Files
ollama/discover/cpu_windows.go
Daniel Hiltgen bc8909fb38 Use runners for GPU discovery (#12090)
This revamps how we discover GPUs in the system by leveraging the Ollama
runner.  This should eliminate inconsistency between our GPU discovery and the
runners capabilities at runtime, particularly for cases where we try to filter
out unsupported GPUs.  Now the runner does that implicitly based on the actual
device list.  In some cases free VRAM reporting can be unreliable which can
leaad to scheduling mistakes, so this also includes a patch to leverage more
reliable VRAM reporting libraries if available.

Automatic workarounds have been removed as only one GPU leveraged this, which
is now documented. This GPU will soon fall off the support matrix with the next
ROCm bump.

Additional cleanup of the scheduler and discovery packages can be done in the
future once we have switched on the new memory management code, and removed
support for the llama runner.
2025-10-01 15:12:32 -07:00

213 lines
5.9 KiB
Go

package discover
import (
"fmt"
"log/slog"
"syscall"
"unsafe"
)
type MEMORYSTATUSEX struct {
length uint32
MemoryLoad uint32
TotalPhys uint64
AvailPhys uint64
TotalPageFile uint64
AvailPageFile uint64
TotalVirtual uint64
AvailVirtual uint64
AvailExtendedVirtual uint64
}
var (
k32 = syscall.NewLazyDLL("kernel32.dll")
globalMemoryStatusExProc = k32.NewProc("GlobalMemoryStatusEx")
sizeofMemoryStatusEx = uint32(unsafe.Sizeof(MEMORYSTATUSEX{}))
GetLogicalProcessorInformationEx = k32.NewProc("GetLogicalProcessorInformationEx")
)
func GetCPUMem() (memInfo, error) {
memStatus := MEMORYSTATUSEX{length: sizeofMemoryStatusEx}
r1, _, err := globalMemoryStatusExProc.Call(uintptr(unsafe.Pointer(&memStatus)))
if r1 == 0 {
return memInfo{}, fmt.Errorf("GlobalMemoryStatusEx failed: %w", err)
}
return memInfo{TotalMemory: memStatus.TotalPhys, FreeMemory: memStatus.AvailPhys, FreeSwap: memStatus.AvailPageFile}, nil
}
type LOGICAL_PROCESSOR_RELATIONSHIP uint32
const (
RelationProcessorCore LOGICAL_PROCESSOR_RELATIONSHIP = iota
RelationNumaNode
RelationCache
RelationProcessorPackage
RelationGroup
RelationProcessorDie
RelationNumaNodeEx
RelationProcessorModule
)
const RelationAll LOGICAL_PROCESSOR_RELATIONSHIP = 0xffff
type GROUP_AFFINITY struct {
Mask uintptr // KAFFINITY
Group uint16
Reserved [3]uint16
}
type PROCESSOR_RELATIONSHIP struct {
Flags byte
EfficiencyClass byte
Reserved [20]byte
GroupCount uint16
GroupMask [1]GROUP_AFFINITY // len GroupCount
}
// Omitted unused structs: NUMA_NODE_RELATIONSHIP CACHE_RELATIONSHIP GROUP_RELATIONSHIP
type SYSTEM_LOGICAL_PROCESSOR_INFORMATION_EX struct {
Relationship LOGICAL_PROCESSOR_RELATIONSHIP
Size uint32
U [1]byte // Union len Size
// PROCESSOR_RELATIONSHIP
// NUMA_NODE_RELATIONSHIP
// CACHE_RELATIONSHIP
// GROUP_RELATIONSHIP
}
func (group *GROUP_AFFINITY) IsMember(target *GROUP_AFFINITY) bool {
if group == nil || target == nil {
return false
}
return group.Mask&target.Mask != 0
}
type winPackage struct {
groups []*GROUP_AFFINITY
coreCount int // performance cores = coreCount - efficiencyCoreCount
efficiencyCoreCount int
threadCount int
}
func (pkg *winPackage) IsMember(target *GROUP_AFFINITY) bool {
for _, group := range pkg.groups {
if group.IsMember(target) {
return true
}
}
return false
}
