Add Intel sysfs GPU power collector (Xe/i915 hwmon energy counters) (#2020)

This commit is contained in:
T.J. Tarazevits
2026-08-16 11:20:43 -04:00
committed by GitHub
parent b4e1f3fafe
commit 3688b2d033
5 changed files with 532 additions and 4 deletions
+20 -3
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@@ -48,6 +48,8 @@ type GPUManager struct {
// Per-cache-key tracking for delta calculations
// cacheKey -> gpuId -> snapshot of last count/usage/power values
lastSnapshots map[uint16]map[string]*gpuSnapshot
// Per-card energy snapshots for Intel sysfs power calculation.
intelSysfsEnergySnapshots map[string]intelSysfsEnergySnapshot
}
// gpuSnapshot stores the last observed incremental values for delta tracking
@@ -90,6 +92,7 @@ const (
collectorSourceNVML collectorSource = "nvml"
collectorSourceNvidiaSMI collectorSource = collectorSource(nvidiaSmiCmd)
collectorSourceIntelGpuTop collectorSource = collectorSource(intelGpuStatsCmd)
collectorSourceIntelSysfs collectorSource = "intel_sysfs"
collectorSourceAmdSysfs collectorSource = "amd_sysfs"
collectorSourceRocmSMI collectorSource = collectorSource(rocmSmiCmd)
collectorSourceMacmon collectorSource = collectorSource(macmonCmd)
@@ -106,6 +109,7 @@ func isValidCollectorSource(source collectorSource) bool {
collectorSourceNVML,
collectorSourceNvidiaSMI,
collectorSourceIntelGpuTop,
collectorSourceIntelSysfs,
collectorSourceAmdSysfs,
collectorSourceRocmSMI,
collectorSourceMacmon,
@@ -122,6 +126,7 @@ type gpuCapabilities struct {
hasAmdSysfs bool
hasTegrastats bool
hasIntelGpuTop bool
hasIntelSysfs bool
hasNvtop bool
hasMacmon bool
hasPowermetrics bool
@@ -369,12 +374,13 @@ func (gm *GPUManager) calculateGPUAverage(id string, gpu *system.GPUData, cacheK
gpuAvg.Power = utils.TwoDecimals(deltaPower / float64(deltaCount))
gpuAvg.PowerPkg = utils.TwoDecimals(deltaPowerPkg / float64(deltaCount))
if gpu.Engines != nil {
// make fresh map for averaged engine metrics to avoid mutating
// the accumulator map stored in gm.GpuDataMap
gpuAvg.Engines = make(map[string]float64, len(gpu.Engines))
gpuAvg.Usage = gm.calculateIntelGPUUsage(&gpuAvg, gpu, lastSnapshot, deltaCount)
gpuAvg.PowerPkg = utils.TwoDecimals(deltaPowerPkg / float64(deltaCount))
} else {
gpuAvg.Usage = utils.TwoDecimals(deltaUsage / float64(deltaCount))
}
@@ -443,7 +449,8 @@ func (gm *GPUManager) storeSnapshot(id string, gpu *system.GPUData, cacheKey uin
// It only reports capability presence and does not apply policy decisions.
func (gm *GPUManager) discoverGpuCapabilities() gpuCapabilities {
caps := gpuCapabilities{
hasAmdSysfs: gm.hasAmdSysfs(),
hasAmdSysfs: gm.hasAmdSysfs(),
hasIntelSysfs: gm.hasIntelSysfs(),
}
if _, err := exec.LookPath(nvidiaSmiCmd); err == nil {
caps.hasNvidiaSmi = true
@@ -472,7 +479,7 @@ func (gm *GPUManager) discoverGpuCapabilities() gpuCapabilities {
}
func hasAnyGpuCollector(caps gpuCapabilities) bool {
return caps.hasNvidiaSmi || caps.hasRocmSmi || caps.hasAmdSysfs || caps.hasTegrastats || caps.hasIntelGpuTop || caps.hasNvtop || caps.hasMacmon || caps.hasPowermetrics
return caps.hasNvidiaSmi || caps.hasRocmSmi || caps.hasAmdSysfs || caps.hasTegrastats || caps.hasIntelGpuTop || caps.hasIntelSysfs || caps.hasNvtop || caps.hasMacmon || caps.hasPowermetrics
}
func (gm *GPUManager) startIntelCollector() {
@@ -563,6 +570,13 @@ func (gm *GPUManager) collectorDefinitions(caps gpuCapabilities) map[collectorSo
return true
},
},
collectorSourceIntelSysfs: {
group: collectorGroupIntel,
available: caps.hasIntelSysfs,
start: func(_ func()) bool {
return gm.startIntelSysfsCollector()
},
},
collectorSourceAmdSysfs: {
group: collectorGroupAmd,
available: caps.hasAmdSysfs,
@@ -708,6 +722,9 @@ func (gm *GPUManager) resolveLegacyCollectorPriority(caps gpuCapabilities) []col
if caps.hasIntelGpuTop {
priorities = append(priorities, collectorSourceIntelGpuTop)
}
if caps.hasIntelSysfs {
priorities = append(priorities, collectorSourceIntelSysfs)
}
// Apple collectors are currently opt-in only for testing.
