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cldevice.go
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cldevice.go
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// Copyright (c) 2016 The Decred developers.
// +build opencl,!cuda,!opencladl
package main
import (
"bufio"
"bytes"
"fmt"
"io"
"io/ioutil"
"math"
"os"
"runtime"
"strconv"
"strings"
"sync"
"sync/atomic"
"time"
"unsafe"
"github.com/decred/gominer/cl"
"github.com/decred/gominer/util"
"github.com/decred/gominer/work"
)
// Return the GPU library in use.
func gpuLib() string {
return "OpenCL"
}
const (
outputBufferSize = cl.CL_size_t(64)
localWorksize = 64
uint32Size = cl.CL_size_t(unsafe.Sizeof(cl.CL_uint(0)))
)
var zeroSlice = []cl.CL_uint{cl.CL_uint(0)}
func appendBitfield(info, value cl.CL_bitfield, name string, str *string) {
if (info & value) != 0 {
*str += name
}
}
func amdgpuFanPercentToValue(percent uint32) uint32 {
value := AMDGPUFanFailSafe
calculatedValue := float64(AMDGPUFanMax) * float64(percent) / float64(100)
if calculatedValue > 0 {
value = uint32(calculatedValue)
} else {
minrLog.Errorf("amdgpuFanPercentToValue() failed; using failsafe "+
"value of %v", AMDGPUFanFailSafe)
}
return value
}
// validate that we can write to the AMDGPU sysfs fan path
func amdgpuFanPermissionsValid(index int) error {
path := amdgpuGetSysfsPath(index, "fan")
file, err := os.OpenFile(path, os.O_WRONLY, 0666)
file.Close()
if err != nil {
if os.IsPermission(err) {
return fmt.Errorf("path %v is not writable", path)
} else {
return fmt.Errorf("path %v unusable %v", path, err)
}
}
return nil
}
func amdgpuGetSysfsPath(index int, field string) string {
cardPath := fmt.Sprintf("%s%d", "/sys/class/drm/card", index)
driverPath := "/sys/module/amdgpu"
if field == "card" {
return cardPath
}
if field == "driver" {
return driverPath
}
// find hwmon/hwmon<number>
hwmonBasePath := fmt.Sprintf("%s%d%s", "/sys/class/drm/card", index, "/device/hwmon/")
hwmonName := ""
// open hwmon base path and scan for the numbered entry
files, err := ioutil.ReadDir(hwmonBasePath)
if err != nil {
minrLog.Errorf("unable to read AMDGPU sysfs dir %v: %v", hwmonBasePath,
err)
return "unknown"
}
for _, f := range files {
// we should only find one entry but the API may not be stable
if strings.Contains(f.Name(), "hwmon") {
hwmonName = f.Name()
}
}
if hwmonName == "" {
minrLog.Errorf("unable to find full hwmon path")
return "unknown"
}
hwmonFullPath := fmt.Sprintf("%s/%s/", hwmonBasePath, hwmonName)
switch field {
case "fan":
return hwmonFullPath + "pwm1"
case "temp":
return hwmonFullPath + "temp1_input"
}
return "unknown"
}
func fanControlSet(index int, fanCur uint32, tempTargetType string,
fanChangeLevel string) {
fanAdjustmentPercent := FanControlAdjustmentSmall
fanNewPercent := uint32(0)
fanNewValue := uint32(0)
if fanChangeLevel == ChangeLevelLarge {
fanAdjustmentPercent = FanControlAdjustmentLarge
}
minrLog.Tracef("DEV #%d fanControlSet fanCur %v tempTargetType %v "+
"fanChangeLevel %v", index, fanCur, tempTargetType, fanChangeLevel)
switch tempTargetType {
// Decrease the temperature by increasing the fan speed
case TargetLower:
fanNewPercent = fanCur + fanAdjustmentPercent
fanNewValue = amdgpuFanPercentToValue(fanNewPercent)
break
// Increase the temperature by decreasing the fan speed
case TargetHigher:
fanNewPercent = fanCur - fanAdjustmentPercent
fanNewValue = amdgpuFanPercentToValue(fanNewPercent)
break
}
fanPath := amdgpuGetSysfsPath(index, "fan")
minrLog.Tracef("DEV #%d need to %v temperature; adjusting fan from "+
"fanCur %v%% to fanNewPercent %v%% by writing fanNewValue %v to %v",
index, strings.ToLower(tempTargetType), fanCur, fanNewPercent,
fanNewValue, fanPath)
err := deviceStatsWriteSysfsEntry(fanPath, fanNewValue)
if err != nil {
minrLog.Errorf("DEV #%d unable to adjust fan: %v", index, err.Error())
} else {
minrLog.Infof("DEV #%d successfully adjusted fan from %v%% to %v%% to "+
"%v temp", index, fanCur, fanNewPercent,
strings.ToLower(tempTargetType))
}
}
func loadProgramSource(filename string) ([][]byte, []cl.CL_size_t, error) {
var programBuffer [1][]byte
var programSize [1]cl.CL_size_t
// Read each program file and place content into buffer array.
