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Document long-context limits and host OOM at near-262K input

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docs/context262k-plan.md
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# 接近 262K 上下文测试方案
执行顺序：当前 eager + prefix cache → CUDA Graph + prefix cache → 恢复当前 eager。
模型、nightly、MTP=2、BF16 KV、GPU memory=0.80、batch tokens=2048、max_num_seqs=4 不变。
仅串行单请求；不代表四路同时支持 262K。
- 输入档位（含聊天模板）：约 65536、131072、260000 tokens。
- 每档两份固定种子合成档案，每份在约 5%、50%、95% 位置放置三个唯一项目预算。
- 顺序查询前、中、后，再原样重复前部问题；每组共 24 次主请求。
- 输出预算 2048（思考和正文合计），temperature=0、seed=42、reasoning_effort=low。
- 使用固定 revision tokenizer 构造，并通过服务端 /tokenize 预检；实际 usage 为最终计数依据。
- 相同文档/问题在两种执行模式间必须有相同哈希与 token 预算。
- 每份新文档有独立前缀；记录每次真实 prefix hit 增量，不清 OS 页缓存。
- 记录答案精确匹配、结束原因、思考 token、TTFT（含思考）、正文首 token、总耗时、token usage。
- 每 5 秒记录主机 MemAvailable、swap 存量及 pswpin/pswpout 累计量、内存压力、容器状态。
- 服务崩溃/OOM、单请求超过 20 分钟，或 MemAvailable 连续约 30 秒低于 4 GiB 且同期换页超过 512 MiB：停止更高档，恢复默认服务。
- 答错或长度截断只复核一次同一请求，首试结果仍保留；服务稳定时继续高档以观察能力边界。
- 结束做健康与算术/中文/工具调用 smoke 检查。结果和脚本提交已有 Gitea 优化分支。
这是有限合成检索和容量测试，不等同于真实业务质量、长期稳定性、多模态或全长并发验收。
## 执行后修订
原停止条件未覆盖先发生的主机进程 OOM，不能作为充分保护。后续保护改为同时检查主机 OOM 计数，
并在 MemAvailable 低于 2 GiB 持续约 5 秒时停止；完整发现见 [结果报告](context262k-results.md)。
docs/context262k-results.md
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# 长上下文测试：64K / 128K 通过，接近 262K 存在主机 OOM
2026-09-17 开始测试，2026-09-18 完成恢复。方案见 [测试方案](context262k-plan.md)。
**不能将当前配置的 262144 上限视为稳定可用容量。**
64K、128K 的 eager 和 CUDA Graph 两组均通过本轮单请求合成检索。
接近 260K 时，eager 虽然完成全部检索并答对，主机已发生 OOM、杀掉音频服务；
CUDA Graph 在第一份 260K 文档的首次请求中进一步触发 OOM，vLLM 被杀，请求未完成。
本轮已停止后续 260K 请求，不调整参数继续追测。
## 方法与实际长度
- 两组都启用前缀缓存、相同 Mamba 修正；MTP=2、BF16 KV、GPU memory=0.80。
- 每档两份不同合成项目预算档案，在约 5%、50%、95% token 位置放入唯一项目记录。
- 每份查询前、中、后位置，再重复前部问题。共计划每组 24 次主请求；串行执行。
- 输出预算 2048，temperature=0、seed=42、reasoning_effort=low；思考与正文共用预算。
- 固定输入在两组间复用，记录文档及完整问题哈希；新的文档前缀避免与预检请求复用。
- 使用服务端 `/tokenize`，显式 `chat_template_kwargs.reasoning_effort=low`，
正式完成请求的 usage 与预检逐条一致。
- 实际输入分别为 65508–65510、131038–131040、259963–259965 tokens。
最大输入加预留输出为 262013，低于 262144；不是发送 262144 输入后再额外申请输出。
- 资源采样约每 5 秒一次；不清 OS 页缓存，两种模式按 eager → graph 执行，顺序不随机化。
## 请求结果
| 输入档位 | eager 首试检索 | CUDA Graph 首试检索 | 稳定性结论 |
|---|---|---|---|
| 约 64K | 8/8 正确 | 8/8 正确 | 本轮通过 |
| 约 128K | 8/8 正确 | 8/8 正确 | 本轮通过 |
| 约 260K | 8/8 正确，但主机 OOM | 首个请求 OOM 中断，后续未执行 | 两组都不通过 |
完成的 40 次主请求均正常 stop，没有答案重试或预算截断；图版本第 41 个主请求未完成。
已完成请求中未记录 KV 缓存抢占。这不排除主机内存不足，二者不是同一判据。
## 延迟
首 token 包含思考。首次读入列保留两份文档的实测值；复用列取 6 次后续查询的中位数。
| 输入档位 | eager 首次首 token（秒） | graph 首次首 token（秒） | eager / graph 复用首 token（秒） |
|---|---:|---:|---:|
| 约 64K | 30.66 / 31.04 | 31.38 / 31.20 | 1.64 / 1.63 |
| 约 128K | 64.90 / 63.08 | 64.67 / 63.28 | 1.77 / 1.77 |
| 约 260K | 168.29 / 137.20 | 未完成 | 1.82 / 无结果 |
eager 的 260K 首次完整回答耗时约 170.50 / 139.25 秒；复用后中位数约 3.82 秒。
该耗时记录来自发生过主机 OOM 的阶段，不能作为稳定性能承诺。
260K 后续请求每次实际 prefix hit 为 257600 tokens。
CUDA Graph 对本轮 64K/128K 预填充未显示明显加速，不能把此前短回答约 4.4% 的收益外推到超长输入。
## 主机 OOM 证据与影响
- eager 阶段采样最低 MemAvailable 约 0.139 GiB；23:28:31 的内核日志记录杀掉 4 个
`wireplumber` / `pipewire` 进程。模型继续回答不代表系统没有受影响。
- graph 阶段采样最低 MemAvailable 约 0.077 GiB；23:50:12 的内核日志记录杀掉 21 个进程，
包括 vLLM、用户管理、D-Bus、桌面门户和音频进程。容器监控记录 `OOMKilled=true`。
- 图请求输出流中断，测试客户端报 `Incomplete response or missing usage`，并触发恢复。
- 两阶段 swap 存量最高都仅约 0.40 GiB；swap 不大量增长不能证明没有内存风险。
- 以上是主机内存耗尽证据，不是已定位到具体 CUDA 内核的缺陷，也不是输出 2048 tokens 太小。
原保护条件要求“低于 4 GiB 持续约 30 秒且同期换页超过 512 MiB”，并检查容器 OOM。
它遗漏了主机进程先被杀的情况，导致 eager 的资源风险未被及时判失败。
该监控覆盖不足已记录；最终稳定性判定以内核日志为准，不能只看 Docker 健康或答案正确率。
改进版监控位于 `experiments/context262k/monitor.py`：加入 `/proc/vmstat` 的主机 OOM 计数，
并在低于 2 GiB 持续约 5 秒时停止测试容器，不再依赖显著 swap 增长。
这是本次事故后的改进，仅做语法检查；没有为验证保护而再次制造低内存场景。
原监控保存在 `monitor-original.py`，两者均是尽力保护，不能保证拦截采样间发生的瞬时 OOM。
## 复现记录与限制
- `scripts/context-benchmark.py`：确定性生成、服务端计数预检、流式检索测试。
- `scripts/summarize-context.py`：按档位汇总，首试和重试分开；请求完成不等于主机稳定。
- `docs/results/context262k/`：正式输入清单、请求结果、资源采样、内核 OOM 事件提取。
- 初次脚本预检曾误用 Transformers 的 BatchEncoding 长度，已改成 `return_dict=False`；
另一次预检请求答对但发现思考模板导致 12-token 计数差异，已修正。两者不混入正式对照。
- 本轮只测试简短合成检索；未验证长答案生成、真实复杂推理、并发满长、长期运行或多模态。
当前证据支持优先在 128K 以内使用和继续验证。要争取接近 262K 的稳定容量，需另行留出更多主机内存并复测，
例如评估降低 KV 缓存预算；本轮没有以调整配置后的结果替代原配置的失败。
## 恢复状态（2026-09-18 00:02，Asia/Shanghai）
- 已恢复 `local/qwen38-flash-spark:prefix-eager-0bfc7a15`，容器 healthy，重启策略 `unless-stopped`。
- 恢复后的算术、中文与工具调用 smoke test 全部通过，可用内存约 18 GiB。
- 已重新启动被 OOM 杀掉的用户管理服务，并确认 D-Bus、音频和用户桌面门户服务 active。
系统及当前用户的 failed units 均为 0；这不等于核验过远程桌面应用的会话内容。
- 默认 Compose 与测试前完全一致，仍配置 262144 上限；本轮没有擅自缩短服务上限。
该上限在当前资源设置下不代表稳定容量，建议业务侧优先限制在 128K 范围内。
- 所有长上下文测试已停止；没有继续使用失败图配置，也没有再次制造内存压力验证新监控。
docs/cuda-graph-retest.md
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测试后已恢复 `prefix-eager-0bfc7a15`，容器 healthy，重启策略 `unless-stopped`。
恢复后的算术、中文、工具调用 smoke test 全部通过；默认 Compose 与测试前逐字一致。
## 后续长上下文容量边界
[64K / 128K / 接近 262K 测试](context262k-results.md)发现：两组均通过 64K/128K 的有限检索，
接近 260K 时两组均发生主机 OOM（图版本请求中断）。此前短上下文通过不能外推为满长稳定。
docs/optimization-results.md
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上述 CUDA Graph 未完成验收是首次实验的状态。后续 graph+前缀缓存组合已通过三轮复测，
短回答中位速度提升约 4.4%，默认仍保留 eager。详见 [复测报告](cuda-graph-retest.md)。
## 后续长上下文容量边界
[64K / 128K / 接近 262K 测试](context262k-results.md)发现：两组均通过 64K/128K 的有限检索，
接近 260K 时两组均发生主机 OOM（图版本请求中断）。此前短上下文通过不能外推为满长稳定。
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{"event": "STAGE_START", "label": "eager", "target_input_tokens": 65536}
{"event": "DOCUMENT_START", "label": "eager", "document": "ctx-65536-1", "document_sha256": "62dc71efdb9de440f4cf319472ece04e2fe59e3c31653d7a95ecf050549c1697", "needle_token_fractions": [0.0502, 0.4994, 0.9486]}
{"event": "REQUEST_START", "label": "eager", "document": "ctx-65536-1", "case": "front"}