// Enable them with GPU_COLLECTOR=macmon or GPU_COLLECTOR=powermetrics.
+280
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@@ -0,0 +1,280 @@
//go:build linux
package agent
import (
"fmt"
"log/slog"
"os"
"path/filepath"
"strconv"
"strings"
"time"
"github.com/henrygd/beszel/agent/utils"
"github.com/henrygd/beszel/internal/entities/system"
)
var (
drmSysfsRoot = "/sys/class/drm"
intelSysfsNow = time.Now
)
type intelSysfsEnergySnapshot struct {
microjoules uint64
timestamp time.Time
}
type intelSysfsCard struct {
cardPath string
hwmonDir string
}
// hasIntelSysfs returns true if any Intel DRM card exposes an hwmon energy counter.
func (gm *GPUManager) hasIntelSysfs() bool {
cards, err := discoverIntelSysfsCards()
return err == nil && len(cards) > 0
}
// startIntelSysfsCollector starts Intel GPU collection via sysfs.
func (gm *GPUManager) startIntelSysfsCollector() bool {
go func() {
if err := gm.collectIntelSysfsStats(); err != nil {
slog.Warn("Error collecting Intel GPU data via sysfs", "err", err)
}
}()
return true
}
// collectIntelSysfsStats collects Intel GPU metrics directly from DRM sysfs / hwmon.
func (gm *GPUManager) collectIntelSysfsStats() error {
sysfsPollInterval := 3000 * time.Millisecond
cards, err := discoverIntelSysfsCards()
if err != nil {
return err
}
if len(cards) == 0 {
return errNoValidData
}
slog.Debug("Using sysfs for Intel GPU data collection", "cards", len(cards))
for _, card := range cards {
slog.Debug("Intel sysfs card detected", "card", filepath.Base(card.cardPath), "hwmon", card.hwmonDir)
}
failures := 0
for {
hasData := false
for _, card := range cards {
if gm.updateIntelSysfsGpuData(card.cardPath, card.hwmonDir) {
hasData = true
}
}
if !hasData {
failures++
if failures > maxFailureRetries {
return errNoValidData
}
slog.Warn("No Intel GPU data from sysfs", "failures", failures)
time.Sleep(retryWaitTime)
continue
}
failures = 0
time.Sleep(sysfsPollInterval)
}
}
func discoverIntelSysfsCards() ([]intelSysfsCard, error) {
paths, err := filepath.Glob(filepath.Join(drmSysfsRoot, "card*"))
if err != nil {
return nil, err
}
var cards []intelSysfsCard
for _, cardPath := range paths {
if strings.Contains(filepath.Base(cardPath), "-") || !isIntelGpu(cardPath) {
continue
}
hwmonDir := findIntelEnergyHwmon(filepath.Join(cardPath, "device"))
if hwmonDir == "" {
continue
}
cards = append(cards, intelSysfsCard{cardPath: cardPath, hwmonDir: hwmonDir})
}
return cards, nil
}
func isIntelGpu(cardPath string) bool {
vendor, err := utils.ReadStringFileLimited(filepath.Join(cardPath, "device/vendor"), 64)
if err != nil {
return false
}
return strings.EqualFold(strings.TrimSpace(vendor), "0x8086")
}
func findIntelEnergyHwmon(devicePath string) string {
hwmons, _ := filepath.Glob(filepath.Join(devicePath, "hwmon/hwmon*"))
var fallback string
for _, hwmonDir := range hwmons {
if !sysfsFileExists(filepath.Join(hwmonDir, "energy1_input")) {
continue
}
if name, err := utils.ReadStringFileLimited(filepath.Join(hwmonDir, "name"), 64); err == nil && strings.EqualFold(strings.TrimSpace(name), "xe") {
return hwmonDir
}
if fallback == "" {
fallback = hwmonDir
}
}
return fallback
}
func sysfsFileExists(path string) bool {
_, err := utils.ReadStringFileLimited(path, 1)
return err == nil
}
// updateIntelSysfsGpuData reads GPU metrics from sysfs and updates the GPU data map.
