ollama/gpu/amd_common.go

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//go:build linux || windows
package gpu
import (
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"errors"
"log/slog"
"os"
"path/filepath"
"runtime"
"strings"
)
// Determine if the given ROCm lib directory is usable by checking for existence of some glob patterns
func rocmLibUsable(libDir string) bool {
slog.Debug("evaluating potential rocm lib dir " + libDir)
for _, g := range ROCmLibGlobs {
res, _ := filepath.Glob(filepath.Join(libDir, g))
if len(res) == 0 {
return false
}
}
return true
}
func GetSupportedGFX(libDir string) ([]string, error) {
var ret []string
files, err := filepath.Glob(filepath.Join(libDir, "rocblas", "library", "TensileLibrary_lazy_gfx*.dat"))
if err != nil {
return nil, err
}
for _, file := range files {
ret = append(ret, strings.TrimSuffix(strings.TrimPrefix(filepath.Base(file), "TensileLibrary_lazy_"), ".dat"))
}
return ret, nil
}
func rocmGetVisibleDevicesEnv(gpuInfo []GpuInfo) (string, string) {
ids := []string{}
for _, info := range gpuInfo {
if info.Library != "rocm" {
// TODO shouldn't happen if things are wired correctly...
slog.Debug("rocmGetVisibleDevicesEnv skipping over non-rocm device", "library", info.Library)
continue
}
ids = append(ids, info.ID)
}
return "HIP_VISIBLE_DEVICES", strings.Join(ids, ",")
}
func commonAMDValidateLibDir() (string, error) {
// Favor our bundled version
// Installer payload location if we're running the installed binary
exe, err := os.Executable()
if err == nil {
rocmTargetDir := filepath.Join(filepath.Dir(exe), "rocm")
if rocmLibUsable(rocmTargetDir) {
slog.Debug("detected ROCM next to ollama executable " + rocmTargetDir)
return rocmTargetDir, nil
}
}
// Prefer explicit HIP env var
hipPath := os.Getenv("HIP_PATH")
if hipPath != "" {
hipLibDir := filepath.Join(hipPath, "bin")
if rocmLibUsable(hipLibDir) {
slog.Debug("detected ROCM via HIP_PATH=" + hipPath)
return hipLibDir, nil
}
}
// Scan the LD_LIBRARY_PATH or PATH
pathEnv := "LD_LIBRARY_PATH"
if runtime.GOOS == "windows" {
pathEnv = "PATH"
}
paths := os.Getenv(pathEnv)
for _, path := range filepath.SplitList(paths) {
d, err := filepath.Abs(path)
if err != nil {
continue
}
if rocmLibUsable(d) {
return d, nil
}
}
// Well known location(s)
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for _, path := range RocmStandardLocations {
if rocmLibUsable(path) {
return path, nil
}
}
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return "", errors.New("no suitable rocm found, falling back to CPU")
}