| |
| |
| #define CL_TARGET_OPENCL_VERSION GGML_OPENCL_TARGET_VERSION |
| #define CL_USE_DEPRECATED_OPENCL_1_2_APIS |
|
|
| #include "cl-program-cache.h" |
|
|
| #include "ggml-impl.h" |
|
|
| #include <cstdint> |
| #include <cstdio> |
| #include <cstdlib> |
| #include <cstring> |
| #include <filesystem> |
| #include <fstream> |
| #include <system_error> |
| #include <vector> |
|
|
| #if defined(_WIN32) |
| # ifndef WIN32_LEAN_AND_MEAN |
| # define WIN32_LEAN_AND_MEAN |
| # endif |
| # ifndef NOMINMAX |
| # define NOMINMAX |
| # endif |
| # include <windows.h> |
| # include <process.h> |
| # define ggml_getpid() ((int) GetCurrentProcessId()) |
| #else |
| # include <unistd.h> |
| # define ggml_getpid() ((int) getpid()) |
| #endif |
|
|
| namespace fs = std::filesystem; |
|
|
| |
| |
| |
| |
|
|
| namespace { |
|
|
| struct sha256_ctx { |
| uint32_t state[8]; |
| uint64_t bitlen; |
| uint8_t buf[64]; |
| size_t buf_len; |
| }; |
|
|
| const uint32_t K256[64] = { |
| 0x428a2f98,0x71374491,0xb5c0fbcf,0xe9b5dba5,0x3956c25b,0x59f111f1,0x923f82a4,0xab1c5ed5, |
| 0xd807aa98,0x12835b01,0x243185be,0x550c7dc3,0x72be5d74,0x80deb1fe,0x9bdc06a7,0xc19bf174, |
| 0xe49b69c1,0xefbe4786,0x0fc19dc6,0x240ca1cc,0x2de92c6f,0x4a7484aa,0x5cb0a9dc,0x76f988da, |
| 0x983e5152,0xa831c66d,0xb00327c8,0xbf597fc7,0xc6e00bf3,0xd5a79147,0x06ca6351,0x14292967, |
| 0x27b70a85,0x2e1b2138,0x4d2c6dfc,0x53380d13,0x650a7354,0x766a0abb,0x81c2c92e,0x92722c85, |
| 0xa2bfe8a1,0xa81a664b,0xc24b8b70,0xc76c51a3,0xd192e819,0xd6990624,0xf40e3585,0x106aa070, |
| 0x19a4c116,0x1e376c08,0x2748774c,0x34b0bcb5,0x391c0cb3,0x4ed8aa4a,0x5b9cca4f,0x682e6ff3, |
| 0x748f82ee,0x78a5636f,0x84c87814,0x8cc70208,0x90befffa,0xa4506ceb,0xbef9a3f7,0xc67178f2, |
| }; |
|
|
| inline uint32_t rotr32(uint32_t x, unsigned n) { return (x >> n) | (x << (32 - n)); } |
|
|
| void sha256_compress(uint32_t state[8], const uint8_t block[64]) { |
| uint32_t w[64]; |
| for (int i = 0; i < 16; ++i) { |
| w[i] = ((uint32_t)block[i*4 ] << 24) | |
| ((uint32_t)block[i*4 + 1] << 16) | |
| ((uint32_t)block[i*4 + 2] << 8) | |
| ((uint32_t)block[i*4 + 3] ); |
| } |
| for (int i = 16; i < 64; ++i) { |
| uint32_t s0 = rotr32(w[i-15], 7) ^ rotr32(w[i-15], 18) ^ (w[i-15] >> 3); |
| uint32_t s1 = rotr32(w[i-2], 17) ^ rotr32(w[i-2], 19) ^ (w[i-2] >> 10); |
| w[i] = w[i-16] + s0 + w[i-7] + s1; |
| } |
|
|
| 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]; |
|
|
| for (int i = 0; i < 64; ++i) { |
| uint32_t S1 = rotr32(e, 6) ^ rotr32(e, 11) ^ rotr32(e, 25); |
| uint32_t ch = (e & f) ^ ((~e) & g); |
| uint32_t t1 = h + S1 + ch + K256[i] + w[i]; |
| uint32_t S0 = rotr32(a, 2) ^ rotr32(a, 13) ^ rotr32(a, 22); |
| uint32_t maj = (a & b) ^ (a & c) ^ (b & c); |
| uint32_t t2 = S0 + maj; |
| h = g; g = f; f = e; e = d + t1; |
| d = c; c = b; b = a; a = t1 + t2; |
| } |
| state[0]+=a; state[1]+=b; state[2]+=c; state[3]+=d; |