// Returns true if the required energy counter was read successfully.
func (gm *GPUManager) updateIntelSysfsGpuData(cardPath, hwmonDir string) bool {
devicePath := filepath.Join(cardPath, "device")
id := filepath.Base(cardPath)
energy, err := readSysfsUint(filepath.Join(hwmonDir, "energy1_input"))
if err != nil {
return false
}
now := intelSysfsNow()
power, hasPower := gm.calculateIntelSysfsPower(id, energy, now)
powerPkg, hasPowerPkg := gm.readIntelSysfsPowerPkg(id, hwmonDir, now)
temp := readIntelSysfsTemperature(hwmonDir)
usage, usageErr := readOptionalSysfsFloat(filepath.Join(devicePath, "gpu_busy_percent"))
memUsed, memUsedErr := readFirstOptionalSysfsFloat(
filepath.Join(devicePath, "mem_info_vram_used"),
filepath.Join(devicePath, "mem_info_lmem_used"),
filepath.Join(devicePath, "mem_info_local_mem_used"),
)
memTotal, memTotalErr := readFirstOptionalSysfsFloat(
filepath.Join(devicePath, "mem_info_vram_total"),
filepath.Join(devicePath, "mem_info_lmem_total"),
filepath.Join(devicePath, "mem_info_local_mem_total"),
)
gm.Lock()
defer gm.Unlock()
gpu, ok := gm.GpuDataMap[id]
if !ok {
gpu = &system.GPUData{Name: getIntelSysfsGpuName(cardPath)}
gm.GpuDataMap[id] = gpu
}
if usageErr == nil {
gpu.Usage += usage
}
if memUsedErr == nil {
gpu.MemoryUsed = utils.BytesToMegabytes(memUsed)
}
if memTotalErr == nil {
gpu.MemoryTotal = utils.BytesToMegabytes(memTotal)
}
if temp > 0 {
gpu.Temperature = temp
}
if hasPower {
gpu.Power += power
slog.Debug("Computed Intel sysfs GPU power", "card", id, "watts", power)
}
if hasPowerPkg {
gpu.PowerPkg += powerPkg
}
gpu.Count++
return true
}
func (gm *GPUManager) calculateIntelSysfsPower(cardID string, microjoules uint64, timestamp time.Time) (float64, bool) {
if gm.intelSysfsEnergySnapshots == nil {
gm.intelSysfsEnergySnapshots = make(map[string]intelSysfsEnergySnapshot)
}
last, ok := gm.intelSysfsEnergySnapshots[cardID]
gm.intelSysfsEnergySnapshots[cardID] = intelSysfsEnergySnapshot{microjoules: microjoules, timestamp: timestamp}
if !ok {
return 0, false
}
if microjoules < last.microjoules {
slog.Debug("Intel sysfs energy counter reset", "card", cardID)
return 0, false
}
elapsed := timestamp.Sub(last.timestamp).Seconds()
if elapsed <= 0 {
return 0, false
}
delta := microjoules - last.microjoules
return float64(delta) / 1_000_000.0 / elapsed, true
}
func (gm *GPUManager) readIntelSysfsPowerPkg(cardID, hwmonDir string, timestamp time.Time) (float64, bool) {
energyPaths, _ := filepath.Glob(filepath.Join(hwmonDir, "energy*_input"))
for _, path := range energyPaths {
if filepath.Base(path) == "energy1_input" {
continue
}
energy, err := readSysfsUint(path)
if err != nil {
continue
}
return gm.calculateIntelSysfsPower(cardID+":"+filepath.Base(path), energy, timestamp)
}
return 0, false
}
func readIntelSysfsTemperature(hwmonDir string) float64 {
tempPaths, _ := filepath.Glob(filepath.Join(hwmonDir, "temp*_input"))
for _, path := range tempPaths {
temp, err := readSysfsFloat(path)
if err == nil && temp > 0 {
return temp / 1000.0
}
}
return 0
}
func readSysfsUint(path string) (uint64, error) {
val, err := utils.ReadStringFileLimited(path, 64)
if err != nil {
