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Brunobkr/llama.cpp_AlgMor24_github

ΩFFFΣLLIa • llama.cpp • AlgMor24 ██████╗ ███████╗███████╗███████╗██╗ ██╗ ██╗ █████╗ ██╔═══██╗██╔════╝██╔════╝██╔════╝██║ ██║ ██║██╔══██╗ ██║ ██║█████╗ █████╗ █████╗ ██║ ██║ ██║███████║ ██║ ██║██╔══╝ ██╔══╝ ██╔══╝ ██║ ██║ ██║██╔══██║ ╚██████╔╝██║ ██║ ███████╗███████╗███████╗██║██║ ██║ ╚═════╝ ╚═╝ ╚═╝ ╚══════╝╚══════╝╚══════╝╚═╝╚═╝ ╚═╝ High-Performance LLM / VLM Inference & Autonomous Agentic Ecosystem… See the full description on the dataset page: https://huggingface.co/datasets/Brunobkr/llama.cpp_AlgMor24_github.

sourceHugging Faceupdated 2mo agoView on Hugging Face
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cl-program-cache.cpp454 linesDownload Raw Back to ggml-opencl
1// Match the version setup ggml-opencl.cpp uses, so any cl.h declarations we2// touch are consistent across this backend's translation units.3#define CL_TARGET_OPENCL_VERSION GGML_OPENCL_TARGET_VERSION4#define CL_USE_DEPRECATED_OPENCL_1_2_APIS5 6#include "cl-program-cache.h"7 8#include "ggml-impl.h"  // GGML_LOG_INFO / WARN9 10#include <cstdint>11#include <cstdio>12#include <cstdlib>13#include <cstring>14#include <filesystem>15#include <fstream>16#include <system_error>17#include <vector>18 19#if defined(_WIN32)20#  ifndef WIN32_LEAN_AND_MEAN21#    define WIN32_LEAN_AND_MEAN22#  endif23#  ifndef NOMINMAX24#    define NOMINMAX25#  endif26#  include <windows.h>27#  include <process.h>28#  define ggml_getpid()    ((int) GetCurrentProcessId())29#else30#  include <unistd.h>31#  define ggml_getpid()    ((int) getpid())32#endif33 34namespace fs = std::filesystem;35 36// ----------------------------------------------------------------------------37// SHA-256 (FIPS 180-4). Self-contained, ~80 lines, public-domain reference.38// Hot path is a few KB of source per kernel ⇒ <1 ms total per process init.39// ----------------------------------------------------------------------------40 41namespace {42 43struct sha256_ctx {44    uint32_t state[8];45    uint64_t bitlen;46    uint8_t  buf[64];47    size_t   buf_len;48};49 50const uint32_t K256[64] = {51    0x428a2f98,0x71374491,0xb5c0fbcf,0xe9b5dba5,0x3956c25b,0x59f111f1,0x923f82a4,0xab1c5ed5,52    0xd807aa98,0x12835b01,0x243185be,0x550c7dc3,0x72be5d74,0x80deb1fe,0x9bdc06a7,0xc19bf174,53    0xe49b69c1,0xefbe4786,0x0fc19dc6,0x240ca1cc,0x2de92c6f,0x4a7484aa,0x5cb0a9dc,0x76f988da,54    0x983e5152,0xa831c66d,0xb00327c8,0xbf597fc7,0xc6e00bf3,0xd5a79147,0x06ca6351,0x14292967,55    0x27b70a85,0x2e1b2138,0x4d2c6dfc,0x53380d13,0x650a7354,0x766a0abb,0x81c2c92e,0x92722c85,56    0xa2bfe8a1,0xa81a664b,0xc24b8b70,0xc76c51a3,0xd192e819,0xd6990624,0xf40e3585,0x106aa070,57    0x19a4c116,0x1e376c08,0x2748774c,0x34b0bcb5,0x391c0cb3,0x4ed8aa4a,0x5b9cca4f,0x682e6ff3,58    0x748f82ee,0x78a5636f,0x84c87814,0x8cc70208,0x90befffa,0xa4506ceb,0xbef9a3f7,0xc67178f2,59};60 61inline uint32_t rotr32(uint32_t x, unsigned n) { return (x >> n) | (x << (32 - n)); }62 63void sha256_compress(uint32_t state[8], const uint8_t block[64]) {64    uint32_t w[64];65    for (int i = 0; i < 16; ++i) {66        w[i] = ((uint32_t)block[i*4    ] << 24) |67               ((uint32_t)block[i*4 + 1] << 16) |68               ((uint32_t)block[i*4 + 2] <<  8) |69               ((uint32_t)block[i*4 + 3]      );70    }71    for (int i = 16; i < 64; ++i) {72        uint32_t s0 = rotr32(w[i-15], 7) ^ rotr32(w[i-15], 18) ^ (w[i-15] >> 3);73        uint32_t s1 = rotr32(w[i-2], 17) ^ rotr32(w[i-2],  19) ^ (w[i-2]  >> 10);74        w[i] = w[i-16] + s0 + w[i-7] + s1;75    }76 77    uint32_t a = state[0],b = state[1],c = state[2],d = state[3],e = state[4],f = state[5],g = state[6],h = state[7];78 79    for (int i = 0; i < 64; ++i) {80        uint32_t S1   = rotr32(e, 6) ^ rotr32(e, 11) ^ rotr32(e, 25);81        uint32_t ch   = (e & f) ^ ((~e) & g);82        uint32_t t1   = h + S1 + ch + K256[i] + w[i];83        uint32_t S0   = rotr32(a, 2) ^ rotr32(a, 13) ^ rotr32(a, 22);84        uint32_t maj  = (a & b) ^ (a & c) ^ (b & c);85        uint32_t t2   = S0 + maj;86        h = g; g = f; f = e; e = d + t1;87        d = c; c = b; b = a; a = t1 + t2;88    }89    state[0]+=a; state[1]+=b; state[2]+=c; state[3]+=d;90    state[4]+=e; state[5]+=f; state[6]+=g; state[7]+=h;91}92 93void sha256_init(sha256_ctx & c) {94    c.state[0]=0x6a09e667; c.state[1]=0xbb67ae85; c.state[2]=0x3c6ef372; c.state[3]=0xa54ff53a;95    c.state[4]=0x510e527f; c.state[5]=0x9b05688c; c.state[6]=0x1f83d9ab; c.state[7]=0x5be0cd19;96    c.bitlen  = 0;97    c.buf_len = 0;98}99 100void sha256_update(sha256_ctx & c, const void * data, size_t len) {101    const uint8_t * p = (const uint8_t *) data;102    c.bitlen += (uint64_t) len * 8;103    if (c.buf_len > 0) {104        size_t n = 64 - c.buf_len;105        if (n > len) { n = len; }106        memcpy(c.buf + c.buf_len, p, n);107        c.buf_len += n;108        p   += n;109        len -= n;110        if (c.buf_len == 64) {111            sha256_compress(c.state, c.buf);112            c.buf_len = 0;113        }114    }115    while (len >= 64) {116        sha256_compress(c.state, p);117        p   += 64;118        len -= 64;119    }120    if (len > 0) {121        memcpy(c.buf, p, len);122        c.buf_len = len;123    }124}125 126void sha256_final(sha256_ctx & c, uint8_t out[32]) {127    uint64_t bitlen = c.bitlen;128    c.buf[c.buf_len++] = 0x80;129    if (c.buf_len > 56) {130        while (c.buf_len < 64) { c.buf[c.buf_len++] = 0; }131        sha256_compress(c.state, c.buf);132        c.buf_len = 0;133    }134    while (c.buf_len < 56) { c.buf[c.buf_len++] = 0; }135    for (int i = 7; i >= 0; --i) { c.buf[c.buf_len++] = (uint8_t) (bitlen >> (i * 8)); }136    sha256_compress(c.state, c.buf);137    for (int i = 0; i < 8; ++i) {138        out[i*4    ] = (uint8_t) (c.state[i] >> 24);139        out[i*4 + 1] = (uint8_t) (c.state[i] >> 16);140        out[i*4 + 2] = (uint8_t) (c.state[i] >>  8);141        out[i*4 + 3] = (uint8_t) (c.state[i]      );142    }143}144 145std::string sha256_hex(const uint8_t digest[32]) {146    static const char hex[] = "0123456789abcdef";147    std::string s(64, '0');148    for (int i = 0; i < 32; ++i) {149        s[i*2    ] = hex[digest[i] >> 4];150        s[i*2 + 1] = hex[digest[i] & 0xf];151    }152    return s;153}154 155std::string compute_key(const std::string & key_suffix,156                        const char *        source,157                        const std::string & compile_opts) {158    sha256_ctx c;159    sha256_init(c);160 161    static const uint8_t sep = 0;162    sha256_update(c, source,             strlen(source));163    sha256_update(c, &sep,               1);164    sha256_update(c, compile_opts.data(), compile_opts.size());165    sha256_update(c, &sep,               1);166    sha256_update(c, key_suffix.data(),  key_suffix.size());167 168    uint8_t digest[32];169    sha256_final(c, digest);170    return sha256_hex(digest);171}172 173bool make_dir_recursive(const std::string & path) {174    if (path.empty()) { return false; }175    // create_directories() already creates missing parents. It returns false176    // (with ec clear) when the directory is already there, so re-check.177    const fs::path p = fs::u8path(path);178    std::error_code ec;179    if (fs::create_directories(p, ec)) { return true; }180    std::error_code ec_stat;181    return fs::is_directory(p, ec_stat);182}183 184std::string default_cache_dir() {185#if defined(_WIN32)186    const char * base = std::getenv("LOCALAPPDATA");187    if (!base || !