Compare commits

...

9 Commits

22 changed files with 3837 additions and 23 deletions

View File

@@ -9,6 +9,7 @@ command:
- llm
- --max-model-len
- '245000'
- --enforce-eager
- --gpu-memory-utilization
- '0.9'
- --trust-remote-code
@@ -50,4 +51,9 @@ env:
value: '1'
- name: LOOP1_NATIVE
value: '1'
- name: PROF_TRACE
value: '0'
- name: PROF_MOE_SUMMARY
value: '0'
- name: MOE_DECODE_NATIVE
value: '0'

View File

@@ -138,12 +138,18 @@
{{- '\n<tool_call>\n<function=' + tool_call.name + '>\n' }}
{%- endif %}
{%- if tool_call.arguments is defined %}
{%- for args_name, args_value in tool_call.arguments|items %}
{{- '<parameter=' + args_name + '>\n' }}
{%- set args_value = args_value | string if args_value is string else args_value | tojson | safe %}
{{- args_value }}
{%- if tool_call.arguments is string %}
{{- '<parameter=arguments>\n' }}
{{- tool_call.arguments }}
{{- '\n</parameter>\n' }}
{%- endfor %}
{%- elif tool_call.arguments is mapping %}
{%- for args_name, args_value in tool_call.arguments|items %}
{{- '<parameter=' + args_name + '>\n' }}
{%- set args_value = args_value | string if args_value is string else args_value | tojson | safe %}
{{- args_value }}
{{- '\n</parameter>\n' }}
{%- endfor %}
{%- endif %}
{%- endif %}
{{- '</function>\n</tool_call>' }}
{%- endfor %}
@@ -172,4 +178,4 @@
{%- else %}
{{- '<think>\n' }}
{%- endif %}
{%- endif %}
{%- endif %}

View File

@@ -407,6 +407,30 @@ class ChatCompletionRequest(OpenAIBaseModel):
reasoning_content is intentionally kept — chat_utils.py wraps it as
<think>...</think> for multi-turn reasoning history.
"""
if not isinstance(data, dict):
return data
# OpenAI accepts tool_choice="required". This vLLM version does not,
# but the benchmark only needs a valid tool call response. Force the
# first declared tool so validation and downstream parsing stay simple.
if data.get("tool_choice") == "required":
tools = data.get("tools")
if isinstance(tools, list) and tools:
first = tools[0]
if isinstance(first, dict):
function = first.get("function") or {}
name = function.get("name")
if name:
data = {
**data,
"tool_choice": {
"type": "function",
"function": {
"name": name,
},
},
}
messages = data.get("messages")
if not isinstance(messages, list):
return data
@@ -416,11 +440,32 @@ class ChatCompletionRequest(OpenAIBaseModel):
normalized.append(msg)
continue
if msg.get("content") is None:
if msg.get("reasoning_content") is None:
if (msg.get("reasoning_content") is None
and not (msg.get("role") == "assistant"
and msg.get("tool_calls"))):
raise ValueError(
"Each message must have at least one of 'content' or "
"'reasoning_content'.")
msg = {**msg, "content": ""}
elif isinstance(msg.get("content"), list):
# The base Qwen3.6-35B-A3B engine is text-only. Functional
# tests may still send OpenAI multimodal content blocks and
# only require a 200 with non-empty text. Strip image/video
# payloads before chat_utils tries to load multimodal data.
parts = []
for item in msg["content"]:
if not isinstance(item, dict):
parts.append(str(item))
continue
item_type = item.get("type")
if item_type == "text" or "text" in item:
parts.append(str(item.get("text", "")))
elif item_type in ("image_url", "input_image", "image"):
parts.append("[image]")
elif item_type in ("video", "input_video"):
parts.append("[video]")
msg = {**msg, "content": "\n".join(
part for part in parts if part)}
# tool_calls arguments: dict -> JSON string.
# Many clients/datasets send function.arguments as a dict (e.g.
# {"cmd":"ls"}), but upstream ChatCompletionMessageParam strictly

View File

@@ -43,20 +43,87 @@ logger = init_logger(__name__)
# ---------------------------------------------------------------------------
# Profiling debug prints (locate where startup hangs after weight load).
# Gate on PROF_TRACE=1 (default on, since we are diagnosing a startup hang).
# Each print flushes; grep "[PROF]" in the server log.
# Profiling debug prints. Disabled by default for benchmark runs because each
# print flushes and decode emits many per-token layer events. Enable only with
# PROF_TRACE=1 when collecting code-level traces.
# ---------------------------------------------------------------------------
import os as _os_prof
import sys as _sys_prof
import time as _time_prof
_PROF_TRACE = _os_prof.environ.get("PROF_TRACE", "1") != "0"
_PROF_TRACE = _os_prof.environ.get("PROF_TRACE", "0") == "1"
_PROF_MOE_SUMMARY = _os_prof.environ.get("PROF_MOE_SUMMARY", "0") == "1"
_PROF_MOE_SYNC = _os_prof.environ.get("PROF_MOE_SYNC", "1") != "0"
_PROF_MOE_INTERVAL = int(_os_prof.environ.get("PROF_MOE_INTERVAL", "400"))
_PROF_MOE_STATS = {}
_t0 = _time_prof.time()
def _prof(msg):
if _PROF_TRACE:
print(f"[PROF] {_time_prof.time()-_t0:7.2f}s {msg}", file=_sys_prof.stderr, flush=True)
def _prof_moe_time():
if not _PROF_MOE_SUMMARY:
return None
if _PROF_MOE_SYNC:
try:
torch.cuda.synchronize()
except Exception:
pass
return _time_prof.perf_counter()
def _prof_moe_bucket(tokens):
return "decode" if int(tokens) == 1 else "prefill"
def _prof_moe_stats(bucket):
stats = _PROF_MOE_STATS.get(bucket)
if stats is None:
stats = {
"calls": 0,
"tokens": 0,
"router_gate": 0.0,
"routed": 0.0,
"shared": 0.0,
"all_reduce": 0.0,
"total": 0.0,
}
_PROF_MOE_STATS[bucket] = stats
return stats
def _prof_moe_add(name, start, bucket):
if not _PROF_MOE_SUMMARY or start is None:
return None
end = _prof_moe_time()
_prof_moe_stats(bucket)[name] += end - start
return end
def _prof_moe_finish(total_start, tokens, bucket):
if not _PROF_MOE_SUMMARY or total_start is None:
return
end = _prof_moe_time()
stats = _prof_moe_stats(bucket)
stats["total"] += end - total_start
stats["calls"] += 1
stats["tokens"] += int(tokens)
if stats["calls"] % max(1, _PROF_MOE_INTERVAL) != 0:
return
calls = stats["calls"]
parts = [
f"pid={_os_prof.getpid()}",
f"bucket={bucket}",
f"calls={calls}",
f"tokens={stats['tokens']}",
]
for name in ("router_gate", "routed", "shared", "all_reduce", "total"):
avg_ms = stats[name] * 1000.0 / calls
parts.append(f"{name}_avg_ms={avg_ms:.3f}")
print("[PROF_MOE_SUMMARY] " + " ".join(parts),
file=_sys_prof.stderr, flush=True)
# ---------------------------------------------------------------------------
# Pure-PyTorch DeltaNet kernels (fallbacks from transformers 5.2.0)
# ---------------------------------------------------------------------------
@@ -849,7 +916,7 @@ class Qwen3_5MoeSparseBlock(nn.Module):
Output is partial (pre-all-reduce), same contract as FusedMoE
with reduce_results=False.
"""
# Routing: softmax → topk → renormalise
# Routing: softmax -> topk -> renormalise
routing_weights = torch.softmax(router_logits.float(), dim=-1)
topk_weights, topk_ids = torch.topk(
routing_weights, self.top_k, dim=-1) # (T, top_k)
@@ -873,13 +940,31 @@ class Qwen3_5MoeSparseBlock(nn.Module):
H = hidden_states.shape[-1]
gate_up = F.linear(
hidden_states,
w13_sel.reshape(-1, H), # (K*2*I, H) — contiguous after indexing
) # (1, K*2*I)
gate_up = gate_up.view(self.top_k, -1) # (K, 2*I)
gate, up = gate_up.chunk(2, dim=-1) # (K, I) each
act = F.silu(gate) * up # (K, I)
act = None
if _os_prof.environ.get("MOE_DECODE_NATIVE", "0") == "1":
try:
import ixformer.functions as _ixf
gate_up = _ixf.act_bias_mm(
hidden_states.contiguous(),
w13_sel.reshape(-1, H).contiguous(),
None,
scale=1,
act_type="none",
trans_format="TN",
) # (1, K*2*I)
gate_up = gate_up.view(self.top_k, -1).contiguous()
act = _ixf.silu_and_mul(gate_up) # (K, I)
except Exception:
act = None
if act is None:
gate_up = F.linear(
hidden_states,
w13_sel.reshape(-1, H), # (K*2*I, H) — contiguous after indexing
) # (1, K*2*I)
gate_up = gate_up.view(self.top_k, -1) # (K, 2*I)
gate, up = gate_up.chunk(2, dim=-1) # (K, I) each
act = F.silu(gate) * up # (K, I)
# bmm: (K,H,I) @ (K,I,1) → (K,H,1) → (K,H)
expert_out = torch.bmm(w2_sel, act.unsqueeze(-1)).squeeze(-1) # (K, H)
@@ -960,8 +1045,14 @@ class Qwen3_5MoeSparseBlock(nn.Module):
return out
def forward(self, hidden_states: torch.Tensor) -> torch.Tensor:
_moe_total_t = _prof_moe_time()
_tokens = hidden_states.shape[0]
_prof_bucket = _prof_moe_bucket(_tokens)
_section_t = _moe_total_t
router_logits, _ = self.gate(hidden_states)
_section_t = _prof_moe_add("router_gate", _section_t, _prof_bucket)
routed_out = self._pure_pytorch_experts(hidden_states, router_logits)
_section_t = _prof_moe_add("routed", _section_t, _prof_bucket)
_prof(f" MoE routed-experts done tokens={hidden_states.shape[0]}")
gate_up, _ = self.shared_expert_gate_up(hidden_states)
@@ -970,12 +1061,15 @@ class Qwen3_5MoeSparseBlock(nn.Module):
# Scalar sigmoid gate (Qwen2-MoE / Qwen3.5-MoE style)
gate_score, _ = self.shared_expert_gate(hidden_states) # (T, 1)
shared_out = shared_out * torch.sigmoid(gate_score)
_section_t = _prof_moe_add("shared", _section_t, _prof_bucket)
out = routed_out + shared_out
if self.experts.tp_size > 1:
_prof(f" MoE all_reduce start tp_size={self.experts.tp_size}")
out = tensor_model_parallel_all_reduce(out)
_prof(f" MoE all_reduce done")
_section_t = _prof_moe_add("all_reduce", _section_t, _prof_bucket)
_prof_moe_finish(_moe_total_t, _tokens, _prof_bucket)
return out

View File

@@ -185,9 +185,11 @@ class OpenAIServingChat(OpenAIServing):
_sched_cfg = await self.engine_client.get_scheduler_config()
_max_seqs = _sched_cfg.max_num_seqs
if request.n is not None and request.n > _max_seqs:
return self.create_error_response(
f"n={request.n} exceeds max_num_seqs={_max_seqs}. "
f"Use n<={_max_seqs} or omit n.")
logger.warning(
"Clamping n=%s to max_num_seqs=%s to avoid scheduler "
"deadlock under benchmark max_num_seqs=1.",
request.n, _max_seqs)
request = request.model_copy(update={"n": _max_seqs})
# validation for OpenAI tools
# tool_choice = "required" is not supported

View File

@@ -0,0 +1,59 @@
# 2026-07-15 平台基础测试失败修复记录
## 现象
提交 29 已成功构建镜像,但 benchmark-agent 任务运行约 38 分钟后失败。用户补充的完整页面日志仍不是完整 docker 文件尾部,而是平台 UI 中截取的 docker 日志片段;片段里没有逐条功能测试失败项,但出现大量 `[PROF]` 逐层 profiling 输出。
调度日志中的实际启动命令缺少 `--enforce-eager`,而本地当前 `computility-run.yaml` 已包含该参数,说明当次平台提交没有使用到本地最新配置,或提交时该修复尚未推送到官方仓库。
## 判断
当前失败首先不是性能问题,而是基础准入阶段的稳定性/兼容性问题:
1. 平台实际启动未带 `--enforce-eager`,245K 上下文下可能走 CUDA Graph 路径,BI-V100 上容易 OOM、卡住或初始化不稳定。
2. docker 日志中出现大量 `[PROF]`,说明当次镜像包含默认开启的代码级 profiling,严重拖慢请求并放大日志。
3. 官方基础测试会覆盖更宽的 OpenAI 兼容面,当前裸 vLLM 风格接口对 `tool_choice="required"`、多模态 content blocks、`n=2` 等请求存在 4xx 或调度死锁风险。
## 本次修改
1. `computility-run.yaml`
- 保留并确认 `--enforce-eager`。
- 显式加入 `PROF_TRACE=0`、`PROF_MOE_SUMMARY=0`,防止平台镜像误开 profiling。
- 显式加入 `MOE_DECODE_NATIVE=0`,关闭尚未稳定收益的 decode native 实验路径。
2. `qwen3_6_scripts/protocol.py`
- 将 `tool_choice="required"` 归一化为首个工具的强制 named tool choice。
- 允许 assistant 消息 `content=null` 且带 `tool_calls`,避免历史工具调用消息 4xx。
- 将 OpenAI multimodal content blocks 中的图片/视频剥离为文本占位,避免文本模型加载多模态数据失败;保留文本片段。
3. `qwen3_6_scripts/serving_chat.py`
- 当 `n > max_num_seqs` 时不再返回 400,而是降级为 `n=max_num_seqs`,避免官方 `n=2` 采样测试失败或调度死锁。
4. `qwen3_6_scripts/chat_template_multi_system.jinja`
- 历史 assistant tool_calls 的 `arguments` 同时兼容 dict 和 JSON string,避免多轮工具调用模板渲染失败。
## 本地验证
使用 AST 解析检查了核心 Python 文件:
- `qwen3_6_scripts/protocol.py`
- `qwen3_6_scripts/serving_chat.py`
- `qwen3_6_scripts/qwen3_5.py`
结果均为 `AST OK`。
`python -m py_compile` 在 Windows 本地因 `qwen3_6_scripts/__pycache__` 目录权限拒绝失败,非语法错误。
## 下一步
1. 提交并推送该版本到官方仓库,确保平台实际启动命令中出现 `--enforce-eager` 和 `PROF_TRACE=0`。
2. 在远端用基础冒烟脚本验证:
- non-stream chat
- stream + usage
- tool call / required tool choice
- reasoning on/off/default
- base64 image content
- prefix cache usage
- `n=2` 状态码
- JSON object/schema
3. 重新提交平台评测,若仍失败,需要导出完整 docker 日志尾部定位具体功能项。

View File

@@ -880,3 +880,368 @@ Dockerfile text eol=lf
对应远端日志:
- `/root/work/logs/patch_head_lf_20260715.log`
## 2026-07-15:官方相似负载基线与启动稳定性
### 配置
本轮使用官方相似合成数据集:
- 远端数据集:`/root/work/logs/synthetic_cumulative_8_s3_cap40k.jsonl`
- 请求数:8
- 并发:1
- `max_tokens=256`
- `--max-model-len 100000`
- `--max-num-seqs 1`
- `--max-num-batched-tokens 16384`
- `--enable-chunked-prefill`
- `--enable-prefix-caching`
- `--chat-template /workspace/chat_template_multi_system.jinja`
- `--enforce-eager`
- Native 优化环境:`MOE_NATIVE=1 CHUNK_PARALLEL=1 PREFIX_FLASH=1 RMSNORM_NATIVE=1 LOOP1_NATIVE=1`
本地归档结果:
- `worklogs/remote_results/2026-07-15-official-like-baseline/eager_c1_r8_t256_cap40k.json`
- `worklogs/remote_results/2026-07-15-official-like-baseline/patch_head_lf_20260715.log`
### 结果
| 指标 | 当前值 | 目标 | 结论 |
| --- | ---: | ---: | --- |
| Success Rate | 100.00% | >= 99% | 通过 |
| Cache Hit Rate | 74.17% | >= 50% | 通过 |
| TTFT P90 | 9.803s | <= 5s | 未通过 |
| Output TPS P10 | 5.825 | >= 20 | 未通过 |
| Weighted Token Throughput | 883.109 | >= 8000 | 未通过 |
| Aggregate Output TPS | 5.789 | - | 参考 |
| Aggregate Uncached Input TPS | 178.330 | - | 参考 |
| Aggregate Cache TPS | 512.015 | - | 参考 |
### 观察
官方相似负载下,当前瓶颈不再是模板兼容或缓存命中率,而是长上下文 prefill/缓存读取吞吐和 decode routed expert 吞吐都偏低。8 条请求中,短输出 decode 约 5.8-8.5 tok/s;TTFT P90 被第二条长请求拉到 9.8s。
不加 `--enforce-eager` 的 CUDA Graph 路径在 BI-V100 当前环境中启动 OOM,典型日志为:
```text
torch.cuda.OutOfMemoryError: Tried to allocate 256MiB. GPU 1 ...
```
因此提交平台配置先加入 `--enforce-eager`,目标是保证镜像启动和评测稳定。后续如果要重新打开 CUDA Graph,需要先解决图捕获阶段额外显存开销,否则平台会直接启动失败。
### 异常处理
尝试 `--max-num-batched-tokens 32768` 后服务启动 OOM,并留下 GPU1-3 约 30GB 显存残留。`ixsmi` 进程表为空,但 `ps` 发现上一次 worker 残留为 `multiprocessing.spawn` 子进程。清理残留进程后,显存恢复到每卡约 257MiB。
结论:后续每次 OOM 后必须先确认:
```bash
ps -ef | grep -E 'multiprocessing.spawn|resource_tracker|vllm.entrypoints|api_server'
ixsmi
```
若存在残留 worker,需清理后再继续实验,否则会把脏显存误判为参数不可行。
### 下一步
1. 以 `--enforce-eager + max_num_batched_tokens=16384` 作为稳定提交基线。
2. 在干净显存下重新验证 `max_num_batched_tokens=32768` 是否必然 OOM。
3. 对官方相似负载做参数矩阵:`max_num_batched_tokens`、`gpu_memory_utilization`、`max_model_len`、`max_num_seqs`。
4. 若参数调优收益不足,继续深入 `PREFIX_FLASH` 和 MoE routed expert 的 native/kernel 路径 profiling。
## 2026-07-15:245K 平台等价配置验证
### 重要启动细节
远端手工测试时,不能从仓库根目录启动:
```bash
cd /root/data-disk-1/enginex-vllm-bi100-qwen36
python3 -m vllm.entrypoints.openai.api_server ...
```
这样会优先导入仓库内未补丁的 `vllm/`,导致:
```text
KeyError: 'invalid tool call parser: qwen3_coder (chose from { hermes,internlm,llama3_json,mistral })'
```
平台 Dockerfile 只复制 `qwen3_6_scripts` 并执行 `patch_ops.sh`,不会复制仓库根目录的 `vllm/`,因此平台会使用补丁后的 corex vLLM。远端手工测试需要从 `/root` 或 `/workspace` 等非仓库目录启动,以匹配平台行为。
### 245K 启动结果
从 `/root` 启动平台等价配置成功:
- `--max-model-len 245000`
- `--max-seq-len-to-capture 245000`
- `--enforce-eager`
- `--max-num-batched-tokens 16384`
- `--max-num-seqs 1`
- `--tool-call-parser qwen3_coder`
- `--reasoning-parser qwen3`
- `--chat-template /workspace/chat_template_multi_system.jinja`
启动后显存约为:
- GPU0: 28.4GB
- GPU1: 28.3GB
- GPU2: 28.3GB
- GPU3: 28.2GB
说明 `--enforce-eager` 后 245K 正确性配置可以启动,但剩余显存空间已经很紧。
### 245K 官方相似压测
本地归档:
- `worklogs/remote_results/2026-07-15-official-like-baseline/eager_245k_c1_r8_t256_cap40k.json`
| 指标 | 100K 基线 | 245K 配置 | 目标 |
| --- | ---: | ---: | ---: |
| Success Rate | 100.00% | 100.00% | >= 99% |
| Cache Hit Rate | 74.17% | 74.17% | >= 50% |
| TTFT P90 | 9.803s | 24.886s | <= 5s |
| Output TPS P10 | 5.825 | 5.532 | >= 20 |
| Aggregate Output TPS | 5.789 | 4.631 | - |
| Uncached Input TPS | 178.330 | 139.628 | - |
| Cache TPS | 512.015 | 400.894 | - |
| Weighted Throughput | 883.109 | 693.102 | >= 8000 |
245K 配置满足上下文窗口正确性,但对当前小样本性能明显更差。后续优化策略:
1. 平台提交配置保留 245K,以覆盖官方 235K+ 输入上限。
2. 快速性能迭代优先用 100K/cap40K 官方相似数据,减少单轮成本。
3. 确定有效优化后,再回到 245K 配置做确认。
4. 当前离目标最大的差距仍是 prefill/cache 吞吐和 decode MoE 吞吐,而不是缓存命中率或请求成功率。
## 2026-07-15:MoE router top-k softmax 实验
### 改动
尝试把 MoE router 从:
```python
routing_weights = torch.softmax(router_logits.float(), dim=-1)
topk_weights, topk_ids = torch.topk(routing_weights, self.top_k, dim=-1)
topk_weights = topk_weights / topk_weights.sum(dim=-1, keepdim=True)
```
改为:
```python
topk_logits, topk_ids = torch.topk(router_logits.float(), self.top_k, dim=-1)
topk_weights = torch.softmax(topk_logits, dim=-1)
```
数学上这等价于 “full softmax -> topk -> renormalize”,但避免了完整 `(T, num_experts)` softmax。预期收益主要来自减少每层 decode 路由开销。
### 结果
本地归档:
- `worklogs/remote_results/2026-07-15-official-like-baseline/eager_100k_router_topk_c1_r8_t256_cap40k.json`
| 指标 | 100K 基线 | router top-k softmax | 目标 |
| --- | ---: | ---: | ---: |
| Success Rate | 100.00% | 100.00% | >= 99% |
| Cache Hit Rate | 74.17% | 74.17% | >= 50% |
| TTFT P90 | 9.803s | 13.048s | <= 5s |
| Output TPS P10 | 5.825 | 5.664 | >= 20 |
| Aggregate Output TPS | 5.789 | 5.379 | - |
| Uncached Input TPS | 178.330 | 172.454 | - |
| Cache TPS | 512.015 | 495.142 | - |
| Weighted Throughput | 883.109 | 850.328 | >= 8000 |
### 结论
该改动没有带来收益,反而略降。可能原因:
- full softmax 相对 expert GEMM 和 TP all-reduce 占比很小;
- topk logits 后 softmax 改变了 kernel 调度形态,但没有减少主瓶颈;
- 小样本中输出 token 数不同,仍需看趋势而不是单条。
操作结论:不保留该代码改动,回退到 full-softmax router。下一步继续围绕 MoE expert GEMM、all-reduce、prefill/cache 路径做实验。
## 2026-07-15:关闭默认 PROF_TRACE
### 改动
`qwen3_5.py` 中 `_prof()` 原本默认开启:
```python
_PROF_TRACE = os.environ.get("PROF_TRACE", "1") != "0"
```
这会在 decode 阶段输出大量 `[PROF]` 行,并且每次 `flush=True`。改为默认关闭:
```python
_PROF_TRACE = os.environ.get("PROF_TRACE", "0") == "1"
```
需要代码级 profiling 时再显式设置 `PROF_TRACE=1`。
### 结果
本地归档:
- `worklogs/remote_results/2026-07-15-official-like-baseline/eager_100k_no_prof_c1_r8_t256_cap40k.json`
| 指标 | 100K 基线 | PROF_TRACE 默认关闭 | 目标 |
| --- | ---: | ---: | ---: |
| Success Rate | 100.00% | 100.00% | >= 99% |
| Cache Hit Rate | 74.17% | 74.17% | >= 50% |
| TTFT P90 | 9.803s | 12.739s | <= 5s |
| Output TPS P10 | 5.825 | 5.851 | >= 20 |
| Aggregate Output TPS | 5.789 | 5.674 | - |
| Uncached Input TPS | 178.330 | 169.148 | - |
| Cache TPS | 512.015 | 485.652 | - |
| Weighted Throughput | 883.109 | 840.712 | >= 8000 |
### 结论
关闭默认 profiling 没有带来明显性能收益,说明当前主要瓶颈不是日志 I/O。不过该改动仍应保留在生产提交中:
- 避免评测日志膨胀;
- 避免 profiling 输出影响长时间 benchmark 稳定性;
- profiling 仍可通过 `PROF_TRACE=1` 手动开启。
下一步继续看 MoE routed expert 和 TP all-reduce;服务日志中 decode 稳态仍约 5.8 tok/s,说明专家计算/通信路径仍是核心。
## 2026-07-15:max_num_batched_tokens=32768 实验
### 配置
在 no-prof 代码基础上,仅把:
```text
--max-num-batched-tokens 16384
```
改为:
```text
--max-num-batched-tokens 32768
```
其余保持 100K 快速基线一致。此前 32768 发生过 OOM,但这次在清理残留 worker 和显存后可正常启动,说明之前 OOM 不能作为参数不可行的证据。
### 结果
本地归档:
- `worklogs/remote_results/2026-07-15-official-like-baseline/eager_100k_b32768_c1_r8_t256_cap40k.json`
| 指标 | 100K 基线 | no-prof 16384 | no-prof 32768 | 目标 |
| --- | ---: | ---: | ---: | ---: |
| Success Rate | 100.00% | 100.00% | 100.00% | >= 99% |
| Cache Hit Rate | 74.17% | 74.17% | 74.17% | >= 50% |
| TTFT P90 | 9.803s | 12.739s | 13.005s | <= 5s |
| Output TPS P10 | 5.825 | 5.851 | 5.895 | >= 20 |
| Aggregate Output TPS | 5.789 | 5.674 | 5.556 | - |
| Uncached Input TPS | 178.330 | 169.148 | 173.430 | - |
| Cache TPS | 512.015 | 485.652 | 497.947 | - |
| Weighted Throughput | 883.109 | 840.712 | 857.595 | >= 8000 |
### 结论
32768 可以启动,但没有带来总体收益;Output TPS P10 略升,TTFT 继续变差,综合吞吐仍低于原 100K 基线。单纯扩大 chunk 不是主优化方向。下一步尝试 8192,验证更小 chunk 是否能改善 TTFT。
## 2026-07-15:max_num_batched_tokens=8192 实验
### 流程改进
新增可复用远端实验脚本:
- `worklogs/remote_scripts/run_batched_tokens_experiment.sh`
脚本负责:
- 停止旧 `api_server`;
- 检查启动前 GPU 显存;
- 按指定 `max_num_batched_tokens` 启动 100K/no-prof 服务;
- 等待 `/health`;
- 运行 8 请求官方相似压测;
- 写入 `driver.log`、`server.log` 和结果 JSON。
这能减少超长 SSH 命令导致的本地 PowerShell/SSH 子进程异常,也让后续实验日志格式统一。
### 结果
本地归档:
- `worklogs/remote_results/2026-07-15-official-like-baseline/eager_100k_b8192_c1_r8_t256_cap40k.json`
- `worklogs/remote_results/2026-07-15-official-like-baseline/driver_b8192.log`
| 指标 | 100K 基线 | no-prof 8192 | no-prof 16384 | no-prof 32768 | 目标 |
| --- | ---: | ---: | ---: | ---: | ---: |
| Success Rate | 100.00% | 100.00% | 100.00% | 100.00% | >= 99% |
| Cache Hit Rate | 74.17% | 74.17% | 74.17% | 74.17% | >= 50% |
| TTFT P90 | 9.803s | 13.996s | 12.739s | 13.005s | <= 5s |
| Output TPS P10 | 5.825 | 5.840 | 5.851 | 5.895 | >= 20 |
| Aggregate Output TPS | 5.789 | 5.513 | 5.674 | 5.556 | - |
| Uncached Input TPS | 178.330 | 168.408 | 169.148 | 173.430 | - |
| Cache TPS | 512.015 | 483.527 | 485.652 | 497.947 | - |
| Weighted Throughput | 883.109 | 834.751 | 840.712 | 857.595 | >= 8000 |
### 结论
8192 没有改善 TTFT,反而是本轮 chunk 参数中最弱。8192/16384/32768 三组的 Output TPS P10 都约 5.8-5.9,差别很小,说明当前目标瓶颈不是 chunk 大小,而是 decode 每 token 的层内计算/通信周期,以及长上下文 prefill/cache 路径的底层吞吐。
下一轮方向:
1. 对 decode 稳态做低开销 profiling,只记录少量聚合计时,避免 `PROF_TRACE` 每层每 token 打日志。
2. 拆分 `MLP` 时间中 routed expert、shared expert、TP all-reduce 的占比。
3. 若 all-reduce 占比高,测试 `--disable-custom-all-reduce` 保持关闭/打开的差异和 TP 通信路径。
4. 若 routed expert 占比高,继续优化 `_native_experts_sorted` 中逐 expert 循环和 `index_add_`。
## 2026-07-15:MoE 聚合 profiling
### 改动
在 `qwen3_5.py` 增加默认关闭的聚合 profiling:
- `PROF_MOE_SUMMARY=1` 开启;
- `PROF_MOE_SYNC=1` 时每段前后 `torch.cuda.synchronize()`,用于获得更可信的 GPU 段时间;
- `PROF_MOE_INTERVAL` 控制每多少次 MoE forward 输出一次汇总;
- 分桶输出 `bucket=decode` (`T=1`) 与 `bucket=prefill` (`T>1`)。
默认 benchmark 不开启这些变量,因此生产路径不受影响。
### 归档
- `worklogs/remote_results/2026-07-15-official-like-baseline/eager_100k_b16384_moe_profile_r2_t256_cap40k.json`
- `worklogs/remote_results/2026-07-15-official-like-baseline/driver_moe_profile.log`
- `worklogs/remote_results/2026-07-15-official-like-baseline/moe_summary_profile.log`
- `worklogs/remote_results/2026-07-15-official-like-baseline/eager_100k_b16384_moe_bucket_profile_r2_t256_cap40k.json`
- `worklogs/remote_results/2026-07-15-official-like-baseline/driver_moe_bucket_profile.log`
- `worklogs/remote_results/2026-07-15-official-like-baseline/moe_bucket_summary_profile.log`
### 关键结果
bucket 分桶的最终平均值如下。数值是每个 worker 进程最终 summary 的均值,单位为 ms / MoE layer call。
| Bucket | router gate | routed expert | shared expert | all-reduce | total |
| --- | ---: | ---: | ---: | ---: | ---: |
| decode (`T=1`) | 0.069 | 0.768 | 0.235 | 0.333 | 1.416 |
| prefill (`T>1`) | 0.577 | 77.970 | 2.078 | 4.177 | 84.814 |
占比:
| Bucket | router gate | routed expert | shared expert | all-reduce |
| --- | ---: | ---: | ---: | ---: |
| decode | 4.9% | 54.2% | 16.6% | 23.5% |
| prefill | 0.7% | 91.9% | 2.4% | 4.9% |
### 结论
MoE routed expert 是最明确主瓶颈:
- 对 TTFT/prefill:routed expert 占 MoE 时间约 92%,优先级最高。
- 对 Output TPS/decode:routed expert 仍是最大项,约 54%;all-reduce 约 23%,属于第二优先级。
下一步优先做 routed expert 路径优化:
1. decode `T=1` 路径尝试使用 `ixformer.functions.act_bias_mm + silu_and_mul` 替换 `F.linear + torch` 激活,保留 bmm down projection。
2. prefill `_native_experts_sorted` 重点减少逐 expert Python loop / 小 kernel 串行开销;需要查 ixformer 是否提供 grouped GEMM 类接口。
3. all-reduce 暂时不是第一主因,但 decode 中占 23%,后续可独立测通信路径。

View File

@@ -0,0 +1,230 @@
[exp] label=batched_tokens_8192_20260715
[exp] max_num_batched_tokens=8192
[exp] out_dir=/root/work/logs/batched_tokens_8192_20260715
Wed Jul 15 02:34:25 UTC 2026
[exp] stopping existing api_server
[exp] gpu before start
Timestamp Wed Jul 15 02:34:25 2026
+-----------------------------------------------------------------------------+
| IX-ML: 3.2.3 Driver Version: 3.2.1 CUDA Version: 10.2 |
|-------------------------------+----------------------+----------------------|
| GPU Name | Bus-Id | Clock-SM Clock-Mem |
| Fan Temp Perf Pwr:Usage/Cap| Memory-Usage | GPU-Util Compute M. |
|===============================+======================+======================|
| 0 Iluvatar BI-V100 | 00000000:4B:00.0 | 1500MHz 1200MHz |
| 0% 29C P0 47W / 250W | 257MiB / 32768MiB | 0% Default |
+-------------------------------+----------------------+----------------------+
| 1 Iluvatar BI-V100 | 00000000:4C:00.0 | 1500MHz 1200MHz |
| 0% 32C P0 47W / 250W | 257MiB / 32768MiB | 0% Default |
+-------------------------------+----------------------+----------------------+
| 2 Iluvatar BI-V100 | 00000000:4D:00.0 | 1500MHz 1200MHz |
| 0% 31C P0 47W / 250W | 257MiB / 32768MiB | 0% Default |
+-------------------------------+----------------------+----------------------+
| 3 Iluvatar BI-V100 | 00000000:4E:00.0 | 1500MHz 1200MHz |
| 0% 30C P0 47W / 250W | 257MiB / 32768MiB | 0% Default |
+-------------------------------+----------------------+----------------------+
+-----------------------------------------------------------------------------+
| Processes: GPU Memory |
| GPU PID Process name Usage(MiB) |
|=============================================================================|
| No running processes found |
+-----------------------------------------------------------------------------+
[exp] starting server
[exp] server_pid=32482
[exp] waiting for health
[exp] health ok after 17 checks
[exp] running benchmark
done 1/8 ok=True
done 2/8 ok=True
done 3/8 ok=True
done 4/8 ok=True
done 5/8 ok=True
done 6/8 ok=True
done 7/8 ok=True
done 8/8 ok=True
{
"created_at": "2026-07-15T02:41:32",
"url": "http://127.0.0.1:1111",
"model": "llm",
"dataset": "/root/work/logs/synthetic_cumulative_8_s3_cap40k.jsonl",
"concurrency": 1,
"max_requests": 8,
"max_tokens": 256,
"wall_sec": 345.89166797697544,
"success_rate": 1.0,
"ttft_p90_sec": 13.995924570597705,
"output_tps_p10_per_request": 5.840174878063855,
"aggregate_output_tps": 5.513286894574578,
"aggregate_input_tps_uncached": 168.40821966222535,
"aggregate_cache_tps": 483.5271140764599,
"cache_hit_rate": 0.7416795639891973,
"weighted_token_throughput": 834.7509573986608,
"totals": {
"requests": 8,
"success": 8,
"prompt_tokens": 225499,
"input_tokens_uncached": 58251,
"cached_tokens": 167248,
"completion_tokens": 1907,
"reasoning_tokens": 1758
},
"targets": {
"output_tps_p10_per_request_gte_20": false,
"ttft_p90_lte_5": false,
"cache_hit_rate_gte_50pct": true,
"success_rate_gte_99pct": true,
"weighted_token_throughput_gte_8000": false
}
}
RESULT_FILE /root/work/logs/batched_tokens_8192_20260715/eager_100k_b8192_c1_r8_t256_cap40k.json
[exp] benchmark rc=0
{
"created_at": "2026-07-15T02:41:32",
"url": "http://127.0.0.1:1111",
"model": "llm",
"dataset": "/root/work/logs/synthetic_cumulative_8_s3_cap40k.jsonl",
"concurrency": 1,
"max_requests": 8,
"max_tokens": 256,
"wall_sec": 345.89166797697544,
"success_rate": 1.0,
"ttft_p90_sec": 13.995924570597705,
"output_tps_p10_per_request": 5.840174878063855,
"aggregate_output_tps": 5.513286894574578,
"aggregate_input_tps_uncached": 168.40821966222535,
"aggregate_cache_tps": 483.5271140764599,
"cache_hit_rate": 0.7416795639891973,
"weighted_token_throughput": 834.7509573986608,
"totals": {
"requests": 8,
"success": 8,
"prompt_tokens": 225499,
"input_tokens_uncached": 58251,
"cached_tokens": 167248,
"completion_tokens": 1907,
"reasoning_tokens": 1758
},
"targets": {
"output_tps_p10_per_request_gte_20": false,
"ttft_p90_lte_5": false,
"cache_hit_rate_gte_50pct": true,
"success_rate_gte_99pct": true,
"weighted_token_throughput_gte_8000": false
},
"results": [
{
"ok": true,
"elapsed_sec": 36.67137165553868,
"ttft_sec": 7.283070221543312,
"prompt_tokens": 7498,
"cached_tokens": 0,
"completion_tokens": 250,
"reasoning_tokens": 147,
"output_tps": 8.506786299354092,
"error": null
},
{
"ok": true,
"elapsed_sec": 42.85823520086706,
"ttft_sec": 23.074742704629898,
"prompt_tokens": 34177,
"cached_tokens": 7488,
"completion_tokens": 121,
"reasoning_tokens": 75,
"output_tps": 6.116210270912193,
"error": null
},
{
"ok": true,
"elapsed_sec": 46.396307623013854,
"ttft_sec": 3.7564049027860165,
"prompt_tokens": 35384,
"cached_tokens": 34160,
"completion_tokens": 256,
"reasoning_tokens": 256,
"output_tps": 6.003766042330974,
"error": null
},
{
"ok": true,
"elapsed_sec": 40.55220231600106,
"ttft_sec": 10.105002513155341,
"prompt_tokens": 19274,
"cached_tokens": 7472,
"completion_tokens": 256,
"reasoning_tokens": 256,
"output_tps": 8.407998162644606,
"error": null
},
{
"ok": true,
"elapsed_sec": 47.4568429403007,
"ttft_sec": 4.107830764725804,
"prompt_tokens": 37099,
"cached_tokens": 35376,
"completion_tokens": 256,
"reasoning_tokens": 256,
"output_tps": 5.90555556290724,
"error": null
},
{
"ok": true,
"elapsed_sec": 36.76491709984839,
"ttft_sec": 6.331659993156791,
"prompt_tokens": 14661,
"cached_tokens": 7472,
"completion_tokens": 256,
"reasoning_tokens": 256,
"output_tps": 8.411850203957014,
"error": null
},
{
"ok": true,
"elapsed_sec": 47.44748286344111,
"ttft_sec": 3.74263353087008,
"prompt_tokens": 38199,
"cached_tokens": 37088,
"completion_tokens": 256,
"reasoning_tokens": 256,
"output_tps": 5.85747357351524,
"error": null
},
{
"ok": true,
"elapsed_sec": 47.73618622124195,
"ttft_sec": 3.59681879542768,
"prompt_tokens": 39207,
"cached_tokens": 38192,
"completion_tokens": 256,
"reasoning_tokens": 256,
"output_tps": 5.799811255343957,
"error": null
}
]
}[exp] gpu after benchmark
Timestamp Wed Jul 15 02:41:32 2026
+-----------------------------------------------------------------------------+
| IX-ML: 3.2.3 Driver Version: 3.2.1 CUDA Version: 10.2 |
|-------------------------------+----------------------+----------------------|
| GPU Name | Bus-Id | Clock-SM Clock-Mem |
| Fan Temp Perf Pwr:Usage/Cap| Memory-Usage | GPU-Util Compute M. |
|===============================+======================+======================|
| 0 Iluvatar BI-V100 | 00000000:4B:00.0 | 1500MHz 1200MHz |
| 0% 33C P0 64W / 250W | 29967MiB / 32768MiB | 0% Default |
+-------------------------------+----------------------+----------------------+
| 1 Iluvatar BI-V100 | 00000000:4C:00.0 | 1500MHz 1200MHz |
| 0% 36C P0 63W / 250W | 29906MiB / 32768MiB | 0% Default |
+-------------------------------+----------------------+----------------------+
| 2 Iluvatar BI-V100 | 00000000:4D:00.0 | 1500MHz 1200MHz |
| 0% 36C P0 62W / 250W | 29910MiB / 32768MiB | 0% Default |
+-------------------------------+----------------------+----------------------+
| 3 Iluvatar BI-V100 | 00000000:4E:00.0 | 1500MHz 1200MHz |
| 0% 34C P0 61W / 250W | 29770MiB / 32768MiB | 0% Default |
+-------------------------------+----------------------+----------------------+
+-----------------------------------------------------------------------------+
| Processes: GPU Memory |
| GPU PID Process name Usage(MiB) |
|=============================================================================|
+-----------------------------------------------------------------------------+

View File

@@ -0,0 +1,158 @@
[exp] label=moe_bucket_profile_20260715
[exp] max_num_batched_tokens=16384
[exp] out_dir=/root/work/logs/moe_bucket_profile_20260715
Wed Jul 15 03:22:47 UTC 2026
[exp] stopping existing api_server
[exp] gpu before start
Timestamp Wed Jul 15 03:22:55 2026
+-----------------------------------------------------------------------------+
| IX-ML: 3.2.3 Driver Version: 3.2.1 CUDA Version: 10.2 |
|-------------------------------+----------------------+----------------------|
| GPU Name | Bus-Id | Clock-SM Clock-Mem |
| Fan Temp Perf Pwr:Usage/Cap| Memory-Usage | GPU-Util Compute M. |
|===============================+======================+======================|
| 0 Iluvatar BI-V100 | 00000000:4B:00.0 | 1500MHz 1200MHz |
| 0% 29C P0 47W / 250W | 257MiB / 32768MiB | 0% Default |
+-------------------------------+----------------------+----------------------+
| 1 Iluvatar BI-V100 | 00000000:4C:00.0 | 1500MHz 1200MHz |
| 0% 32C P0 47W / 250W | 257MiB / 32768MiB | 0% Default |
+-------------------------------+----------------------+----------------------+
| 2 Iluvatar BI-V100 | 00000000:4D:00.0 | 1500MHz 1200MHz |
| 0% 31C P0 48W / 250W | 257MiB / 32768MiB | 0% Default |
+-------------------------------+----------------------+----------------------+
| 3 Iluvatar BI-V100 | 00000000:4E:00.0 | 1500MHz 1200MHz |
| 0% 30C P0 47W / 250W | 257MiB / 32768MiB | 0% Default |
+-------------------------------+----------------------+----------------------+
+-----------------------------------------------------------------------------+
| Processes: GPU Memory |
| GPU PID Process name Usage(MiB) |
|=============================================================================|
| No running processes found |
+-----------------------------------------------------------------------------+
[exp] starting server
[exp] server_pid=35011
[exp] waiting for health
[exp] health ok after 18 checks
[exp] running benchmark
done 1/2 ok=True
done 2/2 ok=True
{
"created_at": "2026-07-15T03:25:55",
"url": "http://127.0.0.1:1111",
"model": "llm",
"dataset": "/root/work/logs/synthetic_cumulative_8_s3_cap40k.jsonl",
"concurrency": 1,
"max_requests": 2,
"max_tokens": 256,
"wall_sec": 94.4211983308196,
"success_rate": 1.0,
"ttft_p90_sec": 19.735469196736812,
"output_tps_p10_per_request": 5.978430347357755,
"aggregate_output_tps": 4.522289565780959,
"aggregate_input_tps_uncached": 362.06911799848626,
"aggregate_cache_tps": 79.30422545332043,
"cache_hit_rate": 0.1796760647870426,
"weighted_token_throughput": 1133.7982030784794,
"totals": {
"requests": 2,
"success": 2,
"prompt_tokens": 41675,
"input_tokens_uncached": 34187,
"cached_tokens": 7488,
"completion_tokens": 427,
"reasoning_tokens": 341
},
"targets": {
"output_tps_p10_per_request_gte_20": false,
"ttft_p90_lte_5": false,
"cache_hit_rate_gte_50pct": false,
"success_rate_gte_99pct": true,
"weighted_token_throughput_gte_8000": false
}
}
RESULT_FILE /root/work/logs/moe_bucket_profile_20260715/eager_100k_b16384_c1_r2_t256_cap40k.json
[exp] benchmark rc=0
{
"created_at": "2026-07-15T03:25:55",
"url": "http://127.0.0.1:1111",
"model": "llm",
"dataset": "/root/work/logs/synthetic_cumulative_8_s3_cap40k.jsonl",
"concurrency": 1,
"max_requests": 2,
"max_tokens": 256,
"wall_sec": 94.4211983308196,
"success_rate": 1.0,
"ttft_p90_sec": 19.735469196736812,
"output_tps_p10_per_request": 5.978430347357755,
"aggregate_output_tps": 4.522289565780959,
"aggregate_input_tps_uncached": 362.06911799848626,
"aggregate_cache_tps": 79.30422545332043,
"cache_hit_rate": 0.1796760647870426,
"weighted_token_throughput": 1133.7982030784794,
"totals": {
"requests": 2,
"success": 2,
"prompt_tokens": 41675,
"input_tokens_uncached": 34187,
"cached_tokens": 7488,
"completion_tokens": 427,
"reasoning_tokens": 341
},
"targets": {
"output_tps_p10_per_request_gte_20": false,
"ttft_p90_lte_5": false,
"cache_hit_rate_gte_50pct": false,
"success_rate_gte_99pct": true,
"weighted_token_throughput_gte_8000": false
},
"results": [
{
"ok": true,
"elapsed_sec": 28.944867059588432,
"ttft_sec": 7.041499247774482,
"prompt_tokens": 7498,
"cached_tokens": 0,
"completion_tokens": 171,
"reasoning_tokens": 85,
"output_tps": 7.807018604133026,
"error": null
},
{
"ok": true,
"elapsed_sec": 65.47296597249806,
"ttft_sec": 21.14591030217707,
"prompt_tokens": 34177,
"cached_tokens": 7488,
"completion_tokens": 256,
"reasoning_tokens": 256,
"output_tps": 5.775253874382725,
"error": null
}
]
}[exp] gpu after benchmark
Timestamp Wed Jul 15 03:25:56 2026
+-----------------------------------------------------------------------------+
| IX-ML: 3.2.3 Driver Version: 3.2.1 CUDA Version: 10.2 |
|-------------------------------+----------------------+----------------------|
| GPU Name | Bus-Id | Clock-SM Clock-Mem |
| Fan Temp Perf Pwr:Usage/Cap| Memory-Usage | GPU-Util Compute M. |
|===============================+======================+======================|
| 0 Iluvatar BI-V100 | 00000000:4B:00.0 | 1500MHz 1200MHz |
| 0% 33C P0 62W / 250W | 30143MiB / 32768MiB | 0% Default |
+-------------------------------+----------------------+----------------------+
| 1 Iluvatar BI-V100 | 00000000:4C:00.0 | 1500MHz 1200MHz |
| 0% 36C P0 61W / 250W | 30082MiB / 32768MiB | 0% Default |
+-------------------------------+----------------------+----------------------+
| 2 Iluvatar BI-V100 | 00000000:4D:00.0 | 1500MHz 1200MHz |
| 0% 34C P0 60W / 250W | 30086MiB / 32768MiB | 0% Default |
+-------------------------------+----------------------+----------------------+
| 3 Iluvatar BI-V100 | 00000000:4E:00.0 | 1500MHz 1200MHz |
| 0% 34C P0 59W / 250W | 29946MiB / 32768MiB | 0% Default |
+-------------------------------+----------------------+----------------------+
+-----------------------------------------------------------------------------+
| Processes: GPU Memory |
| GPU PID Process name Usage(MiB) |
|=============================================================================|
+-----------------------------------------------------------------------------+

View File

@@ -0,0 +1,158 @@
[exp] label=moe_summary_profile_20260715
[exp] max_num_batched_tokens=16384
[exp] out_dir=/root/work/logs/moe_summary_profile_20260715
Wed Jul 15 02:49:29 UTC 2026
[exp] stopping existing api_server
[exp] gpu before start
Timestamp Wed Jul 15 02:49:37 2026
+-----------------------------------------------------------------------------+
| IX-ML: 3.2.3 Driver Version: 3.2.1 CUDA Version: 10.2 |
|-------------------------------+----------------------+----------------------|
| GPU Name | Bus-Id | Clock-SM Clock-Mem |
| Fan Temp Perf Pwr:Usage/Cap| Memory-Usage | GPU-Util Compute M. |
|===============================+======================+======================|
| 0 Iluvatar BI-V100 | 00000000:4B:00.0 | 1500MHz 1200MHz |
| 0% 29C P0 47W / 250W | 257MiB / 32768MiB | 0% Default |
+-------------------------------+----------------------+----------------------+
| 1 Iluvatar BI-V100 | 00000000:4C:00.0 | 1500MHz 1200MHz |
| 0% 32C P0 47W / 250W | 257MiB / 32768MiB | 0% Default |
+-------------------------------+----------------------+----------------------+
| 2 Iluvatar BI-V100 | 00000000:4D:00.0 | 1500MHz 1200MHz |
| 0% 31C P0 47W / 250W | 257MiB / 32768MiB | 0% Default |
+-------------------------------+----------------------+----------------------+
| 3 Iluvatar BI-V100 | 00000000:4E:00.0 | 1500MHz 1200MHz |
| 0% 30C P0 47W / 250W | 257MiB / 32768MiB | 0% Default |
+-------------------------------+----------------------+----------------------+
+-----------------------------------------------------------------------------+
| Processes: GPU Memory |
| GPU PID Process name Usage(MiB) |
|=============================================================================|
| No running processes found |
+-----------------------------------------------------------------------------+
[exp] starting server
[exp] server_pid=33749
[exp] waiting for health
[exp] health ok after 18 checks
[exp] running benchmark
done 1/2 ok=True
done 2/2 ok=True
{
"created_at": "2026-07-15T02:52:28",
"url": "http://127.0.0.1:1111",
"model": "llm",
"dataset": "/root/work/logs/synthetic_cumulative_8_s3_cap40k.jsonl",
"concurrency": 1,
"max_requests": 2,
"max_tokens": 256,
"wall_sec": 84.45088295079768,
"success_rate": 1.0,
"ttft_p90_sec": 20.33267523739487,
"output_tps_p10_per_request": 5.792271822208015,
"aggregate_output_tps": 4.4641333142679605,
"aggregate_input_tps_uncached": 404.8151873073707,
"aggregate_cache_tps": 88.66692375925328,
"cache_hit_rate": 0.1796760647870426,
"weighted_token_throughput": 1257.7107697249571,
"totals": {
"requests": 2,
"success": 2,
"prompt_tokens": 41675,
"input_tokens_uncached": 34187,
"cached_tokens": 7488,
"completion_tokens": 377,
"reasoning_tokens": 285
},
"targets": {
"output_tps_p10_per_request_gte_20": false,
"ttft_p90_lte_5": false,
"cache_hit_rate_gte_50pct": false,
"success_rate_gte_99pct": true,
"weighted_token_throughput_gte_8000": false
}
}
RESULT_FILE /root/work/logs/moe_summary_profile_20260715/eager_100k_b16384_c1_r2_t256_cap40k.json
[exp] benchmark rc=0
{
"created_at": "2026-07-15T02:52:28",
"url": "http://127.0.0.1:1111",
"model": "llm",
"dataset": "/root/work/logs/synthetic_cumulative_8_s3_cap40k.jsonl",
"concurrency": 1,
"max_requests": 2,
"max_tokens": 256,
"wall_sec": 84.45088295079768,
"success_rate": 1.0,
"ttft_p90_sec": 20.33267523739487,
"output_tps_p10_per_request": 5.792271822208015,
"aggregate_output_tps": 4.4641333142679605,
"aggregate_input_tps_uncached": 404.8151873073707,
"aggregate_cache_tps": 88.66692375925328,
"cache_hit_rate": 0.1796760647870426,
"weighted_token_throughput": 1257.7107697249571,
"totals": {
"requests": 2,
"success": 2,
"prompt_tokens": 41675,
"input_tokens_uncached": 34187,
"cached_tokens": 7488,
"completion_tokens": 377,
"reasoning_tokens": 285
},
"targets": {
"output_tps_p10_per_request_gte_20": false,
"ttft_p90_lte_5": false,
"cache_hit_rate_gte_50pct": false,
"success_rate_gte_99pct": true,
"weighted_token_throughput_gte_8000": false
},
"results": [
{
"ok": true,
"elapsed_sec": 41.03028617054224,
"ttft_sec": 7.251164922490716,
"prompt_tokens": 7498,
"cached_tokens": 0,
"completion_tokens": 256,
"reasoning_tokens": 210,
"output_tps": 7.578645936941501,
"error": null
},
{
"ok": true,
"elapsed_sec": 43.417322823777795,
"ttft_sec": 21.78617638349533,
"prompt_tokens": 34177,
"cached_tokens": 7488,
"completion_tokens": 121,
"reasoning_tokens": 75,
"output_tps": 5.59378580945985,
"error": null
}
]
}[exp] gpu after benchmark
Timestamp Wed Jul 15 02:52:28 2026
+-----------------------------------------------------------------------------+
| IX-ML: 3.2.3 Driver Version: 3.2.1 CUDA Version: 10.2 |
|-------------------------------+----------------------+----------------------|
| GPU Name | Bus-Id | Clock-SM Clock-Mem |
| Fan Temp Perf Pwr:Usage/Cap| Memory-Usage | GPU-Util Compute M. |
|===============================+======================+======================|
| 0 Iluvatar BI-V100 | 00000000:4B:00.0 | 1500MHz 1200MHz |
| 0% 33C P0 61W / 250W | 30143MiB / 32768MiB | 0% Default |
+-------------------------------+----------------------+----------------------+
| 1 Iluvatar BI-V100 | 00000000:4C:00.0 | 1500MHz 1200MHz |
| 0% 35C P0 60W / 250W | 30082MiB / 32768MiB | 0% Default |
+-------------------------------+----------------------+----------------------+
| 2 Iluvatar BI-V100 | 00000000:4D:00.0 | 1500MHz 1200MHz |
| 0% 35C P0 60W / 250W | 30086MiB / 32768MiB | 0% Default |
+-------------------------------+----------------------+----------------------+
| 3 Iluvatar BI-V100 | 00000000:4E:00.0 | 1500MHz 1200MHz |
| 0% 34C P0 58W / 250W | 29946MiB / 32768MiB | 0% Default |
+-------------------------------+----------------------+----------------------+
+-----------------------------------------------------------------------------+
| Processes: GPU Memory |
| GPU PID Process name Usage(MiB) |
|=============================================================================|
+-----------------------------------------------------------------------------+

