Fix power governor active retention during long prompt evaluations and remove redundant proxy governor thread
This commit is contained in:
@@ -26,54 +26,6 @@ import threading
|
||||
import re
|
||||
import subprocess
|
||||
|
||||
# ----------------------------------------------------------------------------
|
||||
# GPU Power & Clock Governor (Automatic idle power reduction for CMP 50HX)
|
||||
# ----------------------------------------------------------------------------
|
||||
class GPUGovernor:
|
||||
"""Manages GPU clocks dynamically: drops CMP cards to low-power state when idle (saves ~90W),
|
||||
and instantly unconstrains to full boost clocks during inference."""
|
||||
def __init__(self, idle_timeout=30):
|
||||
self.idle_timeout = idle_timeout
|
||||
self.last_active = time.time()
|
||||
self.is_low_power = False
|
||||
self.lock = threading.Lock()
|
||||
self._init_limits()
|
||||
t = threading.Thread(target=self._monitor_loop, daemon=True)
|
||||
t.start()
|
||||
|
||||
def _run_cmd(self, *args):
|
||||
try:
|
||||
subprocess.run(args, stdout=subprocess.DEVNULL, stderr=subprocess.DEVNULL, check=False)
|
||||
except Exception:
|
||||
pass
|
||||
|
||||
def _init_limits(self):
|
||||
# Ensure persistence mode and 150W safe power cap
|
||||
self._run_cmd("nvidia-smi", "-pm", "1")
|
||||
self._run_cmd("nvidia-smi", "-i", "1,2", "-pl", "150")
|
||||
|
||||
def wake(self):
|
||||
with self.lock:
|
||||
self.last_active = time.time()
|
||||
if self.is_low_power:
|
||||
self._run_cmd("nvidia-smi", "-rgc")
|
||||
self.is_low_power = False
|
||||
|
||||
def touch(self):
|
||||
with self.lock:
|
||||
self.last_active = time.time()
|
||||
|
||||
def _monitor_loop(self):
|
||||
while True:
|
||||
time.sleep(5)
|
||||
with self.lock:
|
||||
if not self.is_low_power and (time.time() - self.last_active) > self.idle_timeout:
|
||||
# Drop CMP cards to low power idle clock
|
||||
self._run_cmd("nvidia-smi", "-i", "1,2", "-lgc", "600,600")
|
||||
self.is_low_power = True
|
||||
|
||||
GOVERNOR = GPUGovernor(idle_timeout=30)
|
||||
|
||||
# ----------------------------------------------------------------------------
|
||||
# Config
|
||||
# ----------------------------------------------------------------------------
|
||||
@@ -125,7 +77,6 @@ def est_tokens(text):
|
||||
return max(1, (len(text) + 3) // 4)
|
||||
|
||||
def _post(path, payload, stream=False):
|
||||
GOVERNOR.wake()
|
||||
req = urllib.request.Request(
|
||||
BACKEND + path,
|
||||
data=json.dumps(payload).encode(),
|
||||
@@ -153,7 +104,6 @@ def _backend_stream(messages, **kw):
|
||||
body.update(kw)
|
||||
with _post("/chat/completions", body) as r:
|
||||
for raw in r:
|
||||
GOVERNOR.touch()
|
||||
line = raw.decode(errors="replace").strip()
|
||||
if not line:
|
||||
continue
|
||||
|
||||
+30
-11
@@ -1,10 +1,11 @@
|
||||
#!/usr/bin/env python3
|
||||
"""
|
||||
power-governor.py — Dynamic clock and power governor for CMP 50HX GPUs.
|
||||
power-governor.py — Resilient Dynamic GPU Power Governor for CMP 50HX.
|
||||
|
||||
Directly queries llama-server slot state for 100% accurate active/idle tracking:
|
||||
- When generating (is_processing: True): Instantly sets full 1900 MHz boost clocks.
|
||||
- When idle (is_processing: False for > 15s): Downclocks CMP cards to 600 MHz (~32W/card).