*base) { base = std::getenv("APPDATA"); }188    if (!base || !*base) { base = std::getenv("TEMP"); }189    if (!base || !*base) { base = "."; }190    return std::string(base) + "\\llama.cpp\\cl-cache";191#elif defined(__APPLE__)192    const char * home = std::getenv("HOME");193    if (!home || !*home) { home = "."; }194    return std::string(home) + "/Library/Caches/llama.cpp/cl-cache";195#else196    // The throwing overload aborts the process when no usable temp directory197    // exists (e.g. Android app contexts with TMPDIR unset); an empty return198    // here just disables the cache instead.199    std::error_code ec;200    const fs::path tmp_path = fs::temp_directory_path(ec);201    if (ec || tmp_path.empty()) { return {}; }202    return tmp_path.string() + "/llama.cpp/cl-cache";203#endif204}205 206// Query a NUL-terminated string from clGetDeviceInfo / clGetPlatformInfo.207template <typename GetInfoFn, typename Object>208std::string query_string(GetInfoFn fn, Object obj, cl_uint name) {209    size_t sz = 0;210    if (fn(obj, name, 0, nullptr, &sz) != CL_SUCCESS || sz == 0) {211        return {};212    }213    std::string s(sz, '\0');214    if (fn(obj, name, sz, &s[0], nullptr) != CL_SUCCESS) {215        return {};216    }217    if (!s.empty() && s.back() == '\0') {218        s.pop_back();219    }220    return s;221}222 223std::string compute_key_suffix(cl_device_id device) {224    cl_platform_id platform = nullptr;225    clGetDeviceInfo(device, CL_DEVICE_PLATFORM, sizeof(platform), &platform, nullptr);226 227    std::string s;228    s.reserve(512);229    s += query_string(clGetDeviceInfo,   device,   CL_DEVICE_NAME);       s.push_back('\0');230    s += query_string(clGetDeviceInfo,   device,   CL_DRIVER_VERSION);    s.push_back('\0');231    s += query_string(clGetDeviceInfo,   device,   CL_DEVICE_VERSION);    s.push_back('\0');232    if (platform) {233        s += query_string(clGetPlatformInfo, platform, CL_PLATFORM_VERSION); s.push_back('\0');234    }235    s += "fmt=" + std::to_string(CL_PROGRAM_CACHE_FORMAT_VERSION);236    return s;237}238 239const uint8_t MAGIC[8] = { 'G','G','M','L','C','L','B','C' };240 241bool read_all(const std::string & path, std::vector<uint8_t> & out) {242    std::ifstream f(fs::u8path(path), std::ios::binary);243    if (!f) { return false; }244    f.seekg(0, std::ios::end);245    std::streamsize sz = f.tellg();246    if (sz < 0) { return false; }247    f.seekg(0, std::ios::beg);248    out.resize((size_t) sz);249    if (sz > 0) { f.read((char *) out.data(), sz); }250    return f.good() || f.eof();251}252 253bool write_atomic(const std::string & path, const uint8_t * data, size_t len) {254    const fs::path dst = fs::u8path(path);255    const fs::path tmp = fs::u8path(path + ".tmp." + std::to_string(ggml_getpid()));256    {257        std::ofstream f(tmp, std::ios::binary | std::ios::trunc);258        if (!f) { return false; }259        f.write((const char *) data, (std::streamsize) len);260        if (!f.good()) {261            std::error_code ec_rm;262            fs::remove(tmp, ec_rm);263            return false;264        }265    }266 267    std::error_code ec;268    fs::rename(tmp, dst, ec);269    if (ec) {270        std::error_code ec_rm;271        fs::remove(tmp, ec_rm);272        return false;273    }274    return true;275}276 277}  // namespace278 279static bool cache_debug_enabled() {280    static int cached = -1;281    if (cached < 0) {282        const char * e = std::getenv("GGML_OPENCL_KERNEL_CACHE_DEBUG");283        cached = (e && *e) ? 