{"event": "RESULT", "label": "eager", "document": "ctx-65536-1", "target_input_tokens": 65536, "sample": 1, "case": "front", "attempt": 1, "expected": "90444", "content": "\n\n90444", "correct": true, "finish_reason": "stop", "usage": {"prompt_tokens": 65510, "total_tokens": 65575, "completion_tokens": 65, "completion_tokens_details": {"reasoning_tokens": 57}}, "max_tokens": 2048, "prompt_tokens_preflight": 65510, "prompt_sha256": "cae6de2523bb6e51419630c9a0def8f632e526a3dd32af08f2fd72eff9f3f2d4", "output_sha256": "302f94d12b4e252baa7baf220d83b1bcf00ab99aa2cbe0caf0f9a2f11c136667", "ttft_s": 30.6628, "first_content_s": 32.3902, "elapsed_s": 32.5748, "decode_tps_approx": 35.177, "metrics_delta": {"vllm:prefix_cache_hits_total": 0.0, "vllm:prefix_cache_queries_total": 65510.0, "vllm:num_preemptions_total": 0.0}}
{"event": "REQUEST_START", "label": "eager", "document": "ctx-65536-1", "case": "middle"}
{"event": "RESULT", "label": "eager", "document": "ctx-65536-1", "target_input_tokens": 65536, "sample": 1, "case": "middle", "attempt": 1, "expected": "34096", "content": "\n\n34096", "correct": true, "finish_reason": "stop", "usage": {"prompt_tokens": 65509, "total_tokens": 65578, "completion_tokens": 69, "completion_tokens_details": {"reasoning_tokens": 61}}, "max_tokens": 2048, "prompt_tokens_preflight": 65509, "prompt_sha256": "4aed1cfbe19cb56496e9496753062083ebb9382611731804e6c867ae1025795c", "output_sha256": "dbb3344bbbfc440bc9879aa55218bd37ce356d4e7474f380bad7aa3672a7d6d1", "ttft_s": 1.6441, "first_content_s": 3.4571, "elapsed_s": 3.6215, "decode_tps_approx": 34.531, "metrics_delta": {"vllm:prefix_cache_hits_total": 62400.0, "vllm:prefix_cache_queries_total": 65509.0, "vllm:num_preemptions_total": 0.0}}
{"event": "REQUEST_START", "label": "eager", "document": "ctx-65536-1", "case": "end"}
{"event": "RESULT", "label": "eager", "document": "ctx-65536-1", "target_input_tokens": 65536, "sample": 1, "case": "end", "attempt": 1, "expected": "90059", "content": "\n\n90059", "correct": true, "finish_reason": "stop", "usage": {"prompt_tokens": 65508, "total_tokens": 65576, "completion_tokens": 68, "completion_tokens_details": {"reasoning_tokens": 60}}, "max_tokens": 2048, "prompt_tokens_preflight": 65508, "prompt_sha256": "9415a83f1f499579d7d90bfd4adf63184b021672491f843e6fdea865fdefe9e3", "output_sha256": "5942a81d91d120983a32a67c4a51e6dc7777a602865d95f18d2c833f6a5cbad8", "ttft_s": 1.6438, "first_content_s": 3.6098, "elapsed_s": 3.7096, "decode_tps_approx": 32.56, "metrics_delta": {"vllm:prefix_cache_hits_total": 62400.0, "vllm:prefix_cache_queries_total": 65508.0, "vllm:num_preemptions_total": 0.0}}
{"event": "REQUEST_START", "label": "eager", "document": "ctx-65536-1", "case": "front_repeat"}
{"event": "RESULT", "label": "eager", "document": "ctx-65536-1", "target_input_tokens": 65536, "sample": 1, "case": "front_repeat", "attempt": 1, "expected": "90444", "content": "\n\n90444", "correct": true, "finish_reason": "stop", "usage": {"prompt_tokens": 65510, "total_tokens": 65581, "completion_tokens": 71, "completion_tokens_details": {"reasoning_tokens": 63}}, "max_tokens": 2048, "prompt_tokens_preflight": 65510, "prompt_sha256": "cae6de2523bb6e51419630c9a0def8f632e526a3dd32af08f2fd72eff9f3f2d4", "output_sha256": "7a92de21128e874f2352487d0a9d3a696bec7d76d0af1c0ae1cb69865657a8c4", "ttft_s": 1.6387, "first_content_s": 3.6586, "elapsed_s": 3.7487, "decode_tps_approx": 33.311, "metrics_delta": {"vllm:prefix_cache_hits_total": 62400.0, "vllm:prefix_cache_queries_total": 65510.0, "vllm:num_preemptions_total": 0.0}}
{"event": "DOCUMENT_START", "label": "eager", "document": "ctx-65536-2", "document_sha256": "075f6a50b9fbbc275aaea62f2650a46838f4d19e93a543c4572c4e7acaf90988", "needle_token_fractions": [0.0502, 0.4994, 0.9486]}
{"event": "REQUEST_START", "label": "eager", "document": "ctx-65536-2", "case": "front"}
{"event": "RESULT", "label": "eager", "document": "ctx-65536-2", "target_input_tokens": 65536, "sample": 2, "case": "front", "attempt": 1, "expected": "22735", "content": "\n\n22735", "correct": true, "finish_reason": "stop", "usage": {"prompt_tokens": 65510, "total_tokens": 65578, "completion_tokens": 68, "completion_tokens_details": {"reasoning_tokens": 60}}, "max_tokens": 2048, "prompt_tokens_preflight": 65510, "prompt_sha256": "a42dc20d962b640ab70d2b748464a7907983a252746f927b96edd3c822069830", "output_sha256": "07076c694d1479ce293a3a8a99be405d4663735055b12ccd7f9cc09d5913a353", "ttft_s": 31.0353, "first_content_s": 32.9866, "elapsed_s": 33.1593, "decode_tps_approx": 32.96, "metrics_delta": {"vllm:prefix_cache_hits_total": 0.0, "vllm:prefix_cache_queries_total": 65510.0, "vllm:num_preemptions_total": 0.0}}
{"event": "REQUEST_START", "label": "eager", "document": "ctx-65536-2", "case": "middle"}
{"event": "RESULT", "label": "eager", "document": "ctx-65536-2", "target_input_tokens": 65536, "sample": 2, "case": "middle", "attempt": 1, "expected": "98413", "content": "\n\n98413", "correct": true, "finish_reason": "stop", "usage": {"prompt_tokens": 65509, "total_tokens": 65579, "completion_tokens": 70, "completion_tokens_details": {"reasoning_tokens": 62}}, "max_tokens": 2048, "prompt_tokens_preflight": 65509, "prompt_sha256": "3dc3b7fe628cc09e0ca8d064cbb216150736b71e2913e60610b0baf76dcc01d9", "output_sha256": "bd93ad7becb5cd8bffe19c40c7d6a4811e9904ef7389b8cc6c4b385f4ee2da68", "ttft_s": 1.8752, "first_content_s": 3.7322, "elapsed_s": 3.9, "decode_tps_approx": 35.674, "metrics_delta": {"vllm:prefix_cache_hits_total": 62400.0, "vllm:prefix_cache_queries_total": 65509.0, "vllm:num_preemptions_total": 0.0}}
{"event": "REQUEST_START", "label": "eager", "document": "ctx-65536-2", "case": "end"}