func getLogicalProcessorInformationEx() ([]byte, error) {
buf := make([]byte, 1024)
bufSize := len(buf)
var err error
for range 3 {
var ret uintptr
ret, _, err = GetLogicalProcessorInformationEx.Call(
uintptr(RelationAll),
uintptr(unsafe.Pointer(&buf[0])),
uintptr(unsafe.Pointer(&bufSize)),
)
if ret == 1 && bufSize <= len(buf) {
return buf, nil
}
buf = make([]byte, bufSize)
}
return nil, fmt.Errorf("unable to determine CPU details: %w", err)
}
func processSystemLogicalProcessorInforationList(buf []byte) []*winPackage {
var slpi *SYSTEM_LOGICAL_PROCESSOR_INFORMATION_EX
// Find all the packages first
packages := []*winPackage{}
for bufOffset := 0; bufOffset < len(buf); bufOffset += int(slpi.Size) {
slpi = (*SYSTEM_LOGICAL_PROCESSOR_INFORMATION_EX)(unsafe.Pointer(&buf[bufOffset]))
if slpi.Relationship != RelationProcessorPackage {
continue
}
pr := (*PROCESSOR_RELATIONSHIP)(unsafe.Pointer(&slpi.U[0]))
pkg := &winPackage{}
ga0 := unsafe.Pointer(&pr.GroupMask[0])
for j := range pr.GroupCount {
gm := (*GROUP_AFFINITY)(unsafe.Pointer(uintptr(ga0) + uintptr(j)*unsafe.Sizeof(GROUP_AFFINITY{})))
pkg.groups = append(pkg.groups, gm)
}
packages = append(packages, pkg)
}
slog.Info("packages", "count", len(packages))
// To identify efficiency cores we have to compare the relative values
// Larger values are "less efficient" (aka, more performant)
var maxEfficiencyClass byte
for bufOffset := 0; bufOffset < len(buf); bufOffset += int(slpi.Size) {
slpi = (*SYSTEM_LOGICAL_PROCESSOR_INFORMATION_EX)(unsafe.Pointer(&buf[bufOffset]))
if slpi.Relationship != RelationProcessorCore {
continue
}
pr := (*PROCESSOR_RELATIONSHIP)(unsafe.Pointer(&slpi.U[0]))
if pr.EfficiencyClass > maxEfficiencyClass {
maxEfficiencyClass = pr.EfficiencyClass
}
}
if maxEfficiencyClass > 0 {
slog.Info("efficiency cores detected", "maxEfficiencyClass", maxEfficiencyClass)
}
// then match up the Cores to the Packages, count up cores, threads and efficiency cores
for bufOffset := 0; bufOffset < len(buf); bufOffset += int(slpi.Size) {
slpi = (*SYSTEM_LOGICAL_PROCESSOR_INFORMATION_EX)(unsafe.Pointer(&buf[bufOffset]))
if slpi.Relationship != RelationProcessorCore {
continue
}
pr := (*PROCESSOR_RELATIONSHIP)(unsafe.Pointer(&slpi.U[0]))
ga0 := unsafe.Pointer(&pr.GroupMask[0])
for j := range pr.GroupCount {
gm := (*GROUP_AFFINITY)(unsafe.Pointer(uintptr(ga0) + uintptr(j)*unsafe.Sizeof(GROUP_AFFINITY{})))
for _, pkg := range packages {
if pkg.IsMember(gm) {
pkg.coreCount++
if pr.Flags == 0 {
pkg.threadCount++
} else {
pkg.threadCount += 2
}
if pr.EfficiencyClass < maxEfficiencyClass {
pkg.efficiencyCoreCount++
}
}
}
}
}
// Summarize the results
for i, pkg := range packages {
slog.Info("", "package", i, "cores", pkg.coreCount, "efficiency", pkg.efficiencyCoreCount, "threads", pkg.threadCount)
}
return packages
}
func GetCPUDetails() []CPU {
buf, err := getLogicalProcessorInformationEx()
if err != nil {
slog.Warn("failed to get CPU details", "error", err)
return nil
}
packages := processSystemLogicalProcessorInforationList(buf)
cpus := make([]CPU, len(packages))
for i, pkg := range packages {
cpus[i].CoreCount = pkg.coreCount
cpus[i].EfficiencyCoreCount = pkg.efficiencyCoreCount
cpus[i].ThreadCount = pkg.threadCount
}
return cpus
}
func IsNUMA() bool {
// numa support in ggml is linux only
return false
}