1 : 0;284    }285    return cached != 0;286}287 288static std::string opts_preview(const std::string & opts, size_t n = 120) {289    if (opts.size() <= n) { return opts; }290    return opts.substr(0, n) + "...";291}292 293// Running cache tally (diagnostic; plain ints — a benign race in the rare294// multi-threaded lazy-compile case at worst miscounts by one).295static int g_cache_hits = 0, g_cache_misses = 0, g_cache_saves = 0;296 297// Debug trace directly to stderr298static void cache_debug_line(const char * kind, const std::string & key,299                             const char * source, const std::string & opts) {300    if (!cache_debug_enabled()) { return; }301    fprintf(stderr, "ggml_opencl: cache %-4s [h=%d m=%d s=%d] key=%s src=%zuB opts='%s'\n",302            kind, g_cache_hits, g_cache_misses, g_cache_saves,303            key.substr(0, 16).c_str(), strlen(source), opts_preview(opts).c_str());304    fflush(stderr);305}306 307cl_program_cache_state cl_program_cache_init(cl_device_id device) {308    cl_program_cache_state st;309 310    const char * env = std::getenv("GGML_OPENCL_KERNEL_CACHE_DIR");311    if (env && (!std::strcmp(env, "0")    || !std::strcmp(env, "off")  ||312                !std::strcmp(env, "none") || !std::strcmp(env, "disable") ||313                !std::strcmp(env, "disabled"))) {314        if (cache_debug_enabled()) {315            fprintf(stderr, "ggml_opencl: kernel cache disabled by GGML_OPENCL_KERNEL_CACHE_DIR=%s\n", env);316            fflush(stderr);317        }318        return st;319    }320 321    std::string dir;322    if (!env || !*env || !std::strcmp(env, "1") || !std::strcmp(env, "default")) {323        dir = default_cache_dir();324        if (dir.empty()) {325            GGML_LOG_INFO("ggml_opencl: kernel cache disabled (no usable default cache directory)\n");326            return st;327        }328    } else {329        dir = env;330    }331 332    if (!make_dir_recursive(dir)) {333        GGML_LOG_INFO("ggml_opencl: kernel cache disabled (cannot create directory '%s')\n", dir.c_str());334        return st;335    }336 337    st.dir        = dir;338    st.key_suffix = compute_key_suffix(device);339    GGML_LOG_INFO("ggml_opencl: kernel cache enabled at '%s'\n", st.dir.c_str());340    if (cache_debug_enabled()) {341        fprintf(stderr, "ggml_opencl: kernel cache enabled at '%s' "342                        "(GGML_OPENCL_KERNEL_CACHE_DIR=off to disable)\n", st.dir.c_str());343        fflush(stderr);344    }345    return st;346}347 348cl_program cl_program_cache_try_load(349    const cl_program_cache_state & state,350    cl_context                     context,351    cl_device_id                   device,352    const char *                   source,353    const std::string &            compile_opts) {354 355    if (state.dir.empty() || !source) { return nullptr; }356 357    const std::string key  = compute_key(state.key_suffix, source, compile_opts);358    const std::string path = state.dir + "/" + key + ".clbin";359 360    std::vector<uint8_t> file;361    if (!read_all(path, file)) {362        ++g_cache_misses;363        cache_debug_line("MISS", key, source, compile_opts);364        return nullptr;365    }366    if (file.size() < 16 || std::memcmp(file.data(), MAGIC, 8) != 0) { return nullptr; }367 368    uint32_t fmt =369        ((uint32_t) file[ 8]) | ((uint32_t) file[ 9] <<  8) |370        ((uint32_t) file[10] << 16) | ((uint32_t) file[11] << 24);371    if (fmt != CL_PROGRAM_CACHE_FORMAT_VERSION) { return nullptr; }372 373    const size_t hdr_len = 16;374    const unsigned char * bin     = file.data() + hdr_len;375    const size_t          bin_len = file.size() - hdr_len;376 377    cl_int err     = CL_SUCCESS;378    cl_int bin_err = CL_SUCCESS;379    cl_program p = clCreateProgramWithBinary(context, 1, &device, &bin_len, &bin, &bin_err, &err);380    if (err != CL_SUCCESS || bin_err != CL_SUCCESS || p == nullptr) {381        if (p) { clReleaseProgram(p); }382        return nullptr;383    }384 385    err = clBuildProgram(p, 0, nullptr, compile_opts.c_str(), nullptr, nullptr);386    if (err != CL_SUCCESS) {387        clReleaseProgram(p);388        return nullptr;389    }390    ++g_cache_hits;391    cache_debug_line("HIT", key, source, compile_opts);392    return p;393}394 395void cl_program_cache_try_save(396    const cl_program_cache_state & state,397    cl_program                     program,398    cl_device_id                   /*device*/,399    const char *                   source,400    const std::string &            compile_opts) {401 402    if (state.dir.empty() || !program || !source) {403        return;404    }405 406    cl_uint n_dev = 0;407    if (clGetProgramInfo(program, CL_PROGRAM_NUM_DEVICES, sizeof(n_dev), &n_dev, nullptr) != CL_SUCCESS || n_dev == 0) {408        return;409    }410 411    std::vector<size_t> sizes(n_dev);412    if (clGetProgramInfo(program, CL_PROGRAM_BINARY_SIZES, sizeof(size_t) * n_dev, sizes.data(), nullptr) != CL_SUCCESS) {413        return;414    }415    if (sizes.empty() || sizes[0] == 0) {416        return;417    }418 419    std::vector<std::vector<uint8_t>> binaries(n_dev);420    std::vector<unsigned char *>      bin_ptrs(n_dev);421    for (cl_uint i = 0; i < n_dev; ++i) {422        binaries[i].resize(sizes[i]);423        bin_ptrs[i] = binaries[i].data();424    }425    if (clGetProgramInfo(program, CL_PROGRAM_BINARIES, sizeof(unsigned char *) * n_dev, bin_ptrs.data(), nullptr) != CL_SUCCESS) {426        return;427    }428 429    // We only care about the first device's binary — that's the one we'd430    // re-load with on a future cache hit. Multi-device contexts aren't a431    // pattern this backend uses today.432    const std::vector<uint8_t> & bin = binaries[0];433 434    std::vector<uint8_t> file;435    file.reserve(16 + bin.size());436    file.insert(file.end(), MAGIC, MAGIC + 8);437    uint32_t fmt = CL_PROGRAM_CACHE_FORMAT_VERSION;438    file.push_back((uint8_t)  (fmt        & 0xff));439    file.push_back((uint8_t) ((fmt >>  8) & 0xff));440    file.push_back((uint8_t) ((fmt >> 16) & 0xff));441    file.push_back((uint8_t) ((fmt >> 24) & 0xff));442    file.push_back(0); file.push_back(0); file.push_back(0); file.push_back(0); // reserved443    file.insert(file.end(), bin.begin(), bin.end());444 445    const std::string key  = compute_key(state.key_suffix, source, compile_opts);446    const std::string path = state.dir + "/" + key + ".clbin";447    if (!write_atomic(path, file.data(), file.size())) {448        GGML_LOG_INFO("ggml_opencl: kernel cache: failed to write '%s'\n", path.c_str());449    } else {450        ++g_cache_saves;451        cache_debug_line("SAVE", key, source, compile_opts);452    }453}454 
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