{"event": "RESULT", "label": "eager", "document": "ctx-65536-2", "target_input_tokens": 65536, "sample": 2, "case": "end", "attempt": 1, "expected": "61613", "content": "\n\n61613", "correct": true, "finish_reason": "stop", "usage": {"prompt_tokens": 65508, "total_tokens": 65576, "completion_tokens": 68, "completion_tokens_details": {"reasoning_tokens": 60}}, "max_tokens": 2048, "prompt_tokens_preflight": 65508, "prompt_sha256": "96f91ecd7e78d9c40fa68491b95c9a7679ecd8ac7cdf8cf48bea95317e467d9a", "output_sha256": "ee8baefb44e3ab630939a0deef7a4d299746c863731ca3b37c05a4de47e02f3a", "ttft_s": 1.6436, "first_content_s": 3.5102, "elapsed_s": 3.5985, "decode_tps_approx": 34.431, "metrics_delta": {"vllm:prefix_cache_hits_total": 62400.0, "vllm:prefix_cache_queries_total": 65508.0, "vllm:num_preemptions_total": 0.0}}
{"event": "REQUEST_START", "label": "eager", "document": "ctx-65536-2", "case": "front_repeat"}
{"event": "RESULT", "label": "eager", "document": "ctx-65536-2", "target_input_tokens": 65536, "sample": 2, "case": "front_repeat", "attempt": 1, "expected": "22735", "content": "\n\n22735", "correct": true, "finish_reason": "stop", "usage": {"prompt_tokens": 65510, "total_tokens": 65577, "completion_tokens": 67, "completion_tokens_details": {"reasoning_tokens": 59}}, "max_tokens": 2048, "prompt_tokens_preflight": 65510, "prompt_sha256": "a42dc20d962b640ab70d2b748464a7907983a252746f927b96edd3c822069830", "output_sha256": "30b1b9027bce736ffe42fcbfa72a40e7783058313731482ed6e386c99c6540b0", "ttft_s": 1.6499, "first_content_s": 3.5885, "elapsed_s": 3.7598, "decode_tps_approx": 31.412, "metrics_delta": {"vllm:prefix_cache_hits_total": 62400.0, "vllm:prefix_cache_queries_total": 65510.0, "vllm:num_preemptions_total": 0.0}}
{"event": "STAGE_COMPLETED", "label": "eager", "target_input_tokens": 65536}
{"event": "STAGE_START", "label": "eager", "target_input_tokens": 131072}
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docs/results/context262k/fixtures.jsonl
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docs/results/context262k/graph.jsonl
+52
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{"event": "RESULT", "label": "graph", "document": "ctx-65536-1", "target_input_tokens": 65536, "sample": 1, "case": "front_repeat", "attempt": 1, "expected": "90444", "content": "\n\n90444", "correct": true, "finish_reason": "stop", "usage": {"prompt_tokens": 65510, "total_tokens": 65575, "completion_tokens": 65, "completion_tokens_details": {"reasoning_tokens": 57}}, "max_tokens": 2048, "prompt_tokens_preflight": 65510, "prompt_sha256": "cae6de2523bb6e51419630c9a0def8f632e526a3dd32af08f2fd72eff9f3f2d4", "output_sha256": "302f94d12b4e252baa7baf220d83b1bcf00ab99aa2cbe0caf0f9a2f11c136667", "ttft_s": 1.631, "first_content_s": 3.3, "elapsed_s": 3.4747, "decode_tps_approx": 36.506, "metrics_delta": {"vllm:prefix_cache_hits_total": 62400.0, "vllm:prefix_cache_queries_total": 65510.0, "vllm:num_preemptions_total": 0.0}}
{"event": "DOCUMENT_START", "label": "graph", "document": "ctx-65536-2", "document_sha256": "075f6a50b9fbbc275aaea62f2650a46838f4d19e93a543c4572c4e7acaf90988", "needle_token_fractions": [0.0502, 0.4994, 0.9486]}
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{"event": "RESULT", "label": "graph", "document": "ctx-65536-2", "target_input_tokens": 65536, "sample": 2, "case": "front", "attempt": 1, "expected": "22735", "content": "\n\n22735", "correct": true, "finish_reason": "stop", "usage": {"prompt_tokens": 65510, "total_tokens": 65577, "completion_tokens": 67, "completion_tokens_details": {"reasoning_tokens": 59}}, "max_tokens": 2048, "prompt_tokens_preflight": 65510, "prompt_sha256": "a42dc20d962b640ab70d2b748464a7907983a252746f927b96edd3c822069830", "output_sha256": "800ef0d2008bd683590ca51be8004d2b067f700b5b4678dbc6838671ae14004f", "ttft_s": 31.2016, "first_content_s": 32.9539, "elapsed_s": 33.1287, "decode_tps_approx": 34.386, "metrics_delta": {"vllm:prefix_cache_hits_total": 0.0, "vllm:prefix_cache_queries_total": 65510.0, "vllm:num_preemptions_total": 0.0}}
{"event": "REQUEST_START", "label": "graph", "document": "ctx-65536-2", "case": "middle"}
{"event": "RESULT", "label": "graph", "document": "ctx-65536-2", "target_input_tokens": 65536, "sample": 2, "case": "middle", "attempt": 1, "expected": "98413", "content": "\n\n98413", "correct": true, "finish_reason": "stop", "usage": {"prompt_tokens": 65509, "total_tokens": 65576, "completion_tokens": 67, "completion_tokens_details": {"reasoning_tokens": 59}}, "max_tokens": 2048, "prompt_tokens_preflight": 65509, "prompt_sha256": "3dc3b7fe628cc09e0ca8d064cbb216150736b71e2913e60610b0baf76dcc01d9", "output_sha256": "0776f36146e6ef2c6ce63b0167fbd8477a8029af20d4d422d30dad32e15cf392", "ttft_s": 1.634, "first_content_s": 3.4029, "elapsed_s": 3.5735, "decode_tps_approx": 35.588, "metrics_delta": {"vllm:prefix_cache_hits_total": 62400.0, "vllm:prefix_cache_queries_total": 65509.0, "vllm:num_preemptions_total": 0.0}}
{"event": "REQUEST_START", "label": "graph", "document": "ctx-65536-2", "case": "end"}
{"event": "RESULT", "label": "graph", "document": "ctx-65536-2", "target_input_tokens": 65536, "sample": 2, "case": "end", "attempt": 1, "expected": "61613", "content": "\n\n61613", "correct": true, "finish_reason": "stop", "usage": {"prompt_tokens": 65508, "total_tokens": 65574, "completion_tokens": 66, "completion_tokens_details": {"reasoning_tokens": 58}}, "max_tokens": 2048, "prompt_tokens_preflight": 65508, "prompt_sha256": "96f91ecd7e78d9c40fa68491b95c9a7679ecd8ac7cdf8cf48bea95317e467d9a", "output_sha256": "f0d613427a49bcc6875f076a4bacab0e199cb28c02361640f1d0dd76b12cd42a", "ttft_s": 1.6339, "first_content_s": 3.3157, "elapsed_s": 3.4025, "decode_tps_approx": 36.91, "metrics_delta": {"vllm:prefix_cache_hits_total": 62400.0, "vllm:prefix_cache_queries_total": 65508.0, "vllm:num_preemptions_total": 0.0}}
{"event": "REQUEST_START", "label": "graph", "document": "ctx-65536-2", "case": "front_repeat"}