programHandle, err := os.Open(filename)
if err != nil {
return nil, nil, err
}
defer programHandle.Close()
buf := bytes.NewBuffer(nil)
_, err = io.Copy(buf, programHandle)
if err != nil {
return nil, nil, err
}
str := string(buf.Bytes())
programFinal := []byte(str)
programSize[0] = cl.CL_size_t(len(programFinal))
programBuffer[0] = make([]byte, programSize[0])
for i := range programFinal {
programBuffer[0][i] = programFinal[i]
}
return programBuffer[:], programSize[:], nil
}
func clError(status cl.CL_int, f string) error {
if -status < 0 || int(-status) > len(cl.ERROR_CODES_STRINGS) {
return fmt.Errorf("returned unknown error")
}
return fmt.Errorf("%s returned error %s (%d)", f,
cl.ERROR_CODES_STRINGS[-status], status)
}
type Device struct {
// The following variables must only be used atomically.
fanPercent uint32
temperature uint32
sync.Mutex
index int
cuda bool
// Items for OpenCL device
platformID cl.CL_platform_id
deviceID cl.CL_device_id
deviceName string
deviceType string
context cl.CL_context
queue cl.CL_command_queue
outputBuffer cl.CL_mem
program cl.CL_program
kernel cl.CL_kernel
fanControlActive bool
fanControlLastTemp uint32
fanControlLastFanPercent uint32
fanTempActive bool
kind string
tempTarget uint32
//cuInput cu.DevicePtr
cuInSize int64
cuOutputBuffer []float64
workSize uint32
// extraNonce is the device extraNonce, where the first
// byte is the device ID (supporting up to 255 devices)
// while the last 3 bytes is the extraNonce value. If
// the extraNonce goes through all 0x??FFFFFF values,
// it will reset to 0x??000000.
extraNonce uint32
currentWorkID uint32
midstate [8]uint32
lastBlock [16]uint32
work work.Work
newWork chan *work.Work
workDone chan []byte
hasWork bool
started uint32
allDiffOneShares uint64
validShares uint64
invalidShares uint64
quit chan struct{}
}
// If the device order and OpenCL index are ever not the same then we can
// implement topology finding code:
// https://github.com/Oblomov/clinfo/blob/master/src/clinfo.c#L1061-L1126
func determineDeviceKind(index int, deviceType string) string {
deviceKind := DeviceKindUnknown
if deviceType == DeviceTypeCPU {
return deviceKind
}
switch runtime.GOOS {
case "linux":
// check if the AMDGPU driver is loaded
if _, err := os.Stat(amdgpuGetSysfsPath(index, "driver")); err == nil {
// make sure a sysfs entry exists for the index of this device
if _, err := os.Stat(amdgpuGetSysfsPath(index, "card")); err == nil {
deviceKind = DeviceKindAMDGPU
}
}
break
}
return deviceKind
}
func deviceStats(index int) (uint32, uint32) {
fanPercent := uint32(0)
temperature := uint32(0)
fanPercent = deviceStatsReadSysfsEntry(amdgpuGetSysfsPath(index, "fan"))
fanPercentFloat := float64(fanPercent) / float64(AMDGPUFanMax) * float64(100)
fanPercent = uint32(fanPercentFloat)
temperature = deviceStatsReadSysfsEntry(amdgpuGetSysfsPath(index, "temp")) / AMDTempDivisor
return fanPercent, temperature
}
func deviceStatsReadSysfsEntry(path string) uint32 {
res := uint32(0)
dataRaw := ""
f, err := os.Open(path)
if err != nil {
if err != nil {
minrLog.Errorf("unable to open %v", path)
return res
}
}
defer f.Close()
r := bufio.NewScanner(f)
for r.Scan() {
dataRaw = string(r.Bytes())
}
if err := r.Err(); err != nil {
return res
}
dataInt, err := strconv.Atoi(dataRaw)
if err != nil {
