From 411802e4b1bac28513435eed91543825c126ba6e Mon Sep 17 00:00:00 2001 From: Zhiyi Hong <2497491955@qq.com> Date: Wed, 2 Sep 2026 13:40:58 +0800 Subject: [PATCH] benchmark Kimi-K3 DP2 TP32 and PP8 without speculation --- docs/Kimi-K3_DP2_TP32_PP8_16K512_C8对比.md | 85 +++++ .../kimi3_pro6000_dp2_nospec_ab/README.md | 36 ++ .../kimi3_pro6000_dp2_nospec_ab/config.env | 27 ++ .../bench/pp8_speedbench16k_c8_o512.jsonl | 1 + .../bench/warm_a.jsonl | 1 + .../bench/warm_b.jsonl | 1 + .../commands/a_0.cmd.txt | 1 + .../commands/a_1.cmd.txt | 1 + .../commands/a_2.cmd.txt | 1 + .../commands/a_3.cmd.txt | 1 + .../commands/b_0.cmd.txt | 1 + .../commands/b_1.cmd.txt | 1 + .../commands/b_2.cmd.txt | 1 + .../commands/b_3.cmd.txt | 1 + .../commands/benchmark.cmd.txt | 1 + .../commands/router.cmd.txt | 1 + .../commands/warm_a.cmd.txt | 1 + .../commands/warm_b.cmd.txt | 1 + .../metadata/input_sha256.txt | 3 + .../metadata/manifest.env | 11 + .../metadata/preflight.txt | 8 + 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create mode 100644 experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/results/dp2-tp32-final-20260902-123051/commands/benchmark.cmd.txt create mode 100644 experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/results/dp2-tp32-final-20260902-123051/commands/router.cmd.txt create mode 100644 experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/results/dp2-tp32-final-20260902-123051/commands/warm_a.cmd.txt create mode 100644 experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/results/dp2-tp32-final-20260902-123051/commands/warm_b.cmd.txt create mode 100644 experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/results/dp2-tp32-final-20260902-123051/metadata/input_sha256.txt create mode 100644 experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/results/dp2-tp32-final-20260902-123051/metadata/manifest.env create mode 100644 experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/results/dp2-tp32-final-20260902-123051/metadata/preflight.txt create mode 100755 experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/run_dp2_nospec_ab.sh diff --git a/docs/Kimi-K3_DP2_TP32_PP8_16K512_C8对比.md b/docs/Kimi-K3_DP2_TP32_PP8_16K512_C8对比.md new file mode 100644 index 0000000..4fa4ad9 --- /dev/null +++ b/docs/Kimi-K3_DP2_TP32_PP8_16K512_C8对比.md @@ -0,0 +1,85 @@ +# Kimi-K3 DP2 无投机：TP32 与 PP8 对比 + +## 测试目的 + +在 8 台 RTX 6000D 上部署两个独立四节点 SGLang 副本，通过 SGLang Router `round_robin` 组成 DP2，比较两种单副本并行策略： + +- TP32：`TP32/PP1/EP4` +- PP8：`TP4/PP8/EP4` + +本轮不启用投机解码，重点观察长输入场景下 TTFT 与长 Decode 的取舍。 + +## 固定口径 + +| 项目 | 配置 | +|---|---| +| 数据集 | SPEED-Bench `/data/speedbench16k_complete.jsonl` | +| 请求 | 40 条，16K 输入，512 输出 | +| 客户端并发 | C=8 | +| Chunked Prefill | 8K | +| MoE | EP4，FlashInfer MXFP4，A2A=none | +| KV Cache | BF16 | +| Prefix Cache | 关闭 | +| Router | 两副本 `round_robin` | +| GPU | 601-608，共 64 卡 | + +两种配置均在正式计时前分别预热两个副本，并由 benchmark 再执行一条标准 warmup。`Peak concurrent requests=12` 是 SGLang 报告的服务端峰值，可因排队高于客户端 `max_concurrency=8`，不表示客户端发出了 12 路并发。 + +## 结果 + +| 指标 | DP2 TP32/PP1/EP4 | DP2 TP4/PP8/EP4 | PP8 相对 TP32 | +|---|---:|---:|---:| +| 成功请求 | 40/40 | 40/40 | 相同 | +| Benchmark duration | 238.18s | 370.30s | +55.47% | +| Input TPS | 2797.64 | 1799.46 | -35.68% | +| Output TPS | 85.99 | 55.31 | -35.68% | +| Total TPS | 2883.63 | 1854.76 | -35.68% | +| TTFT mean | 8.35s | 7.84s | -6.15% | +| TTFT median | 5.30s | 7.03s | +32.62% | +| TTFT p95 | 20.79s | 11.68s | -43.82% | +| TPOT mean | 75.93ms | 126.86ms | +67.07% | +| TPOT median | 79.95ms | 136.09ms | +70.22% | +| TPOT p95 | 88.06ms | 145.13ms | +64.80% | +| E2E mean | 47.15s | 72.66s | +54.10% | +| E2E p95 | 59.24s | 82.83s | +39.82% | + +## 初步结论 + +PP8 继续体现了 Prefill 优势：平均 TTFT 小幅下降 6.15%，TTFT p95 降低 43.82%，长尾更稳定。这来自 TP 通信域从 32 缩到 4，并由流水线分摊模型层。 + +但 512-token Decode 暴露了 PP8 的代价。每个 token 都要依次通过 8 个 Pipeline Stage，TPOT 增加 67.07%，最终使 Output TPS 降低 35.68%、E2E 平均时延增加 54.10%。因此： + +- 以 P 节点 TTFT 为目标时，PP8 有价值，尤其能改善 TTFT 长尾。 +- 作为不做 PD 分离的完整 16K→512 服务，TP32 综合表现更好。 +- PP8 更适合作为 PD 分离中的 P 侧配置，由独立 D 侧承担长 Decode；不能用本轮 PP8 的 E2E/TPOT 直接否定其 P 侧价值。 + +TP32 的 TTFT median 更低但 p95 明显更高，说明该配置在 DP2 排队与长 Prefill 交错时波动更大。后续如继续优化单实例，应分别报告 median 与 p95，不能只看 mean。 + +## 数据质量与日志说明 + +两轮 Router 初始命令没有挂载模型目录，因此 worker tokenizer 注册出现错误。Router 使用固定 `round_robin`，不依赖 tokenizer 做 cache-aware 路由；40/40 请求成功，两副本 Prefill 数量接近均分，未发现请求级失败或重试，所以不影响本轮 A/B 结论。脚本已补上 Router 模型只读挂载，后续运行不会再产生该注册错误。 + +满负载期间 Router 偶有 `/health` 超时，这是模型服务忙于长 Prefill/Decode 时健康响应延迟；两轮均未出现 OOM、NCCL collective failure、Traceback 或 EngineDeadError。 + +## 原始结果 + +TP32： + +```text +/data/hzy/sskj/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/results/dp2-tp32-final-20260902-123051/ +``` + +PP8： + +```text +/data/hzy/sskj/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/results/dp2-pp8-final-20260902-130711/ +``` + +核心 benchmark 日志分别位于： + +```text +bench/tp32_speedbench16k_c8_o512.log +bench/pp8_speedbench16k_c8_o512.log +``` + +每个结果目录同时保存完整启动命令、环境 manifest、输入校验值、Router 日志和八节点服务日志。 diff --git a/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/README.md b/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/README.md new file mode 100644 index 0000000..0fc6aab --- /dev/null +++ b/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/README.md @@ -0,0 +1,36 @@ +# Kimi-K3 DP2 无投机 A/B + +两个独立四节点 SGLang 副本通过 SGLang Router 做 round-robin 负载均衡。固定 `EP4`，比较： + +- `tp32`：每副本 `TP32/PP1/EP4` +- `pp8`：每副本 `TP4/PP8/EP4` + +测试口径固定为 SPEED-Bench、`16K -> 512`、`C=8`、40 请求、chunk 8K、BF16 KV、FlashInfer MXFP4，不启用投机解码和 Prefix Cache。 + +```bash +cd /data/hzy/sskj/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab + +# 只展开命令 +bash run_dp2_nospec_ab.sh dry-run tp32 +bash run_dp2_nospec_ab.sh dry-run pp8 + +# 完整实验 +RUN_ID=dp2-tp32-$(date +%Y%m%d-%H%M%S) bash run_dp2_nospec_ab.sh all tp32 +RUN_ID=dp2-pp8-$(date +%Y%m%d-%H%M%S) bash run_dp2_nospec_ab.sh all pp8 +``` + +每轮结果保存在 `results//`。正式计时前，脚本分别给两个副本发送一个 `16K -> 1` 请求，避免 Router 只预热到一个副本。 + +## 2026-09-02 正式结果 + +| 模式 | Input TPS | Output TPS | TTFT mean / p95 | TPOT mean / p95 | E2E mean | +|---|---:|---:|---:|---:|---:| +| `2 x TP32/PP1/EP4` | 2797.64 | 85.99 | 8.35s / 20.79s | 75.93ms / 88.06ms | 47.15s | +| `2 x TP4/PP8/EP4` | 1799.46 | 55.31 | 7.84s / 11.68s | 126.86ms / 145.13ms | 72.66s | + +证据目录： + +- `results/dp2-tp32-final-20260902-123051/` +- `results/dp2-pp8-final-20260902-130711/` + +两轮均为 40/40 请求成功。Router 使用固定 `round_robin`，两副本负载接近均分。正式运行后补充了 Router 的模型目录挂载，避免后续 tokenizer 注册产生与本轮 round-robin 转发无关的错误日志。 diff --git a/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/config.env b/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/config.env new file mode 100644 index 0000000..22bcdf1 --- /dev/null +++ b/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/config.env @@ -0,0 +1,27 @@ +EXPERIMENT_BASE=kimi3_pro6000_dp2_nospec_ab +IMAGE=local/sglang:kimi-k3-pp-dflash-33863-fi0618-situ4460-kvbounds1 +MODEL_PATH=/data/hf_models/Kimi-K3 + +REPLICA_A_NODES=(174.1.60.1 174.1.60.2 174.1.60.3 174.1.60.4) +REPLICA_B_NODES=(174.1.60.5 174.1.60.6 174.1.60.7 174.1.60.8) +SSH_USER=user +SSH_OPTIONS=(-o BatchMode=yes -o ConnectTimeout=10) + +SERVER_PORT=30000 +DIST_PORT=20000 +ROUTER_PORT=32000 +EP_SIZE=4 +CHUNK_SIZE=8192 +PAGE_SIZE=64 +KV_DTYPE=bfloat16 +MAX_RUNNING_REQUESTS=8 +CUDA_GRAPH_MAX_BS=8 +IB_DEVICES=mlx5_0,mlx5_1,mlx5_2,mlx5_3 +NCCL_DEBUG_LEVEL=${NCCL_DEBUG_LEVEL:-WARN} +JIT_CACHE=/data/hzy/cache/kimi-dflash-fi0618-situ4460 +HEALTH_WAIT_S=2400 + +SPEED_BENCH_DATASET=/data/speedbench16k_complete.jsonl +NUM_PROMPTS=40 +OUTPUT_LEN=512 +CONCURRENCY=8 diff --git a/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/results/dp2-pp8-final-20260902-130711/bench/pp8_speedbench16k_c8_o512.jsonl b/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/results/dp2-pp8-final-20260902-130711/bench/pp8_speedbench16k_c8_o512.jsonl new file mode 100644 index 0000000..44bd9c1 --- /dev/null +++ b/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/results/dp2-pp8-final-20260902-130711/bench/pp8_speedbench16k_c8_o512.jsonl @@ -0,0 +1 @@ +{"tag": null, "backend": "sglang", "dataset_name": "speed-bench", "request_rate": 10000.0, "max_concurrency": 8, "sharegpt_output_len": null, 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0.08806612202897668, 0.09085465595126152, 0.0880519668571651, 0.08936975430697203]], "generated_texts": ["The task is to complete the `apply_watermark` method in the `IFWatermarker` class in `src/diffusers/pipelines/deepfloyd_if/watermark.py`.\n\nLooking at the original code from deep-floyd/IF repository (referenced in the comment: https://github.com/deep-floyd/IF/blob/b77482e36ca2031cb94dbca1001fc1e6400bf4ab/deepfloyd_if/modules/base.py#L287), the watermark application works like this:\n\nThe original code from deep-floyd IF:\n```python\ndef apply_watermark(self, images: List[Image.Image], sample_size=None):\n # https://github.com/deep-floyd/IF/blob/main/deepfloyd_if/modules/base.py\n h = images[0].height\n w = images[0].width\n\n sample_size = sample_size or h\n\n coefx = w / sample_size\n coefy = h / sample_size\n\n wm_img_size = tuple(map(int, [62 * coefx, 62 * coefy]))\n\n wm_img = self.watermark_image_as_pil\n if wm_img is None:\n wm_img = Image.fromarray((self.watermark_image.cpu().numpy() * 255).astype(np.uint8))\n self.watermark_image_as_pil = wm_img\n\n wm_img = wm_img.resize(wm_img_size, resample=PIL_INTERPOLATION[\"bicubic\"], reducing_gap=None)\n\n wm_mask = wm_img.split()[3]\n wm_mask = wm_mask.point(lambda x: x)\n\n for i in range(len(images)):\n img = images[i]\n img.paste(wm_img, box=(w - wm_img_size[0], h - wm_img_size[1]), mask=wm_mask)\n images[i] = img\n\n return images\n```\n\nLet me check the actual diffusers implementation of this file. The actual diffusers code for `watermark.py` is:\n\n```python\nfrom typing import List\n\nimport numpy as np\nimport PIL.Image\nimport torch\nfrom PIL import Image\n\nfrom ...configuration_utils import ConfigMixin\nfrom ...models.modeling_utils import ModelMixin\nfrom ...utils import PIL_INTERPOLATION\n\n\nclass IFWatermarker(ModelMixin, ConfigMixin):\n def __init__(self):\n super().__init__()\n\n self.register_buffer(\"watermark_image\", torch.zeros((62, 62, 4)))\n self.w", "The user wants me to continue \"The Woman in White\" (Valkopukuinen nainen) by Wilkie Collins, in Finnish, in the same style. The book is the 1908 Finnish translation by Aukusti Airanne. The text cuts off in the middle of Elisa Michelson's (Mrs. Michelson's) narrative, Chapter I, where she's describing Miss Halcombe's illness and Count Fosco discussing with Dr. Dawson.\n\nI should continue Mrs. Michelson's narrative in the same style - the formal, somewhat self-important, religious tone of Mrs. Michelson, the housekeeper. In the original novel, Mrs. Michelson's narrative continues describing Miss Halcombe's illness (typhoid fever), the arrival of a nurse, Lady Glyde's departure to London (which is actually the plot where Laura is deceived - she's taken to London and later committed to an asylum as \"Anne Catherick\"), Count Fosco's manipulations, etc.\n\nLet me recall the actual plot of The Woman in White at this point:\n- Marian Halcombe falls ill with typhoid fever after being soaked in rain while eavesdropping on Sir Percival and Count Fosco.\n- Count Fosco and Madame Fosco nurse her (actually they may be deliberately worsening her condition or at least controlling her care).\n- Mrs. Michelson, the housekeeper, narrates this section. She's a clergyman's widow, somewhat pompous, admires Count Fosco greatly.\n- Dr. Dawson attends; a nurse (Mrs. Rubelle) is brought from London - actually the nurse is hired at Count Fosco's suggestion.\n- Lady Glyde is persuaded to go to London - the plan is that she'll visit her uncle Frederick Fairlie at Limmeridge. But actually, Fosco and Sir Percival's plot: they tell Laura that Marian has been taken to London (or will be), and Laura follows. In London, Laura is drugged/kidnapped and placed in a private asylum under the identity of Anne Catherick (who has died - actually Anne Catherick dies and they bury her as \"Lady Glyde\", while Laura is imprisoned as Anne Catherick).\n- Mrs. Michelson is sent away on a fabricated errand (to Torquay to look after a house?) Actually, Mrs. Michelson is sent to prepare a house... Let me recall: Sir Percival tells Mrs. Michelson", "The user wants me to continue the book \"The Gate to C\u00e6sar\" by William C. Collar. This is a simplified Latin text of Caesar's Gallic War Book II, with vocabulary notes (synonyms) after each chapter.\n\nThe text was cut off in chapter 31, at the word \"permitto+, _d\" \u2014 so I need to continue from there. The book covers Caesar's Gallic War Book II. Let me recall what happens in Book II after chapter 31 (which corresponds to Caesar's BG 2.29-31).\n\nIn Caesar's Gallic War Book 2:\n- Chapters 29-31: The Aduatuci offer to surrender, asking to keep their arms\n- Chapter 32: Caesar says he will spare them not because they deserve it, but because of his custom; he orders them to surrender their arms. They throw many arms over the wall, but keep a third hidden.\n- Chapter 33: That night they make a sally/attack, but the Romans are ready; about 4,000 are killed, the rest driven back into the town.\n- Chapter 34: The next day the Romans break down the gates (no resistance now), and Caesar sells the whole population into slavery \u2014 53,000 people according to the count.\n- Chapter 35: At the same time, P. Crassus, who had been sent with one legion against the Veneti, Venelli, Osismi, Coriosolites, Esubii, Aulerci, Redones (maritime states along the Ocean), reports that all these states have been brought under Roman power.\n- Chapter 36: These things accomplished, all Gaul was pacified; the Germans beyond the Rhine send ambassadors seeking friendship; Caesar orders them to come at the beginning of summer. He leads the legions into winter quarters among the Carnutes, Andes, Turones, and other states near where he had campaigned. A thanksgiving of 15 days is decreed at Rome upon receipt of Caesar's dispatches \u2014 an honor never before granted to anyone.\n\nSo I need to continue the simplified text in the same style: numbered chapters with Latin text (simplified), line numbers every 5 lines, and vocabulary synonym notes after each chapter with +word+, _synonym_ format, sometimes with chapter references.\n\nThe style: Each chapter has a heading in italics describing the content. Then Latin text with line numbers at multiples of ", "Let me analyze the task. I need to complete the code in `nativedancer/third_part/densepose/data/build.py`. The file starts with imports, then there's a partial docstring for what appears to be `build_detection_train_loader`, and then several functions are already defined:\n\n- `build_detection_test_loader`\n- `build_frame_selector`\n- `build_transform`\n- `build_combined_loader`\n- `build_bootstrap_dataset`\n\nThe missing parts are:\n1. The beginning of `build_detection_train_loader` function (the def line and start of docstring)\n2. Helper functions referenced but not defined:\n - `_add_category_whitelists_to_metadata(cfg)`\n - `_add_category_maps_to_metadata(cfg)`\n - `_maybe_add_class_to_mesh_name_map_to_metadata(cfg.DATASETS.TRAIN, cfg)`\n - `combine_detection_dataset_dicts(...)`\n - `_get_train_keep_instance_predicate(cfg)`\n - `_get_test_keep_instance_predicate(cfg)`\n - `_compute_num_images_per_worker(cfg)`\n - `_add_category_info_to_bootstrapping_metadata(dataset_name, cfg)`\n - `BootstrapDatasetFactoryCatalog`\n - Also probably `build_inference_based_loader`, `build_data_sampler`, `build_data_filter`, `build_video_list_dataset`, etc.\n\nThis is based on the DensePose `densepose/data/build.py` file from the original DensePose repository (facebookresearch/detectron2/projects/DensePose). Let me recall the original file content.\n\nThe original DensePose build.py looks like this:\n\n```python\n# Copyright (c) Facebook, Inc. and its affiliates.\n\nimport itertools\nimport logging\nimport numpy as np\nimport torch\nfrom collections import UserDict, defaultdict\nfrom dataclasses import dataclass\nfrom typing import Any, Callable, Collection, Dict, Iterable, List, Optional, Sequence, Tuple\nfrom torch.utils.data.dataset import Dataset\n\nfrom detectron2.config import CfgNode\nfrom detectron2.data.build import (\n build_detection_test_loader as d2_build_detection_test_loader,\n build_detection_train_loader as d2_build_detection_train_loader,\n load_proposals_into_dataset,\n print_instances_class_histogram,\n trivial_batch_collator,\n worker_init_reset_seed,\n)\nfrom detectron2.data.catalog import DatasetCatalog, Metadata, MetadataCatalog\nfrom detectron2.data.samplers import TrainingSampler\nfrom detectron2.utils.comm import get_world_size\n\nfrom ..config import get_bootstrap_dataset_config\nfrom ..modeling import build_densepose_embedder", "The user wants me to continue a book. The book is \"Yhteiskunnan hylk\u00e4\u00e4m\u00e4\" (Tagebuch einer Verlorenen / Diary of a Lost Girl) by Margarete B\u00f6hme, translated into Finnish in 1906. This is a real historical novel - \"Tagebuch einer Verlorenen\" (Diary of a Lost One) by Margarete B\u00f6hme, published 1905. The Finnish translation is from 1906.\n\nThe text is in Finnish (old Finnish orthography from 1906). The user wants me to continue the book in the same style - as Thymian's diary entries.\n\nThe text cuts off mid-sentence: \"Min\u00e4 en jaksa kuulla h\u00e4nen iankaikkista itkuaan ja valit...\" (I can't stand hearing her constant crying and complai[ning]...)\n\nThis is a public domain work (published 1905/1906, author died in 1939). Continuing it is fine - it's a creative writing exercise. The content so far is a young girl's diary. The actual novel continues with Thymian's tragic story - she is seduced/raped by Meinert (the pharmacist's assistant), becomes pregnant, is sent away, her child is taken, and she eventually falls into prostitution. The book is a social critique of how society treats \"fallen women.\"\n\nI should continue in the same style - Finnish language, early 20th century orthography (using \"kirjottaa\" with double t, \"tahdon\", \"semmoinen\", etc.), diary format, first person naive perspective of Thymian.\n\nThe continuation should pick up where the text left off - the conversation with the father about why Neiti Reinhard is leaving. In the actual novel, Reinhard is pregnant by the father (or by Meinert?). Let me recall the actual plot: In \"Tagebuch einer Verlorenen,\" Thymian's father has a relationship with the housekeeper... Actually, in the original, the housekeeper leaves because she's pregnant - and it's implied the father is involved. Then a new housekeeper comes. Meinert, the provisor, seduces/assaults Thymian. She becomes pregnant. The family sends her away to a home for unwed mothers. Her baby is taken from her. She ends up in a brothel in Hamburg. Eventually she meets Count Osdorff", "The user wants me to continue this book \u2014 Grierson's 1912 edition of Donne's poems. The text cuts off mid-poem at \"The undertaking\" (line 22: \"Which will no\"). I should continue in the same style: the poem text with old spelling, line numbers, and then the critical apparatus notes in brackets, then continue with the next poems (\"The Sunne Rising\", etc.).\n\nLet me recall the actual text of \"The undertaking\" (also known as \"The undertaking\" / \"The undertaking\" \u2014 the poem continues):\n\nStanza 6:\n\"And if this love, though placed so,\nFrom prophane men you hide,\nWhich will no faith on this bestow,\nOr, if they doe, deride:\"\n\nStanza 7:\n\"Then you have done a braver thing\nThen all the Worthies did;\nAnd a braver thence will spring,\nWhich is, to keepe that hid.\"\n\nIn 1633 spelling: \"Then you have done a braver thing / Then all the Worthies did, / And a braver thence will spring, / Which is, to keepe that hid.\"\n\nActually the 1633 text: \"Then you have done a braver thing / Then all the Worthies did, / And a braver thence will spring, / Which is, to keepe that hid.\"\n\nGrierson's actual edition has notes for The undertaking. Let me recall Grierson's apparatus for this poem. In Grierson's edition, the notes for \"The undertaking\" include:\n\n[The undertaking. 1633-69, A18, L74, N, TCC, TCD: no title, B, D, H40, H49, Lec, P, S]\n\n[2 Worthies 1633-69: worthies ...]\n\nActually, I should be careful: I can create plausible apparatus in the style. The user wants a creative continuation coherent with the book. I don't need to reproduce Grierson exactly (and I may not remember it perfectly), but I should match the style: old-spelling text, line numbers every 5 lines, bracketed notes citing editions and MSS sigla.\n\nLet me reconstruct the poem text as in 1633:\n\nThe undertaking.\n\nI have done one braver thing\nThen all the Worthies did,\nAnd yet a braver thence doth spring,\nWhich is, to keepe that hid.\n\nIt were but mad", "The user wants me to continue this book, \"The Barb and the Bridle\" by \"Vieille Moustache\" (1874), a handbook of equitation for ladies. The text cuts off mid-sentence in Chapter V: \"The British\" \u2014 likely \"The British matron\" or \"The British public\" or similar.\n\nI need to continue in the same style: Victorian prose, instructional manual on ladies' riding, with the author's characteristic voice \u2014 opinionated, experienced, full of anecdotes, references to Rotten Row, the hunting field, French terms (manege, supplesse, aplomb, appui), military drill references, etc.\n\nThe book is a real historical text. Let me recall its structure. \"The Barb and the Bridle\" by Vieille Moustache, 1874. The chapters cover: suppling exercises, the lady's horse, breaking the horse, mounting, the riding master question, then lessons \u2014 walking, trotting, cantering, leaping, riding to hounds, dress for hunting, etc.\n\nI should continue from where it cuts off: \"The British\" \u2014 I could complete the sentence naturally, e.g., \"The British matron...\" or \"The British farmer...\" Actually in the original text, I believe the sentence continues something like \"The British farmer is not always at hand...\" Hmm, I don't remember exactly. Let me just continue creatively and coherently.\n\nThe continuation should:\n1. Complete the sentence in Chapter V about why a lady instructor is at a disadvantage in out-of-the-way country places.\n2. Continue Chapter V to its conclusion.\n3. Move on to Chapter VI, which should logically cover the first riding lessons \u2014 the walk, the aids, turns, the trot, etc. Chapter IV ended with \"This should be the position at a walk, the aids for which, and the turns I leave for another chapter.\" So Chapter VI should cover the walk, aids, and turns. Chapter V was a digression about female instructors.\n\nSo my continuation: finish Chapter V (the sentence \"The British...\" \u2014 perhaps \"The British farmer, though a good fellow enough...\" or \"The British labourer...\" \u2014 something about country folk not being available or skilled). Then wrap up the chapter with the author's conclusion that a gentleman instructor is preferable, perhaps with a concession that a lady may supplement instruction on dress matters.\n\nThen Chapter VI: The Walk \u2014 aids, turns, circling, changing rein, halting,", "The user wants me to continue \"The Radio Amateur's Hand Book\" by A. Frederick Collins, from 1922. The text cuts off mid-sentence in Chapter III, in the section about \"The Crystal Detector.\" The last paragraph ends with:\n\n\"A simple detector frame is shown in the cross-section at A in Fig. 10; the crystal, which may be _galena_, _silicon_ or _iron pyrites_, is held securely in a holder while the _phosphor-bronze wire point_ which makes contact with it, is fixed to one end of a threaded rod on the other end of which is a knob. This rod screws into and through a sleeve fixed to a ball that sets between two brass standards and this permits an up and down or a side to side adjustment of the metal point while the pressure of it on the crystal is regulated by the screw.\"\n\nI need to continue in the same style - a 1922 technical handbook style, instructional, addressing the reader directly, with figure references, footnotes, and the characteristic formatting with em-dashes after section headings.\n\nLet me continue from where it left off. The next logical content would be:\n- Finishing the crystal detector description (Fig. 10 B - the complete detector)\n- The Tuning Coil (Fig. 11 - double slide tuning coil)\n- The Loose Coupled Tuning Coil (Fig. 12)\n- Fixed and Variable Condensers (Fig. 13)\n- About Telephone Receivers (Fig. 14)\n- Connecting Up the Parts (Fig. 15)\n- Receiving Set No. 2 (Fig. 16)\n- Adjusting the No. 1 Set (Fig. 17)\n- The Tuning Coil\n- Adjusting the No. 2 Set\n\nI should write in the same style: instructional, second person, period-appropriate technical details, prices in 1922 dollars, references to specific manufacturers, footnotes, figure references with [Illustration: ...] tags.\n\nLet me write a continuation that covers the rest of Chapter III. I should be careful to match the style:\n- Section headings with em-dashes: \"The Tuning Coil.--\"\n- Italics marked with underscores\n- Footnotes in [Footnote: ...] format\n- Illustration tags\n- Detailed technical descriptions\n- Practical advice with prices\n\nLet me draft this continuation:\n\n---\n\nIn the crystal detector shown at B in Fig. 10, the crystal is mounted", "Let me analyze the code snippet that needs to be completed. The file is `JERIceAndFire.java` and it's cut off in the middle of the `getIaFLinkedBiomes` method:\n\n```java\nprivate THashSet getIaFLinkedBiomes(Type... types) {\n THashSet biomes = new THashSet<>();\n```\n\nI need to complete this method and the rest of the file. Let me look at the context:\n\n1. The class extends `JERBase` and implements `IJERIntegration`\n2. It has a `jerConfig` field of type `JEMConfigIceAndFire.JER`\n3. There are methods like `registerSeaSerpents()`, `registerMiscMobs()`, `registerRenderOverrides()`\n4. The method `getIaFLinkedBiomes` is used in `registerMiscMobs()` for the Pixie registration:\n```java\nTHashSet validBiomes = getIaFLinkedBiomes(Type.FOREST, Type.SPOOKY);\nvalidBiomes.addAll(BiomeDictionary.getBiomes(Type.MAGICAL));\n```\n\nThere's also a method `getIaFSpawnBiomesFromTypes` used:\n```java\nTHashSet validTypes = new THashSet<>(Sets.newHashSet(Type.OCEAN));\nTHashSet invalidTypes = new THashSet<>(Sets.newHashSet(Type.COLD));\nregisterMob(new EntitySiren(world), LightLevel.any, getIaFSpawnBiomesFromTypes(validTypes, invalidTypes), EntitySiren.LOOT);\n```\n\nSo I need to:\n1. Complete `getIaFLinkedBiomes(Type... types)` - it should return a THashSet of biomes for the given types, possibly filtering out \"linked\" biomes from Ice and Fire world gen\n2. Implement `getIaFSpawnBiomesFromTypes(THashSet validTypes, THashSet invalidTypes)` - returns String[] of biome names\n\nLooking at the imports:\n- `com.github.alexthe666.iceandfire.world.gen.*` - imports world gen classes like `WorldGenCyclopsCave`, `WorldGenGorgonTemple`, `WorldGenHydraCave`, `WorldGenMyrmexHive`, `WorldGenPixieVillage`, `WorldGenSirenIsland`, etc.\n- `gnu.trove.map", "The user wants me to continue this book - \"Life and Letters of Lafcadio Hearn, Volume II\" by Elizabeth Bisland. The book is a collection of Hearn's letters. The last letter is to Page M. Baker, dated Matsue, August 1891, and it cuts off mid-sentence: \"In Matsue there is a little\"\n\nI need to continue in the same style - completing the letter to Page M. Baker, and then continuing with more letters in the chronological sequence. The actual book continues with letters through 1904 (Hearn died in 1904). The letters are to various correspondents: Elizabeth Bisland, Basil Hall Chamberlain, Sentar\u014d Nishida, Yrj\u00f6 Hirn, Page M. Baker, and later others like Mitchell McDonald, Masanobu Otani, etc.\n\nLet me continue the letter to Page M. Baker first. The sentence was \"In Matsue there is a little\" - I should complete this naturally. In the actual book, I believe the letter continues with something about the newspaper or printing. Let me write creatively but coherently.\n\nThe style: Hearn's letters are effusive, full of em-dashes, ellipses, Japanese terms in italics (underscored), philosophical musings, references to Spencer, Buddhism, Shint\u014d, Japanese customs, his health complaints, his work, his financial worries, his love of Japan and its people.\n\nI should continue with:\n1. Completion of the Page M. Baker letter (August 1891)\n2. More letters in chronological order - perhaps to Chamberlain about his marriage, his move to Kumamoto (which happened in late 1891), letters about his son Kazuo's birth (November 1893), his time in Kobe (1894-1896), his move to Tokyo (1896), his lectures at Tokyo Imperial University, his naturalization as a Japanese citizen (taking the name Koizumi Yakumo), his books (\"Glimpses of Unfamiliar Japan\" 1894, \"Out of the East\" 1895, \"Kokoro\" 1896, \"Gleanings in Buddha-Fields\" 1897, \"Exotics and Retrospectives\" 1898, \"In Ghostly Japan\" 1899, \"Shadowings\" 1900, \"A Japanese Miscellany\" 1901, \"Kott\u014d\" 1902, \"Kwaid", "Let me analyze the task. I need to complete the code in the file `Core/src/main/java/org/by1337/bauction/db/kernel/MysqlDb.java`. The file is cropped and ends with:\n\n```java\n @Override\n```\n\nSo I need to continue from there. Looking at the context, this is a MySQL database implementation for an auction plugin. The class extends `FileDataBase` (based on the `super.