Add ROCm stats via rocm-smi (#767)
Add ROCm GPU stats support using `rocm-smi`.
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@@ -38,6 +38,13 @@ func getGpuStats(ctx context.Context, every time.Duration, logger *logmon.Monito
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logger.Debugf("nvidia-smi: %s", err.Error())
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}
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if ch, err := tryRocmSmi(ctx, every, logger); err == nil {
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logger.Info("using rocm-smi for GPU monitoring")
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return ch, nil
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} else {
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logger.Debugf("rocm-smi: %s", err.Error())
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}
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if ch, err := trySysfs(ctx, every, logger); err == nil {
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logger.Info("using sysfs for GPU monitoring")
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return ch, nil
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@@ -213,6 +220,113 @@ func parseNvidiaSmiLine(line string) *GpuStat {
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}
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}
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func tryRocmSmi(ctx context.Context, every time.Duration, logger *logmon.Monitor) (chan []GpuStat, error) {
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if _, err := exec.LookPath("rocm-smi"); err != nil {
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return nil, ErrNoGpuTool
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}
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if every < time.Second {
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every = time.Second
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}
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const pollTimeout = 5 * time.Second
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ch := make(chan []GpuStat, 1)
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go func() {
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defer close(ch)
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ticker := time.NewTicker(every)
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defer ticker.Stop()
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for {
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select {
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case <-ctx.Done():
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return
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case <-ticker.C:
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pollCtx, cancel := context.WithTimeout(ctx, pollTimeout)
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cmd := exec.CommandContext(pollCtx, "rocm-smi", "-i", "-P", "-t", "-f", "-u", "--showmemuse", "--showmeminfo", "vram", "--showproductname", "--csv")
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out, err := cmd.Output()
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timedOut := pollCtx.Err() == context.DeadlineExceeded
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cancel()
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if err != nil {
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if timedOut {
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logger.Debug("rocm-smi timed out")
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}
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continue
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}
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stats := make([]GpuStat, 0)
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scanner := bufio.NewScanner(strings.NewReader(string(out)))
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for scanner.Scan() {
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line := strings.TrimSpace(scanner.Text())
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if line == "" || strings.HasPrefix(line, "device,") {
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continue
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}
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stat := parseRocmSmiLine(line)
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if stat != nil {
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stats = append(stats, *stat)
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}
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}
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if len(stats) > 0 {
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select {
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case ch <- stats:
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default:
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}
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}
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}
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}
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}()
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return ch, nil
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}
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func parseRocmSmiLine(line string) *GpuStat {
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fields := strings.Split(line, ",")
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if len(fields) < 20 {
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return nil
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}
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device := strings.TrimSpace(fields[0])
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id, err := strconv.Atoi(strings.TrimPrefix(device, "card"))
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if err != nil {
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return nil
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}
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deviceName := strings.TrimSpace(fields[1])
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uuid := strings.TrimSpace(fields[5])
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tempC, _ := strconv.ParseFloat(strings.TrimSpace(fields[6]), 64)
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vramTempC, _ := strconv.ParseFloat(strings.TrimSpace(fields[8]), 64)
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fanSpeed, _ := strconv.ParseFloat(strings.TrimSpace(fields[10]), 64)
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powerDraw, _ := strconv.ParseFloat(strings.TrimSpace(fields[12]), 64)
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gpuUtil, _ := strconv.ParseFloat(strings.TrimSpace(fields[13]), 64)
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memUtil, _ := strconv.ParseFloat(strings.TrimSpace(fields[14]), 64)
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memTotal, _ := strconv.ParseUint(strings.TrimSpace(fields[17]), 10, 64)
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memUsed, _ := strconv.ParseUint(strings.TrimSpace(fields[18]), 10, 64)
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cardSeries := strings.TrimSpace(fields[19])
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name := device
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if cardSeries != "" && cardSeries != "N/A" {
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name = cardSeries + " " + device
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} else if deviceName != "" && deviceName != "N/A" {
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name = deviceName + " " + device
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}
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const toMB = 1024 * 1024
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return &GpuStat{
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Timestamp: time.Now(),
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ID: id,
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Name: name,
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UUID: uuid,
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TempC: int(tempC),
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VramTempC: int(vramTempC),
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GpuUtilPct: gpuUtil,
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MemUtilPct: memUtil,
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MemUsedMB: int(memUsed / toMB),
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MemTotalMB: int(memTotal / toMB),
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FanSpeedPct: fanSpeed,
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PowerDrawW: powerDraw,
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}
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}
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func trySysfs(ctx context.Context, every time.Duration, logger *logmon.Monitor) (chan []GpuStat, error) {
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return nil, ErrNotImplemented
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}
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