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36 lines
1.2 KiB
Python
36 lines
1.2 KiB
Python
import zmq
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from sglang.srt.environ import envs
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from sglang.srt.observability.req_time_stats import real_time
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from sglang.srt.platforms import current_platform
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class IdleSleeper:
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"""
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In setups which have long inactivity periods it is desirable to reduce
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system power consumption when sglang does nothing. This would lead not only
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to power savings, but also to more CPU thermal headroom when a request
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eventually comes. This is important in cases when multiple GPUs are connected
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as each GPU would otherwise pin one thread at 100% CPU usage.
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The simplest solution is to use zmq.Poller on all sockets that may receive
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data that needs handling immediately.
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"""
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def __init__(self, sockets):
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self.poller = zmq.Poller()
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self.last_empty_time = real_time()
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for s in sockets:
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self.poller.register(s, zmq.POLLIN)
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self.empty_cache_interval = envs.SGLANG_EMPTY_CACHE_INTERVAL.get()
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def maybe_sleep(self):
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self.poller.poll(1000)
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if (
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self.empty_cache_interval > 0
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and real_time() - self.last_empty_time > self.empty_cache_interval
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):
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self.last_empty_time = real_time()
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current_platform.empty_cache()
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