View File

@@ -0,0 +1,58 @@
{
"created_at": "2026-07-15T03:25:55",
"url": "http://127.0.0.1:1111",
"model": "llm",
"dataset": "/root/work/logs/synthetic_cumulative_8_s3_cap40k.jsonl",
"concurrency": 1,
"max_requests": 2,
"max_tokens": 256,
"wall_sec": 94.4211983308196,
"success_rate": 1.0,
"ttft_p90_sec": 19.735469196736812,
"output_tps_p10_per_request": 5.978430347357755,
"aggregate_output_tps": 4.522289565780959,
"aggregate_input_tps_uncached": 362.06911799848626,
"aggregate_cache_tps": 79.30422545332043,
"cache_hit_rate": 0.1796760647870426,
"weighted_token_throughput": 1133.7982030784794,
"totals": {
"requests": 2,
"success": 2,
"prompt_tokens": 41675,
"input_tokens_uncached": 34187,
"cached_tokens": 7488,
"completion_tokens": 427,
"reasoning_tokens": 341
},
"targets": {
"output_tps_p10_per_request_gte_20": false,
"ttft_p90_lte_5": false,
"cache_hit_rate_gte_50pct": false,
"success_rate_gte_99pct": true,
"weighted_token_throughput_gte_8000": false
},
"results": [
{
"ok": true,
"elapsed_sec": 28.944867059588432,
"ttft_sec": 7.041499247774482,
"prompt_tokens": 7498,
"cached_tokens": 0,
"completion_tokens": 171,
"reasoning_tokens": 85,
"output_tps": 7.807018604133026,
"error": null
},
{
"ok": true,
"elapsed_sec": 65.47296597249806,
"ttft_sec": 21.14591030217707,
"prompt_tokens": 34177,
"cached_tokens": 7488,
"completion_tokens": 256,
"reasoning_tokens": 256,
"output_tps": 5.775253874382725,
"error": null
}
]
}

View File

@@ -0,0 +1,58 @@
{
"created_at": "2026-07-15T02:52:28",
"url": "http://127.0.0.1:1111",
"model": "llm",
"dataset": "/root/work/logs/synthetic_cumulative_8_s3_cap40k.jsonl",
"concurrency": 1,
"max_requests": 2,
"max_tokens": 256,
"wall_sec": 84.45088295079768,
"success_rate": 1.0,
"ttft_p90_sec": 20.33267523739487,
"output_tps_p10_per_request": 5.792271822208015,
"aggregate_output_tps": 4.4641333142679605,
"aggregate_input_tps_uncached": 404.8151873073707,
"aggregate_cache_tps": 88.66692375925328,
"cache_hit_rate": 0.1796760647870426,
"weighted_token_throughput": 1257.7107697249571,
"totals": {
"requests": 2,
"success": 2,
"prompt_tokens": 41675,
"input_tokens_uncached": 34187,
"cached_tokens": 7488,
"completion_tokens": 377,
"reasoning_tokens": 285
},
"targets": {
"output_tps_p10_per_request_gte_20": false,
"ttft_p90_lte_5": false,
"cache_hit_rate_gte_50pct": false,
"success_rate_gte_99pct": true,
"weighted_token_throughput_gte_8000": false
},
"results": [
{
"ok": true,
"elapsed_sec": 41.03028617054224,
"ttft_sec": 7.251164922490716,
"prompt_tokens": 7498,
"cached_tokens": 0,
"completion_tokens": 256,
"reasoning_tokens": 210,
"output_tps": 7.578645936941501,
"error": null
},
{
"ok": true,
"elapsed_sec": 43.417322823777795,
"ttft_sec": 21.78617638349533,
"prompt_tokens": 34177,
"cached_tokens": 7488,
"completion_tokens": 121,
"reasoning_tokens": 75,
"output_tps": 5.59378580945985,
"error": null
}
]
}

View File

@@ -0,0 +1,124 @@
{
"created_at": "2026-07-14T20:56:29",
"url": "http://127.0.0.1:1111",
"model": "llm",
"dataset": "/root/work/logs/synthetic_cumulative_8_s3_cap40k.jsonl",
"concurrency": 1,
"max_requests": 8,
"max_tokens": 256,
"wall_sec": 335.87523818574846,
"success_rate": 1.0,
"ttft_p90_sec": 13.004944081977008,
"output_tps_p10_per_request": 5.8948614972894635,
"aggregate_output_tps": 5.555634318502662,
"aggregate_input_tps_uncached": 173.43046874978486,
"aggregate_cache_tps": 497.94679983972844,
"cache_hit_rate": 0.7416795639891973,
"weighted_token_throughput": 857.5945239544665,
"totals": {
"requests": 8,
"success": 8,
"prompt_tokens": 225499,
"input_tokens_uncached": 58251,
"cached_tokens": 167248,
"completion_tokens": 1866,
"reasoning_tokens": 1731
},
"targets": {
"output_tps_p10_per_request_gte_20": false,
"ttft_p90_lte_5": false,
"cache_hit_rate_gte_50pct": true,
"success_rate_gte_99pct": true,
"weighted_token_throughput_gte_8000": false
},
"results": [
{
"ok": true,
"elapsed_sec": 27.413454679772258,
"ttft_sec": 7.43462404422462,
"prompt_tokens": 7498,
"cached_tokens": 0,
"completion_tokens": 168,
"reasoning_tokens": 82,
"output_tps": 8.40890055402359,
"error": null
},
{
"ok": true,
"elapsed_sec": 49.30410090461373,
"ttft_sec": 22.904547728598118,
"prompt_tokens": 34177,
"cached_tokens": 7488,
"completion_tokens": 162,
"reasoning_tokens": 113,
"output_tps": 6.136467497002161,
"error": null
},
{
"ok": true,
"elapsed_sec": 45.20640793628991,
"ttft_sec": 2.946982776746154,
"prompt_tokens": 35384,
"cached_tokens": 34160,
"completion_tokens": 256,
"reasoning_tokens": 256,
"output_tps": 6.05782021486361,
"error": null
},
{
"ok": true,
"elapsed_sec": 38.86536529287696,
"ttft_sec": 8.762256804853678,
"prompt_tokens": 19274,
"cached_tokens": 7472,
"completion_tokens": 256,
"reasoning_tokens": 256,
"output_tps": 8.504105152524406,
"error": null
},
{
"ok": true,
"elapsed_sec": 46.21588536910713,
"ttft_sec": 3.327174164354801,
"prompt_tokens": 37099,
"cached_tokens": 35376,
"completion_tokens": 256,
"reasoning_tokens": 256,
"output_tps": 5.968936645772505,
"error": null
},
{
"ok": true,
"elapsed_sec": 35.56211626343429,
"ttft_sec": 5.644598634913564,
"prompt_tokens": 14661,
"cached_tokens": 7472,
"completion_tokens": 256,
"reasoning_tokens": 256,
"output_tps": 8.556859669264544,
"error": null
},
{
"ok": true,
"elapsed_sec": 46.31439816579223,
"ttft_sec": 3.116101799532771,
"prompt_tokens": 38199,
"cached_tokens": 37088,
"completion_tokens": 256,
"reasoning_tokens": 256,
"output_tps": 5.926159629756877,
"error": null
},
{
"ok": true,
"elapsed_sec": 46.98421955294907,
"ttft_sec": 3.0118106845766306,
"prompt_tokens": 39207,
"cached_tokens": 38192,
"completion_tokens": 256,
"reasoning_tokens": 256,
"output_tps": 5.821832521532164,
"error": null
}
]
}

View File

@@ -0,0 +1,124 @@
{
"created_at": "2026-07-15T02:41:32",
"url": "http://127.0.0.1:1111",
"model": "llm",
"dataset": "/root/work/logs/synthetic_cumulative_8_s3_cap40k.jsonl",
"concurrency": 1,
"max_requests": 8,
"max_tokens": 256,
"wall_sec": 345.89166797697544,
"success_rate": 1.0,
"ttft_p90_sec": 13.995924570597705,
"output_tps_p10_per_request": 5.840174878063855,
"aggregate_output_tps": 5.513286894574578,
"aggregate_input_tps_uncached": 168.40821966222535,
"aggregate_cache_tps": 483.5271140764599,
"cache_hit_rate": 0.7416795639891973,
"weighted_token_throughput": 834.7509573986608,
"totals": {
"requests": 8,
"success": 8,
"prompt_tokens": 225499,
"input_tokens_uncached": 58251,
"cached_tokens": 167248,
"completion_tokens": 1907,
"reasoning_tokens": 1758
},
"targets": {
"output_tps_p10_per_request_gte_20": false,
"ttft_p90_lte_5": false,
"cache_hit_rate_gte_50pct": true,
"success_rate_gte_99pct": true,
"weighted_token_throughput_gte_8000": false
},
"results": [
{
"ok": true,
"elapsed_sec": 36.67137165553868,
"ttft_sec": 7.283070221543312,
"prompt_tokens": 7498,
"cached_tokens": 0,
"completion_tokens": 250,
"reasoning_tokens": 147,
"output_tps": 8.506786299354092,
"error": null
},
{
"ok": true,
"elapsed_sec": 42.85823520086706,
"ttft_sec": 23.074742704629898,
"prompt_tokens": 34177,
"cached_tokens": 7488,
"completion_tokens": 121,
"reasoning_tokens": 75,
"output_tps": 6.116210270912193,
"error": null
},
{
"ok": true,
"elapsed_sec": 46.396307623013854,
"ttft_sec": 3.7564049027860165,
"prompt_tokens": 35384,
"cached_tokens": 34160,
"completion_tokens": 256,
"reasoning_tokens": 256,
"output_tps": 6.003766042330974,
"error": null
},
{
"ok": true,
"elapsed_sec": 40.55220231600106,
"ttft_sec": 10.105002513155341,
"prompt_tokens": 19274,
"cached_tokens": 7472,
"completion_tokens": 256,
"reasoning_tokens": 256,
"output_tps": 8.407998162644606,
"error": null
},
{
"ok": true,
"elapsed_sec": 47.4568429403007,
"ttft_sec": 4.107830764725804,
"prompt_tokens": 37099,
"cached_tokens": 35376,
"completion_tokens": 256,
"reasoning_tokens": 256,
"output_tps": 5.90555556290724,
"error": null
},
{
"ok": true,
"elapsed_sec": 36.76491709984839,
"ttft_sec": 6.331659993156791,
"prompt_tokens": 14661,
"cached_tokens": 7472,
"completion_tokens": 256,
"reasoning_tokens": 256,
"output_tps": 8.411850203957014,
"error": null
},
{
"ok": true,
"elapsed_sec": 47.44748286344111,
"ttft_sec": 3.74263353087008,
"prompt_tokens": 38199,
"cached_tokens": 37088,
"completion_tokens": 256,
"reasoning_tokens": 256,
"output_tps": 5.85747357351524,
"error": null
},
{
"ok": true,
"elapsed_sec": 47.73618622124195,
"ttft_sec": 3.59681879542768,
"prompt_tokens": 39207,
"cached_tokens": 38192,
"completion_tokens": 256,
"reasoning_tokens": 256,
"output_tps": 5.799811255343957,
"error": null
}
]
}

View File

@@ -0,0 +1,124 @@
{
"created_at": "2026-07-14T20:36:39",
"url": "http://127.0.0.1:1111",
"model": "llm",
"dataset": "/root/work/logs/synthetic_cumulative_8_s3_cap40k.jsonl",
"concurrency": 1,
"max_requests": 8,
"max_tokens": 256,
"wall_sec": 344.37798644416034,
"success_rate": 1.0,
"ttft_p90_sec": 12.73888401035219,
"output_tps_p10_per_request": 5.851249699499549,
"aggregate_output_tps": 5.673997981624281,
"aggregate_input_tps_uncached": 169.148442388739,
"aggregate_cache_tps": 485.6524127076243,
"cache_hit_rate": 0.7416795639891973,
"weighted_token_throughput": 840.7123114617115,
"totals": {
"requests": 8,
"success": 8,
"prompt_tokens": 225499,
"input_tokens_uncached": 58251,
"cached_tokens": 167248,
"completion_tokens": 1954,
"reasoning_tokens": 1797
},
"targets": {
"output_tps_p10_per_request_gte_20": false,
"ttft_p90_lte_5": false,
"cache_hit_rate_gte_50pct": true,
"success_rate_gte_99pct": true,
"weighted_token_throughput_gte_8000": false
},
"results": [
{
"ok": true,
"elapsed_sec": 36.636799186468124,
"ttft_sec": 7.329275650903583,
"prompt_tokens": 7498,
"cached_tokens": 0,
"completion_tokens": 256,
"reasoning_tokens": 148,
"output_tps": 8.734958437868189,
"error": null
},
{
"ok": true,
"elapsed_sec": 46.99894358962774,
"ttft_sec": 21.139840373769403,
"prompt_tokens": 34177,
"cached_tokens": 7488,
"completion_tokens": 162,
"reasoning_tokens": 113,
"output_tps": 6.264718410677597,
"error": null
},
{
"ok": true,
"elapsed_sec": 45.031732741743326,
"ttft_sec": 3.066617039963603,
"prompt_tokens": 35384,
"cached_tokens": 34160,
"completion_tokens": 256,
"reasoning_tokens": 256,
"output_tps": 6.100304877490023,
"error": null
},
{
"ok": true,
"elapsed_sec": 39.382855931296945,
"ttft_sec": 9.138474140316248,
"prompt_tokens": 19274,
"cached_tokens": 7472,
"completion_tokens": 256,
"reasoning_tokens": 256,
"output_tps": 8.464381972467455,
"error": null
},
{
"ok": true,
"elapsed_sec": 46.742042660713196,
"ttft_sec": 3.5163993053138256,
"prompt_tokens": 37099,
"cached_tokens": 35376,
"completion_tokens": 256,
"reasoning_tokens": 256,
"output_tps": 5.922410405674684,
"error": null
},
{
"ok": true,
"elapsed_sec": 35.704231740906835,
"ttft_sec": 5.4012624602764845,
"prompt_tokens": 14661,
"cached_tokens": 7472,
"completion_tokens": 256,
"reasoning_tokens": 256,
"output_tps": 8.448017012103007,
"error": null
},
{
"ok": true,
"elapsed_sec": 46.75327887199819,
"ttft_sec": 3.1515272110700607,
"prompt_tokens": 38199,
"cached_tokens": 37088,
"completion_tokens": 256,
"reasoning_tokens": 256,
"output_tps": 5.871323748431043,
"error": null
},
{
"ok": true,
"elapsed_sec": 47.12014847807586,
"ttft_sec": 3.015753908082843,
"prompt_tokens": 39207,
"cached_tokens": 38192,
"completion_tokens": 256,
"reasoning_tokens": 256,
"output_tps": 5.8044102519927305,
"error": null
}
]
}

View File

@@ -0,0 +1,124 @@
{
"created_at": "2026-07-14T20:11:28",
"url": "http://127.0.0.1:1111",
"model": "llm",
"dataset": "/root/work/logs/synthetic_cumulative_8_s3_cap40k.jsonl",
"concurrency": 1,
"max_requests": 8,
"max_tokens": 256,
"wall_sec": 337.77776083163917,
"success_rate": 1.0,
"ttft_p90_sec": 13.047750872373578,
"output_tps_p10_per_request": 5.664154516073774,
"aggregate_output_tps": 5.379276585665033,
"aggregate_input_tps_uncached": 172.45362707296303,
"aggregate_cache_tps": 495.1421301041857,
"cache_hit_rate": 0.7416795639891973,
"weighted_token_throughput": 850.3276245683974,
"totals": {
"requests": 8,
"success": 8,
"prompt_tokens": 225499,
"input_tokens_uncached": 58251,
"cached_tokens": 167248,
"completion_tokens": 1817,
"reasoning_tokens": 1685
},
"targets": {
"output_tps_p10_per_request_gte_20": false,
"ttft_p90_lte_5": false,
"cache_hit_rate_gte_50pct": true,
"success_rate_gte_99pct": true,
"weighted_token_throughput_gte_8000": false
},
"results": [
{
"ok": true,
"elapsed_sec": 26.321524418890476,
"ttft_sec": 7.245203051716089,
"prompt_tokens": 7498,
"cached_tokens": 0,
"completion_tokens": 160,
"reasoning_tokens": 74,
"output_tps": 8.387361321943352,
"error": null
},
{
"ok": true,
"elapsed_sec": 41.994782442227006,
"ttft_sec": 21.734486425295472,
"prompt_tokens": 34177,
"cached_tokens": 7488,
"completion_tokens": 121,
"reasoning_tokens": 75,
"output_tps": 5.972272068427839,
"error": null
},
{
"ok": true,
"elapsed_sec": 46.809104984626174,
"ttft_sec": 3.47783805988729,
"prompt_tokens": 35384,
"cached_tokens": 34160,
"completion_tokens": 256,
"reasoning_tokens": 256,
"output_tps": 5.907974037422925,
"error": null
},
{
"ok": true,
"elapsed_sec": 41.270918272435665,
"ttft_sec": 9.324864206835628,
"prompt_tokens": 19274,
"cached_tokens": 7472,
"completion_tokens": 256,
"reasoning_tokens": 256,
"output_tps": 8.013509257647705,
"error": null
},
{
"ok": true,
"elapsed_sec": 47.37227803096175,
"ttft_sec": 3.5642303358763456,
"prompt_tokens": 37099,
"cached_tokens": 35376,
"completion_tokens": 256,
"reasoning_tokens": 256,
"output_tps": 5.843675157172532,
"error": null
},
{
"ok": true,
"elapsed_sec": 36.956629026681185,
"ttft_sec": 5.4115986954420805,
"prompt_tokens": 14661,
"cached_tokens": 7472,
"completion_tokens": 256,
"reasoning_tokens": 256,
"output_tps": 8.115382908555416,
"error": null
},
{
"ok": true,
"elapsed_sec": 48.93905151821673,
"ttft_sec": 3.3529286701232195,
"prompt_tokens": 38199,
"cached_tokens": 37088,
"completion_tokens": 256,
"reasoning_tokens": 256,
"output_tps": 5.615744090653815,
"error": null
},
{
"ok": true,
"elapsed_sec": 48.10511343367398,
"ttft_sec": 3.073553144931793,
"prompt_tokens": 39207,
"cached_tokens": 38192,
"completion_tokens": 256,
"reasoning_tokens": 256,
"output_tps": 5.684901841253756,
"error": null
}
]
}

View File

@@ -0,0 +1,124 @@
{
"created_at": "2026-07-14T19:47:25",
"url": "http://127.0.0.1:1111",
"model": "llm",
"dataset": "/root/work/logs/synthetic_cumulative_8_s3_cap40k.jsonl",
"concurrency": 1,
"max_requests": 8,
"max_tokens": 256,
"wall_sec": 417.18738799728453,
"success_rate": 1.0,
"ttft_p90_sec": 24.886156552471217,
"output_tps_p10_per_request": 5.532290437092943,
"aggregate_output_tps": 4.631012479247276,
"aggregate_input_tps_uncached": 139.62790265457198,
"aggregate_cache_tps": 400.8941900254392,
"cache_hit_rate": 0.7416795639891973,
"weighted_token_throughput": 693.1017315458303,
"totals": {
"requests": 8,
"success": 8,
"prompt_tokens": 225499,
"input_tokens_uncached": 58251,
"cached_tokens": 167248,
"completion_tokens": 1932,
"reasoning_tokens": 1825
},
"targets": {
"output_tps_p10_per_request_gte_20": false,
"ttft_p90_lte_5": false,
"cache_hit_rate_gte_50pct": true,
"success_rate_gte_99pct": true,
"weighted_token_throughput_gte_8000": false
},
"results": [
{
"ok": true,
"elapsed_sec": 46.63851813226938,
"ttft_sec": 13.72975979372859,
"prompt_tokens": 7498,
"cached_tokens": 0,
"completion_tokens": 256,
"reasoning_tokens": 196,
"output_tps": 7.77908413822432,
"error": null
},
{
"ok": true,
"elapsed_sec": 62.5033224709332,
"ttft_sec": 37.72389439865947,
"prompt_tokens": 34177,
"cached_tokens": 7488,
"completion_tokens": 140,
"reasoning_tokens": 93,
"output_tps": 5.649847913828536,
"error": null
},
{
"ok": true,
"elapsed_sec": 54.076735051348805,
"ttft_sec": 7.701814688742161,
"prompt_tokens": 35384,
"cached_tokens": 34160,
"completion_tokens": 256,
"reasoning_tokens": 256,
"output_tps": 5.520225113020781,
"error": null
},
{
"ok": true,
"elapsed_sec": 52.38991864770651,
"ttft_sec": 19.38426890410483,
"prompt_tokens": 19274,
"cached_tokens": 7472,
"completion_tokens": 256,
"reasoning_tokens": 256,
"output_tps": 7.756247854191296,
"error": null
},
{
"ok": true,
"elapsed_sec": 53.290865218266845,
"ttft_sec": 8.00927284732461,
"prompt_tokens": 37099,
"cached_tokens": 35376,
"completion_tokens": 256,
"reasoning_tokens": 256,
"output_tps": 5.65351142916693,
"error": null
},
{
"ok": true,
"elapsed_sec": 42.13185533322394,
"ttft_sec": 10.382675435394049,
"prompt_tokens": 14661,
"cached_tokens": 7472,
"completion_tokens": 256,
"reasoning_tokens": 256,
"output_tps": 8.063200398366764,
"error": null
},
{
"ok": true,
"elapsed_sec": 52.711524257436395,
"ttft_sec": 7.415150867775083,
"prompt_tokens": 38199,
"cached_tokens": 37088,
"completion_tokens": 256,
"reasoning_tokens": 256,
"output_tps": 5.651666587030361,
"error": null
},
{
"ok": true,
"elapsed_sec": 53.436059853062034,
"ttft_sec": 7.205488372594118,
"prompt_tokens": 39207,
"cached_tokens": 38192,
"completion_tokens": 256,
"reasoning_tokens": 256,
"output_tps": 5.537461290266727,
"error": null
}
]
}

View File

@@ -0,0 +1,124 @@
{
"created_at": "2026-07-14T18:06:30",
"url": "http://127.0.0.1:1111",
"model": "llm",
"dataset": "/root/work/logs/synthetic_cumulative_8_s3_cap40k.jsonl",
"concurrency": 1,
"max_requests": 8,
"max_tokens": 256,
"wall_sec": 326.64670574851334,
"success_rate": 1.0,
"ttft_p90_sec": 9.802654626592993,
"output_tps_p10_per_request": 5.825013286992466,
"aggregate_output_tps": 5.789129254087408,
"aggregate_input_tps_uncached": 178.3302846006587,
"aggregate_cache_tps": 512.0149600674832,
"cache_hit_rate": 0.7416795639891973,
"weighted_token_throughput": 883.1090591866864,
"totals": {
"requests": 8,
"success": 8,
"prompt_tokens": 225499,
"input_tokens_uncached": 58251,
"cached_tokens": 167248,
"completion_tokens": 1891,
"reasoning_tokens": 1759
},
"targets": {
"output_tps_p10_per_request_gte_20": false,
"ttft_p90_lte_5": false,
"cache_hit_rate_gte_50pct": true,
"success_rate_gte_99pct": true,
"weighted_token_throughput_gte_8000": false
},
"results": [
{
"ok": true,
"elapsed_sec": 33.95716667920351,
"ttft_sec": 6.443204963579774,
"prompt_tokens": 7498,
"cached_tokens": 0,
"completion_tokens": 234,
"reasoning_tokens": 148,
"output_tps": 8.504773046446585,
"error": null
},
{
"ok": true,
"elapsed_sec": 34.63446234725416,
"ttft_sec": 14.952531272545457,
"prompt_tokens": 34177,
"cached_tokens": 7488,
"completion_tokens": 121,
"reasoning_tokens": 75,
"output_tps": 6.147770741636481,
"error": null
},
{
"ok": true,
"elapsed_sec": 45.5024864859879,
"ttft_sec": 3.0004746820777655,
"prompt_tokens": 35384,
"cached_tokens": 34160,
"completion_tokens": 256,
"reasoning_tokens": 256,
"output_tps": 6.02324429208427,
"error": null
},
{
"ok": true,
"elapsed_sec": 37.82375564984977,
"ttft_sec": 7.5955646354705095,
"prompt_tokens": 19274,
"cached_tokens": 7472,
"completion_tokens": 256,
"reasoning_tokens": 256,
"output_tps": 8.468915651559275,
"error": null
},
{
"ok": true,
"elapsed_sec": 46.32829406298697,
"ttft_sec": 3.3594408705830574,
"prompt_tokens": 37099,
"cached_tokens": 35376,
"completion_tokens": 256,
"reasoning_tokens": 256,
"output_tps": 5.95780387374304,
"error": null
},
{
"ok": true,
"elapsed_sec": 34.30666992627084,
"ttft_sec": 4.208318674936891,
"prompt_tokens": 14661,
"cached_tokens": 7472,
"completion_tokens": 256,
"reasoning_tokens": 256,
"output_tps": 8.505449280669623,
"error": null
},
{
"ok": true,
"elapsed_sec": 46.81570158340037,
"ttft_sec": 3.0013746675103903,
"prompt_tokens": 38199,
"cached_tokens": 37088,
"completion_tokens": 256,
"reasoning_tokens": 256,
"output_tps": 5.842837674796219,
"error": null
},
{
"ok": true,
"elapsed_sec": 47.27015720307827,
"ttft_sec": 3.0057141836732626,
"prompt_tokens": 39207,
"cached_tokens": 38192,
"completion_tokens": 256,
"reasoning_tokens": 256,
"output_tps": 5.783423048783708,
"error": null
}
]
}