{"event": "RESULT", "label": "graph", "document": "ctx-65536-2", "target_input_tokens": 65536, "sample": 2, "case": "front_repeat", "attempt": 1, "expected": "22735", "content": "\n\n22735", "correct": true, "finish_reason": "stop", "usage": {"prompt_tokens": 65510, "total_tokens": 65581, "completion_tokens": 71, "completion_tokens_details": {"reasoning_tokens": 63}}, "max_tokens": 2048, "prompt_tokens_preflight": 65510, "prompt_sha256": "a42dc20d962b640ab70d2b748464a7907983a252746f927b96edd3c822069830", "output_sha256": "f8f3af6416a04184ba903b37a60fae8d67d230abfba70767e09d494429cedd33", "ttft_s": 1.6437, "first_content_s": 3.5088, "elapsed_s": 3.6774, "decode_tps_approx": 34.565, "metrics_delta": {"vllm:prefix_cache_hits_total": 62400.0, "vllm:prefix_cache_queries_total": 65510.0, "vllm:num_preemptions_total": 0.0}}
{"event": "STAGE_COMPLETED", "label": "graph", "target_input_tokens": 65536}
{"event": "STAGE_START", "label": "graph", "target_input_tokens": 131072}
{"event": "DOCUMENT_START", "label": "graph", "document": "ctx-131072-1", "document_sha256": "81014bff67378118f3b3ceba03c745724783df5600e0327fc34d8b57616b48c1", "needle_token_fractions": [0.05, 0.4998, 0.9494]}
{"event": "REQUEST_START", "label": "graph", "document": "ctx-131072-1", "case": "front"}
{"event": "RESULT", "label": "graph", "document": "ctx-131072-1", "target_input_tokens": 131072, "sample": 1, "case": "front", "attempt": 1, "expected": "22798", "content": "\n\n22798", "correct": true, "finish_reason": "stop", "usage": {"prompt_tokens": 131040, "total_tokens": 131107, "completion_tokens": 67, "completion_tokens_details": {"reasoning_tokens": 59}}, "max_tokens": 2048, "prompt_tokens_preflight": 131040, "prompt_sha256": "941a60b4a55cfbf2250885fd7af910fcee51df9a63a7bb0e5fd23eb0b2e981c9", "output_sha256": "f2e65532c3fedd9134daa4660cdd96280c3283b7ef9f4514d1b54f865d5c0c65", "ttft_s": 64.6686, "first_content_s": 66.4772, "elapsed_s": 66.5778, "decode_tps_approx": 34.72, "metrics_delta": {"vllm:prefix_cache_hits_total": 0.0, "vllm:prefix_cache_queries_total": 131040.0, "vllm:num_preemptions_total": 0.0}}
{"event": "REQUEST_START", "label": "graph", "document": "ctx-131072-1", "case": "middle"}
{"event": "RESULT", "label": "graph", "document": "ctx-131072-1", "target_input_tokens": 131072, "sample": 1, "case": "middle", "attempt": 1, "expected": "87671", "content": "\n\n87671", "correct": true, "finish_reason": "stop", "usage": {"prompt_tokens": 131039, "total_tokens": 131104, "completion_tokens": 65, "completion_tokens_details": {"reasoning_tokens": 57}}, "max_tokens": 2048, "prompt_tokens_preflight": 131039, "prompt_sha256": "7289422da2bb1b74f436e7589057e2ee045b3fb9f6a9d24af6c560f344768a30", "output_sha256": "a332a7f3eb061442f33f29bb29a7727c2d71ddd9afa5bea2584bb532b5e27920", "ttft_s": 1.7696, "first_content_s": 3.5958, "elapsed_s": 3.7695, "decode_tps_approx": 32.147, "metrics_delta": {"vllm:prefix_cache_hits_total": 128000.0, "vllm:prefix_cache_queries_total": 131039.0, "vllm:num_preemptions_total": 0.0}}
{"event": "REQUEST_START", "label": "graph", "document": "ctx-131072-1", "case": "end"}
{"event": "RESULT", "label": "graph", "document": "ctx-131072-1", "target_input_tokens": 131072, "sample": 1, "case": "end", "attempt": 1, "expected": "66667", "content": "\n\n66667", "correct": true, "finish_reason": "stop", "usage": {"prompt_tokens": 131038, "total_tokens": 131106, "completion_tokens": 68, "completion_tokens_details": {"reasoning_tokens": 60}}, "max_tokens": 2048, "prompt_tokens_preflight": 131038, "prompt_sha256": "5231b28263eefbc827fce10ebfe9af3f43baf90154bfd9ddac916ca086ad1eda", "output_sha256": "b2e1d3b077c4c2780190d7705a5569da88f63ef165a81b6ad5b6f0f81ec80286", "ttft_s": 1.7634, "first_content_s": 3.669, "elapsed_s": 3.7757, "decode_tps_approx": 33.435, "metrics_delta": {"vllm:prefix_cache_hits_total": 128000.0, "vllm:prefix_cache_queries_total": 131038.0, "vllm:num_preemptions_total": 0.0}}
{"event": "REQUEST_START", "label": "graph", "document": "ctx-131072-1", "case": "front_repeat"}
{"event": "RESULT", "label": "graph", "document": "ctx-131072-1", "target_input_tokens": 131072, "sample": 1, "case": "front_repeat", "attempt": 1, "expected": "22798", "content": "\n\n22798", "correct": true, "finish_reason": "stop", "usage": {"prompt_tokens": 131040, "total_tokens": 131107, "completion_tokens": 67, "completion_tokens_details": {"reasoning_tokens": 59}}, "max_tokens": 2048, "prompt_tokens_preflight": 131040, "prompt_sha256": "941a60b4a55cfbf2250885fd7af910fcee51df9a63a7bb0e5fd23eb0b2e981c9", "output_sha256": "8e8ae60c86d7472427ad9fa0f03351e31fc544c601d3a20bcf41e6e7902cc5df", "ttft_s": 1.7666, "first_content_s": 3.4995, "elapsed_s": 3.6726, "decode_tps_approx": 34.776, "metrics_delta": {"vllm:prefix_cache_hits_total": 128000.0, "vllm:prefix_cache_queries_total": 131040.0, "vllm:num_preemptions_total": 0.0}}
{"event": "DOCUMENT_START", "label": "graph", "document": "ctx-131072-2", "document_sha256": "040a0cd85bb25a86dd2bb771a070e8bdc8a8c64b7de671f63e35a5a30cf2ee59", "needle_token_fractions": [0.05, 0.4998, 0.9494]}
{"event": "REQUEST_START", "label": "graph", "document": "ctx-131072-2", "case": "front"}
{"event": "RESULT", "label": "graph", "document": "ctx-131072-2", "target_input_tokens": 131072, "sample": 2, "case": "front", "attempt": 1, "expected": "21330", "content": "\n\n21330", "correct": true, "finish_reason": "stop", "usage": {"prompt_tokens": 131040, "total_tokens": 131106, "completion_tokens": 66, "completion_tokens_details": {"reasoning_tokens": 58}}, "max_tokens": 2048, "prompt_tokens_preflight": 131040, "prompt_sha256": "cbbe2526ffeabd635cb332d2884e9b38cfd848fc01920eff66bb2ba53a16aa09", "output_sha256": "d0ed7218b33c233b8f19cfe2d065b167568dcb52d2c41b9006d672e9478aee7d", "ttft_s": 63.2781, "first_content_s": 65.0856, "elapsed_s": 65.2604, "decode_tps_approx": 32.929, "metrics_delta": {"vllm:prefix_cache_hits_total": 0.0, "vllm:prefix_cache_queries_total": 131040.0, "vllm:num_preemptions_total": 0.0}}