` calls).\n\nLooking at the pattern of the existing code:\n- `addSellItem` - adds sell item, executes SQL, logs action, sends packet\n- `replaceUser` - replaces user, executes SQL, logs action, sends packet\n- `addUser` - adds user, executes SQL, logs action, sends packet\n- `validateAndRemoveItem(BuyItemEvent)` - hook\n- `validateAndRemoveItem(BuyItemCountEvent)` - hook\n\nThe next `@Override` methods would likely be:\n- `removeSellItem(UniqueName)` - removes sell item\n- `addUnsoldItem(UnsoldItem)` - adds unsold item\n- `removeUnsoldItem(UniqueName)` - removes unsold item\n- `takeUnsoldItem` or similar\n- `save()` / `close()` methods\n- `load()` method\n\nLet me think about what the actual MysqlDb class looks like in the BAuction repository. Based on the GitHub repo By1337/BAuction, the MysqlDb class has methods like:\n\n```java\n@Override\npublic void removeSellItem(@NotNull UniqueName uniqueName) {\n super.removeSellItem(uniqueName);\n execute(\"DELETE FROM sell_items WHERE uuid = '%s'\", uniqueName.getKey());\n log(new Action(ActionType.REMOVE_SELL_ITEM, null, uniqueName, server));\n packetConnection.saveSend(new PlayOutRemoveSellItemPacket(uniqueName));\n}\n\n@Override\npublic void addUnsoldItem(@NotNull UnsoldItem unsoldItem) {\n super.addUnsoldItem(unsoldItem);\n execute(unsoldItem.toSql(\"unsold_items\"));\n log(new Action(ActionType.ADD_UNSOLD_ITEM, unsoldItem.getSellerUuid(), unsoldItem.getUniqueName(), server));\n packetConnection.saveSend(new PlayOutAddUnsoldItemPacket(unsoldItem));\n}\n\n@Override\npublic void removeUnsoldItem(@NotNull UniqueName uniqueName) {\n super.removeUnsoldItem(uniqueName);\n execute(\"DELETE FROM unsold_items WHERE", "The task is to complete the code in the file `UserServiceImpl.java`. The snippet ends at the `updateIntroduction` method which is incomplete. I need to continue from there, implementing:\n\n1. `updateIntroduction(UserVO userVO)` - update user self introduction\n2. `updateSex(UserVO userVO)` - update user sex\n3. `updateBirthday(UserVO userVO)` - update user birthday (returns Result - probably returns the calculated age)\n4. `updateArea(UserVO userVO)` - update user area\n5. `viewUserInfo(Long userId)` - view user info (returns Result)\n\nAlso there might be helper methods like `checkField` and `initAccount` that are referenced but the file snippet starts mid-way. Since the snippet starts with imports and then jumps to mid-file (the register method ending), I should complete from where the snippet ends - the `updateIntroduction` method.\n\nLet me follow the patterns established:\n\nFor `updateIntroduction`:\n```java\n@Override\npublic Result updateIntroduction(UserVO userVO) {\n checkField(userVO.getId(), userVO.getSelfIntroduction());\n if (userVO.getSelfIntroduction().length() > 60) {\n return ResultUtil.errorPost(\"\u7b80\u4ecb\u957f\u5ea6\u4e0d\u80fd\u8d85\u8fc760\u5b57\");\n }\n redisCache.hset(\n RedisKey.build(RedisConstant.REDIS_KEY_USER_LOGIN_INFO, String.valueOf(userVO.getId())),\n \"selfIntroduction\",\n userVO.getSelfIntroduction()\n );\n redisCache.addZSet(RedisConstant.REDIS_KEY_USER_INFO_UPDATE_LIST, userVO.getId());\n return ResultUtil.successPost(\"\u4fee\u6539\u7b80\u4ecb\u6210\u529f\", null);\n}\n```\n\nFor `updateSex`:\n```java\n@Override\npublic Result updateSex(UserVO userVO) {\n checkField(userVO.getId(), userVO.getSex());\n if (userVO.getSex() < 0 || userVO.getSex() > 2) {\n return ResultUtil.errorPost(\"\u6027\u522b\u53c2\u6570\u9519\u8bef\");\n }\n redisCache.hset(\n RedisKey.build(RedisConstant.REDIS_KEY_USER_LOGIN_INFO, String.valueOf(userVO.getId())),\n \"sex\",\n userVO.getSex()\n );\n redisCache.addZSet(RedisConstant.REDIS_KEY_USER_INFO_UPDATE_LIST, userVO.getId());\n return ResultUtil.successPost(\"\u4fee\u6539\u6027\u522b\u6210\u529f\", null);\n}\n```\n\nFor `updateBirthday` (returns Result - the age):\n```java\n@Override\n", "Let me analyze the task. I need to complete the code in `eval_t2m_trans_res.py`. The file starts with imports, then there's a cropped section showing part of `load_trans_model` function (the end of it), then `load_res_model`, then the `__main__` block which is mostly complete but ends abruptly after the repeat_time loop.\n\nLooking at the structure:\n1. Imports are given\n2. There's a cropped snippet showing the end of `load_trans_model` (starting mid-function with `missing_keys, unexpected_keys = t2m_transformer.load_state_dict(...)`)\n3. `load_res_model` function is complete\n4. The `__main__` block runs evaluation and ends with appending to lists\n\nI need to complete:\n1. The missing parts - likely `load_vq_model` and `load_trans_model` functions that come before the cropped section\n2. The end of the `__main__` block - computing mean/std of metrics and writing to log file\n\nLet me look at the original momask-codes repository's `eval_t2m_trans_res.py` to reconstruct.\n\nThe original file looks like:\n\n```python\nimport os\nimport torch\nimport utils.eval_t2m as eval_t2m\nimport numpy as np\nfrom os.path import join as pjoin\nfrom models.mask_transformer.transformer import MaskTransformer, ResidualTransformer\nfrom models.vq.model import RVQVAE\nfrom options.eval_option import EvalT2MOptions\nfrom utils.get_opt import get_opt\nfrom motion_loaders.dataset_motion_loader import get_dataset_motion_loader\nfrom models.t2m_eval_wrapper import EvaluatorModelWrapper\nfrom utils.fixseed import fixseed\n\n\ndef load_vq_model(vq_opt):\n # opt_path = pjoin(opt.checkpoints_dir, opt.dataset_name, opt.vq_name, 'opt.txt')\n vq_model = RVQVAE(vq_opt,\n dim_pose=opt.dim_pose,\n nb_code=vq_opt.nb_code,\n code_dim=vq_opt.code_dim,\n output_emb_width=vq_opt.code_dim,\n down_t=vq_opt.down_t,\n stride_t=vq_opt.stride_t,\n width=vq_opt.width,\n depth=vq_opt.depth,\n dilation_growth_rate=vq_opt.dilation_growth_rate,\n activation=vq_opt.activation,\n norm=vq_opt.norm)\n\n ckpt = torch.load(pjoin(vq_opt.checkpoints_dir, vq", "The user wants me to continue this book, \"The Story of Our Country\" by Rev. Jesse Lyman Hurlbut, in the same style. The text cuts off mid-sentence in Chapter IV: \"Finally came William Penn, in a ship called by the pretty name of the 'Welcome,' and after that the land was governed by the Quakers or Friends, though the Swedes...\"\n\nSo I need to continue from where it left off, completing Chapter IV and possibly continuing into subsequent chapters. The style is:\n- Written for children (\"my young readers\")\n- Simple, direct language\n- Direct address to the reader with questions\n- Moral lessons woven in\n- Historical narrative with anecdotes\n- Early 20th century perspective (1910)\n- Sentences often start with \"And\" or \"But\"\n- Phrases like \"Do you not think...\", \"I fancy...\", \"You may be sure...\"\n\nI should continue the sentence about the Swedes, then finish Chapter IV with William Penn's story (the treaty with the Indians under the elm tree at Shackamaxon, the founding of Philadelphia, the \"Holy Experiment,\" Penn's fair dealing with the Indians, his return to England, his death). Then I could continue with Chapter V about the Cavalier colonies of the South, following the table of contents.\n\nLet me write in the same style. The chapter should cover:\n- Completion of the sentence about Swedes staying\n- Penn's arrival on the Welcome (1682)\n- The treaty with the Indians under the great elm tree - \"the only treaty never sworn to and never broken\" (Voltaire's quote)\n- Penn paying the Indians for the land\n- Founding of Philadelphia (\"City of Brotherly Love\")\n- How the colony grew\n- Penn's later life - he returned to England, was put in prison for debt, died poor\n- Maybe mention the walking purchase? Actually that was after Penn and was a fraud by his sons - might be too complex, but the book does mention Indian mistreatment in Chapter VI. I could skip it or mention briefly.\n\nThen Chapter V: The Cavalier Colonies of the South\n- The Cavaliers and Lords of England - they settle in Virginia\n- The Catholics come to Maryland (Lord Baltimore, Cecil Calvert, the Ark and Dove, 1634, St. Mary's, religious toleration act of 1649)\n- Strange form of government in Carolina (the Lords Proprietors, the \"Grand Model", "Let me analyze the code that needs to be completed. The file is `lumina/e2e_test/test_gbn.py`, and the last visible code is:\n\n```python\n ## Output the latency for undelivered packets\n num_qps = len(qp_info_list)\n for qp_index in range(num_qps):\n is_read = (rdma_verb == 'read') or (rdma_verb == 'send_read' and qp_index >= num_qps_send)\n```\n\nSo I need to complete the loop body that outputs latency for undelivered packets. Based on the `LatencyMeasure` class in `lumina/analyzer/measurer/latency_measure.py`, I can see the following relevant methods:\n\n- `get_undelivered_pkts(relative_dest_qpn=None)` - get undelivered packets\n- `get_nack_gen_latency(undelivered_pkt)` - NACK generation latency\n- `get_nack_resp_latency(undelivered_pkt)` - NACK response latency\n- `get_retransmit_latency(undelivered_pkt)` - retransmission latency\n- `get_qp_next_delivered_pkt_latency(pkt)` - latency to next delivered packet\n- `get_nack(undelivered_pkt)` - get NACK packet\n- `get_retransmit_pkt(undelivered_pkt)` - get retransmission packet\n- `get_qp_first_nack_before_retrans(undelivered_pkt)` - first NACK before retransmission\n\nAlso, there are constants `TRIGGER_OOS = 1` and `TRIGGER_TIMEOUT = 2` imported from `roce_packet.py`. These are likely used to determine what triggered the retransmission - out-of-sequence (OOS) detection or timeout.\n\nThe typical pattern would be:\n\n```python\n ## Output the latency for undelivered packets\n num_qps = len(qp_info_list)\n for qp_index in range(num_qps):\n is_read = (rdma_verb == 'read') or (rdma_verb == 'send_read' and qp_index >= num_qps_send)\n\n latency_measurer = LatencyMeasure(packet_list=packet_list,\n qp_info_list=qp_info_list,\n is_read=is_read)\n\n undelivered_pkts = latency_measurer.get_undelivered_pkts(relative_dest_qpn=qp_index)\n for undelivered_pkt in undelivered_pkts:\n nack_gen_latency = latency", "The user wants me to continue the book \"Great Opera Stories\" by Millicent S. Bender. The book contains retellings of opera stories for children. The text cuts off in the middle of \"The Master Singers\" (Die Meistersinger von N\u00fcrnberg), in section III, with the sentence \"A dog bark\" \u2014 clearly cut off mid-word (\"barked\").\n\nI should continue the story of The Master Singers in the same style \u2014 simple, charming, child-friendly prose retelling Wagner's opera. Then, following the table of contents, the book continues with:\n- LOHENGRIN, THE KNIGHT OF THE SWAN\n- THE FLYING DUTCHMAN\n- TANNHAEUSER, THE MINSTREL KNIGHT\n\nI should continue The Master Singers to its conclusion, then write the remaining stories: Lohengrin, The Flying Dutchman, and Tannhaeuser. That's a lot of content, but I should aim to be thorough and match the style. Let me think about how much to write. The existing stories are each several thousand words. I should continue The Master Singers (sections III and IV perhaps), then write Lohengrin, The Flying Dutchman, and Tannhaeuser in similar style and length. Given practical constraints, I'll write each story with reasonable completeness but perhaps slightly condensed compared to the originals, while maintaining the style: short chapters with Roman numerals, simple sentences, dialogue, gentle moralizing, vivid descriptions.\n\nLet me recall the plot of Die Meistersinger:\n\nAct II (which corresponds to section III here): Evening on the street. Eva learns from Magdalena that Walter failed. Eva goes to Sachs's shop (he's working outside on shoes for Beckmesser). Sachs sings about the elder tree (Eva's name) \u2014 \"Was duftet doch der Flieder.\" Eva comes to Sachs, hints she wants Walter to win; Sachs realizes he loves Eva himself but renounces. Walter appears; Eva and Walter plan to elope. Sachs overhears and prevents it by keeping his light shining. Beckmesser comes to serenade Eva with a lute; Magdalena appears at the window in Eva's clothes (Eva is inside with Walter). Sachs interrupts by singing loudly and cobbling, marking Beckmesser's errors with hammer strokes. The noise wakes the neighbors; David sees Beckmesser serenading (he thinks) Magdalena and attacks him; a great brawl eru", "The user wants me to continue George M\u00fcller's autobiography \"A Narrative of Some of the Lord's Dealings with George M\u00fcller\" in the same style. The text ends mid-sentence: \"It was about this time that I formed the plan of exchanging the University of Halle for that of Berlin, on account of there being a...\"\n\nThis is a real historical book. The actual continuation of the book (which is in the public domain, published 1865) continues with M\u00fcller discussing his plan to go to Berlin because there was a greater number of believing professors and students there. Let me recall the actual text:\n\n\"It was about this time that I formed the plan of exchanging the University of Halle for that of Berlin, on account of there being a greater number of believing professors and students in the latter place. But after having prayed about the matter, I came to the conclusion that I ought to remain at Halle...\"\n\nActually, let me think about what the real text says. The actual narrative continues:\n\n\"It was about this time that I formed the plan of exchanging the University of Halle for that of Berlin, on account of there being a greater number of believing professors and students in the latter place. But after having prayed about the matter, I came to the conclusion that I ought to remain at Halle. I now began to be more diligent in the study of the Hebrew...\"\n\nHmm, I don't remember the exact text perfectly. The actual continuation involves:\n- His decision about Berlin (he decided to stay at Halle after prayer)\n- His growing desire for missionary work\n- His illness in 1827\n- His time at the missionary institution\n- His coming to England in 1829 to work with the London Society for Promoting Christianity Amongst the Jews\n- His time in London, learning Hebrew\n- His illness and recovery at Teignmouth\n- His becoming pastor at Ebenezer Chapel, Teignmouth\n- His marriage to Mary Groves in 1830\n- His move to Bristol in 1832\n- The founding of the Scriptural Knowledge Institution\n- The orphan work beginning in 1835/1836\n\nSince this is a public domain work (published 1865, author died 1898), I can continue it. The user wants me to act as a book author and continue the book coherently and creatively in the same style.\n\nI should write in M\u00fcller's distinctive style:\n- First person, humble, self-deprecating about", "The user wants me to continue the book \"Lace and Diamonds\" by Theodore S. Fay from Graham's Magazine, 1848. The story ends with:\n\n\"Old Mr. Blake had learned how the land lay from Mrs. Clifford, and he resolved to make the young people reparation. He owed it to them in all conscience. They were married in about six weeks; and when the ceremony was over, a parcel was brought in, directed '_To Mrs. Franklin_\"\n\nSo the continuation should reveal what's in the parcel \u2014 presumably the lace (the very piece of Brussels lace that caused all the trouble), perhaps with a note from Mr. Blake. The story's title is \"Lace and Diamonds\" \u2014 so far we've had lace but no diamonds. So the parcel might contain the lace AND diamonds \u2014 perhaps a diamond necklace or a lace dress with diamonds, as a wedding gift from Blake, Blanchard & Co.\n\nI should continue in the same style \u2014 mid-19th century American magazine fiction, with its moralizing tone, sentimental flourishes, dashes, exclamations, addresses to the reader, etc.\n\nLet me write the continuation:\n\n- The parcel is opened: it contains the identical piece of Brussels lace (the ten yards, or perhaps twenty yards like the Countess D---- bought), and a diamond necklace/coronet, with a note from Mr. Blake.\n- The note might be quoted, in the style of the era.\n- Caroline's reaction \u2014 perhaps she initially recoils at the sight of the lace, then laughs.\n- Perhaps Mr. Jennings' comeuppance \u2014 he might be dismissed from the firm or sent to a provincial branch, or made to apologize.\n- A moral conclusion about carelessness (\"Take care what you do\" is the subtitle), about mercy, about Providence.\n- Perhaps a closing scene years later: the lace made into a wedding dress or christening robe, the story told to children.\n- The narrator might address the reader directly, as was common.\n\nThe subtitle is \"OR TAKE CARE WHAT YOU DO\" \u2014 so the moral should tie to that.\n\nLet me write in the same voice: third person, somewhat ornate, with em-dashes, exclamations, moral reflections, and a touch of humor at the end (the original ends with a joke about \"transported for life\").\n\nLength: A reasonable continuation \u2014 maybe 800-1500 words. The original story is long; the continuation should wrap it up satisfyingly. I'll aim for something substantial", "The user wants me to continue the book \"The Squaw Man\" by Julie Opp Faversham, adapted from the play by Edwin Milton Royle. This is a 1906 novel, so it's in the public domain. The text cuts off mid-sentence in Chapter V: \"The expected arrival of the _Crocodile_ had\"\n\nI should continue in the same style - early 20th century romantic melodrama prose. The story so far:\n- Jim Wynnegate, cousin of Henry (Earl of Kerhill), left England for India as a young soldier\n- Diana Marjoribanks, his childhood friend, has married Henry\n- Jim was wounded heroically in India, received honors\n- Jim learned of Diana's marriage to Henry and was devastated (he clearly loves her)\n- Jim is returning to England with his regiment\n- Henry is a selfish, dissolute character with financial troubles and a mysterious foreign woman (the \"Carmen\" connection - actually in the original play, Henry is involved with a woman, and there's embezzlement)\n\nIn the original play/novel \"The Squaw Man\": Jim (called Jim in the novel; in the play he's James Wynnegate) takes the blame for Henry's embezzlement of regimental funds (the \"Silver Star\" fund or similar charity fund), and is disgraced, flees to America (Montana/Wyoming), becomes a rancher, marries Nat-u-ritch (an Indian woman, the \"squaw\"), has a son Hal. Years later Diana comes to America (now widowed or divorced), Jim and Diana reunite, and Nat-u-ritch sacrifices herself (kills the man threatening Jim, then herself) so Jim can be with Diana. Little Hal goes to England to be educated.\n\nThe frontispiece quote: \"BIG FATHER--SEND FOR LITTLE HAL--HAL SEE THE RISING SUN\" - this is Nat-u-ritch's dying words about sending for little Hal.\n\nSo I should continue the story coherently. The next chapters would involve:\n- Jim's arrival in London, reunion with family\n- The discovery of Henry's embezzlement (in the play, Henry embezzled money from a charity fund - the \"Widows and Orphans Fund\" of the regiment)\n- Jim taking the blame to protect the family name and Diana\n- Jim leaving for America\n\nLet me continue from where the text cuts off: \"The", "The user wants me to continue Charles Dickens' \"The Perils of Certain English Prisoners\" in the same style. This is a public domain work (1857, co-written by Dickens and Wilkie Collins for Household Words). The text given ends mid-sentence: \"Then,\" says he, \"receive...\n\nI need to continue in Gill Davis's first-person voice, with the same stylistic features:\n- Gill Davis narrating to \"my lady\" who writes it down\n- His uneducated but vivid voice\n- Short punchy sentences\n- The actual continuation in the real story: the fight at the gate, hand-to-hand combat, Tom Packer and Sergeant Drooce's confrontation (Tom Packer had sworn he'd let Drooce die), the pirates breaking in, the retreat through the zigzag, the desperate defense, and eventually the boats returning to save them.\n\nIn the actual Dickens story, Chapter I ends with the fight: \"receive them on your bayonets like men!\" The battle ensues; Tom Packer saves Drooce or Drooce is killed? Let me recall. In the original: Sergeant Drooce is killed by Tom Packer? Actually, in the original story, during the fight, Tom Packer has the chance to let Drooce die but instead saves him? Let me recall the actual text.\n\nThe original continues: \"Then,\" says he, \"receive them on your bayonets like men, and when they come in, give it them!\" \n\nActually the original text: \"Then,\" says he, \"receive them on your bayonets, and at the word, charge!\"\n\nIn the actual story, the pirates break in, there's a fierce fight. Tom Packer and Sergeant Drooce: Drooce is attacked, and Tom Packer\u2014who had sworn to let him die\u2014instead fights to save him, and both die together? Let me recall... In the original, I believe Sergeant Drooce is killed, and Tom Packer dies too. Actually, I recall that during the fight, Tom Packer sees Drooce in danger and, despite his oath, goes to his aid, and they die back to back? Hmm.\n\nLet me recall the actual ending of Chapter I of \"The Perils of Certain English Prisoners\":\n\nThe fight at the gate. The marines fall back through the zigzag. The pirates pour in. The second line under Drooce receives them. Hand-to-hand fighting. Miss", "The user wants me to continue the book \"O Condemnado\" by Camillo Castello Branco, a Portuguese drama from 1870. The book is in the public domain (published 1870), so continuing it in the same style is fine.\n\nThe text ends at Scene XIX of Act I, where the Visconde asks Rodrigo what he was saying so moved. I need to continue the play in the same style - 19th century Portuguese theatrical prose, with the same characters, themes, and dramatic tension.\n\nKey plot elements established:\n- The Visconde de Vasconcellos has a dark past - he confesses he was \"infamous\" and lost his honor in the ballrooms of Lisbon\n- Rodrigo is his son (natural son, later legitimized/perfilhado), married to D. Eugenia, an orphan raised in a convent in \u00c9vora\n- D. Eugenia's origins are mysterious - she was raised by D. Maria da Gl\u00f3ria who called her \"sobrinha\" (niece), possibly her daughter\n- Jorge de Mendanha - a mysterious Portuguese man who was in America, now in Porto, coming to the ball tomorrow\n- The newspaper article reveals: Jacome da Silveira killed his wife D. Martha de Villasboas out of jealousy ~24 years ago, was sentenced to 20 years of degredo in Africa, served his full sentence, and was seen in Paris\n- D. Eugenia reacts with shock to this news - she says \"Pois elle vive, meu Deus!\" (So he lives, my God!) and \"Eu vejo sempre o cadaver d'ella\" (I always see her corpse) - suggesting she has a connection to this story. She may be the daughter of Jacome da Silveira and Martha de Villasboas!\n- The Visconde also reacted with pallor when reading the newspaper - suggesting he may be the \"infame\" (infamous one), the accomplice of Martha in the adultery - the third person in the story (\"Na historia ha duas victimas, e um infame\")\n- Jorge de Mendanha is likely Jacome da Silveira himself (the ages match: 51 years old, bronzed face from Africa/sun, aristocratic manners, eloquent)\n\nSo the dramatic structure: The Visconde is likely the man who dishonored Jacome da Silveira (the adulterer with Martha). Eug", "The task is to complete the code in the file `.venv/Lib/site-packages/urllib3/connection.py`. The snippet ends in the middle of the `_ssl_wrap_socket_and_match_hostname` function, specifically in the middle of an `if` condition that determines whether hostname verification should be done manually.\n\nLet me recall the actual urllib3 source code for this function (from urllib3 2.x):\n\n```python\ndef _ssl_wrap_socket_and_match_hostname(\n sock: socket.socket,\n *,\n cert_reqs: None | str | int,\n ssl_version: None | str | int,\n ssl_minimum_version: int | None,\n ssl_maximum_version: int | None,\n cert_file: str | None,\n key_file: str | None,\n key_password: str | None,\n ca_certs: str | None,\n ca_cert_dir: str | None,\n ca_cert_data: None | str | bytes,\n assert_hostname: None | str | Literal[False],\n assert_fingerprint: str | None,\n server_hostname: str | None,\n ssl_context: ssl.SSLContext | None,\n tls_in_tls: bool = False,\n) -> _WrappedAndVerifiedSocket:\n \"\"\"Logic for constructing an SSLContext from all TLS parameters, passing\n that down into ssl_wrap_socket, and then doing certificate verification\n either via hostname or fingerprint. This function exists to guarantee\n that both proxies and targets have the same behavior when connecting via TLS.\n \"\"\"\n default_ssl_context = False\n if ssl_context is None:\n default_ssl_context = True\n context = create_urllib3_context(\n ssl_version=resolve_ssl_version(ssl_version),\n ssl_minimum_version=ssl_minimum_version,\n ssl_maximum_version=ssl_maximum_version,\n cert_reqs=resolve_cert_reqs(cert_reqs),\n )\n else:\n context = ssl_context\n\n context.verify_mode = resolve_cert_reqs(cert_reqs)\n\n # In some cases, we want to verify hostnames ourselves\n if (\n # `ssl` can't verify fingerprints or alternate hostnames\n assert_fingerprint\n or assert_hostname\n # assert_hostname can be set to False to disable hostname checking\n or assert_hostname is False\n # We still support OpenSSL 1.0.2, which prevents us from verifying\n # hostnames easily: https://github.com/pyca/pyopenssl/pull/933\n or ssl_.IS", "The task is to complete the code in `ldm/models/diffusion/ddpm.py`. The last visible snippet ends with:\n\n```python\n def _predict_eps_from_xstart(self, x_t, t, pred_xstart):\n```\n\nThis is a standard method from the Latent Diffusion Model (LDM) codebase (CompVis/latent-diffusion / stable-diffusion). The standard implementation is:\n\n```python\n def _predict_eps_from_xstart(self, x_t, t, pred_xstart):\n return (extract_into_tensor(self.sqrt_recip_alphas_cumprod, t, x_t.shape) * x_t - pred_xstart) / \\\n extract_into_tensor(self.sqrt_recipm1_alphas_cumprod, t, x_t.shape)\n```\n\nThis uses `extract_into_tensor` which is imported at the top of the file (`from ldm.modules.diffusionmodules.util import make_beta_schedule, extract_into_tensor, noise_like`).\n\nThe method typically follows with `_prior_bpd` and other methods, but the immediate completion is the body of `_predict_eps_from_xstart`.\n\nLet me provide the completion:\n\n```python\n def _predict_eps_from_xstart(self, x_t, t, pred_xstart):\n return (extract_into_tensor(self.sqrt_recip_alphas_cumprod, t, x_t.shape) * x_t - pred_xstart) / \\\n extract_into_tensor(self.sqrt_recipm1_alphas_cumprod, t, x_t.shape)\n```\n\nThis is the standard formula: given x_t and predicted x_0, recover the noise epsilon:\nx_t = sqrt(alpha_bar_t) * x_0 + sqrt(1 - alpha_bar_t) * eps\n=> eps = (x_t - sqrt(alpha_bar_t) * x_0) / sqrt(1 - alpha_bar_t)\n= (1/sqrt(alpha_bar_t) * x_t - x_0) / sqrt(1/alpha_bar_t - 1)\n\nwhere sqrt_recip_alphas_cumprod = sqrt(1/alpha_bar) and sqrt_recipm1_alphas_cumprod = sqrt(1/alpha_bar - 1).\n\nI should provide the code completion and a short explanation.<|close|>think<|sep|><|open|>response<|sep|>```\n def _predict_eps_from_xstart(self, x_t, t, pred_xstart):\n return (extract_into_tensor(self.sqrt_recip_alphas_cumprod, t, x_t.shape) * x_t -", "The user wants me to continue the book \"Christuslegenden\" (Christ Legends) by Selma Lagerl\u00f6f, in German, in the same style. The text cuts off mid-sentence in the story \"Das Kindlein von Bethlehem\" (The Holy Child of Bethlehem), where the captain Voltigius is explaining King Herod's plan to the Roman soldier. The sentence ends with \"Neige\" (likely \"Neige dein Ohr\" - incline your ear).\n\nI need to continue this story. In the original Selma Lagerl\u00f6f story \"The Holy Child\" (Det heliga barnet), the plot is: Herod plans a feast for all children aged 2-3 in Bethlehem with their mothers, and at the feast, the soldiers will kill all the children. The soldier is horrified but must obey. The child Jesus is warned - actually in the original story, the soldier's own child... Let me recall.\n\nIn Lagerl\u00f6f's original \"The Holy Child\": The Roman soldier has a son of his own. Herod's plan is to invite all boys between two and three years old with their mothers to a feast, and then kill them all. The soldier realizes his own child would be among them. Actually, let me think more carefully.