Add Jetson cuda variants for arm

This adds new variants for arm64 specific to Jetson platforms
This commit is contained in:
Daniel Hiltgen
2024-05-30 21:54:07 -07:00
parent c7bcb00319
commit d470ebe78b
7 changed files with 96 additions and 16 deletions

View File

@@ -15,7 +15,9 @@ import (
"log/slog"
"os"
"path/filepath"
"regexp"
"runtime"
"strconv"
"strings"
"sync"
"unsafe"
@@ -215,7 +217,7 @@ func GetGPUInfo() GpuInfoList {
GpuInfo: GpuInfo{
memInfo: mem,
Library: "cpu",
Variant: cpuCapability,
Variant: cpuCapability.String(),
ID: "0",
},
},
@@ -231,6 +233,35 @@ func GetGPUInfo() GpuInfoList {
depPath := GetDepDir()
var cudaVariant string
if runtime.GOARCH == "arm64" && runtime.GOOS == "linux" {
if CudaTegra != "" {
ver := strings.Split(CudaTegra, ".")
if len(ver) > 0 {
cudaVariant = "jetpack" + ver[0]
}
} else if data, err := os.ReadFile("/etc/nv_tegra_release"); err == nil {
r := regexp.MustCompile(` R(\d+) `)
m := r.FindSubmatch(data)
if len(m) != 2 {
slog.Info("Unexpected format for /etc/nv_tegra_release. Set JETSON_JETPACK to select version")
} else {
if l4t, err := strconv.Atoi(string(m[1])); err == nil {
// Note: mapping from L4t -> JP is inconsistent (can't just subtract 30)
// https://developer.nvidia.com/embedded/jetpack-archive
switch l4t {
case 35:
cudaVariant = "jetpack5"
case 36:
cudaVariant = "jetpack6"
default:
slog.Info("unsupported L4T version", "nv_tegra_release", string(data))
}
}
}
}
}
// Load ALL libraries
cHandles = initCudaHandles()
@@ -240,6 +271,7 @@ func GetGPUInfo() GpuInfoList {
gpuInfo := CudaGPUInfo{
GpuInfo: GpuInfo{
Library: "cuda",
Variant: cudaVariant,
},
index: i,
}
@@ -266,7 +298,15 @@ func GetGPUInfo() GpuInfoList {
gpuInfo.ID = C.GoString(&memInfo.gpu_id[0])
gpuInfo.Compute = fmt.Sprintf("%d.%d", memInfo.major, memInfo.minor)
gpuInfo.MinimumMemory = cudaMinimumMemory
gpuInfo.DependencyPath = depPath
if depPath != "" {
gpuInfo.DependencyPath = depPath
// Check for variant specific directory
if cudaVariant != "" {
if _, err := os.Stat(filepath.Join(depPath, "cuda_"+cudaVariant)); err == nil {
gpuInfo.DependencyPath = filepath.Join(depPath, "cuda_"+cudaVariant)
}
}
}
gpuInfo.Name = C.GoString(&memInfo.gpu_name[0])
gpuInfo.DriverMajor = driverMajor
gpuInfo.DriverMinor = driverMinor

View File

@@ -25,7 +25,7 @@ func GetGPUInfo() GpuInfoList {
return []GpuInfo{
{
Library: "cpu",
Variant: GetCPUCapability(),
Variant: GetCPUCapability().String(),
memInfo: mem,
},
}
@@ -48,7 +48,7 @@ func GetCPUInfo() GpuInfoList {
return []GpuInfo{
{
Library: "cpu",
Variant: GetCPUCapability(),
Variant: GetCPUCapability().String(),
memInfo: mem,
},
}

View File

@@ -19,7 +19,7 @@ type GpuInfo struct {
Library string `json:"library,omitempty"`
// Optional variant to select (e.g. versions, cpu feature flags)
Variant CPUCapability `json:"variant"`
Variant string `json:"variant"`
// MinimumMemory represents the minimum memory required to use the GPU
MinimumMemory uint64 `json:"-"`
@@ -81,8 +81,8 @@ func (l GpuInfoList) ByLibrary() []GpuInfoList {
for _, info := range l {
found := false
requested := info.Library
if info.Variant != CPUCapabilityNone {
requested += "_" + info.Variant.String()
if info.Variant != CPUCapabilityNone.String() {
requested += "_" + info.Variant
}
for i, lib := range libs {
if lib == requested {