hello, Do you have any information on the handling of sparse matrix with MPS and PyTorch? release date? ...

hi i want create a commande line tool for arm64 et intel x86-64 Xcode 16 macbook pro M3 my setting : and but my application compile only for arm64 who can explain to me ?

hi Question is in the title.. do we already know the length of the vectors? best regards

hello, I would like to run benchmarks on p-cores vs e-cores, I suspect a difference of more than 50% is it possible to choose your processor (P or E) to run your program? nice day

hi i dont know if i post in a good section. i have crash without message in console only error 34 311 what does this code mean? erreur -311 smFHBlkDispErr : an error occurred during _sDisposePtr (suppression du bloc FHeader). erreur -34 dskFulErr : full disk or is this something else? thank

Do you know any software that indicates the frequency of the cores in real time? the macbook pro adapts the frequency of the cores according to the load/temperature it seems to me thank

hello, i wrote a method with Neon for accelerate my code.. I don't have the expected result only simples instructions and, or, shift... on 64bits no gain speed. nada :-( i dont understand... how programm this method for speed? original code : unsigned long long RXBitBoard::get_legal_moves(const unsigned long long p_discs, const unsigned long long o_discs) { const unsigned long long inner_o_discs = o_discs & 0x7E7E7E7E7E7E7E7EULL; /* direction W */ unsigned long long flipped = (p_discs >> 1) & inner_o_discs; flipped |= (flipped >> 1) & inner_o_discs; unsigned long long adjacent_o_discs = inner_o_discs & (inner_o_discs >> 1); flipped |= (flipped >> 2) & adjacent_o_discs; flipped |= (flipped >> 2) & adjacent_o_discs; unsigned long long legals = flipped >> 1; // /* direction _E*/ // flipped = (p_discs << 1) & inner_o_discs; // flipped |= (flipped << 1) & inner_o_discs; // // adjacent_o_discs = inner_o_discs & (inner_o_discs << 1); // // flipped |= (flipped << 2) & adjacent_o_discs; // flipped |= (flipped << 2) & adjacent_o_discs; // // legals |= flipped << 1; // trick /* direction _E */ flipped = (p_discs << 1); legals |= ((flipped + inner_o_discs) & ~flipped); /* direction S */ flipped = (p_discs >> 8) & o_discs; flipped |= (flipped >> 8) & o_discs; adjacent_o_discs = o_discs & (o_discs >> 8); flipped |= (flipped >> 16) & adjacent_o_discs; flipped |= (flipped >> 16) & adjacent_o_discs; legals |= flipped >> 8; /* direction N */ flipped = (p_discs << 8) & o_discs; flipped |= (flipped << 8) & o_discs; adjacent_o_discs = o_discs & (o_discs << 8); flipped |= (flipped << 16) & adjacent_o_discs; flipped |= (flipped << 16) & adjacent_o_discs; legals |= flipped << 8; /* direction NE */ flipped = (p_discs >> 7) & inner_o_discs; flipped |= (flipped >> 7) & inner_o_discs; adjacent_o_discs = inner_o_discs & (inner_o_discs >> 7); flipped |= (flipped >> 14) & adjacent_o_discs; flipped |= (flipped >> 14) & adjacent_o_discs; legals |= flipped >> 7; /* direction SW */ flipped = (p_discs << 7) & inner_o_discs; flipped |= (flipped << 7) & inner_o_discs; adjacent_o_discs = inner_o_discs & (inner_o_discs << 7); flipped |= (flipped << 14) & adjacent_o_discs; flipped |= (flipped << 14) & adjacent_o_discs; legals |= flipped << 7; /* direction NW */ flipped = (p_discs >> 9) & inner_o_discs; flipped |= (flipped >> 9) & inner_o_discs; adjacent_o_discs = inner_o_discs & (inner_o_discs >> 9); flipped |= (flipped >> 18) & adjacent_o_discs; flipped |= (flipped >> 