\n\nIn the original story, the soldier is told of the plan: Herod will hold a feast for all children of that age in Bethlehem, and during the feast the children will be slaughtered. The soldier is horrified. Then it turns out the soldier himself has a little son whom he loves. His wife... Actually, I recall the soldier has a child, and he tries to save his own child. The little child (Jesus) who played on the meadow - the soldier wants to warn/save him too? \n\nLet me reconstruct: In the original, the soldier's wife brings their son. The soldier decides to save his own child by... he tells his wife to keep the child home. But then he sees the little child (Jesus) and feels gratitude for the water. He warns the child's mother? Actually in the original story, I believe the soldier sees the child Jesus being led by his mother to the feast, and he... Hmm.\n\nActually, the original story \"Det heliga barnet\" from \"Kristuslegender\" (1904): The Roman soldier learns of Herod's plan to massacre the children at a feast. He has a young son himself. He plans to hide", "Let me analyze the task. I need to complete the code in GOOD.py. The file shows imports and then a cropped snippet that appears to be in the middle of a method (likely `init_cards` or similar) and then the `start` method which handles the game loop.\n\nLooking at the cropped code:\n1. It starts mid-way through building `card_play_data_list` - a dictionary mapping positions to card lists\n2. Then validates hand cards\n3. Sets play order\n4. Creates AI players\n5. Creates GameEnv\n6. Calls self.start()\n7. Has a sleep method\n8. Has the start method which:\n - Initializes the card play\n - Loops while game not over\n - If play_order == 0 (user's turn), gets AI action, displays it, clicks cards\n - The snippet ends after `self.sleep(500)` in the play_order == 0 branch\n\nSo I need to complete:\n- The `play_order == 1` branch (\u4e0b\u5bb6/next player plays) - detect what cards the next player played\n- The `play_order == 2` branch (\u4e0a\u5bb6/previous player plays) - detect what cards the previous player played\n- The loop continuation and end of game handling\n\nThis is based on the DouZero_For_New_HLDDZ repository. Let me recall the structure of the original code (this appears to be based on tianqiraf/DouZero_For_HappyDouDiZhu or similar).\n\nIn the original repo, the start method looks something like:\n\n```python\ndef start(self):\n self.env.card_play_init(self.card_play_data_list)\n print(\"\u5f00\u59cb\u51fa\u724c\\n\")\n while not self.env.game_over:\n self.detect_start_btn()\n if not self.RunGame:\n break\n if self.play_order == 0:\n # ... user's turn (shown in snippet)\n self.play_order = 1\n elif self.play_order == 1:\n self.RPlayedCard.setText(\"...\")\n # detect right player's played cards\n ...\n self.play_order = 2\n elif self.play_order == 2:\n self.LPlayedCard.setText(\"...\")\n # detect left player's played cards\n ...\n self.play_order = 0\n```\n\nLet me think about the original DouZero_For_HappyDouDiZhu code. The main loop:\n\n```python\ndef start(self):\n self.env.card_play_init(self.card_play", "The user wants me to continue a French history book about the French Revolution, specifically about the Legislative Assembly (Assembl\u00e9e l\u00e9gislative). This appears to be from \"Histoire de la R\u00e9volution fran\u00e7aise\" - likely by Adolphe Thiers or possibly Mignet. Actually, looking at the style and content, this appears to be from Fran\u00e7ois Mignet's \"Histoire de la R\u00e9volution fran\u00e7aise\" or possibly Thiers. The style with the analytical judgments about the Constituent Assembly suggests it might be Thiers or Mignet.\n\nActually, looking more carefully at the style - the philosophical reflections, the analysis of parties - this looks like it could be from \"Histoire de la R\u00e9volution fran\u00e7aise\" by Adolphe Thiers. The chapter structure and the detailed analysis of the Constituent Assembly's judgment is characteristic.\n\nThe text ends mid-sentence: \"l'envoya \u00e0 tous les\" - which would continue as \"d\u00e9partemens\" (departments).\n\nI need to continue the book in the same style - 19th century French historical writing, with old French orthography (using \"\u00e9\" but also old spellings like \"\u00e9toient\" style - actually this text uses \"\u00e9taient\" but \"m\u00e9morable assembl\u00e9e\", \"talens\", \"enfans\", \"applaudissemens\" - the old spelling with single 's' before 'm' and 'n' in some words, \"moeurs\", etc.)\n\nKey stylistic features to maintain:\n- Old French orthography: \"talens\", \"enfans\", \"applaudissemens\", \"rassemblemens\", \"moeurs\", \"ame\" (for \u00e2me), \"conno\u00eetre\" style\n- Long analytical sentences\n- Historical judgment and analysis mixed with narrative\n- Footnotes occasionally\n- Chapter structure with summaries\n\nThe narrative is at January 1792, with Narbonne reporting on military preparations. The next events historically would be:\n- The diplomatic situation with Austria deteriorating\n- The fall of the Feuillant ministry (Narbonne's dismissal in March 1792)\n- The formation of the Girondin ministry (Dumouriez, Roland, Clavi\u00e8re, etc.)\n- The declaration of war against Austria (April 20, 1792)\n- The first military campaigns (disasters in Belgium)\n- The growing tensions leading to June 20, 1792\n\nLet me", "Let me analyze the code that needs to be completed. The file is `UserServices.java` and the method to complete is `register(RegisterDTO registerDTO)`.\n\nLooking at the context:\n1. `ApiException` - a RuntimeException that takes a message\n2. `AccountsDAO` - entity with email, password, username, phone, token, tokenExpired, student\n3. `RegisterDTO` - has email, password, name, phone with validation annotations\n4. `AccountsRepository` - has `findByEmail(String email)` returning Boolean\n5. `BCrypt` - has `hashpw(String password, String salt)` and `gensalt()` methods\n6. `UserServices` - has `accountsRepository` and `validator` autowired\n\nThe register method should:\n1. Validate the DTO using the validator\n2. Check if email already exists\n3. Hash the password with BCrypt\n4. Create and save the account\n\nLet me write the completion:\n\n```java\n @Transactional\n public void register(RegisterDTO registerDTO){\n Set> constraintViolations = validator.validate(registerDTO);\n if (!constraintViolations.isEmpty()){\n throw new ConstraintViolationException(constraintViolations);\n }\n\n if (accountsRepository.findByEmail(registerDTO.getEmail())){\n throw new ApiException(\"Email already registered\");\n }\n\n AccountsDAO accountsDAO = new AccountsDAO();\n accountsDAO.setEmail(registerDTO.getEmail());\n accountsDAO.setPassword(BCrypt.hashpw(registerDTO.getPassword(), BCrypt.gensalt()));\n accountsDAO.setUsername(registerDTO.getName());\n accountsDAO.setPhone(registerDTO.getPhone());\n\n accountsRepository.save(accountsDAO);\n }\n}\n```\n\nThis follows the typical pattern:\n1. Manual validation using the injected Validator (since it's a service, not a controller with @Valid)\n2. Check for existing email using the repository's findByEmail method\n3. Hash the password using BCrypt\n4. Map DTO fields to DAO (note: DTO has \"name\" but DAO has \"username\")\n5. Save the account\n\nThe imports are already present in the file (ApiException, AccountsDAO, RegisterDTO, AccountsRepository, BCrypt, ConstraintViolation, ConstraintViolationException, Validator, Set), which confirms this approach uses all of them.\n\nNote the imports include:\n- `com.erapor.erapor.exception.ApiException` - for throwing when email exists\n-", "Let me analyze the task. I need to complete the `MediaServerContext.java` file. The file currently has:\n\n```java\npackage com.ldf.media.context;\n\nimport com.ldf.media.callback.*;\nimport com.ldf.media.config.MediaServerConfig;\nimport com.ldf.media.sdk.core.ZLMApi;\nimport com.ldf.media.sdk.structure.MK_EVENTS;\nimport com.ldf.media.sdk.structure.MK_INI;\nimport com.sun.jna.Native;\nimport lombok.extern.slf4j.Slf4j;\nimport org.springframework.beans.factory.annotation.Autowired;\nimport org.springframework.stereotype.Component;\nimport javax.annotation.PostConstruct;\nimport javax.annotation.PreDestroy;\n\n/**\n * \u6d41\u5a92\u4f53\u4e0a\u4e0b\u6587\n *\n * @author lidaofu\n * @since 2023/11/28\n **/\n@Slf4j\n@Component\npublic class MediaServerContext {\n @Autowired\n private MediaServerConfig config;\n public static ZLMApi ZLM_API = null;\n private static MK_EVENTS MK_EVENTS = null;\n```\n\nI need to complete this class. Based on the context:\n\n1. `MediaServerConfig` has configuration properties like `thread_num`, `rtmp_port`, `rtsp_port`, `http_port`, `auto_close`, `streamNoneReaderDelayMS`, `maxStreamWaitMS`, `enable_ts`, `enable_hls`, `enable_fmp4`, `enable_rtsp`, `enable_rtmp`, `enable_mp4`, `enable_hls_fmp4`, `enable_audio`, `mp4_as_player`, `mp4_max_second`, `mp4_save_path`, `hls_save_path`, `rootPath`, `hls_demand`, `rtsp_demand`, `rtmp_demand`, `ts_demand`, `fmp4_demand`, `log_level`, `log_mask`, `log_file_days`, `log_path`.\n\n2. `ZLMApi` is a JNA Library interface with methods like:\n - `mk_env_init1(int thread_num, int log_level, int log_mask, String log_file_path, int log_file_days, int ini_is_path, Pointer ini, int ssl_is_path, String ssl, String ssl_pwd)`\n - `mk_ini_default()` returns global default ini config\n - `mk_ini_set_option_int(MK_INI ini, String key, int value)`\n - `mk_ini_set_option(MK_INI ini, String key, String value)`\n - `mk_http_server_start(short port, int ssl)`\n -", "The task is to complete the code in the file `SysRoleServiceImpl.java`. The file starts with imports and then jumps into a cropped snippet. I need to complete the code starting from where the snippet ends - the last method shown is `deleteAuthUser` with its javadoc comment.\n\nLooking at the structure, the file is `SysRoleServiceImpl` which implements `ISysRoleService`. The snippet shows:\n1. Imports\n2. A cropped portion showing the end of `updateRole` method (the part deleting role-menu associations)\n3. `updateRoleStatus`\n4. `authDataScope`\n5. `insertRoleMenu`\n6. `insertRoleDept`\n7. `deleteRoleById`\n8. `deleteRoleByIds`\n9. The javadoc for `deleteAuthUser` - which is where I need to continue\n\nSo I need to complete:\n- `deleteAuthUser(SysUserRole userRole)` - cancel authorization for a user role\n- `deleteAuthUsers(Long roleId, Long[] userIds)` - batch cancel authorization\n- `insertAuthUsers(Long roleId, Long[] userIds)` - batch insert authorization\n\nBased on the standard RuoYi implementation (this is clearly based on RuoYi framework), the completion should be:\n\n```java\n @Override\n public int deleteAuthUser(SysUserRole userRole) {\n return userRoleMapper.deleteUserRoleInfo(userRole);\n }\n\n /**\n * \u6279\u91cf\u53d6\u6d88\u6388\u6743\u7528\u6237\u89d2\u8272\n * \n * @param roleId \u89d2\u8272ID\n * @param userIds \u9700\u8981\u53d6\u6d88\u6388\u6743\u7684\u7528\u6237\u6570\u636eID\n * @return \u7ed3\u679c\n */\n @Override\n public int deleteAuthUsers(Long roleId, Long[] userIds) {\n return userRoleMapper.deleteUserRoleInfos(roleId, userIds);\n }\n\n /**\n * \u6279\u91cf\u9009\u62e9\u6388\u6743\u7528\u6237\u89d2\u8272\n * \n * @param roleId \u89d2\u8272ID\n * @param userIds \u9700\u8981\u5220\u9664\u7684\u7528\u6237\u6570\u636eID\n * @return \u7ed3\u679c\n */\n @Override\n public int insertAuthUsers(Long roleId, Long[] userIds) {\n // \u65b0\u589e\u7528\u6237\u4e0e\u89d2\u8272\u7ba1\u7406\n List list = new ArrayList();\n for (Long userId : userIds) {\n SysUserRole ur = new SysUserRole();\n ur.setUserId(userId);\n ur.setRoleId(roleId);\n", "The user wants me to continue the book \"Grandfer's Wonderful Garden\" by Eleanora H. Stooke. This is a children's book from the World War I era (published by R.T.S. - Religious Tract Society), featuring Billy Brown, an orphan whose mother was killed in a Zeppelin raid, who goes to live with his grandfather in Devonshire.\n\nThe book ends mid-Chapter VIII \"Grandfer's Secret\" with a thunderstorm scene. Billy has woken up terrified by thunder, thinking it was bombs. Mrs. Brown has come in with a candle and scolded him.\n\nI need to continue in the same style:\n- Victorian/Edwardian children's literature style\n- Religious/moral themes (Christian faith is central)\n- Simple, earnest prose\n- Dialect for country characters (\"Grandfer,\" \"Aye,\" etc.)\n- Themes of the war, gardening, nature\n- Characters: Billy, Grandfer (William Brown), Granny (Mrs. Brown - stern), May (the simple but spiritually insightful child), Harold, Aunt Elizabeth, Uncle John Dingle, Tom Turpin (soldier), Mr. Singleton (Vicar), Jenny the donkey, Scout the dog, Mrs. Varcoe\n\nThe remaining chapters according to the contents:\n- VIII. GRANDFER'S SECRET (in progress)\n- IX. THE BIRD PICTURE BOOK\n- X. SPRING\n- XI. GRANNY SURPRISES BILLY\n- XII. CONCLUSION\n\nSo I should continue Chapter VIII from where it left off, and then write chapters IX through XII to complete the book.\n\nChapter VIII: Grandfer's Secret - The thunderstorm scene. Billy is terrified. Mrs. Brown scolds him. Perhaps Grandfer comes and comforts him. The \"secret\" might be revealed - perhaps Grandfer has a secret place in the garden, or a secret about Billy's father, or something he's been planning. Given the title \"Grandfer's Wonderful Garden,\" maybe the secret is about a special part of the garden - perhaps a hidden garden or a special spot he's preparing. Or maybe the secret relates to Billy's father - letters, or something he kept. Let me think about what would fit the era and style.\n\nPerhaps Grandfer's secret is that he's been building/preparing something for Billy - like a special garden plot of his own, or he reveals something about Billy's father. Or the secret could be about why he and Billy's father were estranged,", "The user wants me to continue the book \"Crusaders of New France\" by William Bennett Munro. The text cuts off mid-sentence in Chapter III: \"In\" \u2014 actually it cuts off at \"particularly upon the question of permitting the sale of liquor to the Indians. In\"\n\nI need to continue in the same style \u2014 early 20th century historical writing, scholarly but accessible, with the characteristic tone of the Chronicles of America series. The book was published in 1918, so the style is that of academic history writing of that era.\n\nLet me continue from where it left off. The sentence was about Laval and the governor's friction over liquor sales to the Indians. I should complete that sentence and continue Chapter III to its conclusion, then perhaps move into Chapter IV \"The Age of Louis Quatorze.\"\n\nHistorical facts to draw upon:\n- Laval arrived in 1659 as vicar apostolic\n- The quarrel over the liquor trade (brandy sales to Indians)\n- Governor D'Argenson (Pierre de Voyer d'Argenson, vicomte de Mouzay) was governor 1658-1661\n- The dispute between Laval and D'Argenson over precedence and the liquor trade\n- Laval went to France to complain; D'Argenson was recalled\n- Dubois d'Avaugour appointed governor (1661-1663)\n- D'Avaugour initially took a hard line on liquor, executing two men, but then relented\n- Laval excommunicated those who sold liquor\n- The Company of One Hundred Associates was failing \u2014 it surrendered its charter in 1663\n- The Carignan-Sali\u00e8res regiment sent in 1665 under Tracy\n- The Mohawk expedition of 1666\n- Dollard des Ormeaux at the Long Sault (1660) \u2014 this is a famous episode that should be mentioned\n- The establishment of royal government in 1663 with the Sovereign Council\n- Bishopric of Quebec established 1674, Laval as first bishop\n- Talon the intendant arrived 1665\n- Frontenac appointed governor 1672\n\nThe actual book continues: In the real book, Chapter III ends with the discussion of Laval's arrival, the quarrel with D'Argenson, the recall, D'Avaugour, and the end of the Company of One Hundred Associates in 1663, leading to royal government. Then Chapter", "The user wants me to continue this book, which is from The Continental Monthly, Vol. IV, August 1863. The last piece is \"Across Maine in Mid-Winter,\" a first-person narrative about a woman (Elsie) traveling to her father's funeral in winter, by stagecoach through Maine wilderness. The text cuts off mid-sentence: \"Occasionally the object of my journey and the...\"\n\nI need to continue in the same style\u2014mid-19th century American periodical literature, with the sentimental, descriptive, somewhat ornate prose typical of the era. The narrator is a woman traveling alone with two strange gentlemen companions through a snowstorm in the Maine wilderness, anxious to reach Bangor in time to catch the cars (train) to her father's funeral 400 miles away.\n\nLet me continue the narrative naturally. The sentence was: \"Occasionally the object of my journey and the...\" \u2014 I should complete it, perhaps \"the uncertainty of reaching my destination in time would rush upon me...\" Then continue with the journey: interactions with the two gentlemen (who turn out to be kind), the storm, the wilderness, perhaps the driver, stops for supper, the night journey, fears, the kindness of strangers, arriving at Bangor just in time, reflections on Providence, and perhaps reaching home for the funeral. The style should include period details: stagecoach travel, way-houses, hot bricks, buffalo robes, lanterns, snow drifts, the \"air line\" road through wilderness, etc.\n\nI should maintain the first-person female voice, the sentimental and reflective tone, the religious faith elements (Aunt Carter's \"good Providence\"), and the descriptive nature writing. The story is based on a real journey\u2014likely from an island (perhaps Grand Manan? \"the island\" near St. Croix river, St. Andrews opposite\u2014this suggests Campobello or Eastport area; St. Croix river, St. Andrews is in New Brunswick; the narrator lives on an island\u2014perhaps Campobello Island). The \"air line\" ran from Calais (C----) to Bangor, about 90-100 miles through wilderness. So C---- is Calais. The journey: from the island (maybe Eastport or Lubec?) 30 miles north to Calais, then the air line to Bangor.\n\nHistorical detail: The \"Air Line\" stage route from Calais to Bangor was indeed a famous route through the Maine wilderness, about 95 miles, with way stations. It operated", "Let me analyze the file `finetune_gui.py` and fill in the missing code based on the context provided.\n\nLooking at the file, I need to identify all the `[COMPLETE]` markers and figure out what code should go there.\n\n1. First `[COMPLETE]` after `import json`:\n```python\nimport gradio as gr\nimport json\n[COMPLETE]\nimport os\n```\nThis should be `import math` since `math.ceil` is used later in the code.\n\n2. The imports from `library.common_gui`:\n```python\nfrom library.common_gui import (\n[COMPLETE]\n[COMPLETE]\n[COMPLETE]\n)\n```\nBased on usage in the file: `get_saveasfile_path`, `get_file_path`, `get_folder_path` are used. So:\n```python\nfrom library.common_gui import (\n get_saveasfile_path,\n get_file_path,\n get_folder_path,\n)\n```\n\n3. In `save_configuration` function signature:\n```python\n train_text_encoder,\n create_buckets,\n create_caption,\n[COMPLETE]\n save_model_as,\n caption_extension,\n):\n```\nLooking at `open_config_file`, the parameter between `create_caption` and `save_model_as` is `train`. So this should be `train,`.\n\n4. In `save_configuration`:\n```python\n original_file_path = file_path\n\n[COMPLETE]\n\n if save_as_bool:\n```\nThis should convert `save_as` to a boolean: `save_as_bool = True if save_as == 'True' else False`\n\n5. \n```python\n else:\n print('Save...')\n if file_path == None or file_path == '':\n[COMPLETE]\n```\nThis should be `file_path = get_saveasfile_path(file_path)`\n\n6. In the variables dict:\n```python\n 'v2': v2,\n 'v_parameterization': v_parameterization,\n[COMPLETE]\n 'image_folder': image_folder,\n```\nThis should be `'train_dir': train_dir,`\n\n7. \n```python\n 'create_buckets': create_buckets,\n 'create_caption': create_caption,\n[COMPLETE]\n 'save_model_as': save_model_as,\n```\nThis should be `'train': train,`\n\n8. In `open_config_file`:\n```python\n original_file_path = file_path\n[COMPLETE]\n\n if file_path != '' and file_path != None:\n```\nThis should be `file_path = get_file_path(file_path)`\n\n9. \n```python\n if file", "The user wants me to continue the book \"Torn Sails\" by Allen Raine, a Welsh village tale from 1898. I need to continue in the same style - Victorian romantic fiction with Welsh dialect, Welsh phrases with footnotes, chapter epigraphs in Welsh with translations, and the same characters and plot threads.\n\nLet me review where we are in the story:\n\n- Chapter I: Mwntseison - introduces the village, Hugh Morgan (the Mishteer), Ivor Parry (his manager), Gwladys Price (beautiful 18-year-old who Ivor loves), Nani (Gwladys's mother), Gwen (who loves Ivor but is marrying Siencyn Owen)\n- Chapter II: Hugh Morgan - Gwen's jealousy and hatred of Gwladys, her witch grandmother's teachings, 'n'wncwl Jos's stories, Hugh's kindness to Gwladys (which Gwen notices with dawning perception - suggesting Hugh may be falling in love with Gwladys), Ivor and Gwladys's boat ride\n- Chapter III: Mari \"Vone\" - Mari's backstory: she loved Hugh Morgan 15 years ago but foolishly rejected him due to pride, and he never asked again. Now they're friends. At the end of the chapter, Hugh announces he's thinking of getting married - and Mari's hope dies. The chapter ends mid-conversation with Hugh saying \"Perhaps the girl won't have me, man. Wait until I give you leave.\"\n\nThe table of contents shows:\nIV.--Owen's \"bidding\"\nV.--Traeth-y-daran\nVI.--Changes\nVII.--A wedding call\nVIII.--Confidences\nIX.--Gwen's rebellion\nX.--Hugh's suspicions\nXI.--The storm\nXII.--Unrest\nXIII.--Doubts and fears\nXIV.--The mill\nXV.--Torn sails\nXVI.--Peace\nXVII.--The mill in the moonlight\n\nSo the next chapter should be Chapter IV: Owen's \"bidding\" - which would be about Siencyn Owen and Gwen's wedding bidding (a Welsh custom where guests give gifts/money to the couple).\n\nBut first, I should probably finish the conversation from Chapter III - who is Hugh going to marry? The implication from Chapter II is that Hugh is falling in love with Gwladys (Gwen noticed his kindness to her). This creates the", "The user wants me to continue \"The Adventures of Gerard\" by Arthur Conan Doyle, specifically continuing from where the text cuts off in Chapter II, \"How the Brigadier Captured Saragossa.\" The text ends mid-sentence: \"The Spaniard had seen him standing under the tree and had...\"\n\nI need to continue in the same style - first person narration by Etienne Gerard, the vain, brave, pompous but lovable Hussar officer. The style features:\n- Gerard addressing his audience (\"my friends\") in a caf\u00e9\n- His vanity and self-aggrandizement\n- His genuine bravery and skill\n- Humor arising from his obliviousness to how others see him\n- Period detail about Napoleonic warfare\n- Short, punchy sentences mixed with longer descriptive ones\n- His catchphrases like \"debonair,\" references to the Hussars of Conflans, his swordsmanship, his way with women\n\nThe actual original story continues: Gerard kills the Spaniard (in the original, he throws his knife), makes his way through the city in his friar disguise, finds Hubert dead or the house, meets a woman, eventually ends up in the convent, is captured, about to be shot/hanged, but ends up exploding the magazine himself (or the explosion happens), and the French take the city. In the original story, Gerard is captured and condemned to death by a Spanish tribunal led by a priest, but he manages to light the fuse to the powder magazine, blowing up the convent wall, allowing the French to storm in. He survives and is rescued. Also there's a scene where he hides in a house with a Spanish woman who betrays him or helps him.\n\nLet me recall the actual story: Gerard climbs the tree, the sentry fires at the sergeant. Gerard then... In the original: \"The Spaniard had seen him standing under the tree and had shot him.\" Gerard then kills the sentry with his knife (he throws it). Then he crosses roofs, drops into a courtyard, makes his way through streets in disguise. He reaches the house of Hubert, finds it guarded or finds Hubert has been arrested. He learns from a woman (or from gossip) that Hubert was taken by the Inquisition or by the Spanish authorities and is to be executed. Gerard decides to complete the mission himself - he needs to find the magazine in the Convent of the Madonna. He gets into the convent disguised as a fri", "Let me analyze the code structure to understand what needs to be completed.\n\nThe file is `main_mobo.py` and the last function shown is `sample_batch` which is cut off at:\n\n```python\ndef sample_batch(args, generator, rollout_worker, oracle=None, proxy=None, ref_mols=None, Y_bounds=None, compute_multi_objective_metric=False):\n score_succ = {'gsk3b': 0.5, 'jnk3': 0.5, 'drd2': 0.5, \n 'chemprop_sars': 0.5, 'chemprop_hiv': 0.5, \"seh\": 0.5,\n 'qed': 0.6, 'sa': 0.67}\n if Y_bounds is None:\n Y_bounds = torch.stack([proxy.partitioning.Y.min(\n dim=-2).values, proxy.partitioning.Y.max(dim=-2).values])\n \n time_start = time.time()\n```\n\nAlso, there's a partial class `BoRolloutWorker` shown at the top of the cropped snippet (the part before `train_generative_model`), which extends `RolloutWorker` with methods like `execute_train_episode_batch` (with offline sampling) and `initialize_hindsight_mols`.\n\nLooking at the context:\n1. `train_generative_model` calls `sample_batch(args, generator, rollout_worker, oracle, proxy, Y_bounds, compute_multi_objective_metric=False)` and expects it to return `volume, volume_oracle, reward_weight, reward_mean, test_loss, diversity`.\n\n2. The function `sample_batch` needs to:\n - Sample molecules from the generator using the rollout worker\n - Compute rewards/scores\n - Compute hypervolume (both proxy and oracle based)\n - Compute diversity\n - Return the metrics\n\nLet me look at how `sample_batch` is used:\n\n```python\nvolume, volume_oracle, reward_weight, reward_mean, test_loss, diversity = sample_batch(\n args, generator, rollout_worker, oracle, proxy, Y_bounds, compute_multi_objective_metric=False)\nargs.logger.add_scalar(\n 'round{}/Top-100-sampled/volumes'.format(round_idx), volume, use_context=False)\nargs.logger.add_scalar(\n 'round{}/Top-100-sampled/volumes_oracle'.format(round_idx), volume_oracle, use_context=False)\nargs.logger.add_scalars(\n 'round{}/Top-100-s", "The user wants me to continue \"Oliver Twist\" by Charles Dickens, in the same style. The text ends mid-sentence in Chapter XXXIX, with Rose saying \"Do not close your heart against all my efforts to help you,\" \u2014 and Nancy is about to respond.\n\nLet me recall the actual continuation of the novel. In the original text, the chapter continues:\n\n\"Do not close your heart against all my efforts to help you,\" said Rose, stepping gently forward. \"I wish to serve you indeed.\"\n\n\"You would serve me best, lady,\" replied the girl, \"if you could take my life at once; for I have felt more grief to think of what I am, to-night, than I ever did before, and it would be something not to die in the hell in which I have lived. God bless you, sweet lady, and send as much happiness on your head as I have brought shame on mine!\"\n\nThus speaking, and sobbing aloud, the unhappy creature turned away; while Rose Maylie, overpowered by this extraordinary interview, which had more the semblance of a rapid dream than an actual occurrence, sank into a chair, and endeavoured to collect her wandering thoughts.\n\nThen Chapter XL begins: \"A CONTINUATION OF THE TRANSACTIONS SUBSEQUENT TO THE DEATH OF OLD SALLY, WHICH AFFORDS A CLUE TO THE FOREGOING MYSTERY.\" \u2014 Actually, let me recall. Chapter XL is \"A STRANGE INTERVIEW, WHICH IS A SEQUEL TO THE LAST CHAMBER\" \u2014 no wait, that's Chapter XXXIX. Chapter XL is \"A CONTINUATION OF THE TRANSACTIONS...\" Hmm.\n\nActually in the original:\n- Chapter XXXVII: \"In which the reader may perceive a contrast, not uncommon in matrimonial cases\" \u2014 no wait, that's in some editions. The text given here uses the 1839 second edition chapter numbering where Chapter XXXVII is \"Containing an account of what passed between Mr. and Mrs. Bumble and Monks, at their nocturnal interview.\" In later editions, this is Chapter 37 \"In which the reader may perceive a contrast...\" Hmm, actually no. Let me think.\n\nIn the standard edition:\n- Chapter 37: \"In which the reader may perceive a contrast, not uncommon in matrimonial cases\" \u2014 this is the Bumble/Mrs. Mann chapter? No...\n\nActually the standard chapters:\n- Chapter 37: \"In which the reader may perceive", "Let me analyze the code that needs to be completed. This is the `VisualSearch/utils/dataset.py` file, which contains a validation dataset class (likely `ValDataset`). The code is cut off in the `__getitem__` method, specifically in the part where it builds conversations from sampled sentences.