| state[4]+=e; state[5]+=f; state[6]+=g; state[7]+=h; |
| } |
|
|
| void sha256_init(sha256_ctx & c) { |
| c.state[0]=0x6a09e667; c.state[1]=0xbb67ae85; c.state[2]=0x3c6ef372; c.state[3]=0xa54ff53a; |
| c.state[4]=0x510e527f; c.state[5]=0x9b05688c; c.state[6]=0x1f83d9ab; c.state[7]=0x5be0cd19; |
| c.bitlen = 0; |
| c.buf_len = 0; |
| } |
|
|
| void sha256_update(sha256_ctx & c, const void * data, size_t len) { |
| const uint8_t * p = (const uint8_t *) data; |
| c.bitlen += (uint64_t) len * 8; |
| if (c.buf_len > 0) { |
| size_t n = 64 - c.buf_len; |
| if (n > len) { n = len; } |
| memcpy(c.buf + c.buf_len, p, n); |
| c.buf_len += n; |
| p += n; |
| len -= n; |
| if (c.buf_len == 64) { |
| sha256_compress(c.state, c.buf); |
| c.buf_len = 0; |
| } |
| } |
| while (len >= 64) { |
| sha256_compress(c.state, p); |
| p += 64; |
| len -= 64; |
| } |
| if (len > 0) { |
| memcpy(c.buf, p, len); |
| c.buf_len = len; |
| } |
| } |
|
|
| void sha256_final(sha256_ctx & c, uint8_t out[32]) { |
| uint64_t bitlen = c.bitlen; |
| c.buf[c.buf_len++] = 0x80; |
| if (c.buf_len > 56) { |
| while (c.buf_len < 64) { c.buf[c.buf_len++] = 0; } |
| sha256_compress(c.state, c.buf); |
| c.buf_len = 0; |
| } |
| while (c.buf_len < 56) { c.buf[c.buf_len++] = 0; } |
| for (int i = 7; i >= 0; --i) { c.buf[c.buf_len++] = (uint8_t) (bitlen >> (i * 8)); } |
| sha256_compress(c.state, c.buf); |
| for (int i = 0; i < 8; ++i) { |
| out[i*4 ] = (uint8_t) (c.state[i] >> 24); |
| out[i*4 + 1] = (uint8_t) (c.state[i] >> 16); |
| out[i*4 + 2] = (uint8_t) (c.state[i] >> 8); |
| out[i*4 + 3] = (uint8_t) (c.state[i] ); |
| } |
| } |
|
|
| std::string sha256_hex(const uint8_t digest[32]) { |
| static const char hex[] = "0123456789abcdef"; |
| std::string s(64, '0'); |
| for (int i = 0; i < 32; ++i) { |
| s[i*2 ] = hex[digest[i] >> 4]; |
| s[i*2 + 1] = hex[digest[i] & 0xf]; |
| } |
| return s; |
| } |
|
|
| std::string compute_key(const std::string & key_suffix, |
| const char * source, |
| const std::string & compile_opts) { |
| sha256_ctx c; |
| sha256_init(c); |
|
|
| static const uint8_t sep = 0; |
| sha256_update(c, source, strlen(source)); |
| sha256_update(c, &sep, 1); |
| sha256_update(c, compile_opts.data(), compile_opts.size()); |
| sha256_update(c, &sep, 1); |
| sha256_update(c, key_suffix.data(), key_suffix.size()); |
|
|
| uint8_t digest[32]; |
| sha256_final(c, digest); |
| return sha256_hex(digest); |
| } |
|
|
| bool make_dir_recursive(const std::string & path) { |
| if (path.empty()) { return false; } |
| |
| |
| const fs::path p = fs::u8path(path); |
| std::error_code ec; |
| if (fs::create_directories(p, ec)) { return true; } |
| std::error_code ec_stat; |
| return fs::is_directory(p, ec_stat); |
| } |
|
|
| std::string default_cache_dir() { |
| #if defined(_WIN32) |
| const char * base = std::getenv("LOCALAPPDATA"); |
| if (!base || !*base) { base = std::getenv("APPDATA"); } |