{"event": "REQUEST_START", "label": "graph", "document": "ctx-131072-2", "case": "middle"}
{"event": "RESULT", "label": "graph", "document": "ctx-131072-2", "target_input_tokens": 131072, "sample": 2, "case": "middle", "attempt": 1, "expected": "22858", "content": "\n\n22858", "correct": true, "finish_reason": "stop", "usage": {"prompt_tokens": 131039, "total_tokens": 131107, "completion_tokens": 68, "completion_tokens_details": {"reasoning_tokens": 60}}, "max_tokens": 2048, "prompt_tokens_preflight": 131039, "prompt_sha256": "68107d0867abd73f9abe591916a726eaaef94e3fc5d0277566a76ea49803a4cb", "output_sha256": "f07af8e77a0089c8356262cc1a11056bae37f3d44f3fded5c0bbdb5454e74eb8", "ttft_s": 1.7672, "first_content_s": 3.5913, "elapsed_s": 3.699, "decode_tps_approx": 34.823, "metrics_delta": {"vllm:prefix_cache_hits_total": 128000.0, "vllm:prefix_cache_queries_total": 131039.0, "vllm:num_preemptions_total": 0.0}}
{"event": "REQUEST_START", "label": "graph", "document": "ctx-131072-2", "case": "end"}
{"event": "RESULT", "label": "graph", "document": "ctx-131072-2", "target_input_tokens": 131072, "sample": 2, "case": "end", "attempt": 1, "expected": "26681", "content": "\n\n26681", "correct": true, "finish_reason": "stop", "usage": {"prompt_tokens": 131038, "total_tokens": 131101, "completion_tokens": 63, "completion_tokens_details": {"reasoning_tokens": 55}}, "max_tokens": 2048, "prompt_tokens_preflight": 131038, "prompt_sha256": "344c248b70b3519e8446e645d9afdfafe315ebfb7a619e70ff458d6b0cc628e1", "output_sha256": "8c75d9d6e54e6f3a5f5deb1a51d2c06f7deb0697c53e7a8a4718163490d5292e", "ttft_s": 1.7714, "first_content_s": 3.4271, "elapsed_s": 3.6039, "decode_tps_approx": 33.993, "metrics_delta": {"vllm:prefix_cache_hits_total": 128000.0, "vllm:prefix_cache_queries_total": 131038.0, "vllm:num_preemptions_total": 0.0}}
{"event": "REQUEST_START", "label": "graph", "document": "ctx-131072-2", "case": "front_repeat"}
{"event": "RESULT", "label": "graph", "document": "ctx-131072-2", "target_input_tokens": 131072, "sample": 2, "case": "front_repeat", "attempt": 1, "expected": "21330", "content": "\n\n21330", "correct": true, "finish_reason": "stop", "usage": {"prompt_tokens": 131040, "total_tokens": 131107, "completion_tokens": 67, "completion_tokens_details": {"reasoning_tokens": 59}}, "max_tokens": 2048, "prompt_tokens_preflight": 131040, "prompt_sha256": "cbbe2526ffeabd635cb332d2884e9b38cfd848fc01920eff66bb2ba53a16aa09", "output_sha256": "e10c3e14917479637c124594ac830790a96d90ed04093d982f4729fe678123ad", "ttft_s": 1.7713, "first_content_s": 3.5814, "elapsed_s": 3.7475, "decode_tps_approx": 33.552, "metrics_delta": {"vllm:prefix_cache_hits_total": 128000.0, "vllm:prefix_cache_queries_total": 131040.0, "vllm:num_preemptions_total": 0.0}}
{"event": "STAGE_COMPLETED", "label": "graph", "target_input_tokens": 131072}
{"event": "STAGE_START", "label": "graph", "target_input_tokens": 260000}
{"event": "DOCUMENT_START", "label": "graph", "document": "ctx-260000-1", "document_sha256": "35126a00209a0d6d178dbe3aaa810912e87134bd2cc842fb9a038f890e8a1602", "needle_token_fractions": [0.05, 0.4998, 0.9497]}
{"event": "REQUEST_START", "label": "graph", "document": "ctx-260000-1", "case": "front"}
Traceback (most recent call last):
File "/tmp/context-benchmark.py", line 198, in <module>
run(args.data, args.label)
File "/tmp/context-benchmark.py", line 180, in run
result = run_case(label, fixture, case, 1)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/tmp/context-benchmark.py", line 148, in run_case
raise RuntimeError('Incomplete response or missing usage')
RuntimeError: Incomplete response or missing usage
docs/results/context262k/oom-evidence.json
+130
View File
@@ -0,0 +1,130 @@
{
"page_size_bytes": 4096,
"events": [
{
"time": "Sep 17 23:28:31",
"pid": 291090,
"process": "wireplumber"
},
{
"time": "Sep 17 23:28:31",
"pid": 2593,
"process": "wireplumber"
},
{
"time": "Sep 17 23:28:31",
"pid": 2590,
"process": "pipewire"
},
{
"time": "Sep 17 23:28:31",
"pid": 291086,
"process": "pipewire"
},
{
"time": "Sep 17 23:50:12",
"pid": 373208,
"process": "wireplumber"
},
{
"time": "Sep 17 23:50:12",
"pid": 373206,
"process": "wireplumber"
},
{
"time": "Sep 17 23:50:12",
"pid": 373205,
"process": "pipewire"
},
{
"time": "Sep 17 23:50:12",
"pid": 373207,
"process": "pipewire"
},
{
"time": "Sep 17 23:50:12",
"pid": 2594,
"process": "pipewire-pulse"
},
{
"time": "Sep 17 23:50:12",
"pid": 291091,
"process": "pipewire-pulse"
},
{
"time": "Sep 17 23:50:12",
"pid": 3384,
"process": "gnome-keyring-d"
},
{
"time": "Sep 17 23:50:12",
"pid": 2638,
"process": "xdg-document-po"
},
{
"time": "Sep 17 23:50:12",
"pid": 2605,
"process": "dbus-daemon"
},
{
"time": "Sep 17 23:50:12",
"pid": 291138,
"process": "xdg-document-po"
},
{
"time": "Sep 17 23:50:12",
"pid": 291117,
"process": "dbus-daemon"
},
{
"time": "Sep 17 23:50:12",
"pid": 291150,
"process": "xdg-permission-"
},
{
"time": "Sep 17 23:50:12",
"pid": 2689,
"process": "xdg-permission-"
},
{
"time": "Sep 17 23:50:12",
"pid": 291161,
"process": "fusermount3"
},
{
"time": "Sep 17 23:50:12",
"pid": 2707,
"process": "fusermount3"
},
{
"time": "Sep 17 23:50:12",
"pid": 291089,
"process": "user-session-he"
},
{
"time": "Sep 17 23:50:12",
"pid": 2521,
"process": "systemd"
},
{
"time": "Sep 17 23:50:12",
"pid": 291071,
"process": "systemd"
},
{
"time": "Sep 17 23:50:12",
"pid": 291075,
"process": "(sd-pam"
},
{
"time": "Sep 17 23:50:12",
"pid": 2533,
"process": "(sd-pam"
},
{
"time": "Sep 17 23:50:12",
"pid": 374016,
"process": "vllm"
}
]
}
docs/results/context262k/recovery.json
+14
View File
@@ -0,0 +1,14 @@
{