slog.Debug("Failed to read sysfs value", "path", path, "error", err)
return 0, err
}
return strconv.ParseUint(strings.TrimSpace(val), 10, 64)
}
func readOptionalSysfsFloat(path string) (float64, error) {
val, err := os.ReadFile(path)
if err != nil {
return 0, err
}
return strconv.ParseFloat(strings.TrimSpace(string(val)), 64)
}
func readFirstOptionalSysfsFloat(paths ...string) (float64, error) {
for _, path := range paths {
val, err := readOptionalSysfsFloat(path)
if err == nil {
return val, nil
}
}
return 0, fmt.Errorf("no sysfs values found")
}
func getIntelSysfsGpuName(cardPath string) string {
devicePath := filepath.Join(cardPath, "device")
if product, err := utils.ReadStringFileLimited(filepath.Join(devicePath, "product_name"), 128); err == nil && strings.TrimSpace(product) != "" {
return strings.TrimSpace(product)
}
if name, err := utils.ReadStringFileLimited(filepath.Join(devicePath, "name"), 128); err == nil && strings.TrimSpace(name) != "" {
return strings.TrimSpace(name)
}
return fmt.Sprintf("Intel GPU %s", filepath.Base(cardPath))
}
+217
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@@ -0,0 +1,217 @@
//go:build linux
package agent
import (
"os"
"path/filepath"
"testing"
"time"
"github.com/henrygd/beszel/agent/utils"
"github.com/henrygd/beszel/internal/entities/system"
"github.com/stretchr/testify/assert"
"github.com/stretchr/testify/require"
)
func setupIntelSysfsTest(t *testing.T) (root, cardPath, hwmonPath string) {
t.Helper()
root = t.TempDir()
oldRoot := drmSysfsRoot
drmSysfsRoot = root
t.Cleanup(func() {
drmSysfsRoot = oldRoot
})
cardPath = filepath.Join(root, "card0")
devicePath := filepath.Join(cardPath, "device")
hwmonPath = filepath.Join(devicePath, "hwmon", "hwmon0")
require.NoError(t, os.MkdirAll(hwmonPath, 0o755))
return root, cardPath, hwmonPath
}
func writeIntelSysfsFile(t *testing.T, basePath, name, content string) {
t.Helper()
require.NoError(t, os.WriteFile(filepath.Join(basePath, name), []byte(content), 0o644))
}
func setIntelSysfsTime(t *testing.T, now time.Time) {
t.Helper()
oldNow := intelSysfsNow
intelSysfsNow = func() time.Time { return now }
t.Cleanup(func() {
intelSysfsNow = oldNow
})
}
func TestIntelSysfsDetectsIntelCardWithEnergy(t *testing.T) {
_, cardPath, hwmonPath := setupIntelSysfsTest(t)
devicePath := filepath.Join(cardPath, "device")
writeIntelSysfsFile(t, devicePath, "vendor", "0x8086\n")
writeIntelSysfsFile(t, hwmonPath, "name", "xe\n")
writeIntelSysfsFile(t, hwmonPath, "energy1_input", "1000000\n")
gm := &GPUManager{}
assert.True(t, gm.hasIntelSysfs())
cards, err := discoverIntelSysfsCards()
require.NoError(t, err)
require.Len(t, cards, 1)
assert.Equal(t, cardPath, cards[0].cardPath)
assert.Equal(t, hwmonPath, cards[0].hwmonDir)
}
func TestIntelSysfsRejectsNonIntelCard(t *testing.T) {
_, cardPath, hwmonPath := setupIntelSysfsTest(t)
devicePath := filepath.Join(cardPath, "device")
writeIntelSysfsFile(t, devicePath, "vendor", "0x1002\n")
writeIntelSysfsFile(t, hwmonPath, "name", "xe\n")
writeIntelSysfsFile(t, hwmonPath, "energy1_input", "1000000\n")
gm := &GPUManager{}
assert.False(t, gm.hasIntelSysfs())
}
func TestIntelSysfsRequiresEnergyInput(t *testing.T) {
