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device_info.go 6.82 KB
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maofeng.huang 提交于 2025-04-02 14:04 +08:00 . Add WatchFieldsWithGroup
/*
Copyright (c) 2024, Shanghai Iluvatar CoreX Semiconductor Co., Ltd.
All Rights Reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may
not use this file except in compliance with the License. You may obtain
a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.
*/
package ixdcgm
/*
#include "include/dcgm_agent.h"
#include "include/dcgm_structs.h"
*/
import "C"
import (
"fmt"
"math/rand"
"unsafe"
"github.com/bits-and-blooms/bitset"
)
type DeviceIdentifier struct {
ProductName string
DeviceName string
Serial string
DriverVersion string
}
type PciInfo struct {
BusId string
Bandwidth int64 // MB/s
}
type MemoryUsageInfo struct {
Version uint
BAR1 uint // MB
Total uint // MB
Used uint // MB
Free uint // MB
}
type DeviceInfo struct {
GPUId uint
IxDCGMSupported string
Uuid string
PowerLimit uint // W
PCI PciInfo
MemoryUsage MemoryUsageInfo
Identifiers DeviceIdentifier
Topology []P2PLink
CPUAffinity string
NUMAAffinity string
}
func getAllDeviceCount() (gpuCount uint, err error) {
var gpuIdList [C.DCGM_MAX_NUM_DEVICES]C.uint
var count C.int
r := C.dcgmGetAllDevices(C.ulong(handle.handle), &gpuIdList[0], &count)
if err = errorString(r); err != nil {
return gpuCount, err
}
gpuCount = uint(count)
return
}
func getPciBandwidth(gpuId uint) (int64, error) {
const (
maxLinkGen int = iota
maxLinkWidth
fieldsCount
)
pciFields := []Short{
C.DCGM_FI_DEV_PCIE_MAX_LINK_GEN,
C.DCGM_FI_DEV_PCIE_MAX_LINK_WIDTH,
}
fieldName := fmt.Sprintf("pciBandwidthFields%d", gpuId)
fieldsId, err := FieldGroupCreate(fieldName, pciFields)
if err != nil {
return 0, err
}
groupName := fmt.Sprintf("pciBandwidth%d", gpuId)
groupId, err := WatchFields([]uint{gpuId}, fieldsId, groupName)
if err != nil {
FieldGroupDestroy(fieldsId)
return 0, err
}
values, err := GetLatestValuesForFields(gpuId, pciFields)
if err != nil {
FieldGroupDestroy(fieldsId)
DestroyGroup(groupId)
return 0, fmt.Errorf("failed to get pcie bandwidgth: %s", err)
}
var genMap = map[int64]int64{
1: 250,
2: 500,
3: 985,
4: 1969,
}
FieldGroupDestroy(fieldsId)
DestroyGroup(groupId)
gen := values[maxLinkGen].Int64()
width := values[maxLinkWidth].Int64()
bandwidth := genMap[gen] * width
return bandwidth, nil
}
func getDeviceInfo(gpuId uint) (DeviceInfo, error) {
var dcgmAttr C.dcgmDeviceAttributes_t
dcgmAttr.version = C.uint(makeVersion3(unsafe.Sizeof(dcgmAttr)))
res := C.dcgmGetDeviceAttributes(C.ulong(handle.handle), C.uint(gpuId), &dcgmAttr)
if err := errorString(res); err != nil {
return DeviceInfo{}, err
}
// check if the given GPU is IxDCGM supported
gpus, err := getSupportedDevices()
if err != nil {
return DeviceInfo{}, err
}
supported := "N"
for _, gpu := range gpus {
if gpuId == gpu {
supported = "Y"
break
}
}
cpuAffinity, err := getAffinity(gpuId, "CPU")
if err != nil {
fmt.Printf("Error getting cpu affinity, set CPU Affinity to N/A, err: %s", err)
}
numaAffinity, err := getAffinity(gpuId, "NUMA")
if err != nil {
fmt.Printf("Error getting numa affinity, set NUMA Affinity to N/A, err: %s", err)
}
var topology []P2PLink
