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authorjon-chuang <9093549+jon-chuang@users.noreply.github.com>2023-04-30 14:41:35 -0400
committerGitHub <noreply@github.com>2023-04-30 21:41:35 +0300
commita5d30b1f53677cb50791fec41c43e93274347303 (patch)
tree48cc90778591816a0aeac1e1782ae190c7e1a79d
parent76a884920aa1d2fc0dc7a7ac12dfc5ec5816377c (diff)
common : better default number of threads (#934)
* commit * fix * try-catch * apply code review * improve * improve * add macos headers * done * remove color * fix windows * minor * fix * Apply suggestions from code review Co-authored-by: DannyDaemonic <DannyDaemonic@gmail.com> * remove * minor * minor --------- Co-authored-by: jon-chuang <jon-chuang@users.noreply.github.com> Co-authored-by: DannyDaemonic <DannyDaemonic@gmail.com>
-rw-r--r--examples/common.cpp49
-rw-r--r--examples/common.h5
2 files changed, 42 insertions, 12 deletions
diff --git a/examples/common.cpp b/examples/common.cpp
index 6c712c7..ad7b0bb 100644
--- a/examples/common.cpp
+++ b/examples/common.cpp
@@ -1,13 +1,18 @@
#include "common.h"
#include <cassert>
+#include <iostream>
#include <cstring>
#include <fstream>
#include <string>
#include <iterator>
#include <algorithm>
#include <sstream>
-#include <iostream>
+
+#if defined(__APPLE__) && defined(__MACH__)
+#include <sys/types.h>
+#include <sys/sysctl.h>
+#endif
#if defined (_WIN32)
#include <fcntl.h>
@@ -25,19 +30,43 @@ extern "C" __declspec(dllimport) int __stdcall WideCharToMultiByte(unsigned int
#define CP_UTF8 65001
#endif
-bool gpt_params_parse(int argc, char ** argv, gpt_params & params) {
- // determine sensible default number of threads.
- // std::thread::hardware_concurrency may not be equal to the number of cores, or may return 0.
+int32_t get_num_physical_cores() {
#ifdef __linux__
std::ifstream cpuinfo("/proc/cpuinfo");
- params.n_threads = std::count(std::istream_iterator<std::string>(cpuinfo),
- std::istream_iterator<std::string>(),
- std::string("processor"));
-#endif
- if (params.n_threads == 0) {
- params.n_threads = std::max(1, (int32_t) std::thread::hardware_concurrency());
+ std::string line;
+ while (std::getline(cpuinfo, line)) {
+ std::size_t pos = line.find("cpu cores");
+ if (pos != std::string::npos) {
+ pos = line.find(": ", pos);
+ if (pos != std::string::npos) {
+ try {
+ // Extract the number and return it
+ return static_cast<int32_t>(std::stoul(line.substr(pos + 2)));
+ } catch (const std::invalid_argument &) {
+ // Ignore if we could not parse
+ }
+ }
+ }
+ }
+#elif defined(__APPLE__) && defined(__MACH__)
+ int32_t num_physical_cores;
+ size_t len = sizeof(num_physical_cores);
+ int result = sysctlbyname("hw.perflevel0.physicalcpu", &num_physical_cores, &len, NULL, 0);
+ if (result == 0) {
+ return num_physical_cores;
+ }
+ result = sysctlbyname("hw.physicalcpu", &num_physical_cores, &len, NULL, 0);
+ if (result == 0) {
+ return num_physical_cores;
}
+#elif defined(_WIN32)
+ //TODO: Implement
+#endif
+ unsigned int n_threads = std::thread::hardware_concurrency();
+ return n_threads > 0 ? (n_threads <= 4 ? n_threads : n_threads / 2) : 4;
+}
+bool gpt_params_parse(int argc, char ** argv, gpt_params & params) {
bool invalid_param = false;
std::string arg;
gpt_params default_params;
diff --git a/examples/common.h b/examples/common.h
index fce1d42..627696e 100644
--- a/examples/common.h
+++ b/examples/common.h
@@ -13,11 +13,12 @@
//
// CLI argument parsing
//
+int32_t get_num_physical_cores();
struct gpt_params {
int32_t seed = -1; // RNG seed
- int32_t n_threads = std::min(4, (int32_t) std::thread::hardware_concurrency());
- int32_t n_predict = -1; // new tokens to predict
+ int32_t n_threads = get_num_physical_cores();
+ int32_t n_predict = -1; // new tokens to predict
int32_t n_parts = -1; // amount of model parts (-1 = determine from model dimensions)
int32_t n_ctx = 512; // context size
int32_t n_batch = 512; // batch size for prompt processing (must be >=32 to use BLAS)