Files
mGPUmanager/README.md
mAi ca9bb1773f feat: Schritt 5 — VRAM-pressure eviction + coexistence groups
scheduler.Evicting wraps the Locked scheduler with the design's
LRU-with-coexistence eviction loop. main.go switches to it.

Per-job flow:
1. ensureFits — compare cons.vram_resident_mib + 256 MiB cushion against
   the live nvidia-smi free reading. If insufficient, pick the LRU
   loaded consumer NOT in cons.can_coexist_with, NOT VRAM-managed
   (ollama is excluded from eviction by design — it runs its own LRU),
   and NOT the target itself, then call its unload route. Wait 1s for
   VRAM to actually free. Repeat up to 5 times.
2. ensureLoaded — if the target was previously unloaded, call its
   /api/admin/load (mvoice). Consumers without a load route are
   assumed to cold-start implicitly on first request.
3. inner.Run — global GPU lock + job execution.

State:
- scheduler-local 'loaded' map + scheduler-local 'lastUsed' map. The
  registry's health-derived Loaded field is the source of truth for
  consumers that report it, but we need our own state for the seconds
  between an unload call and the next probe.
- Stats.Evictions counts successful unload calls and surfaces through
  /v1/status.

LRU pick order:
- Scheduler-local lastUsed (set on successful Run completion) takes
  precedence over registry.LastUsed (set on health probes) because the
  former reflects real GPU work, not health chatter. Zero-time
  consumers (never used) lose first.

Tests:
- Already-resident target: no eviction calls.
- 13 GiB comfyui evicted to fit 2.8 GiB mvoice → 1 unload + 1 load,
  Stats.Evictions = 1.
- Coexistent consumer (ollama, in mvoice.can_coexist_with) is never
  picked even if it's the LRU candidate; the non-coexistent comfyui
  is unloaded instead.

Race detector clean.

Refs: m/mGPUmanager#1 (Schritt 5).
2026-05-11 13:37:03 +02:00

3.1 KiB

mGPUmanager

GPU-Inference-Control-Plane für mRock — Scheduler vor TTS/STT/LLM/Image-Gen mit globalem GPU-Lock + LRU-Eviction + einheitlicher /v1-Fassade. Konsumenten: mVoice, whisper-server, Ollama, ComfyUI/FLUX, später Furbotto. Go.

Full design: docs/design.md — Bestandsaufnahme, 10-Alternativen-Survey, Eviction-Algorithmus, Migrationspfad.

Was es macht

Auf mrock:8770 sitzt ein Go-Daemon, der:

  • /v1/tts, /v1/stt, /v1/llm, /v1/image als einheitliche Konsumenten-Fassade exponiert,
  • jede Anfrage durch einen globalen GPU-Scheduler schleust (seriell, Queue),
  • bei VRAM-Druck LRU-Eviction über die deklarierten Coexistenz-Gruppen aus config/consumers.yaml fährt,
  • in /v1/status Live-GPU-Belegung + Consumer-Health + Scheduler-Statistiken zeigt,
  • niemals stille Fallbacks zurückgibt — Fehler kommen als strukturiertes {error,message,consumer,retryable}.

Konsumenten-Registry

config/consumers.yaml deklariert pro Consumer:

  • url, health.{method,path} für Liveness-Probing
  • paths.<kind>.{method,path} — wie der Broker zu seinem TTS/STT/LLM/Image-Endpoint kommt
  • vram_resident_mib — für die Scheduler-Mathe (Schritt 5)
  • unload.{method,path,body} und optional load.{method,path} — wie der Broker den Consumer aus dem VRAM räumt / wieder hochfährt
  • can_coexist_with: [..] — wer parallel resident sein darf
  • priority (0=low, 4=urgent), max_concurrency

Build + Deploy

make build       # ./bin/mgpumanager
make test        # go test ./...
make run         # lokal gegen ./config/consumers.yaml
make deploy HOST=mrock  # rsync + systemd reload + restart

Auf mRock läuft der Daemon als System-Unit (/etc/systemd/system/mgpumanager.service).

Endpoints

Verb Pfad Verhalten
POST /v1/tts Proxy zu routing.tts-Consumer (default: mvoice /api/synthesize)
POST /v1/stt Proxy zu routing.stt-Consumer (default: mvoice /api/transcribe)
POST /v1/llm Proxy zu routing.llm-Consumer (default: ollama /api/generate)
POST /v1/image Proxy zu routing.image-Consumer (default: comfyui /prompt)
GET /audio/* Proxy zu audio_proxy-Consumer (wa.sh fetcht generiertes Audio so)
GET /v1/status Live-Snapshot: GPU + Consumer-Health + Scheduler-Stats
GET /healthz Broker-Liveness (200 OK)

Fehler-Schema

Jeder Broker-eigene Fehler hat die Form:

{
  "error": "consumer_unreachable",
  "message": "upstream mvoice last probe failed: connection refused",
  "consumer": "mvoice",
  "retryable": true
}

Codes: consumer_unreachable, no_consumer, scheduler_error, bad_consumer_url, bad_request. Pass-through-4xx/5xx vom Consumer landet unverändert beim Client.

Phase 1 Status (Issue #1)

  • Schritt 0 — ComfyUI persistent (systemd: comfyui.service)
  • Schritt 1 — mvoice /api/admin/{load,unload} (mai/knuth/admin-load-unload @ mVoice)
  • Schritt 2 — Routing-Façade + /v1/status
  • Schritt 3 — wa.sh auf Broker umgestellt (m/mAi mai/knuth/wa-tts-broker)
  • Schritt 4 — Queue + globaler GPU-Lock
  • Schritt 5 — Coexistenz-Gruppen + LRU-Eviction