ollama/gpu/amd_hip_windows.go
Michael Yang b732beba6a lint
2024-08-01 17:06:06 -07:00

147 lines
4.1 KiB
Go

package gpu
import (
"errors"
"fmt"
"log/slog"
"syscall"
"unsafe"
"golang.org/x/sys/windows"
)
const (
hipSuccess = 0
hipErrorNoDevice = 100
)
type hipDevicePropMinimal struct {
Name [256]byte
unused1 [140]byte
GcnArchName [256]byte // gfx####
iGPU int // Doesn't seem to actually report correctly
unused2 [128]byte
}
// Wrap the amdhip64.dll library for GPU discovery
type HipLib struct {
dll windows.Handle
hipGetDeviceCount uintptr
hipGetDeviceProperties uintptr
hipMemGetInfo uintptr
hipSetDevice uintptr
hipDriverGetVersion uintptr
}
func NewHipLib() (*HipLib, error) {
// At runtime we depend on v6, so discover GPUs with the same library for a consistent set of GPUs
h, err := windows.LoadLibrary("amdhip64_6.dll")
if err != nil {
return nil, fmt.Errorf("unable to load amdhip64_6.dll, please make sure to upgrade to the latest amd driver: %w", err)
}
hl := &HipLib{}
hl.dll = h
hl.hipGetDeviceCount, err = windows.GetProcAddress(hl.dll, "hipGetDeviceCount")
if err != nil {
return nil, err
}
hl.hipGetDeviceProperties, err = windows.GetProcAddress(hl.dll, "hipGetDeviceProperties")
if err != nil {
return nil, err
}
hl.hipMemGetInfo, err = windows.GetProcAddress(hl.dll, "hipMemGetInfo")
if err != nil {
return nil, err
}
hl.hipSetDevice, err = windows.GetProcAddress(hl.dll, "hipSetDevice")
if err != nil {
return nil, err
}
hl.hipDriverGetVersion, err = windows.GetProcAddress(hl.dll, "hipDriverGetVersion")
if err != nil {
return nil, err
}
return hl, nil
}
// The hip library only evaluates the HIP_VISIBLE_DEVICES variable at startup
// so we have to unload/reset the library after we do our initial discovery
// to make sure our updates to that variable are processed by llama.cpp
func (hl *HipLib) Release() {
err := windows.FreeLibrary(hl.dll)
if err != nil {
slog.Warn("failed to unload amdhip64.dll", "error", err)
}
hl.dll = 0
}
func (hl *HipLib) AMDDriverVersion() (driverMajor, driverMinor int, err error) {
if hl.dll == 0 {
return 0, 0, errors.New("dll has been unloaded")
}
var version int
status, _, err := syscall.SyscallN(hl.hipDriverGetVersion, uintptr(unsafe.Pointer(&version)))
if status != hipSuccess {
return 0, 0, fmt.Errorf("failed call to hipDriverGetVersion: %d %s", status, err)
}
slog.Debug("hipDriverGetVersion", "version", version)
driverMajor = version / 10000000
driverMinor = (version - (driverMajor * 10000000)) / 100000
return driverMajor, driverMinor, nil
}
func (hl *HipLib) HipGetDeviceCount() int {
if hl.dll == 0 {
slog.Error("dll has been unloaded")
return 0
}
var count int
status, _, err := syscall.SyscallN(hl.hipGetDeviceCount, uintptr(unsafe.Pointer(&count)))
if status == hipErrorNoDevice {
slog.Info("AMD ROCm reports no devices found")
return 0
}
if status != hipSuccess {
slog.Warn("failed call to hipGetDeviceCount", "status", status, "error", err)
}
return count
}
func (hl *HipLib) HipSetDevice(device int) error {
if hl.dll == 0 {
return errors.New("dll has been unloaded")
}
status, _, err := syscall.SyscallN(hl.hipSetDevice, uintptr(device))
if status != hipSuccess {
return fmt.Errorf("failed call to hipSetDevice: %d %s", status, err)
}
return nil
}
func (hl *HipLib) HipGetDeviceProperties(device int) (*hipDevicePropMinimal, error) {
if hl.dll == 0 {
return nil, errors.New("dll has been unloaded")
}
var props hipDevicePropMinimal
status, _, err := syscall.SyscallN(hl.hipGetDeviceProperties, uintptr(unsafe.Pointer(&props)), uintptr(device))
if status != hipSuccess {
return nil, fmt.Errorf("failed call to hipGetDeviceProperties: %d %s", status, err)
}
return &props, nil
}
// free, total, err
func (hl *HipLib) HipMemGetInfo() (uint64, uint64, error) {
if hl.dll == 0 {
return 0, 0, errors.New("dll has been unloaded")
}
var totalMemory uint64
var freeMemory uint64
status, _, err := syscall.SyscallN(hl.hipMemGetInfo, uintptr(unsafe.Pointer(&freeMemory)), uintptr(unsafe.Pointer(&totalMemory)))
if status != hipSuccess {
return 0, 0, fmt.Errorf("failed call to hipMemGetInfo: %d %s", status, err)
}
return freeMemory, totalMemory, nil
}