splat(int lane) { return Vec4S32{ _mm_set1_epi32(lane) }; } static Vec4S32 Load(const int *src) { return Vec4S32{ _mm_loadu_si128((const __m128i *)src) }; } static Vec4S32 LoadAligned(const int *src) { return Vec4S32{ _mm_load_si128((const __m128i *)src) }; } void Store(int *dst) { _mm_storeu_si128((__m128i *)dst, v); } void Store2(int *dst) { _mm_storel_epi64((__m128i *)dst, v); } void StoreAligned(int *dst) { _mm_store_si128((__m128i *)dst, v);} Vec4S32 SignBits32ToMask() { return Vec4S32{ _mm_srai_epi32(v, 31) }; } // Reads 16 bits from both operands, produces a 32-bit result per lane. // On SSE2, much faster than _mm_mullo_epi32_SSE2. // On NEON though, it'll read the full 32 bits, so beware. // See https://fgiesen.wordpress.com/2016/04/03/sse-mind-the-gap/. Vec4S32 Mul16(Vec4S32 other) const { // Note that we only need to mask one of the inputs, so we get zeroes - multiplying // by zero is zero, so it doesn't matter what the upper halfword of each 32-bit word is // in the other register. return Vec4S32{ _mm_madd_epi16(v, _mm_and_si128(other.v, _mm_set1_epi32(0x0000FFFF))) }; } Vec4S32 SignExtend16() const { return Vec4S32{ _mm_srai_epi32(_mm_slli_epi32(v, 16), 16) }; } // NOTE: These can be done in sequence, but when done, you must FixupAfterMinMax to get valid output. Vec4S32 Min16(Vec4S32 other) const { return Vec4S32{ _mm_min_epi16(v, other.v) }; } Vec4S32 Max16(Vec4S32 other) const { return Vec4S32{ _mm_max_epi16(v, other.v) }; } Vec4S32 FixupAfterMinMax() const { return SignExtend16(); } Vec4S32 operator +(Vec4S32 other) const { return Vec4S32{ _mm_add_epi32(v, other.v) }; } Vec4S32 operator -(Vec4S32 other) const { return Vec4S32{ _mm_sub_epi32(v, other.v) }; } Vec4S32 operator |(Vec4S32 other) const { return Vec4S32{ _mm_or_si128(v, other.v) }; } Vec4S32 operator &(Vec4S32 other) const { return Vec4S32{ _mm_and_si128(v, other.v) }; } Vec4S32 operator ^(Vec4S32 other) const { return Vec4S32{ _mm_xor_si128(v, other.v) }; } // TODO: andnot void operator +=(Vec4S32 other) { v = _mm_add_epi32(v, other.v); } void operator -=(Vec4S32 other) { v = _mm_sub_epi32(v, other.v); } void operator &=(Vec4S32 other) { v = _mm_and_si128(v, other.v); } void operator |=(Vec4S32 other) { v = _mm_or_si128(v, other.v); } void operator ^=(Vec4S32 other) { v = _mm_xor_si128(v, other.v); } Vec4S32 AndNot(Vec4S32 inverted) const { return Vec4S32{ _mm_andnot_si128(inverted.v, v) }; } // NOTE: with _mm_andnot, the first parameter is inverted, and then and is performed. Vec4S32 Mul(Vec4S32 other) const { return *this * other; } template Vec4S32 Shl() const { return Vec4S32{ imm == 0 ? v : _mm_slli_epi32(v, imm) }; } // NOTE: May be slow. int operator[](size_t index) const { return ((int *)&v)[index]; } // NOTE: This uses a CrossSIMD wrapper if we don't compile with SSE4 support, and is thus slow. Vec4S32 operator *(Vec4S32 other) const { return Vec4S32{ _mm_mullo_epi32_SSE2(v, other.v) }; } // (ab3,ab2,ab1,ab0) Vec4S32 CompareEq(Vec4S32 other) const { return Vec4S32{ _mm_cmpeq_epi32(v, other.v) }; } Vec4S32 CompareLt(Vec4S32 other) const { return Vec4S32{ _mm_cmplt_epi32(v, other.v) }; } Vec4S32 CompareGt(Vec4S32 other) const { return