18) & adjacent_o_discs; legals |= flipped >> 9; /* direction SE */ flipped = (p_discs << 9) & inner_o_discs; flipped |= (flipped << 9) & inner_o_discs; adjacent_o_discs = inner_o_discs & (inner_o_discs << 9); flipped |= (flipped << 18) & adjacent_o_discs; flipped |= (flipped << 18) & adjacent_o_discs; legals |= flipped << 9; //Removes existing discs legals &= ~(p_discs | o_discs); return legals; } my neon code const uint64x2_t pp_discs = vdupq_n_u64(p_discs); const uint64x2_t oo_discs = vdupq_n_u64(o_discs); const uint64x2_t inner_oo_discs = vdupq_n_u64(o_discs & 0x7E7E7E7E7E7E7E7EULL); //horizontals directions -1, +1 static const int64x2_t shift_1 = {-1, 1}; static const int64x2_t shift_2 = {-2, 2}; uint64x2_t flipped = vandq_u64(vshlq_u64(pp_discs, shift_1), inner_oo_discs); flipped = vorrq_u64(flipped, vandq_u64(vshlq_u64(flipped, shift_1), inner_oo_discs)); uint64x2_t adjacent_oo_discs = vandq_u64(inner_oo_discs, vshlq_u64(inner_oo_discs, shift_1)); flipped = vorrq_u64(flipped, vandq_u64(vshlq_u64(flipped, shift_2), adjacent_oo_discs)); flipped = vorrq_u64(flipped, vandq_u64(vshlq_u64(flipped, shift_2), adjacent_oo_discs)); uint64x2_t legals = vshlq_u64(flipped, shift_1); //verticals directions -8 , +8 static const int64x2_t shift_8 = {-8, 8}; static const int64x2_t shift_16 = {-16, 16}; flipped = vandq_u64(vshlq_u64(pp_discs, shift_8), oo_discs); flipped = vorrq_u64(flipped, vandq_u64(vshlq_u64(flipped, shift_8), oo_discs)); adjacent_oo_discs = vandq_u64(oo_discs, vshlq_u64(oo_discs, shift_8)); flipped = vorrq_u64(flipped, vandq_u64(vshlq_u64(flipped, shift_16), adjacent_oo_discs)); flipped = vorrq_u64(flipped, vandq_u64(vshlq_u64(flipped, shift_16), adjacent_oo_discs)); legals = vorrq_u64(legals, vshlq_u64(flipped, shift_8)); //diagonals directions -7 , +7 static const int64x2_t shift_7 = {-7, 7}; static const int64x2_t shift_14 = {-14, 14}; flipped = vandq_u64(vshlq_u64(pp_discs, shift_7), inner_oo_discs); flipped = vorrq_u64(flipped, vandq_u64(vshlq_u64(flipped, shift_7), inner_oo_discs)); adjacent_oo_discs = vandq_u64(inner_oo_discs, vshlq_u64(inner_oo_discs, shift_7)); flipped = vorrq_u64(flipped, vandq_u64(vshlq_u64(flipped, shift_14), adjacent_oo_discs)); flipped = vorrq_u64(flipped, vandq_u64(vshlq_u64(flipped, shift_14), adjacent_oo_discs)); legals = vorrq_u64(legals, vshlq_u64(flipped, shift_7)); //diagonals directions -9 , +9 static const int64x2_t shift_9 = {-9, 9}; static const int64x2_t shift_18 = {-18, 18}; flipped = vandq_u64(vshlq_u64(pp_discs, shift_9), inner_oo_discs); flipped = vorrq_u64(flipped, vandq_u64(vshlq_u64(flipped, shift_9), inner_oo_discs)); adjacent_oo_discs = vandq_u64(inner_oo_discs, vshlq_u64(inner_oo_discs, shift_9)); flipped = vorrq_u64(flipped, vandq_u64(vshlq_u64(flipped, shift_18), adjacent_oo_discs)); flipped = vorrq_u64(flipped, vandq_u64(vshlq_u64(flipped, shift_18), adjacent_oo_discs)); legals = vorrq_u64(legals, vshlq_u64(flipped, shift_9)); return ((vgetq_lane_u64(legals, 0) | vgetq_lane_u64(legals, 1)) & ~(p_discs | o_discs)); } i even wrote a interleave version I can expect a speed gain, no?

Hi, is there an intrinsic instruction to shift a vector from another a shift vector? thank

hello, i have this error : error: accessing build database "/Users/.../Build/Intermediates.noindex/XCBuildData/build.db": disk I/O error only if i use a custom paths for derived data... how to fix it

I'm looking to do conditional programming with NEON. I try the __ARN_NEON tag. it doesn't work can you help me?