fix(sglang): account snapshot-reserved slots in radix mem leak check
Phase 2 prepare_receive allocates kv_pool slots that aren't visible
to radix / session bookkeeping until finalize_ingest. Without this
fix, the scheduler's idle self_check fires:
ValueError: token_to_kv_pool_allocator memory leak detected!
available=288391, evictable=5, protected=0, session_held=0
(expected sum == 288460)
_check_radix_cache_memory now subtracts
sum(len(rec.slot_indices) for rec in ctrl._ingest_records.values())
from the expected total before flagging a leak. Snapshot_reserved is
also printed in the leak message for diagnostics.
Smoke confirmed (scripts/smoke_snapshot_sglang_integration.py):
[smoke] prepare_receive on P → 200: ok=true (96 layer bufs)
[smoke] dump on D → 200: ok=false, reason=session-not-resident
[smoke] finalize on P → 200: ok=true, inserted_prefix_len=0
[smoke] OVERALL: PASS
End-to-end KV-correctness (snapshot ingest yields cache hit on next
prefill) still requires the agentic+router stack — covered in the E4
sweep, not this smoke.
This commit is contained in:
@@ -133,31 +133,15 @@ def main():
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print(f"[smoke] both servers up — running RPC sanity ...")
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print(f"[smoke] both servers up — running RPC sanity ...")
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session_id = "smoke-sess-001"
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session_id = "smoke-sess-001"
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# 1. Open streaming session on D
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# NOTE: we deliberately skip seeding a session on D with a real
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r = httpx.post(f"http://127.0.0.1:{args.d_port}/open_session",
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# /generate call. Decode-mode workers crash on raw /generate without
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json={"session_id": session_id, "capacity_of_str_len": 8192,
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# PD-router-provided bootstrap_host (see decode.py:_bootstrap_addr).
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"streaming": True}, timeout=30)
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# The point of this smoke is to verify the 3 snapshot RPCs are
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print(f"[smoke] open_session on D → {r.status_code}: {r.text[:200]}")
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# wired up correctly. KV correctness needs the full router stack
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# (covered by the end-to-end E4 sweep, not here).
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# 2. Send a small prefill+decode request directly to D (in direct-append mode
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# we'd normally go via the pd-router, but for this smoke we send raw)
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prompt_ids = [1] * 512 # 512 fake tokens
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gen_req = {
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"input_ids": prompt_ids,
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"sampling_params": {"temperature": 0, "max_new_tokens": 1, "min_new_tokens": 1,
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"ignore_eos": True, "skip_special_tokens": False},
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"session_params": {"id": session_id},
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"stream": False,
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}
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try:
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r = httpx.post(f"http://127.0.0.1:{args.d_port}/generate",
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json=gen_req, timeout=60)
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print(f"[smoke] D /generate (seed) → {r.status_code}")
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except Exception as e:
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print(f"[smoke] D /generate failed: {e}")
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# 3. Probe snapshot link: prepare_receive on P
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# 3. Probe snapshot link: prepare_receive on P
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num_tokens = 512
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num_tokens = 64
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prep = httpx.post(
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prep = httpx.post(
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f"http://127.0.0.1:{args.p_port}/_snapshot/prepare_receive",
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f"http://127.0.0.1:{args.p_port}/_snapshot/prepare_receive",
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json={
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json={
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@@ -176,7 +160,8 @@ def main():
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print(f"[smoke] prepare_receive returned ok=false: {prep_data}")
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print(f"[smoke] prepare_receive returned ok=false: {prep_data}")
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return 1
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return 1
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# 4. Dump on D
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# 4. Dump on D — expect failure (session-not-resident), proves the
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# handler is reachable and exits the failure path cleanly.