Vec4S32{ _mm_cmpgt_epi32(v, other.v) }; } }; inline bool AnyZeroSignBit(Vec4S32 value) { return _mm_movemask_ps(_mm_castsi128_ps(value.v)) != 0xF; } struct Vec4F32 { __m128 v; static Vec4F32 Zero() { return Vec4F32{ _mm_setzero_ps() }; } static Vec4F32 Splat(float lane) { return Vec4F32{ _mm_set1_ps(lane) }; } static Vec4F32 Load(const float *src) { return Vec4F32{ _mm_loadu_ps(src) }; } static Vec4F32 LoadAligned(const float *src) { return Vec4F32{ _mm_load_ps(src) }; } void Store(float *dst) { _mm_storeu_ps(dst, v); } void Store2(float *dst) { _mm_storel_epi64((__m128i *)dst, _mm_castps_si128(v)); } void StoreAligned (float *dst) { _mm_store_ps(dst, v); } void Store3(float *dst) { // TODO: There might be better ways. _mm_store_pd((double *)dst, _mm_castps_pd(v)); _mm_store_ss(dst + 2, _mm_shuffle_ps(v, v, _MM_SHUFFLE(2, 2, 2, 2))); } static Vec4F32 LoadVec2(const float *src) { return Vec4F32{ _mm_castsi128_ps(_mm_loadl_epi64((const __m128i *)src)) }; } static Vec4F32 LoadConvertS16(const int16_t *src) { // Note: will load 8 bytes __m128i value = _mm_loadl_epi64((const __m128i *)src); // 16-bit to 32-bit, use the upper words and an arithmetic shift right to sign extend return Vec4F32{ _mm_cvtepi32_ps(_mm_srai_epi32(_mm_unpacklo_epi16(value, value), 16)) }; } static Vec4F32 LoadConvertS8(const int8_t *src) { // Note: will load 8 bytes __m128i value = _mm_loadl_epi64((const __m128i *)src); __m128i value16 = _mm_unpacklo_epi8(value, value); // 16-bit to 32-bit, use the upper words and an arithmetic shift right to sign extend return Vec4F32{ _mm_cvtepi32_ps(_mm_srai_epi32(_mm_unpacklo_epi16(value16, value16), 24)) }; } static Vec4F32 LoadF24x3_One(const uint32_t *src) { alignas(16) static const uint32_t mask[4] = { 0xFFFFFFFF, 0xFFFFFFFF, 0xFFFFFFFF, 0x0 }; alignas(16) static const float onelane3[4] = { 0.0f, 0.0f, 0.0f, 1.0f }; __m128 value = _mm_castsi128_ps(_mm_slli_epi32(_mm_loadu_si128((const __m128i *)src), 8)); return Vec4F32{ _mm_or_ps(_mm_and_ps(value, _mm_load_ps((const float *)mask)), _mm_load_ps(onelane3)) }; } static Vec4F32 FromVec4S32(Vec4S32 other) { return Vec4F32{ _mm_cvtepi32_ps(other.v) }; } Vec4F32 operator +(Vec4F32 other) const { return Vec4F32{ _mm_add_ps(v, other.v) }; } Vec4F32 operator -(Vec4F32 other) const { return Vec4F32{ _mm_sub_ps(v, other.v) }; } Vec4F32 operator *(Vec4F32 other) const { return Vec4F32{ _mm_mul_ps(v, other.v) }; } Vec4F32 Min(Vec4F32 other) const { return Vec4F32{ _mm_min_ps(v, other.v) }; } Vec4F32 Max(Vec4F32 other) const { return Vec4F32{ _mm_max_ps(v, other.v) }; } void operator +=(Vec4F32 other) { v = _mm_add_ps(v, other.v); } void operator -=(Vec4F32 other) { v = _mm_sub_ps(v, other.v); } void operator *=(Vec4F32 other) { v = _mm_mul_ps(v, other.v); } void operator /=(Vec4F32 other) { v = _mm_div_ps(v, other.v); } void operator &=(Vec4S32 other) { v = _mm_and_ps(v, _mm_castsi128_ps(other.v)); } Vec4F32 operator *(float f) const { return Vec4F32{ _mm_mul_ps(v, _mm_set1_ps(f)) }; } // NOTE: May be slow. float operator[](size_t index) const { return ((float *)&v)[index]; } Vec4F32 Mul(float f) const { return Vec4F32{ _mm_mul_ps(v, _mm_set1_ps(f)) }; } Vec4F32 RecipApprox() const { return Vec4F32{ _mm_rcp_ps(v) }; } Vec4F32 Recip() const { return Vec4F32{ _mm_div_ps(_mm_set1_ps(1.0f), v) }; } Vec4F32 Clamp(float lower, float higher) { return Vec4F32{ _mm_min_ps(_mm_max_ps(v, _mm_set1_ps(lower)), _mm_set1_ps(higher)) }; } Vec4F32 WithLane3Zero() const { alignas(16) static const uint32_t mask[4] = { 0xFFFFFFFF, 0xFFFFFFFF, 0xFFFFFFFF, 0x0 }; return Vec4F32{ _mm_and_ps(v, _mm_load_ps((const float *)mask)) }; } Vec4F32 WithLane3One() const { alignas(16) static const uint32_t mask[4] = { 0xFFFFFFFF, 0xFFFFFFFF, 0xFFFFFFFF, 0x0 }; alignas(16) static const float onelane3[4] = { 0.0f, 0.0f, 0.0f, 1.0f }; return Vec4F32{ _mm_or_ps(_mm_and_ps(v, _mm_load_ps((const float *)mask)), _mm_load_ps((const float *)onelane3)) }; } inline Vec4F32 AsVec3ByMatrix44(const Mat4F32 &m) { return Vec4F32{ _mm_add_ps( _mm_add_ps( _mm_mul_ps(m.col0, _mm_shuffle_ps(v, v, _MM_SHUFFLE(0, 0, 0, 0))), _mm_mul_ps(m.col1, _mm_shuffle_ps(v, v, _MM_SHUFFLE(1, 1, 1, 1))) ), _mm_add_ps( _mm_mul_ps(m.col2, _mm_shuffle_ps(v, v, _MM_SHUFFLE(2, 2, 2, 2))), m.col3) ) }; } static void Transpose(Vec4F32 &col0, Vec4F32 &col1, Vec4F32 &col2, Vec4F32 &col3) { _MM_TRANSPOSE4_PS(col0.v, col1.v, col2.v, col3.v); } // This is here because ARM64 can do this very efficiently. static void LoadTranspose(const float *src, Vec4F32 &col0, Vec4F32 &col1, Vec4F32 &col2, Vec4F32 &col3) { col0.v = _mm_loadu_ps(src); col1.v = _mm_loadu_ps(src + 4); col2.v = _mm_loadu_ps(src + 8); col3.v = _mm_loadu_ps(src + 12); _MM_TRANSPOSE4_PS(col0.v, col1.v, col2.v, col3.v); } Vec4S32 CompareEq(Vec4F32 other) const { return Vec4S32{ _mm_castps_si128(_mm_cmpeq_ps(v, other.v)) }; } Vec4S32 CompareLt(Vec4F32 other) const { return Vec4S32{ _mm_castps_si128(_mm_cmplt_ps(v, other.v)) }; } Vec4S32 CompareGt(Vec4F32 other) const { return Vec4S32{ _mm_castps_si128(_mm_cmpgt_ps(v, other.v)) }; } }; inline Vec4S32 Vec4S32FromF32(Vec4F32 f) { return Vec4S32{ _mm_cvttps_epi32(f.v) }; } inline Vec4F32 Vec4F32FromS32(Vec4S32 f) { return Vec4F32{ _mm_cvtepi32_ps(f.v) }; } inline bool AnyZeroSignBit(Vec4F32 value) { return _mm_movemask_ps(value.v) != 0xF; } // Make sure the W component of scale is 1.0f. inline void ScaleInplace(Mat4F32 &m, Vec4F32 scale) { m.col0 = _mm_mul_ps(m.col0, scale.v); m.col1 = _mm_mul_ps(m.col1, scale.v); m.col2 = _mm_mul_ps(m.col2, scale.v); m.col3 = _mm_mul_ps(m.col3, scale.v); } inline void TranslateAndScaleInplace(Mat4F32 &m, Vec4F32 scale, Vec4F32 translate) { m.col0 = _mm_add_ps(_mm_mul_ps(m.col0, scale.v), _mm_mul_ps(translate.v, _mm_shuffle_ps(m.col0, m.col0, _MM_SHUFFLE(3,3,3,3)))); m.col1 = _mm_add_ps(_mm_mul_ps(m.col1, scale.v), _mm_mul_ps(translate.v, _mm_shuffle_ps(m.col1, m.col1, _MM_SHUFFLE(3,3,3,3)))); m.col2 = _mm_add_ps(_mm_mul_ps(m.col2, scale.v), _mm_mul_ps(translate.v, _mm_shuffle_ps(m.col2, m.col2, _MM_SHUFFLE(3,3,3,3)))); m.col3 = _mm_add_ps(_mm_mul_ps(m.col3, scale.v), _mm_mul_ps(translate.v, _mm_shuffle_ps(m.col3, m.col3, _MM_SHUFFLE(3,3,3,3)))); } struct Vec4U16 { __m128i v; // we only use the lower 64 bits. static Vec4U16 Zero() { return Vec4U16{ _mm_setzero_si128() }; } // static Vec4U16 AllOnes() { return Vec4U16{ _mm_cmpeq_epi16(_mm_setzero_si128(), _mm_setzero_si128()) }; } static Vec4U16 Load(const uint16_t *mem) { return Vec4U16{ _mm_loadl_epi64((__m128i *)mem) }; } void Store(uint16_t *mem) { _mm_storel_epi64((__m128i *)mem, v); } // NOTE: 16-bit signed saturation! Will work for a lot of things, but not all. static Vec4U16 FromVec4S32(Vec4S32 v) { return Vec4U16{ _mm_packu_epi32_SSE2(v.v)}; } static Vec4U16 FromVec4F32(Vec4F32 v) { return Vec4U16{ _mm_packu_epi32_SSE2(_mm_cvtps_epi32(v.v)) }; } Vec4U16 operator |(Vec4U16 other) const { return Vec4U16{ _mm_or_si128(v, other.v) }; } Vec4U16 operator &(Vec4U16 other) const { return Vec4U16{ _mm_and_si128(v, other.v) }; } Vec4U16 operator ^(Vec4U16 other) const { return Vec4U16{ _mm_xor_si128(v, other.v) }; } Vec4U16 Max(Vec4U16 other) const { return Vec4U16{ _mm_max_epu16_SSE2(v, other.v) }; } Vec4U16 Min(Vec4U16 other) const { return Vec4U16{ _mm_min_epu16_SSE2(v, other.v) }; } Vec4U16 CompareLT(Vec4U16 other) { return Vec4U16{ _mm_cmplt_epu16(v, other.v) }; } inline Vec4U16 AndNot(Vec4U16 inverted) { return Vec4U16{ _mm_andnot_si128(inverted.v, v) // NOTE: with _mm_andnot, the first parameter is inverted, and then and is performed. }; } }; struct Vec8U16 { __m128i v; static Vec8U16 Zero() { return Vec8U16{ _mm_setzero_si128() }; } static Vec8U16 Splat(uint16_t value) { return Vec8U16{ _mm_set1_epi16((int16_t)value) }; } static Vec8U16 Load(const uint16_t *mem) { return Vec8U16{ _mm_loadu_si128((__m128i *)mem) }; } void Store(uint16_t *mem) { _mm_storeu_si128((__m128i *)mem, v); } }; inline Vec4U16 SignBits32ToMaskU16(Vec4S32 v) { __m128i temp = _mm_srai_epi32(v.v, 31); return Vec4U16 { _mm_packs_epi32(temp, temp) }; } #elif PPSSPP_ARCH(ARM_NEON) struct Mat4F32 { Mat4F32() {} Mat4F32(const float *matrix) { col0 = vld1q_f32(matrix); col1 = vld1q_f32(matrix + 4); col2 = vld1q_f32(matrix + 8); col3 = vld1q_f32(matrix + 12); } void Store(float *m) { vst1q_f32(m, col0); vst1q_f32(m + 4, col1); vst1q_f32(m + 8, col2); vst1q_f32(m + 12, col3); } // Unlike the old one, this one is careful about not loading out-of-range data. // The last two loads overlap. static Mat4F32 Load4x3(const float *m) { Mat4F32 result; result.col0 = vsetq_lane_f32(0.0f, vld1q_f32(m), 3); result.col1 = vsetq_lane_f32(0.0f, vld1q_f32(m + 3), 3); result.col2 = vsetq_lane_f32(0.0f, vld1q_f32(m + 6), 3); result.col3 = vsetq_lane_f32(1.0f, vld1q_f32(m + 9), 3); // TODO: Fix this out of bounds read return result; } float32x4_t col0; float32x4_t col1; float32x4_t col2; float32x4_t col3; }; // The columns are spread out between the data*. This is just intermediate storage for multiplication. struct Mat4x3F32 { Mat4x3F32(const float *matrix) { data0 = vld1q_f32(matrix); data1 = vld1q_f32(matrix + 4); data2 = vld1q_f32(matrix + 8); } float32x4_t data0; float32x4_t data1; float32x4_t data2; }; inline Mat4F32 Mul4x4By4x4(Mat4F32 a, Mat4F32 b) { Mat4F32 result; float32x4_t r_col = vmulq_laneq_f32(b.col0, a.col0, 0); r_col = vfmaq_laneq_f32(r_col, b.col1, a.col0, 1); r_col = vfmaq_laneq_f32(r_col, b.col2, a.col0, 2); result.col0 = vfmaq_laneq_f32(r_col, b.col3, a.col0, 3); r_col = vmulq_laneq_f32(b.col0, a.col1, 0); r_col = vfmaq_laneq_f32(r_col, b.col1, a.col1, 1); r_col = vfmaq_laneq_f32(r_col, b.col2, a.col1, 2); result.col1 = vfmaq_laneq_f32(r_col, b.col3, a.col1, 3); r_col = vmulq_laneq_f32(b.col0, a.col2, 0); r_col = vfmaq_laneq_f32(r_col, b.col1, a.col2, 1); r_col = vfmaq_laneq_f32(r_col, b.col2, a.col2, 2); result.col2 = vfmaq_laneq_f32(r_col, b.col3, a.col2, 3); r_col = vmulq_laneq_f32(b.col0, a.col3, 0); r_col = vfmaq_laneq_f32(r_col, b.col1, a.col3, 1); r_col = vfmaq_laneq_f32(r_col, b.col2, a.col3, 2); result.col3 = vfmaq_laneq_f32(r_col, b.col3, a.col3, 3); return result; } inline Mat4F32 Mul4x3By4x4(Mat4x3F32 a, Mat4F32 b) { Mat4F32 result; float32x4_t r_col = vmulq_laneq_f32(b.col0, a.data0, 0); r_col = vfmaq_laneq_f32(r_col, b.col1, a.data0, 1); result.col0 = vfmaq_laneq_f32(r_col, b.col2, a.data0, 2); r_col = vmulq_laneq_f32(b.col0, a.data0, 3); r_col = vfmaq_laneq_f32(r_col, b.col1, a.data1, 0); result.col1 = vfmaq_laneq_f32(r_col, b.col2, a.data1, 1); r_col = vmulq_laneq_f32(b.col0, a.data1, 2); r_col = vfmaq_laneq_f32(r_col, b.col1, a.data1, 3); result.col2 = vfmaq_laneq_f32(r_col, b.col2, a.data2, 0); r_col = vmulq_laneq_f32(b.col0, a.data2, 1); r_col = vfmaq_laneq_f32(r_col, b.col1, a.data2, 2); r_col = vfmaq_laneq_f32(r_col, b.col2, a.data2, 3); // The last entry has an implied 1.0f. result.col3 = vaddq_f32(r_col, b.col3); return result; } struct Vec4S32 { int32x4_t v; static Vec4S32 Zero() { return Vec4S32{ vdupq_n_s32(0) }; } static Vec4S32 Splat(int lane) { return Vec4S32{ vdupq_n_s32(lane) }; } static Vec4S32 Load(const int *src) { return Vec4S32{ vld1q_s32(src) }; } static Vec4S32 LoadAligned(const int *src) { return Vec4S32{ vld1q_s32(src) }; } void Store(int *dst) { vst1q_s32(dst, v); } void Store2(int *dst) { vst1_s32(dst, vget_low_s32(v)); } void StoreAligned(int *dst) { vst1q_s32(dst, v); } // Warning: Unlike on x86, this is a full 32-bit multiplication. Vec4S32 Mul16(Vec4S32 other) const { return Vec4S32{ vmulq_s32(v, other.v) }; } Vec4S32 SignExtend16() const { return Vec4S32{ vshrq_n_s32(vshlq_n_s32(v, 16), 16) }; } // NOTE: These can be done in sequence, but when done, you must FixupAfterMinMax to get valid output (on SSE2 at least). Vec4S32 Min16(Vec4S32 other) const { return Vec4S32{ vminq_s32(v, other.v) }; } Vec4S32 Max16(Vec4S32 other) const { return Vec4S32{ vmaxq_s32(v, other.v) }; } Vec4S32 FixupAfterMinMax() const { return Vec4S32{ v }; } // NOTE: May be slow. int operator[](size_t index) const { return ((int *)&v)[index]; } Vec4S32 operator +(Vec4S32 other) const { return Vec4S32{ vaddq_s32(v, other.v) }; } Vec4S32 operator -(Vec4S32 other) const { return Vec4S32{ vsubq_s32(v, other.v) }; } Vec4S32 operator *(Vec4S32 other) const { return Vec4S32{ vmulq_s32(v, other.v) }; } Vec4S32 operator |(Vec4S32 other) const { return Vec4S32{ vorrq_s32(v, other.v) }; } Vec4S32 operator &(Vec4S32 other) const { return Vec4S32{ vandq_s32(v, other.v) }; } Vec4S32 operator ^(Vec4S32 other) const { return Vec4S32{ veorq_s32(v, other.v) }; } Vec4S32 AndNot(Vec4S32 inverted) const { return Vec4S32{ vandq_s32(v, vmvnq_s32(inverted.v))}; } Vec4S32 Mul(Vec4S32 other) const { return Vec4S32{ vmulq_s32(v, other.v) }; } void operator &=(Vec4S32 other) { v = vandq_s32(v, other.v); } template Vec4S32 Shl() const { return Vec4S32{ vshlq_n_s32(v, imm) }; } void operator +=(Vec4S32 other) { v = vaddq_s32(v, other.v); } void operator -=(Vec4S32 other) { v = vsubq_s32(v, other.v); } Vec4S32 CompareEq(Vec4S32 other) const { return Vec4S32{ vceqq_s32(v, other.v) }; } Vec4S32 CompareLt(Vec4S32 other) const { return Vec4S32{ vcltq_s32(v, other.v) }; } Vec4S32 CompareGt(Vec4S32 other) const { return Vec4S32{ vcgtq_s32(v, other.v) }; } Vec4S32 CompareGtZero() const { return Vec4S32{ vcgtq_s32(v, vdupq_n_s32(0)) }; } }; struct Vec4F32 { float32x4_t v; static Vec4F32 Zero() { return Vec4F32{ vdupq_n_f32(0.0f) }; } static Vec4F32 Splat(float lane) { return Vec4F32{ vdupq_n_f32(lane) }; } static Vec4F32 Load(const float *src) { return Vec4F32{ vld1q_f32(src) }; } static Vec4F32 LoadAligned(const float *src) { return Vec4F32{ vld1q_f32(src) }; } void Store(float *dst) { vst1q_f32(dst, v); } void Store2(float *dst) { vst1_f32(dst, vget_low_f32(v)); } void StoreAligned(float *dst) { vst1q_f32(dst, v); } void Store3(float *dst) { // TODO: There might be better ways. Try to avoid this when possible. vst1_f32(dst, vget_low_f32(v)); dst[2] = vgetq_lane_f32(v, 2); } static Vec4F32 LoadVec2(const float *src) { return Vec4F32{ vcombine_f32(vld1_f32(src), vdup_n_f32(0.0f)) }; } // TODO: Feels like there should be a better way. static Vec4F32 LoadConvertS16(const int16_t *src) { int16x4_t value = vld1_s16(src); return Vec4F32{ vcvtq_f32_s32(vmovl_s16(value)) }; } static Vec4F32 LoadConvertS8(const int8_t *src) { // Note: will load 8 bytes, not 4. Only the first 4 bytes will be used. int8x8_t value = vld1_s8(src); int16x4_t value16 = vget_low_s16(vmovl_s8(value)); return Vec4F32{ vcvtq_f32_s32(vmovl_s16(value16)) }; } static Vec4F32 LoadF24x3_One(const uint32_t *src) { return Vec4F32{ vsetq_lane_f32(1.0f, vreinterpretq_f32_u32(vshlq_n_u32(vld1q_u32(src), 8)), 3) }; } static Vec4F32 FromVec4S32(Vec4S32 other) { return Vec4F32{ vcvtq_f32_s32(other.v) }; } // NOTE: May be slow. float operator[](size_t index) const { return ((float *)&v)[index]; } Vec4F32 operator +(Vec4F32 other) const { return Vec4F32{ vaddq_f32(v, other.v) }; } Vec4F32 operator -(Vec4F32 other) const { return Vec4F32{ vsubq_f32(v, other.v) }; } Vec4F32 operator *(Vec4F32 other) const { return Vec4F32{ vmulq_f32(v, other.v) }; } Vec4F32 Min(Vec4F32 other) const { return Vec4F32{ vminq_f32(v, other.v) }; } Vec4F32 Max(Vec4F32 other) const { return Vec4F32{ vmaxq_f32(v, other.v) }; } void operator +=(Vec4F32 other) { v = vaddq_f32(v, other.v); } void operator -=(Vec4F32 other) { v = vsubq_f32(v, other.v); } void operator *=(Vec4F32 other) { v = vmulq_f32(v, other.v); } void operator /=(Vec4F32 other) { v = vmulq_f32(v, other.Recip().v); } void operator &=(Vec4S32 other) { v = vreinterpretq_f32_s32(vandq_s32(vreinterpretq_s32_f32(v), other.v)); } Vec4F32 operator *(float f) const { return Vec4F32{ vmulq_f32(v, vdupq_n_f32(f)) }; } Vec4F32 Mul(float f) const { return Vec4F32{ vmulq_f32(v, vdupq_n_f32(f)) }; } Vec4F32 Recip() const { float32x4_t recip = vrecpeq_f32(v); // Use a couple Newton-Raphson steps to refine