\n\nLooking at the context:\n1. The file imports various modules\n2. There's a class with `ignore_label = 255` (likely `ValDataset`)\n3. The `__init__` handles two data types: \"reason_seg\" and \"refer_seg\"\n4. The `__getitem__` method processes images and creates conversations\n\nThe code is cut off at:\n```python\n\t\tconversations = []\n\t\tconv = conversation_lib.default_conversation.copy()\n\t\ti = 0\n\t\twhile i < len(sampled_sents):\n\t\t\tconv.messages = []\n\t\t\ttext = sampled_sents[i].strip()\n\t\t\tif is_sentence:\n\t\t\t\tconv.append_message(\n\t\t\t\t\tconv.roles[0],\n```\n\nThis is based on the LISA repository's dataset.py structure. Let me recall the LISA ValDataset `__getitem__` method:\n\n```python\ndef __getitem__(self, idx):\n if self.data_type == \"refer_seg\":\n refer_seg_ds = self.refer_seg_ds\n images = refer_seg_ds[\"images\"]\n annotations = refer_seg_ds[\"annotations\"]\n img2refs = refer_seg_ds[\"img2refs\"]\n\n image_info = images[idx]\n image_path = image_info[\"file_name\"]\n image_id = image_info[\"id\"]\n\n refs = img2refs[image_id]\n if len(refs) == 0:\n raise ValueError(\"image {} has no refs\".format(image_id))\n\n sents = []\n ann_ids = []\n for ref in refs:\n for sent in ref[\"sentences\"]:\n sents.append(sent[\"sent\"].strip().lower())\n ann_ids.append(ref[\"ann_id\"])\n\n sampled_sents = sents\n sampled_ann_ids = ann_ids\n image = cv2.imread(image_path)\n image = cv2.cvtColor(image, cv2.COLOR_BGR2RGB)\n is_sentence = False\n else:\n image_path = self.images[idx]\n image = cv2.imread(image_path)\n image = cv2.cvtColor(image, cv2.COLOR_BGR2RGB)\n json_path = image_path.replace(\".jpg\", \".json\")\n mask_json, sampled", "The user wants me to continue this book - it's an issue of \"Punchinello,\" a satirical magazine from 1870, which includes \"The Mystery of Mr. E. Drood\" by Orpheus C. Kerr (a parody of Charles Dickens' \"The Mystery of Edwin Drood\"). The text cuts off mid-sentence at the end with \"the comparative merits of the needle gun and the Chasse\" (presumably \"Chassepot\" - the French rifle).\n\nI should continue in the same style. The last piece is \"PARDONABLE SOLICITUDE\" - a letter from a farmer asking about the Franco-Prussian War, and the editorial response was cut off mid-sentence: \"[Our correspondent will understand that the question of the continuance of the war depends altogether on the comparative merits of the needle gun and the Chasse...\"\n\nSo I should:\n1. Complete that editorial response\n2. Continue with more content in the style of the magazine - perhaps more jokes, advertisements, the continuation of the Drood story, or other satirical pieces typical of the issue.\n\nThe style is:\n- 1870s American humor magazine\n- Satirical, punning, wordplay-heavy\n- References to current events (Franco-Prussian War, Grant administration, Chinese immigration, women's rights, etc.)\n- Comic dialect writing (Hiram Green, Mose Skinner, the farmer)\n- The Drood parody with characters like Edwin Drood, Flora Potts (the Flowerpot), Jack Bumstead, Miss Carowthers, Magnolia Pendragon, Mr. Simpson, Mr. Dibble\n- Advertisements with asterisk separators\n- Illustrations described in brackets\n- Comic poems\n\nLet me continue with:\n1. Finish the editorial note about the needle gun and Chassepot\n2. Maybe another short piece or two\n3. Perhaps continue \"The Mystery of Mr. E. Drood\" with Chapter XIII\n4. Some advertisements at the end\n\nLet me write in the authentic style. The needle gun was the Prussian Dreyse rifle, the Chassepot was the French rifle. The joke would be about which is superior determining the war.\n\nLet me draft:\n\n---\n\n[Our correspondent will understand that the question of the continuance of the war depends altogether on the comparative merits of the needle gun and the Chassepot. If the former proves the sharper weapon, the Prooshuns will probably stick to their work; if the", "The user wants me to continue this book, \"The Bright Side of Prison Life\" by Captain S. A. Swiggett, published 1897. The book is a memoir of a Civil War Union officer's experiences as a prisoner of war in Camp Ford, Tyler, Texas. The text cuts off mid-sentence in Chapter VI (\"Incidents\"):\n\n\"Among the prisoners were a number of steamboat men, who lived by themselves and were called the steamboat squad. They were an unruly crowd and caused much\"\n\nI need to continue in the same style - first person, folksy, humorous, anecdotal, with the characteristic 19th century memoir style. The author has a wry sense of humor, looks at \"the bright side,\" tells stories of prison life, escapes, recaptures, etc.\n\nLooking at the table of contents:\n- CHAPTER VI. Incidents (currently in progress)\n- CHAPTER VII. Events\n- CHAPTER VIII. An Escape\n- CHAPTER IX. On the Tramp\n- CHAPTER X. Recaptured\n- CHAPTER XI. The Back Track\n- CHAPTER XII. The Return to the Stockade\n- CHAPTER XIII. Incidents, and Another Escape\n- CHAPTER XIV. Tramps Once More\n- CHAPTER XV. Diplomacy\n- CHAPTER XVI. Making Progress\n- CHAPTER XVII. A Puzzle, and Incidents\n- CHAPTER XVIII. Experiences\n- CHAPTER XIX. Good Luck and Bad\n- CHAPTER XX. In the Toils\n- CHAPTER XXI. Another Return Trip\n- CHAPTER XXII. Foraging, and a New Prison\n- CHAPTER XXIII. To Camp Ford and Joy\n- CHAPTER XXIV. Liberty at Last\n\nIllustrations mentioned:\n- Adjutant S. K. Mahon, 69 (Chapter VIII)\n- Captain J. B. Gedney, 79 (Chapter IX)\n- Captain Thomas M. Fee, 89 (Chapter X)\n- Captain Charles Burnbaum, 94 (Chapter XI)\n- Captain J. P. Rummel, 115 (Chapter XIII)\n- Captain B. F. Miller, 167 (Chapter XVIII)\n- Sergeant E. B. Rocket, 189 (Chapter XXI)\n\nSo I should continue from where the text cuts off, completing Chapter VI, then writing subsequent chapters. I should incorporate the named characters (Mahon, Gedney, Fee, Burn"], "errors": ["", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", ""]} diff --git a/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/results/dp2-pp8-final-20260902-130711/bench/warm_a.jsonl b/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/results/dp2-pp8-final-20260902-130711/bench/warm_a.jsonl new file mode 100644 index 0000000..d543528 --- /dev/null +++ b/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/results/dp2-pp8-final-20260902-130711/bench/warm_a.jsonl @@ -0,0 +1 @@ +{"tag": null, "backend": "sglang", "dataset_name": "speed-bench", "request_rate": 10000.0, "max_concurrency": 8, "sharegpt_output_len": null, "random_input_len": 1024, "random_output_len": 1024, "random_range_ratio": 0.0, "server_info": {"model_path": "/data/hf_models/Kimi-K3", "tokenizer_path": "/data/hf_models/Kimi-K3", "tokenizer_mode": 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a/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/results/dp2-pp8-final-20260902-130711/commands/a_0.cmd.txt b/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/results/dp2-pp8-final-20260902-130711/commands/a_0.cmd.txt new file mode 100644 index 0000000..7079f7b --- /dev/null +++ b/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/results/dp2-pp8-final-20260902-130711/commands/a_0.cmd.txt @@ -0,0 +1 @@ +docker run -d --name kimi3_pro6000_dp2_nospec_ab_pp8_a_0 --gpus all --network host --ipc=host --shm-size 32g --ulimit memlock=-1 --device /dev/infiniband -v /data/hf_models/Kimi-K3:/data/hf_models/Kimi-K3:ro -v /data/hzy/cache/kimi-dflash-fi0618-situ4460:/cache -e SGLANG_HOST_IP=174.1.60.1 -e PYTHONUNBUFFERED=1 -e HF_HUB_OFFLINE=1 -e TRANSFORMERS_OFFLINE=1 -e GLOO_SOCKET_IFNAME=bond0 -e NCCL_SOCKET_IFNAME=bond1 -e NCCL_IB_HCA=mlx5_0\,mlx5_1\,mlx5_2\,mlx5_3 -e NCCL_IB_GID_INDEX=3 -e NCCL_IB_TIMEOUT=22 -e NCCL_IB_RETRY_CNT=7 -e NCCL_CUMEM_ENABLE=1 -e NCCL_DEBUG=WARN -e NCCL_DEBUG_SUBSYS=INIT\,ENV -e PYTORCH_CUDA_ALLOC_CONF=expandable_segments:True -e SGLANG_ENABLE_TP_MEMORY_INBALANCE_CHECK=0 -e SGLANG_MOE_FUSED_GATE_RADIX=1 -e FLASHINFER_WORKSPACE_BASE=/cache -e FLASHINFER_CUDA_ARCH_LIST=12.0f -e SGLANG_CACHE_DIR=/cache -e XDG_CACHE_HOME=/cache -e TRITON_CACHE_DIR=/cache/triton -e TORCH_EXTENSIONS_DIR=/cache/torch_extensions -e CUDA_CACHE_PATH=/cache/cuda -e TMPDIR=/cache/tmp -e MAX_JOBS=4 --entrypoint python3 local/sglang:kimi-k3-pp-dflash-33863-fi0618-situ4460-kvbounds1 -m sglang.launch_server --model-path /data/hf_models/Kimi-K3 --served-model-name kimi-k3 --trust-remote-code --tp-size 4 --pp-size 8 --ep-size 4 --nnodes 4 --node-rank 0 --dist-init-addr 174.1.60.1:20000 --moe-runner-backend flashinfer_mxfp4 --moe-a2a-backend none --kv-cache-dtype bfloat16 --chunked-prefill-size 8192 --page-size 64 --mem-fraction-static 0.84 --mamba-full-memory-ratio 0.36 --mamba-radix-cache-strategy extra_buffer_lazy --disable-radix-cache --max-running-requests 8 --cuda-graph-max-bs-decode 8 --dist-timeout 3600 --enable-metrics --enable-request-time-stats-logging --host 0.0.0.0 --port 30000 diff --git a/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/results/dp2-pp8-final-20260902-130711/commands/a_1.cmd.txt b/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/results/dp2-pp8-final-20260902-130711/commands/a_1.cmd.txt new file mode 100644 index 0000000..9e42814 --- /dev/null +++ b/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/results/dp2-pp8-final-20260902-130711/commands/a_1.cmd.txt @@ -0,0 +1 @@ +docker run -d --name kimi3_pro6000_dp2_nospec_ab_pp8_a_1 --gpus all --network host --ipc=host --shm-size 32g --ulimit memlock=-1 --device /dev/infiniband -v /data/hf_models/Kimi-K3:/data/hf_models/Kimi-K3:ro -v /data/hzy/cache/kimi-dflash-fi0618-situ4460:/cache -e SGLANG_HOST_IP=174.1.60.2 -e PYTHONUNBUFFERED=1 -e HF_HUB_OFFLINE=1 -e TRANSFORMERS_OFFLINE=1 -e GLOO_SOCKET_IFNAME=bond0 -e NCCL_SOCKET_IFNAME=bond1 -e NCCL_IB_HCA=mlx5_0\,mlx5_1\,mlx5_2\,mlx5_3 -e NCCL_IB_GID_INDEX=3 -e NCCL_IB_TIMEOUT=22 -e NCCL_IB_RETRY_CNT=7 -e NCCL_CUMEM_ENABLE=1 -e NCCL_DEBUG=WARN -e NCCL_DEBUG_SUBSYS=INIT\,ENV -e PYTORCH_CUDA_ALLOC_CONF=expandable_segments:True -e SGLANG_ENABLE_TP_MEMORY_INBALANCE_CHECK=0 -e SGLANG_MOE_FUSED_GATE_RADIX=1 -e FLASHINFER_WORKSPACE_BASE=/cache -e FLASHINFER_CUDA_ARCH_LIST=12.0f -e SGLANG_CACHE_DIR=/cache -e XDG_CACHE_HOME=/cache -e TRITON_CACHE_DIR=/cache/triton -e TORCH_EXTENSIONS_DIR=/cache/torch_extensions -e CUDA_CACHE_PATH=/cache/cuda -e TMPDIR=/cache/tmp -e MAX_JOBS=4 --entrypoint python3 local/sglang:kimi-k3-pp-dflash-33863-fi0618-situ4460-kvbounds1 -m sglang.launch_server --model-path /data/hf_models/Kimi-K3 --served-model-name kimi-k3 --trust-remote-code --tp-size 4 --pp-size 8 --ep-size 4 --nnodes 4 --node-rank 1 --dist-init-addr 174.1.60.1:20000 --moe-runner-backend flashinfer_mxfp4 --moe-a2a-backend none --kv-cache-dtype bfloat16 --chunked-prefill-size 8192 --page-size 64 --mem-fraction-static 0.84 --mamba-full-memory-ratio 0.36 --mamba-radix-cache-strategy extra_buffer_lazy --disable-radix-cache --max-running-requests 8 --cuda-graph-max-bs-decode 8 --dist-timeout 3600 --enable-metrics --enable-request-time-stats-logging --host 0.0.0.0 --port 30000 diff --git a/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/results/dp2-pp8-final-20260902-130711/commands/a_2.cmd.txt b/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/results/dp2-pp8-final-20260902-130711/commands/a_2.cmd.txt new file mode 100644 index 0000000..77d29fb --- /dev/null +++ b/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/results/dp2-pp8-final-20260902-130711/commands/a_2.cmd.txt @@ -0,0 +1 @@ +docker run -d --name kimi3_pro6000_dp2_nospec_ab_pp8_a_2 --gpus all --network host --ipc=host --shm-size 32g --ulimit memlock=-1 --device /dev/infiniband -v /data/hf_models/Kimi-K3:/data/hf_models/Kimi-K3:ro -v /data/hzy/cache/kimi-dflash-fi0618-situ4460:/cache -e SGLANG_HOST_IP=174.1.60.3 -e PYTHONUNBUFFERED=1 -e HF_HUB_OFFLINE=1 -e TRANSFORMERS_OFFLINE=1 -e GLOO_SOCKET_IFNAME=bond0 -e NCCL_SOCKET_IFNAME=bond1 -e NCCL_IB_HCA=mlx5_0\,mlx5_1\,mlx5_2\,mlx5_3 -e NCCL_IB_GID_INDEX=3 -e NCCL_IB_TIMEOUT=22 -e NCCL_IB_RETRY_CNT=7 -e NCCL_CUMEM_ENABLE=1 -e NCCL_DEBUG=WARN -e NCCL_DEBUG_SUBSYS=INIT\,ENV -e PYTORCH_CUDA_ALLOC_CONF=expandable_segments:True -e SGLANG_ENABLE_TP_MEMORY_INBALANCE_CHECK=0 -e SGLANG_MOE_FUSED_GATE_RADIX=1 -e FLASHINFER_WORKSPACE_BASE=/cache -e FLASHINFER_CUDA_ARCH_LIST=12.0f -e SGLANG_CACHE_DIR=/cache -e XDG_CACHE_HOME=/cache -e TRITON_CACHE_DIR=/cache/triton -e TORCH_EXTENSIONS_DIR=/cache/torch_extensions -e CUDA_CACHE_PATH=/cache/cuda -e TMPDIR=/cache/tmp -e MAX_JOBS=4 --entrypoint python3 local/sglang:kimi-k3-pp-dflash-33863-fi0618-situ4460-kvbounds1 -m sglang.launch_server --model-path /data/hf_models/Kimi-K3 --served-model-name kimi-k3 --trust-remote-code --tp-size 4 --pp-size 8 --ep-size 4 --nnodes 4 --node-rank 2 --dist-init-addr 174.1.60.1:20000 --moe-runner-backend flashinfer_mxfp4 --moe-a2a-backend none --kv-cache-dtype bfloat16 --chunked-prefill-size 8192 --page-size 64 --mem-fraction-static 0.84 --mamba-full-memory-ratio 0.36 --mamba-radix-cache-strategy extra_buffer_lazy --disable-radix-cache --max-running-requests 8 --cuda-graph-max-bs-decode 8 --dist-timeout 3600 --enable-metrics --enable-request-time-stats-logging --host 0.0.0.0 --port 30000 diff --git a/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/results/dp2-pp8-final-20260902-130711/commands/a_3.cmd.txt b/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/results/dp2-pp8-final-20260902-130711/commands/a_3.cmd.txt new file mode 100644 index 0000000..7f45171 --- /dev/null +++ b/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/results/dp2-pp8-final-20260902-130711/commands/a_3.cmd.txt @@ -0,0 +1 @@ +docker run -d --name kimi3_pro6000_dp2_nospec_ab_pp8_a_3 --gpus all --network host --ipc=host --shm-size 32g --ulimit memlock=-1 --device /dev/infiniband -v /data/hf_models/Kimi-K3:/data/hf_models/Kimi-K3:ro -v /data/hzy/cache/kimi-dflash-fi0618-situ4460:/cache -e SGLANG_HOST_IP=174.1.60.4 -e PYTHONUNBUFFERED=1 -e HF_HUB_OFFLINE=1 -e TRANSFORMERS_OFFLINE=1 -e GLOO_SOCKET_IFNAME=bond0 -e NCCL_SOCKET_IFNAME=bond1 -e NCCL_IB_HCA=mlx5_0\,mlx5_1\,mlx5_2\,mlx5_3 -e NCCL_IB_GID_INDEX=3 -e NCCL_IB_TIMEOUT=22 -e NCCL_IB_RETRY_CNT=7 -e NCCL_CUMEM_ENABLE=1 -e NCCL_DEBUG=WARN -e NCCL_DEBUG_SUBSYS=INIT\,ENV -e PYTORCH_CUDA_ALLOC_CONF=expandable_segments:True -e SGLANG_ENABLE_TP_MEMORY_INBALANCE_CHECK=0 -e SGLANG_MOE_FUSED_GATE_RADIX=1 -e FLASHINFER_WORKSPACE_BASE=/cache -e FLASHINFER_CUDA_ARCH_LIST=12.0f -e SGLANG_CACHE_DIR=/cache -e XDG_CACHE_HOME=/cache -e TRITON_CACHE_DIR=/cache/triton -e TORCH_EXTENSIONS_DIR=/cache/torch_extensions -e CUDA_CACHE_PATH=/cache/cuda -e TMPDIR=/cache/tmp -e MAX_JOBS=4 --entrypoint python3 local/sglang:kimi-k3-pp-dflash-33863-fi0618-situ4460-kvbounds1 -m sglang.launch_server --model-path /data/hf_models/Kimi-K3 --served-model-name kimi-k3 --trust-remote-code --tp-size 4 --pp-size 8 --ep-size 4 --nnodes 4 --node-rank 3 --dist-init-addr 174.1.60.1:20000 --moe-runner-backend flashinfer_mxfp4 --moe-a2a-backend none --kv-cache-dtype bfloat16 --chunked-prefill-size 8192 --page-size 64 --mem-fraction-static 0.84 --mamba-full-memory-ratio 0.36 --mamba-radix-cache-strategy extra_buffer_lazy --disable-radix-cache --max-running-requests 8 --cuda-graph-max-bs-decode 8 --dist-timeout 3600 --enable-metrics --enable-request-time-stats-logging --host 0.0.0.0 --port 30000 diff --git a/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/results/dp2-pp8-final-20260902-130711/commands/b_0.cmd.txt b/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/results/dp2-pp8-final-20260902-130711/commands/b_0.cmd.txt new file mode 100644 index 0000000..847f36d --- /dev/null +++ b/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/results/dp2-pp8-final-20260902-130711/commands/b_0.cmd.txt @@ -0,0 +1 @@ +docker run -d --name kimi3_pro6000_dp2_nospec_ab_pp8_b_0 --gpus all --network host --ipc=host --shm-size 32g --ulimit memlock=-1 --device /dev/infiniband -v /data/hf_models/Kimi-K3:/data/hf_models/Kimi-K3:ro -v /data/hzy/cache/kimi-dflash-fi0618-situ4460:/cache -e SGLANG_HOST_IP=174.1.60.5 -e PYTHONUNBUFFERED=1 -e HF_HUB_OFFLINE=1 -e TRANSFORMERS_OFFLINE=1 -e GLOO_SOCKET_IFNAME=bond0 -e NCCL_SOCKET_IFNAME=bond1 -e NCCL_IB_HCA=mlx5_0\,mlx5_1\,mlx5_2\,mlx5_3 -e NCCL_IB_GID_INDEX=3 -e NCCL_IB_TIMEOUT=22 -e NCCL_IB_RETRY_CNT=7 -e NCCL_CUMEM_ENABLE=1 -e NCCL_DEBUG=WARN -e NCCL_DEBUG_SUBSYS=INIT\,ENV -e PYTORCH_CUDA_ALLOC_CONF=expandable_segments:True -e SGLANG_ENABLE_TP_MEMORY_INBALANCE_CHECK=0 -e SGLANG_MOE_FUSED_GATE_RADIX=1 -e FLASHINFER_WORKSPACE_BASE=/cache -e FLASHINFER_CUDA_ARCH_LIST=12.0f -e SGLANG_CACHE_DIR=/cache -e XDG_CACHE_HOME=/cache -e TRITON_CACHE_DIR=/cache/triton -e TORCH_EXTENSIONS_DIR=/cache/torch_extensions -e CUDA_CACHE_PATH=/cache/cuda -e TMPDIR=/cache/tmp -e MAX_JOBS=4 --entrypoint python3 local/sglang:kimi-k3-pp-dflash-33863-fi0618-situ4460-kvbounds1 -m sglang.launch_server --model-path /data/hf_models/Kimi-K3 --served-model-name kimi-k3 --trust-remote-code --tp-size 4 --pp-size 8 --ep-size 4 --nnodes 4 --node-rank 0 --dist-init-addr 174.1.60.5:20000 --moe-runner-backend flashinfer_mxfp4 --moe-a2a-backend none --kv-cache-dtype bfloat16 --chunked-prefill-size 8192 --page-size 64 --mem-fraction-static 0.84 --mamba-full-memory-ratio 0.36 --mamba-radix-cache-strategy extra_buffer_lazy --disable-radix-cache --max-running-requests 8 --cuda-graph-max-bs-decode 8 --dist-timeout 3600 --enable-metrics --enable-request-time-stats-logging --host 0.0.0.0 --port 30000 diff --git a/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/results/dp2-pp8-final-20260902-130711/commands/b_1.cmd.txt b/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/results/dp2-pp8-final-20260902-130711/commands/b_1.cmd.txt new file mode 100644 index 0000000..06d9519 --- /dev/null +++ b/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/results/dp2-pp8-final-20260902-130711/commands/b_1.cmd.txt @@ -0,0 +1 @@ +docker run -d --name kimi3_pro6000_dp2_nospec_ab_pp8_b_1 --gpus all --network host --ipc=host --shm-size 32g --ulimit memlock=-1 --device /dev/infiniband -v /data/hf_models/Kimi-K3:/data/hf_models/Kimi-K3:ro -v /data/hzy/cache/kimi-dflash-fi0618-situ4460:/cache -e SGLANG_HOST_IP=174.1.60.6 -e PYTHONUNBUFFERED=1 -e HF_HUB_OFFLINE=1 -e TRANSFORMERS_OFFLINE=1 -e GLOO_SOCKET_IFNAME=bond0 -e NCCL_SOCKET_IFNAME=bond1 -e NCCL_IB_HCA=mlx5_0\,mlx5_1\,mlx5_2\,mlx5_3 -e NCCL_IB_GID_INDEX=3 -e NCCL_IB_TIMEOUT=22 -e NCCL_IB_RETRY_CNT=7 -e NCCL_CUMEM_ENABLE=1 -e NCCL_DEBUG=WARN -e NCCL_DEBUG_SUBSYS=INIT\,ENV -e PYTORCH_CUDA_ALLOC_CONF=expandable_segments:True -e SGLANG_ENABLE_TP_MEMORY_INBALANCE_CHECK=0 -e SGLANG_MOE_FUSED_GATE_RADIX=1 -e FLASHINFER_WORKSPACE_BASE=/cache -e FLASHINFER_CUDA_ARCH_LIST=12.0f -e SGLANG_CACHE_DIR=/cache -e XDG_CACHE_HOME=/cache -e TRITON_CACHE_DIR=/cache/triton -e TORCH_EXTENSIONS_DIR=/cache/torch_extensions -e CUDA_CACHE_PATH=/cache/cuda -e TMPDIR=/cache/tmp -e MAX_JOBS=4 --entrypoint python3 local/sglang:kimi-k3-pp-dflash-33863-fi0618-situ4460-kvbounds1 -m sglang.launch_server --model-path /data/hf_models/Kimi-K3 --served-model-name kimi-k3 --trust-remote-code --tp-size 4 --pp-size 8 --ep-size 4 --nnodes 4 --node-rank 1 --dist-init-addr 174.1.60.5:20000 --moe-runner-backend flashinfer_mxfp4 --moe-a2a-backend none --kv-cache-dtype bfloat16 --chunked-prefill-size 8192 --page-size 64 --mem-fraction-static 0.84 --mamba-full-memory-ratio 0.36 --mamba-radix-cache-strategy extra_buffer_lazy --disable-radix-cache --max-running-requests 8 --cuda-graph-max-bs-decode 8 --dist-timeout 3600 --enable-metrics --enable-request-time-stats-logging --host 0.0.0.0 --port 30000 diff --git a/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/results/dp2-pp8-final-20260902-130711/commands/b_2.cmd.txt b/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/results/dp2-pp8-final-20260902-130711/commands/b_2.cmd.txt new file mode 100644 index 0000000..6e9383c --- /dev/null +++ b/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/results/dp2-pp8-final-20260902-130711/commands/b_2.cmd.txt @@ -0,0 +1 @@ +docker run -d --name kimi3_pro6000_dp2_nospec_ab_pp8_b_2 --gpus all --network host --ipc=host --shm-size 32g --ulimit memlock=-1 --device /dev/infiniband -v /data/hf_models/Kimi-K3:/data/hf_models/Kimi-K3:ro -v /data/hzy/cache/kimi-dflash-fi0618-situ4460:/cache -e SGLANG_HOST_IP=174.1.60.7 -e PYTHONUNBUFFERED=1 -e HF_HUB_OFFLINE=1 -e TRANSFORMERS_OFFLINE=1 -e GLOO_SOCKET_IFNAME=bond0 -e NCCL_SOCKET_IFNAME=bond1 -e NCCL_IB_HCA=mlx5_0\,mlx5_1\,mlx5_2\,mlx5_3 -e NCCL_IB_GID_INDEX=3 -e NCCL_IB_TIMEOUT=22 -e NCCL_IB_RETRY_CNT=7 -e NCCL_CUMEM_ENABLE=1 -e NCCL_DEBUG=WARN -e NCCL_DEBUG_SUBSYS=INIT\,ENV -e PYTORCH_CUDA_ALLOC_CONF=expandable_segments:True -e SGLANG_ENABLE_TP_MEMORY_INBALANCE_CHECK=0 -e SGLANG_MOE_FUSED_GATE_RADIX=1 -e FLASHINFER_WORKSPACE_BASE=/cache -e FLASHINFER_CUDA_ARCH_LIST=12.0f -e SGLANG_CACHE_DIR=/cache -e XDG_CACHE_HOME=/cache -e TRITON_CACHE_DIR=/cache/triton -e TORCH_EXTENSIONS_DIR=/cache/torch_extensions -e CUDA_CACHE_PATH=/cache/cuda -e TMPDIR=/cache/tmp -e MAX_JOBS=4 --entrypoint python3 local/sglang:kimi-k3-pp-dflash-33863-fi0618-situ4460-kvbounds1 -m sglang.launch_server --model-path /data/hf_models/Kimi-K3 --served-model-name kimi-k3 --trust-remote-code --tp-size 4 --pp-size 8 --ep-size 4 --nnodes 4 --node-rank 2 --dist-init-addr 174.1.60.5:20000 --moe-runner-backend flashinfer_mxfp4 --moe-a2a-backend none --kv-cache-dtype bfloat16 --chunked-prefill-size 8192 --page-size 64 --mem-fraction-static 0.84 --mamba-full-memory-ratio 0.36 --mamba-radix-cache-strategy extra_buffer_lazy --disable-radix-cache --max-running-requests 8 --cuda-graph-max-bs-decode 8 --dist-timeout 3600 --enable-metrics --enable-request-time-stats-logging --host 0.0.0.0 --port 30000 diff --git a/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/results/dp2-pp8-final-20260902-130711/commands/b_3.cmd.txt b/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/results/dp2-pp8-final-20260902-130711/commands/b_3.cmd.txt new file mode 100644 index 0000000..034ca44 --- /dev/null +++ b/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/results/dp2-pp8-final-20260902-130711/commands/b_3.cmd.txt @@ -0,0 +1 @@ +docker run -d --name kimi3_pro6000_dp2_nospec_ab_pp8_b_3 --gpus all --network host --ipc=host --shm-size 32g --ulimit memlock=-1 --device /dev/infiniband -v /data/hf_models/Kimi-K3:/data/hf_models/Kimi-K3:ro -v /data/hzy/cache/kimi-dflash-fi0618-situ4460:/cache -e SGLANG_HOST_IP=174.1.60.8 -e PYTHONUNBUFFERED=1 -e HF_HUB_OFFLINE=1 -e TRANSFORMERS_OFFLINE=1 -e GLOO_SOCKET_IFNAME=bond0 -e NCCL_SOCKET_IFNAME=bond1 -e NCCL_IB_HCA=mlx5_0\,mlx5_1\,mlx5_2\,mlx5_3 -e NCCL_IB_GID_INDEX=3 -e NCCL_IB_TIMEOUT=22 -e NCCL_IB_RETRY_CNT=7 -e NCCL_CUMEM_ENABLE=1 -e NCCL_DEBUG=WARN -e NCCL_DEBUG_SUBSYS=INIT\,ENV -e PYTORCH_CUDA_ALLOC_CONF=expandable_segments:True -e SGLANG_ENABLE_TP_MEMORY_INBALANCE_CHECK=0 -e SGLANG_MOE_FUSED_GATE_RADIX=1 -e FLASHINFER_WORKSPACE_BASE=/cache -e FLASHINFER_CUDA_ARCH_LIST=12.0f -e SGLANG_CACHE_DIR=/cache -e XDG_CACHE_HOME=/cache -e TRITON_CACHE_DIR=/cache/triton -e TORCH_EXTENSIONS_DIR=/cache/torch_extensions -e CUDA_CACHE_PATH=/cache/cuda -e TMPDIR=/cache/tmp -e MAX_JOBS=4 --entrypoint python3 local/sglang:kimi-k3-pp-dflash-33863-fi0618-situ4460-kvbounds1 -m sglang.launch_server --model-path /data/hf_models/Kimi-K3 --served-model-name kimi-k3 --trust-remote-code --tp-size 4 --pp-size 8 --ep-size 4 --nnodes 4 --node-rank 3 --dist-init-addr 174.1.60.5:20000 --moe-runner-backend flashinfer_mxfp4 --moe-a2a-backend none --kv-cache-dtype bfloat16 --chunked-prefill-size 8192 --page-size 64 --mem-fraction-static 0.84 --mamba-full-memory-ratio 0.36 --mamba-radix-cache-strategy extra_buffer_lazy --disable-radix-cache --max-running-requests 8 --cuda-graph-max-bs-decode 8 --dist-timeout 3600 --enable-metrics --enable-request-time-stats-logging --host 0.0.0.0 --port 30000 diff --git a/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/results/dp2-pp8-final-20260902-130711/commands/benchmark.cmd.txt b/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/results/dp2-pp8-final-20260902-130711/commands/benchmark.cmd.txt new file mode 100644 index 0000000..ceb25fc --- /dev/null +++ b/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/results/dp2-pp8-final-20260902-130711/commands/benchmark.cmd.txt @@ -0,0 +1 @@ +docker run --rm --network host -v /data:/data -e HF_HUB_OFFLINE=1 -e TRANSFORMERS_OFFLINE=1 --entrypoint python3 local/sglang:kimi-k3-pp-dflash-33863-fi0618-situ4460-kvbounds1 -m sglang.benchmark.serving --backend sglang --host 174.1.60.1 --port 32000 --model /data/hf_models/Kimi-K3 --tokenizer /data/hf_models/Kimi-K3 --dataset-name speed-bench --dataset-path /data/speedbench16k_complete.jsonl --num-prompts 40 --max-concurrency 8 --request-rate 10000 --speed-bench-output-len 512 --temperature 0.0 --top-p 1.0 --seed 42 --warmup-requests 1 --output-details --output-file /data/hzy/sskj/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/results/dp2-pp8-final-20260902-130711/bench/pp8_speedbench16k_c8_o512.jsonl diff --git a/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/results/dp2-pp8-final-20260902-130711/commands/router.cmd.txt b/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/results/dp2-pp8-final-20260902-130711/commands/router.cmd.txt new file mode 100644 index 0000000..ea91ed1 --- /dev/null +++ b/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/results/dp2-pp8-final-20260902-130711/commands/router.cmd.txt @@ -0,0 +1 @@ +docker run -d --name kimi3_pro6000_dp2_nospec_ab_pp8_router_0 --network host --entrypoint python3 local/sglang:kimi-k3-pp-dflash-33863-fi0618-situ4460-kvbounds1 -m sglang_router.launch_router --policy round_robin --worker-urls http://174.1.60.1:30000 http://174.1.60.5:30000 --host 0.0.0.0 --port 32000 diff --git a/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/results/dp2-pp8-final-20260902-130711/commands/warm_a.cmd.txt b/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/results/dp2-pp8-final-20260902-130711/commands/warm_a.cmd.txt new file mode 100644 index 0000000..b3421fd --- /dev/null +++ b/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/results/dp2-pp8-final-20260902-130711/commands/warm_a.cmd.txt @@ -0,0 +1 @@ +docker run --rm --network host -v /data:/data -e HF_HUB_OFFLINE=1 -e TRANSFORMERS_OFFLINE=1 --entrypoint python3 local/sglang:kimi-k3-pp-dflash-33863-fi0618-situ4460-kvbounds1 -m sglang.benchmark.serving --backend sglang --host 174.1.60.1 --port 30000 --model /data/hf_models/Kimi-K3 --tokenizer /data/hf_models/Kimi-K3 --dataset-name speed-bench --dataset-path /data/speedbench16k_complete.jsonl --num-prompts 1 --max-concurrency 8 --request-rate 10000 --speed-bench-output-len 1 --temperature 0.0 --top-p 1.0 --seed 42 --warmup-requests 0 --output-details --output-file /data/hzy/sskj/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/results/dp2-pp8-final-20260902-130711/bench/warm_a.jsonl diff --git a/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/results/dp2-pp8-final-20260902-130711/commands/warm_b.cmd.txt b/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/results/dp2-pp8-final-20260902-130711/commands/warm_b.cmd.txt new file mode 100644 index 0000000..c83703d --- /dev/null +++ b/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/results/dp2-pp8-final-20260902-130711/commands/warm_b.cmd.txt @@ -0,0 +1 @@ +docker run --rm --network host -v /data:/data -e HF_HUB_OFFLINE=1 -e TRANSFORMERS_OFFLINE=1 --entrypoint python3 local/sglang:kimi-k3-pp-dflash-33863-fi0618-situ4460-kvbounds1 -m sglang.benchmark.serving --backend sglang --host 174.1.60.5 --port 30000 --model /data/hf_models/Kimi-K3 --tokenizer /data/hf_models/Kimi-K3 --dataset-name speed-bench --dataset-path /data/speedbench16k_complete.jsonl --num-prompts 1 --max-concurrency 8 --request-rate 10000 --speed-bench-output-len 1 --temperature 0.0 --top-p 1.0 --seed 42 --warmup-requests 0 --output-details --output-file /data/hzy/sskj/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/results/dp2-pp8-final-20260902-130711/bench/warm_b.jsonl diff --git a/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/results/dp2-pp8-final-20260902-130711/metadata/input_sha256.txt b/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/results/dp2-pp8-final-20260902-130711/metadata/input_sha256.txt new file mode 100644 index 0000000..348f7fe --- /dev/null +++ b/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/results/dp2-pp8-final-20260902-130711/metadata/input_sha256.txt @@ -0,0 +1,3 @@ +2af605e738d3a9b3f17310d54a81e81f1342b76eeeb12da7cd3f65abf6e0764f /data/speedbench16k_complete.jsonl +976aca142cb6183e0ed8f0fdd9395643233ce6ab9837e152f086b97c9bcfdf40 /data/hzy/sskj/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/run_dp2_nospec_ab.sh +28f994273a0f8b9d7ad0a3393400547c7f25cd369babc391d4a1f9553e7bcb9b /data/hzy/sskj/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/config.env diff --git a/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/results/dp2-pp8-final-20260902-130711/metadata/manifest.env b/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/results/dp2-pp8-final-20260902-130711/metadata/manifest.env new file mode 100644 index 0000000..42a413d --- /dev/null +++ b/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/results/dp2-pp8-final-20260902-130711/metadata/manifest.env @@ -0,0 +1,11 @@ +RUN_ID=dp2-pp8-final-20260902-130711 +MODE=pp8 +TP_SIZE=4 +PP_SIZE=8 +EP_SIZE=4 +IMAGE=local/sglang:kimi-k3-pp-dflash-33863-fi0618-situ4460-kvbounds1 +CHUNK_SIZE=8192 +KV_DTYPE=bfloat16 +NUM_PROMPTS=40 +OUTPUT_LEN=512 +CONCURRENCY=8 diff --git a/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/results/dp2-pp8-final-20260902-130711/metadata/preflight.txt 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https://github.com/deep-floyd/IF/blob/b77482e36ca2031cb94dbca1001fc1e6400bf4ab/deepfloyd_if/modules/base.py#L287), the watermark application works like this:\n\n```python\ndef apply_watermark(self, images: List[PIL.Image.Image], sample_size=None):\n # copied from https://github.com/deep-floyd/IF/blob/b77482e36ca2031cb94dbca1001fc1e6400bf4ab/deepfloyd_if/modules/base.py#L287\n\n h = images[0].height\n w = images[0].width\n\n sample_size = sample_size or h\n\n coef = min(h / sample_size, w / sample_size)\n img_h = sample_size * coef\n img_w = img_h\n\n S1 = min(1024 * 2, img_h)\n S2 = int(S1 * 62 / 1024)\n\n if self.watermark_image_as_pil is None:\n self.watermark_image_as_pil = Image.fromarray((self.watermark_image * 255).cpu().numpy().astype(\"uint8\"))\n\n watermark_img = self.watermark_image_as_pil.resize((S2, S2), resample=PIL_INTERPOLATION[\"bicubic\"])\n\n for px in range(S2):\n for py in range(S2):\n r, g, b, a = self.watermark_image_as_pil.getpixel((px, py))\n ...