var bandwidth int64
if supported == "Y" {
topology, err = getDeviceTopology(gpuId)
if err != nil {
return DeviceInfo{}, err
}
bandwidth, err = getPciBandwidth(gpuId)
if err != nil {
return DeviceInfo{}, err
}
}
uuid := cChar2String(&dcgmAttr.identifiers.uuid[0])
powerLimit := uint(dcgmAttr.powerLimits.defaultPowerLimit)
busId := cChar2String(&dcgmAttr.identifiers.pciBusId[0])
pci := PciInfo{
BusId: busId,
Bandwidth: bandwidth,
}
id := DeviceIdentifier{
ProductName: cChar2String(&dcgmAttr.identifiers.deviceName[0]),
Serial: cChar2String(&dcgmAttr.identifiers.serial[0]),
DriverVersion: cChar2String(&dcgmAttr.identifiers.driverVersion[0]),
}
memInfo := MemoryUsageInfo{
Total: uint(dcgmAttr.memoryUsage.fbTotal),
Used: uint(dcgmAttr.memoryUsage.fbUsed),
Free: uint(dcgmAttr.memoryUsage.fbFree),
}
return DeviceInfo{
GPUId: gpuId,
IxDCGMSupported: supported,
Uuid: uuid,
PowerLimit: powerLimit,
PCI: pci,
MemoryUsage: memInfo,
Identifiers: id,
Topology: topology,
CPUAffinity: cpuAffinity,
NUMAAffinity: numaAffinity,
}, nil
}
func getSupportedDevices() (gpus []uint, err error) {
var gpuIdList [C.DCGM_MAX_NUM_DEVICES]C.uint
var count C.int
r := C.dcgmGetAllSupportedDevices(C.ulong(handle.handle), &gpuIdList[0], &count)
if err = errorString(r); err != nil {
return gpus, err
}
numGpus := uint(count)
gpus = make([]uint, numGpus)
for i := uint(0); i < numGpus; i++ {
gpus[i] = uint(gpuIdList[i])
}
return
}
// if err is not nil, return "N/A" as result
func getAffinity(gpuId uint, typ string) (result string, err error) {
const (
affinity0 int = iota
affinity1
affinity2
affinity3
fieldsCount
)
affFields := make([]Short, fieldsCount)
switch typ {
case "CPU":
affFields[affinity0] = DCGM_FI_DEV_CPU_AFFINITY_0
affFields[affinity1] = DCGM_FI_DEV_CPU_AFFINITY_1
affFields[affinity2] = DCGM_FI_DEV_CPU_AFFINITY_2
affFields[affinity3] = DCGM_FI_DEV_CPU_AFFINITY_3
case "NUMA":
affFields[affinity0] = DCGM_FI_DEV_MEM_AFFINITY_0
affFields[affinity1] = DCGM_FI_DEV_MEM_AFFINITY_1
affFields[affinity2] = DCGM_FI_DEV_MEM_AFFINITY_2
affFields[affinity3] = DCGM_FI_DEV_MEM_AFFINITY_3
default:
return "N/A", fmt.Errorf("not supported affinity type: %s", typ)
}
fieldGrpName := fmt.Sprintf("%sAffFields%d", typ, rand.Uint64())
fieldGrpHdl, err := FieldGroupCreate(fieldGrpName, affFields)
if err != nil {
return "N/A", err
}
defer FieldGroupDestroy(fieldGrpHdl)
gpuGrpName := fmt.Sprintf("%sAff%d", typ, rand.Uint64())
gpuGrpHdl, err := WatchFields([]uint{gpuId}, fieldGrpHdl, gpuGrpName)
if err != nil {
return "N/A", err
}
defer DestroyGroup(gpuGrpHdl)
values, err := GetLatestValuesForFields(gpuId, affFields)
if err != nil {
return "N/A", fmt.Errorf("Error getting %s affinity: %s", typ, err)
}
bits := make([]int64, 4)
bits[0] = values[affinity0].Int64()
bits[1] = values[affinity1].Int64()
bits[2] = values[affinity2].Int64()
bits[3] = values[affinity3].Int64()
for _, bit := range bits {
if bit >= DCGM_FT_INT64_BLANK {
// Retrieved affinity value is invalid.
return "N/A", nil
}
}
ubits := make([]uint64, len(bits))
for i, val := range bits {
ubits[i] = uint64(val)
}
b := bitset.From(ubits)
str := convertBitsetStr(b.String())
return str, nil
}
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