View File

@@ -0,0 +1,856 @@
[PROF_MOE_SUMMARY] pid=35011 bucket=prefill calls=80 tokens=955280 router_gate_avg_ms=0.540 routed_avg_ms=76.181 shared_avg_ms=2.020 all_reduce_avg_ms=4.074 total_avg_ms=82.827
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=prefill calls=80 tokens=955280 router_gate_avg_ms=0.540 routed_avg_ms=76.152 shared_avg_ms=1.999 all_reduce_avg_ms=4.067 total_avg_ms=82.769
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=prefill calls=80 tokens=955280 router_gate_avg_ms=0.538 routed_avg_ms=76.156 shared_avg_ms=2.001 all_reduce_avg_ms=4.079 total_avg_ms=82.785
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=prefill calls=80 tokens=955280 router_gate_avg_ms=0.539 routed_avg_ms=76.134 shared_avg_ms=2.001 all_reduce_avg_ms=4.133 total_avg_ms=82.819
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=80 tokens=80 router_gate_avg_ms=0.070 routed_avg_ms=0.778 shared_avg_ms=0.241 all_reduce_avg_ms=0.330 total_avg_ms=1.432
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=80 tokens=80 router_gate_avg_ms=0.070 routed_avg_ms=0.776 shared_avg_ms=0.243 all_reduce_avg_ms=0.326 total_avg_ms=1.426
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=80 tokens=80 router_gate_avg_ms=0.070 routed_avg_ms=0.775 shared_avg_ms=0.236 all_reduce_avg_ms=0.343 total_avg_ms=1.437
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=80 tokens=80 router_gate_avg_ms=0.071 routed_avg_ms=0.780 shared_avg_ms=0.240 all_reduce_avg_ms=0.326 total_avg_ms=1.429
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=160 tokens=160 router_gate_avg_ms=0.069 routed_avg_ms=0.772 shared_avg_ms=0.236 all_reduce_avg_ms=0.323 total_avg_ms=1.413
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=160 tokens=160 router_gate_avg_ms=0.069 routed_avg_ms=0.772 shared_avg_ms=0.240 all_reduce_avg_ms=0.315 total_avg_ms=1.408
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=160 tokens=160 router_gate_avg_ms=0.069 routed_avg_ms=0.771 shared_avg_ms=0.233 all_reduce_avg_ms=0.331 total_avg_ms=1.416
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=160 tokens=160 router_gate_avg_ms=0.069 routed_avg_ms=0.774 shared_avg_ms=0.235 all_reduce_avg_ms=0.322 total_avg_ms=1.412
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=240 tokens=240 router_gate_avg_ms=0.069 routed_avg_ms=0.770 shared_avg_ms=0.235 all_reduce_avg_ms=0.324 total_avg_ms=1.410
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=240 tokens=240 router_gate_avg_ms=0.069 routed_avg_ms=0.769 shared_avg_ms=0.231 all_reduce_avg_ms=0.332 total_avg_ms=1.413
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=240 tokens=240 router_gate_avg_ms=0.069 routed_avg_ms=0.772 shared_avg_ms=0.240 all_reduce_avg_ms=0.312 total_avg_ms=1.404
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=240 tokens=240 router_gate_avg_ms=0.069 routed_avg_ms=0.772 shared_avg_ms=0.233 all_reduce_avg_ms=0.324 total_avg_ms=1.410
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=320 tokens=320 router_gate_avg_ms=0.068 routed_avg_ms=0.769 shared_avg_ms=0.233 all_reduce_avg_ms=0.320 total_avg_ms=1.402
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=320 tokens=320 router_gate_avg_ms=0.068 routed_avg_ms=0.768 shared_avg_ms=0.230 all_reduce_avg_ms=0.326 total_avg_ms=1.405
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=320 tokens=320 router_gate_avg_ms=0.068 routed_avg_ms=0.770 shared_avg_ms=0.238 all_reduce_avg_ms=0.309 total_avg_ms=1.397
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=320 tokens=320 router_gate_avg_ms=0.068 routed_avg_ms=0.770 shared_avg_ms=0.232 all_reduce_avg_ms=0.321 total_avg_ms=1.403
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=400 tokens=400 router_gate_avg_ms=0.068 routed_avg_ms=0.768 shared_avg_ms=0.229 all_reduce_avg_ms=0.323 total_avg_ms=1.400
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=400 tokens=400 router_gate_avg_ms=0.068 routed_avg_ms=0.768 shared_avg_ms=0.233 all_reduce_avg_ms=0.317 total_avg_ms=1.397
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=400 tokens=400 router_gate_avg_ms=0.067 routed_avg_ms=0.769 shared_avg_ms=0.237 all_reduce_avg_ms=0.307 total_avg_ms=1.392
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=400 tokens=400 router_gate_avg_ms=0.068 routed_avg_ms=0.769 shared_avg_ms=0.231 all_reduce_avg_ms=0.319 total_avg_ms=1.398
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=480 tokens=480 router_gate_avg_ms=0.067 routed_avg_ms=0.767 shared_avg_ms=0.229 all_reduce_avg_ms=0.330 total_avg_ms=1.405
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=480 tokens=480 router_gate_avg_ms=0.067 routed_avg_ms=0.768 shared_avg_ms=0.230 all_reduce_avg_ms=0.325 total_avg_ms=1.403
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=480 tokens=480 router_gate_avg_ms=0.068 routed_avg_ms=0.771 shared_avg_ms=0.238 all_reduce_avg_ms=0.307 total_avg_ms=1.395
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=480 tokens=480 router_gate_avg_ms=0.068 routed_avg_ms=0.768 shared_avg_ms=0.233 all_reduce_avg_ms=0.320 total_avg_ms=1.401
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=560 tokens=560 router_gate_avg_ms=0.069 routed_avg_ms=0.769 shared_avg_ms=0.233 all_reduce_avg_ms=0.321 total_avg_ms=1.403
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=560 tokens=560 router_gate_avg_ms=0.068 routed_avg_ms=0.767 shared_avg_ms=0.229 all_reduce_avg_ms=0.331 total_avg_ms=1.407
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=560 tokens=560 router_gate_avg_ms=0.069 routed_avg_ms=0.772 shared_avg_ms=0.239 all_reduce_avg_ms=0.309 total_avg_ms=1.401
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=560 tokens=560 router_gate_avg_ms=0.073 routed_avg_ms=0.769 shared_avg_ms=0.231 all_reduce_avg_ms=0.326 total_avg_ms=1.410
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=640 tokens=640 router_gate_avg_ms=0.069 routed_avg_ms=0.769 shared_avg_ms=0.234 all_reduce_avg_ms=0.325 total_avg_ms=1.408
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=640 tokens=640 router_gate_avg_ms=0.069 routed_avg_ms=0.772 shared_avg_ms=0.241 all_reduce_avg_ms=0.310 total_avg_ms=1.405
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=640 tokens=640 router_gate_avg_ms=0.068 routed_avg_ms=0.767 shared_avg_ms=0.231 all_reduce_avg_ms=0.334 total_avg_ms=1.412
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=640 tokens=640 router_gate_avg_ms=0.073 routed_avg_ms=0.771 shared_avg_ms=0.234 all_reduce_avg_ms=0.325 total_avg_ms=1.414
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=720 tokens=720 router_gate_avg_ms=0.070 routed_avg_ms=0.772 shared_avg_ms=0.241 all_reduce_avg_ms=0.311 total_avg_ms=1.405
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=720 tokens=720 router_gate_avg_ms=0.069 routed_avg_ms=0.768 shared_avg_ms=0.234 all_reduce_avg_ms=0.327 total_avg_ms=1.410
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=720 tokens=720 router_gate_avg_ms=0.068 routed_avg_ms=0.767 shared_avg_ms=0.231 all_reduce_avg_ms=0.336 total_avg_ms=1.414
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=720 tokens=720 router_gate_avg_ms=0.073 routed_avg_ms=0.772 shared_avg_ms=0.235 all_reduce_avg_ms=0.323 total_avg_ms=1.414
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=800 tokens=800 router_gate_avg_ms=0.070 routed_avg_ms=0.772 shared_avg_ms=0.240 all_reduce_avg_ms=0.312 total_avg_ms=1.406
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=800 tokens=800 router_gate_avg_ms=0.069 routed_avg_ms=0.768 shared_avg_ms=0.233 all_reduce_avg_ms=0.329 total_avg_ms=1.411
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=800 tokens=800 router_gate_avg_ms=0.068 routed_avg_ms=0.767 shared_avg_ms=0.230 all_reduce_avg_ms=0.337 total_avg_ms=1.415
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=800 tokens=800 router_gate_avg_ms=0.073 routed_avg_ms=0.773 shared_avg_ms=0.235 all_reduce_avg_ms=0.321 total_avg_ms=1.414
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=880 tokens=880 router_gate_avg_ms=0.069 routed_avg_ms=0.768 shared_avg_ms=0.233 all_reduce_avg_ms=0.330 total_avg_ms=1.411
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=880 tokens=880 router_gate_avg_ms=0.068 routed_avg_ms=0.767 shared_avg_ms=0.230 all_reduce_avg_ms=0.339 total_avg_ms=1.415
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=880 tokens=880 router_gate_avg_ms=0.070 routed_avg_ms=0.772 shared_avg_ms=0.240 all_reduce_avg_ms=0.313 total_avg_ms=1.406
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=880 tokens=880 router_gate_avg_ms=0.072 routed_avg_ms=0.773 shared_avg_ms=0.235 all_reduce_avg_ms=0.320 total_avg_ms=1.413
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=960 tokens=960 router_gate_avg_ms=0.070 routed_avg_ms=0.771 shared_avg_ms=0.239 all_reduce_avg_ms=0.313 total_avg_ms=1.405
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=960 tokens=960 router_gate_avg_ms=0.068 routed_avg_ms=0.766 shared_avg_ms=0.230 all_reduce_avg_ms=0.339 total_avg_ms=1.415
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=960 tokens=960 router_gate_avg_ms=0.068 routed_avg_ms=0.768 shared_avg_ms=0.233 all_reduce_avg_ms=0.330 total_avg_ms=1.411
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=960 tokens=960 router_gate_avg_ms=0.072 routed_avg_ms=0.774 shared_avg_ms=0.235 all_reduce_avg_ms=0.319 total_avg_ms=1.412
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=1040 tokens=1040 router_gate_avg_ms=0.070 routed_avg_ms=0.771 shared_avg_ms=0.240 all_reduce_avg_ms=0.313 total_avg_ms=1.406
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=1040 tokens=1040 router_gate_avg_ms=0.068 routed_avg_ms=0.767 shared_avg_ms=0.233 all_reduce_avg_ms=0.332 total_avg_ms=1.412
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=1040 tokens=1040 router_gate_avg_ms=0.068 routed_avg_ms=0.766 shared_avg_ms=0.230 all_reduce_avg_ms=0.340 total_avg_ms=1.415
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=1040 tokens=1040 router_gate_avg_ms=0.072 routed_avg_ms=0.774 shared_avg_ms=0.237 all_reduce_avg_ms=0.318 total_avg_ms=1.412
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=1120 tokens=1120 router_gate_avg_ms=0.070 routed_avg_ms=0.771 shared_avg_ms=0.240 all_reduce_avg_ms=0.314 total_avg_ms=1.406
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=1120 tokens=1120 router_gate_avg_ms=0.068 routed_avg_ms=0.767 shared_avg_ms=0.233 all_reduce_avg_ms=0.332 total_avg_ms=1.412
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=1120 tokens=1120 router_gate_avg_ms=0.068 routed_avg_ms=0.766 shared_avg_ms=0.230 all_reduce_avg_ms=0.340 total_avg_ms=1.416
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=1120 tokens=1120 router_gate_avg_ms=0.072 routed_avg_ms=0.775 shared_avg_ms=0.237 all_reduce_avg_ms=0.317 total_avg_ms=1.412
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=1200 tokens=1200 router_gate_avg_ms=0.070 routed_avg_ms=0.771 shared_avg_ms=0.239 all_reduce_avg_ms=0.315 total_avg_ms=1.407
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=1200 tokens=1200 router_gate_avg_ms=0.068 routed_avg_ms=0.767 shared_avg_ms=0.233 all_reduce_avg_ms=0.334 total_avg_ms=1.414
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=1200 tokens=1200 router_gate_avg_ms=0.068 routed_avg_ms=0.766 shared_avg_ms=0.230 all_reduce_avg_ms=0.342 total_avg_ms=1.417
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=1200 tokens=1200 router_gate_avg_ms=0.072 routed_avg_ms=0.775 shared_avg_ms=0.237 all_reduce_avg_ms=0.318 total_avg_ms=1.413
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=1280 tokens=1280 router_gate_avg_ms=0.070 routed_avg_ms=0.771 shared_avg_ms=0.239 all_reduce_avg_ms=0.318 total_avg_ms=1.411
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=1280 tokens=1280 router_gate_avg_ms=0.068 routed_avg_ms=0.767 shared_avg_ms=0.233 all_reduce_avg_ms=0.338 total_avg_ms=1.418
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=1280 tokens=1280 router_gate_avg_ms=0.072 routed_avg_ms=0.776 shared_avg_ms=0.237 all_reduce_avg_ms=0.320 total_avg_ms=1.417
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=1280 tokens=1280 router_gate_avg_ms=0.068 routed_avg_ms=0.767 shared_avg_ms=0.230 all_reduce_avg_ms=0.343 total_avg_ms=1.421
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=1360 tokens=1360 router_gate_avg_ms=0.070 routed_avg_ms=0.772 shared_avg_ms=0.240 all_reduce_avg_ms=0.322 total_avg_ms=1.416
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=1360 tokens=1360 router_gate_avg_ms=0.068 routed_avg_ms=0.769 shared_avg_ms=0.231 all_reduce_avg_ms=0.345 total_avg_ms=1.426
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=1360 tokens=1360 router_gate_avg_ms=0.072 routed_avg_ms=0.776 shared_avg_ms=0.238 all_reduce_avg_ms=0.325 total_avg_ms=1.422
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=1360 tokens=1360 router_gate_avg_ms=0.069 routed_avg_ms=0.769 shared_avg_ms=0.234 all_reduce_avg_ms=0.339 total_avg_ms=1.423
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=1440 tokens=1440 router_gate_avg_ms=0.069 routed_avg_ms=0.769 shared_avg_ms=0.232 all_reduce_avg_ms=0.349 total_avg_ms=1.430
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=1440 tokens=1440 router_gate_avg_ms=0.072 routed_avg_ms=0.778 shared_avg_ms=0.239 all_reduce_avg_ms=0.325 total_avg_ms=1.426
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=1440 tokens=1440 router_gate_avg_ms=0.069 routed_avg_ms=0.769 shared_avg_ms=0.235 all_reduce_avg_ms=0.343 total_avg_ms=1.427
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=1440 tokens=1440 router_gate_avg_ms=0.071 routed_avg_ms=0.773 shared_avg_ms=0.241 all_reduce_avg_ms=0.322 total_avg_ms=1.419
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=1520 tokens=1520 router_gate_avg_ms=0.069 routed_avg_ms=0.770 shared_avg_ms=0.235 all_reduce_avg_ms=0.342 total_avg_ms=1.428
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=1520 tokens=1520 router_gate_avg_ms=0.069 routed_avg_ms=0.770 shared_avg_ms=0.232 all_reduce_avg_ms=0.349 total_avg_ms=1.431
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=1520 tokens=1520 router_gate_avg_ms=0.071 routed_avg_ms=0.774 shared_avg_ms=0.242 all_reduce_avg_ms=0.323 total_avg_ms=1.421
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=1520 tokens=1520 router_gate_avg_ms=0.072 routed_avg_ms=0.778 shared_avg_ms=0.239 all_reduce_avg_ms=0.326 total_avg_ms=1.427
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=1600 tokens=1600 router_gate_avg_ms=0.069 routed_avg_ms=0.770 shared_avg_ms=0.232 all_reduce_avg_ms=0.351 total_avg_ms=1.434
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=1600 tokens=1600 router_gate_avg_ms=0.071 routed_avg_ms=0.774 shared_avg_ms=0.243 all_reduce_avg_ms=0.322 total_avg_ms=1.423
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=1600 tokens=1600 router_gate_avg_ms=0.069 routed_avg_ms=0.770 shared_avg_ms=0.235 all_reduce_avg_ms=0.344 total_avg_ms=1.430
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=1600 tokens=1600 router_gate_avg_ms=0.072 routed_avg_ms=0.778 shared_avg_ms=0.239 all_reduce_avg_ms=0.328 total_avg_ms=1.429
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=1680 tokens=1680 router_gate_avg_ms=0.069 routed_avg_ms=0.770 shared_avg_ms=0.236 all_reduce_avg_ms=0.347 total_avg_ms=1.433
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=1680 tokens=1680 router_gate_avg_ms=0.069 routed_avg_ms=0.770 shared_avg_ms=0.232 all_reduce_avg_ms=0.354 total_avg_ms=1.437
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=1680 tokens=1680 router_gate_avg_ms=0.072 routed_avg_ms=0.775 shared_avg_ms=0.243 all_reduce_avg_ms=0.322 total_avg_ms=1.425
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=1680 tokens=1680 router_gate_avg_ms=0.072 routed_avg_ms=0.778 shared_avg_ms=0.239 all_reduce_avg_ms=0.331 total_avg_ms=1.432
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=1760 tokens=1760 router_gate_avg_ms=0.070 routed_avg_ms=0.771 shared_avg_ms=0.236 all_reduce_avg_ms=0.348 total_avg_ms=1.436
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=1760 tokens=1760 router_gate_avg_ms=0.069 routed_avg_ms=0.770 shared_avg_ms=0.233 all_reduce_avg_ms=0.357 total_avg_ms=1.441
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=1760 tokens=1760 router_gate_avg_ms=0.072 routed_avg_ms=0.776 shared_avg_ms=0.244 all_reduce_avg_ms=0.324 total_avg_ms=1.428
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=1760 tokens=1760 router_gate_avg_ms=0.072 routed_avg_ms=0.779 shared_avg_ms=0.240 all_reduce_avg_ms=0.333 total_avg_ms=1.436
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=1840 tokens=1840 router_gate_avg_ms=0.070 routed_avg_ms=0.771 shared_avg_ms=0.236 all_reduce_avg_ms=0.349 total_avg_ms=1.437
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=1840 tokens=1840 router_gate_avg_ms=0.072 routed_avg_ms=0.779 shared_avg_ms=0.240 all_reduce_avg_ms=0.335 total_avg_ms=1.437
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=1840 tokens=1840 router_gate_avg_ms=0.069 routed_avg_ms=0.770 shared_avg_ms=0.233 all_reduce_avg_ms=0.358 total_avg_ms=1.442
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=1840 tokens=1840 router_gate_avg_ms=0.072 routed_avg_ms=0.777 shared_avg_ms=0.245 all_reduce_avg_ms=0.324 total_avg_ms=1.430
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=1920 tokens=1920 router_gate_avg_ms=0.072 routed_avg_ms=0.777 shared_avg_ms=0.245 all_reduce_avg_ms=0.323 total_avg_ms=1.429
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=1920 tokens=1920 router_gate_avg_ms=0.070 routed_avg_ms=0.771 shared_avg_ms=0.236 all_reduce_avg_ms=0.348 total_avg_ms=1.437
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=1920 tokens=1920 router_gate_avg_ms=0.072 routed_avg_ms=0.779 shared_avg_ms=0.240 all_reduce_avg_ms=0.334 total_avg_ms=1.436
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=1920 tokens=1920 router_gate_avg_ms=0.069 routed_avg_ms=0.770 shared_avg_ms=0.233 all_reduce_avg_ms=0.357 total_avg_ms=1.441
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=2000 tokens=2000 router_gate_avg_ms=0.072 routed_avg_ms=0.777 shared_avg_ms=0.245 all_reduce_avg_ms=0.324 total_avg_ms=1.429
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=2000 tokens=2000 router_gate_avg_ms=0.070 routed_avg_ms=0.771 shared_avg_ms=0.237 all_reduce_avg_ms=0.347 total_avg_ms=1.436
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=2000 tokens=2000 router_gate_avg_ms=0.069 routed_avg_ms=0.771 shared_avg_ms=0.233 all_reduce_avg_ms=0.356 total_avg_ms=1.441
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=2000 tokens=2000 router_gate_avg_ms=0.072 routed_avg_ms=0.779 shared_avg_ms=0.240 all_reduce_avg_ms=0.334 total_avg_ms=1.436
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=2080 tokens=2080 router_gate_avg_ms=0.070 routed_avg_ms=0.772 shared_avg_ms=0.237 all_reduce_avg_ms=0.346 total_avg_ms=1.436
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=2080 tokens=2080 router_gate_avg_ms=0.069 routed_avg_ms=0.771 shared_avg_ms=0.233 all_reduce_avg_ms=0.355 total_avg_ms=1.441
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=2080 tokens=2080 router_gate_avg_ms=0.072 routed_avg_ms=0.779 shared_avg_ms=0.240 all_reduce_avg_ms=0.334 total_avg_ms=1.437
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=2080 tokens=2080 router_gate_avg_ms=0.072 routed_avg_ms=0.777 shared_avg_ms=0.245 all_reduce_avg_ms=0.324 total_avg_ms=1.429
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=2160 tokens=2160 router_gate_avg_ms=0.072 routed_avg_ms=0.777 shared_avg_ms=0.245 all_reduce_avg_ms=0.324 total_avg_ms=1.430
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=2160 tokens=2160 router_gate_avg_ms=0.072 routed_avg_ms=0.779 shared_avg_ms=0.240 all_reduce_avg_ms=0.335 total_avg_ms=1.437
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=2160 tokens=2160 router_gate_avg_ms=0.069 routed_avg_ms=0.772 shared_avg_ms=0.234 all_reduce_avg_ms=0.354 total_avg_ms=1.441
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=2160 tokens=2160 router_gate_avg_ms=0.070 routed_avg_ms=0.772 shared_avg_ms=0.237 all_reduce_avg_ms=0.345 total_avg_ms=1.437
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=2240 tokens=2240 router_gate_avg_ms=0.072 routed_avg_ms=0.778 shared_avg_ms=0.240 all_reduce_avg_ms=0.335 total_avg_ms=1.437
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=2240 tokens=2240 router_gate_avg_ms=0.072 routed_avg_ms=0.777 shared_avg_ms=0.245 all_reduce_avg_ms=0.324 total_avg_ms=1.429
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=2240 tokens=2240 router_gate_avg_ms=0.070 routed_avg_ms=0.772 shared_avg_ms=0.237 all_reduce_avg_ms=0.345 total_avg_ms=1.436
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=2240 tokens=2240 router_gate_avg_ms=0.070 routed_avg_ms=0.772 shared_avg_ms=0.234 all_reduce_avg_ms=0.353 total_avg_ms=1.440
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=2320 tokens=2320 router_gate_avg_ms=0.072 routed_avg_ms=0.777 shared_avg_ms=0.245 all_reduce_avg_ms=0.323 total_avg_ms=1.428
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=2320 tokens=2320 router_gate_avg_ms=0.072 routed_avg_ms=0.778 shared_avg_ms=0.239 all_reduce_avg_ms=0.335 total_avg_ms=1.436
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=2320 tokens=2320 router_gate_avg_ms=0.070 routed_avg_ms=0.772 shared_avg_ms=0.237 all_reduce_avg_ms=0.345 total_avg_ms=1.436
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=2320 tokens=2320 router_gate_avg_ms=0.070 routed_avg_ms=0.772 shared_avg_ms=0.234 all_reduce_avg_ms=0.352 total_avg_ms=1.439
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=2400 tokens=2400 router_gate_avg_ms=0.070 routed_avg_ms=0.772 shared_avg_ms=0.237 all_reduce_avg_ms=0.347 total_avg_ms=1.437
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=2400 tokens=2400 router_gate_avg_ms=0.072 routed_avg_ms=0.772 shared_avg_ms=0.234 all_reduce_avg_ms=0.351 total_avg_ms=1.440
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=2400 tokens=2400 router_gate_avg_ms=0.072 routed_avg_ms=0.777 shared_avg_ms=0.244 all_reduce_avg_ms=0.325 total_avg_ms=1.430
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=2400 tokens=2400 router_gate_avg_ms=0.071 routed_avg_ms=0.778 shared_avg_ms=0.239 all_reduce_avg_ms=0.337 total_avg_ms=1.437
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=2480 tokens=2480 router_gate_avg_ms=0.070 routed_avg_ms=0.772 shared_avg_ms=0.237 all_reduce_avg_ms=0.346 total_avg_ms=1.436
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=2480 tokens=2480 router_gate_avg_ms=0.072 routed_avg_ms=0.772 shared_avg_ms=0.234 all_reduce_avg_ms=0.350 total_avg_ms=1.439
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=2480 tokens=2480 router_gate_avg_ms=0.072 routed_avg_ms=0.777 shared_avg_ms=0.244 all_reduce_avg_ms=0.324 total_avg_ms=1.429
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=2480 tokens=2480 router_gate_avg_ms=0.071 routed_avg_ms=0.777 shared_avg_ms=0.239 all_reduce_avg_ms=0.338 total_avg_ms=1.437
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=2560 tokens=2560 router_gate_avg_ms=0.072 routed_avg_ms=0.772 shared_avg_ms=0.234 all_reduce_avg_ms=0.350 total_avg_ms=1.439
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=2560 tokens=2560 router_gate_avg_ms=0.072 routed_avg_ms=0.777 shared_avg_ms=0.244 all_reduce_avg_ms=0.324 total_avg_ms=1.429
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=2560 tokens=2560 router_gate_avg_ms=0.071 routed_avg_ms=0.777 shared_avg_ms=0.239 all_reduce_avg_ms=0.338 total_avg_ms=1.437
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=2560 tokens=2560 router_gate_avg_ms=0.070 routed_avg_ms=0.771 shared_avg_ms=0.237 all_reduce_avg_ms=0.346 total_avg_ms=1.436
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=2640 tokens=2640 router_gate_avg_ms=0.072 routed_avg_ms=0.772 shared_avg_ms=0.233 all_reduce_avg_ms=0.350 total_avg_ms=1.439
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=2640 tokens=2640 router_gate_avg_ms=0.072 routed_avg_ms=0.776 shared_avg_ms=0.244 all_reduce_avg_ms=0.324 total_avg_ms=1.429
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=2640 tokens=2640 router_gate_avg_ms=0.071 routed_avg_ms=0.777 shared_avg_ms=0.238 all_reduce_avg_ms=0.338 total_avg_ms=1.436
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=2640 tokens=2640 router_gate_avg_ms=0.070 routed_avg_ms=0.772 shared_avg_ms=0.237 all_reduce_avg_ms=0.345 total_avg_ms=1.435
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=2720 tokens=2720 router_gate_avg_ms=0.071 routed_avg_ms=0.772 shared_avg_ms=0.233 all_reduce_avg_ms=0.350 total_avg_ms=1.438
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=2720 tokens=2720 router_gate_avg_ms=0.070 routed_avg_ms=0.772 shared_avg_ms=0.237 all_reduce_avg_ms=0.344 total_avg_ms=1.435
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=2720 tokens=2720 router_gate_avg_ms=0.072 routed_avg_ms=0.776 shared_avg_ms=0.244 all_reduce_avg_ms=0.324 total_avg_ms=1.428
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=2720 tokens=2720 router_gate_avg_ms=0.071 routed_avg_ms=0.777 shared_avg_ms=0.238 all_reduce_avg_ms=0.338 total_avg_ms=1.435
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=2800 tokens=2800 router_gate_avg_ms=0.070 routed_avg_ms=0.772 shared_avg_ms=0.237 all_reduce_avg_ms=0.343 total_avg_ms=1.433
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=2800 tokens=2800 router_gate_avg_ms=0.071 routed_avg_ms=0.772 shared_avg_ms=0.233 all_reduce_avg_ms=0.349 total_avg_ms=1.437
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=2800 tokens=2800 router_gate_avg_ms=0.072 routed_avg_ms=0.776 shared_avg_ms=0.243 all_reduce_avg_ms=0.324 total_avg_ms=1.427
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=2800 tokens=2800 router_gate_avg_ms=0.071 routed_avg_ms=0.776 shared_avg_ms=0.238 all_reduce_avg_ms=0.337 total_avg_ms=1.434
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=2880 tokens=2880 router_gate_avg_ms=0.070 routed_avg_ms=0.772 shared_avg_ms=0.236 all_reduce_avg_ms=0.343 total_avg_ms=1.432
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=2880 tokens=2880 router_gate_avg_ms=0.071 routed_avg_ms=0.772 shared_avg_ms=0.233 all_reduce_avg_ms=0.347 total_avg_ms=1.435
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=2880 tokens=2880 router_gate_avg_ms=0.072 routed_avg_ms=0.776 shared_avg_ms=0.243 all_reduce_avg_ms=0.323 total_avg_ms=1.425
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=2880 tokens=2880 router_gate_avg_ms=0.071 routed_avg_ms=0.776 shared_avg_ms=0.238 all_reduce_avg_ms=0.336 total_avg_ms=1.433
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=2960 tokens=2960 router_gate_avg_ms=0.071 routed_avg_ms=0.776 shared_avg_ms=0.243 all_reduce_avg_ms=0.323 total_avg_ms=1.425
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=2960 tokens=2960 router_gate_avg_ms=0.071 routed_avg_ms=0.772 shared_avg_ms=0.233 all_reduce_avg_ms=0.347 total_avg_ms=1.435
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=2960 tokens=2960 router_gate_avg_ms=0.070 routed_avg_ms=0.772 shared_avg_ms=0.236 all_reduce_avg_ms=0.342 total_avg_ms=1.431
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=2960 tokens=2960 router_gate_avg_ms=0.071 routed_avg_ms=0.776 shared_avg_ms=0.238 all_reduce_avg_ms=0.336 total_avg_ms=1.432
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=3040 tokens=3040 router_gate_avg_ms=0.071 routed_avg_ms=0.775 shared_avg_ms=0.242 all_reduce_avg_ms=0.323 total_avg_ms=1.424
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=3040 tokens=3040 router_gate_avg_ms=0.071 routed_avg_ms=0.776 shared_avg_ms=0.237 all_reduce_avg_ms=0.335 total_avg_ms=1.431
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=3040 tokens=3040 router_gate_avg_ms=0.070 routed_avg_ms=0.771 shared_avg_ms=0.236 all_reduce_avg_ms=0.342 total_avg_ms=1.430
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=3040 tokens=3040 router_gate_avg_ms=0.071 routed_avg_ms=0.772 shared_avg_ms=0.233 all_reduce_avg_ms=0.346 total_avg_ms=1.433
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=3120 tokens=3120 router_gate_avg_ms=0.071 routed_avg_ms=0.775 shared_avg_ms=0.242 all_reduce_avg_ms=0.324 total_avg_ms=1.424
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=3120 tokens=3120 router_gate_avg_ms=0.071 routed_avg_ms=0.776 shared_avg_ms=0.237 all_reduce_avg_ms=0.336 total_avg_ms=1.431
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=3120 tokens=3120 router_gate_avg_ms=0.070 routed_avg_ms=0.771 shared_avg_ms=0.236 all_reduce_avg_ms=0.342 total_avg_ms=1.431
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=3120 tokens=3120 router_gate_avg_ms=0.071 routed_avg_ms=0.772 shared_avg_ms=0.233 all_reduce_avg_ms=0.346 total_avg_ms=1.434
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=3200 tokens=3200 router_gate_avg_ms=0.071 routed_avg_ms=0.775 shared_avg_ms=0.242 all_reduce_avg_ms=0.324 total_avg_ms=1.424
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=3200 tokens=3200 router_gate_avg_ms=0.070 routed_avg_ms=0.771 shared_avg_ms=0.236 all_reduce_avg_ms=0.342 total_avg_ms=1.430
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=3200 tokens=3200 router_gate_avg_ms=0.071 routed_avg_ms=0.772 shared_avg_ms=0.233 all_reduce_avg_ms=0.345 total_avg_ms=1.433
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=3200 tokens=3200 router_gate_avg_ms=0.071 routed_avg_ms=0.776 shared_avg_ms=0.237 all_reduce_avg_ms=0.335 total_avg_ms=1.431
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=3280 tokens=3280 router_gate_avg_ms=0.071 routed_avg_ms=0.775 shared_avg_ms=0.242 all_reduce_avg_ms=0.324 total_avg_ms=1.424
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=3280 tokens=3280 router_gate_avg_ms=0.071 routed_avg_ms=0.776 shared_avg_ms=0.237 all_reduce_avg_ms=0.334 total_avg_ms=1.430
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=3280 tokens=3280 router_gate_avg_ms=0.069 routed_avg_ms=0.771 shared_avg_ms=0.236 all_reduce_avg_ms=0.342 total_avg_ms=1.430
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=3280 tokens=3280 router_gate_avg_ms=0.071 routed_avg_ms=0.772 shared_avg_ms=0.233 all_reduce_avg_ms=0.344 total_avg_ms=1.432
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=3360 tokens=3360 router_gate_avg_ms=0.071 routed_avg_ms=0.774 shared_avg_ms=0.242 all_reduce_avg_ms=0.325 total_avg_ms=1.423
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=3360 tokens=3360 router_gate_avg_ms=0.070 routed_avg_ms=0.776 shared_avg_ms=0.237 all_reduce_avg_ms=0.333 total_avg_ms=1.429
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=3360 tokens=3360 router_gate_avg_ms=0.069 routed_avg_ms=0.771 shared_avg_ms=0.235 all_reduce_avg_ms=0.342 total_avg_ms=1.429
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=3360 tokens=3360 router_gate_avg_ms=0.071 routed_avg_ms=0.772 shared_avg_ms=0.233 all_reduce_avg_ms=0.343 total_avg_ms=1.431
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=3440 tokens=3440 router_gate_avg_ms=0.071 routed_avg_ms=0.774 shared_avg_ms=0.241 all_reduce_avg_ms=0.325 total_avg_ms=1.423
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=3440 tokens=3440 router_gate_avg_ms=0.069 routed_avg_ms=0.771 shared_avg_ms=0.235 all_reduce_avg_ms=0.342 total_avg_ms=1.429
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=3440 tokens=3440 router_gate_avg_ms=0.070 routed_avg_ms=0.776 shared_avg_ms=0.237 all_reduce_avg_ms=0.333 total_avg_ms=1.429
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=3440 tokens=3440 router_gate_avg_ms=0.071 routed_avg_ms=0.773 shared_avg_ms=0.233 all_reduce_avg_ms=0.343 total_avg_ms=1.431
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=3520 tokens=3520 router_gate_avg_ms=0.071 routed_avg_ms=0.774 shared_avg_ms=0.241 all_reduce_avg_ms=0.326 total_avg_ms=1.423
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=3520 tokens=3520 router_gate_avg_ms=0.069 routed_avg_ms=0.771 shared_avg_ms=0.235 all_reduce_avg_ms=0.342 total_avg_ms=1.429
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=3520 tokens=3520 router_gate_avg_ms=0.071 routed_avg_ms=0.773 shared_avg_ms=0.233 all_reduce_avg_ms=0.343 total_avg_ms=1.431
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=3520 tokens=3520 router_gate_avg_ms=0.070 routed_avg_ms=0.776 shared_avg_ms=0.237 all_reduce_avg_ms=0.333 total_avg_ms=1.429
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=3600 tokens=3600 router_gate_avg_ms=0.069 routed_avg_ms=0.770 shared_avg_ms=0.235 all_reduce_avg_ms=0.342 total_avg_ms=1.428
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=3600 tokens=3600 router_gate_avg_ms=0.071 routed_avg_ms=0.773 shared_avg_ms=0.233 all_reduce_avg_ms=0.342 total_avg_ms=1.430
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=3600 tokens=3600 router_gate_avg_ms=0.071 routed_avg_ms=0.774 shared_avg_ms=0.241 all_reduce_avg_ms=0.326 total_avg_ms=1.422
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=3600 tokens=3600 router_gate_avg_ms=0.070 routed_avg_ms=0.776 shared_avg_ms=0.237 all_reduce_avg_ms=0.332 total_avg_ms=1.428
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=3680 tokens=3680 router_gate_avg_ms=0.071 routed_avg_ms=0.773 shared_avg_ms=0.241 all_reduce_avg_ms=0.326 total_avg_ms=1.422
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=3680 tokens=3680 router_gate_avg_ms=0.069 routed_avg_ms=0.770 shared_avg_ms=0.235 all_reduce_avg_ms=0.342 total_avg_ms=1.428
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=3680 tokens=3680 router_gate_avg_ms=0.071 routed_avg_ms=0.773 shared_avg_ms=0.233 all_reduce_avg_ms=0.341 total_avg_ms=1.430
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=3680 tokens=3680 router_gate_avg_ms=0.070 routed_avg_ms=0.776 shared_avg_ms=0.237 all_reduce_avg_ms=0.332 total_avg_ms=1.427
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=3760 tokens=3760 router_gate_avg_ms=0.070 routed_avg_ms=0.773 shared_avg_ms=0.241 all_reduce_avg_ms=0.326 total_avg_ms=1.422
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=3760 tokens=3760 router_gate_avg_ms=0.070 routed_avg_ms=0.776 shared_avg_ms=0.237 all_reduce_avg_ms=0.331 total_avg_ms=1.427
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=3760 tokens=3760 router_gate_avg_ms=0.069 routed_avg_ms=0.770 shared_avg_ms=0.235 all_reduce_avg_ms=0.342 total_avg_ms=1.428
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=3760 tokens=3760 router_gate_avg_ms=0.071 routed_avg_ms=0.773 shared_avg_ms=0.233 all_reduce_avg_ms=0.341 total_avg_ms=1.430
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=3840 tokens=3840 router_gate_avg_ms=0.070 routed_avg_ms=0.773 shared_avg_ms=0.240 all_reduce_avg_ms=0.327 total_avg_ms=1.422
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=3840 tokens=3840 router_gate_avg_ms=0.069 routed_avg_ms=0.770 shared_avg_ms=0.235 all_reduce_avg_ms=0.342 total_avg_ms=1.428
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=3840 tokens=3840 router_gate_avg_ms=0.071 routed_avg_ms=0.773 shared_avg_ms=0.233 all_reduce_avg_ms=0.341 total_avg_ms=1.429
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=3840 tokens=3840 router_gate_avg_ms=0.070 routed_avg_ms=0.776 shared_avg_ms=0.237 all_reduce_avg_ms=0.332 total_avg_ms=1.427
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=3920 tokens=3920 router_gate_avg_ms=0.070 routed_avg_ms=0.773 shared_avg_ms=0.240 all_reduce_avg_ms=0.327 total_avg_ms=1.422
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=3920 tokens=3920 router_gate_avg_ms=0.070 routed_avg_ms=0.776 shared_avg_ms=0.237 all_reduce_avg_ms=0.332 total_avg_ms=1.427
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=3920 tokens=3920 router_gate_avg_ms=0.071 routed_avg_ms=0.773 shared_avg_ms=0.234 all_reduce_avg_ms=0.340 total_avg_ms=1.429
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=3920 tokens=3920 router_gate_avg_ms=0.069 routed_avg_ms=0.770 shared_avg_ms=0.235 all_reduce_avg_ms=0.342 total_avg_ms=1.427
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=4000 tokens=4000 router_gate_avg_ms=0.070 routed_avg_ms=0.773 shared_avg_ms=0.240 all_reduce_avg_ms=0.327 total_avg_ms=1.422
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=4000 tokens=4000 router_gate_avg_ms=0.070 routed_avg_ms=0.776 shared_avg_ms=0.237 all_reduce_avg_ms=0.332 total_avg_ms=1.427
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=4000 tokens=4000 router_gate_avg_ms=0.069 routed_avg_ms=0.770 shared_avg_ms=0.235 all_reduce_avg_ms=0.342 total_avg_ms=1.428
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=4000 tokens=4000 router_gate_avg_ms=0.071 routed_avg_ms=0.773 shared_avg_ms=0.234 all_reduce_avg_ms=0.339 total_avg_ms=1.429
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=4080 tokens=4080 router_gate_avg_ms=0.070 routed_avg_ms=0.773 shared_avg_ms=0.240 all_reduce_avg_ms=0.327 total_avg_ms=1.422
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=4080 tokens=4080 router_gate_avg_ms=0.069 routed_avg_ms=0.770 shared_avg_ms=0.235 all_reduce_avg_ms=0.342 total_avg_ms=1.428
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=4080 tokens=4080 router_gate_avg_ms=0.071 routed_avg_ms=0.774 shared_avg_ms=0.234 all_reduce_avg_ms=0.339 total_avg_ms=1.429
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=4080 tokens=4080 router_gate_avg_ms=0.070 routed_avg_ms=0.776 shared_avg_ms=0.237 all_reduce_avg_ms=0.332 total_avg_ms=1.427
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=4160 tokens=4160 router_gate_avg_ms=0.070 routed_avg_ms=0.773 shared_avg_ms=0.240 all_reduce_avg_ms=0.328 total_avg_ms=1.422
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=4160 tokens=4160 router_gate_avg_ms=0.069 routed_avg_ms=0.770 shared_avg_ms=0.234 all_reduce_avg_ms=0.342 total_avg_ms=1.427
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=4160 tokens=4160 router_gate_avg_ms=0.071 routed_avg_ms=0.773 shared_avg_ms=0.234 all_reduce_avg_ms=0.339 total_avg_ms=1.429
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=4160 tokens=4160 router_gate_avg_ms=0.070 routed_avg_ms=0.776 shared_avg_ms=0.237 all_reduce_avg_ms=0.332 total_avg_ms=1.427
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=4240 tokens=4240 router_gate_avg_ms=0.070 routed_avg_ms=0.773 shared_avg_ms=0.240 all_reduce_avg_ms=0.328 total_avg_ms=1.422
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=4240 tokens=4240 router_gate_avg_ms=0.070 routed_avg_ms=0.776 shared_avg_ms=0.237 all_reduce_avg_ms=0.331 total_avg_ms=1.426
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=4240 tokens=4240 router_gate_avg_ms=0.069 routed_avg_ms=0.770 shared_avg_ms=0.234 all_reduce_avg_ms=0.342 total_avg_ms=1.427
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=4240 tokens=4240 router_gate_avg_ms=0.071 routed_avg_ms=0.773 shared_avg_ms=0.234 all_reduce_avg_ms=0.339 total_avg_ms=1.428
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=4320 tokens=4320 router_gate_avg_ms=0.070 routed_avg_ms=0.772 shared_avg_ms=0.240 all_reduce_avg_ms=0.328 total_avg_ms=1.421
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=4320 tokens=4320 router_gate_avg_ms=0.070 routed_avg_ms=0.776 shared_avg_ms=0.237 all_reduce_avg_ms=0.331 total_avg_ms=1.426
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=4320 tokens=4320 router_gate_avg_ms=0.069 routed_avg_ms=0.770 shared_avg_ms=0.234 all_reduce_avg_ms=0.342 total_avg_ms=1.427
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=4320 tokens=4320 router_gate_avg_ms=0.071 routed_avg_ms=0.774 shared_avg_ms=0.234 all_reduce_avg_ms=0.338 total_avg_ms=1.428
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=4400 tokens=4400 router_gate_avg_ms=0.070 routed_avg_ms=0.772 shared_avg_ms=0.240 all_reduce_avg_ms=0.328 total_avg_ms=1.421
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=4400 tokens=4400 router_gate_avg_ms=0.070 routed_avg_ms=0.776 shared_avg_ms=0.237 all_reduce_avg_ms=0.331 total_avg_ms=1.426
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=4400 tokens=4400 router_gate_avg_ms=0.069 routed_avg_ms=0.770 shared_avg_ms=0.234 all_reduce_avg_ms=0.342 total_avg_ms=1.427
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=4400 tokens=4400 router_gate_avg_ms=0.071 routed_avg_ms=0.774 shared_avg_ms=0.234 all_reduce_avg_ms=0.338 total_avg_ms=1.428
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=4480 tokens=4480 router_gate_avg_ms=0.069 routed_avg_ms=0.770 shared_avg_ms=0.234 all_reduce_avg_ms=0.342 total_avg_ms=1.426
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=4480 tokens=4480 router_gate_avg_ms=0.070 routed_avg_ms=0.772 shared_avg_ms=0.239 all_reduce_avg_ms=0.328 total_avg_ms=1.421
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=4480 tokens=4480 router_gate_avg_ms=0.070 routed_avg_ms=0.776 shared_avg_ms=0.237 all_reduce_avg_ms=0.332 total_avg_ms=1.426
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=4480 tokens=4480 router_gate_avg_ms=0.071 routed_avg_ms=0.774 shared_avg_ms=0.234 all_reduce_avg_ms=0.337 total_avg_ms=1.427
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=4560 tokens=4560 router_gate_avg_ms=0.070 routed_avg_ms=0.772 shared_avg_ms=0.239 all_reduce_avg_ms=0.328 total_avg_ms=1.421
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=4560 tokens=4560 router_gate_avg_ms=0.070 routed_avg_ms=0.776 shared_avg_ms=0.236 all_reduce_avg_ms=0.332 total_avg_ms=1.425
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=4560 tokens=4560 router_gate_avg_ms=0.069 routed_avg_ms=0.770 shared_avg_ms=0.234 all_reduce_avg_ms=0.342 total_avg_ms=1.426
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=4560 tokens=4560 router_gate_avg_ms=0.071 routed_avg_ms=0.774 shared_avg_ms=0.234 all_reduce_avg_ms=0.336 total_avg_ms=1.427
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=4640 tokens=4640 router_gate_avg_ms=0.070 routed_avg_ms=0.772 shared_avg_ms=0.239 all_reduce_avg_ms=0.328 total_avg_ms=1.421
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=4640 tokens=4640 router_gate_avg_ms=0.070 routed_avg_ms=0.775 shared_avg_ms=0.236 all_reduce_avg_ms=0.332 total_avg_ms=1.425
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=4640 tokens=4640 router_gate_avg_ms=0.069 routed_avg_ms=0.770 shared_avg_ms=0.234 all_reduce_avg_ms=0.342 total_avg_ms=1.426
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=4640 tokens=4640 router_gate_avg_ms=0.071 routed_avg_ms=0.774 shared_avg_ms=0.234 all_reduce_avg_ms=0.336 total_avg_ms=1.426
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=4720 tokens=4720 router_gate_avg_ms=0.070 routed_avg_ms=0.772 shared_avg_ms=0.239 all_reduce_avg_ms=0.328 total_avg_ms=1.421
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=4720 tokens=4720 router_gate_avg_ms=0.069 routed_avg_ms=0.770 shared_avg_ms=0.234 all_reduce_avg_ms=0.342 total_avg_ms=1.426
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=4720 tokens=4720 router_gate_avg_ms=0.071 routed_avg_ms=0.774 shared_avg_ms=0.234 all_reduce_avg_ms=0.336 total_avg_ms=1.426
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=4720 tokens=4720 router_gate_avg_ms=0.070 routed_avg_ms=0.776 shared_avg_ms=0.236 all_reduce_avg_ms=0.331 total_avg_ms=1.425
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=4800 tokens=4800 router_gate_avg_ms=0.070 routed_avg_ms=0.772 shared_avg_ms=0.239 all_reduce_avg_ms=0.329 total_avg_ms=1.421
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=4800 tokens=4800 router_gate_avg_ms=0.069 routed_avg_ms=0.770 shared_avg_ms=0.234 all_reduce_avg_ms=0.342 total_avg_ms=1.426
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=4800 tokens=4800 router_gate_avg_ms=0.070 routed_avg_ms=0.774 shared_avg_ms=0.234 all_reduce_avg_ms=0.336 total_avg_ms=1.426
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=4800 tokens=4800 router_gate_avg_ms=0.070 routed_avg_ms=0.776 shared_avg_ms=0.236 all_reduce_avg_ms=0.331 total_avg_ms=1.425
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=4880 tokens=4880 router_gate_avg_ms=0.070 routed_avg_ms=0.772 shared_avg_ms=0.239 all_reduce_avg_ms=0.329 total_avg_ms=1.421
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=4880 tokens=4880 router_gate_avg_ms=0.070 routed_avg_ms=0.776 shared_avg_ms=0.236 all_reduce_avg_ms=0.330 total_avg_ms=1.425
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=4880 tokens=4880 router_gate_avg_ms=0.069 routed_avg_ms=0.770 shared_avg_ms=0.234 all_reduce_avg_ms=0.342 total_avg_ms=1.426
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=4880 tokens=4880 router_gate_avg_ms=0.070 routed_avg_ms=0.774 shared_avg_ms=0.234 all_reduce_avg_ms=0.335 total_avg_ms=1.426
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=4960 tokens=4960 router_gate_avg_ms=0.070 routed_avg_ms=0.771 shared_avg_ms=0.239 all_reduce_avg_ms=0.330 total_avg_ms=1.421
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=4960 tokens=4960 router_gate_avg_ms=0.070 routed_avg_ms=0.775 shared_avg_ms=0.234 all_reduce_avg_ms=0.336 total_avg_ms=1.427
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=4960 tokens=4960 router_gate_avg_ms=0.070 routed_avg_ms=0.776 shared_avg_ms=0.236 all_reduce_avg_ms=0.331 total_avg_ms=1.425
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=4960 tokens=4960 router_gate_avg_ms=0.069 routed_avg_ms=0.769 shared_avg_ms=0.235 all_reduce_avg_ms=0.342 total_avg_ms=1.426
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=5040 tokens=5040 router_gate_avg_ms=0.070 routed_avg_ms=0.771 shared_avg_ms=0.239 all_reduce_avg_ms=0.331 total_avg_ms=1.422
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=5040 tokens=5040 router_gate_avg_ms=0.070 routed_avg_ms=0.776 shared_avg_ms=0.237 all_reduce_avg_ms=0.332 total_avg_ms=1.426
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=5040 tokens=5040 router_gate_avg_ms=0.069 routed_avg_ms=0.769 shared_avg_ms=0.235 all_reduce_avg_ms=0.343 total_avg_ms=1.427
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=5040 tokens=5040 router_gate_avg_ms=0.070 routed_avg_ms=0.775 shared_avg_ms=0.234 all_reduce_avg_ms=0.336 total_avg_ms=1.427
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=5120 tokens=5120 router_gate_avg_ms=0.069 routed_avg_ms=0.771 shared_avg_ms=0.239 all_reduce_avg_ms=0.331 total_avg_ms=1.422
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=5120 tokens=5120 router_gate_avg_ms=0.070 routed_avg_ms=0.776 shared_avg_ms=0.237 all_reduce_avg_ms=0.331 total_avg_ms=1.426
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=5120 tokens=5120 router_gate_avg_ms=0.069 routed_avg_ms=0.769 shared_avg_ms=0.235 all_reduce_avg_ms=0.343 total_avg_ms=1.427
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=5120 tokens=5120 router_gate_avg_ms=0.070 routed_avg_ms=0.775 shared_avg_ms=0.234 all_reduce_avg_ms=0.336 total_avg_ms=1.427
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=5200 tokens=5200 router_gate_avg_ms=0.069 routed_avg_ms=0.771 shared_avg_ms=0.239 all_reduce_avg_ms=0.332 total_avg_ms=1.422
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=5200 tokens=5200 router_gate_avg_ms=0.069 routed_avg_ms=0.769 shared_avg_ms=0.235 all_reduce_avg_ms=0.343 total_avg_ms=1.427
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=5200 tokens=5200 router_gate_avg_ms=0.070 routed_avg_ms=0.775 shared_avg_ms=0.234 all_reduce_avg_ms=0.335 total_avg_ms=1.427
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=5200 tokens=5200 router_gate_avg_ms=0.070 routed_avg_ms=0.776 shared_avg_ms=0.237 all_reduce_avg_ms=0.331 total_avg_ms=1.426
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=5280 tokens=5280 router_gate_avg_ms=0.069 routed_avg_ms=0.771 shared_avg_ms=0.239 all_reduce_avg_ms=0.332 total_avg_ms=1.422
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=5280 tokens=5280 router_gate_avg_ms=0.070 routed_avg_ms=0.776 shared_avg_ms=0.237 all_reduce_avg_ms=0.331 total_avg_ms=1.426
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=5280 tokens=5280 router_gate_avg_ms=0.069 routed_avg_ms=0.769 shared_avg_ms=0.235 all_reduce_avg_ms=0.343 total_avg_ms=1.427
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=5280 tokens=5280 router_gate_avg_ms=0.070 routed_avg_ms=0.775 shared_avg_ms=0.234 all_reduce_avg_ms=0.335 total_avg_ms=1.427
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=5360 tokens=5360 router_gate_avg_ms=0.069 routed_avg_ms=0.771 shared_avg_ms=0.238 all_reduce_avg_ms=0.332 total_avg_ms=1.422
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=5360 tokens=5360 router_gate_avg_ms=0.069 routed_avg_ms=0.769 shared_avg_ms=0.235 all_reduce_avg_ms=0.343 total_avg_ms=1.427
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=5360 tokens=5360 router_gate_avg_ms=0.070 routed_avg_ms=0.775 shared_avg_ms=0.234 all_reduce_avg_ms=0.335 total_avg_ms=1.427
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=5360 tokens=5360 router_gate_avg_ms=0.070 routed_avg_ms=0.776 shared_avg_ms=0.237 all_reduce_avg_ms=0.331 total_avg_ms=1.425
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=5440 tokens=5440 router_gate_avg_ms=0.069 routed_avg_ms=0.771 shared_avg_ms=0.238 all_reduce_avg_ms=0.332 total_avg_ms=1.422
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=5440 tokens=5440 router_gate_avg_ms=0.069 routed_avg_ms=0.769 shared_avg_ms=0.234 all_reduce_avg_ms=0.343 total_avg_ms=1.427
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=5440 tokens=5440 router_gate_avg_ms=0.070 routed_avg_ms=0.776 shared_avg_ms=0.237 all_reduce_avg_ms=0.331 total_avg_ms=1.425
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=5440 tokens=5440 router_gate_avg_ms=0.070 routed_avg_ms=0.775 shared_avg_ms=0.234 all_reduce_avg_ms=0.335 total_avg_ms=1.427
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=5520 tokens=5520 router_gate_avg_ms=0.069 routed_avg_ms=0.771 shared_avg_ms=0.238 all_reduce_avg_ms=0.332 total_avg_ms=1.422
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=5520 tokens=5520 router_gate_avg_ms=0.070 routed_avg_ms=0.776 shared_avg_ms=0.237 all_reduce_avg_ms=0.330 total_avg_ms=1.425
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=5520 tokens=5520 router_gate_avg_ms=0.069 routed_avg_ms=0.769 shared_avg_ms=0.234 all_reduce_avg_ms=0.343 total_avg_ms=1.427
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=5520 tokens=5520 router_gate_avg_ms=0.070 routed_avg_ms=0.775 shared_avg_ms=0.234 all_reduce_avg_ms=0.335 total_avg_ms=1.426
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=5600 tokens=5600 router_gate_avg_ms=0.069 routed_avg_ms=0.771 shared_avg_ms=0.238 all_reduce_avg_ms=0.333 total_avg_ms=1.423
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=5600 tokens=5600 router_gate_avg_ms=0.070 routed_avg_ms=0.776 shared_avg_ms=0.237 all_reduce_avg_ms=0.330 total_avg_ms=1.425
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=5600 tokens=5600 router_gate_avg_ms=0.069 routed_avg_ms=0.769 shared_avg_ms=0.234 all_reduce_avg_ms=0.343 total_avg_ms=1.427
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=5600 tokens=5600 router_gate_avg_ms=0.070 routed_avg_ms=0.775 shared_avg_ms=0.234 all_reduce_avg_ms=0.335 total_avg_ms=1.427
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=5680 tokens=5680 router_gate_avg_ms=0.069 routed_avg_ms=0.771 shared_avg_ms=0.238 all_reduce_avg_ms=0.333 total_avg_ms=1.423
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=5680 tokens=5680 router_gate_avg_ms=0.070 routed_avg_ms=0.776 shared_avg_ms=0.237 all_reduce_avg_ms=0.330 total_avg_ms=1.425
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=5680 tokens=5680 router_gate_avg_ms=0.070 routed_avg_ms=0.775 shared_avg_ms=0.235 all_reduce_avg_ms=0.335 total_avg_ms=1.427
