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MIT License | ||
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Copyright (c) 2019 Andrew L Jones | ||
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Permission is hereby granted, free of charge, to any person obtaining a copy | ||
of this software and associated documentation files (the "Software"), to deal | ||
in the Software without restriction, including without limitation the rights | ||
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell | ||
copies of the Software, and to permit persons to whom the Software is | ||
furnished to do so, subject to the following conditions: | ||
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The above copyright notice and this permission notice shall be included in all | ||
copies or substantial portions of the Software. | ||
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THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR | ||
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, | ||
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE | ||
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER | ||
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, | ||
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE | ||
SOFTWARE. |
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import os | ||
import re | ||
import time | ||
from subprocess import check_output, Popen, PIPE, STDOUT | ||
from tempfile import mkdtemp | ||
from contextlib import contextmanager | ||
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# These are the steps on the fan curve, as taken from Boris Dimitriov's script | ||
# I don't think it's optimal, but it does the job of removing the fan speed cap | ||
# Temps are in degrees centigrade, as reported by nvidia-smi, and speeds are a throttle percentage | ||
TEMPS = [30, 34, 38, 40, 43, 49, 54, 61, 65, 70, 77, float('Inf')] | ||
SPEEDS = [20, 30, 40, 45, 50, 60, 65, 75, 80, 85, 90, 95] | ||
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# EDID for an arbitrary display | ||
EDID = b'\x00\xff\xff\xff\xff\xff\xff\x00\x10\xac\x15\xf0LTA5.\x13\x01\x03\x804 x\xee\x1e\xc5\xaeO4\xb1&\x0ePT\xa5K\x00\x81\x80\xa9@\xd1\x00qO\x01\x01\x01\x01\x01\x01\x01\x01(<\x80\xa0p\xb0#@0 6\x00\x06D!\x00\x00\x1a\x00\x00\x00\xff\x00C592M9B95ATL\n\x00\x00\x00\xfc\x00DELL U2410\n \x00\x00\x00\xfd\x008L\x1eQ\x11\x00\n \x00\x1d' | ||
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# X conf for a single screen server with fake CRT attached | ||
XORG_CONF = """Section "ServerLayout" | ||
Identifier "Layout0" | ||
Screen 0 "Screen0" 0 0 | ||
EndSection | ||
Section "Screen" | ||
Identifier "Screen0" | ||
Device "VideoCard0" | ||
Monitor "Monitor0" | ||
DefaultDepth 8 | ||
Option "UseDisplayDevice" "DFP-0" | ||
Option "ConnectedMonitor" "DFP-0" | ||
Option "CustomEDID" "DFP-0:{edid}" | ||
Option "Coolbits" "20" | ||
SubSection "Display" | ||
Depth 8 | ||
Modes "160x200" | ||
EndSubSection | ||
EndSection | ||
Section "ServerFlags" | ||
Option "AllowEmptyInput" "on" | ||
Option "Xinerama" "off" | ||
Option "SELinux" "off" | ||
EndSection | ||
Section "Device" | ||
Identifier "Videocard0" | ||
Driver "nvidia" | ||
Screen 0 | ||
Option "UseDisplayDevice" "DFP-0" | ||
Option "ConnectedMonitor" "DFP-0" | ||
Option "CustomEDID" "DFP-0:{edid}" | ||
Option "Coolbits" "29" | ||
BusID "PCI:{bus}" | ||
EndSection | ||
Section "Monitor" | ||
Identifier "Monitor0" | ||
Vendorname "Dummy Display" | ||
Modelname "160x200" | ||
#Modelname "1024x768" | ||
EndSection | ||
""" | ||
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def decimalize(bus): | ||
"""Drop the domain and convert each hex part to decimal""" | ||
return ':'.join([str(int('0x' + p, 16)) for p in re.split('[:.]', bus[9:])]) | ||
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def gpu_buses(): | ||
return check_output(['nvidia-smi', '--format=csv,noheader', '--query-gpu=pci.bus_id']).decode().splitlines() | ||
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def temperature(bus): | ||
[temp] = check_output(['nvidia-smi', '--format=csv,noheader', '--query-gpu=temperature.gpu', '-i', bus]).decode().splitlines() | ||
return int(temp) | ||
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def config(bus): | ||
tempdir = mkdtemp(prefix='cool-gpu-' + bus) | ||
edid = os.path.join(tempdir, 'edid.bin') | ||
conf = os.path.join(tempdir, 'xorg.conf') | ||
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with open(edid, 'wb') as e, open(conf, 'w') as c: | ||
e.write(EDID) | ||
c.write(XORG_CONF.format(edid=edid, bus=decimalize(bus))) | ||
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return conf | ||
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def xserver(display, bus): | ||
conf = config(bus) | ||
proc = Popen(['Xorg', display, '-once', '-config', conf], stdout=PIPE, stderr=STDOUT) | ||
return proc | ||
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@contextmanager | ||
def xservers(buses): | ||
displays, servers = {}, {} | ||
try: | ||
for d, bus in enumerate(buses): | ||
displays[bus] = ':' + str(d) | ||
print('Starting xserver for display ' + displays[bus]) | ||
servers[bus] = xserver(displays[bus], bus) | ||
yield displays | ||
finally: | ||
for bus, server in servers.items(): | ||
print('Terminating xserver for display ' + displays[bus]) | ||
server.terminate() | ||
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def target_speed(temp): | ||