| if (!base || !*base) { base = std::getenv("TEMP"); } |
| if (!base || !*base) { base = "."; } |
| return std::string(base) + "\\llama.cpp\\cl-cache"; |
| #elif defined(__APPLE__) |
| const char * home = std::getenv("HOME"); |
| if (!home || !*home) { home = "."; } |
| return std::string(home) + "/Library/Caches/llama.cpp/cl-cache"; |
| #else |
| |
| |
| |
| std::error_code ec; |
| const fs::path tmp_path = fs::temp_directory_path(ec); |
| if (ec || tmp_path.empty()) { return {}; } |
| return tmp_path.string() + "/llama.cpp/cl-cache"; |
| #endif |
| } |
|
|
| |
| template <typename GetInfoFn, typename Object> |
| std::string query_string(GetInfoFn fn, Object obj, cl_uint name) { |
| size_t sz = 0; |
| if (fn(obj, name, 0, nullptr, &sz) != CL_SUCCESS || sz == 0) { |
| return {}; |
| } |
| std::string s(sz, '\0'); |
| if (fn(obj, name, sz, &s[0], nullptr) != CL_SUCCESS) { |
| return {}; |
| } |
| if (!s.empty() && s.back() == '\0') { |
| s.pop_back(); |
| } |
| return s; |
| } |
|
|
| std::string compute_key_suffix(cl_device_id device) { |
| cl_platform_id platform = nullptr; |
| clGetDeviceInfo(device, CL_DEVICE_PLATFORM, sizeof(platform), &platform, nullptr); |
|
|
| std::string s; |
| s.reserve(512); |
| s += query_string(clGetDeviceInfo, device, CL_DEVICE_NAME); s.push_back('\0'); |
| s += query_string(clGetDeviceInfo, device, CL_DRIVER_VERSION); s.push_back('\0'); |
| s += query_string(clGetDeviceInfo, device, CL_DEVICE_VERSION); s.push_back('\0'); |
| if (platform) { |
| s += query_string(clGetPlatformInfo, platform, CL_PLATFORM_VERSION); s.push_back('\0'); |
| } |
| s += "fmt=" + std::to_string(CL_PROGRAM_CACHE_FORMAT_VERSION); |
| return s; |
| } |
|
|
| const uint8_t MAGIC[8] = { 'G','G','M','L','C','L','B','C' }; |
|
|
| bool read_all(const std::string & path, std::vector<uint8_t> & out) { |
| std::ifstream f(fs::u8path(path), std::ios::binary); |
| if (!f) { return false; } |
| f.seekg(0, std::ios::end); |
| std::streamsize sz = f.tellg(); |
| if (sz < 0) { return false; } |
| f.seekg(0, std::ios::beg); |
| out.resize((size_t) sz); |
| if (sz > 0) { f.read((char *) out.data(), sz); } |
| return f.good() || f.eof(); |
| } |
|
|
| bool write_atomic(const std::string & path, const uint8_t * data, size_t len) { |
| const fs::path dst = fs::u8path(path); |
| const fs::path tmp = fs::u8path(path + ".tmp." + std::to_string(ggml_getpid())); |
| { |
| std::ofstream f(tmp, std::ios::binary | std::ios::trunc); |
| if (!f) { return false; } |
| f.write((const char *) data, (std::streamsize) len); |
| if (!f.good()) { |
| std::error_code ec_rm; |
| fs::remove(tmp, ec_rm); |
| return false; |
| } |
| } |
|
|
| std::error_code ec; |
| fs::rename(tmp, dst, ec); |
| if (ec) { |
| std::error_code ec_rm; |
| fs::remove(tmp, ec_rm); |
| return false; |
| } |
| return true; |
| } |
|
|
| } |
|
|
| static bool cache_debug_enabled() { |
| static int cached = -1; |
| if (cached < 0) { |
