Files
llmgw/internal/agent/discovery/gpuprocs.go
T
Ilker ManapandClaude Opus 5.5 0fd55a862b MIG: a card in MIG mode is placed as its instances, each a GPU of class <card>-mig-<profile>
Discovery reports a card in MIG mode as its instances instead of the whole
card, on both paths: nvidia-smi (-L names them, -q -x gives their memory,
ids and processes) and NVML (GetMigMode, GetMaxMigDeviceCount,
GetMigDeviceHandleByIndex, behind an interface so it is tested with a fake).
Each instance has its MIG UUID, its own memory, and a class from the card's
and the profile: a100-80g-mig-3g.40gb. Placement numbers instances
1000 + 100 x card + instance and every view shows them as card/migN.

A replica on MIG runs on exactly one instance: a process opens one MIG
device and instances have no NVLink between them, so tp, pp, gpus or nodes
above one on a MIG class are refused in catalog validation and again in
placement, and the planner offers one instance or none. The agent gives
the engine CUDA_VISIBLE_DEVICES=MIG-<uuid> (no Vulkan device variable on
MIG). Memory and processes are per instance; heat, power and wear the
card's; utilisation is left out rather than reported as zero. A card in MIG
mode with nothing carved stays out of placement with the reason, and
llmgw doctor reports each card's mode and instances and warns of the states
in which nothing can run. ctl nodes, ctl status, the console and the plan
count devices by class. docs/install.md has a MIG section.

Written against fakes of nvidia-smi and NVML output; not yet run on MIG
hardware.

Co-Authored-By: Claude Opus 5.5 (1M context) <noreply@anthropic.com>
2026-10-05 00:01:14 +02:00

143 lines
4.5 KiB
Go

package discovery
import (
"context"
"encoding/xml"
"fmt"
"os/exec"
"slices"
"strconv"
"strings"
)
// GPUProcesses reports which processes hold memory on each GPU, by the GPU's
// nvidia-smi index: what a process actually computes on, as opposed to what it
// was told to use. A llama.cpp started with --n-gpu-layers on a GPU whose
// backend did not load runs on the CPU without a word, and this is where that
// shows — the process is on no GPU's list.
//
// From the full query rather than --query-compute-apps, which lists compute
// processes only: llama.cpp's Vulkan build is listed as a graphics one, and
// would have read as not on its GPU at all.
//
// A node with no nvidia-smi returns nil and no error, as discovery does.
func GPUProcesses(ctx context.Context, binary string) (map[int][]int, error) {
if binary == "" {
if _, err := exec.LookPath("nvidia-smi"); err != nil {
return nil, nil
}
binary = "nvidia-smi"
}
out, err := exec.CommandContext(ctx, binary, "-q", "-x").Output()
if err != nil {
return nil, fmt.Errorf("running %s: %w", binary, err)
}
return parseGPUProcesses(out)
}
// GPUMemory is one device's memory as nvidia-smi reports it at a moment: what
// is allocated on it, and which processes hold how much of that.
//
// A device is what discovery reports: a whole card, or each MIG instance of a
// card in MIG mode, in the same order, so the readings line up with the
// inventory one for one.
type GPUMemory struct {
// Index is the device's number as placement knows it: the card's
// nvidia-smi index, or MIGIndex's for an instance.
Index int
UsedMB int
Procs []GPUProcess
}
// GPUProcess is one process holding memory on a card.
type GPUProcess struct {
PID int
UsedMB int
}
// GPUMemoryByProcess reports each GPU's memory, by index, with the processes
// holding it — from the same report as GPUProcesses, so the two never
// disagree about who is on a card.
//
// A node with no nvidia-smi returns nil and no error, as discovery does.
func GPUMemoryByProcess(ctx context.Context, binary string) ([]GPUMemory, error) {
if binary == "" {
if _, err := exec.LookPath("nvidia-smi"); err != nil {
return nil, nil
}
binary = "nvidia-smi"
}
out, err := exec.CommandContext(ctx, binary, "-q", "-x").Output()
if err != nil {
return nil, fmt.Errorf("running %s: %w", binary, err)
}
return parseGPUMemory(out)
}
// parseGPUProcesses reads the report, by device as placement numbers them:
// nvidia-smi's index for a whole card, MIGIndex's for a MIG instance.
func parseGPUProcesses(report []byte) (map[int][]int, error) {
mem, err := parseGPUMemory(report)
if err != nil {
return nil, err
}
out := map[int][]int{}
for _, g := range mem {
for _, p := range g.Procs {
out[g.Index] = append(out[g.Index], p.PID)
}
}
return out, nil
}
// parseGPUMemory reads the report into each device's memory and its holders.
//
// Cards are listed in index order, which is nvidia-smi's own numbering. A
// card in MIG mode is read as its instances, each with its own memory and
// the processes nvidia-smi attributes to its GPU and compute instance: a
// process on one instance is not on its neighbours, and the card's total
// would have charged every instance with all of them.
func parseGPUMemory(report []byte) ([]GPUMemory, error) {
var log migLog
if err := xml.Unmarshal(report, &log); err != nil {
return nil, fmt.Errorf("reading nvidia-smi's report: %w", err)
}
out := make([]GPUMemory, 0, len(log.GPUs))
for i, g := range log.GPUs {
procs := func(gi, ci int) []GPUProcess {
var ps []GPUProcess
for _, p := range g.Processes {
pid, err := strconv.Atoi(strings.TrimSpace(p.PID))
if err != nil {
continue
}
if gi >= 0 && (atoiOr(p.GPUInstance, -1) != gi || atoiOr(p.ComputeInstance, -1) != ci) {
continue
}
ps = append(ps, GPUProcess{PID: pid, UsedMB: mib(p.UsedMB)})
}
return ps
}
if !enabled(g.Current) || len(g.Devices) == 0 {
out = append(out, GPUMemory{Index: i, UsedMB: mib(g.Used), Procs: procs(-1, -1)})
continue
}
devs := slices.Clone(g.Devices)
slices.SortFunc(devs, func(a, b migLogDevice) int { return atoiOr(a.Index, -1) - atoiOr(b.Index, -1) })
for _, d := range devs {
out = append(out, GPUMemory{
Index: MIGIndex(i, atoiOr(d.Index, 0)),
UsedMB: mib(d.Used),
Procs: procs(atoiOr(d.GPUInstance, -1), atoiOr(d.ComputeInstance, -1)),
})
}
}
return out, nil
}
// mib reads "4932 MiB"; anything else, "N/A" included, is zero.
func mib(s string) int {
n, _ := strconv.Atoi(strings.TrimSpace(strings.TrimSuffix(strings.TrimSpace(s), "MiB")))
return n
}