for threshold, speed in zip(TEMPS[::-1], SPEEDS[::-1]): | ||
if temp < threshold: | ||
target = speed | ||
return target | ||
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def assign(display, command): | ||
# Our duct-taped-together xorg.conf leads to some innocent - but voluminous - warning messages about | ||
# failing to authenticate. Here we dispose of them by redirecting STDERR to STDOUT and calling it in | ||
# check_output. | ||
check_output(['nvidia-settings', '-a', command], env={'DISPLAY': display}, stderr=STDOUT) | ||
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def set_speed(display, target): | ||
assign(display, '[gpu:0]/GPUFanControlState=1') | ||
assign(display, '[fan:0]/GPUTargetFanSpeed='+str(target)) | ||
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def manage_fans(displays): | ||
try: | ||
while True: | ||
for bus, display in displays.items(): | ||
temp = temperature(bus) | ||
target = target_speed(temp) | ||
set_speed(display, target) | ||
print('GPU at '+display+' is '+str(temp)+'C, setting target speed to '+str(target)) | ||
time.sleep(5) | ||
finally: | ||
for bus, display in displays.items(): | ||
assign(display, '[gpu:0]/GPUFanControlState=0') | ||
print('Released fan speed control for GPU at '+display) | ||
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def run(): | ||
buses = gpu_buses() | ||
with xservers(buses) as displays: | ||
manage_fans(displays) | ||
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if __name__ == '__main__': | ||
run() |
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This script lets you set a custom GPU fan curve on a headless Linux server. | ||
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```text | ||
+-----------------------------------------------------------------------------+ | ||
| NVIDIA-SMI 430.40 Driver Version: 430.40 CUDA Version: 10.1 | | ||
|-------------------------------+----------------------+----------------------+ | ||
| GPU Name Persistence-M| Bus-Id Disp.A | Volatile Uncorr. ECC | | ||
| Fan Temp Perf Pwr:Usage/Cap| Memory-Usage | GPU-Util Compute M. | | ||
|===============================+======================+======================| | ||
| 0 GeForce RTX 208... On | 00000000:08:00.0 Off | N/A | | ||
| 75% 60C P2 254W / 250W | 9560MiB / 11019MiB | 100% Default | | ||
+-------------------------------+----------------------+----------------------+ | ||
| 1 GeForce RTX 208... On | 00000000:41:00.0 On | N/A | | ||
| 90% 70C P2 237W / 250W | 9556MiB / 11016MiB | 99% Default | | ||
+-------------------------------+----------------------+----------------------+ | ||
``` | ||
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### Instructions | ||
Copy the `fans.py` script into a local directory and run | ||
``` | ||
sudo python fans.py | ||
``` | ||
The sudo is unavoidable unfortunately; both `nvidia-settings` and `XOrg` need it. | ||
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If you want to check that it works, replace the `target = ...` line with `target = 99` and watch your server take off. | ||
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When I've had reports that it works on more than just my machine, I'll turn this into a pip package. | ||
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### Why's this necessary? | ||
If you want to install multiple GPUs in a single machine, you have to use blower-style GPUs else the hot exhaust builds up in your case. Blower-style GPUs can get _very loud_, so to avoid annoying customers nvidia artifically limits their fans to ~50% duty. At 50% duty and a heavy workload, blower-style GPUs will hot up to 85C or so and throttle themselves. | ||
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Now if you're on Windows nvidia happily lets you override that limit by setting a custom fan curve. If you're on Linux though you need to use `nvidia-settings`, which - as of Sept 2019 - requires a display attached to each GPU you want to set the fan for. This is a pain to set up, as is checking the GPU temp every few seconds and adjusting the fan speed. | ||
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This script does all that for you. | ||
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### How it works | ||
When you run `fans.py`, it sets up a temporary X server for each GPU with a fake display attached. Then, it loops over the GPUs every few seconds and sets the fan speed according to their temperature. When the script dies, it returns control of the fans to the drivers and cleans up the X servers. | ||
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### I want a different curve | ||
The fan speeds are calculated from the `TEMPS` and `SPEEDS` arrays in the script; alter them if you'd like something different. | ||
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### It doesn't work | ||
Check that you've got `XOrg`, `nvidia-settings` and `nvidia-smi` on the `PATH`. Check you don't have a display attached. Otherwise, add breakpoints and print statements till you figure it out! | ||
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### Credit | ||
This is based on [this 2016 script](https://github.com/boris-dimitrov/set_gpu_fans_public) by [Boris Dimitrov](dimiroll@gmail.com), which is in turn based on [this 2011 script](https://sites.google.com/site/akohlmey/random-hacks/nvidia-gpu-coolness) by [Axel Kohlmeyer](akohlmey@gmail.com). |