"verified_at": "2026-09-18T00:02:00+08:00",
"timestamp_precision": "minute",
"image": "local/qwen38-flash-spark:prefix-eager-0bfc7a15",
"health": "healthy",
"restart_policy": "unless-stopped",
"smoke": "passed",
"tool_call": "passed",
"system_failed_units": 0,
"user_failed_units": 0,
"default_compose_unchanged": true,
"configured_context_limit": 262144,
"context_limit_is_not_stability_guarantee": true
}
docs/results/context262k/resources.jsonl
+337
View File
@@ -0,0 +1,337 @@
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{"time": 1789658895.544402, "available_kib": 990752, "swap_used_kib": 386360, "pswpin": 58964, "pswpout": 161498, "status": "running", "oom_killed": false, "memory_pressure": "some avg10=11.87 avg60=4.18 avg300=1.06 total=13699927\nfull avg10=11.87 avg60=4.18 avg300=1.06 total=13687021"}
{"time": 1789658902.1427128, "available_kib": 146080, "swap_used_kib": 416668, "pswpin": 61230, "pswpout": 171983, "status": "running", "oom_killed": false, "memory_pressure": "some avg10=15.40 avg60=5.71 avg300=1.45 total=15105041\nfull avg10=15.40 avg60=5.71 avg300=1.45 total=15091509"}
{"time": 1789658908.878199, "available_kib": 152008, "swap_used_kib": 416668, "pswpin": 66796, "pswpout": 175865, "status": "running", "oom_killed": false, "memory_pressure": "some avg10=14.04 avg60=6.79 avg300=1.81 total=15794783\nfull avg10=14.04 avg60=6.79 avg300=1.81 total=15781200"}
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{"time": 1789658944.764727, "available_kib": 11188908, "swap_used_kib": 398224, "pswpin": 100492, "pswpout": 181408, "status": "running", "oom_killed": false, "memory_pressure": "some avg10=0.61 avg60=4.36 avg300=1.80 total=16443863\nfull avg10=0.61 avg60=4.36 avg300=1.80 total=16429391"}
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{"time": 1789658954.8232446, "available_kib": 11234164, "swap_used_kib": 398108, "pswpin": 103578, "pswpout": 181408, "status": "running", "oom_killed": false, "memory_pressure": "some avg10=0.22 avg60=3.69 avg300=1.74 total=16443863\nfull avg10=0.22 avg60=3.69 avg300=1.74 total=16429391"}
{"time": 1789658959.856721, "available_kib": 11253812, "swap_used_kib": 398108, "pswpin": 104201, "pswpout": 181408, "status": "running", "oom_killed": false, "memory_pressure": "some avg10=0.15 avg60=3.45 avg300=1.71 total=16443863\nfull avg10=0.15 avg60=3.45 avg300=1.71 total=16429391"}
{"time": 1789658964.8846357, "available_kib": 11257832, "swap_used_kib": 398108, "pswpin": 104211, "pswpout": 181408, "status": "running", "oom_killed": false, "memory_pressure": "some avg10=0.08 avg60=3.12 avg300=1.68 total=16443863\nfull avg10=0.08 avg60=3.12 avg300=1.68 total=16429391"}
{"time": 1789658969.899206, "available_kib": 11258044, "swap_used_kib": 398108, "pswpin": 104237, "pswpout": 181408, "status": "running", "oom_killed": false, "memory_pressure": "some avg10=0.05 avg60=2.92 avg300=1.66 total=16443863\nfull avg10=0.05 avg60=2.92 avg300=1.66 total=16429391"}
{"time": 1789658974.9301906, "available_kib": 11267256, "swap_used_kib": 398108, "pswpin": 104258, "pswpout": 181408, "status": "running", "oom_killed": false, "memory_pressure": "some avg10=0.02 avg60=2.64 avg300=1.62 total=16443863\nfull avg10=0.02 avg60=2.64 avg300=1.62 total=16429391"}
{"time": 1789658979.9615812, "available_kib": 11260264, "swap_used_kib": 398092, "pswpin": 106517, "pswpout": 181408, "status": "running", "oom_killed": false, "memory_pressure": "some avg10=0.01 avg60=2.47 avg300=1.60 total=16443863\nfull avg10=0.01 avg60=2.47 avg300=1.60 total=16429391"}
{"time": 1789658984.9923491, "available_kib": 11251948, "swap_used_kib": 398092, "pswpin": 106697, "pswpout": 181408, "status": "running", "oom_killed": false, "memory_pressure": "some avg10=0.01 avg60=2.23 avg300=1.56 total=16443863\nfull avg10=0.01 avg60=2.23 avg300=1.56 total=16429391"}
{"time": 1789658990.0270562, "available_kib": 11250484, "swap_used_kib": 398092, "pswpin": 106727, "pswpout": 181408, "status": "running", "oom_killed": false, "memory_pressure": "some avg10=0.00 avg60=2.09 avg300=1.54 total=16443863\nfull avg10=0.00 avg60=2.09 avg300=1.54 total=16429391"}
{"time": 1789658995.0601377, "available_kib": 11253212, "swap_used_kib": 398076, "pswpin": 106873, "pswpout": 181408, "status": "running", "oom_killed": false, "memory_pressure": "some avg10=0.00 avg60=1.89 avg300=1.51 total=16443880\nfull avg10=0.00 avg60=1.89 avg300=1.51 total=16429408"}
{"time": 1789659000.09031, "available_kib": 11251644, "swap_used_kib": 398076, "pswpin": 107152, "pswpout": 181408, "status": "running", "oom_killed": false, "memory_pressure": "some avg10=0.00 avg60=1.77 avg300=1.49 total=16443880\nfull avg10=0.00 avg60=1.77 avg300=1.49 total=16429408"}
{"time": 1789659005.1166606, "available_kib": 11243236, "swap_used_kib": 397300, "pswpin": 108640, "pswpout": 181408, "status": "running", "oom_killed": false, "memory_pressure": "some avg10=0.00 avg60=1.60 avg300=1.46 total=16443880\nfull avg10=0.00 avg60=1.60 avg300=1.46 total=16429408"}
{"time": 1789659010.148615, "available_kib": 11242528, "swap_used_kib": 397288, "pswpin": 108671, "pswpout": 181408, "status": "running", "oom_killed": false, "memory_pressure": "some avg10=0.00 avg60=1.50 avg300=1.44 total=16443880\nfull avg10=0.00 avg60=1.50 avg300=1.44 total=16429408"}
{"time": 1789659015.1821651, "available_kib": 11230116, "swap_used_kib": 397260, "pswpin": 108783, "pswpout": 181408, "status": "running", "oom_killed": false, "memory_pressure": "some avg10=0.00 avg60=1.35 avg300=1.41 total=16443880\nfull avg10=0.00 avg60=1.35 avg300=1.41 total=16429408"}
{"time": 1789659020.2120805, "available_kib": 11227168, "swap_used_kib": 397124, "pswpin": 108794, "pswpout": 181408, "status": "running", "oom_killed": false, "memory_pressure": "some avg10=0.00 avg60=1.26 avg300=1.39 total=16443880\nfull avg10=0.00 avg60=1.26 avg300=1.39 total=16429408"}