| const char * e = std::getenv("GGML_OPENCL_KERNEL_CACHE_DEBUG"); |
| cached = (e && *e) ? 1 : 0; |
| } |
| return cached != 0; |
| } |
|
|
| static std::string opts_preview(const std::string & opts, size_t n = 120) { |
| if (opts.size() <= n) { return opts; } |
| return opts.substr(0, n) + "..."; |
| } |
|
|
| |
| |
| static int g_cache_hits = 0, g_cache_misses = 0, g_cache_saves = 0; |
|
|
| |
| static void cache_debug_line(const char * kind, const std::string & key, |
| const char * source, const std::string & opts) { |
| if (!cache_debug_enabled()) { return; } |
| fprintf(stderr, "ggml_opencl: cache %-4s [h=%d m=%d s=%d] key=%s src=%zuB opts='%s'\n", |
| kind, g_cache_hits, g_cache_misses, g_cache_saves, |
| key.substr(0, 16).c_str(), strlen(source), opts_preview(opts).c_str()); |
| fflush(stderr); |
| } |
|
|
| cl_program_cache_state cl_program_cache_init(cl_device_id device) { |
| cl_program_cache_state st; |
|
|
| const char * env = std::getenv("GGML_OPENCL_KERNEL_CACHE_DIR"); |
| if (env && (!std::strcmp(env, "0") || !std::strcmp(env, "off") || |
| !std::strcmp(env, "none") || !std::strcmp(env, "disable") || |
| !std::strcmp(env, "disabled"))) { |
| if (cache_debug_enabled()) { |
| fprintf(stderr, "ggml_opencl: kernel cache disabled by GGML_OPENCL_KERNEL_CACHE_DIR=%s\n", env); |
| fflush(stderr); |
| } |
| return st; |
| } |
|
|
| std::string dir; |
| if (!env || !*env || !std::strcmp(env, "1") || !std::strcmp(env, "default")) { |
| dir = default_cache_dir(); |
| if (dir.empty()) { |
| GGML_LOG_INFO("ggml_opencl: kernel cache disabled (no usable default cache directory)\n"); |
| return st; |
| } |
| } else { |
| dir = env; |
| } |
|
|
| if (!make_dir_recursive(dir)) { |
| GGML_LOG_INFO("ggml_opencl: kernel cache disabled (cannot create directory '%s')\n", dir.c_str()); |
| return st; |
| } |
|
|
| st.dir = dir; |
| st.key_suffix = compute_key_suffix(device); |
| GGML_LOG_INFO("ggml_opencl: kernel cache enabled at '%s'\n", st.dir.c_str()); |
| if (cache_debug_enabled()) { |
| fprintf(stderr, "ggml_opencl: kernel cache enabled at '%s' " |
| "(GGML_OPENCL_KERNEL_CACHE_DIR=off to disable)\n", st.dir.c_str()); |
| fflush(stderr); |
| } |
| return st; |
| } |
|
|
| cl_program cl_program_cache_try_load( |
| const cl_program_cache_state & state, |
| cl_context context, |
| cl_device_id device, |
| const char * source, |
| const std::string & compile_opts) { |
|
|
| if (state.dir.empty() || !source) { return nullptr; } |
|
|
| const std::string key = compute_key(state.key_suffix, source, compile_opts); |
| const std::string path = state.dir + "/" + key + ".clbin"; |
|
|
| std::vector<uint8_t> file; |
| if (!read_all(path, file)) { |
| ++g_cache_misses; |
| cache_debug_line("MISS", key, source, compile_opts); |
| return nullptr; |
| } |
| if (file.size() < 16 || std::memcmp(file.data(), MAGIC, 8) != 0) { return nullptr; } |
|
|
| uint32_t fmt = |
