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pr for testing AVX512 #5

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83 changes: 62 additions & 21 deletions src/nnue/nnue_feature_transformer.h
Original file line number Diff line number Diff line change
Expand Up @@ -124,8 +124,7 @@ using psqt_vec_t = int32x4_t;
#define vec_add_16(a, b) vaddq_s16(a, b)
#define vec_sub_16(a, b) vsubq_s16(a, b)
#define vec_mulhi_16(a, b) vqdmulhq_s16(a, b)
#define vec_zero() \
vec_t { 0 }
#define vec_zero() vec_t{0}
#define vec_set_16(a) vdupq_n_s16(a)
#define vec_max_16(a, b) vmaxq_s16(a, b)
#define vec_min_16(a, b) vminq_s16(a, b)
Expand All @@ -135,8 +134,7 @@ using psqt_vec_t = int32x4_t;
#define vec_store_psqt(a, b) *(a) = (b)
#define vec_add_psqt_32(a, b) vaddq_s32(a, b)
#define vec_sub_psqt_32(a, b) vsubq_s32(a, b)
#define vec_zero_psqt() \
psqt_vec_t { 0 }
#define vec_zero_psqt() psqt_vec_t{0}
#define NumRegistersSIMD 16
#define MaxChunkSize 16

Expand Down Expand Up @@ -203,7 +201,7 @@ class SIMDTiling {

// Input feature converter
template<IndexType TransformedFeatureDimensions,
Accumulator<TransformedFeatureDimensions> StateInfo::*accPtr>
Accumulator<TransformedFeatureDimensions> StateInfo::* accPtr>
class FeatureTransformer {

// Number of output dimensions for one side
Expand All @@ -230,14 +228,19 @@ class FeatureTransformer {

static constexpr void order_packs([[maybe_unused]] uint64_t* v) {
#if defined(USE_AVX512) // _mm512_packs_epi16 ordering
uint64_t tmp0 = v[2], tmp1 = v[3];
v[2] = v[8], v[3] = v[9];
v[8] = v[4], v[9] = v[5];
v[4] = tmp0, v[5] = tmp1;
tmp0 = v[6], tmp1 = v[7];
v[6] = v[10], v[7] = v[11];
v[10] = v[12], v[11] = v[13];
v[12] = tmp0, v[13] = tmp1;

std::swap(v[12], v[6]);
std::swap(v[13], v[7]);

std::swap(v[6], v[10]);
std::swap(v[7], v[11]);

std::swap(v[4], v[2]);
std::swap(v[5], v[3]);

std::swap(v[2], v[8]);
std::swap(v[3], v[9]);

#elif defined(USE_AVX2) // _mm256_packs_epi16 ordering
std::swap(v[2], v[4]);
std::swap(v[3], v[5]);
Expand All @@ -246,14 +249,52 @@ class FeatureTransformer {

static constexpr void inverse_order_packs([[maybe_unused]] uint64_t* v) {
#if defined(USE_AVX512) // Inverse _mm512_packs_epi16 ordering
uint64_t tmp0 = v[2], tmp1 = v[3];
v[2] = v[4], v[3] = v[5];
v[4] = v[8], v[5] = v[9];
v[8] = tmp0, v[9] = tmp1;
tmp0 = v[6], tmp1 = v[7];
v[6] = v[12], v[7] = v[13];
v[12] = v[10], v[13] = v[11];
v[10] = tmp0, v[11] = tmp1;

// Here, our goal is to concatenate two 512-bit
// vectors, without changing their order. To do
// this, we reorder the weights every 1024 bits
// by swapping the elements by 64-bit blocks.

// Current _mm512_packs_epi16 order:
// 01 23 45 67 // Vector 0
// 89 AB CD EF // Vector 1
// 01 89 23 AB 45 CD 67 EF // Packed Result

std::swap(v[2], v[8]);
std::swap(v[3], v[9]);

// Current _mm512_packs_epi16 order:
// 01 89 45 67 // Vector 0
// 23 AB CD EF // Vector 1
// 01 23 89 AB 45 CD 67 EF // Packed Result

std::swap(v[4], v[2]);
std::swap(v[5], v[3]);

// Current _mm512_packs_epi16 order:
// 01 45 89 67 // Vector 0
// 23 AB CD EF // Vector 1
// 01 23 45 AB 89 CD 67 EF // Packed Result

std::swap(v[6], v[10]);
std::swap(v[7], v[11]);

// Current _mm512_packs_epi16 order:
// 01 45 89 AB // Vector 0
// 23 67 CD EF // Vector 1
// 01 23 45 67 89 CD AB EF // Packed Result

std::swap(v[12], v[6]); // Now v[6] holds the original v[10]
std::swap(v[13], v[7]); // Now v[7] holds the original v[11]

// clang-format off

// Current _mm512_packs_epi16 order:
// 01 45 89 AB // Vector 0
// 23 67 AB EF // Vector 1
// 01 23 45 67 89 AB CD EF // Packed Result

// clang-format on
#elif defined(USE_AVX2) // Inverse _mm256_packs_epi16 ordering
std::swap(v[2], v[4]);
std::swap(v[3], v[5]);
Expand Down
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