{"time": 1789659025.2398205, "available_kib": 11222440, "swap_used_kib": 397124, "pswpin": 108804, "pswpout": 181408, "status": "running", "oom_killed": false, "memory_pressure": "some avg10=0.00 avg60=1.14 avg300=1.36 total=16443880\nfull avg10=0.00 avg60=1.14 avg300=1.36 total=16429408"}
{"time": 1789659030.2665222, "available_kib": 11234840, "swap_used_kib": 397124, "pswpin": 108806, "pswpout": 181408, "status": "running", "oom_killed": false, "memory_pressure": "some avg10=0.00 avg60=1.07 avg300=1.34 total=16443880\nfull avg10=0.00 avg60=1.07 avg300=1.34 total=16429408"}
{"time": 1789659035.286854, "available_kib": 11239000, "swap_used_kib": 397124, "pswpin": 108821, "pswpout": 181408, "status": "running", "oom_killed": false, "memory_pressure": "some avg10=0.00 avg60=0.97 avg300=1.31 total=16443880\nfull avg10=0.00 avg60=0.97 avg300=1.31 total=16429408"}
{"time": 1789659040.3129528, "available_kib": 11235308, "swap_used_kib": 397084, "pswpin": 108834, "pswpout": 181408, "status": "running", "oom_killed": false, "memory_pressure": "some avg10=0.00 avg60=0.90 avg300=1.29 total=16443880\nfull avg10=0.00 avg60=0.90 avg300=1.29 total=16429408"}
{"time": 1789659045.3420465, "available_kib": 11236704, "swap_used_kib": 397068, "pswpin": 108879, "pswpout": 181408, "status": "running", "oom_killed": false, "memory_pressure": "some avg10=0.00 avg60=0.82 avg300=1.27 total=16443880\nfull avg10=0.00 avg60=0.82 avg300=1.27 total=16429408"}
{"time": 1789659050.371347, "available_kib": 11239268, "swap_used_kib": 397068, "pswpin": 108891, "pswpout": 181408, "status": "running", "oom_killed": false, "memory_pressure": "some avg10=0.00 avg60=0.76 avg300=1.25 total=16443880\nfull avg10=0.00 avg60=0.76 avg300=1.25 total=16429408"}
{"time": 1789659055.4000638, "available_kib": 11244056, "swap_used_kib": 397068, "pswpin": 108935, "pswpout": 181408, "status": "running", "oom_killed": false, "memory_pressure": "some avg10=0.00 avg60=0.69 avg300=1.22 total=16443907\nfull avg10=0.00 avg60=0.69 avg300=1.22 total=16429434"}
{"time": 1789659060.4234586, "available_kib": 11238900, "swap_used_kib": 397068, "pswpin": 108936, "pswpout": 181408, "status": "running", "oom_killed": false, "memory_pressure": "some avg10=0.00 avg60=0.64 avg300=1.20 total=16443907\nfull avg10=0.00 avg60=0.64 avg300=1.20 total=16429434"}
{"time": 1789659065.4426894, "available_kib": 11236432, "swap_used_kib": 397064, "pswpin": 108944, "pswpout": 181408, "status": "running", "oom_killed": false, "memory_pressure": "some avg10=0.00 avg60=0.58 avg300=1.18 total=16443907\nfull avg10=0.00 avg60=0.58 avg300=1.18 total=16429434"}
{"time": 1789659070.4610708, "available_kib": 11236308, "swap_used_kib": 397064, "pswpin": 108961, "pswpout": 181408, "status": "running", "oom_killed": false, "memory_pressure": "some avg10=0.00 avg60=0.54 avg300=1.16 total=16443907\nfull avg10=0.00 avg60=0.54 avg300=1.16 total=16429434"}
{"time": 1789659075.4823878, "available_kib": 11225648, "swap_used_kib": 396944, "pswpin": 108990, "pswpout": 181408, "status": "running", "oom_killed": false, "memory_pressure": "some avg10=0.00 avg60=0.49 avg300=1.14 total=16443907\nfull avg10=0.00 avg60=0.49 avg300=1.14 total=16429434"}
{"time": 1789659080.509555, "available_kib": 11228968, "swap_used_kib": 396944, "pswpin": 109002, "pswpout": 181408, "status": "running", "oom_killed": false, "memory_pressure": "some avg10=0.00 avg60=0.46 avg300=1.12 total=16443907\nfull avg10=0.00 avg60=0.46 avg300=1.12 total=16429434"}
{"time": 1789659085.5297632, "available_kib": 11161196, "swap_used_kib": 396944, "pswpin": 109004, "pswpout": 181408, "status": "running", "oom_killed": false, "memory_pressure": "some avg10=0.00 avg60=0.41 avg300=1.10 total=16443907\nfull avg10=0.00 avg60=0.41 avg300=1.10 total=16429434"}
{"time": 1789659090.548376, "available_kib": 11194880, "swap_used_kib": 396944, "pswpin": 109005, "pswpout": 181408, "status": "running", "oom_killed": false, "memory_pressure": "some avg10=0.00 avg60=0.39 avg300=1.08 total=16443907\nfull avg10=0.00 avg60=0.39 avg300=1.08 total=16429434"}
{"time": 1789659095.5654695, "available_kib": 11199380, "swap_used_kib": 387436, "pswpin": 109363, "pswpout": 181408, "status": "running", "oom_killed": false, "memory_pressure": "some avg10=0.00 avg60=0.35 avg300=1.06 total=16443907\nfull avg10=0.00 avg60=0.35 avg300=1.06 total=16429434"}
{"time": 1789659100.583462, "available_kib": 11214588, "swap_used_kib": 387436, "pswpin": 109373, "pswpout": 181408, "status": "running", "oom_killed": false, "memory_pressure": "some avg10=0.00 avg60=0.32 avg300=1.05 total=16443907\nfull avg10=0.00 avg60=0.32 avg300=1.05 total=16429434"}
{"time": 1789659105.6065383, "available_kib": 15094932, "swap_used_kib": 386844, "pswpin": 111197, "pswpout": 181408, "status": "running", "oom_killed": false, "memory_pressure": "some avg10=0.00 avg60=0.29 avg300=1.02 total=16443907\nfull avg10=0.00 avg60=0.29 avg300=1.02 total=16429434"}
{"time": 1789659110.618309, "available_kib": 124399220, "swap_used_kib": 378924, "pswpin": 113440, "pswpout": 181408, "status": "running", "oom_killed": false, "memory_pressure": "some avg10=0.00 avg60=0.27 avg300=1.01 total=16444493\nfull avg10=0.00 avg60=0.27 avg300=1.01 total=16430021"}
{"time": 1789659115.631441, "available_kib": 124156328, "swap_used_kib": 378632, "pswpin": 113450, "pswpout": 181408, "status": "running", "oom_killed": false, "memory_pressure": "some avg10=0.00 avg60=0.25 avg300=0.99 total=16444750\nfull avg10=0.00 avg60=0.25 avg300=0.99 total=16430277"}
{"time": 1789659120.641994, "available_kib": 124050676, "swap_used_kib": 378632, "pswpin": 113459, "pswpout": 181408, "status": "running", "oom_killed": false, "memory_pressure": "some avg10=0.00 avg60=0.23 avg300=0.97 total=16444750\nfull avg10=0.00 avg60=0.23 avg300=0.97 total=16430277"}