| ((uint32_t) file[ 8]) | ((uint32_t) file[ 9] << 8) | |
| ((uint32_t) file[10] << 16) | ((uint32_t) file[11] << 24); |
| if (fmt != CL_PROGRAM_CACHE_FORMAT_VERSION) { return nullptr; } |
|
|
| const size_t hdr_len = 16; |
| const unsigned char * bin = file.data() + hdr_len; |
| const size_t bin_len = file.size() - hdr_len; |
|
|
| cl_int err = CL_SUCCESS; |
| cl_int bin_err = CL_SUCCESS; |
| cl_program p = clCreateProgramWithBinary(context, 1, &device, &bin_len, &bin, &bin_err, &err); |
| if (err != CL_SUCCESS || bin_err != CL_SUCCESS || p == nullptr) { |
| if (p) { clReleaseProgram(p); } |
| return nullptr; |
| } |
|
|
| err = clBuildProgram(p, 0, nullptr, compile_opts.c_str(), nullptr, nullptr); |
| if (err != CL_SUCCESS) { |
| clReleaseProgram(p); |
| return nullptr; |
| } |
| ++g_cache_hits; |
| cache_debug_line("HIT", key, source, compile_opts); |
| return p; |
| } |
|
|
| void cl_program_cache_try_save( |
| const cl_program_cache_state & state, |
| cl_program program, |
| cl_device_id , |
| const char * source, |
| const std::string & compile_opts) { |
|
|
| if (state.dir.empty() || !program || !source) { |
| return; |
| } |
|
|
| cl_uint n_dev = 0; |
| if (clGetProgramInfo(program, CL_PROGRAM_NUM_DEVICES, sizeof(n_dev), &n_dev, nullptr) != CL_SUCCESS || n_dev == 0) { |
| return; |
| } |
|
|
| std::vector<size_t> sizes(n_dev); |
| if (clGetProgramInfo(program, CL_PROGRAM_BINARY_SIZES, sizeof(size_t) * n_dev, sizes.data(), nullptr) != CL_SUCCESS) { |
| return; |
| } |
| if (sizes.empty() || sizes[0] == 0) { |
| return; |
| } |
|
|
| std::vector<std::vector<uint8_t>> binaries(n_dev); |
| std::vector<unsigned char *> bin_ptrs(n_dev); |
| for (cl_uint i = 0; i < n_dev; ++i) { |
| binaries[i].resize(sizes[i]); |
| bin_ptrs[i] = binaries[i].data(); |
| } |
| if (clGetProgramInfo(program, CL_PROGRAM_BINARIES, sizeof(unsigned char *) * n_dev, bin_ptrs.data(), nullptr) != CL_SUCCESS) { |
| return; |
| } |
|
|
| |
| |
| |
| const std::vector<uint8_t> & bin = binaries[0]; |
|
|
| std::vector<uint8_t> file; |
| file.reserve(16 + bin.size()); |
| file.insert(file.end(), MAGIC, MAGIC + 8); |
| uint32_t fmt = CL_PROGRAM_CACHE_FORMAT_VERSION; |
| file.push_back((uint8_t) (fmt & 0xff)); |
| file.push_back((uint8_t) ((fmt >> 8) & 0xff)); |
| file.push_back((uint8_t) ((fmt >> 16) & 0xff)); |
| file.push_back((uint8_t) ((fmt >> 24) & 0xff)); |
| file.push_back(0); file.push_back(0); file.push_back(0); file.push_back(0); |
| file.insert(file.end(), bin.begin(), bin.end()); |
|
|
| const std::string key = compute_key(state.key_suffix, source, compile_opts); |
| const std::string path = state.dir + "/" + key + ".clbin"; |
| if (!write_atomic(path, file.data(), file.size())) { |
| GGML_LOG_INFO("ggml_opencl: kernel cache: failed to write '%s'\n", path.c_str()); |
| } else { |
| ++g_cache_saves; |
| cache_debug_line("SAVE", key, source, compile_opts); |
| } |
| } |
|
|