minrLog.Errorf("unable to convert to int %v", err)
return res
}
res = uint32(dataInt)
return res
}
func deviceStatsWriteSysfsEntry(path string, value uint32) error {
stringValue := strconv.Itoa(int(value)) + "\n"
err := ioutil.WriteFile(path, []byte(stringValue), 0644)
if err != nil {
return fmt.Errorf("unable to write %v to %v: %v", value, path, err)
}
return nil
}
func getCLInfo() (cl.CL_platform_id, []cl.CL_device_id, error) {
var platformID cl.CL_platform_id
platformIDs, err := getCLPlatforms()
if err != nil {
return platformID, nil, fmt.Errorf("Could not get CL platforms: %v", err)
}
platformID = platformIDs[0]
CLdeviceIDs, err := getCLDevices(platformID)
if err != nil {
return platformID, nil, fmt.Errorf("Could not get CL devices for platform: %v", err)
}
return platformID, CLdeviceIDs, nil
}
func getCLPlatforms() ([]cl.CL_platform_id, error) {
var numPlatforms cl.CL_uint
status := cl.CLGetPlatformIDs(0, nil, &numPlatforms)
if status != cl.CL_SUCCESS {
return nil, clError(status, "CLGetPlatformIDs")
}
platforms := make([]cl.CL_platform_id, numPlatforms)
status = cl.CLGetPlatformIDs(numPlatforms, platforms, nil)
if status != cl.CL_SUCCESS {
return nil, clError(status, "CLGetPlatformIDs")
}
return platforms, nil
}
// getCLDevices returns the list of devices for the given platform.
func getCLDevices(platform cl.CL_platform_id) ([]cl.CL_device_id, error) {
var numDevices cl.CL_uint
status := cl.CLGetDeviceIDs(platform, cl.CL_DEVICE_TYPE_ALL, 0, nil,
&numDevices)
if status != cl.CL_SUCCESS {
return nil, clError(status, "CLGetDeviceIDs")
}
devices := make([]cl.CL_device_id, numDevices)
status = cl.CLGetDeviceIDs(platform, cl.CL_DEVICE_TYPE_ALL, numDevices,
devices, nil)
if status != cl.CL_SUCCESS {
return nil, clError(status, "CLGetDeviceIDs")
}
return devices, nil
}
// ListDevices prints a list of devices present.
func ListDevices() {
platformIDs, err := getCLPlatforms()
if err != nil {
fmt.Fprintf(os.Stderr, "Could not get CL platforms: %v\n", err)
os.Exit(1)
}
deviceListIndex := 0
for i := range platformIDs {
platformID := platformIDs[i]
deviceIDs, err := getCLDevices(platformID)
if err != nil {
fmt.Fprintf(os.Stderr, "Could not get CL devices for platform: %v\n", err)
os.Exit(1)
}
for _, deviceID := range deviceIDs {
fmt.Printf("DEV #%d: %s\n", deviceListIndex, getDeviceInfo(deviceID, cl.CL_DEVICE_NAME, "CL_DEVICE_NAME"))
deviceListIndex++
}
}
}
func NewDevice(index int, order int, platformID cl.CL_platform_id, deviceID cl.CL_device_id,
workDone chan []byte) (*Device, error) {
d := &Device{
index: index,
platformID: platformID,
deviceID: deviceID,
deviceName: getDeviceInfo(deviceID, cl.CL_DEVICE_NAME, "CL_DEVICE_NAME"),
deviceType: getDeviceInfo(deviceID, cl.CL_DEVICE_TYPE, "CL_DEVICE_TYPE"),
quit: make(chan struct{}),
newWork: make(chan *work.Work, 5),
workDone: workDone,
fanPercent: 0,
temperature: 0,
tempTarget: 0,
}
var status cl.CL_int
// Create the CL context.
d.context = cl.CLCreateContext(nil, 1, []cl.CL_device_id{deviceID},
nil, nil, &status)
if status != cl.CL_SUCCESS {
return nil, clError(status, "CLCreateContext")
}
// Create the command queue.
d.queue = cl.CLCreateCommandQueue(d.context, deviceID, 0, &status)
if status != cl.CL_SUCCESS {
return nil, clError(status, "CLCreateCommandQueue")
}
// Create the output buffer.