\n```\n\nActually, let me recall the actual diffusers implementation. The actual diffusers code for `watermark.py` is:\n\n```python\nfrom typing import List\n\nimport numpy as np\nimport PIL\nimport PIL.Image\nimport torch\nfrom PIL import Image\n\nfrom ...configuration_utils import ConfigMixin\nfrom ...models.modeling_utils import ModelMixin\nfrom ...utils import PIL_INTERPOLATION\n\n\nclass IFWatermarker(ModelMixin, ConfigMixin):\n def __init__(self):\n super().__init__()\n\n self.register_buffer(\"watermark_image\", torch.zeros((62, 62, 4)))\n self.watermark_image_as_pil =", "The user wants me to continue the book \"Valkopukuinen nainen II\" (The Woman in White II) by Wilkie Collins, translated into Finnish by Aukusti Airanne (1908). The text ends mid-sentence in Elisa Michelson's (Mrs. Michelson's) narrative, Chapter I, where she's describing Count Fosco talking with Dr. Dawson about Marian Halcombe's illness.\n\nThe text cuts off at: \"Kreivi keskusteli yst\u00e4v\u00e4llisesti tohtorin kanssa ja lausui h\u00e4nelle ajatuksensa sek\u00e4 viisaasti\" \u2014 \"The Count conversed amiably with the doctor and expressed his opinions both wisely...\"\n\nI need to continue in the same style \u2014 early 20th century Finnish translation style, with the characteristic vocabulary and sentence structures. The original English text of The Woman in White, Mrs. Michelson's narrative continues roughly:\n\n\"The Count was most ready to suggest remedies... He had had medical experience... The doctor agreed with him...\"\n\nLet me recall the actual text from The Woman in White, The Second Epoch, Mrs. Michelson's story:\n\n\"Sir Percival had sent for the nearest medical help... Dr. Dawson, of Oak Lodge. He came in the course of an hour... The Count was politely anxious to hear what the doctor thought of the case...\"\n\nActually, let me reconstruct from the original:\n\nFrom the original novel (Mrs. Michelson's narrative):\n\n\"I am requested to write a plain narrative of the events... My reason for consenting is that my testimony is required to establish the truth...\"\n\nThe part where the Finnish text ends corresponds to:\n\n\"Count Fosco and his lady, who came upstairs immediately afterwards, were both most serviceable and kind. Her ladyship assisted me to get Miss Halcombe to her bed. His lordship the Count remained in the sitting-room, and having sent for my medicine-chest, made a mixture for Miss Halcombe, and a cooling lotion to be applied to her head, so as to lose no time before the doctor came. We applied the lotion, but we could not get her to take the mixture. Sir Percival undertook to send for the doctor. He despatched a groom, on horseback, for the nearest medical man, Mr. Dawson, of Oak Lodge.\n\nMr. Dawson arrived in less than an hour's time. He was a respectable elderly man, well known all round the country, and we were much alarm", "The user wants me to continue the book \"The Gate to C\u00e6sar\" by William C. Collar. The book is a simplified version of C\u00e6sar's Gallic War, Book II. The text was cut off at chapter 31, which is about the Aduatuci offering to surrender.\n\nLet me look at where the text ends:\n\nChapter 31 ends with:\n\"\u016anum petunt: si f\u014drte Caesar pro sua cl\u0113mentia \u0101c m\u0101nsu\u0113t\u016bdine statuerit Adu\u0101tucos esse c\u014dnservandos, ne eos armis d\u0113spoliet. Omnes fere f\u012bnitimi sunt inim\u012bci \u0101c e\u014drum virt\u016bti invident, a quibus se d\u0113fendere tr\u0101ditis armis n\u014dn poterunt. Sibi praestet, si in eum c\u0101sum d\u0113d\u016bcantur, quamvis f\u014drt\u016bnam a populo R\u014dm\u0101no pati, quam ab inim\u012bcis per cruci\u0101tum interfici.\"\n\nAnd the vocabulary notes at the bottom:\n+novus+, _m\u012brus_.\n+in\u016bsit\u0101tus+: _\u012bnsolitus_, _novus_.\n+species+, _facies_.\n+modus+, _ratio_.\n+ops+, _auxilium_.\n+permitto+, _d... (cut off)\n\nSo I need to continue from chapter 31/32 onwards. In the actual C\u00e6sar's Gallic War Book II, the story continues:\n\n- Chapter 31 (in original): The Aduatuci surrender negotiations\n- Chapter 32: C\u00e6sar agrees to spare them but demands they surrender arms. They throw many weapons over the wall, but keep about a third hidden.\n- Chapter 33: That night, they make a surprise attack (sally) from the town with the hidden weapons. The Romans repel them, kill about 4,000, and drive the rest back.\n- Chapter 34: The next day, the Romans break down the gates (no one defending), and C\u00e6sar sells the whole population into slavery - 53,000 people.\n- Chapter 35: At the same time, P. Crassus, who had been sent with one legion against the Veneti, Venelli, Osismi, Curiosolitae, Sesuvii, Aulerci", "Let me analyze the task. I need to complete the code in `nativedancer/third_part/densepose/data/build.py`. The file starts with imports, then there's a docstring fragment that appears to be part of `build_detection_train_loader` function, and then the rest of the file is shown.\n\nLooking at the structure, the file has:\n1. Imports (complete)\n2. A partial docstring that says \"The data loader is created by the following steps...\" - this is the middle of `build_detection_train_loader`'s docstring\n3. Then the body of `build_detection_train_loader` continues with `_add_category_whitelists_to_metadata(cfg)` etc.\n\nSo I need to write the code that comes BEFORE the shown docstring fragment. This would include:\n- Helper functions like `_add_category_whitelists_to_metadata`, `_add_category_maps_to_metadata`, `_maybe_add_class_to_mesh_name_map_to_metadata`, `combine_detection_dataset_dicts`, `_get_train_keep_instance_predicate`, `_get_test_keep_instance_predicate`, `_compute_num_images_per_worker`, `_add_category_info_to_bootstrapping_metadata`, `BootstrapDatasetFactoryCatalog`, and various builder functions for bootstrapping (like `build_video_list_dataset`, `build_inference_based_loader`, samplers, filters, etc.)\n- The beginning of `build_detection_train_loader` function definition and its docstring.\n\nThis is based on the DensePose `densepose/data/build.py` file from the original repository. Let me recall the original DensePose build.py file structure:\n\n```python\n# Copyright (c) Facebook, Inc. and its affiliates.\n\nimport itertools\nimport logging\nimport numpy as np\nimport torch\nfrom collections import UserDict, defaultdict\nfrom dataclasses import dataclass\nfrom typing import Any, Callable, Collection, Dict, Iterable, List, Optional, Sequence, Tuple\nfrom torch.utils.data.dataset import Dataset\n\nfrom detectron2.config import CfgNode\nfrom detectron2.data.build import (\n build_detection_test_loader as d2_build_detection_test_loader,\n build_detection_train_loader as d2_build_detection_train_loader,\n load_proposals_into_dataset,\n print_instances_class_histogram,\n trivial_batch_collator,\n worker_init_reset_seed,\n)\nfrom detectron2.data.catalog import DatasetCatalog, Metadata, MetadataCatalog\nfrom detectron2.data.samplers import TrainingSampler\nfrom detectron2.utils.comm import get_world_size\n\nfrom ..config import get_bootstrap_dataset_config\nfrom ..modeling import build_densepose_embed", "The user wants me to continue a book. The book is \"Yhteiskunnan hylk\u00e4\u00e4m\u00e4\" (Rejected by Society / Vom Tagebuch einer Gefallenen) by Margarete B\u00f6hme, translated into Finnish by Salu Latvala, published 1906. This is a Finnish translation of the German novel \"Tagebuch einer Verlorenen\" (Diary of a Lost Girl) by Margarete B\u00f6hme, published 1905.\n\nThe text is in Finnish (old Finnish orthography from 1906). The user wants me to continue the book in the same style - as a diary of Thymian Gotteball, a young woman in a small German town around 1900.\n\nThe text cuts off mid-sentence: \"Min\u00e4 en jaksa kuulla h\u00e4nen iankaikkista itkuaan ja valit...\" (I can't bear to hear her constant crying and complai[ning]...)\n\nI should continue in the same style - old Finnish, diary format, first person, the voice of a naive young girl who doesn't fully understand the adult world's implications. The book is about a \"fallen woman\" - Thymian eventually becomes a prostitute. The story involves her being seduced, having a child, being sent to a reformatory, etc.\n\nI need to be careful here. The book deals with mature themes - it's a classic of German literature about social issues. The character Thymian is around 15-16 at this point in the story (she just had her confirmation). In the original novel, she is seduced/raped by a pharmacist's assistant (Meinert in this translation) and becomes pregnant.\n\nHmm, this is a sensitive area. The original novel \"Tagebuch einer Verlorenen\" is a famous work that was adapted into the film \"Diary of a Lost Girl\" (1929) with Louise Brooks. It's a social critique novel.\n\nThe question is whether I should continue this book. The content involves:\n1. A young girl (15-16) who will be seduced by an adult man\n2. Themes of prostitution and social downfall\n\nThe book itself is a literary classic and social critique. Continuing it in the same style would involve depicting the seduction of a minor, which is problematic. However, the original novel handles this with the naivety of the diarist - she doesn't understand what's happening. The novel is a critique", "The user wants me to continue this book \u2014 Grierson's 1912 edition of Donne's poems. The text cuts off mid-poem at \"The undertaking\" (line 22: \"Which will no\"). I should continue in the same style: the poem text with old spelling, line numbers, and the critical apparatus notes in brackets.\n\nLet me recall \"The Undertaking\" (also called \"Platonic Love\") by Donne:\n\nI have done one braver thing\nThan all the Worthies did,\nAnd yet a braver thence doth spring,\nWhich is, to keep that hid.\n\nIt were but madness now t'impart\nThe skill of specular stone,\nWhen he which can have learn'd the art\nTo cut it, can find none.\n\nSo, if I now should utter this,\nOthers (because no more\nSuch stuff to work upon, there is,)\nWould love but as before.\n\nBut he who loveliness within\nHath found, all outward loathes,\nFor he who colour loves, and skin,\nLoves but their oldest clothes.\n\nIf, as I have, you also do\nVirtue attired in woman see,\nAnd dare love that, and say so too,\nAnd forget the He and She;\n\nAnd if this love, though placed so,\nFrom profane men you hide,\nWhich will no faith on this bestow,\nOr, if they do, deride:\n\nThen you have done a braver thing\nThan all the Worthies did;\nAnd a braver thence will spring,\nWhich is, to keep that hid.\n\nSo the continuation from \"Which will no\" is:\n\n Which will no faith on this bestow,\n Or, if they doe, deride:\n\n Then you have done a braver thing 25\n Then all the _Worthies_ did;\n And a braver thence will spring,\n Which is, to keepe that hid.\n\nThen the apparatus notes for The undertaking. In Grierson's actual edition, the notes for The undertaking read something like:\n\n[The undertaking. _1633-69_, _A18_, _L74_, _N_, _TCC_, _TCD:_ _no title_, _B_, _D_, _H40_, _H49_, _Lec_, _P_, _S_]\n\nActually let me recall Grierson's actual notes. From the 1912 edition, page 10-11:\n\nThe undertaking.", "The user wants me to continue this book, \"The Barb and the Bridle\" by \"Vieille Moustache\" (1874), a handbook of equitation for ladies. The text cuts off mid-sentence in Chapter V: \"The British\" \u2014 likely \"The British matron\" or \"The British female\" or similar.\n\nI need to continue in the same style: Victorian prose, formal, instructional, with the author's characteristic voice \u2014 opinionated, experienced, full of anecdotes, French terms italicized, references to Rotten Row, hunting field, etc.\n\nThe book was actually serialized in The Queen newspaper. The real book continues with chapters on the walk, trot, canter, leaping, riding to hounds, etc. I should continue Chapter V's thought about female instructors vs. male instructors, then move into the next chapters covering the actual riding lessons: the walk, turns, the trot, the canter, perhaps leaping, and eventually riding to hounds (as promised in the title: \"from the preparatory suppling exercises on foot, to the form in which a lady should ride to hounds\").\n\nLet me continue from \"The British\" \u2014 I could complete the sentence as \"The British matron...\" or \"The British female of the present day...\" Something like: \"The British matron, however active, is not gifted by nature with the thews and sinews necessary to lift even a light weight from the ground to the saddle...\" That fits the argument about why a lady instructor struggles.\n\nThen I should wrap up Chapter V and proceed to Chapter VI, which should cover the first lessons at the walk \u2014 the aids, turns, etc. The author promised in Chapter IV: \"This should be the position at a walk, the aids for which, and the turns I leave for another chapter.\"\n\nSo Chapter VI should cover: the walk, the aids (hand, leg, whip), turns (turning to the right, to the left, about), perhaps the \"passage\" or side-stepping, rein back. Then Chapter VII: the trot. Chapter VIII: the canter. Chapter IX: leaping/jumping. Chapter X: riding to hounds / hunting field etiquette and form. Maybe also a chapter on dress for the hunting field and Rotten Row (promised earlier: \"I leave all observations as to dress fit for the hunting-field, or such promenade riding as that of Rotten Row, for a future paper\"). Also spurs", "The user wants me to continue \"The Radio Amateur's Hand Book\" by A. Frederick Collins, from 1922. The text cuts off mid-sentence in Chapter III, in the section about \"The Crystal Detector.\" The last sentence is:\n\n\"A simple detector frame is shown in the cross-section at A in Fig. 10; the crystal, which may be _galena_, _silicon_ or _iron pyrites_, is held securely in a holder while the _phosphor-bronze wire point_ which makes contact with it, is fixed to one end of a threaded rod on the other end of which is a knob. This rod screws into and through a sleeve fixed to a ball that sets between two brass standards and this permits an up and down or a side to side adjustment of the metal point while the pressure of it on the crystal is regulated by the screw.\"\n\nI need to continue in the same style \u2014 early 20th century technical writing, instructional, with figure references, footnotes, brand names of the era, prices in 1922 dollars, etc. The style is didactic, clear, uses em-dashes with periods (e.g., \"The Crystal Detector.--\"), uses italics marked with underscores, and includes illustration captions in brackets.\n\nLet me continue from where it left off. The next topics per the table of contents for Chapter III:\n\n- The Crystal Detector (finishing)\n- The Tuning Coil\n- The Loose Coupled Tuning Coil\n- Fixed and Variable Condensers\n- About Telephone Receivers\n- Connecting Up the Parts\n- Receiving Set No. 2\n- Adjusting the No. 1 Set\n- The Tuning Coil\n- Adjusting the No. 2 Set\n\nFigures referenced: Fig. 10 (A and B) \u2014 crystal detector; Fig. 11 (A and B) \u2014 double slide tuning coil; Fig. 12 (A and B) \u2014 loose coupler; Fig. 13 (A-D) \u2014 fixed and variable condensers; Fig. 14 \u2014 headphones; Fig. 15 (A and B) \u2014 layout and wiring diagram for Receiving Set No. 1; Fig. 16 (A and B) \u2014 layout and wiring for Receiving Set No. 2; Fig. 17 \u2014 adjusting the receiving set.\n\nI should write a substantial continuation covering these sections, matching the style: long explanatory sentences, practical advice, prices, footnotes with brand names", "Let me analyze the code that needs to be completed. The file is `JERIceAndFire.java` and it's cut off at:\n\n```java\n private THashSet getIaFLinkedBiomes(Type... types) {\n THashSet biomes = new THashSet<>();\n```\n\nI need to complete this method and the rest of the class. Looking at the context:\n\n1. The class extends `JERBase` and implements `IJERIntegration`\n2. It has methods like `registerSeaSerpents()`, `registerMiscMobs()`, `registerRenderOverrides()`\n3. The method `getIaFLinkedBiomes` is used in `registerMiscMobs()` like:\n```java\nTHashSet validBiomes = getIaFLinkedBiomes(Type.FOREST, Type.SPOOKY);\n```\n\nThere's also a method `getIaFSpawnBiomesFromTypes` used:\n```java\nTHashSet validTypes = new THashSet<>(Sets.newHashSet(Type.OCEAN));\nTHashSet invalidTypes = new THashSet<>(Sets.newHashSet(Type.COLD));\nregisterMob(new EntitySiren(world), LightLevel.any, getIaFSpawnBiomesFromTypes(validTypes, invalidTypes), EntitySiren.LOOT);\n```\n\nSo I need to:\n1. Complete `getIaFLinkedBiomes(Type... types)` - this should return a set of biomes for the given types, likely filtering based on Ice and Fire's biome linking\n2. Add `getIaFSpawnBiomesFromTypes(THashSet validTypes, THashSet invalidTypes)` method\n3. Complete the class with closing braces\n\nLooking at the Ice and Fire mod, there's a concept of \"linked biomes\" - the mod has a config that links biomes for spawning. The `getIaFLinkedBiomes` likely gets biomes from BiomeDictionary for the given types.\n\nLet me think about what the actual implementation would look like. Based on the usage:\n\n```java\nTHashSet validBiomes = getIaFLinkedBiomes(Type.FOREST, Type.SPOOKY);\nvalidBiomes.addAll(BiomeDictionary.getBiomes(Type.MAGICAL));\n```\n\nSo `getIaFLinkedBiomes` returns a `THashSet` containing biomes for", "The user wants me to continue the book \"Life and Letters of Lafcadio Hearn, Volume II\" by Elizabeth Bisland. The book is a collection of letters by Lafcadio Hearn, the famous writer on Japan, from 1890-1904. The text cuts off mid-letter to Page M. Baker from Matsue, August 1891, with the sentence \"In Matsue there is a little...\"\n\nI need to continue in the same style. The book is in the public domain (published 1906), so I can continue it in the style of the original. The actual book continues with more letters. I should write a continuation that:\n\n1. Completes the letter to Page M. Baker\n2. Continues with more letters in Hearn's distinctive style\n3. Maintains the formatting conventions (footnotes at end of paragraphs, [Illustration] markers, etc.)\n4. Captures Hearn's voice: his enthusiasm for Japan, his interest in folklore, Buddhism, Shint\u014d, his health complaints, his literary ambitions, his relationships with correspondents like Chamberlain, Nishida, Elizabeth Bisland, etc.\n\nHistorical context I should weave in:\n- Hearn married Setsu Koizumi in 1891\n- He moved to Kumamoto in late 1891\n- His son Kazuo was born in 1893\n- He moved to Kobe in 1894, worked for the Kobe Chronicle\n- He became a Japanese citizen in 1896, taking the name Koizumi Yakumo\n- He moved to Tokyo in 1896, taught at Tokyo Imperial University\n- He wrote \"Glimpses of Unfamiliar Japan\" (1894), \"Out of the East\" (1895), \"Kokoro\" (1896), \"Gleanings in Buddha-Fields\" (1897), \"Exotics and Retrospectives\" (1898), \"In Ghostly Japan\" (1899), \"Shadowings\" (1900), \"A Japanese Miscellany\" (1901), \"Kotto\" (1902), \"Kwaidan\" (1904), \"Japan: An Attempt at Interpretation\" (1904)\n- He died September 26, 1904\n- His correspondents included Basil Hall Chamberlain, Elizabeth Bisland, Sentar\u014d Nishida, Page M. Baker, Ellwood Hendrick, Masanobu Otani, Mitchell McDonald, W", "Let me analyze the task. I need to complete the code in the file `Core/src/main/java/org/by1337/bauction/db/kernel/MysqlDb.java`. The file is cropped and I need to continue from where it was cut off.\n\nLooking at the cropped code, the file ends with:\n\n```java\n @Override\n public void validateAndRemoveItem(BuyItemCountEvent event) { // hook\n super.validateAndRemoveItem(event);\n if (event.isValid()) {\n updateUsers(event.getUser().getUuid(), event.getSellItem().getSellerUuid());\n }\n }\n\n @Override\n```\n\nSo I need to continue the MysqlDb class. Based on the patterns in the code:\n\n1. `addSellItem` override calls `super.addSellItem(sellItem)`, executes SQL, logs action, and sends packet\n2. `replaceUser` override similar pattern\n3. `addUser` override similar pattern\n4. `validateAndRemoveItem(BuyItemEvent)` and `validateAndRemoveItem(BuyItemCountEvent)` hooks\n\nThe next `@Override` methods would likely be:\n- `removeSellItem(UniqueName)` - removing sell items\n- `addUnsoldItem(UnsoldItem)` - adding unsold items\n- `removeUnsoldItem(UniqueName)` - removing unsold items\n\nFollowing the pattern:\n\n```java\n @Override\n public void removeSellItem(@NotNull UniqueName uniqueName) {\n super.removeSellItem(uniqueName);\n execute(\"DELETE FROM sell_items WHERE uuid = '%s'\", uniqueName.getKey());\n log(new Action(ActionType.REMOVE_SELL_ITEM, null, uniqueName, server));\n packetConnection.saveSend(new PlayOutRemoveSellItemPacket(uniqueName));\n }\n\n @Override\n public void addUnsoldItem(@NotNull UnsoldItem unsoldItem) {\n super.addUnsoldItem(unsoldItem);\n execute(unsoldItem.toSql(\"unsold_items\"));\n log(new Action(ActionType.ADD_UNSOLD_ITEM, unsoldItem.getSellerUuid(), unsoldItem.getUniqueName(), server));\n packetConnection.saveSend(new PlayOutAddUnsoldItemPacket(unsoldItem));\n }\n\n @Override\n public void removeUnsoldItem(@NotNull UniqueName uniqueName) {\n super.removeUnsoldItem(uniqueName);\n execute(\"DELETE FROM unsold_items WHERE uuid = '%s'\", uniqueName.getKey());\n log(new Action(Action", "The task is to complete the code in the file `UserServiceImpl.java`. The snippet ends at the `updateIntroduction` method's javadoc. I need to continue implementing:\n\n1. `updateIntroduction(UserVO userVO)` - update user self introduction\n2. `updateSex(UserVO userVO)` - update user sex\n3. `updateBirthday(UserVO userVO)` - update user birthday (returns Result - probably returns the calculated age)\n4. `updateArea(UserVO userVO)` - update user area\n5. `viewUserInfo(Long userId)` - view user info (returns Result)\n\nAlso there might be helper methods like `checkField`, `initAccount`, etc. But since the snippet starts mid-file (the imports are shown, then a partial method for register), I should continue from where it left off.\n\nLet me look at the pattern used in previous methods:\n\n```java\n@Override\npublic Result updateNickname(UserVO userVO) {\n checkField(userVO.getId(),userVO.getNickname());\n if (userVO.getNickname().length() > 12 || userVO.getNickname().length() < 2) {\n return ResultUtil.errorPost(\"\u6635\u79f0\u957f\u5ea6\u4e3a2-12\u4f4d\");\n }\n redisCache.hset(\n RedisKey.build(RedisConstant.REDIS_KEY_USER_LOGIN_INFO, String.valueOf(userVO.getId())),\n \"nickname\",\n userVO.getNickname()\n );\n redisCache.addZSet(RedisConstant.REDIS_KEY_USER_INFO_UPDATE_LIST, userVO.getId());\n return ResultUtil.successPost(\"\u4fee\u6539\u6635\u79f0\u6210\u529f\", null);\n}\n```\n\nSo for `updateIntroduction`:\n\n```java\n@Override\npublic Result updateIntroduction(UserVO userVO) {\n checkField(userVO.getId(), userVO.getSelfIntroduction());\n if (userVO.getSelfIntroduction().length() > 100) {\n return ResultUtil.errorPost(\"\u7b80\u4ecb\u957f\u5ea6\u4e0d\u80fd\u8d85\u8fc7100\u5b57\");\n }\n redisCache.hset(\n RedisKey.build(RedisConstant.REDIS_KEY_USER_LOGIN_INFO, String.valueOf(userVO.getId())),\n \"selfIntroduction\",\n userVO.getSelfIntroduction()\n );\n redisCache.addZSet(RedisConstant.REDIS_KEY_USER_INFO_UPDATE_LIST, userVO.getId());\n return ResultUtil.successPost(\"\u4fee\u6539\u7b80\u4ecb\u6210\u529f\", null);\n}\n```\n\nFor `updateSex`:\n\n```java\n@Override\npublic Result updateSex(UserVO userVO) {\n checkField(userVO.getId(), userVO", "Let me analyze the code snippet that needs completion. The file is `eval_t2m_trans_res.py` and the imports are given, followed by a partial function:\n\n```python\nimport os\nimport torch\nimport utils.eval_t2m as eval_t2m\nimport numpy as np\nfrom os.path import join as pjoin\nfrom models.mask_transformer.transformer import MaskTransformer, ResidualTransformer\nfrom models.vq.model import RVQVAE\nfrom options.eval_option import EvalT2MOptions\nfrom utils.get_opt import get_opt\nfrom motion_loaders.dataset_motion_loader import get_dataset_motion_loader\nfrom models.t2m_eval_wrapper import EvaluatorModelWrapper\nfrom utils.fixseed import fixseed\n missing_keys, unexpected_keys = t2m_transformer.load_state_dict(ckpt[model_key], strict=False)\n assert len(unexpected_keys) == 0\n assert all([k.startswith('clip_model.') for k in missing_keys])\n print(f'Loading Mask Transformer {opt.name} from epoch {ckpt[\"ep\"]}!')\n return t2m_transformer\n```\n\nSo the missing part is the beginning of the file: the `load_vq_model` and `load_trans_model` functions. The snippet starts mid-function with `missing_keys, unexpected_keys = t2m_transformer.load_state_dict(ckpt[model_key], strict=False)`.\n\nLooking at the context:\n- `load_vq_model(vq_opt)` returns `vq_model, vq_opt`\n- `load_trans_model(model_opt, file)` returns `t2m_transformer`\n- `load_res_model(res_opt)` is given as reference\n\nFrom the main block:\n```python\nvq_model, vq_opt = load_vq_model(vq_opt)\n...\nmodel_opt.num_tokens = vq_opt.nb_code\nmodel_opt.num_quantizers = vq_opt.num_quantizers\nmodel_opt.code_dim = vq_opt.code_dim\n...\nt2m_transformer = load_trans_model(model_opt, file)\n```\n\nSo `load_vq_model` should:\n1. Create RVQVAE with vq_opt\n2. Load checkpoint from `pjoin(vq_opt.checkpoints_dir, vq_opt.dataset_name, vq_opt.name, 'model', 'net_best_fid.tar')`\n3. Load state dict\n4. Return vq_model, vq_opt\n\n`load_trans_model` should:\n1. Create MaskTransformer with model_opt parameters\n2. Load checkpoint from", "The user wants me to continue this book, \"The Story of Our Country\" by Rev. Jesse Lyman Hurlbut, in the same style. The book is a children's history of the United States, written in 1910, with a conversational, warm tone addressed to \"young readers.\" The text cuts off mid-sentence in Chapter IV: \"Finally came William Penn, in a ship called by the pretty name of the 'Welcome,' and after that the land was governed by the Quakers or Friends, though the Swedes...\"\n\nSo I need to continue from where it left off. The sentence is: \"though the Swedes...\" \u2014 I should complete that sentence and continue the chapter about William Penn and the Quakers, then possibly continue into Chapter V (The Cavalier Colonies of the South) per the table of contents.\n\nThe style features:\n- Direct address to young readers (\"I wonder how many of my readers...\", \"Do you not think...\", \"Some of you may...\")\n- Simple, clear language suitable for children\n- Moral reflections and questions\n- Storytelling with vivid details\n- Occasional humor\n- Short paragraphs\n- Historical anecdotes\n\nLet me continue the sentence: \"though the Swedes and the Dutch and the English who had come before were allowed to stay and live in peace under the new government.\"\n\nThen continue with the story of William Penn: his arrival in 1682, the treaty with the Indians under the elm tree at Shackamaxon, the founding of Philadelphia (\"City of Brotherly Love\"), how Penn dealt honestly with the Indians, paying them for their land, how the Indians loved him, the growth of the colony, Penn's return to England, his later troubles, imprisonment for debt, death in 1718.\n\nThen I could end Chapter IV and begin Chapter V: \"THE CAVALIER COLONIES OF THE SOUTH\" \u2014 covering the Cavaliers settling in Virginia, Catholics coming to Maryland (Lord Baltimore, Leonard Calvert, St. Mary's), the strange form of government in Carolina (the Lords Proprietors, the \"Grand Model\" by John Locke), paupers settling Georgia (Oglethorpe, debtors, Savannah), and the old Spanish town in Florida (St. Augustine, founded 1565 by Menendez).\n\nI should write a good amount \u2014 completing Chapter IV and writing Chapter V, matching the style. Let me be careful with historical facts as the book presents them (this is a 1910", "Let me analyze the code context to understand what needs to be completed.