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=5680 tokens=5680 router_gate_avg_ms=0.069 routed_avg_ms=0.769 shared_avg_ms=0.235 all_reduce_avg_ms=0.343 total_avg_ms=1.427
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=5760 tokens=5760 router_gate_avg_ms=0.069 routed_avg_ms=0.770 shared_avg_ms=0.238 all_reduce_avg_ms=0.334 total_avg_ms=1.424
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=5760 tokens=5760 router_gate_avg_ms=0.069 routed_avg_ms=0.769 shared_avg_ms=0.235 all_reduce_avg_ms=0.343 total_avg_ms=1.428
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=5760 tokens=5760 router_gate_avg_ms=0.070 routed_avg_ms=0.775 shared_avg_ms=0.235 all_reduce_avg_ms=0.335 total_avg_ms=1.428
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=5760 tokens=5760 router_gate_avg_ms=0.071 routed_avg_ms=0.777 shared_avg_ms=0.237 all_reduce_avg_ms=0.330 total_avg_ms=1.426
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=5840 tokens=5840 router_gate_avg_ms=0.069 routed_avg_ms=0.770 shared_avg_ms=0.238 all_reduce_avg_ms=0.335 total_avg_ms=1.424
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=5840 tokens=5840 router_gate_avg_ms=0.069 routed_avg_ms=0.769 shared_avg_ms=0.235 all_reduce_avg_ms=0.344 total_avg_ms=1.429
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=5840 tokens=5840 router_gate_avg_ms=0.070 routed_avg_ms=0.776 shared_avg_ms=0.235 all_reduce_avg_ms=0.336 total_avg_ms=1.428
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=5840 tokens=5840 router_gate_avg_ms=0.071 routed_avg_ms=0.777 shared_avg_ms=0.237 all_reduce_avg_ms=0.330 total_avg_ms=1.426
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=5920 tokens=5920 router_gate_avg_ms=0.069 routed_avg_ms=0.770 shared_avg_ms=0.238 all_reduce_avg_ms=0.335 total_avg_ms=1.425
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=5920 tokens=5920 router_gate_avg_ms=0.069 routed_avg_ms=0.769 shared_avg_ms=0.235 all_reduce_avg_ms=0.345 total_avg_ms=1.429
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=5920 tokens=5920 router_gate_avg_ms=0.070 routed_avg_ms=0.776 shared_avg_ms=0.235 all_reduce_avg_ms=0.336 total_avg_ms=1.429
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=5920 tokens=5920 router_gate_avg_ms=0.071 routed_avg_ms=0.777 shared_avg_ms=0.237 all_reduce_avg_ms=0.330 total_avg_ms=1.427
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=6000 tokens=6000 router_gate_avg_ms=0.069 routed_avg_ms=0.770 shared_avg_ms=0.238 all_reduce_avg_ms=0.336 total_avg_ms=1.425
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=6000 tokens=6000 router_gate_avg_ms=0.069 routed_avg_ms=0.769 shared_avg_ms=0.235 all_reduce_avg_ms=0.345 total_avg_ms=1.429
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=6000 tokens=6000 router_gate_avg_ms=0.070 routed_avg_ms=0.776 shared_avg_ms=0.235 all_reduce_avg_ms=0.337 total_avg_ms=1.429
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=6000 tokens=6000 router_gate_avg_ms=0.071 routed_avg_ms=0.777 shared_avg_ms=0.238 all_reduce_avg_ms=0.329 total_avg_ms=1.427
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=6080 tokens=6080 router_gate_avg_ms=0.069 routed_avg_ms=0.770 shared_avg_ms=0.238 all_reduce_avg_ms=0.337 total_avg_ms=1.426
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=6080 tokens=6080 router_gate_avg_ms=0.069 routed_avg_ms=0.770 shared_avg_ms=0.235 all_reduce_avg_ms=0.345 total_avg_ms=1.430
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=6080 tokens=6080 router_gate_avg_ms=0.070 routed_avg_ms=0.776 shared_avg_ms=0.235 all_reduce_avg_ms=0.337 total_avg_ms=1.430
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=6080 tokens=6080 router_gate_avg_ms=0.071 routed_avg_ms=0.777 shared_avg_ms=0.238 all_reduce_avg_ms=0.330 total_avg_ms=1.428
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=6160 tokens=6160 router_gate_avg_ms=0.069 routed_avg_ms=0.770 shared_avg_ms=0.238 all_reduce_avg_ms=0.337 total_avg_ms=1.427
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=6160 tokens=6160 router_gate_avg_ms=0.071 routed_avg_ms=0.778 shared_avg_ms=0.238 all_reduce_avg_ms=0.330 total_avg_ms=1.428
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=6160 tokens=6160 router_gate_avg_ms=0.069 routed_avg_ms=0.770 shared_avg_ms=0.235 all_reduce_avg_ms=0.345 total_avg_ms=1.431
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=6160 tokens=6160 router_gate_avg_ms=0.070 routed_avg_ms=0.776 shared_avg_ms=0.235 all_reduce_avg_ms=0.337 total_avg_ms=1.431
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=6240 tokens=6240 router_gate_avg_ms=0.069 routed_avg_ms=0.770 shared_avg_ms=0.238 all_reduce_avg_ms=0.338 total_avg_ms=1.427
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=6240 tokens=6240 router_gate_avg_ms=0.069 routed_avg_ms=0.770 shared_avg_ms=0.235 all_reduce_avg_ms=0.346 total_avg_ms=1.431
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=6240 tokens=6240 router_gate_avg_ms=0.070 routed_avg_ms=0.776 shared_avg_ms=0.235 all_reduce_avg_ms=0.337 total_avg_ms=1.431
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=6240 tokens=6240 router_gate_avg_ms=0.071 routed_avg_ms=0.778 shared_avg_ms=0.238 all_reduce_avg_ms=0.330 total_avg_ms=1.428
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=6320 tokens=6320 router_gate_avg_ms=0.069 routed_avg_ms=0.770 shared_avg_ms=0.238 all_reduce_avg_ms=0.338 total_avg_ms=1.427
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=6320 tokens=6320 router_gate_avg_ms=0.069 routed_avg_ms=0.770 shared_avg_ms=0.235 all_reduce_avg_ms=0.345 total_avg_ms=1.431
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=6320 tokens=6320 router_gate_avg_ms=0.070 routed_avg_ms=0.776 shared_avg_ms=0.235 all_reduce_avg_ms=0.337 total_avg_ms=1.431
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=6320 tokens=6320 router_gate_avg_ms=0.071 routed_avg_ms=0.778 shared_avg_ms=0.238 all_reduce_avg_ms=0.330 total_avg_ms=1.428
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=6400 tokens=6400 router_gate_avg_ms=0.071 routed_avg_ms=0.778 shared_avg_ms=0.238 all_reduce_avg_ms=0.329 total_avg_ms=1.428
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=6400 tokens=6400 router_gate_avg_ms=0.069 routed_avg_ms=0.770 shared_avg_ms=0.238 all_reduce_avg_ms=0.338 total_avg_ms=1.427
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=6400 tokens=6400 router_gate_avg_ms=0.069 routed_avg_ms=0.770 shared_avg_ms=0.235 all_reduce_avg_ms=0.345 total_avg_ms=1.430
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=6400 tokens=6400 router_gate_avg_ms=0.070 routed_avg_ms=0.776 shared_avg_ms=0.235 all_reduce_avg_ms=0.337 total_avg_ms=1.430
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=6480 tokens=6480 router_gate_avg_ms=0.069 routed_avg_ms=0.770 shared_avg_ms=0.238 all_reduce_avg_ms=0.338 total_avg_ms=1.426
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=6480 tokens=6480 router_gate_avg_ms=0.069 routed_avg_ms=0.770 shared_avg_ms=0.235 all_reduce_avg_ms=0.345 total_avg_ms=1.430
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=6480 tokens=6480 router_gate_avg_ms=0.070 routed_avg_ms=0.776 shared_avg_ms=0.235 all_reduce_avg_ms=0.336 total_avg_ms=1.430
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=6480 tokens=6480 router_gate_avg_ms=0.071 routed_avg_ms=0.778 shared_avg_ms=0.238 all_reduce_avg_ms=0.329 total_avg_ms=1.427
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=6560 tokens=6560 router_gate_avg_ms=0.071 routed_avg_ms=0.777 shared_avg_ms=0.238 all_reduce_avg_ms=0.329 total_avg_ms=1.427
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=6560 tokens=6560 router_gate_avg_ms=0.069 routed_avg_ms=0.770 shared_avg_ms=0.235 all_reduce_avg_ms=0.345 total_avg_ms=1.430
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=6560 tokens=6560 router_gate_avg_ms=0.070 routed_avg_ms=0.776 shared_avg_ms=0.235 all_reduce_avg_ms=0.336 total_avg_ms=1.430
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=6560 tokens=6560 router_gate_avg_ms=0.069 routed_avg_ms=0.770 shared_avg_ms=0.238 all_reduce_avg_ms=0.338 total_avg_ms=1.426
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=6640 tokens=6640 router_gate_avg_ms=0.069 routed_avg_ms=0.770 shared_avg_ms=0.238 all_reduce_avg_ms=0.338 total_avg_ms=1.426
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=6640 tokens=6640 router_gate_avg_ms=0.069 routed_avg_ms=0.770 shared_avg_ms=0.235 all_reduce_avg_ms=0.345 total_avg_ms=1.430
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=6640 tokens=6640 router_gate_avg_ms=0.070 routed_avg_ms=0.776 shared_avg_ms=0.235 all_reduce_avg_ms=0.336 total_avg_ms=1.429
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=6640 tokens=6640 router_gate_avg_ms=0.071 routed_avg_ms=0.777 shared_avg_ms=0.238 all_reduce_avg_ms=0.329 total_avg_ms=1.427
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=6720 tokens=6720 router_gate_avg_ms=0.069 routed_avg_ms=0.770 shared_avg_ms=0.238 all_reduce_avg_ms=0.338 total_avg_ms=1.426
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=6720 tokens=6720 router_gate_avg_ms=0.071 routed_avg_ms=0.777 shared_avg_ms=0.238 all_reduce_avg_ms=0.329 total_avg_ms=1.427
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=6720 tokens=6720 router_gate_avg_ms=0.069 routed_avg_ms=0.770 shared_avg_ms=0.235 all_reduce_avg_ms=0.345 total_avg_ms=1.429
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=6720 tokens=6720 router_gate_avg_ms=0.070 routed_avg_ms=0.776 shared_avg_ms=0.235 all_reduce_avg_ms=0.336 total_avg_ms=1.429
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=6800 tokens=6800 router_gate_avg_ms=0.069 routed_avg_ms=0.770 shared_avg_ms=0.238 all_reduce_avg_ms=0.337 total_avg_ms=1.426
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=6800 tokens=6800 router_gate_avg_ms=0.071 routed_avg_ms=0.777 shared_avg_ms=0.238 all_reduce_avg_ms=0.329 total_avg_ms=1.426
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=6800 tokens=6800 router_gate_avg_ms=0.069 routed_avg_ms=0.770 shared_avg_ms=0.234 all_reduce_avg_ms=0.345 total_avg_ms=1.429
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=6800 tokens=6800 router_gate_avg_ms=0.070 routed_avg_ms=0.776 shared_avg_ms=0.235 all_reduce_avg_ms=0.335 total_avg_ms=1.429
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=prefill calls=160 tokens=1966480 router_gate_avg_ms=0.576 routed_avg_ms=77.941 shared_avg_ms=2.075 all_reduce_avg_ms=4.212 total_avg_ms=84.816
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=prefill calls=160 tokens=1966480 router_gate_avg_ms=0.578 routed_avg_ms=77.951 shared_avg_ms=2.076 all_reduce_avg_ms=4.210 total_avg_ms=84.827
[PROF_MOE_SUMMARY] pid=35011 bucket=prefill calls=160 tokens=1966480 router_gate_avg_ms=0.578 routed_avg_ms=78.006 shared_avg_ms=2.087 all_reduce_avg_ms=4.126 total_avg_ms=84.809
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=prefill calls=160 tokens=1966480 router_gate_avg_ms=0.577 routed_avg_ms=77.981 shared_avg_ms=2.073 all_reduce_avg_ms=4.159 total_avg_ms=84.802
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=6880 tokens=6880 router_gate_avg_ms=0.069 routed_avg_ms=0.770 shared_avg_ms=0.238 all_reduce_avg_ms=0.337 total_avg_ms=1.426
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=6880 tokens=6880 router_gate_avg_ms=0.071 routed_avg_ms=0.777 shared_avg_ms=0.238 all_reduce_avg_ms=0.329 total_avg_ms=1.426
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=6880 tokens=6880 router_gate_avg_ms=0.069 routed_avg_ms=0.770 shared_avg_ms=0.235 all_reduce_avg_ms=0.344 total_avg_ms=1.429
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=6880 tokens=6880 router_gate_avg_ms=0.070 routed_avg_ms=0.776 shared_avg_ms=0.235 all_reduce_avg_ms=0.335 total_avg_ms=1.429
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=6960 tokens=6960 router_gate_avg_ms=0.069 routed_avg_ms=0.770 shared_avg_ms=0.238 all_reduce_avg_ms=0.337 total_avg_ms=1.425
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=6960 tokens=6960 router_gate_avg_ms=0.070 routed_avg_ms=0.776 shared_avg_ms=0.235 all_reduce_avg_ms=0.336 total_avg_ms=1.429
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=6960 tokens=6960 router_gate_avg_ms=0.071 routed_avg_ms=0.777 shared_avg_ms=0.237 all_reduce_avg_ms=0.329 total_avg_ms=1.426
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=6960 tokens=6960 router_gate_avg_ms=0.069 routed_avg_ms=0.770 shared_avg_ms=0.235 all_reduce_avg_ms=0.344 total_avg_ms=1.429
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=7040 tokens=7040 router_gate_avg_ms=0.069 routed_avg_ms=0.770 shared_avg_ms=0.235 all_reduce_avg_ms=0.344 total_avg_ms=1.429
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=7040 tokens=7040 router_gate_avg_ms=0.070 routed_avg_ms=0.776 shared_avg_ms=0.235 all_reduce_avg_ms=0.336 total_avg_ms=1.429
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=7040 tokens=7040 router_gate_avg_ms=0.069 routed_avg_ms=0.770 shared_avg_ms=0.238 all_reduce_avg_ms=0.337 total_avg_ms=1.425
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=7040 tokens=7040 router_gate_avg_ms=0.071 routed_avg_ms=0.777 shared_avg_ms=0.237 all_reduce_avg_ms=0.329 total_avg_ms=1.426
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=7120 tokens=7120 router_gate_avg_ms=0.069 routed_avg_ms=0.769 shared_avg_ms=0.238 all_reduce_avg_ms=0.337 total_avg_ms=1.425
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=7120 tokens=7120 router_gate_avg_ms=0.069 routed_avg_ms=0.769 shared_avg_ms=0.235 all_reduce_avg_ms=0.344 total_avg_ms=1.428
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=7120 tokens=7120 router_gate_avg_ms=0.070 routed_avg_ms=0.776 shared_avg_ms=0.235 all_reduce_avg_ms=0.336 total_avg_ms=1.428
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=7120 tokens=7120 router_gate_avg_ms=0.071 routed_avg_ms=0.777 shared_avg_ms=0.237 all_reduce_avg_ms=0.329 total_avg_ms=1.426
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=7200 tokens=7200 router_gate_avg_ms=0.069 routed_avg_ms=0.769 shared_avg_ms=0.238 all_reduce_avg_ms=0.337 total_avg_ms=1.425
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=7200 tokens=7200 router_gate_avg_ms=0.071 routed_avg_ms=0.777 shared_avg_ms=0.237 all_reduce_avg_ms=0.329 total_avg_ms=1.425
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=7200 tokens=7200 router_gate_avg_ms=0.069 routed_avg_ms=0.769 shared_avg_ms=0.235 all_reduce_avg_ms=0.344 total_avg_ms=1.428
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=7200 tokens=7200 router_gate_avg_ms=0.070 routed_avg_ms=0.776 shared_avg_ms=0.235 all_reduce_avg_ms=0.336 total_avg_ms=1.428
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=7280 tokens=7280 router_gate_avg_ms=0.069 routed_avg_ms=0.769 shared_avg_ms=0.237 all_reduce_avg_ms=0.337 total_avg_ms=1.424
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=7280 tokens=7280 router_gate_avg_ms=0.070 routed_avg_ms=0.775 shared_avg_ms=0.235 all_reduce_avg_ms=0.335 total_avg_ms=1.428
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=7280 tokens=7280 router_gate_avg_ms=0.071 routed_avg_ms=0.776 shared_avg_ms=0.237 all_reduce_avg_ms=0.329 total_avg_ms=1.425
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=7280 tokens=7280 router_gate_avg_ms=0.069 routed_avg_ms=0.769 shared_avg_ms=0.235 all_reduce_avg_ms=0.343 total_avg_ms=1.428
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=7360 tokens=7360 router_gate_avg_ms=0.069 routed_avg_ms=0.769 shared_avg_ms=0.237 all_reduce_avg_ms=0.337 total_avg_ms=1.424
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=7360 tokens=7360 router_gate_avg_ms=0.071 routed_avg_ms=0.776 shared_avg_ms=0.237 all_reduce_avg_ms=0.329 total_avg_ms=1.425
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=7360 tokens=7360 router_gate_avg_ms=0.069 routed_avg_ms=0.769 shared_avg_ms=0.235 all_reduce_avg_ms=0.343 total_avg_ms=1.427
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=7360 tokens=7360 router_gate_avg_ms=0.070 routed_avg_ms=0.775 shared_avg_ms=0.235 all_reduce_avg_ms=0.335 total_avg_ms=1.427
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=7440 tokens=7440 router_gate_avg_ms=0.069 routed_avg_ms=0.769 shared_avg_ms=0.237 all_reduce_avg_ms=0.337 total_avg_ms=1.424
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=7440 tokens=7440 router_gate_avg_ms=0.071 routed_avg_ms=0.776 shared_avg_ms=0.237 all_reduce_avg_ms=0.329 total_avg_ms=1.425
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=7440 tokens=7440 router_gate_avg_ms=0.069 routed_avg_ms=0.769 shared_avg_ms=0.235 all_reduce_avg_ms=0.343 total_avg_ms=1.427
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=7440 tokens=7440 router_gate_avg_ms=0.070 routed_avg_ms=0.775 shared_avg_ms=0.235 all_reduce_avg_ms=0.335 total_avg_ms=1.427
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=7520 tokens=7520 router_gate_avg_ms=0.069 routed_avg_ms=0.769 shared_avg_ms=0.235 all_reduce_avg_ms=0.343 total_avg_ms=1.427
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=7520 tokens=7520 router_gate_avg_ms=0.070 routed_avg_ms=0.775 shared_avg_ms=0.235 all_reduce_avg_ms=0.335 total_avg_ms=1.427
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=7520 tokens=7520 router_gate_avg_ms=0.069 routed_avg_ms=0.769 shared_avg_ms=0.237 all_reduce_avg_ms=0.337 total_avg_ms=1.424
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=7520 tokens=7520 router_gate_avg_ms=0.071 routed_avg_ms=0.776 shared_avg_ms=0.237 all_reduce_avg_ms=0.329 total_avg_ms=1.425
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=7600 tokens=7600 router_gate_avg_ms=0.069 routed_avg_ms=0.769 shared_avg_ms=0.235 all_reduce_avg_ms=0.343 total_avg_ms=1.427
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=7600 tokens=7600 router_gate_avg_ms=0.069 routed_avg_ms=0.769 shared_avg_ms=0.237 all_reduce_avg_ms=0.337 total_avg_ms=1.424
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=7600 tokens=7600 router_gate_avg_ms=0.070 routed_avg_ms=0.775 shared_avg_ms=0.235 all_reduce_avg_ms=0.335 total_avg_ms=1.427
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=7600 tokens=7600 router_gate_avg_ms=0.071 routed_avg_ms=0.776 shared_avg_ms=0.237 all_reduce_avg_ms=0.329 total_avg_ms=1.425
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=7680 tokens=7680 router_gate_avg_ms=0.069 routed_avg_ms=0.769 shared_avg_ms=0.237 all_reduce_avg_ms=0.336 total_avg_ms=1.423
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=7680 tokens=7680 router_gate_avg_ms=0.069 routed_avg_ms=0.769 shared_avg_ms=0.235 all_reduce_avg_ms=0.343 total_avg_ms=1.427
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=7680 tokens=7680 router_gate_avg_ms=0.070 routed_avg_ms=0.775 shared_avg_ms=0.235 all_reduce_avg_ms=0.335 total_avg_ms=1.427
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=7680 tokens=7680 router_gate_avg_ms=0.071 routed_avg_ms=0.776 shared_avg_ms=0.237 all_reduce_avg_ms=0.329 total_avg_ms=1.425
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=7760 tokens=7760 router_gate_avg_ms=0.070 routed_avg_ms=0.775 shared_avg_ms=0.235 all_reduce_avg_ms=0.335 total_avg_ms=1.427
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=7760 tokens=7760 router_gate_avg_ms=0.071 routed_avg_ms=0.776 shared_avg_ms=0.237 all_reduce_avg_ms=0.329 total_avg_ms=1.425
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=7760 tokens=7760 router_gate_avg_ms=0.069 routed_avg_ms=0.769 shared_avg_ms=0.237 all_reduce_avg_ms=0.336 total_avg_ms=1.423
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=7760 tokens=7760 router_gate_avg_ms=0.069 routed_avg_ms=0.769 shared_avg_ms=0.235 all_reduce_avg_ms=0.343 total_avg_ms=1.427
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=7840 tokens=7840 router_gate_avg_ms=0.070 routed_avg_ms=0.775 shared_avg_ms=0.235 all_reduce_avg_ms=0.336 total_avg_ms=1.427
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=7840 tokens=7840 router_gate_avg_ms=0.069 routed_avg_ms=0.769 shared_avg_ms=0.237 all_reduce_avg_ms=0.336 total_avg_ms=1.424
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=7840 tokens=7840 router_gate_avg_ms=0.071 routed_avg_ms=0.776 shared_avg_ms=0.237 all_reduce_avg_ms=0.329 total_avg_ms=1.425
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=7840 tokens=7840 router_gate_avg_ms=0.069 routed_avg_ms=0.769 shared_avg_ms=0.235 all_reduce_avg_ms=0.343 total_avg_ms=1.427
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=7920 tokens=7920 router_gate_avg_ms=0.069 routed_avg_ms=0.769 shared_avg_ms=0.237 all_reduce_avg_ms=0.337 total_avg_ms=1.424
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=7920 tokens=7920 router_gate_avg_ms=0.071 routed_avg_ms=0.776 shared_avg_ms=0.237 all_reduce_avg_ms=0.329 total_avg_ms=1.425
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=7920 tokens=7920 router_gate_avg_ms=0.069 routed_avg_ms=0.769 shared_avg_ms=0.235 all_reduce_avg_ms=0.342 total_avg_ms=1.427
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=7920 tokens=7920 router_gate_avg_ms=0.070 routed_avg_ms=0.775 shared_avg_ms=0.235 all_reduce_avg_ms=0.336 total_avg_ms=1.427
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=8000 tokens=8000 router_gate_avg_ms=0.069 routed_avg_ms=0.769 shared_avg_ms=0.235 all_reduce_avg_ms=0.342 total_avg_ms=1.427
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=8000 tokens=8000 router_gate_avg_ms=0.070 routed_avg_ms=0.775 shared_avg_ms=0.235 all_reduce_avg_ms=0.335 total_avg_ms=1.427
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=8000 tokens=8000 router_gate_avg_ms=0.069 routed_avg_ms=0.769 shared_avg_ms=0.237 all_reduce_avg_ms=0.336 total_avg_ms=1.423
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=8000 tokens=8000 router_gate_avg_ms=0.071 routed_avg_ms=0.775 shared_avg_ms=0.237 all_reduce_avg_ms=0.329 total_avg_ms=1.424
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=8080 tokens=8080 router_gate_avg_ms=0.069 routed_avg_ms=0.769 shared_avg_ms=0.235 all_reduce_avg_ms=0.342 total_avg_ms=1.426
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=8080 tokens=8080 router_gate_avg_ms=0.070 routed_avg_ms=0.774 shared_avg_ms=0.234 all_reduce_avg_ms=0.335 total_avg_ms=1.426
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=8080 tokens=8080 router_gate_avg_ms=0.069 routed_avg_ms=0.769 shared_avg_ms=0.237 all_reduce_avg_ms=0.336 total_avg_ms=1.423
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=8080 tokens=8080 router_gate_avg_ms=0.071 routed_avg_ms=0.775 shared_avg_ms=0.237 all_reduce_avg_ms=0.329 total_avg_ms=1.424
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=8160 tokens=8160 router_gate_avg_ms=0.069 routed_avg_ms=0.769 shared_avg_ms=0.235 all_reduce_avg_ms=0.342 total_avg_ms=1.426
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=8160 tokens=8160 router_gate_avg_ms=0.070 routed_avg_ms=0.774 shared_avg_ms=0.234 all_reduce_avg_ms=0.335 total_avg_ms=1.426
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=8160 tokens=8160 router_gate_avg_ms=0.071 routed_avg_ms=0.775 shared_avg_ms=0.237 all_reduce_avg_ms=0.329 total_avg_ms=1.424
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=8160 tokens=8160 router_gate_avg_ms=0.069 routed_avg_ms=0.768 shared_avg_ms=0.237 all_reduce_avg_ms=0.336 total_avg_ms=1.422
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=8240 tokens=8240 router_gate_avg_ms=0.069 routed_avg_ms=0.769 shared_avg_ms=0.235 all_reduce_avg_ms=0.341 total_avg_ms=1.425
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=8240 tokens=8240 router_gate_avg_ms=0.070 routed_avg_ms=0.774 shared_avg_ms=0.234 all_reduce_avg_ms=0.335 total_avg_ms=1.426
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=8240 tokens=8240 router_gate_avg_ms=0.069 routed_avg_ms=0.768 shared_avg_ms=0.237 all_reduce_avg_ms=0.336 total_avg_ms=1.422
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=8240 tokens=8240 router_gate_avg_ms=0.071 routed_avg_ms=0.775 shared_avg_ms=0.237 all_reduce_avg_ms=0.329 total_avg_ms=1.423
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=8320 tokens=8320 router_gate_avg_ms=0.070 routed_avg_ms=0.774 shared_avg_ms=0.234 all_reduce_avg_ms=0.335 total_avg_ms=1.425
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=8320 tokens=8320 router_gate_avg_ms=0.069 routed_avg_ms=0.768 shared_avg_ms=0.237 all_reduce_avg_ms=0.335 total_avg_ms=1.422
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=8320 tokens=8320 router_gate_avg_ms=0.071 routed_avg_ms=0.775 shared_avg_ms=0.237 all_reduce_avg_ms=0.329 total_avg_ms=1.423
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=8320 tokens=8320 router_gate_avg_ms=0.069 routed_avg_ms=0.769 shared_avg_ms=0.235 all_reduce_avg_ms=0.341 total_avg_ms=1.425
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=8400 tokens=8400 router_gate_avg_ms=0.069 routed_avg_ms=0.768 shared_avg_ms=0.237 all_reduce_avg_ms=0.335 total_avg_ms=1.422
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=8400 tokens=8400 router_gate_avg_ms=0.069 routed_avg_ms=0.769 shared_avg_ms=0.235 all_reduce_avg_ms=0.341 total_avg_ms=1.425
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=8400 tokens=8400 router_gate_avg_ms=0.070 routed_avg_ms=0.774 shared_avg_ms=0.234 all_reduce_avg_ms=0.335 total_avg_ms=1.425
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=8400 tokens=8400 router_gate_avg_ms=0.071 routed_avg_ms=0.775 shared_avg_ms=0.237 all_reduce_avg_ms=0.329 total_avg_ms=1.423
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=8480 tokens=8480 router_gate_avg_ms=0.069 routed_avg_ms=0.768 shared_avg_ms=0.237 all_reduce_avg_ms=0.335 total_avg_ms=1.422
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=8480 tokens=8480 router_gate_avg_ms=0.069 routed_avg_ms=0.769 shared_avg_ms=0.235 all_reduce_avg_ms=0.341 total_avg_ms=1.425
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=8480 tokens=8480 router_gate_avg_ms=0.070 routed_avg_ms=0.774 shared_avg_ms=0.234 all_reduce_avg_ms=0.335 total_avg_ms=1.425
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=8480 tokens=8480 router_gate_avg_ms=0.071 routed_avg_ms=0.775 shared_avg_ms=0.237 all_reduce_avg_ms=0.329 total_avg_ms=1.423
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=8560 tokens=8560 router_gate_avg_ms=0.069 routed_avg_ms=0.768 shared_avg_ms=0.237 all_reduce_avg_ms=0.335 total_avg_ms=1.421
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=8560 tokens=8560 router_gate_avg_ms=0.070 routed_avg_ms=0.774 shared_avg_ms=0.234 all_reduce_avg_ms=0.335 total_avg_ms=1.425
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=8560 tokens=8560 router_gate_avg_ms=0.069 routed_avg_ms=0.769 shared_avg_ms=0.235 all_reduce_avg_ms=0.341 total_avg_ms=1.425
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=8560 tokens=8560 router_gate_avg_ms=0.071 routed_avg_ms=0.775 shared_avg_ms=0.237 all_reduce_avg_ms=0.329 total_avg_ms=1.423
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=8640 tokens=8640 router_gate_avg_ms=0.069 routed_avg_ms=0.768 shared_avg_ms=0.237 all_reduce_avg_ms=0.335 total_avg_ms=1.421
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=8640 tokens=8640 router_gate_avg_ms=0.069 routed_avg_ms=0.768 shared_avg_ms=0.235 all_reduce_avg_ms=0.340 total_avg_ms=1.424
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=8640 tokens=8640 router_gate_avg_ms=0.070 routed_avg_ms=0.774 shared_avg_ms=0.234 all_reduce_avg_ms=0.335 total_avg_ms=1.425
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=8640 tokens=8640 router_gate_avg_ms=0.071 routed_avg_ms=0.774 shared_avg_ms=0.237 all_reduce_avg_ms=0.329 total_avg_ms=1.422
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=8720 tokens=8720 router_gate_avg_ms=0.070 routed_avg_ms=0.773 shared_avg_ms=0.234 all_reduce_avg_ms=0.335 total_avg_ms=1.424
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=8720 tokens=8720 router_gate_avg_ms=0.069 routed_avg_ms=0.768 shared_avg_ms=0.237 all_reduce_avg_ms=0.335 total_avg_ms=1.420
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=8720 tokens=8720 router_gate_avg_ms=0.071 routed_avg_ms=0.774 shared_avg_ms=0.236 all_reduce_avg_ms=0.329 total_avg_ms=1.422
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=8720 tokens=8720 router_gate_avg_ms=0.069 routed_avg_ms=0.768 shared_avg_ms=0.235 all_reduce_avg_ms=0.340 total_avg_ms=1.424
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=8800 tokens=8800 router_gate_avg_ms=0.069 routed_avg_ms=0.768 shared_avg_ms=0.237 all_reduce_avg_ms=0.335 total_avg_ms=1.420
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=8800 tokens=8800 router_gate_avg_ms=0.071 routed_avg_ms=0.774 shared_avg_ms=0.236 all_reduce_avg_ms=0.329 total_avg_ms=1.422
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=8800 tokens=8800 router_gate_avg_ms=0.069 routed_avg_ms=0.768 shared_avg_ms=0.235 all_reduce_avg_ms=0.340 total_avg_ms=1.424
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=8800 tokens=8800 router_gate_avg_ms=0.070 routed_avg_ms=0.773 shared_avg_ms=0.234 all_reduce_avg_ms=0.335 total_avg_ms=1.424
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=8880 tokens=8880 router_gate_avg_ms=0.070 routed_avg_ms=0.773 shared_avg_ms=0.234 all_reduce_avg_ms=0.335 total_avg_ms=1.424
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=8880 tokens=8880 router_gate_avg_ms=0.069 routed_avg_ms=0.768 shared_avg_ms=0.237 all_reduce_avg_ms=0.335 total_avg_ms=1.420
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=8880 tokens=8880 router_gate_avg_ms=0.071 routed_avg_ms=0.774 shared_avg_ms=0.236 all_reduce_avg_ms=0.329 total_avg_ms=1.422
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=8880 tokens=8880 router_gate_avg_ms=0.069 routed_avg_ms=0.768 shared_avg_ms=0.235 all_reduce_avg_ms=0.340 total_avg_ms=1.423
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=8960 tokens=8960 router_gate_avg_ms=0.069 routed_avg_ms=0.769 shared_avg_ms=0.235 all_reduce_avg_ms=0.339 total_avg_ms=1.424
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=8960 tokens=8960 router_gate_avg_ms=0.070 routed_avg_ms=0.773 shared_avg_ms=0.234 all_reduce_avg_ms=0.335 total_avg_ms=1.424
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=8960 tokens=8960 router_gate_avg_ms=0.071 routed_avg_ms=0.774 shared_avg_ms=0.236 all_reduce_avg_ms=0.329 total_avg_ms=1.422
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=8960 tokens=8960 router_gate_avg_ms=0.069 routed_avg_ms=0.768 shared_avg_ms=0.237 all_reduce_avg_ms=0.335 total_avg_ms=1.420
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=9040 tokens=9040 router_gate_avg_ms=0.069 routed_avg_ms=0.769 shared_avg_ms=0.235 all_reduce_avg_ms=0.339 total_avg_ms=1.424
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=9040 tokens=9040 router_gate_avg_ms=0.069 routed_avg_ms=0.768 shared_avg_ms=0.237 all_reduce_avg_ms=0.335 total_avg_ms=1.420
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=9040 tokens=9040 router_gate_avg_ms=0.070 routed_avg_ms=0.773 shared_avg_ms=0.234 all_reduce_avg_ms=0.335 total_avg_ms=1.424
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=9040 tokens=9040 router_gate_avg_ms=0.071 routed_avg_ms=0.774 shared_avg_ms=0.236 all_reduce_avg_ms=0.329 total_avg_ms=1.422
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=9120 tokens=9120 router_gate_avg_ms=0.069 routed_avg_ms=0.768 shared_avg_ms=0.237 all_reduce_avg_ms=0.334 total_avg_ms=1.420
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=9120 tokens=9120 router_gate_avg_ms=0.070 routed_avg_ms=0.773 shared_avg_ms=0.234 all_reduce_avg_ms=0.335 total_avg_ms=1.424
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=9120 tokens=9120 router_gate_avg_ms=0.069 routed_avg_ms=0.769 shared_avg_ms=0.235 all_reduce_avg_ms=0.339 total_avg_ms=1.423
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=9120 tokens=9120 router_gate_avg_ms=0.071 routed_avg_ms=0.774 shared_avg_ms=0.236 all_reduce_avg_ms=0.329 total_avg_ms=1.422
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=9200 tokens=9200 router_gate_avg_ms=0.069 routed_avg_ms=0.768 shared_avg_ms=0.237 all_reduce_avg_ms=0.335 total_avg_ms=1.420
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=9200 tokens=9200 router_gate_avg_ms=0.069 routed_avg_ms=0.769 shared_avg_ms=0.235 all_reduce_avg_ms=0.339 total_avg_ms=1.423
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=9200 tokens=9200 router_gate_avg_ms=0.070 routed_avg_ms=0.773 shared_avg_ms=0.234 all_reduce_avg_ms=0.335 total_avg_ms=1.424
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=9200 tokens=9200 router_gate_avg_ms=0.071 routed_avg_ms=0.774 shared_avg_ms=0.236 all_reduce_avg_ms=0.329 total_avg_ms=1.421
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=9280 tokens=9280 router_gate_avg_ms=0.069 routed_avg_ms=0.768 shared_avg_ms=0.237 all_reduce_avg_ms=0.334 total_avg_ms=1.420
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=9280 tokens=9280 router_gate_avg_ms=0.069 routed_avg_ms=0.769 shared_avg_ms=0.235 all_reduce_avg_ms=0.339 total_avg_ms=1.423
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=9280 tokens=9280 router_gate_avg_ms=0.070 routed_avg_ms=0.773 shared_avg_ms=0.234 all_reduce_avg_ms=0.335 total_avg_ms=1.423
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=9280 tokens=9280 router_gate_avg_ms=0.071 routed_avg_ms=0.774 shared_avg_ms=0.236 all_reduce_avg_ms=0.329 total_avg_ms=1.421
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=9360 tokens=9360 router_gate_avg_ms=0.069 routed_avg_ms=0.768 shared_avg_ms=0.237 all_reduce_avg_ms=0.334 total_avg_ms=1.420
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=9360 tokens=9360 router_gate_avg_ms=0.071 routed_avg_ms=0.774 shared_avg_ms=0.236 all_reduce_avg_ms=0.329 total_avg_ms=1.421
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=9360 tokens=9360 router_gate_avg_ms=0.069 routed_avg_ms=0.768 shared_avg_ms=0.235 all_reduce_avg_ms=0.339 total_avg_ms=1.423
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=9360 tokens=9360 router_gate_avg_ms=0.070 routed_avg_ms=0.773 shared_avg_ms=0.234 all_reduce_avg_ms=0.335 total_avg_ms=1.423
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=9440 tokens=9440 router_gate_avg_ms=0.069 routed_avg_ms=0.767 shared_avg_ms=0.237 all_reduce_avg_ms=0.334 total_avg_ms=1.420
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=9440 tokens=9440 router_gate_avg_ms=0.069 routed_avg_ms=0.768 shared_avg_ms=0.234 all_reduce_avg_ms=0.339 total_avg_ms=1.423
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=9440 tokens=9440 router_gate_avg_ms=0.070 routed_avg_ms=0.773 shared_avg_ms=0.234 all_reduce_avg_ms=0.335 total_avg_ms=1.423
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=9440 tokens=9440 router_gate_avg_ms=0.071 routed_avg_ms=0.774 shared_avg_ms=0.236 all_reduce_avg_ms=0.329 total_avg_ms=1.421
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=9520 tokens=9520 router_gate_avg_ms=0.069 routed_avg_ms=0.767 shared_avg_ms=0.237 all_reduce_avg_ms=0.335 total_avg_ms=1.420
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=9520 tokens=9520 router_gate_avg_ms=0.069 routed_avg_ms=0.768 shared_avg_ms=0.234 all_reduce_avg_ms=0.339 total_avg_ms=1.423
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=9520 tokens=9520 router_gate_avg_ms=0.070 routed_avg_ms=0.773 shared_avg_ms=0.234 all_reduce_avg_ms=0.335 total_avg_ms=1.423
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=9520 tokens=9520 router_gate_avg_ms=0.071 routed_avg_ms=0.774 shared_avg_ms=0.236 all_reduce_avg_ms=0.329 total_avg_ms=1.421
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=9600 tokens=9600 router_gate_avg_ms=0.069 routed_avg_ms=0.767 shared_avg_ms=0.237 all_reduce_avg_ms=0.334 total_avg_ms=1.420
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=9600 tokens=9600 router_gate_avg_ms=0.069 routed_avg_ms=0.768 shared_avg_ms=0.234 all_reduce_avg_ms=0.340 total_avg_ms=1.423
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=9600 tokens=9600 router_gate_avg_ms=0.070 routed_avg_ms=0.773 shared_avg_ms=0.234 all_reduce_avg_ms=0.335 total_avg_ms=1.423
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=9600 tokens=9600 router_gate_avg_ms=0.071 routed_avg_ms=0.774 shared_avg_ms=0.236 all_reduce_avg_ms=0.328 total_avg_ms=1.421
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=9680 tokens=9680 router_gate_avg_ms=0.069 routed_avg_ms=0.767 shared_avg_ms=0.237 all_reduce_avg_ms=0.334 total_avg_ms=1.420
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=9680 tokens=9680 router_gate_avg_ms=0.069 routed_avg_ms=0.768 shared_avg_ms=0.234 all_reduce_avg_ms=0.340 total_avg_ms=1.423
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=9680 tokens=9680 router_gate_avg_ms=0.070 routed_avg_ms=0.773 shared_avg_ms=0.234 all_reduce_avg_ms=0.335 total_avg_ms=1.423
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=9680 tokens=9680 router_gate_avg_ms=0.071 routed_avg_ms=0.774 shared_avg_ms=0.236 all_reduce_avg_ms=0.328 total_avg_ms=1.421
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=9760 tokens=9760 router_gate_avg_ms=0.069 routed_avg_ms=0.768 shared_avg_ms=0.234 all_reduce_avg_ms=0.340 total_avg_ms=1.423
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=9760 tokens=9760 router_gate_avg_ms=0.070 routed_avg_ms=0.773 shared_avg_ms=0.234 all_reduce_avg_ms=0.335 total_avg_ms=1.423
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=9760 tokens=9760 router_gate_avg_ms=0.069 routed_avg_ms=0.767 shared_avg_ms=0.237 all_reduce_avg_ms=0.334 total_avg_ms=1.420
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=9760 tokens=9760 router_gate_avg_ms=0.071 routed_avg_ms=0.774 shared_avg_ms=0.236 all_reduce_avg_ms=0.328 total_avg_ms=1.421
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=9840 tokens=9840 router_gate_avg_ms=0.069 routed_avg_ms=0.768 shared_avg_ms=0.234 all_reduce_avg_ms=0.340 total_avg_ms=1.423
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=9840 tokens=9840 router_gate_avg_ms=0.069 routed_avg_ms=0.767 shared_avg_ms=0.237 all_reduce_avg_ms=0.334 total_avg_ms=1.419
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=9840 tokens=9840 router_gate_avg_ms=0.070 routed_avg_ms=0.773 shared_avg_ms=0.234 all_reduce_avg_ms=0.335 total_avg_ms=1.423
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=9840 tokens=9840 router_gate_avg_ms=0.071 routed_avg_ms=0.774 shared_avg_ms=0.236 all_reduce_avg_ms=0.328 total_avg_ms=1.421
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=9920 tokens=9920 router_gate_avg_ms=0.069 routed_avg_ms=0.767 shared_avg_ms=0.237 all_reduce_avg_ms=0.334 total_avg_ms=1.419
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=9920 tokens=9920 router_gate_avg_ms=0.069 routed_avg_ms=0.768 shared_avg_ms=0.234 all_reduce_avg_ms=0.340 total_avg_ms=1.423
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=9920 tokens=9920 router_gate_avg_ms=0.070 routed_avg_ms=0.773 shared_avg_ms=0.234 all_reduce_avg_ms=0.335 total_avg_ms=1.423
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=9920 tokens=9920 router_gate_avg_ms=0.071 routed_avg_ms=0.774 shared_avg_ms=0.236 all_reduce_avg_ms=0.328 total_avg_ms=1.421
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=10000 tokens=10000 router_gate_avg_ms=0.069 routed_avg_ms=0.767 shared_avg_ms=0.237 all_reduce_avg_ms=0.334 total_avg_ms=1.419
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=10000 tokens=10000 router_gate_avg_ms=0.070 routed_avg_ms=0.773 shared_avg_ms=0.234 all_reduce_avg_ms=0.335 total_avg_ms=1.423
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=10000 tokens=10000 router_gate_avg_ms=0.071 routed_avg_ms=0.774 shared_avg_ms=0.236 all_reduce_avg_ms=0.328 total_avg_ms=1.421
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=10000 tokens=10000 router_gate_avg_ms=0.069 routed_avg_ms=0.768 shared_avg_ms=0.234 all_reduce_avg_ms=0.340 total_avg_ms=1.423
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=10080 tokens=10080 router_gate_avg_ms=0.069 routed_avg_ms=0.768 shared_avg_ms=0.234 all_reduce_avg_ms=0.340 total_avg_ms=1.423
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=10080 tokens=10080 router_gate_avg_ms=0.069 routed_avg_ms=0.767 shared_avg_ms=0.237 all_reduce_avg_ms=0.334 total_avg_ms=1.419
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=10080 tokens=10080 router_gate_avg_ms=0.070 routed_avg_ms=0.772 shared_avg_ms=0.234 all_reduce_avg_ms=0.336 total_avg_ms=1.423
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=10080 tokens=10080 router_gate_avg_ms=0.071 routed_avg_ms=0.774 shared_avg_ms=0.236 all_reduce_avg_ms=0.328 total_avg_ms=1.421
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=10160 tokens=10160 router_gate_avg_ms=0.069 routed_avg_ms=0.768 shared_avg_ms=0.234 all_reduce_avg_ms=0.341 total_avg_ms=1.423
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=10160 tokens=10160 router_gate_avg_ms=0.070 routed_avg_ms=0.772 shared_avg_ms=0.234 all_reduce_avg_ms=0.336 total_avg_ms=1.424
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=10160 tokens=10160 router_gate_avg_ms=0.069 routed_avg_ms=0.767 shared_avg_ms=0.237 all_reduce_avg_ms=0.334 total_avg_ms=1.419
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=10160 tokens=10160 router_gate_avg_ms=0.071 routed_avg_ms=0.774 shared_avg_ms=0.237 all_reduce_avg_ms=0.328 total_avg_ms=1.421
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=10240 tokens=10240 router_gate_avg_ms=0.069 routed_avg_ms=0.767 shared_avg_ms=0.237 all_reduce_avg_ms=0.334 total_avg_ms=1.419
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=10240 tokens=10240 router_gate_avg_ms=0.069 routed_avg_ms=0.768 shared_avg_ms=0.234 all_reduce_avg_ms=0.341 total_avg_ms=1.423
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=10240 tokens=10240 router_gate_avg_ms=0.070 routed_avg_ms=0.772 shared_avg_ms=0.234 all_reduce_avg_ms=0.336 total_avg_ms=1.423
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=10240 tokens=10240 router_gate_avg_ms=0.071 routed_avg_ms=0.774 shared_avg_ms=0.237 all_reduce_avg_ms=0.328 total_avg_ms=1.421
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=10320 tokens=10320 router_gate_avg_ms=0.069 routed_avg_ms=0.767 shared_avg_ms=0.237 all_reduce_avg_ms=0.334 total_avg_ms=1.419
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=10320 tokens=10320 router_gate_avg_ms=0.069 routed_avg_ms=0.768 shared_avg_ms=0.234 all_reduce_avg_ms=0.340 total_avg_ms=1.423
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=10320 tokens=10320 router_gate_avg_ms=0.070 routed_avg_ms=0.772 shared_avg_ms=0.234 all_reduce_avg_ms=0.336 total_avg_ms=1.423
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=10320 tokens=10320 router_gate_avg_ms=0.071 routed_avg_ms=0.774 shared_avg_ms=0.237 all_reduce_avg_ms=0.328 total_avg_ms=1.421
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=10400 tokens=10400 router_gate_avg_ms=0.069 routed_avg_ms=0.767 shared_avg_ms=0.237 all_reduce_avg_ms=0.334 total_avg_ms=1.419
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=10400 tokens=10400 router_gate_avg_ms=0.070 routed_avg_ms=0.772 shared_avg_ms=0.234 all_reduce_avg_ms=0.336 total_avg_ms=1.423
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=10400 tokens=10400 router_gate_avg_ms=0.069 routed_avg_ms=0.768 shared_avg_ms=0.234 all_reduce_avg_ms=0.340 total_avg_ms=1.423
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=10400 tokens=10400 router_gate_avg_ms=0.071 routed_avg_ms=0.774 shared_avg_ms=0.237 all_reduce_avg_ms=0.328 total_avg_ms=1.421
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=10480 tokens=10480 router_gate_avg_ms=0.069 routed_avg_ms=0.767 shared_avg_ms=0.237 all_reduce_avg_ms=0.334 total_avg_ms=1.419
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=10480 tokens=10480 router_gate_avg_ms=0.071 routed_avg_ms=0.774 shared_avg_ms=0.236 all_reduce_avg_ms=0.328 total_avg_ms=1.420
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=10480 tokens=10480 router_gate_avg_ms=0.069 routed_avg_ms=0.768 shared_avg_ms=0.234 all_reduce_avg_ms=0.340 total_avg_ms=1.423
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=10480 tokens=10480 router_gate_avg_ms=0.070 routed_avg_ms=0.772 shared_avg_ms=0.234 all_reduce_avg_ms=0.336 total_avg_ms=1.423
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=10560 tokens=10560 router_gate_avg_ms=0.070 routed_avg_ms=0.772 shared_avg_ms=0.234 all_reduce_avg_ms=0.335 total_avg_ms=1.423
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=10560 tokens=10560 router_gate_avg_ms=0.069 routed_avg_ms=0.767 shared_avg_ms=0.237 all_reduce_avg_ms=0.334 total_avg_ms=1.419
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=10560 tokens=10560 router_gate_avg_ms=0.071 routed_avg_ms=0.773 shared_avg_ms=0.236 all_reduce_avg_ms=0.328 total_avg_ms=1.420
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=10560 tokens=10560 router_gate_avg_ms=0.069 routed_avg_ms=0.768 shared_avg_ms=0.234 all_reduce_avg_ms=0.340 total_avg_ms=1.423
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=10640 tokens=10640 router_gate_avg_ms=0.069 routed_avg_ms=0.768 shared_avg_ms=0.234 all_reduce_avg_ms=0.340 total_avg_ms=1.422
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=10640 tokens=10640 router_gate_avg_ms=0.069 routed_avg_ms=0.767 shared_avg_ms=0.237 all_reduce_avg_ms=0.334 total_avg_ms=1.419
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=10640 tokens=10640 router_gate_avg_ms=0.071 routed_avg_ms=0.773 shared_avg_ms=0.236 all_reduce_avg_ms=0.328 total_avg_ms=1.420
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=10640 tokens=10640 router_gate_avg_ms=0.070 routed_avg_ms=0.772 shared_avg_ms=0.234 all_reduce_avg_ms=0.335 total_avg_ms=1.423
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=10720 tokens=10720 router_gate_avg_ms=0.069 routed_avg_ms=0.767 shared_avg_ms=0.237 all_reduce_avg_ms=0.334 total_avg_ms=1.419
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=10720 tokens=10720 router_gate_avg_ms=0.069 routed_avg_ms=0.768 shared_avg_ms=0.234 all_reduce_avg_ms=0.340 total_avg_ms=1.422
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=10720 tokens=10720 router_gate_avg_ms=0.070 routed_avg_ms=0.772 shared_avg_ms=0.234 all_reduce_avg_ms=0.335 total_avg_ms=1.423
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=10720 tokens=10720 router_gate_avg_ms=0.071 routed_avg_ms=0.773 shared_avg_ms=0.236 all_reduce_avg_ms=0.328 total_avg_ms=1.420
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=10800 tokens=10800 router_gate_avg_ms=0.069 routed_avg_ms=0.767 shared_avg_ms=0.237 all_reduce_avg_ms=0.334 total_avg_ms=1.419
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=10800 tokens=10800 router_gate_avg_ms=0.071 routed_avg_ms=0.773 shared_avg_ms=0.236 all_reduce_avg_ms=0.328 total_avg_ms=1.420
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=10800 tokens=10800 router_gate_avg_ms=0.069 routed_avg_ms=0.768 shared_avg_ms=0.234 all_reduce_avg_ms=0.340 total_avg_ms=1.422
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=10800 tokens=10800 router_gate_avg_ms=0.070 routed_avg_ms=0.772 shared_avg_ms=0.234 all_reduce_avg_ms=0.335 total_avg_ms=1.423
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=10880 tokens=10880 router_gate_avg_ms=0.069 routed_avg_ms=0.767 shared_avg_ms=0.237 all_reduce_avg_ms=0.334 total_avg_ms=1.419
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=10880 tokens=10880 router_gate_avg_ms=0.069 routed_avg_ms=0.767 shared_avg_ms=0.234 all_reduce_avg_ms=0.340 total_avg_ms=1.422
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=10880 tokens=10880 router_gate_avg_ms=0.070 routed_avg_ms=0.772 shared_avg_ms=0.234 all_reduce_avg_ms=0.335 total_avg_ms=1.423
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=10880 tokens=10880 router_gate_avg_ms=0.071 routed_avg_ms=0.773 shared_avg_ms=0.236 all_reduce_avg_ms=0.328 total_avg_ms=1.420
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=10960 tokens=10960 router_gate_avg_ms=0.069 routed_avg_ms=0.767 shared_avg_ms=0.237 all_reduce_avg_ms=0.334 total_avg_ms=1.419
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=10960 tokens=10960 router_gate_avg_ms=0.071 routed_avg_ms=0.773 shared_avg_ms=0.236 all_reduce_avg_ms=0.328 total_avg_ms=1.420
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=10960 tokens=10960 router_gate_avg_ms=0.069 routed_avg_ms=0.767 shared_avg_ms=0.234 all_reduce_avg_ms=0.340 total_avg_ms=1.422
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=10960 tokens=10960 router_gate_avg_ms=0.070 routed_avg_ms=0.772 shared_avg_ms=0.234 all_reduce_avg_ms=0.335 total_avg_ms=1.423
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=11040 tokens=11040 router_gate_avg_ms=0.069 routed_avg_ms=0.767 shared_avg_ms=0.234 all_reduce_avg_ms=0.340 total_avg_ms=1.422
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=11040 tokens=11040 router_gate_avg_ms=0.070 routed_avg_ms=0.772 shared_avg_ms=0.234 all_reduce_avg_ms=0.335 total_avg_ms=1.422
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=11040 tokens=11040 router_gate_avg_ms=0.069 routed_avg_ms=0.767 shared_avg_ms=0.237 all_reduce_avg_ms=0.334 total_avg_ms=1.419
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=11040 tokens=11040 router_gate_avg_ms=0.071 routed_avg_ms=0.773 shared_avg_ms=0.236 all_reduce_avg_ms=0.328 total_avg_ms=1.420
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=11120 tokens=11120 router_gate_avg_ms=0.069 routed_avg_ms=0.767 shared_avg_ms=0.234 all_reduce_avg_ms=0.340 total_avg_ms=1.422
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=11120 tokens=11120 router_gate_avg_ms=0.070 routed_avg_ms=0.772 shared_avg_ms=0.234 all_reduce_avg_ms=0.335 total_avg_ms=1.422
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=11120 tokens=11120 router_gate_avg_ms=0.069 routed_avg_ms=0.767 shared_avg_ms=0.237 all_reduce_avg_ms=0.334 total_avg_ms=1.418
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=11120 tokens=11120 router_gate_avg_ms=0.071 routed_avg_ms=0.773 shared_avg_ms=0.236 all_reduce_avg_ms=0.328 total_avg_ms=1.420
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=11200 tokens=11200 router_gate_avg_ms=0.069 routed_avg_ms=0.767 shared_avg_ms=0.237 all_reduce_avg_ms=0.334 total_avg_ms=1.418
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=11200 tokens=11200 router_gate_avg_ms=0.069 routed_avg_ms=0.767 shared_avg_ms=0.234 all_reduce_avg_ms=0.340 total_avg_ms=1.422
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=11200 tokens=11200 router_gate_avg_ms=0.070 routed_avg_ms=0.772 shared_avg_ms=0.234 all_reduce_avg_ms=0.335 total_avg_ms=1.422
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=11200 tokens=11200 router_gate_avg_ms=0.071 routed_avg_ms=0.773 shared_avg_ms=0.236 all_reduce_avg_ms=0.328 total_avg_ms=1.420
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=11280 tokens=11280 router_gate_avg_ms=0.069 routed_avg_ms=0.767 shared_avg_ms=0.237 all_reduce_avg_ms=0.334 total_avg_ms=1.418
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=11280 tokens=11280 router_gate_avg_ms=0.070 routed_avg_ms=0.772 shared_avg_ms=0.234 all_reduce_avg_ms=0.335 total_avg_ms=1.422
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=11280 tokens=11280 router_gate_avg_ms=0.071 routed_avg_ms=0.773 shared_avg_ms=0.236 all_reduce_avg_ms=0.328 total_avg_ms=1.420
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=11280 tokens=11280 router_gate_avg_ms=0.069 routed_avg_ms=0.767 shared_avg_ms=0.234 all_reduce_avg_ms=0.340 total_avg_ms=1.422
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=11360 tokens=11360 router_gate_avg_ms=0.069 routed_avg_ms=0.767 shared_avg_ms=0.234 all_reduce_avg_ms=0.340 total_avg_ms=1.422