_, cardPath, hwmonPath := setupIntelSysfsTest(t)
devicePath := filepath.Join(cardPath, "device")
writeIntelSysfsFile(t, devicePath, "vendor", "0x8086\n")
writeIntelSysfsFile(t, hwmonPath, "name", "xe\n")
gm := &GPUManager{}
assert.False(t, gm.hasIntelSysfs())
}
func TestIntelSysfsFirstSampleInitializesWithoutBogusPower(t *testing.T) {
_, cardPath, hwmonPath := setupIntelSysfsTest(t)
devicePath := filepath.Join(cardPath, "device")
writeIntelSysfsFile(t, devicePath, "vendor", "0x8086\n")
writeIntelSysfsFile(t, hwmonPath, "name", "xe\n")
writeIntelSysfsFile(t, hwmonPath, "energy1_input", "1000000\n")
setIntelSysfsTime(t, time.Unix(100, 0))
gm := &GPUManager{GpuDataMap: make(map[string]*system.GPUData)}
ok := gm.updateIntelSysfsGpuData(cardPath, hwmonPath)
require.True(t, ok)
gpu := gm.GpuDataMap["card0"]
require.NotNil(t, gpu)
assert.Equal(t, "Intel GPU card0", gpu.Name)
assert.Equal(t, 0.0, gpu.Power)
assert.Equal(t, 1.0, gpu.Count)
}
func TestIntelSysfsSecondSampleComputesWatts(t *testing.T) {
_, cardPath, hwmonPath := setupIntelSysfsTest(t)
devicePath := filepath.Join(cardPath, "device")
writeIntelSysfsFile(t, devicePath, "vendor", "0x8086\n")
writeIntelSysfsFile(t, hwmonPath, "energy1_input", "1000000\n")
gm := &GPUManager{GpuDataMap: make(map[string]*system.GPUData)}
oldNow := intelSysfsNow
intelSysfsNow = func() time.Time { return time.Unix(100, 0) }
t.Cleanup(func() { intelSysfsNow = oldNow })
require.True(t, gm.updateIntelSysfsGpuData(cardPath, hwmonPath))
writeIntelSysfsFile(t, hwmonPath, "energy1_input", "6000000\n")
intelSysfsNow = func() time.Time { return time.Unix(102, 0) }
require.True(t, gm.updateIntelSysfsGpuData(cardPath, hwmonPath))
gpu := gm.GpuDataMap["card0"]
require.NotNil(t, gpu)
assert.Equal(t, 2.5, gpu.Power)
assert.Equal(t, 2.0, gpu.Count)
}
func TestIntelSysfsSecondEnergyCounterMapsToPowerPkg(t *testing.T) {
_, cardPath, hwmonPath := setupIntelSysfsTest(t)
devicePath := filepath.Join(cardPath, "device")
writeIntelSysfsFile(t, devicePath, "vendor", "0x8086\n")
writeIntelSysfsFile(t, hwmonPath, "energy1_input", "1000000\n")
writeIntelSysfsFile(t, hwmonPath, "energy2_input", "2000000\n")
oldNow := intelSysfsNow
t.Cleanup(func() { intelSysfsNow = oldNow })
gm := &GPUManager{GpuDataMap: make(map[string]*system.GPUData)}
intelSysfsNow = func() time.Time { return time.Unix(100, 0) }
require.True(t, gm.updateIntelSysfsGpuData(cardPath, hwmonPath))
writeIntelSysfsFile(t, hwmonPath, "energy1_input", "2000000\n")
writeIntelSysfsFile(t, hwmonPath, "energy2_input", "8000000\n")
intelSysfsNow = func() time.Time { return time.Unix(102, 0) }
require.True(t, gm.updateIntelSysfsGpuData(cardPath, hwmonPath))
gpu := gm.GpuDataMap["card0"]
require.NotNil(t, gpu)
assert.Equal(t, 0.5, gpu.Power)
assert.Equal(t, 3.0, gpu.PowerPkg)
}
func TestIntelSysfsCounterResetSkipsOneSample(t *testing.T) {
gm := &GPUManager{}
power, ok := gm.calculateIntelSysfsPower("card0", 5000000, time.Unix(100, 0))
assert.False(t, ok)
assert.Equal(t, 0.0, power)
power, ok = gm.calculateIntelSysfsPower("card0", 1000000, time.Unix(101, 0))
assert.False(t, ok)
assert.Equal(t, 0.0, power)