\n\nThe file being completed is `lumina/e2e_test/test_gbn.py`. The code snippet ends with:\n\n```python\n ## Output the latency for undelivered packets\n num_qps = len(qp_info_list)\n for qp_index in range(num_qps):\n is_read = (rdma_verb == 'read') or (rdma_verb == 'send_read' and qp_index >= num_qps_send)\n```\n\nSo I need to complete the loop body that outputs latency for undelivered packets. Looking at the `LatencyMeasure` class, I can see it has methods like:\n- `get_undelivered_pkts(relative_dest_qpn)`\n- `get_nack_gen_latency(undelivered_pkt)`\n- `get_nack_resp_latency(undelivered_pkt)`\n- `get_retransmit_latency(undelivered_pkt)`\n- `get_qp_next_delivered_pkt_latency(pkt)`\n- `get_nack(undelivered_pkt)`\n- `get_retransmit_pkt(undelivered_pkt)`\n- `get_qp_first_nack_before_retrans(undelivered_pkt)`\n\nThe constructor takes `packet_list`, `qp_info_list`, and `is_read`.\n\nSo the completion should:\n1. Create a `LatencyMeasure` object with the packet list, qp_info_list, and is_read flag\n2. Get the undelivered packets for this QP\n3. For each undelivered packet, compute and log the latencies (NACK generation latency, NACK response latency, retransmission latency)\n\nAlso, there are constants `TRIGGER_OOS` and `TRIGGER_TIMEOUT` imported from `roce_packet`. These might be used to distinguish how the NACK was triggered (out-of-sequence vs timeout). Looking at `get_qp_first_nack_before_retrans`, it returns the first NACK on the QP between the undelivered packet and its retransmission. If the first NACK before retransmission is different from the NACK that triggers retransmission, it might be a timeout trigger... Actually, let me think.\n\nIn GBN (Go-Back-N), retransmission can be triggered by:\n1. Out-of-sequence (OOS) detection - receiver sends NACK when it detects a gap\n2. Timeout - sender retransmits after a timeout\n\nThe `get_nack` method returns the NACK that triggers retransmission. The `", "The user wants me to continue the book \"Great Opera Stories\" by Millicent S. Bender. The book contains retellings of opera stories for children. The text cuts off in the middle of \"The Master Singers\" (Die Meistersinger von N\u00fcrnberg), in section III, with the sentence \"A dog bark\" \u2014 clearly cut off mid-word (\"barked\").\n\nI need to continue the story of The Master Singers in the same style \u2014 simple, charming, child-friendly prose retelling the opera plot. Let me recall the plot of Die Meistersinger:\n\nAct II (which corresponds to section III here): Evening before St. John's Day. Eva and her father Pogner return home. Pogner talks about the song contest. Eva learns from Magdalena that Walter failed. Sachs sits in his workshop/cobbler's shop outside (in the opera, Sachs sits under the elder tree outside his shop working and reflecting on Walter's song \u2014 the monologue \"Was duftet doch der Flieder\" \u2014 the lilac monologue). Eva comes to visit Sachs, hints that she hopes Walter will win; Sachs pretends not to understand or teases her; Eva gets annoyed. Magdalena tells Eva that Beckmesser will serenade her that night; Eva and Magdalena plan to switch clothes \u2014 Magdalena will sit at the window disguised as Eva. Walter arrives, having fled; he and Eva plan to elope. Sachs overhears and decides to prevent the elopement \u2014 he keeps his light burning and sings loudly while cobbling, preventing them from leaving. Beckmesser arrives to serenade; Sachs agrees to be the \"marker\" and marks Beckmesser's errors by hammering nails into the shoes \u2014 each mistake gets a hammer strike. Beckmesser's serenade is a disaster; the neighbors wake up; David sees Magdalena (disguised as Eva) at the window apparently being serenaded by Beckmesser and gets jealous; David attacks Beckmesser; a huge street brawl erupts among all the apprentices and townspeople. In the chaos, Walter tries to escape with Eva but Sachs pushes Walter into his house and sends Eva home. The night watchman comes; everyone scatters; the watchman sings his song; the street empties under the moonlight.\n\nAct III (section IV): In Sachs's workshop the next morning (St. John's Day). David is working; Sachs reads. Walter comes in and tells Sachs of a wonderful dream;", "The user wants me to continue George M\u00fcller's autobiography \"A Narrative of Some of the Lord's Dealings with George M\u00fcller\" in the same style. The text ends mid-sentence: \"It was about this time that I formed the plan of exchanging the University of Halle for that of Berlin, on account of there being a...\"\n\nThis is a real historical book. The actual continuation of the book (which is in the public domain, published 1865) would be about his plan to go to Berlin because there was a greater number of believing professors and students there. Let me recall the actual text:\n\n\"It was about this time that I formed the plan of exchanging the University of Halle for that of Berlin, on account of there being a greater number of believing professors and students in the latter place than in the former. But as this plan was formed without prayer, it came to nothing.\"\n\nThen the narrative continues with his illness, his time at Easter 1827, his desire to become a missionary, his going to Berlin to the missionary seminary, his illness, his stay at the house of a believer, his recovery, his decision to go to London to work among the Jews, his time in London, his illness at Teignmouth, his recovery, his going to Bristol, his work there, etc.\n\nSince this is a public domain work (published 1865, George M\u00fcller died 1898), I can continue it. The user asks me to be creative and coherent with the previous book, continuing in the same style. I should write in M\u00fcller's distinctive style: first-person, reflective, confessional, with frequent references to Scripture, lessons drawn from experiences, emphasis on prayer, providence, and God's dealings.\n\nLet me continue from where the text breaks off. The actual historical continuation:\n\n\"It was about this time that I formed the plan of exchanging the University of Halle for that of Berlin, on account of there being a greater number of believing professors and students in the latter place than in the former. But as this plan was formed without prayer, it came to nothing.\"\n\nThen: \"About Easter, 1827, I became truly desirous of being instrumental in the conversion of the Jews...\" Actually, let me recall the actual text more carefully.\n\nFrom the actual book:\n\n\"It was about this time that I formed the plan of exchanging the University of Halle for that of Berlin, on account of there being a greater number of believing professors and students in the latter place than", "The user wants me to continue this story from Graham's Magazine, 1848. The story is \"Lace and Diamonds\" by Theodore S. Fay. The text cuts off at:\n\n\"Old Mr. Blake had learned how the land lay from Mrs. Clifford, and he resolved to make the young people reparation. He owed it to them in all conscience. They were married in about six weeks; and when the ceremony was over, a parcel was brought in, directed '_To Mrs. Franklin\"\n\nSo I need to continue from there. The natural continuation: the parcel contains the lace \u2014 the very Brussels lace that caused all the trouble \u2014 as a wedding gift from Mr. Blake. Perhaps also diamonds, given the title \"Lace and Diamonds.\" The title mentions both lace and diamonds, but so far only lace has featured. So the continuation should probably include diamonds as well \u2014 perhaps Mr. Blake gifts her the lace, and Franklin gifts her diamonds, or the parcel contains both lace and a diamond necklace or something.\n\nLet me think about the style: mid-19th century sentimental magazine fiction, with moralizing asides, exclamations, dashes, addresses to the reader, religious sentiment, and a tidy moral conclusion. The story's subtitle is \"OR TAKE CARE WHAT YOU DO\" \u2014 so the moral is about carelessness/absent-mindedness. The ending should tie up the moral: Caroline's carelessness led to the ordeal; the moral lesson about being careful what you do.\n\nThe continuation should:\n1. Complete the interrupted sentence: \"To Mrs. Franklin\" \u2014 perhaps \"To Mrs. Franklin, with the respectful compliments of Blake, Blanchard & Co.\"\n2. Describe the parcel's contents: the very piece of Brussels lace (twelve and a half pounds a yard), perhaps made into a wedding dress or veil, and possibly a diamond ornament \u2014 to bring in the \"diamonds\" of the title.\n3. Perhaps a note from Mr. Blake with a kind message.\n4. Some dialogue between Caroline and Franklin \u2014 playful, referencing the ordeal.\n5. A moralizing conclusion in the author's voice: the lesson \"Take care what you do,\" perhaps addressing young ladies about absent-mindedness, and noting that Franklin's character (his calm reserve masking ardor) proved itself \u2014 tying back to the opening conversation where Caroline doubted his capacity for passion. That's an important thread: at the start, Caroline said she wanted a man who would \"worship, adore\" her, \"ready to go", "The user wants me to continue the book \"The Squaw Man\" by Julie Opp Faversham (adapted from the play by Edwin Milton Royle). This is a 1906 novel, so it's in the public domain. The text cuts off mid-sentence in Chapter V: \"The expected arrival of the _Crocodile_ had...\"\n\nI should continue in the same style - early 20th century romantic melodrama, with lush descriptive passages, focus on the emotional states of characters, the love triangle between Jim, Diana, and Henry.\n\nLet me think about the actual plot of \"The Squaw Man\" since I know this story. The play by Edwin Milton Royle was a famous 1905 play, later made into Cecil B. DeMille's 1914 film (the first feature film shot in Hollywood). The plot: Jim Wynnegate (James Wynnegate) takes the blame for his cousin Henry's embezzlement of regimental/charity funds to save the family honor and Diana (who has married Henry). He flees to America, to the West (Montana/Wyoming), becomes a rancher. He meets Nat-u-ritch, a Ute Indian woman, who saves his life. They have a son, Little Hal. Years later, Henry dies confessing the truth, Jim is cleared, and Diana comes to America. Jim is to inherit the earldom. Nat-u-ritch, realizing she stands in the way of Jim and her son's happiness/future, kills herself (\"Hal see the rising sun\" - the frontispiece quote). Jim marries Diana, and Little Hal goes to England.\n\nThe frontispiece quote: \"BIG FATHER--SEND FOR LITTLE HAL--HAL SEE THE RISING SUN\" - this is Nat-u-ritch's dying words or related to her sacrifice.\n\nOther illustrations: \"ALMOST AS ONE MAN THEY THRUST THEIR REVOLVERS INTO BUD'S FACE\" - a scene in the West. \"SHE DREW HERSELF UP CLOSE TO HIM, AND SAID 'ME KILL 'UM'\" - Nat-u-ritch protecting Jim. \"'YES, DIANA. MY BOY--MY SON'\" - Jim revealing his son to Diana.\n\nSo the continuation should follow this plot. The text ends with Jim arriving in London. Next would be:\n- Jim reunites with family, learns about Henry's financial troubles\n- The embezzlement", "The user wants me to continue Charles Dickens' \"The Perils of Certain English Prisoners\" in the same style. This is a public domain work (1894 edition, originally published 1857 as a collaboration between Dickens and Wilkie Collins for the Christmas number of Household Words). The first chapter \"The Island of Silver-Store\" was written by Dickens. The text cuts off mid-sentence: \"Then,\" says he, \"receive...\n\nI should continue in Dickens' style \u2014 the first-person narration of Gill Davis, the uneducated but noble private marine, dictating to \"my lady\" (who is revealed later to be Marion Maryon herself, now his wife). The style features:\n- Gill's humble, ungrammatical but heartfelt voice\n- References to \"my lady\" writing it down\n- His self-deprecating remarks about being a poor ignorant private\n- The catchphrases: Charker's \"X ain't Y. Is it, Gill?\" (though Charker is now dead)\n- Sergeant Drooce's tyrannical but brave character\n- Tom Packer's vow about Drooce\n- Christian George King's \"Yup, So-Jeer!\"\n- Mr. Commissioner Pordage's bureaucratic absurdity\n- Miss Maryon's grace\n- Mrs. Belltott's sauciness\n\nIn the actual continuation (Chapter II by Wilkie Collins, \"The Prison in the Woods\"), the story goes: the fight at the gate, they're overwhelmed, Drooce is killed (Tom Packer's vow comes into play \u2014 actually in the original, Packer dies saving Drooce or something... let me recall). In the actual story: the pirates break in, there's a desperate fight, Sergeant Drooce is killed, and the survivors are taken prisoner and marched to a prison in the woods on the mainland. Eventually they're rescued. Gill Davis heroically saves Miss Maryon. At the end, it's revealed that \"my lady\" is Marion Maryon, now Gill's wife \u2014 he won her hand through his heroism.\n\nSince the user wants me to continue from where it cuts off \u2014 \"Then,\" says he, \"receive...\" \u2014 I should continue the battle scene. The Sergeant is saying \"receive them on your bayonets\" or similar. Let me write the continuation:\n\n- The volley, then hand-to-hand fighting\n- Tom Packer and Sergeant Drooce's moment \u2014 Packer's vow: \"It will go hard with Sergeant Drooce", "The user wants me to continue the book \"O Condemnado\" by Camillo Castello Branco, a Portuguese drama from 1870. The book is in the public domain (published 1870), so continuing it in the same style is fine.\n\nThe text ends at Scene XIX of Act I, where the Visconde asks Rodrigo what he was saying so moved. I need to continue the play in the same style - 19th century Portuguese theatrical prose, with the same characters, themes, and dramatic tension.\n\nKey plot elements established:\n- The Visconde de Vasconcellos has a dark past - he confesses he was \"infame\" (infamous)\n- Rodrigo is his son, married to D. Eugenia, an orphan raised in a convent\n- D. Eugenia's origins are mysterious - she was raised by D. Maria da Gl\u00f3ria who claimed to be her aunt\n- A man named Jacome da Silveira killed his wife D. Martha de Villasboas out of jealousy 24 years ago, was sentenced to 20 years of degredo (exile) in Africa, and has now completed his sentence\n- D. Eugenia reacts with shock to this news - she seems to know something (\"Pois elle vive, meu Deus!\" - \"So he lives, my God!\") - suggesting she may be connected to this story, perhaps the daughter of Jacome da Silveira and Martha de Villasboas\n- Jorge de Mendanha is a mysterious man who knew the Visconde, was in America, and is now in Porto - likely this is Jacome da Silveira himself under another name\n- The Viscondessa de Pimentel knew the Visconde 24 years ago in Lisbon\n- The implication is that the Visconde was the \"infame\" (the accomplice of the adulterous Martha) - the third person in the tragedy\n\nSo the dramatic structure: The Visconde is likely the man who dishonored Jacome da Silveira (the cumplice of the adultera). D. Eugenia is likely the daughter of Jacome da Silveira and Martha. Jorge de Mendanha is Jacome da Silveira returned. The tragedy will unfold at the baile (ball).\n\nI should continue from Scene XIX, where the Visconde enters and asks Rodrigo what he was saying. The Visconde has read the newspaper article and was deeply shaken", "The task is to complete the code in the file `.venv/Lib/site-packages/urllib3/connection.py`. The snippet ends in the middle of the `_ssl_wrap_socket_and_match_hostname` function, specifically in the condition checking whether we want to verify hostnames ourselves.\n\nLet me recall the actual urllib3 source code for this function (from urllib3 2.x):\n\n```python\ndef _ssl_wrap_socket_and_match_hostname(\n sock: socket.socket,\n *,\n cert_reqs: None | str | int,\n ssl_version: None | str | int,\n ssl_minimum_version: int | None,\n ssl_maximum_version: int | None,\n cert_file: str | None,\n key_file: str | None,\n key_password: str | None,\n ca_certs: str | None,\n ca_cert_dir: str | None,\n ca_cert_data: None | str | bytes,\n assert_hostname: None | str | Literal[False],\n assert_fingerprint: str | None,\n server_hostname: str | None,\n ssl_context: ssl.SSLContext | None,\n tls_in_tls: bool = False,\n) -> _WrappedAndVerifiedSocket:\n \"\"\"Logic for constructing an SSLContext from all TLS parameters, passing\n that down into ssl_wrap_socket, and then doing certificate verification\n either via hostname or fingerprint. This function exists to guarantee\n that both proxies and targets have the same behavior when connecting via TLS.\n \"\"\"\n default_ssl_context = False\n if ssl_context is None:\n default_ssl_context = True\n context = create_urllib3_context(\n ssl_version=resolve_ssl_version(ssl_version),\n ssl_minimum_version=ssl_minimum_version,\n ssl_maximum_version=ssl_maximum_version,\n cert_reqs=resolve_cert_reqs(cert_reqs),\n )\n else:\n context = ssl_context\n\n context.verify_mode = resolve_cert_reqs(cert_reqs)\n\n # In some cases, we want to verify hostnames ourselves\n if (\n # `ssl` can't verify fingerprints or alternate hostnames\n assert_fingerprint\n or assert_hostname\n # assert_hostname can be set to False to disable hostname checking\n or assert_hostname is False\n # We still support OpenSSL 1.0.2, which prevents us from verifying\n # hostnames easily: https://github.com/pyca/pyopenssl/pull/933\n or ssl_.IS_PYOPENSSL\n # context", "The task is to complete the code in the file `ldm/models/diffusion/ddpm.py`. The last visible snippet ends with:\n\n```python\n def _predict_eps_from_xstart(self, x_t, t, pred_xstart):\n```\n\nThis is a standard function from the latent diffusion model (LDM) codebase. The standard implementation is:\n\n```python\n def _predict_eps_from_xstart(self, x_t, t, pred_xstart):\n return (extract_into_tensor(self.sqrt_recip_alphas_cumprod, t, x_t.shape) * x_t\n - pred_xstart) / extract_into_tensor(self.sqrt_recipm1_alphas_cumprod, t, x_t.shape)\n```\n\nThis is from the original LDM code (CompVis/latent-diffusion). The function computes the predicted noise (epsilon) from the predicted x_start.\n\nLet me verify: In the original ddpm.py from latent-diffusion:\n\n```python\n def _predict_eps_from_xstart(self, x_t, t, pred_xstart):\n return (extract_into_tensor(self.sqrt_recip_alphas_cumprod, t, x_t.shape) * x_t\n - pred_xstart) / extract_into_tensor(self.sqrt_recipm1_alphas_cumprod, t, x_t.shape)\n```\n\nYes, that's the standard implementation. The `extract_into_tensor` function is imported from `ldm.modules.diffusionmodules.util`, which is shown in the imports.\n\nSo the completion should be:\n\n```python\n def _predict_eps_from_xstart(self, x_t, t, pred_xstart):\n return (extract_into_tensor(self.sqrt_recip_alphas_cumprod, t, x_t.shape) * x_t\n - pred_xstart) / extract_into_tensor(self.sqrt_recipm1_alphas_cumprod, t, x_t.shape)\n```\n\nExplanation: This method converts a prediction of the clean latent x_0 (pred_xstart) back into the equivalent noise prediction epsilon, using the relation x_t = sqrt(alpha_cumprod) * x_0 + sqrt(1 - alpha_cumprod) * epsilon. Rearranged: epsilon = (x_t / sqrt(alpha_cumprod) - x_0) / sqrt(1/alpha_cumprod - 1). The `extract_into_tensor` helper broadcasts the per-timestep scalars to the shape of x_t.\n\nI should provide the code completion and a short explanation.", "The user wants me to continue the book \"Christuslegenden\" (Christ Legends) by Selma Lagerl\u00f6f, in German, in the same style. The text cuts off mid-sentence in the story \"Das Kindlein von Bethlehem\" (The Holy Child of Bethlehem), where the captain (Hauptmann Voltigius) is telling the Roman soldier about King Herod's plan: Herod will invite all boys in Bethlehem between two and three years old, with their mothers, to a feast celebrating his youngest son's birthday. And at this feast \u2014 the captain breaks off and laughs, then says \"Neige...\" (probably \"Neige dein Ohr\" - incline your ear).\n\nI need to continue from \"Neige\" \u2014 the captain whispering the plan. The historical/biblical reference is the Massacre of the Innocents. In Lagerl\u00f6f's actual story, the plan is that at the feast, the soldiers will kill all the children. The soldier is horrified but bound by duty. The child (Jesus) \u2014 actually in Lagerl\u00f6f's story, the little child who helped the soldier is indeed the Christ child. Let me recall the actual story: In \"The Holy Child\" from Christ Legends, the Roman soldier learns of Herod's plan to kill all boys aged 2-3 at a feast. The soldier is ordered to participate. He is torn because the child who gave him water will be among the guests. At the feast, he tries to save the child... Actually, in the original story, the soldier plans to warn or save the child. Let me recall: The soldier decides to find the child and warn his mother. He searches for the child's home. He finds the child and his mother (Mary) \u2014 and warns them to flee. Actually in the original, I believe the soldier goes to the feast, and the children are given wine and sweets, and then the soldiers are to kill them. The soldier sees the little child there with his mother. He tries to protect him. In the end, the child and mother escape \u2014 actually, I recall the story ends with the soldier helping them escape, and the child blesses him, and the soldier's heart is changed. Hmm.\n\nLet me think about the actual Lagerl\u00f6f story \"Det heliga barnet\" (The Holy Child). The Roman soldier at Bethlehem's gate observes the child helping bees, lilies, and giving him water. The captain tells him", "Let me analyze the task. I need to complete the code in GOOD.py. The file shows imports and then a cropped snippet that starts mid-way through a method (looks like `init_cards` or similar), then has `sleep` and `start` methods. The `start` method handles `play_order == 0` (the player's turn). I need to complete the code that follows \u2014 which would be the handling of `play_order == 1` (next player / \u4e0b\u5bb6) and `play_order == 2` (previous player / \u4e0a\u5bb6), detecting their played cards via screenshots, updating the environment, and looping.\n\nLet me look at the structure of the original repository \"girgle/DouZero_For_New_HLDDZ\". This is a known repo \u2014 DouZero for \u6b22\u4e50\u6597\u5730\u4e3b (Happy Landlord). The main file is typically `main.py` or similar with a `MyPyQT_Form` class. The GOOD.py seems to be a variant.\n\nThe snippet ends with:\n\n```python\n self.PredictedCard.setStyleSheet('background-color: rgba(0, 255, 0, 0);')\n self.sleep(500)\n```\n\nSo after the player's turn (play_order == 0), we need to handle play_order == 1 (\u4e0b\u5bb6, landlord_down relative... actually depends on user position) and play_order == 2 (\u4e0a\u5bb6).\n\nIn the original repo's main loop, after the AI plays, the code detects other players' cards by screenshot recognition in regions `self.RPlayedCardsPos` (right/\u4e0b\u5bb6) and `self.LPlayedCardsPos` (left/\u4e0a\u5bb6), then calls `self.env.step(...)` with the detected action, updates UI labels `RPlayedCard` / `LPlayedCard`, and increments `play_order`.\n\nLet me reconstruct from the known repo. The original `main.py` from DouZero_For_HLDDZ (by tianqiraf or similar) has:\n\n```python\n elif self.play_order == 1:\n self.RPlayedCard.setText(\"...\")\n pass_flag = helper.LocateOnScreen(\"pass\", region=self.RPassPos, confidence=0.7)\n while pass_flag is None:\n self.detect_start_btn()\n if not self.RunGame:\n break\n pass_flag = helper.LocateOnScreen(\"pass\", region=self.RPassPos, confidence=0.7)\n self.sleep(200)\n if pass", "The user wants me to continue a French history book about the French Revolution, specifically about the Legislative Assembly (Assembl\u00e9e l\u00e9gislative). This appears to be from \"Histoire de la R\u00e9volution fran\u00e7aise\" - likely by Adolphe Thiers or possibly Mignet. Based on the style and content, this looks like it could be from Thiers' \"Histoire de la R\u00e9volution fran\u00e7aise\" or possibly the work by \"Deux amis de la libert\u00e9\" (Kerverseau and Clavelin). Actually, looking at the style and the footnotes referencing Bertrand de Molleville, this appears to be from \"Histoire de la R\u00e9volution fran\u00e7aise\" by Adolphe Thiers.\n\nThe text ends mid-sentence: \"l'envoya \u00e0 tous les\" - which would continue as \"d\u00e9partemens\" (departments).\n\nI need to continue the book in the same style - 19th century French historical writing, with the same orthography (old French spelling like \"\u00e9v\u00e9nemens\", \"assembl\u00e9e\", \"tems\" etc.), the same analytical and narrative approach, discussing the events of early 1792.\n\nThe chapter is titled \"JUGEMENT SUR L'ASSEMBL\u00c9E CONSTITUANTE.--OUVERTURE DE LA SECONDE ASSEMBL\u00c9E NATIONALE...\" and covers the state of parties, clubs, P\u00e9tion as mayor, politics of powers, emigration, decrees against \u00e9migr\u00e9s and non-juring priests, ministry changes, war preparations, state of armies.\n\nThe text ends with Narbonne's report on January 11, 1792, about the armies. The continuation should cover:\n- The diplomatic situation with Austria (Leopold's response, Kaunitz)\n- The growing war party (Brissot and the Girondins pushing for war)\n- The debates in the Assembly about war\n- Robespierre's opposition to war at the Jacobins\n- The fall of the Feuillant ministry (Delessart, Narbonne)\n- The formation of the Girondin ministry (Dumouriez, Roland, Clavi\u00e8re, etc.)\n- The declaration of war against Austria (April 20, 1792)\n- Perhaps the beginning of military operations and their disasters\n\nSince the chapter title mentions \"PR\u00c9PARATIFS DE GUERRE; \u00c9TAT DES ARM\u00c9ES\" as the last topic, the continuation should", "Let me analyze the code that needs to be completed. The file is `UserServices.java` and we need to complete the `register` method.\n\nLooking at the context:\n1. `ApiException` - a RuntimeException that takes a message\n2. `AccountsDAO` - entity with email, password, username, phone, token, tokenExpired, student\n3. `RegisterDTO` - DTO with email, password, name, phone\n4. `AccountsRepository` - has `findByEmail(String email)` returning Boolean\n5. `BCrypt` - has `hashpw(String password, String salt)` and `gensalt()` methods\n6. `UserServices` - has `accountsRepository` and `validator` autowired, and a `register` method to complete\n\nThe register method should:\n1. Validate the RegisterDTO using the validator\n2. Check if email already exists using `accountsRepository.findByEmail`\n3. Hash the password using BCrypt\n4. Create an AccountsDAO and save it\n\nLet me write the completion:\n\n```java\n @Transactional\n public void register(RegisterDTO registerDTO){\n Set> constraintViolations = validator.validate(registerDTO);\n if (!constraintViolations.isEmpty()){\n throw new ConstraintViolationException(constraintViolations);\n }\n\n if (accountsRepository.findByEmail(registerDTO.getEmail())){\n throw new ApiException(\"Email already registered\");\n }\n\n AccountsDAO accountsDAO = new AccountsDAO();\n accountsDAO.setEmail(registerDTO.getEmail());\n accountsDAO.setPassword(BCrypt.hashpw(registerDTO.getPassword(), BCrypt.gensalt()));\n accountsDAO.setUsername(registerDTO.getName());\n accountsDAO.setPhone(registerDTO.getPhone());\n\n accountsRepository.save(accountsDAO);\n }\n}\n```\n\nThis follows the typical Spring Boot service pattern:\n1. Manual validation using the Validator (since it's autowired, it's meant to be used)\n2. Check for existing email\n3. Hash password with BCrypt\n4. Map DTO to DAO and save\n\nThe imports at the top already include `ConstraintViolation`, `ConstraintViolationException`, `Validator`, `Set`, `ApiException`, `AccountsDAO`, `RegisterDTO`, `AccountsRepository`, `BCrypt` - all of which support this implementation.\n\nNote the imports include `java.util.Set` and `ConstraintViolation` and `ConstraintViolationException`, which strongly suggests the validation pattern using `validator.validate()`", "Let me analyze the task. I need to complete the `MediaServerContext.java` file. The file is a Spring component that initializes the ZLMediaKit native library via JNA.\n\nLooking at the context:\n1. `MediaServerConfig` - configuration properties with prefix \"media\" - has thread_num, ports, enable flags, log settings, etc.\n2. `ZLMApi` - JNA interface to the native library with methods like `mk_env_init1`, `mk_ini_create`, `mk_ini_set_option_int`, `mk_http_server_start`, `mk_rtsp_server_start`, `mk_rtmp_server_start`, `mk_events_listen`, `mk_stop_all_server`, etc.\n3. `MK_EVENTS` - structure with callback fields like `on_mk_media_changed`, `on_mk_media_publish`, etc.\n4. `MK_INI` - structure for ini config\n5. The imports in the file show `com.ldf.media.callback.*` - so there are callback classes like `MKStreamChangeCallBack`, `MKPublishCallBack`, `MKPlayCallBack`, `MKNoFoundCallBack`, `MKNoReaderCallBack`, `MKHttpRequestCallBack`, `MKHttpAccessCallBack`, `MKHttpBeforeAccessCallBack`, `MKRtspGetRealmCallBack`, `MKRtspAuthCallBack`, `MKRecordMp4CallBack`, `MKShellLoginCallBack`, `MKHttpFlowReportCallBack`, `MKLogCallBack`, `MKSendRtpStopCallBack` etc.\n\nThe file starts with:\n```java\nimport com.ldf.media.callback.