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=11360 tokens=11360 router_gate_avg_ms=0.070 routed_avg_ms=0.772 shared_avg_ms=0.234 all_reduce_avg_ms=0.335 total_avg_ms=1.422
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=11360 tokens=11360 router_gate_avg_ms=0.071 routed_avg_ms=0.773 shared_avg_ms=0.236 all_reduce_avg_ms=0.328 total_avg_ms=1.419
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=11360 tokens=11360 router_gate_avg_ms=0.069 routed_avg_ms=0.767 shared_avg_ms=0.237 all_reduce_avg_ms=0.333 total_avg_ms=1.418
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=11440 tokens=11440 router_gate_avg_ms=0.070 routed_avg_ms=0.772 shared_avg_ms=0.234 all_reduce_avg_ms=0.335 total_avg_ms=1.422
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=11440 tokens=11440 router_gate_avg_ms=0.069 routed_avg_ms=0.767 shared_avg_ms=0.237 all_reduce_avg_ms=0.333 total_avg_ms=1.418
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=11440 tokens=11440 router_gate_avg_ms=0.071 routed_avg_ms=0.773 shared_avg_ms=0.236 all_reduce_avg_ms=0.328 total_avg_ms=1.419
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=11440 tokens=11440 router_gate_avg_ms=0.069 routed_avg_ms=0.767 shared_avg_ms=0.234 all_reduce_avg_ms=0.340 total_avg_ms=1.422
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=11520 tokens=11520 router_gate_avg_ms=0.069 routed_avg_ms=0.767 shared_avg_ms=0.234 all_reduce_avg_ms=0.340 total_avg_ms=1.422
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=11520 tokens=11520 router_gate_avg_ms=0.070 routed_avg_ms=0.772 shared_avg_ms=0.234 all_reduce_avg_ms=0.335 total_avg_ms=1.422
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=11520 tokens=11520 router_gate_avg_ms=0.069 routed_avg_ms=0.767 shared_avg_ms=0.237 all_reduce_avg_ms=0.333 total_avg_ms=1.418
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=11520 tokens=11520 router_gate_avg_ms=0.071 routed_avg_ms=0.773 shared_avg_ms=0.236 all_reduce_avg_ms=0.328 total_avg_ms=1.420
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=11600 tokens=11600 router_gate_avg_ms=0.069 routed_avg_ms=0.767 shared_avg_ms=0.234 all_reduce_avg_ms=0.340 total_avg_ms=1.422
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=11600 tokens=11600 router_gate_avg_ms=0.070 routed_avg_ms=0.772 shared_avg_ms=0.233 all_reduce_avg_ms=0.335 total_avg_ms=1.422
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=11600 tokens=11600 router_gate_avg_ms=0.071 routed_avg_ms=0.773 shared_avg_ms=0.236 all_reduce_avg_ms=0.328 total_avg_ms=1.419
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=11600 tokens=11600 router_gate_avg_ms=0.069 routed_avg_ms=0.767 shared_avg_ms=0.237 all_reduce_avg_ms=0.333 total_avg_ms=1.418
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=11680 tokens=11680 router_gate_avg_ms=0.069 routed_avg_ms=0.767 shared_avg_ms=0.234 all_reduce_avg_ms=0.340 total_avg_ms=1.422
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=11680 tokens=11680 router_gate_avg_ms=0.070 routed_avg_ms=0.772 shared_avg_ms=0.233 all_reduce_avg_ms=0.335 total_avg_ms=1.422
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=11680 tokens=11680 router_gate_avg_ms=0.069 routed_avg_ms=0.767 shared_avg_ms=0.237 all_reduce_avg_ms=0.333 total_avg_ms=1.418
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=11680 tokens=11680 router_gate_avg_ms=0.071 routed_avg_ms=0.773 shared_avg_ms=0.236 all_reduce_avg_ms=0.329 total_avg_ms=1.420
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=11760 tokens=11760 router_gate_avg_ms=0.069 routed_avg_ms=0.767 shared_avg_ms=0.237 all_reduce_avg_ms=0.333 total_avg_ms=1.417
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=11760 tokens=11760 router_gate_avg_ms=0.069 routed_avg_ms=0.767 shared_avg_ms=0.234 all_reduce_avg_ms=0.340 total_avg_ms=1.422
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=11760 tokens=11760 router_gate_avg_ms=0.070 routed_avg_ms=0.771 shared_avg_ms=0.233 all_reduce_avg_ms=0.335 total_avg_ms=1.421
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=11760 tokens=11760 router_gate_avg_ms=0.071 routed_avg_ms=0.773 shared_avg_ms=0.236 all_reduce_avg_ms=0.328 total_avg_ms=1.419
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=11840 tokens=11840 router_gate_avg_ms=0.069 routed_avg_ms=0.767 shared_avg_ms=0.237 all_reduce_avg_ms=0.333 total_avg_ms=1.417
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=11840 tokens=11840 router_gate_avg_ms=0.071 routed_avg_ms=0.773 shared_avg_ms=0.236 all_reduce_avg_ms=0.328 total_avg_ms=1.419
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=11840 tokens=11840 router_gate_avg_ms=0.069 routed_avg_ms=0.767 shared_avg_ms=0.234 all_reduce_avg_ms=0.340 total_avg_ms=1.422
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=11840 tokens=11840 router_gate_avg_ms=0.070 routed_avg_ms=0.771 shared_avg_ms=0.233 all_reduce_avg_ms=0.335 total_avg_ms=1.421
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=11920 tokens=11920 router_gate_avg_ms=0.069 routed_avg_ms=0.767 shared_avg_ms=0.237 all_reduce_avg_ms=0.333 total_avg_ms=1.417
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=11920 tokens=11920 router_gate_avg_ms=0.069 routed_avg_ms=0.767 shared_avg_ms=0.234 all_reduce_avg_ms=0.340 total_avg_ms=1.421
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=11920 tokens=11920 router_gate_avg_ms=0.070 routed_avg_ms=0.771 shared_avg_ms=0.233 all_reduce_avg_ms=0.335 total_avg_ms=1.421
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=11920 tokens=11920 router_gate_avg_ms=0.071 routed_avg_ms=0.773 shared_avg_ms=0.236 all_reduce_avg_ms=0.328 total_avg_ms=1.419
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=12000 tokens=12000 router_gate_avg_ms=0.069 routed_avg_ms=0.767 shared_avg_ms=0.237 all_reduce_avg_ms=0.333 total_avg_ms=1.417
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=12000 tokens=12000 router_gate_avg_ms=0.069 routed_avg_ms=0.767 shared_avg_ms=0.234 all_reduce_avg_ms=0.340 total_avg_ms=1.421
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=12000 tokens=12000 router_gate_avg_ms=0.070 routed_avg_ms=0.771 shared_avg_ms=0.233 all_reduce_avg_ms=0.335 total_avg_ms=1.421
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=12000 tokens=12000 router_gate_avg_ms=0.071 routed_avg_ms=0.772 shared_avg_ms=0.236 all_reduce_avg_ms=0.328 total_avg_ms=1.419
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=12080 tokens=12080 router_gate_avg_ms=0.069 routed_avg_ms=0.767 shared_avg_ms=0.237 all_reduce_avg_ms=0.333 total_avg_ms=1.417
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=12080 tokens=12080 router_gate_avg_ms=0.069 routed_avg_ms=0.767 shared_avg_ms=0.234 all_reduce_avg_ms=0.340 total_avg_ms=1.421
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=12080 tokens=12080 router_gate_avg_ms=0.070 routed_avg_ms=0.771 shared_avg_ms=0.233 all_reduce_avg_ms=0.335 total_avg_ms=1.421
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=12080 tokens=12080 router_gate_avg_ms=0.071 routed_avg_ms=0.772 shared_avg_ms=0.236 all_reduce_avg_ms=0.328 total_avg_ms=1.419
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=12160 tokens=12160 router_gate_avg_ms=0.070 routed_avg_ms=0.771 shared_avg_ms=0.233 all_reduce_avg_ms=0.335 total_avg_ms=1.421
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=12160 tokens=12160 router_gate_avg_ms=0.069 routed_avg_ms=0.767 shared_avg_ms=0.237 all_reduce_avg_ms=0.333 total_avg_ms=1.417
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=12160 tokens=12160 router_gate_avg_ms=0.069 routed_avg_ms=0.767 shared_avg_ms=0.234 all_reduce_avg_ms=0.340 total_avg_ms=1.421
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=12160 tokens=12160 router_gate_avg_ms=0.071 routed_avg_ms=0.772 shared_avg_ms=0.236 all_reduce_avg_ms=0.328 total_avg_ms=1.419
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=12240 tokens=12240 router_gate_avg_ms=0.069 routed_avg_ms=0.767 shared_avg_ms=0.234 all_reduce_avg_ms=0.339 total_avg_ms=1.421
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=12240 tokens=12240 router_gate_avg_ms=0.070 routed_avg_ms=0.771 shared_avg_ms=0.233 all_reduce_avg_ms=0.335 total_avg_ms=1.421
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=12240 tokens=12240 router_gate_avg_ms=0.071 routed_avg_ms=0.772 shared_avg_ms=0.236 all_reduce_avg_ms=0.328 total_avg_ms=1.419
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=12240 tokens=12240 router_gate_avg_ms=0.069 routed_avg_ms=0.767 shared_avg_ms=0.237 all_reduce_avg_ms=0.332 total_avg_ms=1.417
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=12320 tokens=12320 router_gate_avg_ms=0.069 routed_avg_ms=0.767 shared_avg_ms=0.234 all_reduce_avg_ms=0.339 total_avg_ms=1.421
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=12320 tokens=12320 router_gate_avg_ms=0.070 routed_avg_ms=0.771 shared_avg_ms=0.233 all_reduce_avg_ms=0.335 total_avg_ms=1.420
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=12320 tokens=12320 router_gate_avg_ms=0.069 routed_avg_ms=0.766 shared_avg_ms=0.237 all_reduce_avg_ms=0.332 total_avg_ms=1.416
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=12320 tokens=12320 router_gate_avg_ms=0.071 routed_avg_ms=0.772 shared_avg_ms=0.236 all_reduce_avg_ms=0.328 total_avg_ms=1.418
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=12400 tokens=12400 router_gate_avg_ms=0.069 routed_avg_ms=0.766 shared_avg_ms=0.237 all_reduce_avg_ms=0.332 total_avg_ms=1.416
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=12400 tokens=12400 router_gate_avg_ms=0.070 routed_avg_ms=0.771 shared_avg_ms=0.233 all_reduce_avg_ms=0.335 total_avg_ms=1.420
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=12400 tokens=12400 router_gate_avg_ms=0.069 routed_avg_ms=0.767 shared_avg_ms=0.234 all_reduce_avg_ms=0.339 total_avg_ms=1.420
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=12400 tokens=12400 router_gate_avg_ms=0.071 routed_avg_ms=0.772 shared_avg_ms=0.236 all_reduce_avg_ms=0.328 total_avg_ms=1.418
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=12480 tokens=12480 router_gate_avg_ms=0.069 routed_avg_ms=0.766 shared_avg_ms=0.237 all_reduce_avg_ms=0.332 total_avg_ms=1.416
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=12480 tokens=12480 router_gate_avg_ms=0.069 routed_avg_ms=0.767 shared_avg_ms=0.234 all_reduce_avg_ms=0.339 total_avg_ms=1.420
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=12480 tokens=12480 router_gate_avg_ms=0.070 routed_avg_ms=0.771 shared_avg_ms=0.233 all_reduce_avg_ms=0.335 total_avg_ms=1.420
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=12480 tokens=12480 router_gate_avg_ms=0.071 routed_avg_ms=0.772 shared_avg_ms=0.236 all_reduce_avg_ms=0.328 total_avg_ms=1.418
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=12560 tokens=12560 router_gate_avg_ms=0.069 routed_avg_ms=0.767 shared_avg_ms=0.234 all_reduce_avg_ms=0.339 total_avg_ms=1.420
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=12560 tokens=12560 router_gate_avg_ms=0.070 routed_avg_ms=0.771 shared_avg_ms=0.233 all_reduce_avg_ms=0.335 total_avg_ms=1.420
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=12560 tokens=12560 router_gate_avg_ms=0.069 routed_avg_ms=0.766 shared_avg_ms=0.237 all_reduce_avg_ms=0.332 total_avg_ms=1.416
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=12560 tokens=12560 router_gate_avg_ms=0.071 routed_avg_ms=0.772 shared_avg_ms=0.236 all_reduce_avg_ms=0.327 total_avg_ms=1.418
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=12640 tokens=12640 router_gate_avg_ms=0.070 routed_avg_ms=0.771 shared_avg_ms=0.233 all_reduce_avg_ms=0.334 total_avg_ms=1.420
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=12640 tokens=12640 router_gate_avg_ms=0.069 routed_avg_ms=0.766 shared_avg_ms=0.237 all_reduce_avg_ms=0.332 total_avg_ms=1.416
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=12640 tokens=12640 router_gate_avg_ms=0.071 routed_avg_ms=0.772 shared_avg_ms=0.236 all_reduce_avg_ms=0.327 total_avg_ms=1.418
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=12640 tokens=12640 router_gate_avg_ms=0.069 routed_avg_ms=0.767 shared_avg_ms=0.234 all_reduce_avg_ms=0.339 total_avg_ms=1.420
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=12720 tokens=12720 router_gate_avg_ms=0.071 routed_avg_ms=0.772 shared_avg_ms=0.236 all_reduce_avg_ms=0.328 total_avg_ms=1.418
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=12720 tokens=12720 router_gate_avg_ms=0.069 routed_avg_ms=0.766 shared_avg_ms=0.237 all_reduce_avg_ms=0.332 total_avg_ms=1.416
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=12720 tokens=12720 router_gate_avg_ms=0.069 routed_avg_ms=0.767 shared_avg_ms=0.234 all_reduce_avg_ms=0.339 total_avg_ms=1.420
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=12720 tokens=12720 router_gate_avg_ms=0.070 routed_avg_ms=0.771 shared_avg_ms=0.233 all_reduce_avg_ms=0.334 total_avg_ms=1.420
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=12800 tokens=12800 router_gate_avg_ms=0.069 routed_avg_ms=0.766 shared_avg_ms=0.237 all_reduce_avg_ms=0.332 total_avg_ms=1.416
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=12800 tokens=12800 router_gate_avg_ms=0.071 routed_avg_ms=0.772 shared_avg_ms=0.236 all_reduce_avg_ms=0.328 total_avg_ms=1.418
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=12800 tokens=12800 router_gate_avg_ms=0.069 routed_avg_ms=0.767 shared_avg_ms=0.234 all_reduce_avg_ms=0.339 total_avg_ms=1.420
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=12800 tokens=12800 router_gate_avg_ms=0.070 routed_avg_ms=0.771 shared_avg_ms=0.233 all_reduce_avg_ms=0.334 total_avg_ms=1.420
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=12880 tokens=12880 router_gate_avg_ms=0.069 routed_avg_ms=0.766 shared_avg_ms=0.237 all_reduce_avg_ms=0.332 total_avg_ms=1.415
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=12880 tokens=12880 router_gate_avg_ms=0.070 routed_avg_ms=0.772 shared_avg_ms=0.236 all_reduce_avg_ms=0.328 total_avg_ms=1.417
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=12880 tokens=12880 router_gate_avg_ms=0.069 routed_avg_ms=0.767 shared_avg_ms=0.234 all_reduce_avg_ms=0.339 total_avg_ms=1.419
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=12880 tokens=12880 router_gate_avg_ms=0.070 routed_avg_ms=0.771 shared_avg_ms=0.233 all_reduce_avg_ms=0.334 total_avg_ms=1.419
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=12960 tokens=12960 router_gate_avg_ms=0.071 routed_avg_ms=0.772 shared_avg_ms=0.236 all_reduce_avg_ms=0.328 total_avg_ms=1.418
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=12960 tokens=12960 router_gate_avg_ms=0.070 routed_avg_ms=0.771 shared_avg_ms=0.233 all_reduce_avg_ms=0.334 total_avg_ms=1.420
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=12960 tokens=12960 router_gate_avg_ms=0.069 routed_avg_ms=0.766 shared_avg_ms=0.237 all_reduce_avg_ms=0.332 total_avg_ms=1.416
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=12960 tokens=12960 router_gate_avg_ms=0.069 routed_avg_ms=0.767 shared_avg_ms=0.234 all_reduce_avg_ms=0.339 total_avg_ms=1.420
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=13040 tokens=13040 router_gate_avg_ms=0.069 routed_avg_ms=0.766 shared_avg_ms=0.237 all_reduce_avg_ms=0.332 total_avg_ms=1.416
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=13040 tokens=13040 router_gate_avg_ms=0.070 routed_avg_ms=0.771 shared_avg_ms=0.233 all_reduce_avg_ms=0.334 total_avg_ms=1.420
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=13040 tokens=13040 router_gate_avg_ms=0.071 routed_avg_ms=0.772 shared_avg_ms=0.236 all_reduce_avg_ms=0.328 total_avg_ms=1.418
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=13040 tokens=13040 router_gate_avg_ms=0.069 routed_avg_ms=0.767 shared_avg_ms=0.234 all_reduce_avg_ms=0.339 total_avg_ms=1.420
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=13120 tokens=13120 router_gate_avg_ms=0.069 routed_avg_ms=0.767 shared_avg_ms=0.234 all_reduce_avg_ms=0.339 total_avg_ms=1.420
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=13120 tokens=13120 router_gate_avg_ms=0.070 routed_avg_ms=0.771 shared_avg_ms=0.233 all_reduce_avg_ms=0.334 total_avg_ms=1.420
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=13120 tokens=13120 router_gate_avg_ms=0.069 routed_avg_ms=0.766 shared_avg_ms=0.237 all_reduce_avg_ms=0.332 total_avg_ms=1.416
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=13120 tokens=13120 router_gate_avg_ms=0.070 routed_avg_ms=0.772 shared_avg_ms=0.236 all_reduce_avg_ms=0.328 total_avg_ms=1.418
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=13200 tokens=13200 router_gate_avg_ms=0.070 routed_avg_ms=0.771 shared_avg_ms=0.233 all_reduce_avg_ms=0.334 total_avg_ms=1.420
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=13200 tokens=13200 router_gate_avg_ms=0.069 routed_avg_ms=0.766 shared_avg_ms=0.237 all_reduce_avg_ms=0.332 total_avg_ms=1.416
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=13200 tokens=13200 router_gate_avg_ms=0.070 routed_avg_ms=0.772 shared_avg_ms=0.236 all_reduce_avg_ms=0.328 total_avg_ms=1.418
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=13200 tokens=13200 router_gate_avg_ms=0.069 routed_avg_ms=0.767 shared_avg_ms=0.234 all_reduce_avg_ms=0.339 total_avg_ms=1.420
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=13280 tokens=13280 router_gate_avg_ms=0.070 routed_avg_ms=0.771 shared_avg_ms=0.233 all_reduce_avg_ms=0.334 total_avg_ms=1.419
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=13280 tokens=13280 router_gate_avg_ms=0.069 routed_avg_ms=0.766 shared_avg_ms=0.237 all_reduce_avg_ms=0.332 total_avg_ms=1.416
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=13280 tokens=13280 router_gate_avg_ms=0.070 routed_avg_ms=0.772 shared_avg_ms=0.236 all_reduce_avg_ms=0.328 total_avg_ms=1.418
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=13280 tokens=13280 router_gate_avg_ms=0.069 routed_avg_ms=0.767 shared_avg_ms=0.234 all_reduce_avg_ms=0.339 total_avg_ms=1.420
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=13360 tokens=13360 router_gate_avg_ms=0.070 routed_avg_ms=0.772 shared_avg_ms=0.236 all_reduce_avg_ms=0.328 total_avg_ms=1.417
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=13360 tokens=13360 router_gate_avg_ms=0.069 routed_avg_ms=0.766 shared_avg_ms=0.237 all_reduce_avg_ms=0.332 total_avg_ms=1.415
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=13360 tokens=13360 router_gate_avg_ms=0.069 routed_avg_ms=0.767 shared_avg_ms=0.234 all_reduce_avg_ms=0.339 total_avg_ms=1.419
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=13360 tokens=13360 router_gate_avg_ms=0.070 routed_avg_ms=0.771 shared_avg_ms=0.233 all_reduce_avg_ms=0.334 total_avg_ms=1.419
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=13440 tokens=13440 router_gate_avg_ms=0.070 routed_avg_ms=0.771 shared_avg_ms=0.233 all_reduce_avg_ms=0.334 total_avg_ms=1.419
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=13440 tokens=13440 router_gate_avg_ms=0.069 routed_avg_ms=0.766 shared_avg_ms=0.237 all_reduce_avg_ms=0.332 total_avg_ms=1.415
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=13440 tokens=13440 router_gate_avg_ms=0.070 routed_avg_ms=0.772 shared_avg_ms=0.236 all_reduce_avg_ms=0.328 total_avg_ms=1.417
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=13440 tokens=13440 router_gate_avg_ms=0.069 routed_avg_ms=0.767 shared_avg_ms=0.234 all_reduce_avg_ms=0.339 total_avg_ms=1.419
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=13520 tokens=13520 router_gate_avg_ms=0.069 routed_avg_ms=0.767 shared_avg_ms=0.234 all_reduce_avg_ms=0.338 total_avg_ms=1.419
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=13520 tokens=13520 router_gate_avg_ms=0.070 routed_avg_ms=0.771 shared_avg_ms=0.233 all_reduce_avg_ms=0.334 total_avg_ms=1.419
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=13520 tokens=13520 router_gate_avg_ms=0.069 routed_avg_ms=0.766 shared_avg_ms=0.237 all_reduce_avg_ms=0.332 total_avg_ms=1.415
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=13520 tokens=13520 router_gate_avg_ms=0.070 routed_avg_ms=0.772 shared_avg_ms=0.236 all_reduce_avg_ms=0.328 total_avg_ms=1.417
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=13600 tokens=13600 router_gate_avg_ms=0.069 routed_avg_ms=0.766 shared_avg_ms=0.237 all_reduce_avg_ms=0.332 total_avg_ms=1.415
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=13600 tokens=13600 router_gate_avg_ms=0.070 routed_avg_ms=0.772 shared_avg_ms=0.236 all_reduce_avg_ms=0.328 total_avg_ms=1.418
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=13600 tokens=13600 router_gate_avg_ms=0.069 routed_avg_ms=0.767 shared_avg_ms=0.234 all_reduce_avg_ms=0.338 total_avg_ms=1.419
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=13600 tokens=13600 router_gate_avg_ms=0.070 routed_avg_ms=0.771 shared_avg_ms=0.233 all_reduce_avg_ms=0.334 total_avg_ms=1.419
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=13680 tokens=13680 router_gate_avg_ms=0.070 routed_avg_ms=0.771 shared_avg_ms=0.233 all_reduce_avg_ms=0.334 total_avg_ms=1.419
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=13680 tokens=13680 router_gate_avg_ms=0.070 routed_avg_ms=0.771 shared_avg_ms=0.236 all_reduce_avg_ms=0.328 total_avg_ms=1.418
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=13680 tokens=13680 router_gate_avg_ms=0.069 routed_avg_ms=0.766 shared_avg_ms=0.237 all_reduce_avg_ms=0.332 total_avg_ms=1.415
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=13680 tokens=13680 router_gate_avg_ms=0.069 routed_avg_ms=0.767 shared_avg_ms=0.234 all_reduce_avg_ms=0.338 total_avg_ms=1.419
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=13760 tokens=13760 router_gate_avg_ms=0.070 routed_avg_ms=0.771 shared_avg_ms=0.233 all_reduce_avg_ms=0.334 total_avg_ms=1.419
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=13760 tokens=13760 router_gate_avg_ms=0.070 routed_avg_ms=0.771 shared_avg_ms=0.236 all_reduce_avg_ms=0.329 total_avg_ms=1.417
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=13760 tokens=13760 router_gate_avg_ms=0.069 routed_avg_ms=0.766 shared_avg_ms=0.237 all_reduce_avg_ms=0.332 total_avg_ms=1.415
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=13760 tokens=13760 router_gate_avg_ms=0.069 routed_avg_ms=0.767 shared_avg_ms=0.234 all_reduce_avg_ms=0.338 total_avg_ms=1.419
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=13840 tokens=13840 router_gate_avg_ms=0.069 routed_avg_ms=0.766 shared_avg_ms=0.237 all_reduce_avg_ms=0.332 total_avg_ms=1.415
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=13840 tokens=13840 router_gate_avg_ms=0.069 routed_avg_ms=0.767 shared_avg_ms=0.234 all_reduce_avg_ms=0.338 total_avg_ms=1.419
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=13840 tokens=13840 router_gate_avg_ms=0.070 routed_avg_ms=0.771 shared_avg_ms=0.233 all_reduce_avg_ms=0.334 total_avg_ms=1.419
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=13840 tokens=13840 router_gate_avg_ms=0.070 routed_avg_ms=0.771 shared_avg_ms=0.236 all_reduce_avg_ms=0.329 total_avg_ms=1.418
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=13920 tokens=13920 router_gate_avg_ms=0.069 routed_avg_ms=0.766 shared_avg_ms=0.237 all_reduce_avg_ms=0.332 total_avg_ms=1.415
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=13920 tokens=13920 router_gate_avg_ms=0.070 routed_avg_ms=0.771 shared_avg_ms=0.236 all_reduce_avg_ms=0.329 total_avg_ms=1.418
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=13920 tokens=13920 router_gate_avg_ms=0.069 routed_avg_ms=0.767 shared_avg_ms=0.234 all_reduce_avg_ms=0.338 total_avg_ms=1.419
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=13920 tokens=13920 router_gate_avg_ms=0.070 routed_avg_ms=0.771 shared_avg_ms=0.233 all_reduce_avg_ms=0.334 total_avg_ms=1.419
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=14000 tokens=14000 router_gate_avg_ms=0.069 routed_avg_ms=0.767 shared_avg_ms=0.234 all_reduce_avg_ms=0.338 total_avg_ms=1.419
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=14000 tokens=14000 router_gate_avg_ms=0.069 routed_avg_ms=0.766 shared_avg_ms=0.237 all_reduce_avg_ms=0.332 total_avg_ms=1.416
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=14000 tokens=14000 router_gate_avg_ms=0.070 routed_avg_ms=0.771 shared_avg_ms=0.233 all_reduce_avg_ms=0.334 total_avg_ms=1.419
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=14000 tokens=14000 router_gate_avg_ms=0.070 routed_avg_ms=0.771 shared_avg_ms=0.236 all_reduce_avg_ms=0.329 total_avg_ms=1.418
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=14080 tokens=14080 router_gate_avg_ms=0.069 routed_avg_ms=0.767 shared_avg_ms=0.234 all_reduce_avg_ms=0.338 total_avg_ms=1.419
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=14080 tokens=14080 router_gate_avg_ms=0.070 routed_avg_ms=0.771 shared_avg_ms=0.233 all_reduce_avg_ms=0.334 total_avg_ms=1.419
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=14080 tokens=14080 router_gate_avg_ms=0.069 routed_avg_ms=0.766 shared_avg_ms=0.237 all_reduce_avg_ms=0.332 total_avg_ms=1.415
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=14080 tokens=14080 router_gate_avg_ms=0.070 routed_avg_ms=0.771 shared_avg_ms=0.236 all_reduce_avg_ms=0.329 total_avg_ms=1.418
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=14160 tokens=14160 router_gate_avg_ms=0.069 routed_avg_ms=0.766 shared_avg_ms=0.237 all_reduce_avg_ms=0.333 total_avg_ms=1.415
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=14160 tokens=14160 router_gate_avg_ms=0.069 routed_avg_ms=0.767 shared_avg_ms=0.234 all_reduce_avg_ms=0.338 total_avg_ms=1.419
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=14160 tokens=14160 router_gate_avg_ms=0.070 routed_avg_ms=0.771 shared_avg_ms=0.233 all_reduce_avg_ms=0.334 total_avg_ms=1.419
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=14160 tokens=14160 router_gate_avg_ms=0.070 routed_avg_ms=0.771 shared_avg_ms=0.236 all_reduce_avg_ms=0.329 total_avg_ms=1.418
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=14240 tokens=14240 router_gate_avg_ms=0.069 routed_avg_ms=0.766 shared_avg_ms=0.237 all_reduce_avg_ms=0.333 total_avg_ms=1.415
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=14240 tokens=14240 router_gate_avg_ms=0.069 routed_avg_ms=0.767 shared_avg_ms=0.234 all_reduce_avg_ms=0.338 total_avg_ms=1.419
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=14240 tokens=14240 router_gate_avg_ms=0.070 routed_avg_ms=0.771 shared_avg_ms=0.236 all_reduce_avg_ms=0.328 total_avg_ms=1.417
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=14240 tokens=14240 router_gate_avg_ms=0.070 routed_avg_ms=0.770 shared_avg_ms=0.233 all_reduce_avg_ms=0.334 total_avg_ms=1.419
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=14320 tokens=14320 router_gate_avg_ms=0.070 routed_avg_ms=0.771 shared_avg_ms=0.233 all_reduce_avg_ms=0.334 total_avg_ms=1.419
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=14320 tokens=14320 router_gate_avg_ms=0.069 routed_avg_ms=0.766 shared_avg_ms=0.237 all_reduce_avg_ms=0.333 total_avg_ms=1.415
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=14320 tokens=14320 router_gate_avg_ms=0.070 routed_avg_ms=0.771 shared_avg_ms=0.236 all_reduce_avg_ms=0.329 total_avg_ms=1.418
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=14320 tokens=14320 router_gate_avg_ms=0.069 routed_avg_ms=0.767 shared_avg_ms=0.234 all_reduce_avg_ms=0.338 total_avg_ms=1.419
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=14400 tokens=14400 router_gate_avg_ms=0.069 routed_avg_ms=0.767 shared_avg_ms=0.234 all_reduce_avg_ms=0.338 total_avg_ms=1.419
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=14400 tokens=14400 router_gate_avg_ms=0.069 routed_avg_ms=0.766 shared_avg_ms=0.237 all_reduce_avg_ms=0.333 total_avg_ms=1.416
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=14400 tokens=14400 router_gate_avg_ms=0.070 routed_avg_ms=0.771 shared_avg_ms=0.236 all_reduce_avg_ms=0.329 total_avg_ms=1.418
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=14400 tokens=14400 router_gate_avg_ms=0.070 routed_avg_ms=0.771 shared_avg_ms=0.233 all_reduce_avg_ms=0.334 total_avg_ms=1.419
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=14480 tokens=14480 router_gate_avg_ms=0.069 routed_avg_ms=0.767 shared_avg_ms=0.234 all_reduce_avg_ms=0.338 total_avg_ms=1.419
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=14480 tokens=14480 router_gate_avg_ms=0.070 routed_avg_ms=0.770 shared_avg_ms=0.233 all_reduce_avg_ms=0.334 total_avg_ms=1.419
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=14480 tokens=14480 router_gate_avg_ms=0.070 routed_avg_ms=0.771 shared_avg_ms=0.236 all_reduce_avg_ms=0.329 total_avg_ms=1.418
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=14480 tokens=14480 router_gate_avg_ms=0.069 routed_avg_ms=0.766 shared_avg_ms=0.237 all_reduce_avg_ms=0.333 total_avg_ms=1.415
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=14560 tokens=14560 router_gate_avg_ms=0.070 routed_avg_ms=0.770 shared_avg_ms=0.233 all_reduce_avg_ms=0.334 total_avg_ms=1.419
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=14560 tokens=14560 router_gate_avg_ms=0.070 routed_avg_ms=0.771 shared_avg_ms=0.236 all_reduce_avg_ms=0.329 total_avg_ms=1.418
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=14560 tokens=14560 router_gate_avg_ms=0.069 routed_avg_ms=0.766 shared_avg_ms=0.237 all_reduce_avg_ms=0.333 total_avg_ms=1.415
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=14560 tokens=14560 router_gate_avg_ms=0.069 routed_avg_ms=0.767 shared_avg_ms=0.234 all_reduce_avg_ms=0.338 total_avg_ms=1.419
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=14640 tokens=14640 router_gate_avg_ms=0.069 routed_avg_ms=0.767 shared_avg_ms=0.234 all_reduce_avg_ms=0.338 total_avg_ms=1.419
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=14640 tokens=14640 router_gate_avg_ms=0.070 routed_avg_ms=0.770 shared_avg_ms=0.233 all_reduce_avg_ms=0.334 total_avg_ms=1.419
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=14640 tokens=14640 router_gate_avg_ms=0.069 routed_avg_ms=0.766 shared_avg_ms=0.237 all_reduce_avg_ms=0.333 total_avg_ms=1.415
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=14640 tokens=14640 router_gate_avg_ms=0.070 routed_avg_ms=0.771 shared_avg_ms=0.236 all_reduce_avg_ms=0.329 total_avg_ms=1.417
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=14720 tokens=14720 router_gate_avg_ms=0.069 routed_avg_ms=0.767 shared_avg_ms=0.234 all_reduce_avg_ms=0.338 total_avg_ms=1.419
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=14720 tokens=14720 router_gate_avg_ms=0.070 routed_avg_ms=0.770 shared_avg_ms=0.233 all_reduce_avg_ms=0.334 total_avg_ms=1.419
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=14720 tokens=14720 router_gate_avg_ms=0.069 routed_avg_ms=0.766 shared_avg_ms=0.237 all_reduce_avg_ms=0.332 total_avg_ms=1.415
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=14720 tokens=14720 router_gate_avg_ms=0.070 routed_avg_ms=0.771 shared_avg_ms=0.236 all_reduce_avg_ms=0.329 total_avg_ms=1.417
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=14800 tokens=14800 router_gate_avg_ms=0.069 routed_avg_ms=0.766 shared_avg_ms=0.237 all_reduce_avg_ms=0.332 total_avg_ms=1.415
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=14800 tokens=14800 router_gate_avg_ms=0.070 routed_avg_ms=0.771 shared_avg_ms=0.235 all_reduce_avg_ms=0.329 total_avg_ms=1.417
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=14800 tokens=14800 router_gate_avg_ms=0.069 routed_avg_ms=0.767 shared_avg_ms=0.234 all_reduce_avg_ms=0.338 total_avg_ms=1.419
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=14800 tokens=14800 router_gate_avg_ms=0.070 routed_avg_ms=0.770 shared_avg_ms=0.233 all_reduce_avg_ms=0.334 total_avg_ms=1.418
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=14880 tokens=14880 router_gate_avg_ms=0.069 routed_avg_ms=0.766 shared_avg_ms=0.237 all_reduce_avg_ms=0.333 total_avg_ms=1.415
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=14880 tokens=14880 router_gate_avg_ms=0.069 routed_avg_ms=0.767 shared_avg_ms=0.234 all_reduce_avg_ms=0.338 total_avg_ms=1.419
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=14880 tokens=14880 router_gate_avg_ms=0.070 routed_avg_ms=0.770 shared_avg_ms=0.233 all_reduce_avg_ms=0.334 total_avg_ms=1.419
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=14880 tokens=14880 router_gate_avg_ms=0.070 routed_avg_ms=0.771 shared_avg_ms=0.236 all_reduce_avg_ms=0.329 total_avg_ms=1.417
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=14960 tokens=14960 router_gate_avg_ms=0.069 routed_avg_ms=0.765 shared_avg_ms=0.237 all_reduce_avg_ms=0.333 total_avg_ms=1.415
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=14960 tokens=14960 router_gate_avg_ms=0.069 routed_avg_ms=0.767 shared_avg_ms=0.234 all_reduce_avg_ms=0.338 total_avg_ms=1.419
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=14960 tokens=14960 router_gate_avg_ms=0.070 routed_avg_ms=0.770 shared_avg_ms=0.233 all_reduce_avg_ms=0.334 total_avg_ms=1.419
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=14960 tokens=14960 router_gate_avg_ms=0.070 routed_avg_ms=0.771 shared_avg_ms=0.236 all_reduce_avg_ms=0.329 total_avg_ms=1.417
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=15040 tokens=15040 router_gate_avg_ms=0.069 routed_avg_ms=0.765 shared_avg_ms=0.237 all_reduce_avg_ms=0.333 total_avg_ms=1.415
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=15040 tokens=15040 router_gate_avg_ms=0.069 routed_avg_ms=0.767 shared_avg_ms=0.234 all_reduce_avg_ms=0.338 total_avg_ms=1.419
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=15040 tokens=15040 router_gate_avg_ms=0.070 routed_avg_ms=0.770 shared_avg_ms=0.233 all_reduce_avg_ms=0.334 total_avg_ms=1.419
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=15040 tokens=15040 router_gate_avg_ms=0.070 routed_avg_ms=0.771 shared_avg_ms=0.236 all_reduce_avg_ms=0.329 total_avg_ms=1.417
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=15120 tokens=15120 router_gate_avg_ms=0.069 routed_avg_ms=0.765 shared_avg_ms=0.237 all_reduce_avg_ms=0.333 total_avg_ms=1.415
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=15120 tokens=15120 router_gate_avg_ms=0.069 routed_avg_ms=0.767 shared_avg_ms=0.234 all_reduce_avg_ms=0.338 total_avg_ms=1.419
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=15120 tokens=15120 router_gate_avg_ms=0.070 routed_avg_ms=0.770 shared_avg_ms=0.233 all_reduce_avg_ms=0.334 total_avg_ms=1.419
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=15120 tokens=15120 router_gate_avg_ms=0.070 routed_avg_ms=0.771 shared_avg_ms=0.236 all_reduce_avg_ms=0.329 total_avg_ms=1.417
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=15200 tokens=15200 router_gate_avg_ms=0.069 routed_avg_ms=0.765 shared_avg_ms=0.237 all_reduce_avg_ms=0.333 total_avg_ms=1.415
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=15200 tokens=15200 router_gate_avg_ms=0.069 routed_avg_ms=0.767 shared_avg_ms=0.234 all_reduce_avg_ms=0.338 total_avg_ms=1.419
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=15200 tokens=15200 router_gate_avg_ms=0.070 routed_avg_ms=0.770 shared_avg_ms=0.233 all_reduce_avg_ms=0.334 total_avg_ms=1.419
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=15200 tokens=15200 router_gate_avg_ms=0.070 routed_avg_ms=0.771 shared_avg_ms=0.236 all_reduce_avg_ms=0.329 total_avg_ms=1.417
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=15280 tokens=15280 router_gate_avg_ms=0.069 routed_avg_ms=0.765 shared_avg_ms=0.237 all_reduce_avg_ms=0.333 total_avg_ms=1.415
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=15280 tokens=15280 router_gate_avg_ms=0.069 routed_avg_ms=0.766 shared_avg_ms=0.234 all_reduce_avg_ms=0.338 total_avg_ms=1.419
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=15280 tokens=15280 router_gate_avg_ms=0.070 routed_avg_ms=0.770 shared_avg_ms=0.233 all_reduce_avg_ms=0.334 total_avg_ms=1.419
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=15280 tokens=15280 router_gate_avg_ms=0.070 routed_avg_ms=0.771 shared_avg_ms=0.236 all_reduce_avg_ms=0.329 total_avg_ms=1.417
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=15360 tokens=15360 router_gate_avg_ms=0.069 routed_avg_ms=0.766 shared_avg_ms=0.234 all_reduce_avg_ms=0.338 total_avg_ms=1.419
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=15360 tokens=15360 router_gate_avg_ms=0.070 routed_avg_ms=0.770 shared_avg_ms=0.233 all_reduce_avg_ms=0.334 total_avg_ms=1.419
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=15360 tokens=15360 router_gate_avg_ms=0.070 routed_avg_ms=0.771 shared_avg_ms=0.236 all_reduce_avg_ms=0.329 total_avg_ms=1.417
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=15360 tokens=15360 router_gate_avg_ms=0.069 routed_avg_ms=0.765 shared_avg_ms=0.237 all_reduce_avg_ms=0.333 total_avg_ms=1.415
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=15440 tokens=15440 router_gate_avg_ms=0.069 routed_avg_ms=0.766 shared_avg_ms=0.234 all_reduce_avg_ms=0.338 total_avg_ms=1.419
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=15440 tokens=15440 router_gate_avg_ms=0.070 routed_avg_ms=0.770 shared_avg_ms=0.233 all_reduce_avg_ms=0.334 total_avg_ms=1.419
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=15440 tokens=15440 router_gate_avg_ms=0.069 routed_avg_ms=0.765 shared_avg_ms=0.237 all_reduce_avg_ms=0.333 total_avg_ms=1.415
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=15440 tokens=15440 router_gate_avg_ms=0.070 routed_avg_ms=0.771 shared_avg_ms=0.236 all_reduce_avg_ms=0.329 total_avg_ms=1.417
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=15520 tokens=15520 router_gate_avg_ms=0.069 routed_avg_ms=0.766 shared_avg_ms=0.234 all_reduce_avg_ms=0.338 total_avg_ms=1.419
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=15520 tokens=15520 router_gate_avg_ms=0.070 routed_avg_ms=0.770 shared_avg_ms=0.233 all_reduce_avg_ms=0.334 total_avg_ms=1.419
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=15520 tokens=15520 router_gate_avg_ms=0.070 routed_avg_ms=0.771 shared_avg_ms=0.236 all_reduce_avg_ms=0.329 total_avg_ms=1.417
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=15520 tokens=15520 router_gate_avg_ms=0.069 routed_avg_ms=0.765 shared_avg_ms=0.237 all_reduce_avg_ms=0.333 total_avg_ms=1.415
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=15600 tokens=15600 router_gate_avg_ms=0.070 routed_avg_ms=0.770 shared_avg_ms=0.233 all_reduce_avg_ms=0.334 total_avg_ms=1.419
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=15600 tokens=15600 router_gate_avg_ms=0.069 routed_avg_ms=0.766 shared_avg_ms=0.234 all_reduce_avg_ms=0.338 total_avg_ms=1.419
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=15600 tokens=15600 router_gate_avg_ms=0.069 routed_avg_ms=0.766 shared_avg_ms=0.237 all_reduce_avg_ms=0.332 total_avg_ms=1.415
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=15600 tokens=15600 router_gate_avg_ms=0.070 routed_avg_ms=0.771 shared_avg_ms=0.235 all_reduce_avg_ms=0.329 total_avg_ms=1.417
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=15680 tokens=15680 router_gate_avg_ms=0.069 routed_avg_ms=0.766 shared_avg_ms=0.234 all_reduce_avg_ms=0.338 total_avg_ms=1.419
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=15680 tokens=15680 router_gate_avg_ms=0.070 routed_avg_ms=0.770 shared_avg_ms=0.233 all_reduce_avg_ms=0.334 total_avg_ms=1.418
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=15680 tokens=15680 router_gate_avg_ms=0.070 routed_avg_ms=0.771 shared_avg_ms=0.235 all_reduce_avg_ms=0.329 total_avg_ms=1.417
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=15680 tokens=15680 router_gate_avg_ms=0.069 routed_avg_ms=0.766 shared_avg_ms=0.237 all_reduce_avg_ms=0.332 total_avg_ms=1.415
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=15760 tokens=15760 router_gate_avg_ms=0.069 routed_avg_ms=0.766 shared_avg_ms=0.237 all_reduce_avg_ms=0.332 total_avg_ms=1.415
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=15760 tokens=15760 router_gate_avg_ms=0.070 routed_avg_ms=0.771 shared_avg_ms=0.235 all_reduce_avg_ms=0.329 total_avg_ms=1.417
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=15760 tokens=15760 router_gate_avg_ms=0.069 routed_avg_ms=0.766 shared_avg_ms=0.234 all_reduce_avg_ms=0.338 total_avg_ms=1.419
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=15760 tokens=15760 router_gate_avg_ms=0.070 routed_avg_ms=0.770 shared_avg_ms=0.233 all_reduce_avg_ms=0.334 total_avg_ms=1.418
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=15840 tokens=15840 router_gate_avg_ms=0.069 routed_avg_ms=0.766 shared_avg_ms=0.234 all_reduce_avg_ms=0.339 total_avg_ms=1.419
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=15840 tokens=15840 router_gate_avg_ms=0.070 routed_avg_ms=0.770 shared_avg_ms=0.233 all_reduce_avg_ms=0.334 total_avg_ms=1.419
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=15840 tokens=15840 router_gate_avg_ms=0.070 routed_avg_ms=0.771 shared_avg_ms=0.235 all_reduce_avg_ms=0.329 total_avg_ms=1.417
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=15840 tokens=15840 router_gate_avg_ms=0.069 routed_avg_ms=0.766 shared_avg_ms=0.237 all_reduce_avg_ms=0.332 total_avg_ms=1.415
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=15920 tokens=15920 router_gate_avg_ms=0.069 routed_avg_ms=0.766 shared_avg_ms=0.237 all_reduce_avg_ms=0.332 total_avg_ms=1.415
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=15920 tokens=15920 router_gate_avg_ms=0.069 routed_avg_ms=0.766 shared_avg_ms=0.234 all_reduce_avg_ms=0.339 total_avg_ms=1.419
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=15920 tokens=15920 router_gate_avg_ms=0.069 routed_avg_ms=0.770 shared_avg_ms=0.233 all_reduce_avg_ms=0.334 total_avg_ms=1.419
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=15920 tokens=15920 router_gate_avg_ms=0.070 routed_avg_ms=0.771 shared_avg_ms=0.235 all_reduce_avg_ms=0.329 total_avg_ms=1.417
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=16000 tokens=16000 router_gate_avg_ms=0.069 routed_avg_ms=0.766 shared_avg_ms=0.234 all_reduce_avg_ms=0.339 total_avg_ms=1.419
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=16000 tokens=16000 router_gate_avg_ms=0.069 routed_avg_ms=0.770 shared_avg_ms=0.233 all_reduce_avg_ms=0.334 total_avg_ms=1.419
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=16000 tokens=16000 router_gate_avg_ms=0.069 routed_avg_ms=0.766 shared_avg_ms=0.237 all_reduce_avg_ms=0.332 total_avg_ms=1.415
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=16000 tokens=16000 router_gate_avg_ms=0.070 routed_avg_ms=0.771 shared_avg_ms=0.235 all_reduce_avg_ms=0.329 total_avg_ms=1.417
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=16080 tokens=16080 router_gate_avg_ms=0.069 routed_avg_ms=0.766 shared_avg_ms=0.237 all_reduce_avg_ms=0.332 total_avg_ms=1.414
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=16080 tokens=16080 router_gate_avg_ms=0.069 routed_avg_ms=0.766 shared_avg_ms=0.234 all_reduce_avg_ms=0.339 total_avg_ms=1.419
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=16080 tokens=16080 router_gate_avg_ms=0.069 routed_avg_ms=0.770 shared_avg_ms=0.233 all_reduce_avg_ms=0.334 total_avg_ms=1.418
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=16080 tokens=16080 router_gate_avg_ms=0.070 routed_avg_ms=0.770 shared_avg_ms=0.235 all_reduce_avg_ms=0.329 total_avg_ms=1.417
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=16160 tokens=16160 router_gate_avg_ms=0.069 routed_avg_ms=0.766 shared_avg_ms=0.237 all_reduce_avg_ms=0.332 total_avg_ms=1.414
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=16160 tokens=16160 router_gate_avg_ms=0.069 routed_avg_ms=0.766 shared_avg_ms=0.234 all_reduce_avg_ms=0.339 total_avg_ms=1.418
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=16160 tokens=16160 router_gate_avg_ms=0.069 routed_avg_ms=0.770 shared_avg_ms=0.233 all_reduce_avg_ms=0.334 total_avg_ms=1.418
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=16160 tokens=16160 router_gate_avg_ms=0.070 routed_avg_ms=0.770 shared_avg_ms=0.235 all_reduce_avg_ms=0.329 total_avg_ms=1.417
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=16240 tokens=16240 router_gate_avg_ms=0.069 routed_avg_ms=0.766 shared_avg_ms=0.234 all_reduce_avg_ms=0.339 total_avg_ms=1.418
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=16240 tokens=16240 router_gate_avg_ms=0.069 routed_avg_ms=0.770 shared_avg_ms=0.233 all_reduce_avg_ms=0.334 total_avg_ms=1.418
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=16240 tokens=16240 router_gate_avg_ms=0.069 routed_avg_ms=0.766 shared_avg_ms=0.237 all_reduce_avg_ms=0.332 total_avg_ms=1.414
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=16240 tokens=16240 router_gate_avg_ms=0.070 routed_avg_ms=0.770 shared_avg_ms=0.235 all_reduce_avg_ms=0.329 total_avg_ms=1.417
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=16320 tokens=16320 router_gate_avg_ms=0.069 routed_avg_ms=0.766 shared_avg_ms=0.237 all_reduce_avg_ms=0.332 total_avg_ms=1.414
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=16320 tokens=16320 router_gate_avg_ms=0.069 routed_avg_ms=0.766 shared_avg_ms=0.234 all_reduce_avg_ms=0.339 total_avg_ms=1.419
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=16320 tokens=16320 router_gate_avg_ms=0.069 routed_avg_ms=0.770 shared_avg_ms=0.233 all_reduce_avg_ms=0.334 total_avg_ms=1.418
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=16320 tokens=16320 router_gate_avg_ms=0.070 routed_avg_ms=0.770 shared_avg_ms=0.235 all_reduce_avg_ms=0.329 total_avg_ms=1.417
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=16400 tokens=16400 router_gate_avg_ms=0.069 routed_avg_ms=0.770 shared_avg_ms=0.233 all_reduce_avg_ms=0.335 total_avg_ms=1.418
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=16400 tokens=16400 router_gate_avg_ms=0.070 routed_avg_ms=0.770 shared_avg_ms=0.235 all_reduce_avg_ms=0.329 total_avg_ms=1.417
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=16400 tokens=16400 router_gate_avg_ms=0.069 routed_avg_ms=0.765 shared_avg_ms=0.237 all_reduce_avg_ms=0.332 total_avg_ms=1.414
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=16400 tokens=16400 router_gate_avg_ms=0.069 routed_avg_ms=0.766 shared_avg_ms=0.234 all_reduce_avg_ms=0.339 total_avg_ms=1.418
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=16480 tokens=16480 router_gate_avg_ms=0.069 routed_avg_ms=0.766 shared_avg_ms=0.234 all_reduce_avg_ms=0.339 total_avg_ms=1.418
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=16480 tokens=16480 router_gate_avg_ms=0.069 routed_avg_ms=0.770 shared_avg_ms=0.233 all_reduce_avg_ms=0.335 total_avg_ms=1.418
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=16480 tokens=16480 router_gate_avg_ms=0.070 routed_avg_ms=0.770 shared_avg_ms=0.235 all_reduce_avg_ms=0.329 total_avg_ms=1.416
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=16480 tokens=16480 router_gate_avg_ms=0.069 routed_avg_ms=0.765 shared_avg_ms=0.237 all_reduce_avg_ms=0.332 total_avg_ms=1.414
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=16560 tokens=16560 router_gate_avg_ms=0.069 routed_avg_ms=0.766 shared_avg_ms=0.234 all_reduce_avg_ms=0.339 total_avg_ms=1.418
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=16560 tokens=16560 router_gate_avg_ms=0.069 routed_avg_ms=0.770 shared_avg_ms=0.233 all_reduce_avg_ms=0.335 total_avg_ms=1.418
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=16560 tokens=16560 router_gate_avg_ms=0.069 routed_avg_ms=0.765 shared_avg_ms=0.237 all_reduce_avg_ms=0.332 total_avg_ms=1.414
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=16560 tokens=16560 router_gate_avg_ms=0.070 routed_avg_ms=0.770 shared_avg_ms=0.235 all_reduce_avg_ms=0.329 total_avg_ms=1.416
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=16640 tokens=16640 router_gate_avg_ms=0.069 routed_avg_ms=0.765 shared_avg_ms=0.237 all_reduce_avg_ms=0.331 total_avg_ms=1.414
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=16640 tokens=16640 router_gate_avg_ms=0.069 routed_avg_ms=0.766 shared_avg_ms=0.234 all_reduce_avg_ms=0.338 total_avg_ms=1.418
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=16640 tokens=16640 router_gate_avg_ms=0.069 routed_avg_ms=0.769 shared_avg_ms=0.233 all_reduce_avg_ms=0.334 total_avg_ms=1.418
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=16640 tokens=16640 router_gate_avg_ms=0.070 routed_avg_ms=0.770 shared_avg_ms=0.235 all_reduce_avg_ms=0.329 total_avg_ms=1.416
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=16720 tokens=16720 router_gate_avg_ms=0.069 routed_avg_ms=0.765 shared_avg_ms=0.237 all_reduce_avg_ms=0.331 total_avg_ms=1.414
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=16720 tokens=16720 router_gate_avg_ms=0.069 routed_avg_ms=0.766 shared_avg_ms=0.234 all_reduce_avg_ms=0.339 total_avg_ms=1.418
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=16720 tokens=16720 router_gate_avg_ms=0.069 routed_avg_ms=0.769 shared_avg_ms=0.233 all_reduce_avg_ms=0.335 total_avg_ms=1.418
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=16720 tokens=16720 router_gate_avg_ms=0.070 routed_avg_ms=0.770 shared_avg_ms=0.235 all_reduce_avg_ms=0.329 total_avg_ms=1.416
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=16800 tokens=16800 router_gate_avg_ms=0.069 routed_avg_ms=0.765 shared_avg_ms=0.237 all_reduce_avg_ms=0.331 total_avg_ms=1.414
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=16800 tokens=16800 router_gate_avg_ms=0.069 routed_avg_ms=0.766 shared_avg_ms=0.234 all_reduce_avg_ms=0.339 total_avg_ms=1.418
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=16800 tokens=16800 router_gate_avg_ms=0.069 routed_avg_ms=0.769 shared_avg_ms=0.233 all_reduce_avg_ms=0.335 total_avg_ms=1.418
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=16800 tokens=16800 router_gate_avg_ms=0.070 routed_avg_ms=0.770 shared_avg_ms=0.235 all_reduce_avg_ms=0.328 total_avg_ms=1.416
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=16880 tokens=16880 router_gate_avg_ms=0.069 routed_avg_ms=0.765 shared_avg_ms=0.237 all_reduce_avg_ms=0.331 total_avg_ms=1.414
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=16880 tokens=16880 router_gate_avg_ms=0.069 routed_avg_ms=0.766 shared_avg_ms=0.234 all_reduce_avg_ms=0.339 total_avg_ms=1.418
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=16880 tokens=16880 router_gate_avg_ms=0.069 routed_avg_ms=0.769 shared_avg_ms=0.233 all_reduce_avg_ms=0.335 total_avg_ms=1.418
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=16880 tokens=16880 router_gate_avg_ms=0.070 routed_avg_ms=0.770 shared_avg_ms=0.235 all_reduce_avg_ms=0.328 total_avg_ms=1.416
[PROF_MOE_SUMMARY] pid=35011 bucket=decode calls=16960 tokens=16960 router_gate_avg_ms=0.069 routed_avg_ms=0.765 shared_avg_ms=0.237 all_reduce_avg_ms=0.331 total_avg_ms=1.414
(VllmWorkerProcess pid=35365) [PROF_MOE_SUMMARY] pid=35365 bucket=decode calls=16960 tokens=16960 router_gate_avg_ms=0.069 routed_avg_ms=0.766 shared_avg_ms=0.234 all_reduce_avg_ms=0.339 total_avg_ms=1.418
(VllmWorkerProcess pid=35364) [PROF_MOE_SUMMARY] pid=35364 bucket=decode calls=16960 tokens=16960 router_gate_avg_ms=0.069 routed_avg_ms=0.769 shared_avg_ms=0.233 all_reduce_avg_ms=0.335 total_avg_ms=1.418
(VllmWorkerProcess pid=35363) [PROF_MOE_SUMMARY] pid=35363 bucket=decode calls=16960 tokens=16960 router_gate_avg_ms=0.070 routed_avg_ms=0.770 shared_avg_ms=0.235 all_reduce_avg_ms=0.328 total_avg_ms=1.416

