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Running on Zero
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7b49da7 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 | #include "ime_env.h"
#include "ggml-impl.h"
#include "spine_mem_pool.h"
#include <fcntl.h>
#include <unistd.h>
#include <algorithm>
#include <array>
#include <cctype>
#include <fstream>
#include <string>
#include <thread>
#include <unordered_map>
namespace ggml::cpu::riscv64_spacemit {
bool spine_core_info::get_spine_core_info(std::vector<spine_core_info> & result) {
static std::unordered_map<uint64_t, spine_core_arch_id> spine_march_mapping_ = {
{0x8000000058000001, spine_core_arch_id::core_arch_x60 },
{ 0x8000000041000001, spine_core_arch_id::core_arch_a60 },
{ 0x8000000058000002, spine_core_arch_id::core_arch_x100},
{ 0x8000000041000002, spine_core_arch_id::core_arch_a100},
};
result.clear();
std::ifstream file("/proc/cpuinfo");
std::string line;
std::vector<std::array<uint64_t, 2>> cpu_info_list;
uint64_t current_processor = spine_invalid_core_id;
uint64_t current_marchid = 0;
bool has_processor = false;
bool has_marchid = false;
if (!file.is_open()) {
return false;
}
while (std::getline(file, line)) {
if (line.substr(0, 9) == "processor") {
if (has_processor && has_marchid) {
cpu_info_list.push_back({ current_processor, current_marchid });
}
size_t colon_pos = line.find(':');
if (colon_pos != std::string::npos) {
current_processor = std::stoi(line.substr(colon_pos + 1));
has_processor = true;
}
has_marchid = false;
} else if (line.substr(0, 7) == "marchid") {
size_t colon_pos = line.find(':');
if (colon_pos != std::string::npos) {
std::string marchid_str = line.substr(colon_pos + 1);
marchid_str.erase(std::remove_if(marchid_str.begin(), marchid_str.end(), isspace), marchid_str.end());
current_marchid = std::stoull(marchid_str, nullptr, 16);
has_marchid = true;
}
}
}
if (has_processor && has_marchid) {
cpu_info_list.push_back({ current_processor, current_marchid });
}
if (has_processor && has_marchid) {
for (auto & cpu_info : cpu_info_list) {
if (cpu_info[0] != spine_invalid_core_id &&
spine_march_mapping_.find(cpu_info[1]) != spine_march_mapping_.end()) {
auto core_info = spine_core_info();
core_info.core_id = cpu_info[0];
core_info.arch_id = spine_core_arch_id(spine_march_mapping_[cpu_info[1]]);
result.push_back(core_info);
}
}
}
return has_processor && has_marchid;
}
namespace {
uint16_t hex_string_to_u16(const std::string & hex_str) {
try {
size_t pos = 0;
if (hex_str.substr(0, 2) == "0x" || hex_str.substr(0, 2) == "0X") {
pos = 2;
}
unsigned long result = std::stoul(hex_str.substr(pos), nullptr, 16);
if (result > std::numeric_limits<uint16_t>::max()) {
throw std::out_of_range("Converted value is out of range for uint16_t");
}
return static_cast<uint16_t>(result);
} catch (const std::invalid_argument & e) {
throw std::invalid_argument("Invalid hexadecimal string");
} catch (const std::out_of_range & e) {
throw;
}
}
const char * spine_mem_pool_backend_to_string(spine_mem_pool_backend backend) {
switch (backend) {
case spine_mem_pool_backend::none:
return "NONE";
case spine_mem_pool_backend::posix_memalign:
return "POSIX";
case spine_mem_pool_backend::transparent_hugepage:
return "HPAGE";
case spine_mem_pool_backend::hugetlb_1g:
return "HPAGE1GB";
}
return "unknown";
}