d.outputBuffer = cl.CLCreateBuffer(d.context, cl.CL_MEM_READ_WRITE,
uint32Size*outputBufferSize, nil, &status)
if status != cl.CL_SUCCESS {
return nil, clError(status, "CLCreateBuffer")
}
// Load kernel source.
progSrc, progSize, err := loadProgramSource(cfg.ClKernel)
if err != nil {
return nil, fmt.Errorf("Could not load kernel source: %v", err)
}
// Create the program.
d.program = cl.CLCreateProgramWithSource(d.context, 1, progSrc[:],
progSize[:], &status)
if status != cl.CL_SUCCESS {
return nil, clError(status, "CLCreateProgramWithSource")
}
// Build the program for the device.
compilerOptions := ""
compilerOptions += fmt.Sprintf(" -D WORKSIZE=%d", localWorksize)
status = cl.CLBuildProgram(d.program, 1, []cl.CL_device_id{deviceID},
[]byte(compilerOptions), nil, nil)
if status != cl.CL_SUCCESS {
err = clError(status, "CLBuildProgram")
// Something went wrong! Print what it is.
var logSize cl.CL_size_t
status = cl.CLGetProgramBuildInfo(d.program, deviceID,
cl.CL_PROGRAM_BUILD_LOG, 0, nil, &logSize)
if status != cl.CL_SUCCESS {
minrLog.Errorf("Could not obtain compilation error log: %v",
clError(status, "CLGetProgramBuildInfo"))
}
var programLog interface{}
status = cl.CLGetProgramBuildInfo(d.program, deviceID,
cl.CL_PROGRAM_BUILD_LOG, logSize, &programLog, nil)
if status != cl.CL_SUCCESS {
minrLog.Errorf("Could not obtain compilation error log: %v",
clError(status, "CLGetProgramBuildInfo"))
}
minrLog.Errorf("%s\n", programLog)
return nil, err
}
// Create the kernel.
d.kernel = cl.CLCreateKernel(d.program, []byte("search"), &status)
if status != cl.CL_SUCCESS {
return nil, clError(status, "CLCreateKernel")
}
d.started = uint32(time.Now().Unix())
// Autocalibrate the desired work size for the kernel, or use one of the
// values passed explicitly by the use.
// The intensity or worksize must be set by the user.
userSetWorkSize := false
if len(cfg.IntensityInts) > 0 || len(cfg.WorkSizeInts) > 0 {
userSetWorkSize = true
}
var globalWorkSize uint32
if !userSetWorkSize {
// Apply the first setting as a global setting
calibrateTime := cfg.AutocalibrateInts[0]
// Override with the per-device setting if it exists
for i := range cfg.AutocalibrateInts {
if i == order {
calibrateTime = cfg.AutocalibrateInts[i]
}
}
idealWorkSize, err := d.calcWorkSizeForMilliseconds(calibrateTime)
if err != nil {
return nil, err
}
minrLog.Debugf("Autocalibration successful, work size for %v"+
"ms per kernel execution on device %v determined to be %v",
calibrateTime, d.index, idealWorkSize)
globalWorkSize = idealWorkSize
} else {
if len(cfg.IntensityInts) > 0 {
// Apply the first setting as a global setting
globalWorkSize = 1 << uint32(cfg.IntensityInts[0])
// Override with the per-device setting if it exists
for i := range cfg.IntensityInts {
if i == order {
globalWorkSize = 1 << uint32(cfg.IntensityInts[order])
}
}
}
if len(cfg.WorkSizeInts) > 0 {
// Apply the first setting as a global setting
globalWorkSize = uint32(cfg.WorkSizeInts[0])
// Override with the per-device setting if it exists
for i := range cfg.WorkSizeInts {
if i == order {
globalWorkSize = uint32(cfg.WorkSizeInts[order])
}
}
}
}
intensity := math.Log2(float64(globalWorkSize))
minrLog.Infof("DEV #%d: Work size set to %v ('intensity' %v)",
d.index, globalWorkSize, intensity)
d.workSize = globalWorkSize
// Determine the device/driver kind
d.kind = determineDeviceKind(d.index, d.deviceType)
switch d.kind {
case DeviceKindAMDGPU:
fanPercent, temperature := deviceStats(d.index)
// Newer cards will idle with the fan off so just check if we got
// a good temperature reading
if temperature != 0 {
atomic.StoreUint32(&d.fanPercent, fanPercent)
atomic.StoreUint32(&d.temperature, temperature)
d.fanTempActive = true
}
break
}
// Check if temperature target is specified
if len(cfg.TempTargetInts) > 0 {
// Apply the first setting as a global setting
d.tempTarget = cfg.TempTargetInts[0]
// Override with the per-device setting if it exists
for i := range cfg.TempTargetInts {
if i == order {
d.tempTarget = uint32(cfg.TempTargetInts[order])
}
}
d.fanControlActive = true
}
// validate that we can actually do fan control
fanControlNotWorking := false
if d.tempTarget > 0 {
// validate that fan control is supported
if !d.fanControlSupported(d.kind) {
return nil, fmt.Errorf("temperature target of %v for device #%v; "+
"fan control is not supported on device kind %v", d.tempTarget,
index, d.kind)
}
if !d.fanTempActive {
minrLog.Errorf("DEV #%d ignoring temperature target of %v; "+
"could not get initial %v read", index, d.tempTarget, d.kind)
fanControlNotWorking = true
}
if !fanControlNotWorking {
err := amdgpuFanPermissionsValid(index)
if err != nil {
minrLog.Errorf("DEV #%d ignoring temperature target of %v; "+
"%v", index, d.tempTarget, err)
fanControlNotWorking = true
}
}
if fanControlNotWorking {
d.tempTarget = 0
d.fanControlActive = false
}
}
return d, nil
}
func (d *Device) runDevice() error {
minrLog.Infof("Started DEV #%d: %s", d.index, d.deviceName)
outputData := make([]uint32, outputBufferSize)
// Bump the extraNonce for the device it's running on
// when you begin mining. This ensures each device is doing
// different work. If the extraNonce has already been
// set for valid work, restore that.
d.extraNonce += uint32(d.index) << 24
d.lastBlock[work.Nonce1Word] = util.Uint32EndiannessSwap(d.extraNonce)
var status cl.CL_int
for {
d.updateCurrentWork()
select {
case <-d.quit:
return nil
default:
}
// Increment extraNonce.
util.RolloverExtraNonce(&d.extraNonce)
d.lastBlock[work.Nonce1Word] = util.Uint32EndiannessSwap(d.extraNonce)
// Update the timestamp. Only solo work allows you to roll
// the timestamp.
ts := d.work.JobTime
if d.work.IsGetWork {
diffSeconds := uint32(time.Now().Unix()) - d.work.TimeReceived
ts = d.work.JobTime + diffSeconds
}
d.lastBlock[work.TimestampWord] = util.Uint32EndiannessSwap(ts)
// arg 0: pointer to the buffer
obuf := d.outputBuffer
status = cl.CLSetKernelArg(d.kernel, 0,
cl.CL_size_t(unsafe.Sizeof(obuf)),
unsafe.Pointer(&obuf))
if status != cl.CL_SUCCESS {
return clError(status, "CLSetKernelArg")
}
// args 1..8: midstate
for i := 0; i < 8; i++ {
ms := d.midstate[i]
status = cl.CLSetKernelArg(d.kernel, cl.CL_uint(i+1),
uint32Size, unsafe.Pointer(&ms))
if status != cl.CL_SUCCESS {
return clError(status, "CLSetKernelArg")
}
}
// args 9..20: lastBlock except nonce
i2 := 0
for i := 0; i < 12; i++ {
if i2 == work.Nonce0Word {
i2++
}
lb := d.lastBlock[i2]
status = cl.CLSetKernelArg(d.kernel, cl.CL_uint(i+9),
uint32Size, unsafe.Pointer(&lb))
if status != cl.CL_SUCCESS {
return clError(status, "CLSetKernelArg")
}
i2++
}
// Clear the found count from the buffer
status = cl.CLEnqueueWriteBuffer(d.queue, d.outputBuffer,
cl.CL_FALSE, 0, uint32Size, unsafe.Pointer(&zeroSlice[0]),
0, nil, nil)
if status != cl.CL_SUCCESS {
return clError(status, "CLEnqueueWriteBuffer")
}
// Execute the kernel and follow its execution time.