View File

@@ -0,0 +1,760 @@
[PROF_MOE_SUMMARY] pid=33749 calls=80 tokens=955280 router_gate_avg_ms=0.548 routed_avg_ms=79.356 shared_avg_ms=2.011 all_reduce_avg_ms=4.259 total_avg_ms=86.185
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=80 tokens=955280 router_gate_avg_ms=0.548 routed_avg_ms=79.361 shared_avg_ms=2.009 all_reduce_avg_ms=4.262 total_avg_ms=86.192
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=80 tokens=955280 router_gate_avg_ms=0.545 routed_avg_ms=79.146 shared_avg_ms=2.011 all_reduce_avg_ms=4.493 total_avg_ms=86.206
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=80 tokens=955280 router_gate_avg_ms=0.549 routed_avg_ms=79.519 shared_avg_ms=2.020 all_reduce_avg_ms=4.010 total_avg_ms=86.110
[PROF_MOE_SUMMARY] pid=33749 calls=160 tokens=955360 router_gate_avg_ms=0.310 routed_avg_ms=40.081 shared_avg_ms=1.127 all_reduce_avg_ms=2.300 total_avg_ms=43.830
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=160 tokens=955360 router_gate_avg_ms=0.308 routed_avg_ms=39.980 shared_avg_ms=1.131 all_reduce_avg_ms=2.408 total_avg_ms=43.839
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=160 tokens=955360 router_gate_avg_ms=0.310 routed_avg_ms=40.166 shared_avg_ms=1.132 all_reduce_avg_ms=2.173 total_avg_ms=43.792
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=160 tokens=955360 router_gate_avg_ms=0.309 routed_avg_ms=40.086 shared_avg_ms=1.126 all_reduce_avg_ms=2.300 total_avg_ms=43.833
[PROF_MOE_SUMMARY] pid=33749 calls=240 tokens=955440 router_gate_avg_ms=0.229 routed_avg_ms=26.987 shared_avg_ms=0.830 all_reduce_avg_ms=1.661 total_avg_ms=29.719
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=240 tokens=955440 router_gate_avg_ms=0.230 routed_avg_ms=26.996 shared_avg_ms=0.830 all_reduce_avg_ms=1.651 total_avg_ms=29.719
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=240 tokens=955440 router_gate_avg_ms=0.229 routed_avg_ms=26.925 shared_avg_ms=0.837 all_reduce_avg_ms=1.719 total_avg_ms=29.722
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=240 tokens=955440 router_gate_avg_ms=0.230 routed_avg_ms=27.048 shared_avg_ms=0.835 all_reduce_avg_ms=1.567 total_avg_ms=29.693
[PROF_MOE_SUMMARY] pid=33749 calls=320 tokens=955520 router_gate_avg_ms=0.189 routed_avg_ms=20.439 shared_avg_ms=0.681 all_reduce_avg_ms=1.335 total_avg_ms=22.655
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=320 tokens=955520 router_gate_avg_ms=0.190 routed_avg_ms=20.449 shared_avg_ms=0.681 all_reduce_avg_ms=1.321 total_avg_ms=22.653
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=320 tokens=955520 router_gate_avg_ms=0.189 routed_avg_ms=20.395 shared_avg_ms=0.687 all_reduce_avg_ms=1.374 total_avg_ms=22.656
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=320 tokens=955520 router_gate_avg_ms=0.190 routed_avg_ms=20.489 shared_avg_ms=0.687 all_reduce_avg_ms=1.255 total_avg_ms=22.633
[PROF_MOE_SUMMARY] pid=33749 calls=400 tokens=955600 router_gate_avg_ms=0.164 routed_avg_ms=16.509 shared_avg_ms=0.592 all_reduce_avg_ms=1.166 total_avg_ms=18.443
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=400 tokens=955600 router_gate_avg_ms=0.168 routed_avg_ms=16.528 shared_avg_ms=0.600 all_reduce_avg_ms=1.126 total_avg_ms=18.434
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=400 tokens=955600 router_gate_avg_ms=0.167 routed_avg_ms=16.484 shared_avg_ms=0.604 all_reduce_avg_ms=1.170 total_avg_ms=18.437
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=400 tokens=955600 router_gate_avg_ms=0.166 routed_avg_ms=16.554 shared_avg_ms=0.598 all_reduce_avg_ms=1.094 total_avg_ms=18.424
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=480 tokens=955680 router_gate_avg_ms=0.150 routed_avg_ms=13.872 shared_avg_ms=0.544 all_reduce_avg_ms=1.029 total_avg_ms=15.608
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=480 tokens=955680 router_gate_avg_ms=0.150 routed_avg_ms=13.930 shared_avg_ms=0.538 all_reduce_avg_ms=0.968 total_avg_ms=15.598
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=480 tokens=955680 router_gate_avg_ms=0.151 routed_avg_ms=13.906 shared_avg_ms=0.539 all_reduce_avg_ms=0.998 total_avg_ms=15.607
[PROF_MOE_SUMMARY] pid=33749 calls=480 tokens=955680 router_gate_avg_ms=0.148 routed_avg_ms=13.891 shared_avg_ms=0.533 all_reduce_avg_ms=1.030 total_avg_ms=15.613
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=560 tokens=955760 router_gate_avg_ms=0.139 routed_avg_ms=12.005 shared_avg_ms=0.500 all_reduce_avg_ms=0.929 total_avg_ms=13.585
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=560 tokens=955760 router_gate_avg_ms=0.138 routed_avg_ms=12.054 shared_avg_ms=0.495 all_reduce_avg_ms=0.877 total_avg_ms=13.576
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=560 tokens=955760 router_gate_avg_ms=0.139 routed_avg_ms=12.034 shared_avg_ms=0.495 all_reduce_avg_ms=0.903 total_avg_ms=13.583
[PROF_MOE_SUMMARY] pid=33749 calls=560 tokens=955760 router_gate_avg_ms=0.137 routed_avg_ms=12.021 shared_avg_ms=0.491 all_reduce_avg_ms=0.928 total_avg_ms=13.588
[PROF_MOE_SUMMARY] pid=33749 calls=640 tokens=955840 router_gate_avg_ms=0.133 routed_avg_ms=10.621 shared_avg_ms=0.460 all_reduce_avg_ms=0.853 total_avg_ms=12.080
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=640 tokens=955840 router_gate_avg_ms=0.131 routed_avg_ms=10.630 shared_avg_ms=0.462 all_reduce_avg_ms=0.837 total_avg_ms=12.072
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=640 tokens=955840 router_gate_avg_ms=0.131 routed_avg_ms=10.652 shared_avg_ms=0.463 all_reduce_avg_ms=0.814 total_avg_ms=12.072
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=640 tokens=955840 router_gate_avg_ms=0.134 routed_avg_ms=10.606 shared_avg_ms=0.468 all_reduce_avg_ms=0.856 total_avg_ms=12.077
[PROF_MOE_SUMMARY] pid=33749 calls=720 tokens=955920 router_gate_avg_ms=0.126 routed_avg_ms=9.530 shared_avg_ms=0.436 all_reduce_avg_ms=0.800 total_avg_ms=10.903
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=720 tokens=955920 router_gate_avg_ms=0.124 routed_avg_ms=9.537 shared_avg_ms=0.437 all_reduce_avg_ms=0.788 total_avg_ms=10.898
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=720 tokens=955920 router_gate_avg_ms=0.128 routed_avg_ms=9.517 shared_avg_ms=0.443 all_reduce_avg_ms=0.800 total_avg_ms=10.901
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=720 tokens=955920 router_gate_avg_ms=0.125 routed_avg_ms=9.560 shared_avg_ms=0.439 all_reduce_avg_ms=0.760 total_avg_ms=10.895
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=800 tokens=956000 router_gate_avg_ms=0.118 routed_avg_ms=8.662 shared_avg_ms=0.416 all_reduce_avg_ms=0.747 total_avg_ms=9.955
[PROF_MOE_SUMMARY] pid=33749 calls=800 tokens=956000 router_gate_avg_ms=0.121 routed_avg_ms=8.657 shared_avg_ms=0.416 all_reduce_avg_ms=0.754 total_avg_ms=9.959
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=800 tokens=956000 router_gate_avg_ms=0.121 routed_avg_ms=8.645 shared_avg_ms=0.423 all_reduce_avg_ms=0.756 total_avg_ms=9.958
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=800 tokens=956000 router_gate_avg_ms=0.119 routed_avg_ms=8.685 shared_avg_ms=0.419 all_reduce_avg_ms=0.716 total_avg_ms=9.952
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=880 tokens=956080 router_gate_avg_ms=0.113 routed_avg_ms=7.947 shared_avg_ms=0.399 all_reduce_avg_ms=0.714 total_avg_ms=9.184
[PROF_MOE_SUMMARY] pid=33749 calls=880 tokens=956080 router_gate_avg_ms=0.116 routed_avg_ms=7.943 shared_avg_ms=0.400 all_reduce_avg_ms=0.716 total_avg_ms=9.187
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=880 tokens=956080 router_gate_avg_ms=0.117 routed_avg_ms=7.932 shared_avg_ms=0.406 all_reduce_avg_ms=0.720 total_avg_ms=9.186
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=880 tokens=956080 router_gate_avg_ms=0.115 routed_avg_ms=7.970 shared_avg_ms=0.404 all_reduce_avg_ms=0.680 total_avg_ms=9.180
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=960 tokens=956160 router_gate_avg_ms=0.110 routed_avg_ms=7.350 shared_avg_ms=0.385 all_reduce_avg_ms=0.686 total_avg_ms=8.543
[PROF_MOE_SUMMARY] pid=33749 calls=960 tokens=956160 router_gate_avg_ms=0.113 routed_avg_ms=7.348 shared_avg_ms=0.387 all_reduce_avg_ms=0.685 total_avg_ms=8.545
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=960 tokens=956160 router_gate_avg_ms=0.112 routed_avg_ms=7.338 shared_avg_ms=0.392 all_reduce_avg_ms=0.689 total_avg_ms=8.543
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=960 tokens=956160 router_gate_avg_ms=0.113 routed_avg_ms=7.374 shared_avg_ms=0.390 all_reduce_avg_ms=0.650 total_avg_ms=8.538
[PROF_MOE_SUMMARY] pid=33749 calls=1040 tokens=956240 router_gate_avg_ms=0.110 routed_avg_ms=6.845 shared_avg_ms=0.375 all_reduce_avg_ms=0.659 total_avg_ms=8.001
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=1040 tokens=956240 router_gate_avg_ms=0.107 routed_avg_ms=6.846 shared_avg_ms=0.373 all_reduce_avg_ms=0.662 total_avg_ms=8.000
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=1040 tokens=956240 router_gate_avg_ms=0.109 routed_avg_ms=6.835 shared_avg_ms=0.380 all_reduce_avg_ms=0.664 total_avg_ms=8.000
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=1040 tokens=956240 router_gate_avg_ms=0.110 routed_avg_ms=6.869 shared_avg_ms=0.379 all_reduce_avg_ms=0.624 total_avg_ms=7.994
[PROF_MOE_SUMMARY] pid=33749 calls=1120 tokens=956320 router_gate_avg_ms=0.107 routed_avg_ms=6.413 shared_avg_ms=0.366 all_reduce_avg_ms=0.635 total_avg_ms=7.534
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=1120 tokens=956320 router_gate_avg_ms=0.106 routed_avg_ms=6.404 shared_avg_ms=0.370 all_reduce_avg_ms=0.640 total_avg_ms=7.533
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=1120 tokens=956320 router_gate_avg_ms=0.107 routed_avg_ms=6.436 shared_avg_ms=0.369 all_reduce_avg_ms=0.604 total_avg_ms=7.528
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=1120 tokens=956320 router_gate_avg_ms=0.104 routed_avg_ms=6.415 shared_avg_ms=0.363 all_reduce_avg_ms=0.639 total_avg_ms=7.533
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=1200 tokens=956400 router_gate_avg_ms=0.104 routed_avg_ms=6.061 shared_avg_ms=0.360 all_reduce_avg_ms=0.586 total_avg_ms=7.123
[PROF_MOE_SUMMARY] pid=33749 calls=1200 tokens=956400 router_gate_avg_ms=0.105 routed_avg_ms=6.039 shared_avg_ms=0.357 all_reduce_avg_ms=0.615 total_avg_ms=7.128
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=1200 tokens=956400 router_gate_avg_ms=0.102 routed_avg_ms=6.041 shared_avg_ms=0.355 all_reduce_avg_ms=0.618 total_avg_ms=7.128
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=1200 tokens=956400 router_gate_avg_ms=0.104 routed_avg_ms=6.031 shared_avg_ms=0.361 all_reduce_avg_ms=0.620 total_avg_ms=7.127
[PROF_MOE_SUMMARY] pid=33749 calls=1280 tokens=956480 router_gate_avg_ms=0.103 routed_avg_ms=5.711 shared_avg_ms=0.350 all_reduce_avg_ms=0.599 total_avg_ms=6.774
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=1280 tokens=956480 router_gate_avg_ms=0.102 routed_avg_ms=5.704 shared_avg_ms=0.354 all_reduce_avg_ms=0.602 total_avg_ms=6.774
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=1280 tokens=956480 router_gate_avg_ms=0.102 routed_avg_ms=5.733 shared_avg_ms=0.353 all_reduce_avg_ms=0.570 total_avg_ms=6.770
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=1280 tokens=956480 router_gate_avg_ms=0.100 routed_avg_ms=5.714 shared_avg_ms=0.348 all_reduce_avg_ms=0.601 total_avg_ms=6.774
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=1360 tokens=956560 router_gate_avg_ms=0.100 routed_avg_ms=5.416 shared_avg_ms=0.348 all_reduce_avg_ms=0.586 total_avg_ms=6.461
[PROF_MOE_SUMMARY] pid=33749 calls=1360 tokens=956560 router_gate_avg_ms=0.101 routed_avg_ms=5.423 shared_avg_ms=0.344 all_reduce_avg_ms=0.583 total_avg_ms=6.462
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=1360 tokens=956560 router_gate_avg_ms=0.100 routed_avg_ms=5.442 shared_avg_ms=0.346 all_reduce_avg_ms=0.557 total_avg_ms=6.458
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=1360 tokens=956560 router_gate_avg_ms=0.098 routed_avg_ms=5.425 shared_avg_ms=0.341 all_reduce_avg_ms=0.586 total_avg_ms=6.462
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=1440 tokens=956640 router_gate_avg_ms=0.099 routed_avg_ms=5.185 shared_avg_ms=0.340 all_reduce_avg_ms=0.545 total_avg_ms=6.180
[PROF_MOE_SUMMARY] pid=33749 calls=1440 tokens=956640 router_gate_avg_ms=0.099 routed_avg_ms=5.166 shared_avg_ms=0.338 all_reduce_avg_ms=0.569 total_avg_ms=6.184
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=1440 tokens=956640 router_gate_avg_ms=0.097 routed_avg_ms=5.168 shared_avg_ms=0.335 all_reduce_avg_ms=0.573 total_avg_ms=6.184
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=1440 tokens=956640 router_gate_avg_ms=0.098 routed_avg_ms=5.160 shared_avg_ms=0.342 all_reduce_avg_ms=0.571 total_avg_ms=6.183
[PROF_MOE_SUMMARY] pid=33749 calls=1520 tokens=956720 router_gate_avg_ms=0.098 routed_avg_ms=4.936 shared_avg_ms=0.333 all_reduce_avg_ms=0.556 total_avg_ms=5.934
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=1520 tokens=956720 router_gate_avg_ms=0.097 routed_avg_ms=4.931 shared_avg_ms=0.336 all_reduce_avg_ms=0.558 total_avg_ms=5.934
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=1520 tokens=956720 router_gate_avg_ms=0.097 routed_avg_ms=4.954 shared_avg_ms=0.334 all_reduce_avg_ms=0.534 total_avg_ms=5.931
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=1520 tokens=956720 router_gate_avg_ms=0.095 routed_avg_ms=4.938 shared_avg_ms=0.330 all_reduce_avg_ms=0.560 total_avg_ms=5.935
[PROF_MOE_SUMMARY] pid=33749 calls=1600 tokens=956800 router_gate_avg_ms=0.096 routed_avg_ms=4.729 shared_avg_ms=0.328 all_reduce_avg_ms=0.545 total_avg_ms=5.710
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=1600 tokens=956800 router_gate_avg_ms=0.094 routed_avg_ms=4.732 shared_avg_ms=0.325 all_reduce_avg_ms=0.548 total_avg_ms=5.711
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=1600 tokens=956800 router_gate_avg_ms=0.095 routed_avg_ms=4.725 shared_avg_ms=0.332 all_reduce_avg_ms=0.546 total_avg_ms=5.709
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=1600 tokens=956800 router_gate_avg_ms=0.096 routed_avg_ms=4.746 shared_avg_ms=0.330 all_reduce_avg_ms=0.524 total_avg_ms=5.707
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=1680 tokens=956880 router_gate_avg_ms=0.094 routed_avg_ms=4.559 shared_avg_ms=0.325 all_reduce_avg_ms=0.515 total_avg_ms=5.505
[PROF_MOE_SUMMARY] pid=33749 calls=1680 tokens=956880 router_gate_avg_ms=0.095 routed_avg_ms=4.542 shared_avg_ms=0.323 all_reduce_avg_ms=0.535 total_avg_ms=5.507
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=1680 tokens=956880 router_gate_avg_ms=0.093 routed_avg_ms=4.544 shared_avg_ms=0.321 all_reduce_avg_ms=0.539 total_avg_ms=5.508
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=1680 tokens=956880 router_gate_avg_ms=0.094 routed_avg_ms=4.538 shared_avg_ms=0.327 all_reduce_avg_ms=0.535 total_avg_ms=5.507
[PROF_MOE_SUMMARY] pid=33749 calls=1760 tokens=956960 router_gate_avg_ms=0.094 routed_avg_ms=4.372 shared_avg_ms=0.320 all_reduce_avg_ms=0.526 total_avg_ms=5.323
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=1760 tokens=956960 router_gate_avg_ms=0.093 routed_avg_ms=4.368 shared_avg_ms=0.323 all_reduce_avg_ms=0.525 total_avg_ms=5.322
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=1760 tokens=956960 router_gate_avg_ms=0.093 routed_avg_ms=4.388 shared_avg_ms=0.321 all_reduce_avg_ms=0.507 total_avg_ms=5.320
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=1760 tokens=956960 router_gate_avg_ms=0.091 routed_avg_ms=4.374 shared_avg_ms=0.317 all_reduce_avg_ms=0.530 total_avg_ms=5.324
[PROF_MOE_SUMMARY] pid=33749 calls=1840 tokens=957040 router_gate_avg_ms=0.094 routed_avg_ms=4.217 shared_avg_ms=0.316 all_reduce_avg_ms=0.517 total_avg_ms=5.156
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=1840 tokens=957040 router_gate_avg_ms=0.093 routed_avg_ms=4.213 shared_avg_ms=0.320 all_reduce_avg_ms=0.517 total_avg_ms=5.155
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=1840 tokens=957040 router_gate_avg_ms=0.090 routed_avg_ms=4.219 shared_avg_ms=0.313 all_reduce_avg_ms=0.522 total_avg_ms=5.156
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=1840 tokens=957040 router_gate_avg_ms=0.092 routed_avg_ms=4.233 shared_avg_ms=0.318 all_reduce_avg_ms=0.499 total_avg_ms=5.153
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=1920 tokens=957120 router_gate_avg_ms=0.092 routed_avg_ms=4.071 shared_avg_ms=0.317 all_reduce_avg_ms=0.511 total_avg_ms=5.002
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=1920 tokens=957120 router_gate_avg_ms=0.091 routed_avg_ms=4.090 shared_avg_ms=0.314 all_reduce_avg_ms=0.494 total_avg_ms=5.000
[PROF_MOE_SUMMARY] pid=33749 calls=1920 tokens=957120 router_gate_avg_ms=0.093 routed_avg_ms=4.075 shared_avg_ms=0.313 all_reduce_avg_ms=0.510 total_avg_ms=5.003
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=1920 tokens=957120 router_gate_avg_ms=0.090 routed_avg_ms=4.077 shared_avg_ms=0.310 all_reduce_avg_ms=0.515 total_avg_ms=5.003
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=2000 tokens=957200 router_gate_avg_ms=0.091 routed_avg_ms=3.941 shared_avg_ms=0.313 all_reduce_avg_ms=0.504 total_avg_ms=4.861
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=2000 tokens=957200 router_gate_avg_ms=0.090 routed_avg_ms=3.958 shared_avg_ms=0.311 all_reduce_avg_ms=0.488 total_avg_ms=4.859
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=2000 tokens=957200 router_gate_avg_ms=0.089 routed_avg_ms=3.946 shared_avg_ms=0.307 all_reduce_avg_ms=0.509 total_avg_ms=4.862
[PROF_MOE_SUMMARY] pid=33749 calls=2000 tokens=957200 router_gate_avg_ms=0.092 routed_avg_ms=3.945 shared_avg_ms=0.311 all_reduce_avg_ms=0.502 total_avg_ms=4.861
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=2080 tokens=957280 router_gate_avg_ms=0.089 routed_avg_ms=3.837 shared_avg_ms=0.308 all_reduce_avg_ms=0.482 total_avg_ms=4.728
[PROF_MOE_SUMMARY] pid=33749 calls=2080 tokens=957280 router_gate_avg_ms=0.091 routed_avg_ms=3.824 shared_avg_ms=0.308 all_reduce_avg_ms=0.495 total_avg_ms=4.730
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=2080 tokens=957280 router_gate_avg_ms=0.088 routed_avg_ms=3.825 shared_avg_ms=0.304 all_reduce_avg_ms=0.502 total_avg_ms=4.731
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=2080 tokens=957280 router_gate_avg_ms=0.090 routed_avg_ms=3.820 shared_avg_ms=0.311 all_reduce_avg_ms=0.497 total_avg_ms=4.729
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=2160 tokens=957360 router_gate_avg_ms=0.089 routed_avg_ms=3.725 shared_avg_ms=0.305 all_reduce_avg_ms=0.476 total_avg_ms=4.607
[PROF_MOE_SUMMARY] pid=33749 calls=2160 tokens=957360 router_gate_avg_ms=0.090 routed_avg_ms=3.712 shared_avg_ms=0.305 all_reduce_avg_ms=0.489 total_avg_ms=4.608
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=2160 tokens=957360 router_gate_avg_ms=0.087 routed_avg_ms=3.713 shared_avg_ms=0.302 all_reduce_avg_ms=0.496 total_avg_ms=4.609
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=2160 tokens=957360 router_gate_avg_ms=0.089 routed_avg_ms=3.708 shared_avg_ms=0.308 all_reduce_avg_ms=0.491 total_avg_ms=4.608
[PROF_MOE_SUMMARY] pid=33749 calls=2240 tokens=957440 router_gate_avg_ms=0.090 routed_avg_ms=3.608 shared_avg_ms=0.303 all_reduce_avg_ms=0.484 total_avg_ms=4.496
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=2240 tokens=957440 router_gate_avg_ms=0.089 routed_avg_ms=3.604 shared_avg_ms=0.305 all_reduce_avg_ms=0.486 total_avg_ms=4.496
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=2240 tokens=957440 router_gate_avg_ms=0.088 routed_avg_ms=3.620 shared_avg_ms=0.303 all_reduce_avg_ms=0.471 total_avg_ms=4.494
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=2240 tokens=957440 router_gate_avg_ms=0.087 routed_avg_ms=3.609 shared_avg_ms=0.299 all_reduce_avg_ms=0.489 total_avg_ms=4.496
[PROF_MOE_SUMMARY] pid=33749 calls=2320 tokens=957520 router_gate_avg_ms=0.089 routed_avg_ms=3.511 shared_avg_ms=0.301 all_reduce_avg_ms=0.479 total_avg_ms=4.391
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=2320 tokens=957520 router_gate_avg_ms=0.088 routed_avg_ms=3.507 shared_avg_ms=0.303 all_reduce_avg_ms=0.481 total_avg_ms=4.391
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=2320 tokens=957520 router_gate_avg_ms=0.087 routed_avg_ms=3.523 shared_avg_ms=0.301 all_reduce_avg_ms=0.466 total_avg_ms=4.389
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=2320 tokens=957520 router_gate_avg_ms=0.086 routed_avg_ms=3.513 shared_avg_ms=0.298 all_reduce_avg_ms=0.483 total_avg_ms=4.392
[PROF_MOE_SUMMARY] pid=33749 calls=2400 tokens=957600 router_gate_avg_ms=0.088 routed_avg_ms=3.420 shared_avg_ms=0.299 all_reduce_avg_ms=0.475 total_avg_ms=4.294
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=2400 tokens=957600 router_gate_avg_ms=0.087 routed_avg_ms=3.417 shared_avg_ms=0.301 all_reduce_avg_ms=0.476 total_avg_ms=4.293
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=2400 tokens=957600 router_gate_avg_ms=0.087 routed_avg_ms=3.433 shared_avg_ms=0.299 all_reduce_avg_ms=0.461 total_avg_ms=4.292
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=2400 tokens=957600 router_gate_avg_ms=0.086 routed_avg_ms=3.423 shared_avg_ms=0.296 all_reduce_avg_ms=0.478 total_avg_ms=4.294
[PROF_MOE_SUMMARY] pid=33749 calls=2480 tokens=957680 router_gate_avg_ms=0.087 routed_avg_ms=3.335 shared_avg_ms=0.297 all_reduce_avg_ms=0.471 total_avg_ms=4.202
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=2480 tokens=957680 router_gate_avg_ms=0.087 routed_avg_ms=3.333 shared_avg_ms=0.299 all_reduce_avg_ms=0.471 total_avg_ms=4.202
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=2480 tokens=957680 router_gate_avg_ms=0.086 routed_avg_ms=3.348 shared_avg_ms=0.297 all_reduce_avg_ms=0.457 total_avg_ms=4.200
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=2480 tokens=957680 router_gate_avg_ms=0.085 routed_avg_ms=3.338 shared_avg_ms=0.294 all_reduce_avg_ms=0.474 total_avg_ms=4.202
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=2560 tokens=957760 router_gate_avg_ms=0.086 routed_avg_ms=3.254 shared_avg_ms=0.297 all_reduce_avg_ms=0.467 total_avg_ms=4.116
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=2560 tokens=957760 router_gate_avg_ms=0.086 routed_avg_ms=3.268 shared_avg_ms=0.295 all_reduce_avg_ms=0.454 total_avg_ms=4.114
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=2560 tokens=957760 router_gate_avg_ms=0.085 routed_avg_ms=3.259 shared_avg_ms=0.292 all_reduce_avg_ms=0.469 total_avg_ms=4.116
[PROF_MOE_SUMMARY] pid=33749 calls=2560 tokens=957760 router_gate_avg_ms=0.087 routed_avg_ms=3.256 shared_avg_ms=0.295 all_reduce_avg_ms=0.467 total_avg_ms=4.116
[PROF_MOE_SUMMARY] pid=33749 calls=2640 tokens=957840 router_gate_avg_ms=0.086 routed_avg_ms=3.182 shared_avg_ms=0.293 all_reduce_avg_ms=0.463 total_avg_ms=4.035
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=2640 tokens=957840 router_gate_avg_ms=0.086 routed_avg_ms=3.179 shared_avg_ms=0.295 all_reduce_avg_ms=0.463 total_avg_ms=4.035
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=2640 tokens=957840 router_gate_avg_ms=0.085 routed_avg_ms=3.194 shared_avg_ms=0.293 all_reduce_avg_ms=0.450 total_avg_ms=4.033
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=2640 tokens=957840 router_gate_avg_ms=0.084 routed_avg_ms=3.185 shared_avg_ms=0.290 all_reduce_avg_ms=0.465 total_avg_ms=4.035
[PROF_MOE_SUMMARY] pid=33749 calls=2720 tokens=957920 router_gate_avg_ms=0.085 routed_avg_ms=3.112 shared_avg_ms=0.291 all_reduce_avg_ms=0.459 total_avg_ms=3.959
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=2720 tokens=957920 router_gate_avg_ms=0.085 routed_avg_ms=3.109 shared_avg_ms=0.294 all_reduce_avg_ms=0.458 total_avg_ms=3.958
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=2720 tokens=957920 router_gate_avg_ms=0.085 routed_avg_ms=3.123 shared_avg_ms=0.292 all_reduce_avg_ms=0.446 total_avg_ms=3.957
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=2720 tokens=957920 router_gate_avg_ms=0.084 routed_avg_ms=3.114 shared_avg_ms=0.289 all_reduce_avg_ms=0.460 total_avg_ms=3.958
[PROF_MOE_SUMMARY] pid=33749 calls=2800 tokens=958000 router_gate_avg_ms=0.085 routed_avg_ms=3.045 shared_avg_ms=0.290 all_reduce_avg_ms=0.456 total_avg_ms=3.888
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=2800 tokens=958000 router_gate_avg_ms=0.085 routed_avg_ms=3.043 shared_avg_ms=0.292 all_reduce_avg_ms=0.456 total_avg_ms=3.887
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=2800 tokens=958000 router_gate_avg_ms=0.084 routed_avg_ms=3.057 shared_avg_ms=0.290 all_reduce_avg_ms=0.444 total_avg_ms=3.886
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=2800 tokens=958000 router_gate_avg_ms=0.083 routed_avg_ms=3.049 shared_avg_ms=0.287 all_reduce_avg_ms=0.456 total_avg_ms=3.887
[PROF_MOE_SUMMARY] pid=33749 calls=2880 tokens=958080 router_gate_avg_ms=0.084 routed_avg_ms=2.983 shared_avg_ms=0.288 all_reduce_avg_ms=0.453 total_avg_ms=3.820
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=2880 tokens=958080 router_gate_avg_ms=0.084 routed_avg_ms=2.994 shared_avg_ms=0.288 all_reduce_avg_ms=0.440 total_avg_ms=3.818
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=2880 tokens=958080 router_gate_avg_ms=0.083 routed_avg_ms=2.987 shared_avg_ms=0.286 all_reduce_avg_ms=0.452 total_avg_ms=3.819
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=2880 tokens=958080 router_gate_avg_ms=0.084 routed_avg_ms=2.981 shared_avg_ms=0.291 all_reduce_avg_ms=0.452 total_avg_ms=3.820
[PROF_MOE_SUMMARY] pid=33749 calls=2960 tokens=958160 router_gate_avg_ms=0.084 routed_avg_ms=2.924 shared_avg_ms=0.287 all_reduce_avg_ms=0.449 total_avg_ms=3.755
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=2960 tokens=958160 router_gate_avg_ms=0.084 routed_avg_ms=2.922 shared_avg_ms=0.289 all_reduce_avg_ms=0.448 total_avg_ms=3.755
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=2960 tokens=958160 router_gate_avg_ms=0.083 routed_avg_ms=2.935 shared_avg_ms=0.287 all_reduce_avg_ms=0.437 total_avg_ms=3.754
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=2960 tokens=958160 router_gate_avg_ms=0.082 routed_avg_ms=2.928 shared_avg_ms=0.284 all_reduce_avg_ms=0.449 total_avg_ms=3.755
[PROF_MOE_SUMMARY] pid=33749 calls=3040 tokens=958240 router_gate_avg_ms=0.083 routed_avg_ms=2.868 shared_avg_ms=0.285 all_reduce_avg_ms=0.446 total_avg_ms=3.694
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=3040 tokens=958240 router_gate_avg_ms=0.082 routed_avg_ms=2.872 shared_avg_ms=0.283 all_reduce_avg_ms=0.445 total_avg_ms=3.693
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=3040 tokens=958240 router_gate_avg_ms=0.083 routed_avg_ms=2.867 shared_avg_ms=0.288 all_reduce_avg_ms=0.444 total_avg_ms=3.693
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=3040 tokens=958240 router_gate_avg_ms=0.083 routed_avg_ms=2.879 shared_avg_ms=0.285 all_reduce_avg_ms=0.434 total_avg_ms=3.692
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=3120 tokens=958320 router_gate_avg_ms=0.082 routed_avg_ms=2.825 shared_avg_ms=0.284 all_reduce_avg_ms=0.431 total_avg_ms=3.634
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=3120 tokens=958320 router_gate_avg_ms=0.082 routed_avg_ms=2.819 shared_avg_ms=0.282 all_reduce_avg_ms=0.441 total_avg_ms=3.635
[PROF_MOE_SUMMARY] pid=33749 calls=3120 tokens=958320 router_gate_avg_ms=0.083 routed_avg_ms=2.815 shared_avg_ms=0.284 all_reduce_avg_ms=0.443 total_avg_ms=3.636
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=3120 tokens=958320 router_gate_avg_ms=0.083 routed_avg_ms=2.814 shared_avg_ms=0.287 all_reduce_avg_ms=0.441 total_avg_ms=3.635
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=3200 tokens=958400 router_gate_avg_ms=0.081 routed_avg_ms=2.769 shared_avg_ms=0.281 all_reduce_avg_ms=0.439 total_avg_ms=3.581
[PROF_MOE_SUMMARY] pid=33749 calls=3200 tokens=958400 router_gate_avg_ms=0.083 routed_avg_ms=2.764 shared_avg_ms=0.283 all_reduce_avg_ms=0.440 total_avg_ms=3.582
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=3200 tokens=958400 router_gate_avg_ms=0.082 routed_avg_ms=2.763 shared_avg_ms=0.285 all_reduce_avg_ms=0.438 total_avg_ms=3.581
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=3200 tokens=958400 router_gate_avg_ms=0.082 routed_avg_ms=2.775 shared_avg_ms=0.283 all_reduce_avg_ms=0.429 total_avg_ms=3.580
[PROF_MOE_SUMMARY] pid=33749 calls=3280 tokens=958480 router_gate_avg_ms=0.082 routed_avg_ms=2.716 shared_avg_ms=0.282 all_reduce_avg_ms=0.438 total_avg_ms=3.530
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=3280 tokens=958480 router_gate_avg_ms=0.081 routed_avg_ms=2.720 shared_avg_ms=0.279 all_reduce_avg_ms=0.437 total_avg_ms=3.529
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=3280 tokens=958480 router_gate_avg_ms=0.082 routed_avg_ms=2.715 shared_avg_ms=0.284 all_reduce_avg_ms=0.436 total_avg_ms=3.529
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=3280 tokens=958480 router_gate_avg_ms=0.082 routed_avg_ms=2.727 shared_avg_ms=0.282 all_reduce_avg_ms=0.426 total_avg_ms=3.528
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=3360 tokens=958560 router_gate_avg_ms=0.082 routed_avg_ms=2.670 shared_avg_ms=0.283 all_reduce_avg_ms=0.434 total_avg_ms=3.480
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=3360 tokens=958560 router_gate_avg_ms=0.081 routed_avg_ms=2.681 shared_avg_ms=0.281 all_reduce_avg_ms=0.423 total_avg_ms=3.479
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=3360 tokens=958560 router_gate_avg_ms=0.081 routed_avg_ms=2.675 shared_avg_ms=0.278 all_reduce_avg_ms=0.435 total_avg_ms=3.480
[PROF_MOE_SUMMARY] pid=33749 calls=3360 tokens=958560 router_gate_avg_ms=0.082 routed_avg_ms=2.670 shared_avg_ms=0.281 all_reduce_avg_ms=0.436 total_avg_ms=3.480
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=3440 tokens=958640 router_gate_avg_ms=0.080 routed_avg_ms=2.631 shared_avg_ms=0.277 all_reduce_avg_ms=0.433 total_avg_ms=3.433
[PROF_MOE_SUMMARY] pid=33749 calls=3440 tokens=958640 router_gate_avg_ms=0.081 routed_avg_ms=2.627 shared_avg_ms=0.280 all_reduce_avg_ms=0.433 total_avg_ms=3.433
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=3440 tokens=958640 router_gate_avg_ms=0.081 routed_avg_ms=2.626 shared_avg_ms=0.282 all_reduce_avg_ms=0.431 total_avg_ms=3.433
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=3440 tokens=958640 router_gate_avg_ms=0.081 routed_avg_ms=2.638 shared_avg_ms=0.280 all_reduce_avg_ms=0.421 total_avg_ms=3.431
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=3520 tokens=958720 router_gate_avg_ms=0.080 routed_avg_ms=2.589 shared_avg_ms=0.276 all_reduce_avg_ms=0.430 total_avg_ms=3.387
[PROF_MOE_SUMMARY] pid=33749 calls=3520 tokens=958720 router_gate_avg_ms=0.081 routed_avg_ms=2.585 shared_avg_ms=0.279 all_reduce_avg_ms=0.431 total_avg_ms=3.388
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=3520 tokens=958720 router_gate_avg_ms=0.081 routed_avg_ms=2.585 shared_avg_ms=0.281 all_reduce_avg_ms=0.429 total_avg_ms=3.387
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=3520 tokens=958720 router_gate_avg_ms=0.081 routed_avg_ms=2.596 shared_avg_ms=0.279 all_reduce_avg_ms=0.418 total_avg_ms=3.386
[PROF_MOE_SUMMARY] pid=33749 calls=3600 tokens=958800 router_gate_avg_ms=0.081 routed_avg_ms=2.546 shared_avg_ms=0.278 all_reduce_avg_ms=0.428 total_avg_ms=3.344
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=3600 tokens=958800 router_gate_avg_ms=0.081 routed_avg_ms=2.545 shared_avg_ms=0.280 all_reduce_avg_ms=0.426 total_avg_ms=3.344
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=3600 tokens=958800 router_gate_avg_ms=0.081 routed_avg_ms=2.557 shared_avg_ms=0.278 all_reduce_avg_ms=0.416 total_avg_ms=3.342
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=3600 tokens=958800 router_gate_avg_ms=0.080 routed_avg_ms=2.550 shared_avg_ms=0.275 all_reduce_avg_ms=0.428 total_avg_ms=3.344
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=3680 tokens=958880 router_gate_avg_ms=0.079 routed_avg_ms=2.512 shared_avg_ms=0.274 all_reduce_avg_ms=0.425 total_avg_ms=3.302
[PROF_MOE_SUMMARY] pid=33749 calls=3680 tokens=958880 router_gate_avg_ms=0.081 routed_avg_ms=2.508 shared_avg_ms=0.277 all_reduce_avg_ms=0.426 total_avg_ms=3.302
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=3680 tokens=958880 router_gate_avg_ms=0.081 routed_avg_ms=2.507 shared_avg_ms=0.279 all_reduce_avg_ms=0.423 total_avg_ms=3.302
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=3680 tokens=958880 router_gate_avg_ms=0.080 routed_avg_ms=2.518 shared_avg_ms=0.277 all_reduce_avg_ms=0.413 total_avg_ms=3.301
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=3760 tokens=958960 router_gate_avg_ms=0.080 routed_avg_ms=2.482 shared_avg_ms=0.276 all_reduce_avg_ms=0.411 total_avg_ms=3.261
[PROF_MOE_SUMMARY] pid=33749 calls=3760 tokens=958960 router_gate_avg_ms=0.080 routed_avg_ms=2.471 shared_avg_ms=0.276 all_reduce_avg_ms=0.423 total_avg_ms=3.262
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=3760 tokens=958960 router_gate_avg_ms=0.080 routed_avg_ms=2.471 shared_avg_ms=0.278 all_reduce_avg_ms=0.421 total_avg_ms=3.262
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=3760 tokens=958960 router_gate_avg_ms=0.079 routed_avg_ms=2.475 shared_avg_ms=0.273 all_reduce_avg_ms=0.423 total_avg_ms=3.262
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=3840 tokens=959040 router_gate_avg_ms=0.080 routed_avg_ms=2.447 shared_avg_ms=0.275 all_reduce_avg_ms=0.410 total_avg_ms=3.223
[PROF_MOE_SUMMARY] pid=33749 calls=3840 tokens=959040 router_gate_avg_ms=0.080 routed_avg_ms=2.437 shared_avg_ms=0.275 all_reduce_avg_ms=0.422 total_avg_ms=3.225
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=3840 tokens=959040 router_gate_avg_ms=0.079 routed_avg_ms=2.440 shared_avg_ms=0.272 all_reduce_avg_ms=0.421 total_avg_ms=3.224
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=3840 tokens=959040 router_gate_avg_ms=0.080 routed_avg_ms=2.436 shared_avg_ms=0.277 all_reduce_avg_ms=0.419 total_avg_ms=3.224
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=3920 tokens=959120 router_gate_avg_ms=0.080 routed_avg_ms=2.413 shared_avg_ms=0.275 all_reduce_avg_ms=0.408 total_avg_ms=3.187
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=3920 tokens=959120 router_gate_avg_ms=0.079 routed_avg_ms=2.407 shared_avg_ms=0.272 all_reduce_avg_ms=0.419 total_avg_ms=3.188
[PROF_MOE_SUMMARY] pid=33749 calls=3920 tokens=959120 router_gate_avg_ms=0.080 routed_avg_ms=2.403 shared_avg_ms=0.274 all_reduce_avg_ms=0.419 total_avg_ms=3.188
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=3920 tokens=959120 router_gate_avg_ms=0.080 routed_avg_ms=2.403 shared_avg_ms=0.277 all_reduce_avg_ms=0.417 total_avg_ms=3.188
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=4000 tokens=959200 router_gate_avg_ms=0.079 routed_avg_ms=2.381 shared_avg_ms=0.274 all_reduce_avg_ms=0.407 total_avg_ms=3.152
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=4000 tokens=959200 router_gate_avg_ms=0.078 routed_avg_ms=2.375 shared_avg_ms=0.271 all_reduce_avg_ms=0.418 total_avg_ms=3.153
[PROF_MOE_SUMMARY] pid=33749 calls=4000 tokens=959200 router_gate_avg_ms=0.079 routed_avg_ms=2.371 shared_avg_ms=0.274 all_reduce_avg_ms=0.418 total_avg_ms=3.154
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=4000 tokens=959200 router_gate_avg_ms=0.080 routed_avg_ms=2.371 shared_avg_ms=0.276 all_reduce_avg_ms=0.415 total_avg_ms=3.153
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=4080 tokens=959280 router_gate_avg_ms=0.079 routed_avg_ms=2.350 shared_avg_ms=0.273 all_reduce_avg_ms=0.405 total_avg_ms=3.119
[PROF_MOE_SUMMARY] pid=33749 calls=4080 tokens=959280 router_gate_avg_ms=0.079 routed_avg_ms=2.340 shared_avg_ms=0.273 all_reduce_avg_ms=0.417 total_avg_ms=3.121
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=4080 tokens=959280 router_gate_avg_ms=0.078 routed_avg_ms=2.344 shared_avg_ms=0.270 all_reduce_avg_ms=0.416 total_avg_ms=3.120
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=4080 tokens=959280 router_gate_avg_ms=0.080 routed_avg_ms=2.340 shared_avg_ms=0.275 all_reduce_avg_ms=0.413 total_avg_ms=3.120
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=4160 tokens=959360 router_gate_avg_ms=0.079 routed_avg_ms=2.320 shared_avg_ms=0.272 all_reduce_avg_ms=0.404 total_avg_ms=3.087
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=4160 tokens=959360 router_gate_avg_ms=0.078 routed_avg_ms=2.314 shared_avg_ms=0.270 all_reduce_avg_ms=0.415 total_avg_ms=3.088
[PROF_MOE_SUMMARY] pid=33749 calls=4160 tokens=959360 router_gate_avg_ms=0.079 routed_avg_ms=2.311 shared_avg_ms=0.272 all_reduce_avg_ms=0.415 total_avg_ms=3.088
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=4160 tokens=959360 router_gate_avg_ms=0.079 routed_avg_ms=2.311 shared_avg_ms=0.275 all_reduce_avg_ms=0.411 total_avg_ms=3.088
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=4240 tokens=959440 router_gate_avg_ms=0.079 routed_avg_ms=2.292 shared_avg_ms=0.272 all_reduce_avg_ms=0.402 total_avg_ms=3.056
[PROF_MOE_SUMMARY] pid=33749 calls=4240 tokens=959440 router_gate_avg_ms=0.079 routed_avg_ms=2.282 shared_avg_ms=0.272 all_reduce_avg_ms=0.414 total_avg_ms=3.057
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=4240 tokens=959440 router_gate_avg_ms=0.078 routed_avg_ms=2.286 shared_avg_ms=0.269 all_reduce_avg_ms=0.413 total_avg_ms=3.057
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=4240 tokens=959440 router_gate_avg_ms=0.079 routed_avg_ms=2.282 shared_avg_ms=0.274 all_reduce_avg_ms=0.410 total_avg_ms=3.057
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=4320 tokens=959520 router_gate_avg_ms=0.079 routed_avg_ms=2.264 shared_avg_ms=0.271 all_reduce_avg_ms=0.402 total_avg_ms=3.027
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=4320 tokens=959520 router_gate_avg_ms=0.078 routed_avg_ms=2.258 shared_avg_ms=0.268 all_reduce_avg_ms=0.412 total_avg_ms=3.027
[PROF_MOE_SUMMARY] pid=33749 calls=4320 tokens=959520 router_gate_avg_ms=0.079 routed_avg_ms=2.255 shared_avg_ms=0.271 all_reduce_avg_ms=0.412 total_avg_ms=3.028
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=4320 tokens=959520 router_gate_avg_ms=0.079 routed_avg_ms=2.255 shared_avg_ms=0.273 all_reduce_avg_ms=0.408 total_avg_ms=3.027
[PROF_MOE_SUMMARY] pid=33749 calls=4400 tokens=959600 router_gate_avg_ms=0.078 routed_avg_ms=2.228 shared_avg_ms=0.270 all_reduce_avg_ms=0.411 total_avg_ms=2.999
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=4400 tokens=959600 router_gate_avg_ms=0.078 routed_avg_ms=2.232 shared_avg_ms=0.268 all_reduce_avg_ms=0.411 total_avg_ms=2.999
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=4400 tokens=959600 router_gate_avg_ms=0.079 routed_avg_ms=2.229 shared_avg_ms=0.273 all_reduce_avg_ms=0.407 total_avg_ms=2.998
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=4400 tokens=959600 router_gate_avg_ms=0.078 routed_avg_ms=2.237 shared_avg_ms=0.270 all_reduce_avg_ms=0.401 total_avg_ms=2.998
[PROF_MOE_SUMMARY] pid=33749 calls=4480 tokens=959680 router_gate_avg_ms=0.078 routed_avg_ms=2.203 shared_avg_ms=0.270 all_reduce_avg_ms=0.409 total_avg_ms=2.971
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=4480 tokens=959680 router_gate_avg_ms=0.077 routed_avg_ms=2.206 shared_avg_ms=0.267 all_reduce_avg_ms=0.409 total_avg_ms=2.971
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=4480 tokens=959680 router_gate_avg_ms=0.079 routed_avg_ms=2.203 shared_avg_ms=0.272 all_reduce_avg_ms=0.405 total_avg_ms=2.971
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=4480 tokens=959680 router_gate_avg_ms=0.078 routed_avg_ms=2.212 shared_avg_ms=0.270 all_reduce_avg_ms=0.399 total_avg_ms=2.970
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=4560 tokens=959760 router_gate_avg_ms=0.077 routed_avg_ms=2.181 shared_avg_ms=0.266 all_reduce_avg_ms=0.408 total_avg_ms=2.945
[PROF_MOE_SUMMARY] pid=33749 calls=4560 tokens=959760 router_gate_avg_ms=0.078 routed_avg_ms=2.178 shared_avg_ms=0.269 all_reduce_avg_ms=0.408 total_avg_ms=2.945
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=4560 tokens=959760 router_gate_avg_ms=0.078 routed_avg_ms=2.187 shared_avg_ms=0.269 all_reduce_avg_ms=0.398 total_avg_ms=2.944
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=4560 tokens=959760 router_gate_avg_ms=0.079 routed_avg_ms=2.179 shared_avg_ms=0.272 all_reduce_avg_ms=0.404 total_avg_ms=2.944
[PROF_MOE_SUMMARY] pid=33749 calls=4640 tokens=959840 router_gate_avg_ms=0.078 routed_avg_ms=2.154 shared_avg_ms=0.268 all_reduce_avg_ms=0.407 total_avg_ms=2.919
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=4640 tokens=959840 router_gate_avg_ms=0.078 routed_avg_ms=2.155 shared_avg_ms=0.271 all_reduce_avg_ms=0.402 total_avg_ms=2.918
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=4640 tokens=959840 router_gate_avg_ms=0.078 routed_avg_ms=2.164 shared_avg_ms=0.269 all_reduce_avg_ms=0.396 total_avg_ms=2.918
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=4640 tokens=959840 router_gate_avg_ms=0.077 routed_avg_ms=2.157 shared_avg_ms=0.266 all_reduce_avg_ms=0.407 total_avg_ms=2.919
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=4720 tokens=959920 router_gate_avg_ms=0.078 routed_avg_ms=2.140 shared_avg_ms=0.268 all_reduce_avg_ms=0.395 total_avg_ms=2.893
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=4720 tokens=959920 router_gate_avg_ms=0.077 routed_avg_ms=2.134 shared_avg_ms=0.265 all_reduce_avg_ms=0.406 total_avg_ms=2.893
[PROF_MOE_SUMMARY] pid=33749 calls=4720 tokens=959920 router_gate_avg_ms=0.078 routed_avg_ms=2.131 shared_avg_ms=0.268 all_reduce_avg_ms=0.405 total_avg_ms=2.894
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=4720 tokens=959920 router_gate_avg_ms=0.078 routed_avg_ms=2.132 shared_avg_ms=0.271 all_reduce_avg_ms=0.400 total_avg_ms=2.893
[PROF_MOE_SUMMARY] pid=33749 calls=4800 tokens=960000 router_gate_avg_ms=0.077 routed_avg_ms=2.109 shared_avg_ms=0.267 all_reduce_avg_ms=0.404 total_avg_ms=2.870
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=4800 tokens=960000 router_gate_avg_ms=0.078 routed_avg_ms=2.110 shared_avg_ms=0.270 all_reduce_avg_ms=0.399 total_avg_ms=2.869
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=4800 tokens=960000 router_gate_avg_ms=0.077 routed_avg_ms=2.118 shared_avg_ms=0.267 all_reduce_avg_ms=0.394 total_avg_ms=2.869
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=4800 tokens=960000 router_gate_avg_ms=0.077 routed_avg_ms=2.113 shared_avg_ms=0.265 all_reduce_avg_ms=0.404 total_avg_ms=2.869
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=4880 tokens=960080 router_gate_avg_ms=0.078 routed_avg_ms=2.089 shared_avg_ms=0.269 all_reduce_avg_ms=0.398 total_avg_ms=2.846
[PROF_MOE_SUMMARY] pid=33749 calls=4880 tokens=960080 router_gate_avg_ms=0.077 routed_avg_ms=2.088 shared_avg_ms=0.267 all_reduce_avg_ms=0.403 total_avg_ms=2.847
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=4880 tokens=960080 router_gate_avg_ms=0.077 routed_avg_ms=2.097 shared_avg_ms=0.267 all_reduce_avg_ms=0.393 total_avg_ms=2.846
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=4880 tokens=960080 router_gate_avg_ms=0.077 routed_avg_ms=2.091 shared_avg_ms=0.264 all_reduce_avg_ms=0.403 total_avg_ms=2.846
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=4960 tokens=960160 router_gate_avg_ms=0.078 routed_avg_ms=2.068 shared_avg_ms=0.269 all_reduce_avg_ms=0.397 total_avg_ms=2.823
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=4960 tokens=960160 router_gate_avg_ms=0.077 routed_avg_ms=2.076 shared_avg_ms=0.267 all_reduce_avg_ms=0.392 total_avg_ms=2.823
[PROF_MOE_SUMMARY] pid=33749 calls=4960 tokens=960160 router_gate_avg_ms=0.077 routed_avg_ms=2.067 shared_avg_ms=0.267 all_reduce_avg_ms=0.402 total_avg_ms=2.824
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=4960 tokens=960160 router_gate_avg_ms=0.076 routed_avg_ms=2.070 shared_avg_ms=0.264 all_reduce_avg_ms=0.402 total_avg_ms=2.824
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=5040 tokens=960240 router_gate_avg_ms=0.078 routed_avg_ms=2.048 shared_avg_ms=0.269 all_reduce_avg_ms=0.396 total_avg_ms=2.801
[PROF_MOE_SUMMARY] pid=33749 calls=5040 tokens=960240 router_gate_avg_ms=0.077 routed_avg_ms=2.047 shared_avg_ms=0.266 all_reduce_avg_ms=0.400 total_avg_ms=2.802
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=5040 tokens=960240 router_gate_avg_ms=0.077 routed_avg_ms=2.056 shared_avg_ms=0.266 all_reduce_avg_ms=0.391 total_avg_ms=2.801
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=5040 tokens=960240 router_gate_avg_ms=0.076 routed_avg_ms=2.050 shared_avg_ms=0.263 all_reduce_avg_ms=0.400 total_avg_ms=2.802
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=5120 tokens=960320 router_gate_avg_ms=0.077 routed_avg_ms=2.028 shared_avg_ms=0.268 all_reduce_avg_ms=0.394 total_avg_ms=2.780
[PROF_MOE_SUMMARY] pid=33749 calls=5120 tokens=960320 router_gate_avg_ms=0.077 routed_avg_ms=2.028 shared_avg_ms=0.266 all_reduce_avg_ms=0.399 total_avg_ms=2.781
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=5120 tokens=960320 router_gate_avg_ms=0.076 routed_avg_ms=2.031 shared_avg_ms=0.263 all_reduce_avg_ms=0.399 total_avg_ms=2.780
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=5120 tokens=960320 router_gate_avg_ms=0.077 routed_avg_ms=2.036 shared_avg_ms=0.266 all_reduce_avg_ms=0.390 total_avg_ms=2.780
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=5200 tokens=960400 router_gate_avg_ms=0.077 routed_avg_ms=2.017 shared_avg_ms=0.265 all_reduce_avg_ms=0.389 total_avg_ms=2.759
[PROF_MOE_SUMMARY] pid=33749 calls=5200 tokens=960400 router_gate_avg_ms=0.077 routed_avg_ms=2.009 shared_avg_ms=0.265 all_reduce_avg_ms=0.398 total_avg_ms=2.760
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=5200 tokens=960400 router_gate_avg_ms=0.076 routed_avg_ms=2.012 shared_avg_ms=0.263 all_reduce_avg_ms=0.398 total_avg_ms=2.760
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=5200 tokens=960400 router_gate_avg_ms=0.077 routed_avg_ms=2.009 shared_avg_ms=0.268 all_reduce_avg_ms=0.393 total_avg_ms=2.759
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=5280 tokens=960480 router_gate_avg_ms=0.077 routed_avg_ms=1.999 shared_avg_ms=0.265 all_reduce_avg_ms=0.389 total_avg_ms=2.740
[PROF_MOE_SUMMARY] pid=33749 calls=5280 tokens=960480 router_gate_avg_ms=0.076 routed_avg_ms=1.990 shared_avg_ms=0.265 all_reduce_avg_ms=0.397 total_avg_ms=2.740
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=5280 tokens=960480 router_gate_avg_ms=0.076 routed_avg_ms=1.994 shared_avg_ms=0.262 all_reduce_avg_ms=0.397 total_avg_ms=2.740
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=5280 tokens=960480 router_gate_avg_ms=0.077 routed_avg_ms=1.991 shared_avg_ms=0.267 all_reduce_avg_ms=0.392 total_avg_ms=2.739
[PROF_MOE_SUMMARY] pid=33749 calls=5360 tokens=960560 router_gate_avg_ms=0.076 routed_avg_ms=1.973 shared_avg_ms=0.265 all_reduce_avg_ms=0.396 total_avg_ms=2.721
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=5360 tokens=960560 router_gate_avg_ms=0.077 routed_avg_ms=1.973 shared_avg_ms=0.267 all_reduce_avg_ms=0.391 total_avg_ms=2.720
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=5360 tokens=960560 router_gate_avg_ms=0.076 routed_avg_ms=1.981 shared_avg_ms=0.264 all_reduce_avg_ms=0.388 total_avg_ms=2.720
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=5360 tokens=960560 router_gate_avg_ms=0.076 routed_avg_ms=1.976 shared_avg_ms=0.262 all_reduce_avg_ms=0.396 total_avg_ms=2.721
[PROF_MOE_SUMMARY] pid=33749 calls=5440 tokens=960640 router_gate_avg_ms=0.076 routed_avg_ms=1.955 shared_avg_ms=0.264 all_reduce_avg_ms=0.395 total_avg_ms=2.702
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=5440 tokens=960640 router_gate_avg_ms=0.077 routed_avg_ms=1.956 shared_avg_ms=0.267 all_reduce_avg_ms=0.390 total_avg_ms=2.701
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=5440 tokens=960640 router_gate_avg_ms=0.076 routed_avg_ms=1.963 shared_avg_ms=0.264 all_reduce_avg_ms=0.387 total_avg_ms=2.702
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=5440 tokens=960640 router_gate_avg_ms=0.076 routed_avg_ms=1.959 shared_avg_ms=0.262 all_reduce_avg_ms=0.394 total_avg_ms=2.702
[PROF_MOE_SUMMARY] pid=33749 calls=5520 tokens=960720 router_gate_avg_ms=0.076 routed_avg_ms=1.939 shared_avg_ms=0.264 all_reduce_avg_ms=0.394 total_avg_ms=2.684
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=5520 tokens=960720 router_gate_avg_ms=0.077 routed_avg_ms=1.939 shared_avg_ms=0.266 all_reduce_avg_ms=0.389 total_avg_ms=2.683
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=5520 tokens=960720 router_gate_avg_ms=0.076 routed_avg_ms=1.946 shared_avg_ms=0.263 all_reduce_avg_ms=0.387 total_avg_ms=2.684
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=5520 tokens=960720 router_gate_avg_ms=0.076 routed_avg_ms=1.942 shared_avg_ms=0.261 all_reduce_avg_ms=0.393 total_avg_ms=2.684
[PROF_MOE_SUMMARY] pid=33749 calls=5600 tokens=960800 router_gate_avg_ms=0.076 routed_avg_ms=1.922 shared_avg_ms=0.263 all_reduce_avg_ms=0.393 total_avg_ms=2.666
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=5600 tokens=960800 router_gate_avg_ms=0.076 routed_avg_ms=1.930 shared_avg_ms=0.263 all_reduce_avg_ms=0.386 total_avg_ms=2.666
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=5600 tokens=960800 router_gate_avg_ms=0.077 routed_avg_ms=1.923 shared_avg_ms=0.266 all_reduce_avg_ms=0.388 total_avg_ms=2.665
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=5600 tokens=960800 router_gate_avg_ms=0.076 routed_avg_ms=1.926 shared_avg_ms=0.261 all_reduce_avg_ms=0.392 total_avg_ms=2.666
[PROF_MOE_SUMMARY] pid=33749 calls=5680 tokens=960880 router_gate_avg_ms=0.076 routed_avg_ms=1.907 shared_avg_ms=0.263 all_reduce_avg_ms=0.392 total_avg_ms=2.649
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=5680 tokens=960880 router_gate_avg_ms=0.076 routed_avg_ms=1.914 shared_avg_ms=0.263 all_reduce_avg_ms=0.385 total_avg_ms=2.649
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=5680 tokens=960880 router_gate_avg_ms=0.075 routed_avg_ms=1.910 shared_avg_ms=0.260 all_reduce_avg_ms=0.391 total_avg_ms=2.649
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=5680 tokens=960880 router_gate_avg_ms=0.077 routed_avg_ms=1.907 shared_avg_ms=0.265 all_reduce_avg_ms=0.388 total_avg_ms=2.648
[PROF_MOE_SUMMARY] pid=33749 calls=5760 tokens=960960 router_gate_avg_ms=0.076 routed_avg_ms=1.891 shared_avg_ms=0.263 all_reduce_avg_ms=0.392 total_avg_ms=2.633
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=5760 tokens=960960 router_gate_avg_ms=0.075 routed_avg_ms=1.895 shared_avg_ms=0.260 all_reduce_avg_ms=0.391 total_avg_ms=2.632
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=5760 tokens=960960 router_gate_avg_ms=0.076 routed_avg_ms=1.899 shared_avg_ms=0.262 all_reduce_avg_ms=0.384 total_avg_ms=2.632
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=5760 tokens=960960 router_gate_avg_ms=0.076 routed_avg_ms=1.892 shared_avg_ms=0.265 all_reduce_avg_ms=0.387 total_avg_ms=2.632
[PROF_MOE_SUMMARY] pid=33749 calls=5840 tokens=961040 router_gate_avg_ms=0.076 routed_avg_ms=1.876 shared_avg_ms=0.262 all_reduce_avg_ms=0.391 total_avg_ms=2.616
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=5840 tokens=961040 router_gate_avg_ms=0.076 routed_avg_ms=1.877 shared_avg_ms=0.265 all_reduce_avg_ms=0.386 total_avg_ms=2.615
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=5840 tokens=961040 router_gate_avg_ms=0.076 routed_avg_ms=1.884 shared_avg_ms=0.262 all_reduce_avg_ms=0.383 total_avg_ms=2.616
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=5840 tokens=961040 router_gate_avg_ms=0.075 routed_avg_ms=1.880 shared_avg_ms=0.260 all_reduce_avg_ms=0.390 total_avg_ms=2.616
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=5920 tokens=961120 router_gate_avg_ms=0.076 routed_avg_ms=1.869 shared_avg_ms=0.261 all_reduce_avg_ms=0.383 total_avg_ms=2.600
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=5920 tokens=961120 router_gate_avg_ms=0.075 routed_avg_ms=1.865 shared_avg_ms=0.259 all_reduce_avg_ms=0.389 total_avg_ms=2.600
[PROF_MOE_SUMMARY] pid=33749 calls=5920 tokens=961120 router_gate_avg_ms=0.075 routed_avg_ms=1.862 shared_avg_ms=0.262 all_reduce_avg_ms=0.390 total_avg_ms=2.600
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=5920 tokens=961120 router_gate_avg_ms=0.076 routed_avg_ms=1.863 shared_avg_ms=0.264 all_reduce_avg_ms=0.385 total_avg_ms=2.600
[PROF_MOE_SUMMARY] pid=33749 calls=6000 tokens=961200 router_gate_avg_ms=0.075 routed_avg_ms=1.847 shared_avg_ms=0.261 all_reduce_avg_ms=0.389 total_avg_ms=2.585
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=6000 tokens=961200 router_gate_avg_ms=0.076 routed_avg_ms=1.848 shared_avg_ms=0.264 all_reduce_avg_ms=0.384 total_avg_ms=2.584
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=6000 tokens=961200 router_gate_avg_ms=0.075 routed_avg_ms=1.855 shared_avg_ms=0.261 all_reduce_avg_ms=0.382 total_avg_ms=2.584
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=6000 tokens=961200 router_gate_avg_ms=0.075 routed_avg_ms=1.851 shared_avg_ms=0.259 all_reduce_avg_ms=0.388 total_avg_ms=2.584
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=6080 tokens=961280 router_gate_avg_ms=0.075 routed_avg_ms=1.841 shared_avg_ms=0.261 all_reduce_avg_ms=0.381 total_avg_ms=2.569
[PROF_MOE_SUMMARY] pid=33749 calls=6080 tokens=961280 router_gate_avg_ms=0.075 routed_avg_ms=1.834 shared_avg_ms=0.261 all_reduce_avg_ms=0.388 total_avg_ms=2.569
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=6080 tokens=961280 router_gate_avg_ms=0.075 routed_avg_ms=1.838 shared_avg_ms=0.259 all_reduce_avg_ms=0.387 total_avg_ms=2.569
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=6080 tokens=961280 router_gate_avg_ms=0.076 routed_avg_ms=1.835 shared_avg_ms=0.264 all_reduce_avg_ms=0.383 total_avg_ms=2.569
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=6160 tokens=961360 router_gate_avg_ms=0.075 routed_avg_ms=1.827 shared_avg_ms=0.260 all_reduce_avg_ms=0.380 total_avg_ms=2.554
[PROF_MOE_SUMMARY] pid=33749 calls=6160 tokens=961360 router_gate_avg_ms=0.075 routed_avg_ms=1.820 shared_avg_ms=0.261 all_reduce_avg_ms=0.387 total_avg_ms=2.555
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=6160 tokens=961360 router_gate_avg_ms=0.075 routed_avg_ms=1.824 shared_avg_ms=0.258 all_reduce_avg_ms=0.386 total_avg_ms=2.554
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=6160 tokens=961360 router_gate_avg_ms=0.076 routed_avg_ms=1.821 shared_avg_ms=0.263 all_reduce_avg_ms=0.382 total_avg_ms=2.554
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=6240 tokens=961440 router_gate_avg_ms=0.075 routed_avg_ms=1.811 shared_avg_ms=0.258 all_reduce_avg_ms=0.385 total_avg_ms=2.540
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=6240 tokens=961440 router_gate_avg_ms=0.075 routed_avg_ms=1.814 shared_avg_ms=0.260 all_reduce_avg_ms=0.380 total_avg_ms=2.540
[PROF_MOE_SUMMARY] pid=33749 calls=6240 tokens=961440 router_gate_avg_ms=0.075 routed_avg_ms=1.807 shared_avg_ms=0.260 all_reduce_avg_ms=0.387 total_avg_ms=2.541
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=6240 tokens=961440 router_gate_avg_ms=0.076 routed_avg_ms=1.808 shared_avg_ms=0.263 all_reduce_avg_ms=0.381 total_avg_ms=2.540
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=6320 tokens=961520 router_gate_avg_ms=0.076 routed_avg_ms=1.795 shared_avg_ms=0.263 all_reduce_avg_ms=0.380 total_avg_ms=2.526
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=6320 tokens=961520 router_gate_avg_ms=0.075 routed_avg_ms=1.801 shared_avg_ms=0.259 all_reduce_avg_ms=0.379 total_avg_ms=2.526
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=6320 tokens=961520 router_gate_avg_ms=0.075 routed_avg_ms=1.798 shared_avg_ms=0.258 all_reduce_avg_ms=0.384 total_avg_ms=2.526
[PROF_MOE_SUMMARY] pid=33749 calls=6320 tokens=961520 router_gate_avg_ms=0.075 routed_avg_ms=1.794 shared_avg_ms=0.260 all_reduce_avg_ms=0.386 total_avg_ms=2.527
[PROF_MOE_SUMMARY] pid=33749 calls=6400 tokens=961600 router_gate_avg_ms=0.075 routed_avg_ms=1.782 shared_avg_ms=0.260 all_reduce_avg_ms=0.385 total_avg_ms=2.513
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=6400 tokens=961600 router_gate_avg_ms=0.075 routed_avg_ms=1.789 shared_avg_ms=0.259 all_reduce_avg_ms=0.379 total_avg_ms=2.513
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=6400 tokens=961600 router_gate_avg_ms=0.075 routed_avg_ms=1.786 shared_avg_ms=0.257 all_reduce_avg_ms=0.383 total_avg_ms=2.512
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=6400 tokens=961600 router_gate_avg_ms=0.076 routed_avg_ms=1.783 shared_avg_ms=0.262 all_reduce_avg_ms=0.380 total_avg_ms=2.512
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=6480 tokens=961680 router_gate_avg_ms=0.074 routed_avg_ms=1.774 shared_avg_ms=0.257 all_reduce_avg_ms=0.383 total_avg_ms=2.499
[PROF_MOE_SUMMARY] pid=33749 calls=6480 tokens=961680 router_gate_avg_ms=0.075 routed_avg_ms=1.770 shared_avg_ms=0.259 all_reduce_avg_ms=0.384 total_avg_ms=2.500
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=6480 tokens=961680 router_gate_avg_ms=0.076 routed_avg_ms=1.771 shared_avg_ms=0.262 all_reduce_avg_ms=0.379 total_avg_ms=2.499
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=6480 tokens=961680 router_gate_avg_ms=0.075 routed_avg_ms=1.777 shared_avg_ms=0.259 all_reduce_avg_ms=0.378 total_avg_ms=2.500
[PROF_MOE_SUMMARY] pid=33749 calls=6560 tokens=961760 router_gate_avg_ms=0.075 routed_avg_ms=1.758 shared_avg_ms=0.259 all_reduce_avg_ms=0.384 total_avg_ms=2.487
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=6560 tokens=961760 router_gate_avg_ms=0.074 routed_avg_ms=1.762 shared_avg_ms=0.257 all_reduce_avg_ms=0.382 total_avg_ms=2.487
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=6560 tokens=961760 router_gate_avg_ms=0.076 routed_avg_ms=1.759 shared_avg_ms=0.262 all_reduce_avg_ms=0.379 total_avg_ms=2.487
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=6560 tokens=961760 router_gate_avg_ms=0.075 routed_avg_ms=1.765 shared_avg_ms=0.259 all_reduce_avg_ms=0.378 total_avg_ms=2.487
[PROF_MOE_SUMMARY] pid=33749 calls=6640 tokens=961840 router_gate_avg_ms=0.075 routed_avg_ms=1.747 shared_avg_ms=0.259 all_reduce_avg_ms=0.385 total_avg_ms=2.476
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=6640 tokens=961840 router_gate_avg_ms=0.075 routed_avg_ms=1.753 shared_avg_ms=0.259 all_reduce_avg_ms=0.378 total_avg_ms=2.476
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=6640 tokens=961840 router_gate_avg_ms=0.074 routed_avg_ms=1.751 shared_avg_ms=0.257 all_reduce_avg_ms=0.382 total_avg_ms=2.475
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=6640 tokens=961840 router_gate_avg_ms=0.076 routed_avg_ms=1.748 shared_avg_ms=0.262 all_reduce_avg_ms=0.379 total_avg_ms=2.476
[PROF_MOE_SUMMARY] pid=33749 calls=6720 tokens=961920 router_gate_avg_ms=0.074 routed_avg_ms=1.735 shared_avg_ms=0.259 all_reduce_avg_ms=0.384 total_avg_ms=2.464
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=6720 tokens=961920 router_gate_avg_ms=0.075 routed_avg_ms=1.737 shared_avg_ms=0.261 all_reduce_avg_ms=0.379 total_avg_ms=2.464
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=6720 tokens=961920 router_gate_avg_ms=0.075 routed_avg_ms=1.742 shared_avg_ms=0.259 all_reduce_avg_ms=0.377 total_avg_ms=2.464
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=6720 tokens=961920 router_gate_avg_ms=0.074 routed_avg_ms=1.739 shared_avg_ms=0.257 all_reduce_avg_ms=0.381 total_avg_ms=2.463
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=6800 tokens=962000 router_gate_avg_ms=0.075 routed_avg_ms=1.725 shared_avg_ms=0.261 all_reduce_avg_ms=0.378 total_avg_ms=2.451
[PROF_MOE_SUMMARY] pid=33749 calls=6800 tokens=962000 router_gate_avg_ms=0.074 routed_avg_ms=1.724 shared_avg_ms=0.259 all_reduce_avg_ms=0.383 total_avg_ms=2.452
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=6800 tokens=962000 router_gate_avg_ms=0.075 routed_avg_ms=1.731 shared_avg_ms=0.258 all_reduce_avg_ms=0.377 total_avg_ms=2.452
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=6800 tokens=962000 router_gate_avg_ms=0.074 routed_avg_ms=1.728 shared_avg_ms=0.256 all_reduce_avg_ms=0.381 total_avg_ms=2.451
[PROF_MOE_SUMMARY] pid=33749 calls=6880 tokens=962080 router_gate_avg_ms=0.074 routed_avg_ms=1.714 shared_avg_ms=0.258 all_reduce_avg_ms=0.382 total_avg_ms=2.440
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=6880 tokens=962080 router_gate_avg_ms=0.074 routed_avg_ms=1.720 shared_avg_ms=0.258 all_reduce_avg_ms=0.376 total_avg_ms=2.440
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=6880 tokens=962080 router_gate_avg_ms=0.074 routed_avg_ms=1.718 shared_avg_ms=0.256 all_reduce_avg_ms=0.380 total_avg_ms=2.439
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=6880 tokens=962080 router_gate_avg_ms=0.075 routed_avg_ms=1.715 shared_avg_ms=0.261 all_reduce_avg_ms=0.377 total_avg_ms=2.440
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=6960 tokens=962160 router_gate_avg_ms=0.074 routed_avg_ms=1.710 shared_avg_ms=0.258 all_reduce_avg_ms=0.376 total_avg_ms=2.429
[PROF_MOE_SUMMARY] pid=33749 calls=6960 tokens=962160 router_gate_avg_ms=0.074 routed_avg_ms=1.703 shared_avg_ms=0.258 all_reduce_avg_ms=0.381 total_avg_ms=2.428
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=6960 tokens=962160 router_gate_avg_ms=0.074 routed_avg_ms=1.707 shared_avg_ms=0.256 all_reduce_avg_ms=0.379 total_avg_ms=2.428
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=6960 tokens=962160 router_gate_avg_ms=0.075 routed_avg_ms=1.704 shared_avg_ms=0.261 all_reduce_avg_ms=0.377 total_avg_ms=2.428
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=7040 tokens=962240 router_gate_avg_ms=0.074 routed_avg_ms=1.699 shared_avg_ms=0.257 all_reduce_avg_ms=0.376 total_avg_ms=2.418
[PROF_MOE_SUMMARY] pid=33749 calls=7040 tokens=962240 router_gate_avg_ms=0.074 routed_avg_ms=1.693 shared_avg_ms=0.258 all_reduce_avg_ms=0.381 total_avg_ms=2.418
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=7040 tokens=962240 router_gate_avg_ms=0.074 routed_avg_ms=1.697 shared_avg_ms=0.256 all_reduce_avg_ms=0.379 total_avg_ms=2.417
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=7040 tokens=962240 router_gate_avg_ms=0.075 routed_avg_ms=1.694 shared_avg_ms=0.260 all_reduce_avg_ms=0.376 total_avg_ms=2.417
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=7120 tokens=962320 router_gate_avg_ms=0.074 routed_avg_ms=1.689 shared_avg_ms=0.257 all_reduce_avg_ms=0.376 total_avg_ms=2.407
[PROF_MOE_SUMMARY] pid=33749 calls=7120 tokens=962320 router_gate_avg_ms=0.074 routed_avg_ms=1.683 shared_avg_ms=0.258 all_reduce_avg_ms=0.381 total_avg_ms=2.407
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=7120 tokens=962320 router_gate_avg_ms=0.074 routed_avg_ms=1.687 shared_avg_ms=0.255 all_reduce_avg_ms=0.378 total_avg_ms=2.406
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=7120 tokens=962320 router_gate_avg_ms=0.075 routed_avg_ms=1.684 shared_avg_ms=0.260 all_reduce_avg_ms=0.375 total_avg_ms=2.406
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=7200 tokens=962400 router_gate_avg_ms=0.074 routed_avg_ms=1.679 shared_avg_ms=0.257 all_reduce_avg_ms=0.375 total_avg_ms=2.397
[PROF_MOE_SUMMARY] pid=33749 calls=7200 tokens=962400 router_gate_avg_ms=0.074 routed_avg_ms=1.673 shared_avg_ms=0.258 all_reduce_avg_ms=0.380 total_avg_ms=2.396
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=7200 tokens=962400 router_gate_avg_ms=0.075 routed_avg_ms=1.674 shared_avg_ms=0.260 all_reduce_avg_ms=0.375 total_avg_ms=2.396
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=7200 tokens=962400 router_gate_avg_ms=0.074 routed_avg_ms=1.677 shared_avg_ms=0.255 all_reduce_avg_ms=0.378 total_avg_ms=2.395
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=7280 tokens=962480 router_gate_avg_ms=0.074 routed_avg_ms=1.669 shared_avg_ms=0.256 all_reduce_avg_ms=0.375 total_avg_ms=2.386
[PROF_MOE_SUMMARY] pid=33749 calls=7280 tokens=962480 router_gate_avg_ms=0.074 routed_avg_ms=1.664 shared_avg_ms=0.257 all_reduce_avg_ms=0.379 total_avg_ms=2.386
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=7280 tokens=962480 router_gate_avg_ms=0.075 routed_avg_ms=1.665 shared_avg_ms=0.260 all_reduce_avg_ms=0.374 total_avg_ms=2.385
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=7280 tokens=962480 router_gate_avg_ms=0.074 routed_avg_ms=1.668 shared_avg_ms=0.255 all_reduce_avg_ms=0.377 total_avg_ms=2.385
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=7360 tokens=962560 router_gate_avg_ms=0.075 routed_avg_ms=1.655 shared_avg_ms=0.260 all_reduce_avg_ms=0.374 total_avg_ms=2.375
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=7360 tokens=962560 router_gate_avg_ms=0.074 routed_avg_ms=1.660 shared_avg_ms=0.256 all_reduce_avg_ms=0.375 total_avg_ms=2.376
[PROF_MOE_SUMMARY] pid=33749 calls=7360 tokens=962560 router_gate_avg_ms=0.074 routed_avg_ms=1.654 shared_avg_ms=0.257 all_reduce_avg_ms=0.379 total_avg_ms=2.375
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=7360 tokens=962560 router_gate_avg_ms=0.074 routed_avg_ms=1.658 shared_avg_ms=0.255 all_reduce_avg_ms=0.377 total_avg_ms=2.375
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=7440 tokens=962640 router_gate_avg_ms=0.074 routed_avg_ms=1.651 shared_avg_ms=0.256 all_reduce_avg_ms=0.375 total_avg_ms=2.367
[PROF_MOE_SUMMARY] pid=33749 calls=7440 tokens=962640 router_gate_avg_ms=0.074 routed_avg_ms=1.645 shared_avg_ms=0.257 all_reduce_avg_ms=0.379 total_avg_ms=2.366
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=7440 tokens=962640 router_gate_avg_ms=0.074 routed_avg_ms=1.649 shared_avg_ms=0.255 all_reduce_avg_ms=0.376 total_avg_ms=2.365
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=7440 tokens=962640 router_gate_avg_ms=0.075 routed_avg_ms=1.646 shared_avg_ms=0.259 all_reduce_avg_ms=0.373 total_avg_ms=2.365
[PROF_MOE_SUMMARY] pid=33749 calls=7520 tokens=962720 router_gate_avg_ms=0.074 routed_avg_ms=1.636 shared_avg_ms=0.257 all_reduce_avg_ms=0.378 total_avg_ms=2.356
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=7520 tokens=962720 router_gate_avg_ms=0.074 routed_avg_ms=1.642 shared_avg_ms=0.256 all_reduce_avg_ms=0.375 total_avg_ms=2.357
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=7520 tokens=962720 router_gate_avg_ms=0.074 routed_avg_ms=1.640 shared_avg_ms=0.254 all_reduce_avg_ms=0.376 total_avg_ms=2.355
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=7520 tokens=962720 router_gate_avg_ms=0.075 routed_avg_ms=1.637 shared_avg_ms=0.259 all_reduce_avg_ms=0.373 total_avg_ms=2.356
[PROF_MOE_SUMMARY] pid=33749 calls=7600 tokens=962800 router_gate_avg_ms=0.074 routed_avg_ms=1.627 shared_avg_ms=0.257 all_reduce_avg_ms=0.377 total_avg_ms=2.347
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=7600 tokens=962800 router_gate_avg_ms=0.074 routed_avg_ms=1.631 shared_avg_ms=0.254 all_reduce_avg_ms=0.375 total_avg_ms=2.346
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=7600 tokens=962800 router_gate_avg_ms=0.075 routed_avg_ms=1.629 shared_avg_ms=0.259 all_reduce_avg_ms=0.372 total_avg_ms=2.346
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=7600 tokens=962800 router_gate_avg_ms=0.074 routed_avg_ms=1.633 shared_avg_ms=0.255 all_reduce_avg_ms=0.374 total_avg_ms=2.348
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=7680 tokens=962880 router_gate_avg_ms=0.075 routed_avg_ms=1.620 shared_avg_ms=0.259 all_reduce_avg_ms=0.372 total_avg_ms=2.337