the estimate. // To save one iteration at the expense of accuracy, use RecipApprox(). recip = vmulq_f32(vrecpsq_f32(v, recip), recip); recip = vmulq_f32(vrecpsq_f32(v, recip), recip); return Vec4F32{ recip }; } Vec4F32 RecipApprox() const { float32x4_t recip = vrecpeq_f32(v); // To approximately match the precision of x86-64's rcpps, do a single iteration. recip = vmulq_f32(vrecpsq_f32(v, recip), recip); return Vec4F32{ recip }; } Vec4F32 Clamp(float lower, float higher) { return Vec4F32{ vminq_f32(vmaxq_f32(v, vdupq_n_f32(lower)), vdupq_n_f32(higher)) }; } Vec4F32 WithLane3Zero() const { return Vec4F32{ vsetq_lane_f32(0.0f, v, 3) }; } Vec4F32 WithLane3One() const { return Vec4F32{ vsetq_lane_f32(1.0f, v, 3) }; } Vec4S32 CompareEq(Vec4F32 other) const { return Vec4S32{ vreinterpretq_s32_u32(vceqq_f32(v, other.v)) }; } Vec4S32 CompareLt(Vec4F32 other) const { return Vec4S32{ vreinterpretq_s32_u32(vcltq_f32(v, other.v)) }; } Vec4S32 CompareGt(Vec4F32 other) const { return Vec4S32{ vreinterpretq_s32_u32(vcgtq_f32(v, other.v)) }; } Vec4S32 CompareLe(Vec4F32 other) const { return Vec4S32{ vreinterpretq_s32_u32(vcleq_f32(v, other.v)) }; } Vec4S32 CompareGe(Vec4F32 other) const { return Vec4S32{ vreinterpretq_s32_u32(vcgeq_f32(v, other.v)) }; } // One of many possible solutions. Sometimes we could also use vld4q_f32 probably.. static void Transpose(Vec4F32 &col0, Vec4F32 &col1, Vec4F32 &col2, Vec4F32 &col3) { #if PPSSPP_ARCH(ARM64_NEON) // Only works on ARM64 float32x4_t temp0 = vzip1q_f32(col0.v, col2.v); float32x4_t temp1 = vzip2q_f32(col0.v, col2.v); float32x4_t temp2 = vzip1q_f32(col1.v, col3.v); float32x4_t temp3 = vzip2q_f32(col1.v, col3.v); col0.v = vzip1q_f32(temp0, temp2); col1.v = vzip2q_f32(temp0, temp2); col2.v = vzip1q_f32(temp1, temp3); col3.v = vzip2q_f32(temp1, temp3); #else float32x4x2_t col01 = vtrnq_f32(col0.v, col1.v); float32x4x2_t col23 = vtrnq_f32(col2.v, col3.v); col0.v = vcombine_f32(vget_low_f32(col01.val[0]), vget_low_f32(col23.val[0])); col1.v = vcombine_f32(vget_low_f32(col01.val[1]), vget_low_f32(col23.val[1])); col2.v = vcombine_f32(vget_high_f32(col01.val[0]), vget_high_f32(col23.val[0])); col3.v = vcombine_f32(vget_high_f32(col01.val[1]), vget_high_f32(col23.val[1])); #endif } static void LoadTranspose(const float *src, Vec4F32 &col0, Vec4F32 &col1, Vec4F32 &col2, Vec4F32 &col3) { // The optimizer hopefully gets rid of the copies below. float32x4x4_t r = vld4q_f32(src); col0.v = r.val[0]; col1.v = r.val[1]; col2.v = r.val[2]; col3.v = r.val[3]; } inline Vec4F32 AsVec3ByMatrix44(const Mat4F32 &m) { #if PPSSPP_ARCH(ARM64_NEON) float32x4_t sum = vaddq_f32( vaddq_f32(vmulq_laneq_f32(m.col0, v, 0), vmulq_laneq_f32(m.col1, v, 1)), vaddq_f32(vmulq_laneq_f32(m.col2, v, 2), m.col3)); #else float32x4_t sum = vaddq_f32( vaddq_f32(vmulq_lane_f32(m.col0, vget_low_f32(v), 0), vmulq_lane_f32(m.col1, vget_low_f32(v), 1)), vaddq_f32(vmulq_lane_f32(m.col2, vget_high_f32(v), 0), m.col3)); #endif return Vec4F32{ sum }; } }; inline Vec4S32 Vec4S32FromF32(Vec4F32 f) { return Vec4S32{ vcvtq_s32_f32(f.v) }; } inline Vec4F32 Vec4F32FromS32(Vec4S32 s) { return Vec4F32{ vcvtq_f32_s32(s.v) }; } // Make sure the W component