currentTime := time.Now()
var globalWorkSize [1]cl.CL_size_t
globalWorkSize[0] = cl.CL_size_t(d.workSize)
var localWorkSize [1]cl.CL_size_t
localWorkSize[0] = localWorksize
status = cl.CLEnqueueNDRangeKernel(d.queue, d.kernel, 1, nil,
globalWorkSize[:], localWorkSize[:], 0, nil, nil)
if status != cl.CL_SUCCESS {
return clError(status, "CLEnqueueNDRangeKernel")
}
// Read the output buffer.
cl.CLEnqueueReadBuffer(d.queue, d.outputBuffer, cl.CL_TRUE, 0,
uint32Size*outputBufferSize, unsafe.Pointer(&outputData[0]), 0,
nil, nil)
if status != cl.CL_SUCCESS {
return clError(status, "CLEnqueueReadBuffer")
}
for i := uint32(0); i < outputData[0]; i++ {
minrLog.Debugf("DEV #%d: Found candidate %v nonce %08x, "+
"extraNonce %08x, workID %08x, timestamp %08x",
d.index, i+1, outputData[i+1], d.lastBlock[work.Nonce1Word],
util.Uint32EndiannessSwap(d.currentWorkID),
d.lastBlock[work.TimestampWord])
// Assess the work. If it's below target, it'll be rejected
// here. The mining algorithm currently sends this function any
// difficulty 1 shares.
d.foundCandidate(d.lastBlock[work.TimestampWord], outputData[i+1],
d.lastBlock[work.Nonce1Word])
}
elapsedTime := time.Since(currentTime)
minrLog.Tracef("DEV #%d: Kernel execution to read time: %v", d.index,
elapsedTime)
}
}
func newMinerDevs(m *Miner) (*Miner, int, error) {
deviceListIndex := 0
deviceListEnabledCount := 0
platformIDs, err := getCLPlatforms()
if err != nil {
return nil, 0, fmt.Errorf("Could not get CL platforms: %v", err)
}
for p := range platformIDs {
platformID := platformIDs[p]
CLdeviceIDs, err := getCLDevices(platformID)
if err != nil {
return nil, 0, fmt.Errorf("Could not get CL devices for platform: %v", err)
}
for _, CLdeviceID := range CLdeviceIDs {
miningAllowed := false
// Enforce device restrictions if they exist
if len(cfg.DeviceIDs) > 0 {
for _, i := range cfg.DeviceIDs {
if deviceListIndex == i {
miningAllowed = true
}
}
} else {
miningAllowed = true
}
if miningAllowed {
newDevice, err := NewDevice(deviceListIndex, deviceListEnabledCount, platformID, CLdeviceID, m.workDone)
deviceListEnabledCount++
m.devices = append(m.devices, newDevice)
if err != nil {
return nil, 0, err
}
}
deviceListIndex++
}
}
return m, deviceListEnabledCount, nil
}
func getDeviceInfo(id cl.CL_device_id,
name cl.CL_device_info,
str string) string {
var errNum cl.CL_int
var paramValueSize cl.CL_size_t
errNum = cl.CLGetDeviceInfo(id, name, 0, nil, ¶mValueSize)
if errNum != cl.CL_SUCCESS {
return fmt.Sprintf("Failed to find OpenCL device info %s.\n", str)
}
var info interface{}
errNum = cl.CLGetDeviceInfo(id, name, paramValueSize, &info, nil)
if errNum != cl.CL_SUCCESS {
return fmt.Sprintf("Failed to find OpenCL device info %s.\n", str)
}
switch name {
case cl.CL_DEVICE_TYPE:
var deviceTypeStr string
appendBitfield(cl.CL_bitfield(info.(cl.CL_device_type)),
cl.CL_bitfield(cl.CL_DEVICE_TYPE_CPU),
DeviceTypeCPU,
&deviceTypeStr)
appendBitfield(cl.CL_bitfield(info.(cl.CL_device_type)),
cl.CL_bitfield(cl.CL_DEVICE_TYPE_GPU),
DeviceTypeGPU,
&deviceTypeStr)
info = deviceTypeStr
}
strinfo := fmt.Sprintf("%v", info)
return strinfo
}
func (d *Device) Release() {
cl.CLReleaseKernel(d.kernel)
cl.CLReleaseProgram(d.program)
cl.CLReleaseCommandQueue(d.queue)
cl.CLReleaseMemObject(d.outputBuffer)
cl.CLReleaseContext(d.context)
// XXX need to check if/how the AMDGPU driver/device takes back
// automatic fan control like we do for ADL
}