feat: support for memory-mapping model weights (#1414)

Co-authored-by: Piotr Wilkin <piotr.wilkin@syndatis.com>
Co-authored-by: Junmo Kim <me@junmo.kim>
Co-authored-by: leejet <leejet714@gmail.com>
This commit is contained in:
Wagner Bruna
2026-05-15 00:30:03 +08:00
committed by GitHub
co-authored by Piotr Wilkin Junmo Kim leejet
parent 9d683417cb
commit 57ff2eb0f4
7 changed files with 388 additions and 72 deletions
+88 -20
View File
@@ -112,7 +112,7 @@ private:
HANDLE hmapping_;
};
std::unique_ptr<MmapWrapper> MmapWrapper::create(const std::string& filename) {
std::unique_ptr<MmapWrapper> MmapWrapper::create(const std::string& filename, bool writable) {
void* mapped_data = nullptr;
size_t file_size = 0;
@@ -137,14 +137,18 @@ std::unique_ptr<MmapWrapper> MmapWrapper::create(const std::string& filename) {
file_size = static_cast<size_t>(size.QuadPart);
HANDLE mapping_handle = CreateFileMapping(file_handle, nullptr, PAGE_READONLY, 0, 0, nullptr);
DWORD page_prot = writable ? PAGE_WRITECOPY : PAGE_READONLY;
HANDLE mapping_handle = CreateFileMapping(file_handle, nullptr, page_prot, 0, 0, nullptr);
if (mapping_handle == nullptr) {
CloseHandle(file_handle);
return nullptr;
}
mapped_data = MapViewOfFile(mapping_handle, FILE_MAP_READ, 0, 0, file_size);
DWORD view_access = writable ? FILE_MAP_COPY : FILE_MAP_READ;
mapped_data = MapViewOfFile(mapping_handle, view_access, 0, 0, file_size);
if (mapped_data == nullptr) {
CloseHandle(mapping_handle);
@@ -172,28 +176,85 @@ bool is_directory(const std::string& path) {
return (stat(path.c_str(), &buffer) == 0 && S_ISDIR(buffer.st_mode));
}
class MmapWrapperImpl : public MmapWrapper {
public:
MmapWrapperImpl(void* data, size_t size)
: MmapWrapper(data, size) {}
~MmapWrapperImpl() override {
munmap(data_, size_);
}
struct MmapFlags {
bool sequential;
bool populate;
bool willneed;
bool dontneed;
};
std::unique_ptr<MmapWrapper> MmapWrapper::create(const std::string& filename) {
static MmapFlags get_mmap_flags() {
MmapFlags result = {};
const char* SD_MMAP_FLAGS = std::getenv("SD_MMAP_FLAGS");
if (SD_MMAP_FLAGS && *SD_MMAP_FLAGS) {
std::stringstream ss(SD_MMAP_FLAGS);
std::string token;
while (std::getline(ss, token, ',')) {
std::string ntoken = trim(token);
std::transform(ntoken.begin(), ntoken.end(), ntoken.begin(), ::tolower);
if (ntoken == "sequential") {
result.sequential = true;
} else if (ntoken == "populate") {
result.populate = true;
} else if (ntoken == "willneed") {
result.willneed = true;
} else if (ntoken == "dontneed") {
result.dontneed = true;
}
}
}
return result;
}
class MmapWrapperImpl : public MmapWrapper {
public:
MmapWrapperImpl(void* data, size_t size, int fd)
: MmapWrapper(data, size), fd_(fd) {}
~MmapWrapperImpl() override {
#ifdef __linux__
auto cfg_flags = get_mmap_flags();
// Drop the kernel pagecache pages for this file. madvise(DONTNEED)
// alone only unmaps from the process address space; pagecache
// entries persist (`free` reports them as buff/cache and the OOM
// killer doesn't touch them, but they ARE counted against
// overcommit and can starve other allocations on tight-RAM
// systems). posix_fadvise(POSIX_FADV_DONTNEED) is the documented
// way to evict pagecache for a specific fd's pages.
if (cfg_flags.dontneed) {
madvise(data_, size_, MADV_DONTNEED);
posix_fadvise(fd_, 0, 0, POSIX_FADV_DONTNEED);
}
#endif
munmap(data_, size_);
close(fd_);
}
private:
int fd_;
};
std::unique_ptr<MmapWrapper> MmapWrapper::create(const std::string& filename, bool writable) {
int file_descriptor = open(filename.c_str(), O_RDONLY);
if (file_descriptor == -1) {
return nullptr;
}
auto cfg_flags = get_mmap_flags();
int mmap_flags = MAP_PRIVATE;
#ifdef __linux__
// performance flags used by llama.cpp
// posix_fadvise(file_descriptor, 0, 0, POSIX_FADV_SEQUENTIAL);
// mmap_flags |= MAP_POPULATE;
// Sequential access hint helps the kernel read-ahead efficiently and
// also encourages eviction of already-read pages (the kernel keeps
// a smaller working set when this is set).
if (cfg_flags.sequential) {
posix_fadvise(file_descriptor, 0, 0, POSIX_FADV_SEQUENTIAL);
}
if (cfg_flags.populate) {
mmap_flags |= MAP_POPULATE;
}
#endif
struct stat sb;
@@ -204,20 +265,27 @@ std::unique_ptr<MmapWrapper> MmapWrapper::create(const std::string& filename) {
size_t file_size = sb.st_size;
void* mapped_data = mmap(nullptr, file_size, PROT_READ, mmap_flags, file_descriptor, 0);
if (file_size == 0) {
close(file_descriptor);
return nullptr;
}
close(file_descriptor);
int mmap_prot = PROT_READ | (writable ? PROT_WRITE : 0);
void* mapped_data = mmap(nullptr, file_size, mmap_prot, mmap_flags, file_descriptor, 0);
if (mapped_data == MAP_FAILED) {
close(file_descriptor);
return nullptr;
}
#ifdef __linux__
// performance flags used by llama.cpp
// posix_madvise(mapped_data, file_size, POSIX_MADV_WILLNEED);
if (cfg_flags.willneed) {
posix_madvise(mapped_data, file_size, POSIX_MADV_WILLNEED);
}
#endif
return std::make_unique<MmapWrapperImpl>(mapped_data, file_size);
return std::make_unique<MmapWrapperImpl>(mapped_data, file_size, file_descriptor);
}
#endif