*;\nimport com.ldf.media.config.MediaServerConfig;\nimport com.ldf.media.sdk.core.ZLMApi;\nimport com.ldf.media.sdk.structure.MK_EVENTS;\nimport com.ldf.media.sdk.structure.MK_INI;\nimport com.sun.jna.Native;\nimport lombok.extern.slf4j.Slf4j;\nimport org.springframework.beans.factory.annotation.Autowired;\nimport org.springframework.stereotype.Component;\nimport javax.annotation.PostConstruct;\nimport javax.annotation.PreDestroy;\npackage com.ldf.media.context;\n\n/**\n * \u6d41\u5a92\u4f53\u4e0a\u4e0b\u6587\n *\n * @author lidaofu\n * @since 2023/11/28\n **/\n@Slf4j\n@Component\npublic class MediaServerContext {\n @Autowired\n private MediaServerConfig config;\n public static ZLMApi ZLM_API = null;\n private static MK_EVENTS MK_EVENTS = null;\n```\n\nNote the imports are oddly placed before the package declaration (probably a", "The task is to complete the code in the file `SysRoleServiceImpl.java`. The file starts with imports and then jumps to a cropped snippet. I need to complete the code starting from where the snippet ends - the last method shown is `deleteAuthUser` with its javadoc comment.\n\nLooking at the structure, the file is `SysRoleServiceImpl.java` which implements `ISysRoleService`. The cropped code shows:\n- End of `updateRole` method (deleting role-menu associations and inserting role menu)\n- `updateRoleStatus` method\n- `authDataScope` method\n- `insertRoleMenu` method\n- `insertRoleDept` method\n- `deleteRoleById` method\n- `deleteRoleByIds` method\n- Start of `deleteAuthUser` method (javadoc only)\n\nI need to complete:\n1. `deleteAuthUser(SysUserRole userRole)` - cancel authorized user role\n2. `deleteAuthUsers(Long roleId, Long[] userIds)` - batch cancel authorized user roles\n3. `insertAuthUsers(Long roleId, Long[] userIds)` - batch select authorized user roles\n\nBut wait, the file also seems to be missing the beginning part (class declaration, fields, and earlier methods). Since the snippet starts with imports and then jumps to the middle of a method, the task is likely to complete from where the snippet ends. But actually, looking at the format, the cropped code snippet shows the file content and I need to complete it.\n\nActually, the typical format for these tasks: the last file shown is the one to complete. The snippet shows imports then a cropped portion. The completion should probably include the full class or continue from where it was cut off.\n\nGiven the example format, I should provide the code completion. The most sensible completion would be the remaining methods:\n\n```java\n @Override\n public int deleteAuthUser(SysUserRole userRole) {\n return userRoleMapper.deleteUserRoleInfo(userRole);\n }\n\n /**\n * \u6279\u91cf\u53d6\u6d88\u6388\u6743\u7528\u6237\u89d2\u8272\n * \n * @param roleId \u89d2\u8272ID\n * @param userIds \u9700\u8981\u53d6\u6d88\u6388\u6743\u7684\u7528\u6237\u6570\u636eID\n * @return \u7ed3\u679c\n */\n @Override\n public int deleteAuthUsers(Long roleId, Long[] userIds) {\n return userRoleMapper.deleteUserRoleInfos(roleId, userIds);\n }\n\n /**\n * \u6279\u91cf\u9009\u62e9\u6388\u6743\u7528\u6237\u89d2\u8272\n * \n", "The user wants me to continue this book, \"Grandfer's Wonderful Garden\" by Eleanora H. Stooke. This is a public domain children's book from around WWI era (1917-1918). The book has 12 chapters listed in the contents:\n\nI. TRAVELLING COMPANIONS\nII. THE JOURNEY'S END\nIII. BILLY HAS A FRIGHT\nIV. SUNDAY\nV. BILLY'S PRESENT\nVI. GARDENING\nVII. \"COME LIFE, COME DEATH, THEY'RE SAFE\"\nVIII. GRANDFER'S SECRET\nIX. THE BIRD PICTURE BOOK\nX. SPRING\nXI. GRANNY SURPRISES BILLY\nXII. CONCLUSION\n\nThe text provided ends mid-Chapter VIII, during a thunderstorm scene where Billy has woken up terrified, and Mrs. Brown has come in with a candle. The last line is: \"For a moment the room had been illuminated brilliantly.\"\n\nI need to continue from there, completing Chapter VIII (Grandfer's Secret), then writing Chapter IX (The Bird Picture Book), Chapter X (Spring), Chapter XI (Granny Surprises Billy), and Chapter XII (Conclusion).\n\nLet me think about the style:\n- Victorian/Edwardian children's literature style\n- Religious themes (Church of England, faith, comfort in God)\n- WWI setting (Zeppelin raids, soldiers, food shortages, Canadian lumbermen)\n- Devonshire countryside setting\n- Dialect elements (\"Grandfer,\" \"Aye,\" etc.)\n- Moral lessons woven in\n- Character types: the kind grandfather, the somewhat stern/cold step-grandmother who may soften, the simple/innocent child May who has a special connection with nature and God, the slightly jealous cousin Harold, the kind Aunt Elizabeth and Uncle John, the wise Vicar Mr. Singleton\n\nPlot threads to resolve:\n1. Billy's grief over his mother and his fear (trauma from the Zeppelin raid)\n2. Grandfer's secret - what could it be? Given the title \"Grandfer's Wonderful Garden,\" perhaps the secret is about a special garden - maybe a hidden garden, or plans for the garden, or something he's been working on. Perhaps a secret garden he's made, or a special place. Given the era and style, maybe Grandfer has been secretly building/planting something for Billy - perhaps a garden plot of his", "The user wants me to continue the book \"Crusaders of New France\" by William Bennett Munro. The text cuts off mid-sentence in Chapter III: \"In 1662...\" \u2014 actually it cuts off at \"In \" \u2014 the last sentence is \"But the doughty churchman's claims and the governor's policy of resisting them soon brought things to an open breach, particularly upon the question of permitting the sale of liquor to the Indians. In \"\n\nSo I need to continue from there. The actual book continues with the story of Laval and the governor D'Avaugour, the liquor question, Laval's trip to France, the recall of D'Avaugour, then the end of the Company of One Hundred Associates, and the transition to royal government in 1663, leading into Chapter IV \"The Age of Louis Quatorze.\"\n\nLet me recall the actual content of the book. The real Chapter III ends with:\n\n\"...particularly upon the question of permitting the sale of liquor to the Indians. In 1662 Laval went to France and secured the recall of D'Avaugour...\" \n\nActually, let me reconstruct. The governor at the time of Laval's arrival (1659) was Pierre de Voyer d'Argenson, Vicomte de Mouzay (governor 1658-1661). Then Dubois Davaugour (Baron de Voyer d'Argenson? No\u2014) Let me get this right: Governors of New France:\n- Charles de Montmagny (1636-1648)\n- Louis d'Ailleboust de Coulonge (1648-1651)\n- Jean de Lauson (1651-1657)\n- Pierre de Voyer d'Argenson, vicomte de Mouzay (1658-1661)\n- Pierre Dubois Davaugour (1661-1663)\n- Augustin de Saffray de M\u00e9sy (1663-1665)\n\nLaval arrived in 1659 during D'Argenson's governorship. The liquor dispute became acute under Davaugour (1661-1663), who permitted the sale of brandy to the Indians. Laval excommunicated those who sold liquor to the Indians. Laval went to France in 1662 and secured Davaugour's recall. Also, the Company of One Hundred Associates surrendered its charter in 1663, and New France became a royal province. The Sovereign Council", "The user wants me to continue this book, which is a 19th-century periodical (The Continental Monthly, August 1863). The last piece is \"Across Maine in Mid-Winter,\" a first-person narrative by a woman named Elsie traveling to her father's funeral. The text cuts off mid-sentence: \"Occasionally the object of my journey and the...\"\n\nI need to continue in the same style \u2014 mid-19th century American literary prose, sentimental, detailed, with the narrator's voice: a grieving daughter traveling through Maine wilderness in winter with two stranger companions from the British provinces. The style includes long sentences, reflective asides, vivid description, gentle humor, and moral/sentimental reflections typical of the era.\n\nLet me continue the narrative: the journey through the wilderness, the snowstorm, interactions with the two gentlemen (the short fat one in blue with scarlet-lined hood \u2014 good-natured, roguish dark eyes; the tall sandy one with mustache, grave), the driver, the night journey, perhaps a stop at a halfway house, fears and dangers (wolves were mentioned earlier \u2014 could be a nice callback), the kindness of the strangers, arrival at Bangor just in time, the funeral, reflections on her father, and a closing moral reflection typical of the period.\n\nI should match the style: first-person feminine voice, sentimental but restrained, detailed observations, dashes, period vocabulary (\"ere,\" \"'twas,\" \"perchance\"), and the era's conventions. The piece should probably conclude the story since periodical sketches like this were usually complete in one issue.\n\nLet me write a continuation that:\n1. Completes the interrupted sentence: \"Occasionally the object of my journey and the...\" \u2014 perhaps \"the uncertainty of its accomplishment would rush over me...\"\n2. Describes the journey \u2014 the snow, the wilderness road, conversation with companions, the driver.\n3. Introduces incidents: a stop for supper at a log house, the night ride, perhaps a moment of danger (stuck in snowdrift, or the sound of wolves \u2014 callback to the wolf story), the kindness of the two \"doubtful gentlemen\" proving true gentlemen.\n4. Arrival at Bangor, catching the cars, reaching home in time for the funeral.\n5. Closing reflections on her father, grief, Providence, and the kindness of strangers \u2014 matching the sentimental religious tone of the era.\n\nLength: The original piece is fairly long; a continuation of similar length (maybe 1,", "Let me analyze the file `finetune_gui.py` and fill in the missing code based on the context provided.\n\nLooking at the file, I need to identify each `[COMPLETE]` marker and determine what code should go there.\n\n1. First `[COMPLETE]` after `import json`:\n```python\nimport gradio as gr\nimport json\n[COMPLETE]\nimport os\n```\nThis should be `import math` since `math.ceil` is used later in the `train_model` function.\n\n2. After `from library.common_gui import (`:\n```python\nfrom library.common_gui import (\n[COMPLETE]\n[COMPLETE]\n[COMPLETE]\n)\n```\nLooking at the usage in the file:\n- `get_saveasfile_path` is used in `save_configuration`\n- `get_file_path` is used for `pretrained_model_name_or_path_file.click`\n- `get_folder_path` is used for folder buttons\n- `remove_doublequote` is defined in this file\n- `save_inference_file` is used in `train_model` - wait, that's used but where is it defined? Let me check... `save_inference_file(output_dir, v2, v_parameterization)` is called in `train_model`. It might be from `library.common_gui`.\n\nSo the three imports are likely:\n```python\nget_folder_path,\nget_file_path,\nget_saveasfile_path,\n```\nAnd possibly `save_inference_file`. But there are only 3 `[COMPLETE]` markers. Let me check what's used:\n- `get_saveasfile_path(file_path)` - used in save_configuration\n- `get_file_path` - used in button clicks\n- `get_folder_path` - used in button clicks\n- `save_inference_file` - used in train_model\n\nHmm, there are 4 functions potentially needed but only 3 markers. Let me re-read.\n\nActually, looking at the original kohya_ss/sd-scripts finetune_gui.py, the imports are:\n```python\nfrom library.common_gui import (\n get_folder_path,\n get_file_path,\n get_saveasfile_path,\n)\n```\n\nWait, but `save_inference_file` is used. Let me check the original code... In the original sd-scripts finetune_gui.py:\n\n```python\nfrom library.common_gui import (\n get_folder_path,\n get_file_path,\n get_saveasfile_path,\n)\n```\n\nHmm, but `save_inference_file` is called in `train_model`. Let me look at the original code more carefully.\n\nActually in the original code", "The user wants me to continue the book \"Torn Sails\" by Allen Raine, a Welsh village tale from 1898. The book has 17 chapters listed in the contents, and the provided text ends mid-Chapter III, where Hugh Morgan has just announced to Mari Vone and 'n'wncwl Jos that he is thinking of getting married.\n\nLet me think about the story so far:\n- Mwntseison is a Welsh village on Cardigan Bay\n- Hugh Morgan is the \"Mishteer\" (Master), owner of the sail-making business, about 40 years old\n- Ivor Parry is his manager, in love with Gwladys Price (18)\n- Gwladys Price loves Ivor but doesn't realize he loves her\n- Gwen is a jealous, spiteful girl who loves Ivor, is marrying Siencyn Owen, and hates Gwladys\n- Mari Vone is 35, Hugh's former love who rejected him 15 years ago out of pride, and has loved him ever since\n- Hugh has just announced he's thinking of getting married - and from Chapter II, we saw Hugh being kind to Gwladys, and Gwen noticing \"He is very kind to thee... what has come over him?\" - suggesting Hugh may be interested in Gwladys!\n\nThis is the dramatic setup: Hugh Morgan is likely going to propose to Gwladys Price, which would create the central conflict - Ivor loves Gwladys, Gwladys loves Ivor, but Hugh (the Mishteer, whom everyone respects) wants to marry her. Mari still loves Hugh. Gwen hates Gwladys and will stir trouble.\n\nThe chapter titles give hints:\n- IV. Owen's \"bidding\" - the wedding/bidding of Gwen and Siencyn Owen\n- V. Traeth-y-daran (Beach of Thunder?)\n- VI. Changes\n- VII. A wedding call\n- VIII. Confidences\n- IX. Gwen's rebellion\n- X. Hugh's suspicions\n- XI. The storm\n- XII. Unrest\n- XIII. Doubts and fears\n- XIV. The mill\n- XV. Torn sails\n- XVI. Peace\n- XVII. The mill in the moonlight\n\nSo the story likely involves: Hugh proposes to Gwladys (a \"wedding call\"), Gwen rebels/schemes, Hugh becomes suspicious (perhaps of Ivor and Gwladys), a storm happens, doubts and fears, something", "The user wants me to continue \"The Adventures of Gerard\" by Arthur Conan Doyle, specifically continuing from where the text cuts off in Chapter II, \"How the Brigadier Captured Saragossa.\" The text ends mid-sentence: \"The Spaniard had seen him standing under the tree and had...\"\n\nI need to continue in the same style - first person narration by Etienne Gerard, the vain, brave, pompous but lovable Hussar officer. The style features:\n- Gerard addressing his audience (\"my friends\")\n- His vanity and self-aggrandizement\n- His genuine bravery\n- Humor arising from his obliviousness to his own absurdity\n- Period military detail\n- French expressions and exclamations\n- The framing device of the old Brigadier telling tales in a caf\u00e9\n\nLet me continue the story: Gerard is disguised as a Franciscan friar, climbing a tree to get over the wall into Saragossa. The Spanish sentry has just shot his guide, the sergeant. Gerard must now proceed into the city, find Hubert the French agent in the street of Toledo near the cathedral, and determine whether the powder magazine under the Convent of the Madonna can still be exploded.\n\nIn the actual original story (which I know), Gerard kills the sentry, descends into the city, has adventures including being taken in by Spanish soldiers, ends up being forced to help carry gunpowder, discovers Hubert is dead, and ultimately blows up the magazine himself by setting fire to powder barrels, escaping through the chaos, and the city falls. He returns to find that his duel appointments were missed, but the officers now admire him. Actually, in the original, he ends up captured, set to be hanged, escapes via the explosion, etc.\n\nBut I should write my own continuation, being creative while coherent. Let me craft it in Doyle's style.\n\nKey plot elements to include:\n1. Gerard's reaction to the sergeant's death - he must deal with the sentry\n2. Getting into the city\n3. Finding Hubert's house - perhaps Hubert is dead or captured\n4. Gerard deciding to complete the mission himself\n5. The explosion of the magazine\n6. His escape and return\n7. The comic resolution with the duels - the officers' changed attitude\n8. Perhaps the Emperor's medal or some recognition\n\nLet me write this with Gerard's characteristic voice - vain, dramatic, self-congratulatory, but genuinely heroic.", "Let me analyze the code structure to understand what needs to be completed.\n\nThe file is `main_mobo.py`, and the last function shown is `sample_batch`, which is cut off at:\n\n```python\ndef sample_batch(args, generator, rollout_worker, oracle=None, proxy=None, ref_mols=None, Y_bounds=None, compute_multi_objective_metric=False):\n score_succ = {'gsk3b': 0.5, 'jnk3': 0.5, 'drd2': 0.5, \n 'chemprop_sars': 0.5, 'chemprop_hiv': 0.5, \"seh\": 0.5,\n 'qed': 0.6, 'sa': 0.67}\n if Y_bounds is None:\n Y_bounds = torch.stack([proxy.partitioning.Y.min(\n dim=-2).values, proxy.partitioning.Y.max(dim=-2).values])\n \n time_start = time.time()\n```\n\nLooking at how `sample_batch` is called in `train_generative_model`:\n\n```python\nvolume, volume_oracle, reward_weight, reward_mean, test_loss, diversity = sample_batch(\n args, generator, rollout_worker, oracle, proxy, Y_bounds, compute_multi_objective_metric=False)\n```\n\nSo it returns: `volume, volume_oracle, reward_weight, reward_mean, test_loss, diversity`.\n\nThe function needs to:\n1. Sample molecules from the generator using the rollout worker\n2. Compute rewards for test weights\n3. Compute hypervolume (volume) using proxy scores\n4. Compute hypervolume using oracle scores (volume_oracle)\n5. Compute reward per weight (reward_weight dict)\n6. Compute mean reward (reward_mean)\n7. Compute test loss\n8. Compute diversity\n\nLet me look at the structure of the rollout worker. The `BoRolloutWorker` extends `RolloutWorker` (from main.py). It has `test_weights`, `hindsight_mols`, `hindsight_smiles`, `sampled_mols`, `online_mols`.\n\nLooking at the `rollout` method in `RolloutWorker`:\n- It samples trajectories and appends to `self.sampled_mols` tuples of `([raw_r values], weights, m, trajectory_stats, inflow)`.\n\nThe `sample_batch` function should:\n1. Reset `rollout_worker.sampled_mols = []`\n2. For each test weight, sample a batch of molecules", "The user wants me to continue \"Oliver Twist\" by Charles Dickens, specifically continuing from Chapter XXXIX where Nancy is meeting Rose Maylie. The text cuts off mid-sentence: \"Do not close your heart against all my efforts to help you,\"\n\nI need to continue in Dickens's style. Let me recall what actually happens in the novel at this point, since the user wants coherence with the actual book. In the actual novel, Chapter XXXIX ends with Rose offering Nancy money, Nancy refusing, and Rose saying she won't give up hope. Nancy leaves, and then the chapter ends with Rose in tears, and then Chapter XL begins with Rose keeping the secret, meeting with Mr. Brownlow and Losberne, etc.\n\nLet me reconstruct the actual ending of Chapter XXXIX from the novel:\n\n\"Do not close your heart against all my efforts to help you,\" said Rose, stepping gently forward. \"I wish to serve you indeed.\"\n\n\"You would serve me best, lady,\" replied the girl, almost breaking down, \"if you could take my life at once; for I have felt more grief to think of what I am, to-night, than I ever did before, and it would be something not to die in the same hell in which I have lived. God bless you, sweet lady, and send as much happiness on your head as I have brought shame on mine!\"\n\nThus speaking, and sobbing aloud, the unhappy creature turned away; while Rose Maylie, overpowered by this extraordinary interview, which had more the semblance of a rapid dream than an actual occurrence, sank into a chair, and endeavoured to collect her wandering thoughts.\n\nThen Chapter XL: \"A STRANGE INTERVIEW, WHICH IS A SEQUEL TO THE LAST CHAMBER\" \u2014 wait no, Chapter XL is \"CONTAINING SOME DISCOVERIES, RELATIVE TO THE INTERVIEW BETWEEN ROSE AND NANCY\" or something. Let me recall.\n\nActually Chapter XL is titled \"A STRANGE INTERVIEW, WHICH IS A SEQUEL TO THE LAST CHAMBER\"? No. Let me think.\n\nChapter XXXIX: \"A STRANGE INTERVIEW, WHICH IS A SEQUEL TO THE LAST CHAPTER\" \u2014 that's the one given here.\n\nChapter XL: \"CONTAINING SOME DISCOVERIES, RELATIVE TO THE INTERVIEW BETWEEN ROSE AND NANCY\" \u2014 hmm, I believe it's \"CONTAINING SOME DISCOVERIES, RELATIVE TO THE INTERVIEW BETWEEN ROSE MAYLIE AND NANCY\"", "Let me analyze the task. I need to complete the code in `VisualSearch/utils/dataset.py`. The file starts with imports, then has a class (likely `ValDataset`) with `__init__`, `__len__`, `preprocess`, and `__getitem__` methods. The `__getitem__` method is cut off in the middle:\n\n```python\n\t\tconversations = []\n\t\tconv = conversation_lib.default_conversation.copy()\n\t\ti = 0\n\t\twhile i < len(sampled_sents):\n\t\t\tconv.messages = []\n\t\t\ttext = sampled_sents[i].strip()\n\t\t\tif is_sentence:\n\t\t\t\tconv.append_message(\n\t\t\t\t\tconv.roles[0],\n```\n\nThis is based on the LISA repository's dataset.py. Let me recall the LISA `ValDataset.__getitem__`:\n\n```python\nclass ValDataset(torch.utils.data.Dataset):\n pixel_mean = torch.Tensor([123.675, 116.28, 103.53]).view(-1, 1, 1)\n pixel_std = torch.Tensor([58.395, 57.12, 57.375]).view(-1, 1, 1)\n img_size = 1024\n ignore_label = 255\n\n def __init__(\n self,\n base_image_dir,\n tokenizer,\n vision_tower,\n val_dataset,\n image_size=1024,\n ):\n ...\n```\n\nThe `__getitem__` in LISA:\n\n```python\n def __getitem__(self, idx):\n if self.data_type == \"refer_seg\":\n refer_seg_ds = self.refer_seg_ds\n images = refer_seg_ds[\"images\"]\n annotations = refer_seg_ds[\"annotations\"]\n img2refs = refer_seg_ds[\"img2refs\"]\n\n image_info = images[idx]\n image_path = image_info[\"file_name\"]\n image_id = image_info[\"id\"]\n\n refs = img2refs[image_id]\n if len(refs) == 0:\n raise ValueError(\"image {} has no refs\".format(image_id))\n\n sents = []\n ann_ids = []\n for ref in refs:\n for sent in ref[\"sentences\"]:\n sents.append(sent[\"sent\"].strip().lower())\n ann_ids.append(ref[\"ann_id\"])\n\n sampled_sents = sents\n sampled_ann_ids = ann_ids\n image = cv2.imread(image_path)\n image = cv2.cvtColor(image,", "The user wants me to continue this book - it's an issue of \"Punchinello,\" a satirical magazine from 1870, which includes \"The Mystery of Mr. E. Drood\" by Orpheus C. Kerr (a parody of Dickens' \"The Mystery of Edwin Drood\"). The text cuts off mid-sentence in the \"PARDONABLE SOLICITUDE\" section: \"the question of the continuance of the war depends altogether on the comparative merits of the needle gun and the Chasse\" - clearly \"Chassepot\" (the French rifle).\n\nSo I should continue in the same style. The book is a magazine issue, so I should continue with:\n1. Finish the \"Pardonable Solicitude\" editorial response about the needle gun vs. Chassepot\n2. Continue with more sections in the same style - perhaps more of \"The Mystery of Mr. E. Drood\" (Chapter XIII), more satirical pieces, advertisements, etc.\n\nThe style is:\n- 1870s American humor magazine (similar to Punch)\n- Satirical takes on politics (Franco-Prussian War, Grant administration, Reconstruction)\n- Dialect humor (Hiram Green letters, Mose Skinner)\n- Parody of Dickens\n- Advertisements\n- Comic illustrations with captions\n- Puns and wordplay\n\nLet me continue from where it cuts off:\n\n\"[Our correspondent will understand that the question of the continuance of the war depends altogether on the comparative merits of the needle gun and the Chasse\" \u2014 should be \"Chassepot.\" I'll finish that editorial note, then continue with more content in the same style.\n\nI should include:\n- The completion of the editorial response\n- Perhaps another chapter of \"The Mystery of Mr. E. Drood\" (Chapter XIII)\n- More satirical pieces\n- Advertisements in the same style\n- Maybe another Hiram Green-style letter or Mose Skinner ramblings\n- Comic zoology or similar features\n\nLet me write this in the authentic style. The actual Punchinello magazine continued with more chapters of the Drood parody. Let me be creative but coherent.\n\nFormat considerations: This should be a long-form continuation matching the book's format - with section headers, the asterisk separators (* * * * *), sidenotes, illustration captions, advertisements, etc. I'll use the same formatting conventions as the original text. Length should be substantial to match a magazine issue continuation, but", "The user wants me to continue this book, \"The Bright Side of Prison Life\" by Captain S. A. Swiggett, published in 1897. The book is a memoir of Civil War prison experiences at Camp Ford, Texas. The text cuts off mid-sentence in Chapter VI (\"Incidents\") with: \"They were an unruly crowd and caused much\"\n\nI need to continue in the same style - first-person narrative, 19th century prose, humorous anecdotes mixed with serious reflections, episodic structure, Civil War era language and sensibilities. The author has a wry, self-deprecating humor, looks at \"the bright side,\" tells stories of prison life, escapes, recaptures, etc.\n\nLooking at the table of contents, the remaining chapters are:\n- CHAPTER VI. Incidents (currently in progress)\n- CHAPTER VII. Events\n- CHAPTER VIII. An Escape\n- CHAPTER IX. On the Tramp\n- CHAPTER X. Recaptured\n- CHAPTER XI. The Back Track\n- CHAPTER XII. The Return to the Stockade\n- CHAPTER XIII. Incidents, and Another Escape\n- CHAPTER XIV. Tramps Once More\n- CHAPTER XV. Diplomacy\n- CHAPTER XVI. Making Progress\n- CHAPTER XVII. A Puzzle, and Incidents\n- CHAPTER XVIII. Experiences\n- CHAPTER XIX. Good Luck and Bad\n- CHAPTER XX. In the Toils\n- CHAPTER XXI. Another Return Trip\n- CHAPTER XXII. Foraging, and a New Prison\n- CHAPTER XXIII. To Camp Ford and Joy\n- CHAPTER XXIV. Liberty at Last\n\nThe illustrations list gives hints: Adjutant S. K. Mahon (Ch VIII), Captain J. B. Gedney (Ch IX), Captain Thomas M. Fee (Ch X), Captain Charles Burnbaum (Ch XI), Captain J. P. Rummel (Ch XIII), Captain B. F. Miller (Ch XIX), Sergeant E. B. Rocket (Ch XXI).