spine_mem_pool_backend parse_mem_backend(const char * mem_backend_str) {
if (mem_backend_str == nullptr || mem_backend_str[0] == '\0') {
return spine_mem_pool_backend::transparent_hugepage;
}
std::string value(mem_backend_str);
std::transform(value.begin(), value.end(), value.begin(),
[](unsigned char ch) { return static_cast<char>(std::tolower(ch)); });
if (value == "none") {
return spine_mem_pool_backend::none;
}
if (value == "posix") {
return spine_mem_pool_backend::posix_memalign;
}
if (value == "hpage") {
return spine_mem_pool_backend::transparent_hugepage;
}
if (value == "hpage1gb") {
return spine_mem_pool_backend::hugetlb_1g;
}
throw std::runtime_error("invalid SPACEMIT_MEM_BACKEND: " + value + ", expected NONE, POSIX, HPAGE or HPAGE1GB");
}
} // namespace
spine_env_info::spine_env_info() {
num_cores = static_cast<int>(std::thread::hardware_concurrency());
spine_core_info::get_spine_core_info(core_info_list);
// special for x60 K1
if (core_info_list.size() == 8 && core_info_list[0].arch_id == spine_core_arch_id::core_arch_x60) {
for (int i = 0; i < 4; i++) {
core_info_list[i].arch_id = spine_core_arch_id::core_arch_a60;
}
}
// special for qemu
if (core_info_list.size() == 0) {
char * spine_core_arch_str = getenv("SPACEMIT_CORE_ARCH");
if (spine_core_arch_str != nullptr) {
auto arch_id = hex_string_to_u16(spine_core_arch_str);
for (int i = 0; i < num_cores; i++) {
auto core_info = spine_core_info();
core_info.core_id = i;
core_info.arch_id = spine_core_arch_id{ arch_id };
core_info_list.push_back(core_info);
}
}
}
if (core_info_list.size() == 0) {
throw std::runtime_error(
"Failed to get SPACEMIT_CORE_ARCH from environment or failed to parse it from /proc/cpuinfo");
}
char * spine_perfer_core_arch_str = getenv("SPACEMIT_PERFER_CORE_ARCH");
if (spine_perfer_core_arch_str != nullptr && spine_perfer_core_arch_str != "") {
perfer_core_arch_id = spine_core_arch_id{ hex_string_to_u16(spine_perfer_core_arch_str) };
}
char * spine_perfer_core_id_str = getenv("SPACEMIT_PERFER_CORE_ID");
std::vector<int> perfer_core_id_vec;
if (spine_perfer_core_id_str != nullptr && spine_perfer_core_id_str != "") {
std::string perfer_core_id_str(spine_perfer_core_id_str);
size_t start = 0;
size_t end = 0;
while ((end = perfer_core_id_str.find(',', start)) != std::string::npos) {
std::string core_id_substr = perfer_core_id_str.substr(start, end - start);
perfer_core_id_vec.push_back(std::stoi(core_id_substr));
start = end + 1;
}
std::string core_id_substr = perfer_core_id_str.substr(start);
perfer_core_id_vec.push_back(std::stoi(core_id_substr));
}
perfer_core_ids.reserve(num_cores);
if (perfer_core_arch_id == spine_core_arch_id::core_arch_none) {
for (auto & core_info : core_info_list) {
auto core_arch_id = core_info.arch_id;
auto core_arch_head = (uint16_t) (core_arch_id) >> 12;
if (core_arch_head == 0xA) {
num_perfer_cores++;
perfer_core_arch_id = core_arch_id;
cpu_mask |= (1ULL << core_info.core_id);
perfer_core_ids.push_back(core_info.core_id);
}
}
} else {
for (auto & core_info : core_info_list) {
auto core_arch_id = core_info.arch_id;
if (core_arch_id == perfer_core_arch_id) {
num_perfer_cores++;
cpu_mask |= (1ULL << core_info.core_id);
auto core_arch_head = (uint16_t) (core_arch_id) >> 12;
if (core_arch_head == 0xA) {
perfer_core_ids.push_back(core_info.core_id);
}
}
}
if (num_perfer_cores == 0) {