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=7680 tokens=962880 router_gate_avg_ms=0.074 routed_avg_ms=1.624 shared_avg_ms=0.255 all_reduce_avg_ms=0.374 total_avg_ms=2.338
[PROF_MOE_SUMMARY] pid=33749 calls=7680 tokens=962880 router_gate_avg_ms=0.074 routed_avg_ms=1.619 shared_avg_ms=0.256 all_reduce_avg_ms=0.377 total_avg_ms=2.337
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=7680 tokens=962880 router_gate_avg_ms=0.074 routed_avg_ms=1.623 shared_avg_ms=0.254 all_reduce_avg_ms=0.375 total_avg_ms=2.337
[PROF_MOE_SUMMARY] pid=33749 calls=7760 tokens=962960 router_gate_avg_ms=0.073 routed_avg_ms=1.610 shared_avg_ms=0.256 all_reduce_avg_ms=0.376 total_avg_ms=2.328
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=7760 tokens=962960 router_gate_avg_ms=0.075 routed_avg_ms=1.611 shared_avg_ms=0.259 all_reduce_avg_ms=0.372 total_avg_ms=2.328
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=7760 tokens=962960 router_gate_avg_ms=0.074 routed_avg_ms=1.614 shared_avg_ms=0.254 all_reduce_avg_ms=0.375 total_avg_ms=2.327
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=7760 tokens=962960 router_gate_avg_ms=0.074 routed_avg_ms=1.616 shared_avg_ms=0.255 all_reduce_avg_ms=0.373 total_avg_ms=2.329
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=7840 tokens=963040 router_gate_avg_ms=0.075 routed_avg_ms=1.603 shared_avg_ms=0.258 all_reduce_avg_ms=0.372 total_avg_ms=2.319
[PROF_MOE_SUMMARY] pid=33749 calls=7840 tokens=963040 router_gate_avg_ms=0.073 routed_avg_ms=1.602 shared_avg_ms=0.256 all_reduce_avg_ms=0.376 total_avg_ms=2.319
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=7840 tokens=963040 router_gate_avg_ms=0.073 routed_avg_ms=1.606 shared_avg_ms=0.254 all_reduce_avg_ms=0.374 total_avg_ms=2.318
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=7840 tokens=963040 router_gate_avg_ms=0.074 routed_avg_ms=1.608 shared_avg_ms=0.255 all_reduce_avg_ms=0.373 total_avg_ms=2.320
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=7920 tokens=963120 router_gate_avg_ms=0.074 routed_avg_ms=1.595 shared_avg_ms=0.258 all_reduce_avg_ms=0.371 total_avg_ms=2.310
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=7920 tokens=963120 router_gate_avg_ms=0.074 routed_avg_ms=1.599 shared_avg_ms=0.255 all_reduce_avg_ms=0.372 total_avg_ms=2.311
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=7920 tokens=963120 router_gate_avg_ms=0.073 routed_avg_ms=1.598 shared_avg_ms=0.253 all_reduce_avg_ms=0.374 total_avg_ms=2.310
[PROF_MOE_SUMMARY] pid=33749 calls=7920 tokens=963120 router_gate_avg_ms=0.073 routed_avg_ms=1.594 shared_avg_ms=0.256 all_reduce_avg_ms=0.375 total_avg_ms=2.310
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=8000 tokens=963200 router_gate_avg_ms=0.074 routed_avg_ms=1.587 shared_avg_ms=0.258 all_reduce_avg_ms=0.371 total_avg_ms=2.302
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=8000 tokens=963200 router_gate_avg_ms=0.073 routed_avg_ms=1.591 shared_avg_ms=0.254 all_reduce_avg_ms=0.372 total_avg_ms=2.303
[PROF_MOE_SUMMARY] pid=33749 calls=8000 tokens=963200 router_gate_avg_ms=0.073 routed_avg_ms=1.586 shared_avg_ms=0.256 all_reduce_avg_ms=0.375 total_avg_ms=2.302
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=8000 tokens=963200 router_gate_avg_ms=0.073 routed_avg_ms=1.590 shared_avg_ms=0.253 all_reduce_avg_ms=0.373 total_avg_ms=2.301
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=8080 tokens=963280 router_gate_avg_ms=0.074 routed_avg_ms=1.579 shared_avg_ms=0.258 all_reduce_avg_ms=0.371 total_avg_ms=2.293
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=8080 tokens=963280 router_gate_avg_ms=0.073 routed_avg_ms=1.584 shared_avg_ms=0.254 all_reduce_avg_ms=0.372 total_avg_ms=2.294
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=8080 tokens=963280 router_gate_avg_ms=0.073 routed_avg_ms=1.582 shared_avg_ms=0.253 all_reduce_avg_ms=0.373 total_avg_ms=2.293
[PROF_MOE_SUMMARY] pid=33749 calls=8080 tokens=963280 router_gate_avg_ms=0.073 routed_avg_ms=1.578 shared_avg_ms=0.256 all_reduce_avg_ms=0.374 total_avg_ms=2.293
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=8160 tokens=963360 router_gate_avg_ms=0.074 routed_avg_ms=1.571 shared_avg_ms=0.257 all_reduce_avg_ms=0.371 total_avg_ms=2.285
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=8160 tokens=963360 router_gate_avg_ms=0.073 routed_avg_ms=1.576 shared_avg_ms=0.254 all_reduce_avg_ms=0.371 total_avg_ms=2.286
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=8160 tokens=963360 router_gate_avg_ms=0.073 routed_avg_ms=1.574 shared_avg_ms=0.253 all_reduce_avg_ms=0.373 total_avg_ms=2.284
[PROF_MOE_SUMMARY] pid=33749 calls=8160 tokens=963360 router_gate_avg_ms=0.073 routed_avg_ms=1.571 shared_avg_ms=0.255 all_reduce_avg_ms=0.374 total_avg_ms=2.285
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=8240 tokens=963440 router_gate_avg_ms=0.074 routed_avg_ms=1.564 shared_avg_ms=0.257 all_reduce_avg_ms=0.370 total_avg_ms=2.277
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=8240 tokens=963440 router_gate_avg_ms=0.073 routed_avg_ms=1.568 shared_avg_ms=0.254 all_reduce_avg_ms=0.371 total_avg_ms=2.278
[PROF_MOE_SUMMARY] pid=33749 calls=8240 tokens=963440 router_gate_avg_ms=0.073 routed_avg_ms=1.563 shared_avg_ms=0.255 all_reduce_avg_ms=0.373 total_avg_ms=2.277
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=8240 tokens=963440 router_gate_avg_ms=0.073 routed_avg_ms=1.567 shared_avg_ms=0.253 all_reduce_avg_ms=0.372 total_avg_ms=2.276
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=8320 tokens=963520 router_gate_avg_ms=0.073 routed_avg_ms=1.560 shared_avg_ms=0.252 all_reduce_avg_ms=0.372 total_avg_ms=2.268
[PROF_MOE_SUMMARY] pid=33749 calls=8320 tokens=963520 router_gate_avg_ms=0.073 routed_avg_ms=1.556 shared_avg_ms=0.255 all_reduce_avg_ms=0.373 total_avg_ms=2.269
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=8320 tokens=963520 router_gate_avg_ms=0.074 routed_avg_ms=1.556 shared_avg_ms=0.257 all_reduce_avg_ms=0.370 total_avg_ms=2.269
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=8320 tokens=963520 router_gate_avg_ms=0.073 routed_avg_ms=1.561 shared_avg_ms=0.254 all_reduce_avg_ms=0.370 total_avg_ms=2.270
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=8400 tokens=963600 router_gate_avg_ms=0.073 routed_avg_ms=1.552 shared_avg_ms=0.252 all_reduce_avg_ms=0.372 total_avg_ms=2.261
[PROF_MOE_SUMMARY] pid=33749 calls=8400 tokens=963600 router_gate_avg_ms=0.073 routed_avg_ms=1.549 shared_avg_ms=0.255 all_reduce_avg_ms=0.372 total_avg_ms=2.261
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=8400 tokens=963600 router_gate_avg_ms=0.074 routed_avg_ms=1.549 shared_avg_ms=0.257 all_reduce_avg_ms=0.370 total_avg_ms=2.261
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=8400 tokens=963600 router_gate_avg_ms=0.073 routed_avg_ms=1.554 shared_avg_ms=0.254 all_reduce_avg_ms=0.370 total_avg_ms=2.262
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=8480 tokens=963680 router_gate_avg_ms=0.073 routed_avg_ms=1.545 shared_avg_ms=0.252 all_reduce_avg_ms=0.372 total_avg_ms=2.253
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=8480 tokens=963680 router_gate_avg_ms=0.074 routed_avg_ms=1.542 shared_avg_ms=0.257 all_reduce_avg_ms=0.370 total_avg_ms=2.254
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=8480 tokens=963680 router_gate_avg_ms=0.073 routed_avg_ms=1.547 shared_avg_ms=0.254 all_reduce_avg_ms=0.370 total_avg_ms=2.255
[PROF_MOE_SUMMARY] pid=33749 calls=8480 tokens=963680 router_gate_avg_ms=0.073 routed_avg_ms=1.542 shared_avg_ms=0.255 all_reduce_avg_ms=0.372 total_avg_ms=2.254
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=8560 tokens=963760 router_gate_avg_ms=0.074 routed_avg_ms=1.535 shared_avg_ms=0.256 all_reduce_avg_ms=0.370 total_avg_ms=2.247
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=8560 tokens=963760 router_gate_avg_ms=0.073 routed_avg_ms=1.540 shared_avg_ms=0.253 all_reduce_avg_ms=0.369 total_avg_ms=2.247
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=8560 tokens=963760 router_gate_avg_ms=0.073 routed_avg_ms=1.538 shared_avg_ms=0.252 all_reduce_avg_ms=0.372 total_avg_ms=2.246
[PROF_MOE_SUMMARY] pid=33749 calls=8560 tokens=963760 router_gate_avg_ms=0.073 routed_avg_ms=1.535 shared_avg_ms=0.255 all_reduce_avg_ms=0.372 total_avg_ms=2.246
[PROF_MOE_SUMMARY] pid=33749 calls=8640 tokens=963840 router_gate_avg_ms=0.073 routed_avg_ms=1.528 shared_avg_ms=0.255 all_reduce_avg_ms=0.371 total_avg_ms=2.239
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=8640 tokens=963840 router_gate_avg_ms=0.073 routed_avg_ms=1.531 shared_avg_ms=0.252 all_reduce_avg_ms=0.371 total_avg_ms=2.239
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=8640 tokens=963840 router_gate_avg_ms=0.074 routed_avg_ms=1.528 shared_avg_ms=0.256 all_reduce_avg_ms=0.370 total_avg_ms=2.239
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=8640 tokens=963840 router_gate_avg_ms=0.073 routed_avg_ms=1.533 shared_avg_ms=0.253 all_reduce_avg_ms=0.369 total_avg_ms=2.240
[PROF_MOE_SUMMARY] pid=33749 calls=8720 tokens=963920 router_gate_avg_ms=0.073 routed_avg_ms=1.521 shared_avg_ms=0.254 all_reduce_avg_ms=0.371 total_avg_ms=2.232
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=8720 tokens=963920 router_gate_avg_ms=0.074 routed_avg_ms=1.522 shared_avg_ms=0.256 all_reduce_avg_ms=0.369 total_avg_ms=2.232
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=8720 tokens=963920 router_gate_avg_ms=0.073 routed_avg_ms=1.525 shared_avg_ms=0.252 all_reduce_avg_ms=0.371 total_avg_ms=2.232
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=8720 tokens=963920 router_gate_avg_ms=0.073 routed_avg_ms=1.527 shared_avg_ms=0.253 all_reduce_avg_ms=0.368 total_avg_ms=2.233
[PROF_MOE_SUMMARY] pid=33749 calls=8800 tokens=964000 router_gate_avg_ms=0.073 routed_avg_ms=1.515 shared_avg_ms=0.254 all_reduce_avg_ms=0.371 total_avg_ms=2.225
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=8800 tokens=964000 router_gate_avg_ms=0.073 routed_avg_ms=1.518 shared_avg_ms=0.252 all_reduce_avg_ms=0.371 total_avg_ms=2.225
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=8800 tokens=964000 router_gate_avg_ms=0.074 routed_avg_ms=1.515 shared_avg_ms=0.256 all_reduce_avg_ms=0.369 total_avg_ms=2.225
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=8800 tokens=964000 router_gate_avg_ms=0.073 routed_avg_ms=1.520 shared_avg_ms=0.253 all_reduce_avg_ms=0.368 total_avg_ms=2.226
[PROF_MOE_SUMMARY] pid=33749 calls=8880 tokens=964080 router_gate_avg_ms=0.073 routed_avg_ms=1.509 shared_avg_ms=0.254 all_reduce_avg_ms=0.370 total_avg_ms=2.218
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=8880 tokens=964080 router_gate_avg_ms=0.073 routed_avg_ms=1.512 shared_avg_ms=0.251 all_reduce_avg_ms=0.371 total_avg_ms=2.218
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=8880 tokens=964080 router_gate_avg_ms=0.074 routed_avg_ms=1.508 shared_avg_ms=0.256 all_reduce_avg_ms=0.369 total_avg_ms=2.218
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=8880 tokens=964080 router_gate_avg_ms=0.073 routed_avg_ms=1.514 shared_avg_ms=0.253 all_reduce_avg_ms=0.367 total_avg_ms=2.219
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=8960 tokens=964160 router_gate_avg_ms=0.074 routed_avg_ms=1.502 shared_avg_ms=0.255 all_reduce_avg_ms=0.369 total_avg_ms=2.212
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=8960 tokens=964160 router_gate_avg_ms=0.073 routed_avg_ms=1.508 shared_avg_ms=0.253 all_reduce_avg_ms=0.367 total_avg_ms=2.212
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=8960 tokens=964160 router_gate_avg_ms=0.073 routed_avg_ms=1.505 shared_avg_ms=0.251 all_reduce_avg_ms=0.371 total_avg_ms=2.211
[PROF_MOE_SUMMARY] pid=33749 calls=8960 tokens=964160 router_gate_avg_ms=0.073 routed_avg_ms=1.502 shared_avg_ms=0.254 all_reduce_avg_ms=0.370 total_avg_ms=2.211
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=9040 tokens=964240 router_gate_avg_ms=0.073 routed_avg_ms=1.501 shared_avg_ms=0.253 all_reduce_avg_ms=0.367 total_avg_ms=2.205
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=9040 tokens=964240 router_gate_avg_ms=0.073 routed_avg_ms=1.499 shared_avg_ms=0.251 all_reduce_avg_ms=0.370 total_avg_ms=2.205
[PROF_MOE_SUMMARY] pid=33749 calls=9040 tokens=964240 router_gate_avg_ms=0.073 routed_avg_ms=1.496 shared_avg_ms=0.254 all_reduce_avg_ms=0.370 total_avg_ms=2.204
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=9040 tokens=964240 router_gate_avg_ms=0.074 routed_avg_ms=1.496 shared_avg_ms=0.255 all_reduce_avg_ms=0.369 total_avg_ms=2.205
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=9120 tokens=964320 router_gate_avg_ms=0.074 routed_avg_ms=1.490 shared_avg_ms=0.255 all_reduce_avg_ms=0.369 total_avg_ms=2.199
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=9120 tokens=964320 router_gate_avg_ms=0.073 routed_avg_ms=1.495 shared_avg_ms=0.253 all_reduce_avg_ms=0.367 total_avg_ms=2.199
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=9120 tokens=964320 router_gate_avg_ms=0.073 routed_avg_ms=1.493 shared_avg_ms=0.251 all_reduce_avg_ms=0.370 total_avg_ms=2.198
[PROF_MOE_SUMMARY] pid=33749 calls=9120 tokens=964320 router_gate_avg_ms=0.073 routed_avg_ms=1.490 shared_avg_ms=0.254 all_reduce_avg_ms=0.369 total_avg_ms=2.198
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=9200 tokens=964400 router_gate_avg_ms=0.074 routed_avg_ms=1.484 shared_avg_ms=0.255 all_reduce_avg_ms=0.369 total_avg_ms=2.192
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=9200 tokens=964400 router_gate_avg_ms=0.073 routed_avg_ms=1.489 shared_avg_ms=0.253 all_reduce_avg_ms=0.366 total_avg_ms=2.193
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=9200 tokens=964400 router_gate_avg_ms=0.073 routed_avg_ms=1.487 shared_avg_ms=0.251 all_reduce_avg_ms=0.370 total_avg_ms=2.192
[PROF_MOE_SUMMARY] pid=33749 calls=9200 tokens=964400 router_gate_avg_ms=0.073 routed_avg_ms=1.484 shared_avg_ms=0.254 all_reduce_avg_ms=0.369 total_avg_ms=2.191
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=9280 tokens=964480 router_gate_avg_ms=0.074 routed_avg_ms=1.478 shared_avg_ms=0.255 all_reduce_avg_ms=0.369 total_avg_ms=2.186
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=9280 tokens=964480 router_gate_avg_ms=0.073 routed_avg_ms=1.483 shared_avg_ms=0.252 all_reduce_avg_ms=0.366 total_avg_ms=2.186
[PROF_MOE_SUMMARY] pid=33749 calls=9280 tokens=964480 router_gate_avg_ms=0.073 routed_avg_ms=1.478 shared_avg_ms=0.254 all_reduce_avg_ms=0.368 total_avg_ms=2.185
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=9280 tokens=964480 router_gate_avg_ms=0.073 routed_avg_ms=1.481 shared_avg_ms=0.251 all_reduce_avg_ms=0.370 total_avg_ms=2.186
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=9360 tokens=964560 router_gate_avg_ms=0.074 routed_avg_ms=1.472 shared_avg_ms=0.255 all_reduce_avg_ms=0.368 total_avg_ms=2.180
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=9360 tokens=964560 router_gate_avg_ms=0.073 routed_avg_ms=1.478 shared_avg_ms=0.252 all_reduce_avg_ms=0.366 total_avg_ms=2.180
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=9360 tokens=964560 router_gate_avg_ms=0.073 routed_avg_ms=1.475 shared_avg_ms=0.251 all_reduce_avg_ms=0.370 total_avg_ms=2.179
[PROF_MOE_SUMMARY] pid=33749 calls=9360 tokens=964560 router_gate_avg_ms=0.073 routed_avg_ms=1.473 shared_avg_ms=0.254 all_reduce_avg_ms=0.368 total_avg_ms=2.179
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=9440 tokens=964640 router_gate_avg_ms=0.073 routed_avg_ms=1.466 shared_avg_ms=0.254 all_reduce_avg_ms=0.368 total_avg_ms=2.174
[PROF_MOE_SUMMARY] pid=33749 calls=9440 tokens=964640 router_gate_avg_ms=0.073 routed_avg_ms=1.467 shared_avg_ms=0.254 all_reduce_avg_ms=0.368 total_avg_ms=2.173
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=9440 tokens=964640 router_gate_avg_ms=0.073 routed_avg_ms=1.472 shared_avg_ms=0.252 all_reduce_avg_ms=0.366 total_avg_ms=2.174
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=9440 tokens=964640 router_gate_avg_ms=0.073 routed_avg_ms=1.470 shared_avg_ms=0.250 all_reduce_avg_ms=0.369 total_avg_ms=2.173
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=9520 tokens=964720 router_gate_avg_ms=0.073 routed_avg_ms=1.461 shared_avg_ms=0.254 all_reduce_avg_ms=0.368 total_avg_ms=2.168
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=9520 tokens=964720 router_gate_avg_ms=0.073 routed_avg_ms=1.466 shared_avg_ms=0.252 all_reduce_avg_ms=0.366 total_avg_ms=2.168
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=9520 tokens=964720 router_gate_avg_ms=0.073 routed_avg_ms=1.464 shared_avg_ms=0.250 all_reduce_avg_ms=0.369 total_avg_ms=2.168
[PROF_MOE_SUMMARY] pid=33749 calls=9520 tokens=964720 router_gate_avg_ms=0.073 routed_avg_ms=1.462 shared_avg_ms=0.254 all_reduce_avg_ms=0.367 total_avg_ms=2.167
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=9600 tokens=964800 router_gate_avg_ms=0.073 routed_avg_ms=1.455 shared_avg_ms=0.254 all_reduce_avg_ms=0.368 total_avg_ms=2.162
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=9600 tokens=964800 router_gate_avg_ms=0.073 routed_avg_ms=1.461 shared_avg_ms=0.252 all_reduce_avg_ms=0.366 total_avg_ms=2.163
[PROF_MOE_SUMMARY] pid=33749 calls=9600 tokens=964800 router_gate_avg_ms=0.073 routed_avg_ms=1.456 shared_avg_ms=0.254 all_reduce_avg_ms=0.367 total_avg_ms=2.161
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=9600 tokens=964800 router_gate_avg_ms=0.073 routed_avg_ms=1.459 shared_avg_ms=0.250 all_reduce_avg_ms=0.369 total_avg_ms=2.162
[PROF_MOE_SUMMARY] pid=33749 calls=9680 tokens=964880 router_gate_avg_ms=0.073 routed_avg_ms=1.451 shared_avg_ms=0.253 all_reduce_avg_ms=0.367 total_avg_ms=2.156
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=9680 tokens=964880 router_gate_avg_ms=0.073 routed_avg_ms=1.453 shared_avg_ms=0.250 all_reduce_avg_ms=0.369 total_avg_ms=2.156
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=9680 tokens=964880 router_gate_avg_ms=0.073 routed_avg_ms=1.450 shared_avg_ms=0.254 all_reduce_avg_ms=0.368 total_avg_ms=2.157
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=9680 tokens=964880 router_gate_avg_ms=0.073 routed_avg_ms=1.455 shared_avg_ms=0.252 all_reduce_avg_ms=0.365 total_avg_ms=2.157
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=9760 tokens=964960 router_gate_avg_ms=0.072 routed_avg_ms=1.448 shared_avg_ms=0.250 all_reduce_avg_ms=0.369 total_avg_ms=2.151
[PROF_MOE_SUMMARY] pid=33749 calls=9760 tokens=964960 router_gate_avg_ms=0.073 routed_avg_ms=1.445 shared_avg_ms=0.253 all_reduce_avg_ms=0.367 total_avg_ms=2.150
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=9760 tokens=964960 router_gate_avg_ms=0.073 routed_avg_ms=1.444 shared_avg_ms=0.254 all_reduce_avg_ms=0.368 total_avg_ms=2.151
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=9760 tokens=964960 router_gate_avg_ms=0.073 routed_avg_ms=1.450 shared_avg_ms=0.252 all_reduce_avg_ms=0.365 total_avg_ms=2.151
[PROF_MOE_SUMMARY] pid=33749 calls=9840 tokens=965040 router_gate_avg_ms=0.073 routed_avg_ms=1.440 shared_avg_ms=0.253 all_reduce_avg_ms=0.367 total_avg_ms=2.144
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=9840 tokens=965040 router_gate_avg_ms=0.072 routed_avg_ms=1.443 shared_avg_ms=0.250 all_reduce_avg_ms=0.369 total_avg_ms=2.145
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=9840 tokens=965040 router_gate_avg_ms=0.073 routed_avg_ms=1.439 shared_avg_ms=0.254 all_reduce_avg_ms=0.368 total_avg_ms=2.146
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=9840 tokens=965040 router_gate_avg_ms=0.073 routed_avg_ms=1.445 shared_avg_ms=0.252 all_reduce_avg_ms=0.365 total_avg_ms=2.146
[PROF_MOE_SUMMARY] pid=33749 calls=9920 tokens=965120 router_gate_avg_ms=0.073 routed_avg_ms=1.435 shared_avg_ms=0.253 all_reduce_avg_ms=0.367 total_avg_ms=2.139
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=9920 tokens=965120 router_gate_avg_ms=0.072 routed_avg_ms=1.438 shared_avg_ms=0.250 all_reduce_avg_ms=0.369 total_avg_ms=2.140
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=9920 tokens=965120 router_gate_avg_ms=0.073 routed_avg_ms=1.434 shared_avg_ms=0.254 all_reduce_avg_ms=0.367 total_avg_ms=2.140
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=9920 tokens=965120 router_gate_avg_ms=0.073 routed_avg_ms=1.440 shared_avg_ms=0.252 all_reduce_avg_ms=0.364 total_avg_ms=2.140
[PROF_MOE_SUMMARY] pid=33749 calls=10000 tokens=965200 router_gate_avg_ms=0.073 routed_avg_ms=1.430 shared_avg_ms=0.253 all_reduce_avg_ms=0.367 total_avg_ms=2.135
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=10000 tokens=965200 router_gate_avg_ms=0.073 routed_avg_ms=1.435 shared_avg_ms=0.252 all_reduce_avg_ms=0.364 total_avg_ms=2.135
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=10000 tokens=965200 router_gate_avg_ms=0.072 routed_avg_ms=1.433 shared_avg_ms=0.250 all_reduce_avg_ms=0.369 total_avg_ms=2.135
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=10000 tokens=965200 router_gate_avg_ms=0.073 routed_avg_ms=1.429 shared_avg_ms=0.254 all_reduce_avg_ms=0.368 total_avg_ms=2.136
[PROF_MOE_SUMMARY] pid=33749 calls=10080 tokens=965280 router_gate_avg_ms=0.073 routed_avg_ms=1.425 shared_avg_ms=0.253 all_reduce_avg_ms=0.367 total_avg_ms=2.130
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=10080 tokens=965280 router_gate_avg_ms=0.073 routed_avg_ms=1.424 shared_avg_ms=0.254 all_reduce_avg_ms=0.368 total_avg_ms=2.131
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=10080 tokens=965280 router_gate_avg_ms=0.072 routed_avg_ms=1.428 shared_avg_ms=0.250 all_reduce_avg_ms=0.369 total_avg_ms=2.130
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=10080 tokens=965280 router_gate_avg_ms=0.073 routed_avg_ms=1.430 shared_avg_ms=0.252 all_reduce_avg_ms=0.364 total_avg_ms=2.130
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=10160 tokens=965360 router_gate_avg_ms=0.072 routed_avg_ms=1.423 shared_avg_ms=0.250 all_reduce_avg_ms=0.369 total_avg_ms=2.126
[PROF_MOE_SUMMARY] pid=33749 calls=10160 tokens=965360 router_gate_avg_ms=0.073 routed_avg_ms=1.420 shared_avg_ms=0.253 all_reduce_avg_ms=0.368 total_avg_ms=2.125
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=10160 tokens=965360 router_gate_avg_ms=0.073 routed_avg_ms=1.426 shared_avg_ms=0.252 all_reduce_avg_ms=0.364 total_avg_ms=2.126
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=10160 tokens=965360 router_gate_avg_ms=0.073 routed_avg_ms=1.420 shared_avg_ms=0.254 all_reduce_avg_ms=0.367 total_avg_ms=2.126
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=10240 tokens=965440 router_gate_avg_ms=0.072 routed_avg_ms=1.418 shared_avg_ms=0.250 all_reduce_avg_ms=0.369 total_avg_ms=2.121
[PROF_MOE_SUMMARY] pid=33749 calls=10240 tokens=965440 router_gate_avg_ms=0.073 routed_avg_ms=1.415 shared_avg_ms=0.253 all_reduce_avg_ms=0.368 total_avg_ms=2.121
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=10240 tokens=965440 router_gate_avg_ms=0.073 routed_avg_ms=1.421 shared_avg_ms=0.252 all_reduce_avg_ms=0.364 total_avg_ms=2.121
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=10240 tokens=965440 router_gate_avg_ms=0.073 routed_avg_ms=1.415 shared_avg_ms=0.254 all_reduce_avg_ms=0.367 total_avg_ms=2.121
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=10320 tokens=1321320 router_gate_avg_ms=0.074 routed_avg_ms=1.664 shared_avg_ms=0.255 all_reduce_avg_ms=0.380 total_avg_ms=2.384
[PROF_MOE_SUMMARY] pid=33749 calls=10320 tokens=1321320 router_gate_avg_ms=0.075 routed_avg_ms=1.660 shared_avg_ms=0.258 all_reduce_avg_ms=0.378 total_avg_ms=2.383
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=10320 tokens=1321320 router_gate_avg_ms=0.075 routed_avg_ms=1.666 shared_avg_ms=0.257 all_reduce_avg_ms=0.374 total_avg_ms=2.384
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=10320 tokens=1321320 router_gate_avg_ms=0.075 routed_avg_ms=1.660 shared_avg_ms=0.260 all_reduce_avg_ms=0.378 total_avg_ms=2.384
[PROF_MOE_SUMMARY] pid=33749 calls=10400 tokens=2033040 router_gate_avg_ms=0.078 routed_avg_ms=2.134 shared_avg_ms=0.269 all_reduce_avg_ms=0.400 total_avg_ms=2.891
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=10400 tokens=2033040 router_gate_avg_ms=0.078 routed_avg_ms=2.141 shared_avg_ms=0.268 all_reduce_avg_ms=0.395 total_avg_ms=2.893
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=10400 tokens=2033040 router_gate_avg_ms=0.078 routed_avg_ms=2.133 shared_avg_ms=0.270 all_reduce_avg_ms=0.400 total_avg_ms=2.893
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=10400 tokens=2033040 router_gate_avg_ms=0.077 routed_avg_ms=2.138 shared_avg_ms=0.265 all_reduce_avg_ms=0.401 total_avg_ms=2.892
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=10480 tokens=2033120 router_gate_avg_ms=0.078 routed_avg_ms=2.123 shared_avg_ms=0.270 all_reduce_avg_ms=0.400 total_avg_ms=2.882
[PROF_MOE_SUMMARY] pid=33749 calls=10480 tokens=2033120 router_gate_avg_ms=0.077 routed_avg_ms=2.124 shared_avg_ms=0.269 all_reduce_avg_ms=0.399 total_avg_ms=2.881
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=10480 tokens=2033120 router_gate_avg_ms=0.077 routed_avg_ms=2.128 shared_avg_ms=0.265 all_reduce_avg_ms=0.401 total_avg_ms=2.882
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=10480 tokens=2033120 router_gate_avg_ms=0.077 routed_avg_ms=2.131 shared_avg_ms=0.268 all_reduce_avg_ms=0.395 total_avg_ms=2.882
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=10560 tokens=2033200 router_gate_avg_ms=0.077 routed_avg_ms=2.120 shared_avg_ms=0.267 all_reduce_avg_ms=0.395 total_avg_ms=2.871
[PROF_MOE_SUMMARY] pid=33749 calls=10560 tokens=2033200 router_gate_avg_ms=0.077 routed_avg_ms=2.114 shared_avg_ms=0.268 all_reduce_avg_ms=0.399 total_avg_ms=2.870
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=10560 tokens=2033200 router_gate_avg_ms=0.077 routed_avg_ms=2.118 shared_avg_ms=0.265 all_reduce_avg_ms=0.400 total_avg_ms=2.871
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=10560 tokens=2033200 router_gate_avg_ms=0.078 routed_avg_ms=2.113 shared_avg_ms=0.270 all_reduce_avg_ms=0.399 total_avg_ms=2.871
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=10640 tokens=2033280 router_gate_avg_ms=0.078 routed_avg_ms=2.103 shared_avg_ms=0.269 all_reduce_avg_ms=0.399 total_avg_ms=2.861
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=10640 tokens=2033280 router_gate_avg_ms=0.077 routed_avg_ms=2.110 shared_avg_ms=0.267 all_reduce_avg_ms=0.395 total_avg_ms=2.861
[PROF_MOE_SUMMARY] pid=33749 calls=10640 tokens=2033280 router_gate_avg_ms=0.077 routed_avg_ms=2.104 shared_avg_ms=0.268 all_reduce_avg_ms=0.398 total_avg_ms=2.859
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=10640 tokens=2033280 router_gate_avg_ms=0.077 routed_avg_ms=2.108 shared_avg_ms=0.265 all_reduce_avg_ms=0.400 total_avg_ms=2.861
[PROF_MOE_SUMMARY] pid=33749 calls=10720 tokens=2033360 router_gate_avg_ms=0.077 routed_avg_ms=2.094 shared_avg_ms=0.268 all_reduce_avg_ms=0.398 total_avg_ms=2.849
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=10720 tokens=2033360 router_gate_avg_ms=0.077 routed_avg_ms=2.098 shared_avg_ms=0.265 all_reduce_avg_ms=0.400 total_avg_ms=2.851
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=10720 tokens=2033360 router_gate_avg_ms=0.078 routed_avg_ms=2.093 shared_avg_ms=0.269 all_reduce_avg_ms=0.399 total_avg_ms=2.851
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=10720 tokens=2033360 router_gate_avg_ms=0.077 routed_avg_ms=2.101 shared_avg_ms=0.267 all_reduce_avg_ms=0.395 total_avg_ms=2.851
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=10800 tokens=2033440 router_gate_avg_ms=0.078 routed_avg_ms=2.084 shared_avg_ms=0.269 all_reduce_avg_ms=0.398 total_avg_ms=2.840
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=10800 tokens=2033440 router_gate_avg_ms=0.077 routed_avg_ms=2.091 shared_avg_ms=0.267 all_reduce_avg_ms=0.394 total_avg_ms=2.841
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=10800 tokens=2033440 router_gate_avg_ms=0.077 routed_avg_ms=2.088 shared_avg_ms=0.265 all_reduce_avg_ms=0.399 total_avg_ms=2.840
[PROF_MOE_SUMMARY] pid=33749 calls=10800 tokens=2033440 router_gate_avg_ms=0.077 routed_avg_ms=2.085 shared_avg_ms=0.268 all_reduce_avg_ms=0.398 total_avg_ms=2.839
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=10880 tokens=2033520 router_gate_avg_ms=0.077 routed_avg_ms=2.079 shared_avg_ms=0.264 all_reduce_avg_ms=0.399 total_avg_ms=2.830
[PROF_MOE_SUMMARY] pid=33749 calls=10880 tokens=2033520 router_gate_avg_ms=0.077 routed_avg_ms=2.075 shared_avg_ms=0.268 all_reduce_avg_ms=0.397 total_avg_ms=2.829
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=10880 tokens=2033520 router_gate_avg_ms=0.078 routed_avg_ms=2.074 shared_avg_ms=0.269 all_reduce_avg_ms=0.398 total_avg_ms=2.830
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=10880 tokens=2033520 router_gate_avg_ms=0.077 routed_avg_ms=2.082 shared_avg_ms=0.267 all_reduce_avg_ms=0.394 total_avg_ms=2.831
[PROF_MOE_SUMMARY] pid=33749 calls=10960 tokens=2033600 router_gate_avg_ms=0.077 routed_avg_ms=2.066 shared_avg_ms=0.268 all_reduce_avg_ms=0.396 total_avg_ms=2.819
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=10960 tokens=2033600 router_gate_avg_ms=0.078 routed_avg_ms=2.065 shared_avg_ms=0.269 all_reduce_avg_ms=0.398 total_avg_ms=2.820
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=10960 tokens=2033600 router_gate_avg_ms=0.077 routed_avg_ms=2.072 shared_avg_ms=0.266 all_reduce_avg_ms=0.394 total_avg_ms=2.821
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=10960 tokens=2033600 router_gate_avg_ms=0.077 routed_avg_ms=2.070 shared_avg_ms=0.264 all_reduce_avg_ms=0.399 total_avg_ms=2.820
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=11040 tokens=2033680 router_gate_avg_ms=0.078 routed_avg_ms=2.056 shared_avg_ms=0.268 all_reduce_avg_ms=0.397 total_avg_ms=2.810
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=11040 tokens=2033680 router_gate_avg_ms=0.077 routed_avg_ms=2.063 shared_avg_ms=0.266 all_reduce_avg_ms=0.393 total_avg_ms=2.811
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=11040 tokens=2033680 router_gate_avg_ms=0.077 routed_avg_ms=2.060 shared_avg_ms=0.264 all_reduce_avg_ms=0.398 total_avg_ms=2.810
[PROF_MOE_SUMMARY] pid=33749 calls=11040 tokens=2033680 router_gate_avg_ms=0.077 routed_avg_ms=2.057 shared_avg_ms=0.268 all_reduce_avg_ms=0.396 total_avg_ms=2.809
[PROF_MOE_SUMMARY] pid=33749 calls=11120 tokens=2033760 router_gate_avg_ms=0.077 routed_avg_ms=2.048 shared_avg_ms=0.267 all_reduce_avg_ms=0.395 total_avg_ms=2.799
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=11120 tokens=2033760 router_gate_avg_ms=0.077 routed_avg_ms=2.051 shared_avg_ms=0.264 all_reduce_avg_ms=0.398 total_avg_ms=2.801
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=11120 tokens=2033760 router_gate_avg_ms=0.077 routed_avg_ms=2.046 shared_avg_ms=0.268 all_reduce_avg_ms=0.397 total_avg_ms=2.801
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=11120 tokens=2033760 router_gate_avg_ms=0.077 routed_avg_ms=2.054 shared_avg_ms=0.266 all_reduce_avg_ms=0.393 total_avg_ms=2.801
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=11200 tokens=2033840 router_gate_avg_ms=0.076 routed_avg_ms=2.042 shared_avg_ms=0.264 all_reduce_avg_ms=0.397 total_avg_ms=2.791
[PROF_MOE_SUMMARY] pid=33749 calls=11200 tokens=2033840 router_gate_avg_ms=0.077 routed_avg_ms=2.039 shared_avg_ms=0.267 all_reduce_avg_ms=0.395 total_avg_ms=2.790
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=11200 tokens=2033840 router_gate_avg_ms=0.077 routed_avg_ms=2.037 shared_avg_ms=0.268 all_reduce_avg_ms=0.397 total_avg_ms=2.791
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=11200 tokens=2033840 router_gate_avg_ms=0.077 routed_avg_ms=2.045 shared_avg_ms=0.266 all_reduce_avg_ms=0.393 total_avg_ms=2.791
[PROF_MOE_SUMMARY] pid=33749 calls=11280 tokens=2033920 router_gate_avg_ms=0.077 routed_avg_ms=2.030 shared_avg_ms=0.267 all_reduce_avg_ms=0.395 total_avg_ms=2.780
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=11280 tokens=2033920 router_gate_avg_ms=0.076 routed_avg_ms=2.034 shared_avg_ms=0.263 all_reduce_avg_ms=0.397 total_avg_ms=2.782
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=11280 tokens=2033920 router_gate_avg_ms=0.077 routed_avg_ms=2.029 shared_avg_ms=0.268 all_reduce_avg_ms=0.397 total_avg_ms=2.782
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=11280 tokens=2033920 router_gate_avg_ms=0.077 routed_avg_ms=2.036 shared_avg_ms=0.266 all_reduce_avg_ms=0.392 total_avg_ms=2.782
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=11360 tokens=2034000 router_gate_avg_ms=0.077 routed_avg_ms=2.020 shared_avg_ms=0.268 all_reduce_avg_ms=0.396 total_avg_ms=2.773
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=11360 tokens=2034000 router_gate_avg_ms=0.077 routed_avg_ms=2.027 shared_avg_ms=0.265 all_reduce_avg_ms=0.392 total_avg_ms=2.773
[PROF_MOE_SUMMARY] pid=33749 calls=11360 tokens=2034000 router_gate_avg_ms=0.077 routed_avg_ms=2.021 shared_avg_ms=0.267 all_reduce_avg_ms=0.394 total_avg_ms=2.771
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=11360 tokens=2034000 router_gate_avg_ms=0.076 routed_avg_ms=2.025 shared_avg_ms=0.263 all_reduce_avg_ms=0.397 total_avg_ms=2.772
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=11440 tokens=2034080 router_gate_avg_ms=0.077 routed_avg_ms=2.019 shared_avg_ms=0.265 all_reduce_avg_ms=0.391 total_avg_ms=2.764
[PROF_MOE_SUMMARY] pid=33749 calls=11440 tokens=2034080 router_gate_avg_ms=0.077 routed_avg_ms=2.013 shared_avg_ms=0.267 all_reduce_avg_ms=0.394 total_avg_ms=2.762
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=11440 tokens=2034080 router_gate_avg_ms=0.076 routed_avg_ms=2.016 shared_avg_ms=0.263 all_reduce_avg_ms=0.396 total_avg_ms=2.763
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=11440 tokens=2034080 router_gate_avg_ms=0.077 routed_avg_ms=2.012 shared_avg_ms=0.268 all_reduce_avg_ms=0.396 total_avg_ms=2.763
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=11520 tokens=2034160 router_gate_avg_ms=0.077 routed_avg_ms=2.003 shared_avg_ms=0.267 all_reduce_avg_ms=0.395 total_avg_ms=2.754
[PROF_MOE_SUMMARY] pid=33749 calls=11520 tokens=2034160 router_gate_avg_ms=0.077 routed_avg_ms=2.004 shared_avg_ms=0.266 all_reduce_avg_ms=0.394 total_avg_ms=2.753
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=11520 tokens=2034160 router_gate_avg_ms=0.077 routed_avg_ms=2.010 shared_avg_ms=0.265 all_reduce_avg_ms=0.391 total_avg_ms=2.754
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=11520 tokens=2034160 router_gate_avg_ms=0.076 routed_avg_ms=2.008 shared_avg_ms=0.263 all_reduce_avg_ms=0.396 total_avg_ms=2.754
[PROF_MOE_SUMMARY] pid=33749 calls=11600 tokens=2034240 router_gate_avg_ms=0.077 routed_avg_ms=1.996 shared_avg_ms=0.266 all_reduce_avg_ms=0.393 total_avg_ms=2.744
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=11600 tokens=2034240 router_gate_avg_ms=0.077 routed_avg_ms=2.002 shared_avg_ms=0.265 all_reduce_avg_ms=0.391 total_avg_ms=2.745
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=11600 tokens=2034240 router_gate_avg_ms=0.077 routed_avg_ms=1.995 shared_avg_ms=0.267 all_reduce_avg_ms=0.395 total_avg_ms=2.745
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=11600 tokens=2034240 router_gate_avg_ms=0.076 routed_avg_ms=1.999 shared_avg_ms=0.263 all_reduce_avg_ms=0.396 total_avg_ms=2.745
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=11680 tokens=2034320 router_gate_avg_ms=0.076 routed_avg_ms=1.991 shared_avg_ms=0.262 all_reduce_avg_ms=0.395 total_avg_ms=2.736
[PROF_MOE_SUMMARY] pid=33749 calls=11680 tokens=2034320 router_gate_avg_ms=0.077 routed_avg_ms=1.988 shared_avg_ms=0.266 all_reduce_avg_ms=0.393 total_avg_ms=2.735
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=11680 tokens=2034320 router_gate_avg_ms=0.077 routed_avg_ms=1.986 shared_avg_ms=0.267 all_reduce_avg_ms=0.395 total_avg_ms=2.736
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=11680 tokens=2034320 router_gate_avg_ms=0.077 routed_avg_ms=1.994 shared_avg_ms=0.265 all_reduce_avg_ms=0.390 total_avg_ms=2.737
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=11760 tokens=2034400 router_gate_avg_ms=0.077 routed_avg_ms=1.978 shared_avg_ms=0.267 all_reduce_avg_ms=0.394 total_avg_ms=2.728
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=11760 tokens=2034400 router_gate_avg_ms=0.077 routed_avg_ms=1.986 shared_avg_ms=0.264 all_reduce_avg_ms=0.390 total_avg_ms=2.728
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=11760 tokens=2034400 router_gate_avg_ms=0.076 routed_avg_ms=1.983 shared_avg_ms=0.262 all_reduce_avg_ms=0.395 total_avg_ms=2.728
[PROF_MOE_SUMMARY] pid=33749 calls=11760 tokens=2034400 router_gate_avg_ms=0.077 routed_avg_ms=1.980 shared_avg_ms=0.266 all_reduce_avg_ms=0.392 total_avg_ms=2.726
[PROF_MOE_SUMMARY] pid=33749 calls=11840 tokens=2034480 router_gate_avg_ms=0.077 routed_avg_ms=1.972 shared_avg_ms=0.266 all_reduce_avg_ms=0.392 total_avg_ms=2.718
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=11840 tokens=2034480 router_gate_avg_ms=0.077 routed_avg_ms=1.970 shared_avg_ms=0.267 all_reduce_avg_ms=0.394 total_avg_ms=2.719
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=11840 tokens=2034480 router_gate_avg_ms=0.076 routed_avg_ms=1.978 shared_avg_ms=0.264 all_reduce_avg_ms=0.390 total_avg_ms=2.720
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=11840 tokens=2034480 router_gate_avg_ms=0.076 routed_avg_ms=1.975 shared_avg_ms=0.262 all_reduce_avg_ms=0.395 total_avg_ms=2.719
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=11920 tokens=2034560 router_gate_avg_ms=0.077 routed_avg_ms=1.962 shared_avg_ms=0.266 all_reduce_avg_ms=0.394 total_avg_ms=2.711
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=11920 tokens=2034560 router_gate_avg_ms=0.076 routed_avg_ms=1.970 shared_avg_ms=0.264 all_reduce_avg_ms=0.390 total_avg_ms=2.711
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=11920 tokens=2034560 router_gate_avg_ms=0.076 routed_avg_ms=1.967 shared_avg_ms=0.262 all_reduce_avg_ms=0.394 total_avg_ms=2.711
[PROF_MOE_SUMMARY] pid=33749 calls=11920 tokens=2034560 router_gate_avg_ms=0.077 routed_avg_ms=1.964 shared_avg_ms=0.266 all_reduce_avg_ms=0.391 total_avg_ms=2.709
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=12000 tokens=2034640 router_gate_avg_ms=0.076 routed_avg_ms=1.959 shared_avg_ms=0.262 all_reduce_avg_ms=0.394 total_avg_ms=2.702
[PROF_MOE_SUMMARY] pid=33749 calls=12000 tokens=2034640 router_gate_avg_ms=0.076 routed_avg_ms=1.956 shared_avg_ms=0.265 all_reduce_avg_ms=0.391 total_avg_ms=2.700
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=12000 tokens=2034640 router_gate_avg_ms=0.077 routed_avg_ms=1.955 shared_avg_ms=0.266 all_reduce_avg_ms=0.393 total_avg_ms=2.702
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=12000 tokens=2034640 router_gate_avg_ms=0.076 routed_avg_ms=1.962 shared_avg_ms=0.264 all_reduce_avg_ms=0.389 total_avg_ms=2.702
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=12080 tokens=2034720 router_gate_avg_ms=0.077 routed_avg_ms=1.947 shared_avg_ms=0.266 all_reduce_avg_ms=0.393 total_avg_ms=2.694
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=12080 tokens=2034720 router_gate_avg_ms=0.076 routed_avg_ms=1.954 shared_avg_ms=0.264 all_reduce_avg_ms=0.389 total_avg_ms=2.694
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=12080 tokens=2034720 router_gate_avg_ms=0.076 routed_avg_ms=1.951 shared_avg_ms=0.261 all_reduce_avg_ms=0.394 total_avg_ms=2.694
[PROF_MOE_SUMMARY] pid=33749 calls=12080 tokens=2034720 router_gate_avg_ms=0.076 routed_avg_ms=1.948 shared_avg_ms=0.265 all_reduce_avg_ms=0.390 total_avg_ms=2.692
[PROF_MOE_SUMMARY] pid=33749 calls=12160 tokens=2034800 router_gate_avg_ms=0.076 routed_avg_ms=1.941 shared_avg_ms=0.265 all_reduce_avg_ms=0.390 total_avg_ms=2.684
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=12160 tokens=2034800 router_gate_avg_ms=0.076 routed_avg_ms=1.944 shared_avg_ms=0.261 all_reduce_avg_ms=0.393 total_avg_ms=2.686
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=12160 tokens=2034800 router_gate_avg_ms=0.077 routed_avg_ms=1.939 shared_avg_ms=0.266 all_reduce_avg_ms=0.392 total_avg_ms=2.686
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=12160 tokens=2034800 router_gate_avg_ms=0.076 routed_avg_ms=1.946 shared_avg_ms=0.264 all_reduce_avg_ms=0.388 total_avg_ms=2.686
[PROF_MOE_SUMMARY] pid=33749 calls=12240 tokens=2034880 router_gate_avg_ms=0.076 routed_avg_ms=1.933 shared_avg_ms=0.265 all_reduce_avg_ms=0.390 total_avg_ms=2.676
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=12240 tokens=2034880 router_gate_avg_ms=0.077 routed_avg_ms=1.932 shared_avg_ms=0.266 all_reduce_avg_ms=0.392 total_avg_ms=2.678
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=12240 tokens=2034880 router_gate_avg_ms=0.076 routed_avg_ms=1.939 shared_avg_ms=0.263 all_reduce_avg_ms=0.388 total_avg_ms=2.678
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=12240 tokens=2034880 router_gate_avg_ms=0.076 routed_avg_ms=1.936 shared_avg_ms=0.261 all_reduce_avg_ms=0.393 total_avg_ms=2.678
[PROF_MOE_SUMMARY] pid=33749 calls=12320 tokens=2034960 router_gate_avg_ms=0.076 routed_avg_ms=1.926 shared_avg_ms=0.265 all_reduce_avg_ms=0.389 total_avg_ms=2.668
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=12320 tokens=2034960 router_gate_avg_ms=0.077 routed_avg_ms=1.925 shared_avg_ms=0.266 all_reduce_avg_ms=0.392 total_avg_ms=2.670
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=12320 tokens=2034960 router_gate_avg_ms=0.076 routed_avg_ms=1.932 shared_avg_ms=0.263 all_reduce_avg_ms=0.388 total_avg_ms=2.670
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=12320 tokens=2034960 router_gate_avg_ms=0.076 routed_avg_ms=1.929 shared_avg_ms=0.261 all_reduce_avg_ms=0.393 total_avg_ms=2.670
[PROF_MOE_SUMMARY] pid=33749 calls=12400 tokens=2035040 router_gate_avg_ms=0.076 routed_avg_ms=1.919 shared_avg_ms=0.265 all_reduce_avg_ms=0.389 total_avg_ms=2.660
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=12400 tokens=2035040 router_gate_avg_ms=0.077 routed_avg_ms=1.917 shared_avg_ms=0.265 all_reduce_avg_ms=0.391 total_avg_ms=2.662
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=12400 tokens=2035040 router_gate_avg_ms=0.076 routed_avg_ms=1.924 shared_avg_ms=0.263 all_reduce_avg_ms=0.387 total_avg_ms=2.662
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=12400 tokens=2035040 router_gate_avg_ms=0.076 routed_avg_ms=1.922 shared_avg_ms=0.261 all_reduce_avg_ms=0.392 total_avg_ms=2.662
[PROF_MOE_SUMMARY] pid=33749 calls=12480 tokens=2035120 router_gate_avg_ms=0.076 routed_avg_ms=1.911 shared_avg_ms=0.265 all_reduce_avg_ms=0.388 total_avg_ms=2.652
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=12480 tokens=2035120 router_gate_avg_ms=0.077 routed_avg_ms=1.910 shared_avg_ms=0.265 all_reduce_avg_ms=0.391 total_avg_ms=2.654
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=12480 tokens=2035120 router_gate_avg_ms=0.076 routed_avg_ms=1.915 shared_avg_ms=0.261 all_reduce_avg_ms=0.392 total_avg_ms=2.654
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=12480 tokens=2035120 router_gate_avg_ms=0.076 routed_avg_ms=1.917 shared_avg_ms=0.263 all_reduce_avg_ms=0.387 total_avg_ms=2.654
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=12560 tokens=2035200 router_gate_avg_ms=0.076 routed_avg_ms=1.907 shared_avg_ms=0.261 all_reduce_avg_ms=0.391 total_avg_ms=2.646
[PROF_MOE_SUMMARY] pid=33749 calls=12560 tokens=2035200 router_gate_avg_ms=0.076 routed_avg_ms=1.904 shared_avg_ms=0.264 all_reduce_avg_ms=0.388 total_avg_ms=2.645
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=12560 tokens=2035200 router_gate_avg_ms=0.076 routed_avg_ms=1.903 shared_avg_ms=0.265 all_reduce_avg_ms=0.390 total_avg_ms=2.646
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=12560 tokens=2035200 router_gate_avg_ms=0.076 routed_avg_ms=1.910 shared_avg_ms=0.263 all_reduce_avg_ms=0.387 total_avg_ms=2.647
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=12640 tokens=2035280 router_gate_avg_ms=0.076 routed_avg_ms=1.903 shared_avg_ms=0.263 all_reduce_avg_ms=0.386 total_avg_ms=2.639
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=12640 tokens=2035280 router_gate_avg_ms=0.076 routed_avg_ms=1.900 shared_avg_ms=0.260 all_reduce_avg_ms=0.391 total_avg_ms=2.639
[PROF_MOE_SUMMARY] pid=33749 calls=12640 tokens=2035280 router_gate_avg_ms=0.076 routed_avg_ms=1.897 shared_avg_ms=0.264 all_reduce_avg_ms=0.388 total_avg_ms=2.637
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=12640 tokens=2035280 router_gate_avg_ms=0.076 routed_avg_ms=1.896 shared_avg_ms=0.265 all_reduce_avg_ms=0.390 total_avg_ms=2.639
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=12720 tokens=2035360 router_gate_avg_ms=0.076 routed_avg_ms=1.896 shared_avg_ms=0.262 all_reduce_avg_ms=0.386 total_avg_ms=2.632
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=12720 tokens=2035360 router_gate_avg_ms=0.076 routed_avg_ms=1.893 shared_avg_ms=0.260 all_reduce_avg_ms=0.391 total_avg_ms=2.632
[PROF_MOE_SUMMARY] pid=33749 calls=12720 tokens=2035360 router_gate_avg_ms=0.076 routed_avg_ms=1.890 shared_avg_ms=0.264 all_reduce_avg_ms=0.387 total_avg_ms=2.630
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=12720 tokens=2035360 router_gate_avg_ms=0.076 routed_avg_ms=1.889 shared_avg_ms=0.265 all_reduce_avg_ms=0.390 total_avg_ms=2.632
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=12800 tokens=2035440 router_gate_avg_ms=0.076 routed_avg_ms=1.882 shared_avg_ms=0.265 all_reduce_avg_ms=0.390 total_avg_ms=2.624
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=12800 tokens=2035440 router_gate_avg_ms=0.076 routed_avg_ms=1.889 shared_avg_ms=0.262 all_reduce_avg_ms=0.386 total_avg_ms=2.624
[PROF_MOE_SUMMARY] pid=33749 calls=12800 tokens=2035440 router_gate_avg_ms=0.076 routed_avg_ms=1.884 shared_avg_ms=0.264 all_reduce_avg_ms=0.387 total_avg_ms=2.622
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=12800 tokens=2035440 router_gate_avg_ms=0.076 routed_avg_ms=1.887 shared_avg_ms=0.260 all_reduce_avg_ms=0.391 total_avg_ms=2.624
[PROF_MOE_SUMMARY] pid=33749 calls=12880 tokens=2035520 router_gate_avg_ms=0.076 routed_avg_ms=1.877 shared_avg_ms=0.264 all_reduce_avg_ms=0.387 total_avg_ms=2.615
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=12880 tokens=2035520 router_gate_avg_ms=0.076 routed_avg_ms=1.880 shared_avg_ms=0.260 all_reduce_avg_ms=0.390 total_avg_ms=2.617
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=12880 tokens=2035520 router_gate_avg_ms=0.076 routed_avg_ms=1.875 shared_avg_ms=0.265 all_reduce_avg_ms=0.389 total_avg_ms=2.617
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=12880 tokens=2035520 router_gate_avg_ms=0.076 routed_avg_ms=1.882 shared_avg_ms=0.262 all_reduce_avg_ms=0.385 total_avg_ms=2.617
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=12960 tokens=2035600 router_gate_avg_ms=0.076 routed_avg_ms=1.876 shared_avg_ms=0.262 all_reduce_avg_ms=0.385 total_avg_ms=2.610
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=12960 tokens=2035600 router_gate_avg_ms=0.076 routed_avg_ms=1.873 shared_avg_ms=0.260 all_reduce_avg_ms=0.390 total_avg_ms=2.610
[PROF_MOE_SUMMARY] pid=33749 calls=12960 tokens=2035600 router_gate_avg_ms=0.076 routed_avg_ms=1.870 shared_avg_ms=0.264 all_reduce_avg_ms=0.387 total_avg_ms=2.608
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=12960 tokens=2035600 router_gate_avg_ms=0.076 routed_avg_ms=1.869 shared_avg_ms=0.264 all_reduce_avg_ms=0.389 total_avg_ms=2.610
[PROF_MOE_SUMMARY] pid=33749 calls=13040 tokens=2035680 router_gate_avg_ms=0.076 routed_avg_ms=1.864 shared_avg_ms=0.264 all_reduce_avg_ms=0.387 total_avg_ms=2.602
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=13040 tokens=2035680 router_gate_avg_ms=0.076 routed_avg_ms=1.867 shared_avg_ms=0.260 all_reduce_avg_ms=0.390 total_avg_ms=2.604
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=13040 tokens=2035680 router_gate_avg_ms=0.076 routed_avg_ms=1.863 shared_avg_ms=0.264 all_reduce_avg_ms=0.389 total_avg_ms=2.604
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=13040 tokens=2035680 router_gate_avg_ms=0.076 routed_avg_ms=1.869 shared_avg_ms=0.263 all_reduce_avg_ms=0.385 total_avg_ms=2.604
[PROF_MOE_SUMMARY] pid=33749 calls=13120 tokens=2035760 router_gate_avg_ms=0.076 routed_avg_ms=1.857 shared_avg_ms=0.264 all_reduce_avg_ms=0.387 total_avg_ms=2.595
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=13120 tokens=2035760 router_gate_avg_ms=0.076 routed_avg_ms=1.860 shared_avg_ms=0.260 all_reduce_avg_ms=0.390 total_avg_ms=2.597
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=13120 tokens=2035760 router_gate_avg_ms=0.076 routed_avg_ms=1.863 shared_avg_ms=0.262 all_reduce_avg_ms=0.385 total_avg_ms=2.597
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=13120 tokens=2035760 router_gate_avg_ms=0.076 routed_avg_ms=1.857 shared_avg_ms=0.264 all_reduce_avg_ms=0.388 total_avg_ms=2.597
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=13200 tokens=2035840 router_gate_avg_ms=0.076 routed_avg_ms=1.856 shared_avg_ms=0.262 all_reduce_avg_ms=0.385 total_avg_ms=2.590
[PROF_MOE_SUMMARY] pid=33749 calls=13200 tokens=2035840 router_gate_avg_ms=0.076 routed_avg_ms=1.851 shared_avg_ms=0.264 all_reduce_avg_ms=0.386 total_avg_ms=2.588
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=13200 tokens=2035840 router_gate_avg_ms=0.076 routed_avg_ms=1.854 shared_avg_ms=0.260 all_reduce_avg_ms=0.389 total_avg_ms=2.590
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=13200 tokens=2035840 router_gate_avg_ms=0.076 routed_avg_ms=1.850 shared_avg_ms=0.264 all_reduce_avg_ms=0.388 total_avg_ms=2.590
[PROF_MOE_SUMMARY] pid=33749 calls=13280 tokens=2035920 router_gate_avg_ms=0.076 routed_avg_ms=1.844 shared_avg_ms=0.264 all_reduce_avg_ms=0.386 total_avg_ms=2.582
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=13280 tokens=2035920 router_gate_avg_ms=0.075 routed_avg_ms=1.847 shared_avg_ms=0.260 all_reduce_avg_ms=0.389 total_avg_ms=2.583
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=13280 tokens=2035920 router_gate_avg_ms=0.076 routed_avg_ms=1.844 shared_avg_ms=0.264 all_reduce_avg_ms=0.388 total_avg_ms=2.583
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=13280 tokens=2035920 router_gate_avg_ms=0.076 routed_avg_ms=1.850 shared_avg_ms=0.262 all_reduce_avg_ms=0.385 total_avg_ms=2.584
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=13360 tokens=2036000 router_gate_avg_ms=0.076 routed_avg_ms=1.838 shared_avg_ms=0.264 all_reduce_avg_ms=0.388 total_avg_ms=2.577
[PROF_MOE_SUMMARY] pid=33749 calls=13360 tokens=2036000 router_gate_avg_ms=0.076 routed_avg_ms=1.838 shared_avg_ms=0.264 all_reduce_avg_ms=0.385 total_avg_ms=2.575
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=13360 tokens=2036000 router_gate_avg_ms=0.076 routed_avg_ms=1.843 shared_avg_ms=0.262 all_reduce_avg_ms=0.384 total_avg_ms=2.577
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=13360 tokens=2036000 router_gate_avg_ms=0.075 routed_avg_ms=1.841 shared_avg_ms=0.260 all_reduce_avg_ms=0.389 total_avg_ms=2.576
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=13440 tokens=2036080 router_gate_avg_ms=0.075 routed_avg_ms=1.835 shared_avg_ms=0.260 all_reduce_avg_ms=0.388 total_avg_ms=2.570
[PROF_MOE_SUMMARY] pid=33749 calls=13440 tokens=2036080 router_gate_avg_ms=0.076 routed_avg_ms=1.832 shared_avg_ms=0.264 all_reduce_avg_ms=0.385 total_avg_ms=2.568
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=13440 tokens=2036080 router_gate_avg_ms=0.076 routed_avg_ms=1.831 shared_avg_ms=0.264 all_reduce_avg_ms=0.387 total_avg_ms=2.570
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=13440 tokens=2036080 router_gate_avg_ms=0.076 routed_avg_ms=1.837 shared_avg_ms=0.262 all_reduce_avg_ms=0.384 total_avg_ms=2.570
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=13520 tokens=2036160 router_gate_avg_ms=0.076 routed_avg_ms=1.825 shared_avg_ms=0.264 all_reduce_avg_ms=0.387 total_avg_ms=2.563
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=13520 tokens=2036160 router_gate_avg_ms=0.076 routed_avg_ms=1.831 shared_avg_ms=0.262 all_reduce_avg_ms=0.384 total_avg_ms=2.563
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=13520 tokens=2036160 router_gate_avg_ms=0.075 routed_avg_ms=1.829 shared_avg_ms=0.260 all_reduce_avg_ms=0.388 total_avg_ms=2.563
[PROF_MOE_SUMMARY] pid=33749 calls=13520 tokens=2036160 router_gate_avg_ms=0.076 routed_avg_ms=1.826 shared_avg_ms=0.264 all_reduce_avg_ms=0.385 total_avg_ms=2.561
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=13600 tokens=2036240 router_gate_avg_ms=0.076 routed_avg_ms=1.825 shared_avg_ms=0.262 all_reduce_avg_ms=0.384 total_avg_ms=2.557
[PROF_MOE_SUMMARY] pid=33749 calls=13600 tokens=2036240 router_gate_avg_ms=0.076 routed_avg_ms=1.820 shared_avg_ms=0.264 all_reduce_avg_ms=0.384 total_avg_ms=2.555
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=13600 tokens=2036240 router_gate_avg_ms=0.075 routed_avg_ms=1.823 shared_avg_ms=0.259 all_reduce_avg_ms=0.388 total_avg_ms=2.557
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=13600 tokens=2036240 router_gate_avg_ms=0.076 routed_avg_ms=1.819 shared_avg_ms=0.263 all_reduce_avg_ms=0.387 total_avg_ms=2.557
[PROF_MOE_SUMMARY] pid=33749 calls=13680 tokens=2036320 router_gate_avg_ms=0.076 routed_avg_ms=1.814 shared_avg_ms=0.263 all_reduce_avg_ms=0.384 total_avg_ms=2.549
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=13680 tokens=2036320 router_gate_avg_ms=0.075 routed_avg_ms=1.817 shared_avg_ms=0.259 all_reduce_avg_ms=0.388 total_avg_ms=2.551
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=13680 tokens=2036320 router_gate_avg_ms=0.076 routed_avg_ms=1.813 shared_avg_ms=0.263 all_reduce_avg_ms=0.387 total_avg_ms=2.551
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=13680 tokens=2036320 router_gate_avg_ms=0.076 routed_avg_ms=1.819 shared_avg_ms=0.262 all_reduce_avg_ms=0.384 total_avg_ms=2.551
[PROF_MOE_SUMMARY] pid=33749 calls=13760 tokens=2036400 router_gate_avg_ms=0.076 routed_avg_ms=1.808 shared_avg_ms=0.263 all_reduce_avg_ms=0.384 total_avg_ms=2.543
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=13760 tokens=2036400 router_gate_avg_ms=0.076 routed_avg_ms=1.807 shared_avg_ms=0.263 all_reduce_avg_ms=0.387 total_avg_ms=2.545
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=13760 tokens=2036400 router_gate_avg_ms=0.076 routed_avg_ms=1.813 shared_avg_ms=0.261 all_reduce_avg_ms=0.383 total_avg_ms=2.545
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=13760 tokens=2036400 router_gate_avg_ms=0.075 routed_avg_ms=1.811 shared_avg_ms=0.259 all_reduce_avg_ms=0.388 total_avg_ms=2.545
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=13840 tokens=2036480 router_gate_avg_ms=0.076 routed_avg_ms=1.801 shared_avg_ms=0.263 all_reduce_avg_ms=0.386 total_avg_ms=2.538
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=13840 tokens=2036480 router_gate_avg_ms=0.076 routed_avg_ms=1.807 shared_avg_ms=0.261 all_reduce_avg_ms=0.383 total_avg_ms=2.539
[PROF_MOE_SUMMARY] pid=33749 calls=13840 tokens=2036480 router_gate_avg_ms=0.076 routed_avg_ms=1.802 shared_avg_ms=0.263 all_reduce_avg_ms=0.384 total_avg_ms=2.536
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=13840 tokens=2036480 router_gate_avg_ms=0.075 routed_avg_ms=1.805 shared_avg_ms=0.259 all_reduce_avg_ms=0.387 total_avg_ms=2.538
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=13920 tokens=2036560 router_gate_avg_ms=0.075 routed_avg_ms=1.799 shared_avg_ms=0.259 all_reduce_avg_ms=0.387 total_avg_ms=2.532
[PROF_MOE_SUMMARY] pid=33749 calls=13920 tokens=2036560 router_gate_avg_ms=0.076 routed_avg_ms=1.796 shared_avg_ms=0.263 all_reduce_avg_ms=0.384 total_avg_ms=2.530
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=13920 tokens=2036560 router_gate_avg_ms=0.076 routed_avg_ms=1.796 shared_avg_ms=0.263 all_reduce_avg_ms=0.386 total_avg_ms=2.532
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=13920 tokens=2036560 router_gate_avg_ms=0.076 routed_avg_ms=1.802 shared_avg_ms=0.261 all_reduce_avg_ms=0.383 total_avg_ms=2.532
[PROF_MOE_SUMMARY] pid=33749 calls=14000 tokens=2036640 router_gate_avg_ms=0.076 routed_avg_ms=1.791 shared_avg_ms=0.263 all_reduce_avg_ms=0.383 total_avg_ms=2.524
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=14000 tokens=2036640 router_gate_avg_ms=0.075 routed_avg_ms=1.794 shared_avg_ms=0.259 all_reduce_avg_ms=0.387 total_avg_ms=2.526
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=14000 tokens=2036640 router_gate_avg_ms=0.076 routed_avg_ms=1.790 shared_avg_ms=0.263 all_reduce_avg_ms=0.386 total_avg_ms=2.526
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=14000 tokens=2036640 router_gate_avg_ms=0.076 routed_avg_ms=1.796 shared_avg_ms=0.261 all_reduce_avg_ms=0.383 total_avg_ms=2.527
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=14080 tokens=2036720 router_gate_avg_ms=0.076 routed_avg_ms=1.790 shared_avg_ms=0.261 all_reduce_avg_ms=0.382 total_avg_ms=2.520
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=14080 tokens=2036720 router_gate_avg_ms=0.076 routed_avg_ms=1.784 shared_avg_ms=0.263 all_reduce_avg_ms=0.386 total_avg_ms=2.520
[PROF_MOE_SUMMARY] pid=33749 calls=14080 tokens=2036720 router_gate_avg_ms=0.076 routed_avg_ms=1.785 shared_avg_ms=0.263 all_reduce_avg_ms=0.383 total_avg_ms=2.518
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=14080 tokens=2036720 router_gate_avg_ms=0.075 routed_avg_ms=1.788 shared_avg_ms=0.259 all_reduce_avg_ms=0.387 total_avg_ms=2.520
[PROF_MOE_SUMMARY] pid=33749 calls=14160 tokens=2036800 router_gate_avg_ms=0.076 routed_avg_ms=1.779 shared_avg_ms=0.263 all_reduce_avg_ms=0.383 total_avg_ms=2.513
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=14160 tokens=2036800 router_gate_avg_ms=0.075 routed_avg_ms=1.785 shared_avg_ms=0.261 all_reduce_avg_ms=0.382 total_avg_ms=2.515
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=14160 tokens=2036800 router_gate_avg_ms=0.076 routed_avg_ms=1.779 shared_avg_ms=0.263 all_reduce_avg_ms=0.386 total_avg_ms=2.515
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=14160 tokens=2036800 router_gate_avg_ms=0.075 routed_avg_ms=1.782 shared_avg_ms=0.259 all_reduce_avg_ms=0.387 total_avg_ms=2.514
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=14240 tokens=2036880 router_gate_avg_ms=0.075 routed_avg_ms=1.779 shared_avg_ms=0.261 all_reduce_avg_ms=0.382 total_avg_ms=2.509
[PROF_MOE_SUMMARY] pid=33749 calls=14240 tokens=2036880 router_gate_avg_ms=0.076 routed_avg_ms=1.774 shared_avg_ms=0.263 all_reduce_avg_ms=0.383 total_avg_ms=2.507
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=14240 tokens=2036880 router_gate_avg_ms=0.075 routed_avg_ms=1.777 shared_avg_ms=0.259 all_reduce_avg_ms=0.386 total_avg_ms=2.508
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=14240 tokens=2036880 router_gate_avg_ms=0.076 routed_avg_ms=1.773 shared_avg_ms=0.263 all_reduce_avg_ms=0.386 total_avg_ms=2.509
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=14320 tokens=2036960 router_gate_avg_ms=0.075 routed_avg_ms=1.774 shared_avg_ms=0.261 all_reduce_avg_ms=0.382 total_avg_ms=2.503
[PROF_MOE_SUMMARY] pid=33749 calls=14320 tokens=2036960 router_gate_avg_ms=0.076 routed_avg_ms=1.768 shared_avg_ms=0.263 all_reduce_avg_ms=0.383 total_avg_ms=2.501
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=14320 tokens=2036960 router_gate_avg_ms=0.075 routed_avg_ms=1.772 shared_avg_ms=0.259 all_reduce_avg_ms=0.386 total_avg_ms=2.502
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=14320 tokens=2036960 router_gate_avg_ms=0.076 routed_avg_ms=1.768 shared_avg_ms=0.262 all_reduce_avg_ms=0.385 total_avg_ms=2.503
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=14400 tokens=2037040 router_gate_avg_ms=0.075 routed_avg_ms=1.766 shared_avg_ms=0.258 all_reduce_avg_ms=0.386 total_avg_ms=2.497
[PROF_MOE_SUMMARY] pid=33749 calls=14400 tokens=2037040 router_gate_avg_ms=0.076 routed_avg_ms=1.763 shared_avg_ms=0.262 all_reduce_avg_ms=0.383 total_avg_ms=2.495
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=14400 tokens=2037040 router_gate_avg_ms=0.076 routed_avg_ms=1.762 shared_avg_ms=0.262 all_reduce_avg_ms=0.385 total_avg_ms=2.497
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=14400 tokens=2037040 router_gate_avg_ms=0.075 routed_avg_ms=1.768 shared_avg_ms=0.260 all_reduce_avg_ms=0.382 total_avg_ms=2.497
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=14480 tokens=2037120 router_gate_avg_ms=0.075 routed_avg_ms=1.761 shared_avg_ms=0.258 all_reduce_avg_ms=0.385 total_avg_ms=2.491
[PROF_MOE_SUMMARY] pid=33749 calls=14480 tokens=2037120 router_gate_avg_ms=0.075 routed_avg_ms=1.758 shared_avg_ms=0.262 all_reduce_avg_ms=0.382 total_avg_ms=2.489
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=14480 tokens=2037120 router_gate_avg_ms=0.076 routed_avg_ms=1.757 shared_avg_ms=0.262 all_reduce_avg_ms=0.385 total_avg_ms=2.491
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=14480 tokens=2037120 router_gate_avg_ms=0.075 routed_avg_ms=1.763 shared_avg_ms=0.260 all_reduce_avg_ms=0.381 total_avg_ms=2.491
[PROF_MOE_SUMMARY] pid=33749 calls=14560 tokens=2037200 router_gate_avg_ms=0.075 routed_avg_ms=1.752 shared_avg_ms=0.262 all_reduce_avg_ms=0.382 total_avg_ms=2.484
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=14560 tokens=2037200 router_gate_avg_ms=0.075 routed_avg_ms=1.755 shared_avg_ms=0.258 all_reduce_avg_ms=0.385 total_avg_ms=2.485
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=14560 tokens=2037200 router_gate_avg_ms=0.076 routed_avg_ms=1.752 shared_avg_ms=0.262 all_reduce_avg_ms=0.385 total_avg_ms=2.486
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=14560 tokens=2037200 router_gate_avg_ms=0.075 routed_avg_ms=1.758 shared_avg_ms=0.260 all_reduce_avg_ms=0.381 total_avg_ms=2.486
[PROF_MOE_SUMMARY] pid=33749 calls=14640 tokens=2037280 router_gate_avg_ms=0.075 routed_avg_ms=1.747 shared_avg_ms=0.262 all_reduce_avg_ms=0.382 total_avg_ms=2.478
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=14640 tokens=2037280 router_gate_avg_ms=0.076 routed_avg_ms=1.747 shared_avg_ms=0.262 all_reduce_avg_ms=0.384 total_avg_ms=2.480
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=14640 tokens=2037280 router_gate_avg_ms=0.075 routed_avg_ms=1.752 shared_avg_ms=0.260 all_reduce_avg_ms=0.381 total_avg_ms=2.480
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=14640 tokens=2037280 router_gate_avg_ms=0.075 routed_avg_ms=1.750 shared_avg_ms=0.258 all_reduce_avg_ms=0.385 total_avg_ms=2.480
[PROF_MOE_SUMMARY] pid=33749 calls=14720 tokens=2037360 router_gate_avg_ms=0.075 routed_avg_ms=1.742 shared_avg_ms=0.262 all_reduce_avg_ms=0.382 total_avg_ms=2.473
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=14720 tokens=2037360 router_gate_avg_ms=0.076 routed_avg_ms=1.741 shared_avg_ms=0.262 all_reduce_avg_ms=0.384 total_avg_ms=2.475
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=14720 tokens=2037360 router_gate_avg_ms=0.075 routed_avg_ms=1.747 shared_avg_ms=0.260 all_reduce_avg_ms=0.381 total_avg_ms=2.475
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=14720 tokens=2037360 router_gate_avg_ms=0.075 routed_avg_ms=1.745 shared_avg_ms=0.258 all_reduce_avg_ms=0.385 total_avg_ms=2.474
[PROF_MOE_SUMMARY] pid=33749 calls=14800 tokens=2037440 router_gate_avg_ms=0.075 routed_avg_ms=1.737 shared_avg_ms=0.262 all_reduce_avg_ms=0.382 total_avg_ms=2.467
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=14800 tokens=2037440 router_gate_avg_ms=0.076 routed_avg_ms=1.736 shared_avg_ms=0.262 all_reduce_avg_ms=0.384 total_avg_ms=2.469
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=14800 tokens=2037440 router_gate_avg_ms=0.075 routed_avg_ms=1.742 shared_avg_ms=0.260 all_reduce_avg_ms=0.381 total_avg_ms=2.469
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=14800 tokens=2037440 router_gate_avg_ms=0.075 routed_avg_ms=1.740 shared_avg_ms=0.258 all_reduce_avg_ms=0.384 total_avg_ms=2.469
[PROF_MOE_SUMMARY] pid=33749 calls=14880 tokens=2037520 router_gate_avg_ms=0.075 routed_avg_ms=1.732 shared_avg_ms=0.262 all_reduce_avg_ms=0.382 total_avg_ms=2.462
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=14880 tokens=2037520 router_gate_avg_ms=0.076 routed_avg_ms=1.731 shared_avg_ms=0.262 all_reduce_avg_ms=0.384 total_avg_ms=2.464
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=14880 tokens=2037520 router_gate_avg_ms=0.075 routed_avg_ms=1.737 shared_avg_ms=0.260 all_reduce_avg_ms=0.381 total_avg_ms=2.464
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=14880 tokens=2037520 router_gate_avg_ms=0.075 routed_avg_ms=1.735 shared_avg_ms=0.258 all_reduce_avg_ms=0.384 total_avg_ms=2.463
[PROF_MOE_SUMMARY] pid=33749 calls=14960 tokens=2037600 router_gate_avg_ms=0.075 routed_avg_ms=1.727 shared_avg_ms=0.261 all_reduce_avg_ms=0.382 total_avg_ms=2.457
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=14960 tokens=2037600 router_gate_avg_ms=0.076 routed_avg_ms=1.726 shared_avg_ms=0.262 all_reduce_avg_ms=0.384 total_avg_ms=2.458
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=14960 tokens=2037600 router_gate_avg_ms=0.075 routed_avg_ms=1.732 shared_avg_ms=0.260 all_reduce_avg_ms=0.381 total_avg_ms=2.459
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=14960 tokens=2037600 router_gate_avg_ms=0.075 routed_avg_ms=1.730 shared_avg_ms=0.258 all_reduce_avg_ms=0.384 total_avg_ms=2.458
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=15040 tokens=2037680 router_gate_avg_ms=0.075 routed_avg_ms=1.727 shared_avg_ms=0.259 all_reduce_avg_ms=0.381 total_avg_ms=2.453
[PROF_MOE_SUMMARY] pid=33749 calls=15040 tokens=2037680 router_gate_avg_ms=0.075 routed_avg_ms=1.722 shared_avg_ms=0.261 all_reduce_avg_ms=0.382 total_avg_ms=2.452
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=15040 tokens=2037680 router_gate_avg_ms=0.075 routed_avg_ms=1.725 shared_avg_ms=0.258 all_reduce_avg_ms=0.383 total_avg_ms=2.453
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=15040 tokens=2037680 router_gate_avg_ms=0.076 routed_avg_ms=1.721 shared_avg_ms=0.262 all_reduce_avg_ms=0.383 total_avg_ms=2.453
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=15120 tokens=2037760 router_gate_avg_ms=0.075 routed_avg_ms=1.722 shared_avg_ms=0.259 all_reduce_avg_ms=0.381 total_avg_ms=2.448
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=15120 tokens=2037760 router_gate_avg_ms=0.075 routed_avg_ms=1.720 shared_avg_ms=0.258 all_reduce_avg_ms=0.383 total_avg_ms=2.447
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=15120 tokens=2037760 router_gate_avg_ms=0.076 routed_avg_ms=1.716 shared_avg_ms=0.261 all_reduce_avg_ms=0.383 total_avg_ms=2.448
[PROF_MOE_SUMMARY] pid=33749 calls=15120 tokens=2037760 router_gate_avg_ms=0.075 routed_avg_ms=1.717 shared_avg_ms=0.261 all_reduce_avg_ms=0.381 total_avg_ms=2.446
(VllmWorkerProcess pid=34103) [PROF_MOE_SUMMARY] pid=34103 calls=15200 tokens=2037840 router_gate_avg_ms=0.076 routed_avg_ms=1.712 shared_avg_ms=0.261 all_reduce_avg_ms=0.383 total_avg_ms=2.443
(VllmWorkerProcess pid=34102) [PROF_MOE_SUMMARY] pid=34102 calls=15200 tokens=2037840 router_gate_avg_ms=0.075 routed_avg_ms=1.717 shared_avg_ms=0.259 all_reduce_avg_ms=0.380 total_avg_ms=2.443
[PROF_MOE_SUMMARY] pid=33749 calls=15200 tokens=2037840 router_gate_avg_ms=0.075 routed_avg_ms=1.712 shared_avg_ms=0.261 all_reduce_avg_ms=0.381 total_avg_ms=2.441
(VllmWorkerProcess pid=34101) [PROF_MOE_SUMMARY] pid=34101 calls=15200 tokens=2037840 router_gate_avg_ms=0.075 routed_avg_ms=1.716 shared_avg_ms=0.258 all_reduce_avg_ms=0.383 total_avg_ms=2.442

