Files
ollama/discover/cpu_linux.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

173 lines
4.5 KiB
Go

package discover
import (
"bufio"
"fmt"
"io"
"log/slog"
"os"
"path/filepath"
"reflect"
"regexp"
"sort"
"strings"
"github.com/ollama/ollama/format"
)
func GetCPUMem() (memInfo, error) {
var mem memInfo
var total, available, free, buffers, cached, freeSwap uint64
f, err := os.Open("/proc/meminfo")
if err != nil {
return mem, err
}
defer f.Close()
s := bufio.NewScanner(f)
for s.Scan() {
line := s.Text()
switch {
case strings.HasPrefix(line, "MemTotal:"):
_, err = fmt.Sscanf(line, "MemTotal:%d", &total)
case strings.HasPrefix(line, "MemAvailable:"):
_, err = fmt.Sscanf(line, "MemAvailable:%d", &available)
case strings.HasPrefix(line, "MemFree:"):
_, err = fmt.Sscanf(line, "MemFree:%d", &free)
case strings.HasPrefix(line, "Buffers:"):
_, err = fmt.Sscanf(line, "Buffers:%d", &buffers)
case strings.HasPrefix(line, "Cached:"):
_, err = fmt.Sscanf(line, "Cached:%d", &cached)
case strings.HasPrefix(line, "SwapFree:"):
_, err = fmt.Sscanf(line, "SwapFree:%d", &freeSwap)
default:
continue
}
if err != nil {
return mem, err
}
}
mem.TotalMemory = total * format.KibiByte
mem.FreeSwap = freeSwap * format.KibiByte
if available > 0 {
mem.FreeMemory = available * format.KibiByte
} else {
mem.FreeMemory = (free + buffers + cached) * format.KibiByte
}
return mem, nil
}
const CpuInfoFilename = "/proc/cpuinfo"
type linuxCpuInfo struct {
ID string `cpuinfo:"processor"`
VendorID string `cpuinfo:"vendor_id"`
ModelName string `cpuinfo:"model name"`
PhysicalID string `cpuinfo:"physical id"`
Siblings string `cpuinfo:"siblings"`
CoreID string `cpuinfo:"core id"`
}
func GetCPUDetails() []CPU {
file, err := os.Open(CpuInfoFilename)
if err != nil {
slog.Warn("failed to get CPU details", "error", err)
return nil
}
defer file.Close()
return linuxCPUDetails(file)
}
func linuxCPUDetails(file io.Reader) []CPU {
reColumns := regexp.MustCompile("\t+: ")
scanner := bufio.NewScanner(file)
cpuInfos := []linuxCpuInfo{}
cpu := &linuxCpuInfo{}
for scanner.Scan() {
line := scanner.Text()
if sl := reColumns.Split(line, 2); len(sl) > 1 {
t := reflect.TypeOf(cpu).Elem()
s := reflect.ValueOf(cpu).Elem()
for i := range t.NumField() {
field := t.Field(i)
tag := field.Tag.Get("cpuinfo")
if tag == sl[0] {
s.FieldByName(field.Name).SetString(sl[1])
break
}
}
} else if strings.TrimSpace(line) == "" && cpu.ID != "" {
cpuInfos = append(cpuInfos, *cpu)
cpu = &linuxCpuInfo{}
}
}
if cpu.ID != "" {
cpuInfos = append(cpuInfos, *cpu)
}
// Process the sockets/cores/threads
socketByID := map[string]*CPU{}
coreBySocket := map[string]map[string]struct{}{}
threadsByCoreBySocket := map[string]map[string]int{}
for _, c := range cpuInfos {
if _, found := socketByID[c.PhysicalID]; !found {
socketByID[c.PhysicalID] = &CPU{
ID: c.PhysicalID,
VendorID: c.VendorID,
ModelName: c.ModelName,
}
coreBySocket[c.PhysicalID] = map[string]struct{}{}
threadsByCoreBySocket[c.PhysicalID] = map[string]int{}
}
if c.CoreID != "" {
coreBySocket[c.PhysicalID][c.PhysicalID+":"+c.CoreID] = struct{}{}
threadsByCoreBySocket[c.PhysicalID][c.PhysicalID+":"+c.CoreID]++
} else {
coreBySocket[c.PhysicalID][c.PhysicalID+":"+c.ID] = struct{}{}
threadsByCoreBySocket[c.PhysicalID][c.PhysicalID+":"+c.ID]++
}
}
// Tally up the values from the tracking maps
for id, s := range socketByID {
s.CoreCount = len(coreBySocket[id])
s.ThreadCount = 0
// This only works if HT is enabled, consider a more reliable model, maybe cache size comparisons?
efficiencyCoreCount := 0
for _, threads := range threadsByCoreBySocket[id] {
s.ThreadCount += threads
if threads == 1 {
efficiencyCoreCount++
}
}
if efficiencyCoreCount == s.CoreCount {
// 1:1 mapping means they're not actually efficiency cores, but regular cores
s.EfficiencyCoreCount = 0
} else {
s.EfficiencyCoreCount = efficiencyCoreCount
}
}
keys := make([]string, 0, len(socketByID))
result := make([]CPU, 0, len(socketByID))
for k := range socketByID {
keys = append(keys, k)
}
sort.Strings(keys)
for _, k := range keys {
result = append(result, *socketByID[k])
}
return result
}
func IsNUMA() bool {
ids := map[string]any{}
packageIds, _ := filepath.Glob("/sys/devices/system/cpu/cpu*/topology/physical_package_id")
for _, packageId := range packageIds {
id, err := os.ReadFile(packageId)
if err == nil {
ids[strings.TrimSpace(string(id))] = struct{}{}
}
}
return len(ids) > 1
}