|
||||
Tracks llama-server slot state + GPU utilization with fail-safe active retention:
|
||||
- Never downclocks while llama-server is processing a request or busy in CUDA.
|
||||
- Holds full 1900 MHz boost clocks for 45s of silence before entering low-power idle.
|
||||
- Safe 150W power cap enforced on boot.
|
||||
"""
|
||||
|
||||
import time
|
||||
@@ -14,7 +15,7 @@ import json
|
||||
import sys
|
||||
|
||||
CMP_GPUS = "1,2"
|
||||
IDLE_TIMEOUT_SEC = 15
|
||||
IDLE_TIMEOUT_SEC = 45
|
||||
LOW_POWER_CLOCK = 300
|
||||
|
||||
def run_cmd(*args):
|
||||
@@ -23,14 +24,27 @@ def run_cmd(*args):
|
||||
except Exception:
|
||||
pass
|
||||
|
||||
def get_gpu_utilization():
|
||||
try:
|
||||
out = subprocess.check_output(
|
||||
["nvidia-smi", f"-i={CMP_GPUS}", "--query-gpu=utilization.gpu", "--format=csv,noheader,nounits"],
|
||||
universal_newlines=True,
|
||||
timeout=2.0
|
||||
)
|
||||
utils = [int(line.strip()) for line in out.strip().split("\n") if line.strip().isdigit()]
|
||||
return max(utils) if utils else 0
|
||||
except Exception:
|
||||
return 0
|
||||
|
||||
def is_server_processing():
|
||||
try:
|
||||
req = urllib.request.Request("http://127.0.0.1:8080/slots", headers={"User-Agent": "power-governor"})
|
||||
with urllib.request.urlopen(req, timeout=1.0) as r:
|
||||
with urllib.request.urlopen(req, timeout=4.0) as r:
|
||||
slots = json.loads(r.read().decode())
|
||||
return any(bool(s.get("is_processing")) for s in slots)
|
||||
except Exception:
|
||||
return False
|
||||
# If server is busy or timing out, assume it is ACTIVE to prevent downclocking
|
||||
return True
|
||||
|
||||
def main():
|
||||
print("[power-governor] Initializing GPU persistence and 150W power cap...", flush=True)
|
||||
@@ -41,10 +55,15 @@ def main():
|
||||
is_low_power = False
|
||||
last_active = time.time()
|
||||
|
||||
print("[power-governor] Monitoring llama-server processing state...", flush=True)
|
||||
print("[power-governor] Monitoring llama-server state & GPU compute...", flush=True)
|
||||
while True:
|
||||
try:
|
||||
active = is_server_processing()
|
||||
if not active:
|
||||
# Double-check GPU compute utilization before declaring idle
|
||||
if get_gpu_utilization() > 0:
|
||||
active = True
|
||||
|
||||
now = time.time()
|
||||
|
||||
if active:
|
||||
@@ -57,11 +76,11 @@ def main():
|
||||
if not is_low_power and (now - last_active) > IDLE_TIMEOUT_SEC:
|
||||
run_cmd("nvidia-smi", f"-i={CMP_GPUS}", f"-lgc={LOW_POWER_CLOCK},{LOW_POWER_CLOCK}")
|
||||
is_low_power = True
|
||||
print(f"[{time.strftime('%X')}] Inference Idle -> Low-power state engaged (600 MHz, ~32W/card)", flush=True)
|
||||
print(f"[{time.strftime('%X')}] Inference Idle (> {IDLE_TIMEOUT_SEC}s) -> Low-power state engaged (300 MHz, ~32W/card)", flush=True)
|
||||
|
||||
time.sleep(0.5 if is_low_power else 1.0)
|
||||
time.sleep(0.5 if is_low_power else 1.5)
|
||||
except Exception as e:
|
||||
time.sleep(3.0)
|
||||
time.sleep(2.0)
|
||||
|
||||
if __name__ == "__main__":
|
||||
main()
|
||||
|
||||
Reference in New Issue
Block a user