PD Rust LB (PO2) (#6437)
Co-authored-by: fzyzcjy <5236035+fzyzcjy@users.noreply.github.com>
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@@ -1911,6 +1911,27 @@ class Scheduler(
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if_success = False
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return if_success
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def get_load(self):
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# TODO(lsyin): use dynamically maintained num_waiting_tokens
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load = (
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self.max_total_num_tokens
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- self.token_to_kv_pool_allocator.available_size()
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- self.tree_cache.evictable_size()
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)
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load += sum(len(req.origin_input_ids) for req in self.waiting_queue)
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if self.disaggregation_mode == DisaggregationMode.PREFILL:
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load += sum(
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len(req.origin_input_ids)
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for req in self.disagg_prefill_bootstrap_queue.queue
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)
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elif self.disaggregation_mode == DisaggregationMode.DECODE:
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load += sum(
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len(req.req.origin_input_ids)
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for req in self.disagg_decode_prealloc_queue.queue
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)
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return load
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def get_internal_state(self, recv_req: GetInternalStateReq):
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ret = dict(global_server_args_dict)
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ret["last_gen_throughput"] = self.last_gen_throughput
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@@ -1920,9 +1941,10 @@ class Scheduler(
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)
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if RECORD_STEP_TIME:
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ret["step_time_dict"] = self.step_time_dict
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return GetInternalStateReqOutput(
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internal_state=ret,
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)
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ret["load"] = self.get_load()
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return GetInternalStateReqOutput(internal_state=ret)
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def set_internal_state(self, recv_req: SetInternalStateReq):
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server_args_dict = recv_req.server_args
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