of scale is 1.0f. inline void ScaleInplace(Mat4F32 &m, Vec4F32 scale) { m.col0 = vmulq_f32(m.col0, scale.v); m.col1 = vmulq_f32(m.col1, scale.v); m.col2 = vmulq_f32(m.col2, scale.v); m.col3 = vmulq_f32(m.col3, scale.v); } // Make sure the W component of scale is 1.0f, and the W component of translate should be 0. inline void TranslateAndScaleInplace(Mat4F32 &m, Vec4F32 scale, Vec4F32 translate) { m.col0 = vaddq_f32(vmulq_f32(m.col0, scale.v), vmulq_laneq_f32(translate.v, m.col0, 3)); m.col1 = vaddq_f32(vmulq_f32(m.col1, scale.v), vmulq_laneq_f32(translate.v, m.col1, 3)); m.col2 = vaddq_f32(vmulq_f32(m.col2, scale.v), vmulq_laneq_f32(translate.v, m.col2, 3)); m.col3 = vaddq_f32(vmulq_f32(m.col3, scale.v), vmulq_laneq_f32(translate.v, m.col3, 3)); } inline bool AnyZeroSignBit(Vec4S32 value) { // Very suboptimal, let's optimize later. int32x2_t prod = vand_s32(vget_low_s32(value.v), vget_high_s32(value.v)); int mask = vget_lane_s32(prod, 0) & vget_lane_s32(prod, 1); return (mask & 0x80000000) == 0; } inline bool AnyZeroSignBit(Vec4F32 value) { int32x4_t ival = vreinterpretq_s32_f32(value.v); int32x2_t prod = vand_s32(vget_low_s32(ival), vget_high_s32(ival)); int mask = vget_lane_s32(prod, 0) & vget_lane_s32(prod, 1); return (mask & 0x80000000) == 0; } struct Vec4U16 { uint16x4_t v; // 64 bits. static Vec4U16 Zero() { return Vec4U16{ vdup_n_u16(0) }; } static Vec4U16 Splat(uint16_t value) { return Vec4U16{ vdup_n_u16(value) }; } static Vec4U16 Load(const uint16_t *mem) { return Vec4U16{ vld1_u16(mem) }; } void Store(uint16_t *mem) { vst1_u16(mem, v); } static Vec4U16 FromVec4S32(Vec4S32 v) { return Vec4U16{ vmovn_u32(vreinterpretq_u32_s32(v.v)) }; } static Vec4U16 FromVec4F32(Vec4F32 v) { return Vec4U16{ vmovn_u32(vreinterpretq_u32_s32(vcvtq_s32_f32(v.v))) }; } Vec4U16 operator |(Vec4U16 other) const { return Vec4U16{ vorr_u16(v, other.v) }; } Vec4U16 operator &(Vec4U16 other) const { return Vec4U16{ vand_u16(v, other.v) }; } Vec4U16 operator ^(Vec4U16 other) const { return Vec4U16{ veor_u16(v, other.v) }; } Vec4U16 Max(Vec4U16 other) const { return Vec4U16{ vmax_u16(v, other.v) }; } Vec4U16 Min(Vec4U16 other) const { return Vec4U16{ vmin_u16(v, other.v) }; } Vec4U16 CompareLT(Vec4U16 other) { return Vec4U16{ vclt_u16(v, other.v) }; } Vec4U16 AndNot(Vec4U16 inverted) { return Vec4U16{ vand_u16(v, vmvn_u16(inverted.v)) }; } }; inline Vec4U16 SignBits32ToMaskU16(Vec4S32 v) { int32x4_t sign_mask = vshrq_n_s32(v.v, 31); uint16x4_t result = vreinterpret_u16_s16(vmovn_s32(sign_mask)); return Vec4U16{ result }; } struct Vec8U16 { uint16x8_t v; static Vec8U16 Zero() { return Vec8U16{ vdupq_n_u16(0) }; } static Vec8U16 Splat(uint16_t value) { return Vec8U16{ vdupq_n_u16(value) }; } static Vec8U16 Load(const uint16_t *mem) { return Vec8U16{ vld1q_u16(mem) }; } void Store(uint16_t *mem) { vst1q_u16(mem, v); } }; #else struct Vec4S32 { s32 v[4]; Vec4S32 operator +(Vec4S32 other) const { return Vec4S32{ { v[0] + other.v[0], v[1] + other.v[1], v[2] + other.v[2], v[3] + other.v[3], } }; } Vec4S32 operator -(Vec4S32 other) const { return Vec4S32{ { v[0] - other.v[0], v[1] - other.v[1], v[2] - other.v[2], v[3] - other.v[3], } }; } }; #endif