GGML_ABORT("can not find core with arch id %x for SPACEMIT_PERFER_CORE_ARCH in core info list\n",
(uint16_t) perfer_core_arch_id);
}
}
if (perfer_core_id_vec.size() > 0) {
perfer_core_ids.clear();
cpu_mask = 0;
num_perfer_cores = 0;
for (int core_id : perfer_core_id_vec) {
if (core_id < 0 || core_id >= num_cores) {
GGML_ABORT("invalid core id in SPACEMIT_PERFER_CORE_ID: %d, should be between 0 and %d\n", core_id,
num_cores - 1);
}
auto core_info = core_info_list[core_id];
auto core_arch_id = core_info.arch_id;
if (core_arch_id == perfer_core_arch_id) {
cpu_mask |= (1ULL << core_id);
perfer_core_ids.push_back(core_id);
} else {
GGML_ABORT(
"core id %d in SPACEMIT_PERFER_CORE_ID has arch id %x which does not match "
"SPACEMIT_PERFER_CORE_ARCH %x\n",
core_id, (uint16_t) core_arch_id, (uint16_t) perfer_core_arch_id);
}
}
std::string perfer_core_id_vec_str;
for (int core_id : perfer_core_id_vec) {
perfer_core_id_vec_str += std::to_string(core_id) + ",";
}
perfer_core_id_vec_str.pop_back();
GGML_LOG_DEBUG("SPACEMIT_PERFER_CORE_ID is set, perferred core ids: %s\n", perfer_core_id_vec_str.c_str());
num_perfer_cores = static_cast<int>(perfer_core_id_vec.size());
}
use_ime1 = perfer_core_arch_id == spine_core_arch_id::core_arch_a60 ||
perfer_core_arch_id == spine_core_arch_id::core_arch_x100;
use_ime2 = perfer_core_arch_id == spine_core_arch_id::core_arch_a100;
mem_backend = parse_mem_backend(getenv("SPACEMIT_MEM_BACKEND"));
char * spine_disable_tcm_str = getenv("SPACEMIT_DISABLE_TCM");
auto user_disable_tcm = spine_disable_tcm_str != nullptr && strcmp(spine_disable_tcm_str, "0") != 0;
if (!user_disable_tcm) {
spine_mem_pool_tcm_info tcm_info;
if (spine_mem_pool_tcm_init(&tcm_info)) {
use_tcm = tcm_info.available;
tcm_blk_size = tcm_info.blk_size;
GGML_LOG_DEBUG("CPU_RISCV64_SPACEMIT: tcm is available, blk_size: %zu, blk_num: %zu, is_fake_tcm: %d\n",
tcm_info.blk_size, tcm_info.blk_num, tcm_info.is_fake_tcm);
for (auto & core_info : core_info_list) {
auto core_arch_head = (uint16_t) (core_info.arch_id) >> 12;
if (core_arch_head != 0xA) {
aicpu_id_offset++;
} else {
break;
}
}
}
}
GGML_LOG_DEBUG(
"CPU_RISCV64_SPACEMIT: num_cores: %d, num_perfer_cores: %d, perfer_core_arch_id: %x, exclude_main_thread: %d, "
"use_ime1: %d, use_ime2: %d, mem_backend: %s, cpu_mask: %lx, aicpu_id_offset: %d\n",
num_cores, num_perfer_cores, (uint16_t) perfer_core_arch_id, exclude_main_thread, use_ime1, use_ime2,
spine_mem_pool_backend_to_string(mem_backend), cpu_mask, aicpu_id_offset);
const size_t init_barrier_size = sizeof(spine_barrier_t) * spine_init_barrier_count;
init_barrier =
static_cast<spine_barrier_t *>(spine_mem_pool_shared_mem_alloc(init_barrier_size, alignof(spine_barrier_t)));
if (init_barrier != nullptr) {
init_barrier_is_shared_mem = true;
} else {
GGML_LOG_WARN("CPU_RISCV64_SPACEMIT: failed to allocate init_barrier from shared mem, falling back to heap\n",
__func__);
init_barrier = new spine_barrier_t[spine_init_barrier_count];
}
spine_barrier_init(init_barrier, spine_init_barrier_count, 2);
}
spine_env_info::~spine_env_info() {
if (init_barrier_is_shared_mem) {
spine_mem_pool_shared_mem_free(init_barrier);
} else {
delete[] init_barrier;
}
init_barrier = nullptr;
init_barrier_is_shared_mem = false;
}
spine_env_info global_spine_env_info;
} // namespace ggml::cpu::riscv64_spacemit
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