power, ok = gm.calculateIntelSysfsPower("card0", 3000000, time.Unix(103, 0))
assert.True(t, ok)
assert.Equal(t, 1.0, power)
}
func TestIntelSysfsTempInputMapsToCelsius(t *testing.T) {
_, cardPath, hwmonPath := setupIntelSysfsTest(t)
devicePath := filepath.Join(cardPath, "device")
writeIntelSysfsFile(t, devicePath, "vendor", "0x8086\n")
writeIntelSysfsFile(t, hwmonPath, "energy1_input", "1000000\n")
writeIntelSysfsFile(t, hwmonPath, "temp1_input", "43500\n")
setIntelSysfsTime(t, time.Unix(100, 0))
gm := &GPUManager{GpuDataMap: make(map[string]*system.GPUData)}
require.True(t, gm.updateIntelSysfsGpuData(cardPath, hwmonPath))
gpu := gm.GpuDataMap["card0"]
require.NotNil(t, gpu)
assert.Equal(t, 43.5, gpu.Temperature)
}
func TestIntelSysfsMissingOptionalFilesDoNotFail(t *testing.T) {
_, cardPath, hwmonPath := setupIntelSysfsTest(t)
devicePath := filepath.Join(cardPath, "device")
writeIntelSysfsFile(t, devicePath, "vendor", "0x8086\n")
writeIntelSysfsFile(t, hwmonPath, "energy1_input", "1000000\n")
setIntelSysfsTime(t, time.Unix(100, 0))
gm := &GPUManager{GpuDataMap: make(map[string]*system.GPUData)}
require.True(t, gm.updateIntelSysfsGpuData(cardPath, hwmonPath))
gpu := gm.GpuDataMap["card0"]
require.NotNil(t, gpu)
assert.Equal(t, 0.0, gpu.Usage)
assert.Equal(t, 0.0, gpu.MemoryUsed)
assert.Equal(t, 0.0, gpu.MemoryTotal)
assert.Equal(t, 0.0, gpu.Temperature)
}
func TestIntelSysfsMapsOpportunisticMemoryAndUsage(t *testing.T) {
_, cardPath, hwmonPath := setupIntelSysfsTest(t)
devicePath := filepath.Join(cardPath, "device")
writeIntelSysfsFile(t, devicePath, "vendor", "0x8086\n")
writeIntelSysfsFile(t, devicePath, "gpu_busy_percent", "37\n")
writeIntelSysfsFile(t, devicePath, "mem_info_lmem_used", "1073741824\n")
writeIntelSysfsFile(t, devicePath, "mem_info_lmem_total", "2147483648\n")
writeIntelSysfsFile(t, hwmonPath, "energy1_input", "1000000\n")
setIntelSysfsTime(t, time.Unix(100, 0))
gm := &GPUManager{GpuDataMap: make(map[string]*system.GPUData)}
require.True(t, gm.updateIntelSysfsGpuData(cardPath, hwmonPath))
gpu := gm.GpuDataMap["card0"]
require.NotNil(t, gpu)
assert.Equal(t, 37.0, gpu.Usage)
assert.Equal(t, utils.BytesToMegabytes(1073741824), gpu.MemoryUsed)
assert.Equal(t, utils.BytesToMegabytes(2147483648), gpu.MemoryTotal)
}
+13
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@@ -0,0 +1,13 @@
//go:build !linux
package agent
type intelSysfsEnergySnapshot struct{}
func (gm *GPUManager) hasIntelSysfs() bool {
return false
}
func (gm *GPUManager) startIntelSysfsCollector() bool {
return false
}
+2 -1
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@@ -332,11 +332,12 @@ func TestUpdateNvtopSnapshotsKeepsDeviceAssociationWhenOrderChanges(t *testing.T
}
func TestParseCollectorPriority(t *testing.T) {
got := parseCollectorPriority(" nvml, nvidia-smi, intel_gpu_top, amd_sysfs, nvtop, rocm-smi, bad ")
got := parseCollectorPriority(" nvml, nvidia-smi, intel_gpu_top, intel_sysfs, amd_sysfs, nvtop, rocm-smi, bad ")
want := []collectorSource{
collectorSourceNVML,
collectorSourceNvidiaSMI,
collectorSourceIntelGpuTop,
collectorSourceIntelSysfs,
collectorSourceAmdSysfs,
collectorSourceNVTop,
collectorSourceRocmSMI,