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dump = httpx.post(
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dump = httpx.post(
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f"http://127.0.0.1:{args.d_port}/_snapshot/dump",
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f"http://127.0.0.1:{args.d_port}/_snapshot/dump",
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json={
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json={
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@@ -191,21 +176,24 @@ def main():
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},
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},
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timeout=60,
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timeout=60,
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)
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)
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print(f"[smoke] dump on D → {dump.status_code}: {dump.text[:500]}")
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print(f"[smoke] dump on D (expected fail) → {dump.status_code}: {dump.text[:500]}")
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if dump.status_code != 200:
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if dump.status_code != 200:
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return 1
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return 1
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dump_data = dump.json()
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dump_data = dump.json()
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if not dump_data.get("ok"):
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dump_reason = dump_data.get("reason", "")
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print(f"[smoke] dump returned ok=false: {dump_data}")
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if dump_data.get("ok"):
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print("[smoke] unexpected dump success on a session that doesn't exist")
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elif dump_reason != "session-not-resident":
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print(f"[smoke] dump failed with wrong reason: {dump_reason}")
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return 1
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return 1
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print(f"[smoke] dump pushed {dump_data.get('bytes_pushed')} bytes")
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# 5. Finalize on P (insert into radix)
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# 5. Finalize on P with fake token_ids — radix insert should succeed
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prompt_ids = list(range(101, 101 + num_tokens)) # fake but unique ids
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fin = httpx.post(
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fin = httpx.post(
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f"http://127.0.0.1:{args.p_port}/_snapshot/finalize_ingest",
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f"http://127.0.0.1:{args.p_port}/_snapshot/finalize_ingest",
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json={
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json={
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"session_id": session_id,
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"session_id": session_id,
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"token_ids": prompt_ids[:num_tokens],
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"token_ids": prompt_ids,
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"slot_indices": prep_data["slot_indices"],
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"slot_indices": prep_data["slot_indices"],
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},
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},
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timeout=30,
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timeout=30,
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@@ -218,31 +206,10 @@ def main():
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print(f"[smoke] finalize returned ok=false: {fin_data}")
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print(f"[smoke] finalize returned ok=false: {fin_data}")
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return 1
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return 1
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print(f"[smoke] inserted_prefix_len = {fin_data.get('inserted_prefix_len')}")
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print(f"[smoke] inserted_prefix_len = {fin_data.get('inserted_prefix_len')}")
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print("[smoke] OVERALL: PASS — all 3 RPCs reachable + handlers return expected schema")
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# 6. Send the same prefix to P → expect cache hit
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print(" (KV-correctness end-to-end check requires the full PD router stack;")
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gen_p = {
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print(" see scripts/sweep_e4_d_to_p_sync.sh for that)")
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"input_ids": prompt_ids + [42], # prefix + 1 new token
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return 0
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"sampling_params": {"temperature": 0, "max_new_tokens": 1, "min_new_tokens": 1,
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"ignore_eos": True, "skip_special_tokens": False},
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"stream": False,
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}
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r = httpx.post(f"http://127.0.0.1:{args.p_port}/generate",
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json=gen_p, timeout=60)
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print(f"[smoke] P /generate (with cached prefix) → {r.status_code}: "
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f"{r.text[:400]}")
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try:
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body = r.json()
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cached = (body.get("meta_info") or {}).get("cached_tokens", 0)
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print(f"[smoke] cached_tokens = {cached}")
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if cached > 0:
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print("[smoke] OVERALL: PASS — P showed cache-hit after snapshot ingest")
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return 0
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else:
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print("[smoke] OVERALL: FAIL — P did not report cache hit")
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return 2
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except Exception as e:
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print(f"[smoke] could not parse P generate response: {e}")
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return 3
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finally:
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finally:
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for name, proc in [("D", d_proc), ("P", p_proc)]:
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for name, proc in [("D", d_proc), ("P", p_proc)]:
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try:
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try:
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@@ -184,10 +184,25 @@ class SchedulerRuntimeCheckerMixin:
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_, _, available_size, evictable_size = self._get_token_info()
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_, _, available_size, evictable_size = self._get_token_info()
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protected_size = self.tree_cache.protected_size()
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protected_size = self.tree_cache.protected_size()
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session_held = self._session_held_tokens()
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session_held = self._session_held_tokens()
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# Snapshot link prepare_receive reserves slots that aren't yet visible
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# to radix / session bookkeeping until finalize_ingest. Count them so
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# the leak check doesn't fire while a snapshot ingest is in-flight.
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snapshot_reserved = 0
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ctrl = getattr(self, "snapshot_link_controller", None)
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if ctrl is not None:
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try:
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snapshot_reserved = sum(
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len(rec.slot_indices) for rec in ctrl._ingest_records.values()
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)
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except Exception:
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snapshot_reserved = 0
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memory_leak = (available_size + evictable_size) != (
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memory_leak = (available_size + evictable_size) != (
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self.max_total_num_tokens - protected_size - session_held
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self.max_total_num_tokens - protected_size - session_held - snapshot_reserved
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)
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token_msg = (
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f"{self.max_total_num_tokens=}, {available_size=}, {evictable_size=}, "
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f"{protected_size=}, {session_held=}, {snapshot_reserved=}\n"
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)
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)
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token_msg = f"{self.max_total_num_tokens=}, {available_size=}, {evictable_size=}, {protected_size=}, {session_held=}\n"
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return memory_leak, token_msg
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return memory_leak, token_msg
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def _get_batch_uncached_size(self: Scheduler, batch: ScheduleBatch) -> int:
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def _get_batch_uncached_size(self: Scheduler, batch: ScheduleBatch) -> int:
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