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{"time": 1789659401.464865, "available_kib": 33694260, "swap_used_kib": 378320, "pswpin": 117820, "pswpout": 184000, "status": "running", "oom_killed": false, "memory_pressure": "some avg10=0.38 avg60=0.61 avg300=0.63 total=17628558\nfull avg10=0.38 avg60=0.61 avg300=0.63 total=17613402"}
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{"time": 1789659637.1552565, "available_kib": 38964660, "swap_used_kib": 383568, "pswpin": 127835, "pswpout": 192720, "status": "running", "oom_killed": false, "memory_pressure": "some avg10=0.04 avg60=0.41 avg300=0.58 total=19553506\nfull avg10=0.04 avg60=0.41 avg300=0.58 total=19538239"}
{"time": 1789659642.1681383, "available_kib": 38264164, "swap_used_kib": 383568, "pswpin": 127855, "pswpout": 192720, "status": "running", "oom_killed": false, "memory_pressure": "some avg10=0.03 avg60=0.38 avg300=0.58 total=19553506\nfull avg10=0.03 avg60=0.38 avg300=0.58 total=19538239"}
{"time": 1789659647.180413, "available_kib": 37524208, "swap_used_kib": 383568, "pswpin": 128017, "pswpout": 192720, "status": "running", "oom_killed": false, "memory_pressure": "some avg10=0.01 avg60=0.35 avg300=0.56 total=19553506\nfull avg10=0.01 avg60=0.35 avg300=0.56 total=19538239"}
{"time": 1789659652.1938586, "available_kib": 36751260, "swap_used_kib": 383568, "pswpin": 128169, "pswpout": 192720, "status": "running", "oom_killed": false, "memory_pressure": "some avg10=0.01 avg60=0.32 avg300=0.55 total=19553506\nfull avg10=0.01 avg60=0.32 avg300=0.55 total=19538239"}
{"time": 1789659657.206757, "available_kib": 35969700, "swap_used_kib": 383568, "pswpin": 128206, "pswpout": 192720, "status": "running", "oom_killed": false, "memory_pressure": "some avg10=0.00 avg60=0.29 avg300=0.54 total=19553506\nfull avg10=0.00 avg60=0.29 avg300=0.54 total=19538239"}
{"time": 1789659662.218907, "available_kib": 35127508, "swap_used_kib": 383568, "pswpin": 128220, "pswpout": 192721, "status": "running", "oom_killed": false, "memory_pressure": "some avg10=0.00 avg60=0.27 avg300=0.54 total=19553599\nfull avg10=0.00 avg60=0.27 avg300=0.54 total=19538332"}
{"time": 1789659667.2339208, "available_kib": 35094080, "swap_used_kib": 383568, "pswpin": 128224, "pswpout": 192734, "status": "running", "oom_killed": false, "memory_pressure": "some avg10=0.00 avg60=0.24 avg300=0.52 total=19570352\nfull avg10=0.00 avg60=0.24 avg300=0.52 total=19555085"}
{"time": 1789659672.2452185, "available_kib": 34989308, "swap_used_kib": 383568, "pswpin": 128253, "pswpout": 192734, "status": "running", "oom_killed": false, "memory_pressure": "some avg10=0.00 avg60=0.23 avg300=0.52 total=19570352\nfull avg10=0.00 avg60=0.23 avg300=0.52 total=19555085"}
{"time": 1789659677.254602, "available_kib": 35068816, "swap_used_kib": 383568, "pswpin": 128268, "pswpout": 192734, "status": "running", "oom_killed": false, "memory_pressure": "some avg10=0.00 avg60=0.20 avg300=0.50 total=19571494\nfull avg10=0.00 avg60=0.20 avg300=0.50 total=19556226"}
{"time": 1789659682.2647154, "available_kib": 35025140, "swap_used_kib": 383568, "pswpin": 128281, "pswpout": 192734, "status": "running", "oom_killed": false, "memory_pressure": "some avg10=0.00 avg60=0.19 avg300=0.50 total=19573706\nfull avg10=0.00 avg60=0.19 avg300=0.50 total=19558434"}
{"time": 1789659687.2773604, "available_kib": 35042016, "swap_used_kib": 383568, "pswpin": 128313, "pswpout": 192737, "status": "running", "oom_killed": false, "memory_pressure": "some avg10=0.00 avg60=0.17 avg300=0.49 total=19574009\nfull avg10=0.00 avg60=0.17 avg300=0.49 total=19558737"}
{"time": 1789659692.2874217, "available_kib": 35045824, "swap_used_kib": 383624, "pswpin": 128318, "pswpout": 192807, "status": "running", "oom_killed": false, "memory_pressure": "some avg10=0.00 avg60=0.16 avg300=0.48 total=19574251\nfull avg10=0.00 avg60=0.16 avg300=0.48 total=19558979"}
{"time": 1789659697.300906, "available_kib": 35042112, "swap_used_kib": 383676, "pswpin": 128326, "pswpout": 192951, "status": "running", "oom_killed": false, "memory_pressure": "some avg10=0.00 avg60=0.14 avg300=0.47 total=19576283\nfull avg10=0.00 avg60=0.14 avg300=0.47 total=19561011"}
{"time": 1789659702.312182, "available_kib": 34974000, "swap_used_kib": 383700, "pswpin": 128365, "pswpout": 193017, "status": "running", "oom_killed": false, "memory_pressure": "some avg10=0.00 avg60=0.13 avg300=0.46 total=19581607\nfull avg10=0.00 avg60=0.13 avg300=0.46 total=19566335"}
{"time": 1789659707.3329403, "available_kib": 34313772, "swap_used_kib": 383704, "pswpin": 128382, "pswpout": 193133, "status": "running", "oom_killed": false, "memory_pressure": "some avg10=0.00 avg60=0.12 avg300=0.45 total=19583213\nfull avg10=0.00 avg60=0.12 avg300=0.45 total=19567937"}
{"time": 1789659712.3586166, "available_kib": 33298200, "swap_used_kib": 383700, "pswpin": 128412, "pswpout": 193501, "status": "running", "oom_killed": false, "memory_pressure": "some avg10=0.00 avg60=0.11 avg300=0.44 total=19583745\nfull avg10=0.00 avg60=0.11 avg300=0.44 total=19568464"}
{"time": 1789659717.3810773, "available_kib": 32737052, "swap_used_kib": 383704, "pswpin": 128424, "pswpout": 193667, "status": "running", "oom_killed": false, "memory_pressure": "some avg10=0.00 avg60=0.10 avg300=0.43 total=19584454\nfull avg10=0.00 avg60=0.10 avg300=0.43 total=19569172"}
{"time": 1789659722.3932278, "available_kib": 34416368, "swap_used_kib": 383768, "pswpin": 128443, "pswpout": 193802, "status": "running", "oom_killed": false, "memory_pressure": "some avg10=0.00 avg60=0.09 avg300=0.43 total=19584822\nfull avg10=0.00 avg60=0.09 avg300=0.43 total=19569538"}
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