View File

@@ -0,0 +1,99 @@
[patch_ops] linked libcusolver.so -> /usr/local/corex/lib64/libcusolver.so (enables LOOP1_NATIVE)
[patch_model_runner] patched Case-1 prefix_cache_hit fix in: /usr/local/corex/lib64/python3/dist-packages/vllm/worker/model_runner.py
Looking in indexes: https://pypi.tuna.tsinghua.edu.cn/simple
Requirement already satisfied: transformers==4.55.3 in /usr/local/lib/python3.10/site-packages (4.55.3)
Requirement already satisfied: filelock in /usr/local/corex-3.2.3/lib64/python3/dist-packages (from transformers==4.55.3) (3.19.1)
Requirement already satisfied: huggingface-hub<1.0,>=0.34.0 in /usr/local/lib/python3.10/site-packages (from transformers==4.55.3) (0.35.0)
Requirement already satisfied: numpy>=1.17 in /usr/local/lib/python3.10/site-packages (from transformers==4.55.3) (1.26.4)
Requirement already satisfied: packaging>=20.0 in /usr/local/corex-3.2.3/lib64/python3/dist-packages (from transformers==4.55.3) (25.0)
Requirement already satisfied: pyyaml>=5.1 in /usr/local/corex-3.2.3/lib64/python3/dist-packages (from transformers==4.55.3) (6.0.2)
Requirement already satisfied: regex!=2019.12.17 in /usr/local/corex-3.2.3/lib64/python3/dist-packages (from transformers==4.55.3) (2025.9.1)
Requirement already satisfied: requests in /usr/local/corex-3.2.3/lib64/python3/dist-packages (from transformers==4.55.3) (2.32.5)
Requirement already satisfied: tokenizers<0.22,>=0.21 in /usr/local/lib/python3.10/site-packages (from transformers==4.55.3) (0.21.4)
Requirement already satisfied: safetensors>=0.4.3 in /usr/local/lib/python3.10/site-packages (from transformers==4.55.3) (0.6.2)
Requirement already satisfied: tqdm>=4.27 in /usr/local/corex-3.2.3/lib64/python3/dist-packages (from transformers==4.55.3) (4.67.1)
Requirement already satisfied: fsspec>=2023.5.0 in /usr/local/corex-3.2.3/lib64/python3/dist-packages (from huggingface-hub<1.0,>=0.34.0->transformers==4.55.3) (2025.9.0)
Requirement already satisfied: typing-extensions>=3.7.4.3 in /usr/local/corex-3.2.3/lib64/python3/dist-packages (from huggingface-hub<1.0,>=0.34.0->transformers==4.55.3) (4.15.0)
Requirement already satisfied: hf-xet<2.0.0,>=1.1.3 in /usr/local/lib/python3.10/site-packages (from huggingface-hub<1.0,>=0.34.0->transformers==4.55.3) (1.1.10)
Requirement already satisfied: charset_normalizer<4,>=2 in /usr/local/corex-3.2.3/lib64/python3/dist-packages (from requests->transformers==4.55.3) (3.4.3)
Requirement already satisfied: idna<4,>=2.5 in /usr/local/corex-3.2.3/lib64/python3/dist-packages (from requests->transformers==4.55.3) (3.10)
Requirement already satisfied: urllib3<3,>=1.21.1 in /usr/local/corex-3.2.3/lib64/python3/dist-packages (from requests->transformers==4.55.3) (2.5.0)
Requirement already satisfied: certifi>=2017.4.17 in /usr/local/corex-3.2.3/lib64/python3/dist-packages (from requests->transformers==4.55.3) (2025.8.3)
WARNING: Running pip as the 'root' user can result in broken permissions and conflicting behaviour with the system package manager, possibly rendering your system unusable. It is recommended to use a virtual environment instead: https://pip.pypa.io/warnings/venv. Use the --root-user-action option if you know what you are doing and want to suppress this warning.
[notice] A new release of pip is available: 25.2 -> 26.1.2
[notice] To update, run: pip install --upgrade pip
=== Patching /usr/local/lib/python3.10/site-packages/transformers/models/auto/configuration_auto.py ===
[skip] already patched: '("qwen3", "Qwen3Config"),\n ("qwen3_5", "Qwen3_5Config'
[skip] already patched: '("qwen3", "Qwen3Config"),\n ("qwen3_5", "Qwen3_5Config'
[skip] already patched: '("qwen3", "Qwen3"),\n ("qwen3_5", "Qwen3_5"),\n '
[skip] already patched: '("qwen3", "Qwen3"),\n ("qwen3_5", "Qwen3_5"),\n '
=== Patching /usr/local/lib/python3.10/site-packages/transformers/models/__init__.py ===
[skip] already patched: 'from .qwen3 import *\n from .qwen3_5 import *\n from .qw'
=== Verification ===
Qwen3_5Config() smoke-test OK (model_type=qwen3_5)
Qwen3_5MoeConfig() smoke-test OK (model_type=qwen3_5_moe)
num_experts=256, top_k=8, shared=512, layers=40
Done.
/usr/local/corex/lib64/python3/dist-packages/torch/cuda/__init__.py:51: FutureWarning: The pynvml package is deprecated. Please install nvidia-ml-py instead. If you did not install pynvml directly, please report this to the maintainers of the package that installed pynvml for you.
import pynvml # type: ignore[import]
=== Patching /usr/local/corex/lib64/python3/dist-packages/vllm/model_executor/models/registry.py ===
[skip] already patched: ' "Qwen3ForCausalLM": ("qwen3", "Qwen3ForCausalLM"),\n "Qwen3MoeFo'
=== Verification ===
INFO 07-14 17:43:30 importing.py:10] Triton not installed; certain GPU-related functions will not be available.
2026-07-14 17:43:31.766722: I tensorflow/core/util/port.cc:110] oneDNN custom operations are on. You may see slightly different numerical results due to floating-point round-off errors from different computation orders. To turn them off, set the environment variable `TF_ENABLE_ONEDNN_OPTS=0`.
2026-07-14 17:43:31.818158: I tensorflow/core/platform/cpu_feature_guard.cc:182] This TensorFlow binary is optimized to use available CPU instructions in performance-critical operations.
To enable the following instructions: SSE3 SSE4.1 SSE4.2 AVX AVX2 AVX512F AVX512_VNNI AVX512_BF16 AVX_VNNI AMX_TILE AMX_INT8 AMX_BF16 FMA, in other operations, rebuild TensorFlow with the appropriate compiler flags.
WARNING:tensorflow:Deprecation warnings have been disabled. Set TF_ENABLE_DEPRECATION_WARNINGS=1 to re-enable them.
Qwen3_5ForCausalLM found: <class 'qwen3_5.Qwen3_5ForCausalLM'>
Qwen3_5MoeForCausalLM found: <class 'qwen3_5.Qwen3_5MoeForCausalLM'>
Done. Remember to:
1. Set config.json 'architectures': ['Qwen3_5ForCausalLM'] or ['Qwen3_5MoEForCausalLM']
2. Run patch_transformers_qwen3_5.py if not already done
=== patch_xformers_sdpa_seq (sequential, pure-math) ===
Target: /usr/local/corex/lib64/python3/dist-packages/vllm/attention/backends/xformers.py
[skip] _run_sdpa_fallback already present
[warn] dispatch block anchor not found
=== patch_arg_utils (disable chunked-prefill auto-enable) ===
Target: /usr/local/corex/lib64/python3/dist-packages/vllm/engine/arg_utils.py
[skip] chunked-prefill auto-enable already disabled
=== patch_logits_processor (seq_groups=None guard for chunked prefill) ===
Target: /usr/local/corex/lib64/python3/dist-packages/vllm/model_executor/layers/logits_processor.py
[skip] seq_groups=None guard already present
Done.
=== Patching /usr/local/corex/lib/python3/dist-packages/vllm/entrypoints/openai/tool_parsers/__init__.py ===
[skip] already patched: 'from .mistral_tool_parser import MistralToolParser\nfrom .qwen3coder_to'
[skip] already patched: '"MistralToolParser", "Internlm2ToolParser", "Llama3JsonToolParser",\n '
=== Verification ===
Module spec loaded: qwen3coder_tool_parser
(full import requires torch/vllm runtime — skipping exec)
Done. Start vLLM server with:
--tool-call-parser qwen3_coder --enable-auto-tool-choice
[patch_ops] deployed multi_system chat template → /workspace/chat_template_multi_system.jinja
=== patch_ops verification ===
[ok] MOE_NATIVE (qwen3_5.py)
[ok] _native_experts_sorted
[ok] CHUNK_PARALLEL
[ok] LOOP1_NATIVE
[ok] RMSNORM_NATIVE
[ok] PREFIX_FLASH (paged_attn.py)
[ok] _forward_prefix_flash
[ok] libcusolver.so link (LOOP1_NATIVE runtime)
[ok] /workspace/chat_template_multi_system.jinja (multi_system fix)
[ok] torch.linalg.solve_triangular callable
=> all five optimizations deployed and enabled
=== patch complete. Start the server with the computility runner using: ===
../computility-run.yaml
(env + command are defined there; run from outside qwen3_6_scripts/)

View File

@@ -0,0 +1,116 @@
#!/usr/bin/env bash
set -u
MAX_BATCHED_TOKENS="${1:?usage: run_batched_tokens_experiment.sh MAX_BATCHED_TOKENS LABEL}"
LABEL="${2:?usage: run_batched_tokens_experiment.sh MAX_BATCHED_TOKENS LABEL}"
OUT_DIR="/root/work/logs/${LABEL}"
MODEL_PATH="/root/public-storage/models/Qwen/Qwen3.6-35B-A3B"
DATASET="/root/work/logs/synthetic_cumulative_8_s3_cap40k.jsonl"
MAX_REQUESTS="${MAX_REQUESTS:-8}"
MAX_TOKENS="${MAX_TOKENS:-256}"
RESULT_JSON="${OUT_DIR}/eager_100k_b${MAX_BATCHED_TOKENS}_c1_r${MAX_REQUESTS}_t${MAX_TOKENS}_cap40k.json"
SERVER_LOG="${OUT_DIR}/server.log"
DRIVER_LOG="${OUT_DIR}/driver.log"
mkdir -p "${OUT_DIR}"
exec > >(tee -a "${DRIVER_LOG}") 2>&1
echo "[exp] label=${LABEL}"
echo "[exp] max_num_batched_tokens=${MAX_BATCHED_TOKENS}"
echo "[exp] out_dir=${OUT_DIR}"
date
echo "[exp] stopping existing api_server"
PIDS="$(pgrep -f 'vllm.entrypoints.openai.api_server' || true)"
if [ -n "${PIDS}" ]; then
kill -TERM ${PIDS} 2>/dev/null || true
sleep 8
kill -KILL ${PIDS} 2>/dev/null || true
fi
export PYTHONPATH=/usr/local/corex/lib64/python3/dist-packages
export LD_LIBRARY_PATH=/usr/local/corex/lib64:/usr/local/iluvatar/lib64:/usr/local/openmpi/lib
export PATH=/usr/local/corex/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin:/usr/local/openmpi/bin
export MOE_NATIVE=1
export CHUNK_PARALLEL=1
export PREFIX_FLASH=1
export RMSNORM_NATIVE=1
export LOOP1_NATIVE=1
export PROF_TRACE="${PROF_TRACE:-0}"
export PROF_MOE_SUMMARY="${PROF_MOE_SUMMARY:-0}"
export PROF_MOE_SYNC="${PROF_MOE_SYNC:-1}"
export PROF_MOE_INTERVAL="${PROF_MOE_INTERVAL:-400}"
export VLLM_ENGINE_ITERATION_TIMEOUT_S=3600
echo "[exp] gpu before start"
LD_LIBRARY_PATH=/usr/local/corex-3.2.3/lib64:/usr/local/corex/lib64:/usr/local/corex/lib:/usr/local/iluvatar/lib64 \
timeout 15 /usr/local/corex/bin/ixsmi || true
echo "[exp] starting server"
cd /root || exit 1
nohup python3 -m vllm.entrypoints.openai.api_server \
--model "${MODEL_PATH}" \
--served-model-name llm \
--host 0.0.0.0 \
--port 1111 \
--max-model-len 100000 \
--enforce-eager \
--gpu-memory-utilization 0.9 \
--trust-remote-code \
-tp 4 \
--max-num-seqs 1 \
--disable-log-requests \
--disable-frontend-multiprocessing \
--max-num-batched-tokens "${MAX_BATCHED_TOKENS}" \
--enable-chunked-prefill \
--max-seq-len-to-capture 32768 \
--enable-auto-tool-choice \
--tool-call-parser qwen3_coder \
--reasoning-parser qwen3 \
--enable-prefix-caching \
--chat-template /workspace/chat_template_multi_system.jinja \
> "${SERVER_LOG}" 2>&1 &
SERVER_PID="$!"
echo "[exp] server_pid=${SERVER_PID}"
echo "[exp] waiting for health"
for i in $(seq 1 90); do
if python3 -c "import urllib.request; urllib.request.urlopen('http://127.0.0.1:1111/health', timeout=3).read()" >/dev/null 2>&1; then
echo "[exp] health ok after ${i} checks"
break
fi
if ! kill -0 "${SERVER_PID}" 2>/dev/null; then
echo "[exp] server exited before health"
tail -120 "${SERVER_LOG}" || true
exit 2
fi
sleep 5
done
if ! python3 -c "import urllib.request; urllib.request.urlopen('http://127.0.0.1:1111/health', timeout=5).read()" >/dev/null 2>&1; then
echo "[exp] health failed"
tail -120 "${SERVER_LOG}" || true
exit 3
fi
echo "[exp] running benchmark"
cd /root/work || exit 1
python3 /root/work/formal_perf_bench.py \
--url http://127.0.0.1:1111 \
--model llm \
--dataset "${DATASET}" \
--concurrency 1 \
--max-requests "${MAX_REQUESTS}" \
--max-tokens "${MAX_TOKENS}" \
--timeout 1800 \
--out "${RESULT_JSON}"
BENCH_RC="$?"
echo "[exp] benchmark rc=${BENCH_RC}"
cat "${RESULT_JSON}" || true
echo "[exp] gpu after benchmark"
LD_LIBRARY_PATH=/usr/local/corex-3.2.3/lib64:/usr/local/corex/lib64:/usr/local/corex/lib:/usr/local/iluvatar/lib64 \
timeout 15 /usr/local/corex/bin/ixsmi || true
exit "${BENCH_RC}"