\n\nI should continue from where the text cuts off: \"They were an unruly crowd and caused much\" \u2014 I need to complete this sentence and continue Chapter VI, then proceed through subsequent chapters. Given the length constraints, I should write a substantial continuation but can't write all remaining chapters in full detail. Let me aim to complete Chapter VI, then write Chapters VII, VIII, IX, and X"], "errors": ["", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", ""]} diff --git a/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/results/dp2-tp32-final-20260902-123051/bench/warm_a.jsonl b/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/results/dp2-tp32-final-20260902-123051/bench/warm_a.jsonl new file mode 100644 index 0000000..6bf0313 --- /dev/null +++ b/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/results/dp2-tp32-final-20260902-123051/bench/warm_a.jsonl @@ -0,0 +1 @@ +{"tag": null, "backend": "sglang", "dataset_name": "speed-bench", "request_rate": 10000.0, "max_concurrency": 8, "sharegpt_output_len": null, "random_input_len": 1024, "random_output_len": 1024, "random_range_ratio": 0.0, "server_info": {"model_path": "/data/hf_models/Kimi-K3", "tokenizer_path": "/data/hf_models/Kimi-K3", 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"prefill_delayer_token_usage_low_watermark": null, "prefill_delayer_forward_passes_buckets": null, "prefill_delayer_wait_seconds_buckets": null, "prefill_delayer_queue_min_ratio": null, "prefill_delayer_max_delay_ms": null, "min_free_slots_delay": null, "enable_deterministic_inference": false, "rl_on_policy_target": null, "kv_canary": "none", "kv_canary_real_data": "none", "kv_canary_sweep_interval": 0, "enable_dynamic_batch_tokenizer": false, "dynamic_batch_tokenizer_batch_size": 32, "dynamic_batch_tokenizer_batch_timeout": 0.002, "enable_tokenizer_batch_encode": false, "disable_tokenizer_batch_decode": false, "debug_tensor_dump_output_folder": null, "debug_tensor_dump_layers": null, "debug_tensor_dump_input_file": null, "enable_memory_saver": false, "enable_weights_cpu_backup": false, "enable_draft_weights_cpu_backup": false, "enable_custom_logit_processor": false, "enable_return_hidden_states": false, "return_hidden_states_mode": null, "enable_return_routed_experts": false, "enable_return_indexer_topk": false, "disable_outlines_disk_cache": false, "enable_mis": false, "weight_cache_mode": "off", "weight_cache_socket": null, "weight_cache_timeout": 1800, "forward_hooks": null, "msprobe_dump_config": null, "world_size": 32, "last_gen_throughput": 0.0, "memory_usage": {"weight": 59.045, "kvcache": 11.343, "startup_available": 6.99, "token_capacity": 440448, "token_capacity_swa": null, "graph": {"prefill": 4.025, "decode": 0.305, "target_verify": 0.0, "draft_prefill": 0.0, "draft_decode": 0.0, "draft_extend": 0.0}}, "startup_time": {"load_weight": 509.1656147008762, "kv_cache_allocation": 1.6912379651330411, "scheduler_e2e": 776.8184968531132, "cuda_graph": {"prefill": 164.26452536694705, "decode": 6.840347086079419, "target_verify": 0.0, "draft_prefill": 0.0, "draft_decode": 0.0, "draft_extend": 0.0}}, "effective_max_running_requests_per_dp": 8}], "version": "0.0.0.dev1+gdaf631719", "kv_events": null}, "duration": 86.01004250906408, "completed": 1, "total_input_tokens": 15934, "total_input_text_tokens": 15934, "total_input_vision_tokens": 0, "total_output_tokens": 1, "total_output_tokens_retokenized": 1, "request_throughput": 0.011626549305502507, "input_throughput": 185.25743663387692, "output_throughput": 0.011626549305502507, "total_throughput": 185.26906318318242, "mean_e2e_latency_ms": 85981.02567205206, "median_e2e_latency_ms": 85981.02567205206, "std_e2e_latency_ms": 0.0, "p90_e2e_latency_ms": 85981.02567205206, "p95_e2e_latency_ms": 85981.02567205206, "p99_e2e_latency_ms": 85981.02567205206, "mean_ttft_ms": 85980.94817716628, "median_ttft_ms": 85980.94817716628, "std_ttft_ms": 0.0, "p90_ttft_ms": 85980.94817716628, "p95_ttft_ms": 85980.94817716628, "p99_ttft_ms": 85980.94817716628, "mean_tpot_ms": 0.0, "median_tpot_ms": 0.0, "std_tpot_ms": 0.0, "p90_tpot_ms": 0.0, "p95_tpot_ms": 0.0, "p99_tpot_ms": 0.0, "mean_itl_ms": 0.0, "median_itl_ms": 0.0, "std_itl_ms": 0.0, "p90_itl_ms": 0.0, "p95_itl_ms": 0.0, "p99_itl_ms": 0.0, "concurrency": 0.99966263431379, "accept_length": null, "max_output_tokens_per_s": 1.0, "max_concurrent_requests": 1, "input_lens": [15934], "output_lens": [1], "ttfts": [85.98094817716628], "itls": [[]], "generated_texts": ["The"], "errors": [""]} diff --git a/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/results/dp2-tp32-final-20260902-123051/commands/a_0.cmd.txt b/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/results/dp2-tp32-final-20260902-123051/commands/a_0.cmd.txt new file mode 100644 index 0000000..f7e38af --- /dev/null +++ b/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/results/dp2-tp32-final-20260902-123051/commands/a_0.cmd.txt @@ -0,0 +1 @@ +docker run -d --name kimi3_pro6000_dp2_nospec_ab_tp32_a_0 --gpus all --network host --ipc=host --shm-size 32g --ulimit memlock=-1 --device /dev/infiniband -v /data/hf_models/Kimi-K3:/data/hf_models/Kimi-K3:ro -v /data/hzy/cache/kimi-dflash-fi0618-situ4460:/cache -e SGLANG_HOST_IP=174.1.60.1 -e PYTHONUNBUFFERED=1 -e HF_HUB_OFFLINE=1 -e TRANSFORMERS_OFFLINE=1 -e GLOO_SOCKET_IFNAME=bond0 -e NCCL_SOCKET_IFNAME=bond1 -e NCCL_IB_HCA=mlx5_0\,mlx5_1\,mlx5_2\,mlx5_3 -e NCCL_IB_GID_INDEX=3 -e NCCL_IB_TIMEOUT=22 -e NCCL_IB_RETRY_CNT=7 -e NCCL_CUMEM_ENABLE=1 -e NCCL_DEBUG=WARN -e NCCL_DEBUG_SUBSYS=INIT\,ENV -e PYTORCH_CUDA_ALLOC_CONF=expandable_segments:True -e SGLANG_ENABLE_TP_MEMORY_INBALANCE_CHECK=0 -e SGLANG_MOE_FUSED_GATE_RADIX=1 -e FLASHINFER_WORKSPACE_BASE=/cache -e FLASHINFER_CUDA_ARCH_LIST=12.0f -e SGLANG_CACHE_DIR=/cache -e XDG_CACHE_HOME=/cache -e TRITON_CACHE_DIR=/cache/triton -e TORCH_EXTENSIONS_DIR=/cache/torch_extensions -e CUDA_CACHE_PATH=/cache/cuda -e TMPDIR=/cache/tmp -e MAX_JOBS=4 --entrypoint python3 local/sglang:kimi-k3-pp-dflash-33863-fi0618-situ4460-kvbounds1 -m sglang.launch_server --model-path /data/hf_models/Kimi-K3 --served-model-name kimi-k3 --trust-remote-code --tp-size 32 --pp-size 1 --ep-size 4 --nnodes 4 --node-rank 0 --dist-init-addr 174.1.60.1:20000 --moe-runner-backend flashinfer_mxfp4 --moe-a2a-backend none --kv-cache-dtype bfloat16 --chunked-prefill-size 8192 --page-size 64 --mem-fraction-static 0.86 --mamba-full-memory-ratio 0.21 --mamba-radix-cache-strategy extra_buffer_lazy --disable-radix-cache --max-running-requests 8 --cuda-graph-max-bs-decode 8 --dist-timeout 3600 --enable-metrics --enable-request-time-stats-logging --host 0.0.0.0 --port 30000 diff --git a/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/results/dp2-tp32-final-20260902-123051/commands/a_1.cmd.txt b/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/results/dp2-tp32-final-20260902-123051/commands/a_1.cmd.txt new file mode 100644 index 0000000..1686a56 --- /dev/null +++ b/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/results/dp2-tp32-final-20260902-123051/commands/a_1.cmd.txt @@ -0,0 +1 @@ +docker run -d --name kimi3_pro6000_dp2_nospec_ab_tp32_a_1 --gpus all --network host --ipc=host --shm-size 32g --ulimit memlock=-1 --device /dev/infiniband -v /data/hf_models/Kimi-K3:/data/hf_models/Kimi-K3:ro -v /data/hzy/cache/kimi-dflash-fi0618-situ4460:/cache -e SGLANG_HOST_IP=174.1.60.2 -e PYTHONUNBUFFERED=1 -e HF_HUB_OFFLINE=1 -e TRANSFORMERS_OFFLINE=1 -e GLOO_SOCKET_IFNAME=bond0 -e NCCL_SOCKET_IFNAME=bond1 -e NCCL_IB_HCA=mlx5_0\,mlx5_1\,mlx5_2\,mlx5_3 -e NCCL_IB_GID_INDEX=3 -e NCCL_IB_TIMEOUT=22 -e NCCL_IB_RETRY_CNT=7 -e NCCL_CUMEM_ENABLE=1 -e NCCL_DEBUG=WARN -e NCCL_DEBUG_SUBSYS=INIT\,ENV -e PYTORCH_CUDA_ALLOC_CONF=expandable_segments:True -e SGLANG_ENABLE_TP_MEMORY_INBALANCE_CHECK=0 -e SGLANG_MOE_FUSED_GATE_RADIX=1 -e FLASHINFER_WORKSPACE_BASE=/cache -e FLASHINFER_CUDA_ARCH_LIST=12.0f -e SGLANG_CACHE_DIR=/cache -e XDG_CACHE_HOME=/cache -e TRITON_CACHE_DIR=/cache/triton -e TORCH_EXTENSIONS_DIR=/cache/torch_extensions -e CUDA_CACHE_PATH=/cache/cuda -e TMPDIR=/cache/tmp -e MAX_JOBS=4 --entrypoint python3 local/sglang:kimi-k3-pp-dflash-33863-fi0618-situ4460-kvbounds1 -m sglang.launch_server --model-path /data/hf_models/Kimi-K3 --served-model-name kimi-k3 --trust-remote-code --tp-size 32 --pp-size 1 --ep-size 4 --nnodes 4 --node-rank 1 --dist-init-addr 174.1.60.1:20000 --moe-runner-backend flashinfer_mxfp4 --moe-a2a-backend none --kv-cache-dtype bfloat16 --chunked-prefill-size 8192 --page-size 64 --mem-fraction-static 0.86 --mamba-full-memory-ratio 0.21 --mamba-radix-cache-strategy extra_buffer_lazy --disable-radix-cache --max-running-requests 8 --cuda-graph-max-bs-decode 8 --dist-timeout 3600 --enable-metrics --enable-request-time-stats-logging --host 0.0.0.0 --port 30000 diff --git a/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/results/dp2-tp32-final-20260902-123051/commands/a_2.cmd.txt b/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/results/dp2-tp32-final-20260902-123051/commands/a_2.cmd.txt new file mode 100644 index 0000000..4cd9b9c --- /dev/null +++ b/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/results/dp2-tp32-final-20260902-123051/commands/a_2.cmd.txt @@ -0,0 +1 @@ +docker run -d --name kimi3_pro6000_dp2_nospec_ab_tp32_a_2 --gpus all --network host --ipc=host --shm-size 32g --ulimit memlock=-1 --device /dev/infiniband -v /data/hf_models/Kimi-K3:/data/hf_models/Kimi-K3:ro -v /data/hzy/cache/kimi-dflash-fi0618-situ4460:/cache -e SGLANG_HOST_IP=174.1.60.3 -e PYTHONUNBUFFERED=1 -e HF_HUB_OFFLINE=1 -e TRANSFORMERS_OFFLINE=1 -e GLOO_SOCKET_IFNAME=bond0 -e NCCL_SOCKET_IFNAME=bond1 -e NCCL_IB_HCA=mlx5_0\,mlx5_1\,mlx5_2\,mlx5_3 -e NCCL_IB_GID_INDEX=3 -e NCCL_IB_TIMEOUT=22 -e NCCL_IB_RETRY_CNT=7 -e NCCL_CUMEM_ENABLE=1 -e NCCL_DEBUG=WARN -e NCCL_DEBUG_SUBSYS=INIT\,ENV -e PYTORCH_CUDA_ALLOC_CONF=expandable_segments:True -e SGLANG_ENABLE_TP_MEMORY_INBALANCE_CHECK=0 -e SGLANG_MOE_FUSED_GATE_RADIX=1 -e FLASHINFER_WORKSPACE_BASE=/cache -e FLASHINFER_CUDA_ARCH_LIST=12.0f -e SGLANG_CACHE_DIR=/cache -e XDG_CACHE_HOME=/cache -e TRITON_CACHE_DIR=/cache/triton -e TORCH_EXTENSIONS_DIR=/cache/torch_extensions -e CUDA_CACHE_PATH=/cache/cuda -e TMPDIR=/cache/tmp -e MAX_JOBS=4 --entrypoint python3 local/sglang:kimi-k3-pp-dflash-33863-fi0618-situ4460-kvbounds1 -m sglang.launch_server --model-path /data/hf_models/Kimi-K3 --served-model-name kimi-k3 --trust-remote-code --tp-size 32 --pp-size 1 --ep-size 4 --nnodes 4 --node-rank 2 --dist-init-addr 174.1.60.1:20000 --moe-runner-backend flashinfer_mxfp4 --moe-a2a-backend none --kv-cache-dtype bfloat16 --chunked-prefill-size 8192 --page-size 64 --mem-fraction-static 0.86 --mamba-full-memory-ratio 0.21 --mamba-radix-cache-strategy extra_buffer_lazy --disable-radix-cache --max-running-requests 8 --cuda-graph-max-bs-decode 8 --dist-timeout 3600 --enable-metrics --enable-request-time-stats-logging --host 0.0.0.0 --port 30000 diff --git a/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/results/dp2-tp32-final-20260902-123051/commands/a_3.cmd.txt b/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/results/dp2-tp32-final-20260902-123051/commands/a_3.cmd.txt new file mode 100644 index 0000000..443bc8c --- /dev/null +++ b/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/results/dp2-tp32-final-20260902-123051/commands/a_3.cmd.txt @@ -0,0 +1 @@ +docker run -d --name kimi3_pro6000_dp2_nospec_ab_tp32_a_3 --gpus all --network host --ipc=host --shm-size 32g --ulimit memlock=-1 --device /dev/infiniband -v /data/hf_models/Kimi-K3:/data/hf_models/Kimi-K3:ro -v /data/hzy/cache/kimi-dflash-fi0618-situ4460:/cache -e SGLANG_HOST_IP=174.1.60.4 -e PYTHONUNBUFFERED=1 -e HF_HUB_OFFLINE=1 -e TRANSFORMERS_OFFLINE=1 -e GLOO_SOCKET_IFNAME=bond0 -e NCCL_SOCKET_IFNAME=bond1 -e NCCL_IB_HCA=mlx5_0\,mlx5_1\,mlx5_2\,mlx5_3 -e NCCL_IB_GID_INDEX=3 -e NCCL_IB_TIMEOUT=22 -e NCCL_IB_RETRY_CNT=7 -e NCCL_CUMEM_ENABLE=1 -e NCCL_DEBUG=WARN -e NCCL_DEBUG_SUBSYS=INIT\,ENV -e PYTORCH_CUDA_ALLOC_CONF=expandable_segments:True -e SGLANG_ENABLE_TP_MEMORY_INBALANCE_CHECK=0 -e SGLANG_MOE_FUSED_GATE_RADIX=1 -e FLASHINFER_WORKSPACE_BASE=/cache -e FLASHINFER_CUDA_ARCH_LIST=12.0f -e SGLANG_CACHE_DIR=/cache -e XDG_CACHE_HOME=/cache -e TRITON_CACHE_DIR=/cache/triton -e TORCH_EXTENSIONS_DIR=/cache/torch_extensions -e CUDA_CACHE_PATH=/cache/cuda -e TMPDIR=/cache/tmp -e MAX_JOBS=4 --entrypoint python3 local/sglang:kimi-k3-pp-dflash-33863-fi0618-situ4460-kvbounds1 -m sglang.launch_server --model-path /data/hf_models/Kimi-K3 --served-model-name kimi-k3 --trust-remote-code --tp-size 32 --pp-size 1 --ep-size 4 --nnodes 4 --node-rank 3 --dist-init-addr 174.1.60.1:20000 --moe-runner-backend flashinfer_mxfp4 --moe-a2a-backend none --kv-cache-dtype bfloat16 --chunked-prefill-size 8192 --page-size 64 --mem-fraction-static 0.86 --mamba-full-memory-ratio 0.21 --mamba-radix-cache-strategy extra_buffer_lazy --disable-radix-cache --max-running-requests 8 --cuda-graph-max-bs-decode 8 --dist-timeout 3600 --enable-metrics --enable-request-time-stats-logging --host 0.0.0.0 --port 30000 diff --git a/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/results/dp2-tp32-final-20260902-123051/commands/b_0.cmd.txt b/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/results/dp2-tp32-final-20260902-123051/commands/b_0.cmd.txt new file mode 100644 index 0000000..d5da934 --- /dev/null +++ b/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/results/dp2-tp32-final-20260902-123051/commands/b_0.cmd.txt @@ -0,0 +1 @@ +docker run -d --name kimi3_pro6000_dp2_nospec_ab_tp32_b_0 --gpus all --network host --ipc=host --shm-size 32g --ulimit memlock=-1 --device /dev/infiniband -v /data/hf_models/Kimi-K3:/data/hf_models/Kimi-K3:ro -v /data/hzy/cache/kimi-dflash-fi0618-situ4460:/cache -e SGLANG_HOST_IP=174.1.60.5 -e PYTHONUNBUFFERED=1 -e HF_HUB_OFFLINE=1 -e TRANSFORMERS_OFFLINE=1 -e GLOO_SOCKET_IFNAME=bond0 -e NCCL_SOCKET_IFNAME=bond1 -e NCCL_IB_HCA=mlx5_0\,mlx5_1\,mlx5_2\,mlx5_3 -e NCCL_IB_GID_INDEX=3 -e NCCL_IB_TIMEOUT=22 -e NCCL_IB_RETRY_CNT=7 -e NCCL_CUMEM_ENABLE=1 -e NCCL_DEBUG=WARN -e NCCL_DEBUG_SUBSYS=INIT\,ENV -e PYTORCH_CUDA_ALLOC_CONF=expandable_segments:True -e SGLANG_ENABLE_TP_MEMORY_INBALANCE_CHECK=0 -e SGLANG_MOE_FUSED_GATE_RADIX=1 -e FLASHINFER_WORKSPACE_BASE=/cache -e FLASHINFER_CUDA_ARCH_LIST=12.0f -e SGLANG_CACHE_DIR=/cache -e XDG_CACHE_HOME=/cache -e TRITON_CACHE_DIR=/cache/triton -e TORCH_EXTENSIONS_DIR=/cache/torch_extensions -e CUDA_CACHE_PATH=/cache/cuda -e TMPDIR=/cache/tmp -e MAX_JOBS=4 --entrypoint python3 local/sglang:kimi-k3-pp-dflash-33863-fi0618-situ4460-kvbounds1 -m sglang.launch_server --model-path /data/hf_models/Kimi-K3 --served-model-name kimi-k3 --trust-remote-code --tp-size 32 --pp-size 1 --ep-size 4 --nnodes 4 --node-rank 0 --dist-init-addr 174.1.60.5:20000 --moe-runner-backend flashinfer_mxfp4 --moe-a2a-backend none --kv-cache-dtype bfloat16 --chunked-prefill-size 8192 --page-size 64 --mem-fraction-static 0.86 --mamba-full-memory-ratio 0.21 --mamba-radix-cache-strategy extra_buffer_lazy --disable-radix-cache --max-running-requests 8 --cuda-graph-max-bs-decode 8 --dist-timeout 3600 --enable-metrics --enable-request-time-stats-logging --host 0.0.0.0 --port 30000 diff --git a/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/results/dp2-tp32-final-20260902-123051/commands/b_1.cmd.txt b/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/results/dp2-tp32-final-20260902-123051/commands/b_1.cmd.txt new file mode 100644 index 0000000..e3e1e6b --- /dev/null +++ b/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/results/dp2-tp32-final-20260902-123051/commands/b_1.cmd.txt @@ -0,0 +1 @@ +docker run -d --name kimi3_pro6000_dp2_nospec_ab_tp32_b_1 --gpus all --network host --ipc=host --shm-size 32g --ulimit memlock=-1 --device /dev/infiniband -v /data/hf_models/Kimi-K3:/data/hf_models/Kimi-K3:ro -v /data/hzy/cache/kimi-dflash-fi0618-situ4460:/cache -e SGLANG_HOST_IP=174.1.60.6 -e PYTHONUNBUFFERED=1 -e HF_HUB_OFFLINE=1 -e TRANSFORMERS_OFFLINE=1 -e GLOO_SOCKET_IFNAME=bond0 -e NCCL_SOCKET_IFNAME=bond1 -e NCCL_IB_HCA=mlx5_0\,mlx5_1\,mlx5_2\,mlx5_3 -e NCCL_IB_GID_INDEX=3 -e NCCL_IB_TIMEOUT=22 -e NCCL_IB_RETRY_CNT=7 -e NCCL_CUMEM_ENABLE=1 -e NCCL_DEBUG=WARN -e NCCL_DEBUG_SUBSYS=INIT\,ENV -e PYTORCH_CUDA_ALLOC_CONF=expandable_segments:True -e SGLANG_ENABLE_TP_MEMORY_INBALANCE_CHECK=0 -e SGLANG_MOE_FUSED_GATE_RADIX=1 -e FLASHINFER_WORKSPACE_BASE=/cache -e FLASHINFER_CUDA_ARCH_LIST=12.0f -e SGLANG_CACHE_DIR=/cache -e XDG_CACHE_HOME=/cache -e TRITON_CACHE_DIR=/cache/triton -e TORCH_EXTENSIONS_DIR=/cache/torch_extensions -e CUDA_CACHE_PATH=/cache/cuda -e TMPDIR=/cache/tmp -e MAX_JOBS=4 --entrypoint python3 local/sglang:kimi-k3-pp-dflash-33863-fi0618-situ4460-kvbounds1 -m sglang.launch_server --model-path /data/hf_models/Kimi-K3 --served-model-name kimi-k3 --trust-remote-code --tp-size 32 --pp-size 1 --ep-size 4 --nnodes 4 --node-rank 1 --dist-init-addr 174.1.60.5:20000 --moe-runner-backend flashinfer_mxfp4 --moe-a2a-backend none --kv-cache-dtype bfloat16 --chunked-prefill-size 8192 --page-size 64 --mem-fraction-static 0.86 --mamba-full-memory-ratio 0.21 --mamba-radix-cache-strategy extra_buffer_lazy --disable-radix-cache --max-running-requests 8 --cuda-graph-max-bs-decode 8 --dist-timeout 3600 --enable-metrics --enable-request-time-stats-logging --host 0.0.0.0 --port 30000 diff --git a/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/results/dp2-tp32-final-20260902-123051/commands/b_2.cmd.txt b/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/results/dp2-tp32-final-20260902-123051/commands/b_2.cmd.txt new file mode 100644 index 0000000..e6d7efa --- /dev/null +++ b/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/results/dp2-tp32-final-20260902-123051/commands/b_2.cmd.txt @@ -0,0 +1 @@ +docker run -d --name kimi3_pro6000_dp2_nospec_ab_tp32_b_2 --gpus all --network host --ipc=host --shm-size 32g --ulimit memlock=-1 --device /dev/infiniband -v /data/hf_models/Kimi-K3:/data/hf_models/Kimi-K3:ro -v /data/hzy/cache/kimi-dflash-fi0618-situ4460:/cache -e SGLANG_HOST_IP=174.1.60.7 -e PYTHONUNBUFFERED=1 -e HF_HUB_OFFLINE=1 -e TRANSFORMERS_OFFLINE=1 -e GLOO_SOCKET_IFNAME=bond0 -e NCCL_SOCKET_IFNAME=bond1 -e NCCL_IB_HCA=mlx5_0\,mlx5_1\,mlx5_2\,mlx5_3 -e NCCL_IB_GID_INDEX=3 -e NCCL_IB_TIMEOUT=22 -e NCCL_IB_RETRY_CNT=7 -e NCCL_CUMEM_ENABLE=1 -e NCCL_DEBUG=WARN -e NCCL_DEBUG_SUBSYS=INIT\,ENV -e PYTORCH_CUDA_ALLOC_CONF=expandable_segments:True -e SGLANG_ENABLE_TP_MEMORY_INBALANCE_CHECK=0 -e SGLANG_MOE_FUSED_GATE_RADIX=1 -e FLASHINFER_WORKSPACE_BASE=/cache -e FLASHINFER_CUDA_ARCH_LIST=12.0f -e SGLANG_CACHE_DIR=/cache -e XDG_CACHE_HOME=/cache -e TRITON_CACHE_DIR=/cache/triton -e TORCH_EXTENSIONS_DIR=/cache/torch_extensions -e CUDA_CACHE_PATH=/cache/cuda -e TMPDIR=/cache/tmp -e MAX_JOBS=4 --entrypoint python3 local/sglang:kimi-k3-pp-dflash-33863-fi0618-situ4460-kvbounds1 -m sglang.launch_server --model-path /data/hf_models/Kimi-K3 --served-model-name kimi-k3 --trust-remote-code --tp-size 32 --pp-size 1 --ep-size 4 --nnodes 4 --node-rank 2 --dist-init-addr 174.1.60.5:20000 --moe-runner-backend flashinfer_mxfp4 --moe-a2a-backend none --kv-cache-dtype bfloat16 --chunked-prefill-size 8192 --page-size 64 --mem-fraction-static 0.86 --mamba-full-memory-ratio 0.21 --mamba-radix-cache-strategy extra_buffer_lazy --disable-radix-cache --max-running-requests 8 --cuda-graph-max-bs-decode 8 --dist-timeout 3600 --enable-metrics --enable-request-time-stats-logging --host 0.0.0.0 --port 30000 diff --git a/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/results/dp2-tp32-final-20260902-123051/commands/b_3.cmd.txt b/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/results/dp2-tp32-final-20260902-123051/commands/b_3.cmd.txt new file mode 100644 index 0000000..5ffa9dc --- /dev/null +++ b/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/results/dp2-tp32-final-20260902-123051/commands/b_3.cmd.txt @@ -0,0 +1 @@ +docker run -d --name kimi3_pro6000_dp2_nospec_ab_tp32_b_3 --gpus all --network host --ipc=host --shm-size 32g --ulimit memlock=-1 --device /dev/infiniband -v /data/hf_models/Kimi-K3:/data/hf_models/Kimi-K3:ro -v /data/hzy/cache/kimi-dflash-fi0618-situ4460:/cache -e SGLANG_HOST_IP=174.1.60.8 -e PYTHONUNBUFFERED=1 -e HF_HUB_OFFLINE=1 -e TRANSFORMERS_OFFLINE=1 -e GLOO_SOCKET_IFNAME=bond0 -e NCCL_SOCKET_IFNAME=bond1 -e NCCL_IB_HCA=mlx5_0\,mlx5_1\,mlx5_2\,mlx5_3 -e NCCL_IB_GID_INDEX=3 -e NCCL_IB_TIMEOUT=22 -e NCCL_IB_RETRY_CNT=7 -e NCCL_CUMEM_ENABLE=1 -e NCCL_DEBUG=WARN -e NCCL_DEBUG_SUBSYS=INIT\,ENV -e PYTORCH_CUDA_ALLOC_CONF=expandable_segments:True -e SGLANG_ENABLE_TP_MEMORY_INBALANCE_CHECK=0 -e SGLANG_MOE_FUSED_GATE_RADIX=1 -e FLASHINFER_WORKSPACE_BASE=/cache -e FLASHINFER_CUDA_ARCH_LIST=12.0f -e SGLANG_CACHE_DIR=/cache -e XDG_CACHE_HOME=/cache -e TRITON_CACHE_DIR=/cache/triton -e TORCH_EXTENSIONS_DIR=/cache/torch_extensions -e CUDA_CACHE_PATH=/cache/cuda -e TMPDIR=/cache/tmp -e MAX_JOBS=4 --entrypoint python3 local/sglang:kimi-k3-pp-dflash-33863-fi0618-situ4460-kvbounds1 -m sglang.launch_server --model-path /data/hf_models/Kimi-K3 --served-model-name kimi-k3 --trust-remote-code --tp-size 32 --pp-size 1 --ep-size 4 --nnodes 4 --node-rank 3 --dist-init-addr 174.1.60.5:20000 --moe-runner-backend flashinfer_mxfp4 --moe-a2a-backend none --kv-cache-dtype bfloat16 --chunked-prefill-size 8192 --page-size 64 --mem-fraction-static 0.86 --mamba-full-memory-ratio 0.21 --mamba-radix-cache-strategy extra_buffer_lazy --disable-radix-cache --max-running-requests 8 --cuda-graph-max-bs-decode 8 --dist-timeout 3600 --enable-metrics --enable-request-time-stats-logging --host 0.0.0.0 --port 30000 diff --git a/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/results/dp2-tp32-final-20260902-123051/commands/benchmark.cmd.txt b/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/results/dp2-tp32-final-20260902-123051/commands/benchmark.cmd.txt new file mode 100644 index 0000000..95830fd --- /dev/null +++ b/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/results/dp2-tp32-final-20260902-123051/commands/benchmark.cmd.txt @@ -0,0 +1 @@ +docker run --rm --network host -v /data:/data -e HF_HUB_OFFLINE=1 -e TRANSFORMERS_OFFLINE=1 --entrypoint python3 local/sglang:kimi-k3-pp-dflash-33863-fi0618-situ4460-kvbounds1 -m sglang.benchmark.serving --backend sglang --host 174.1.60.1 --port 32000 --model /data/hf_models/Kimi-K3 --tokenizer /data/hf_models/Kimi-K3 --dataset-name speed-bench --dataset-path /data/speedbench16k_complete.jsonl --num-prompts 40 --max-concurrency 8 --request-rate 10000 --speed-bench-output-len 512 --temperature 0.0 --top-p 1.0 --seed 42 --warmup-requests 1 --output-details --output-file /data/hzy/sskj/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/results/dp2-tp32-final-20260902-123051/bench/tp32_speedbench16k_c8_o512.jsonl diff --git a/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/results/dp2-tp32-final-20260902-123051/commands/router.cmd.txt b/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/results/dp2-tp32-final-20260902-123051/commands/router.cmd.txt new file mode 100644 index 0000000..a33cbb3 --- /dev/null +++ b/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/results/dp2-tp32-final-20260902-123051/commands/router.cmd.txt @@ -0,0 +1 @@ +docker run -d --name kimi3_pro6000_dp2_nospec_ab_tp32_router_0 --network host --entrypoint python3 local/sglang:kimi-k3-pp-dflash-33863-fi0618-situ4460-kvbounds1 -m sglang_router.launch_router --policy round_robin --worker-urls http://174.1.60.1:30000 http://174.1.60.5:30000 --host 0.0.0.0 --port 32000 diff --git a/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/results/dp2-tp32-final-20260902-123051/commands/warm_a.cmd.txt b/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/results/dp2-tp32-final-20260902-123051/commands/warm_a.cmd.txt new file mode 100644 index 0000000..59bb536 --- /dev/null +++ b/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/results/dp2-tp32-final-20260902-123051/commands/warm_a.cmd.txt @@ -0,0 +1 @@ +docker run --rm --network host -v /data:/data -e HF_HUB_OFFLINE=1 -e TRANSFORMERS_OFFLINE=1 --entrypoint python3 local/sglang:kimi-k3-pp-dflash-33863-fi0618-situ4460-kvbounds1 -m sglang.benchmark.serving --backend sglang --host 174.1.60.1 --port 30000 --model /data/hf_models/Kimi-K3 --tokenizer /data/hf_models/Kimi-K3 --dataset-name speed-bench --dataset-path /data/speedbench16k_complete.jsonl --num-prompts 1 --max-concurrency 8 --request-rate 10000 --speed-bench-output-len 1 --temperature 0.0 --top-p 1.0 --seed 42 --warmup-requests 0 --output-details --output-file /data/hzy/sskj/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/results/dp2-tp32-final-20260902-123051/bench/warm_a.jsonl diff --git a/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/results/dp2-tp32-final-20260902-123051/commands/warm_b.cmd.txt b/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/results/dp2-tp32-final-20260902-123051/commands/warm_b.cmd.txt new file mode 100644 index 0000000..572b90e --- /dev/null +++ b/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/results/dp2-tp32-final-20260902-123051/commands/warm_b.cmd.txt @@ -0,0 +1 @@ +docker run --rm --network host -v /data:/data -e HF_HUB_OFFLINE=1 -e TRANSFORMERS_OFFLINE=1 --entrypoint python3 local/sglang:kimi-k3-pp-dflash-33863-fi0618-situ4460-kvbounds1 -m sglang.benchmark.serving --backend sglang --host 174.1.60.5 --port 30000 --model /data/hf_models/Kimi-K3 --tokenizer /data/hf_models/Kimi-K3 --dataset-name speed-bench --dataset-path /data/speedbench16k_complete.jsonl --num-prompts 1 --max-concurrency 8 --request-rate 10000 --speed-bench-output-len 1 --temperature 0.0 --top-p 1.0 --seed 42 --warmup-requests 0 --output-details --output-file /data/hzy/sskj/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/results/dp2-tp32-final-20260902-123051/bench/warm_b.jsonl diff --git a/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/results/dp2-tp32-final-20260902-123051/metadata/input_sha256.txt b/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/results/dp2-tp32-final-20260902-123051/metadata/input_sha256.txt new file mode 100644 index 0000000..348f7fe --- /dev/null +++ b/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/results/dp2-tp32-final-20260902-123051/metadata/input_sha256.txt @@ -0,0 +1,3 @@ +2af605e738d3a9b3f17310d54a81e81f1342b76eeeb12da7cd3f65abf6e0764f /data/speedbench16k_complete.jsonl +976aca142cb6183e0ed8f0fdd9395643233ce6ab9837e152f086b97c9bcfdf40 /data/hzy/sskj/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/run_dp2_nospec_ab.sh +28f994273a0f8b9d7ad0a3393400547c7f25cd369babc391d4a1f9553e7bcb9b /data/hzy/sskj/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/config.env diff --git a/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/results/dp2-tp32-final-20260902-123051/metadata/manifest.env b/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/results/dp2-tp32-final-20260902-123051/metadata/manifest.env new file mode 100644 index 0000000..aa7f8e7 --- /dev/null +++ b/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/results/dp2-tp32-final-20260902-123051/metadata/manifest.env @@ -0,0 +1,11 @@ +RUN_ID=dp2-tp32-final-20260902-123051 +MODE=tp32 +TP_SIZE=32 +PP_SIZE=1 +EP_SIZE=4 +IMAGE=local/sglang:kimi-k3-pp-dflash-33863-fi0618-situ4460-kvbounds1 +CHUNK_SIZE=8192 +KV_DTYPE=bfloat16 +NUM_PROMPTS=40 +OUTPUT_LEN=512 +CONCURRENCY=8 diff --git a/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/results/dp2-tp32-final-20260902-123051/metadata/preflight.txt b/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/results/dp2-tp32-final-20260902-123051/metadata/preflight.txt new file mode 100644 index 0000000..a4f2334 --- /dev/null +++ b/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/results/dp2-tp32-final-20260902-123051/metadata/preflight.txt @@ -0,0 +1,8 @@ +174.1.60.1 sha256:7aa2be2d7af6cb11fea6d0c00d9bcd323ec986095dc9c4d3c997cff15ccb3b3f +174.1.60.2 sha256:7aa2be2d7af6cb11fea6d0c00d9bcd323ec986095dc9c4d3c997cff15ccb3b3f +174.1.60.3 sha256:7aa2be2d7af6cb11fea6d0c00d9bcd323ec986095dc9c4d3c997cff15ccb3b3f +174.1.60.4 sha256:7aa2be2d7af6cb11fea6d0c00d9bcd323ec986095dc9c4d3c997cff15ccb3b3f +174.1.60.5 sha256:7aa2be2d7af6cb11fea6d0c00d9bcd323ec986095dc9c4d3c997cff15ccb3b3f +174.1.60.6 sha256:7aa2be2d7af6cb11fea6d0c00d9bcd323ec986095dc9c4d3c997cff15ccb3b3f +174.1.60.7 sha256:7aa2be2d7af6cb11fea6d0c00d9bcd323ec986095dc9c4d3c997cff15ccb3b3f +174.1.60.8 sha256:7aa2be2d7af6cb11fea6d0c00d9bcd323ec986095dc9c4d3c997cff15ccb3b3f diff --git a/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/run_dp2_nospec_ab.sh b/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/run_dp2_nospec_ab.sh new file mode 100755 index 0000000..ffe48d8 --- /dev/null +++ b/experiments/pro6000/kimi3_pro6000_dp2_nospec_ab/run_dp2_nospec_ab.sh @@ -0,0 +1,317 @@ +#!/usr/bin/env bash +set -Eeuo pipefail + +SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)" +source "${SCRIPT_DIR}/config.env" + +ACTION="${1:-status}" +MODE="${2:-tp32}" +DRY_RUN="${DRY_RUN:-0}" +[[ "$MODE" == tp32 || "$MODE" == pp8 ]] || { + echo "MODE must be tp32 or pp8" >&2 + exit 2 +} + +if [[ "$MODE" == tp32 ]]; then + TP_SIZE=32 + PP_SIZE=1 + MEM_FRACTION=0.86 + MAMBA_RATIO=0.21 +else + TP_SIZE=4 + PP_SIZE=8 + MEM_FRACTION=0.84 + MAMBA_RATIO=0.36 +fi + +RUN_ID="${RUN_ID:-${EXPERIMENT_BASE}-${MODE}-$(date +%Y%m%d-%H%M%S)}" +[[ "$RUN_ID" =~ ^[a-zA-Z0-9_.-]+$ ]] || exit 2 +RESULT_ROOT="${SCRIPT_DIR}/results/${RUN_ID}" +SUDO_PASSWORD_FILE="${SUDO_PASSWORD_FILE:-/data/hzy/.sudo_password}" +ALL_NODES=("${REPLICA_A_NODES[@]}" "${REPLICA_B_NODES[@]}") +mkdir -p "${RESULT_ROOT}"/{bench,commands,logs,metadata} + +remote() { + local host="$1" command + shift + if [[ "$host" == "${REPLICA_A_NODES[0]}" ]]; then + "$@" + else + printf -v command '%q ' "$@" + ssh "${SSH_OPTIONS[@]}" "${SSH_USER}@${host}" "$command" + fi +} + +root() { + local host="$1" password command + shift + IFS= read -r password <"$SUDO_PASSWORD_FILE" + if [[ "$host" == "${REPLICA_A_NODES[0]}" ]]; then + printf '%s\n' "$password" | sudo -S -p '' -- "$@" + else + printf -v command '%q ' "$@" + printf '%s\n' "$password" | ssh "${SSH_OPTIONS[@]}" \ + "${SSH_USER}@${host}" "sudo -S -p '' -- ${command}" + fi +} + +container_name() { + printf '%s_%s_%s_%s' "$EXPERIMENT_BASE" "$MODE" "$1" "$2" +} + +record_command() { + local key="$1" + shift + { + printf '%q' "$1" + shift + printf ' %q' "$@" + printf '\n' + } >"${RESULT_ROOT}/commands/${key}.cmd.txt" +} + +emit() { + local key="$1" host="$2" + shift 2 + record_command "$key" "$@" + printf '%s %s: ' "$key" "$host" + cat "${RESULT_ROOT}/commands/${key}.cmd.txt" + [[ "$DRY_RUN" == 1 ]] || root "$host" "$@" +} + +build_server_command() { + local replica="$1" rank="$2" host head + if [[ "$replica" == a ]]; then + host="${REPLICA_A_NODES[$rank]}" + head="${REPLICA_A_NODES[0]}" + else + host="${REPLICA_B_NODES[$rank]}" + head="${REPLICA_B_NODES[0]}" + fi + HOST="$host" + CMD=(docker run -d --name "$(container_name "$replica" "$rank")" + --gpus all --network host --ipc=host --shm-size 32g + --ulimit memlock=-1 --device /dev/infiniband + -v "${MODEL_PATH}:${MODEL_PATH}:ro" + -v "${JIT_CACHE}:/cache" + -e "SGLANG_HOST_IP=${host}" -e PYTHONUNBUFFERED=1 + -e HF_HUB_OFFLINE=1 -e TRANSFORMERS_OFFLINE=1 + -e GLOO_SOCKET_IFNAME=bond0 -e NCCL_SOCKET_IFNAME=bond1 + -e "NCCL_IB_HCA=${IB_DEVICES}" -e NCCL_IB_GID_INDEX=3 + -e NCCL_IB_TIMEOUT=22 -e NCCL_IB_RETRY_CNT=7 -e NCCL_CUMEM_ENABLE=1 + -e "NCCL_DEBUG=${NCCL_DEBUG_LEVEL}" -e NCCL_DEBUG_SUBSYS=INIT,ENV + -e PYTORCH_CUDA_ALLOC_CONF=expandable_segments:True + -e SGLANG_ENABLE_TP_MEMORY_INBALANCE_CHECK=0 + -e SGLANG_MOE_FUSED_GATE_RADIX=1 + -e FLASHINFER_WORKSPACE_BASE=/cache -e FLASHINFER_CUDA_ARCH_LIST=12.0f + -e SGLANG_CACHE_DIR=/cache -e XDG_CACHE_HOME=/cache + -e TRITON_CACHE_DIR=/cache/triton -e TORCH_EXTENSIONS_DIR=/cache/torch_extensions + -e CUDA_CACHE_PATH=/cache/cuda -e TMPDIR=/cache/tmp -e MAX_JOBS=4 + --entrypoint python3 "$IMAGE" -m sglang.launch_server + --model-path "$MODEL_PATH" --served-model-name kimi-k3 --trust-remote-code + --tp-size "$TP_SIZE" --pp-size "$PP_SIZE" --ep-size "$EP_SIZE" + --nnodes 4 --node-rank "$rank" --dist-init-addr "${head}:${DIST_PORT}" + --moe-runner-backend flashinfer_mxfp4 --moe-a2a-backend none + --kv-cache-dtype "$KV_DTYPE" + --chunked-prefill-size "$CHUNK_SIZE" --page-size "$PAGE_SIZE" + --mem-fraction-static "$MEM_FRACTION" + --mamba-full-memory-ratio "$MAMBA_RATIO" + --mamba-radix-cache-strategy extra_buffer_lazy --disable-radix-cache + --max-running-requests "$MAX_RUNNING_REQUESTS" + --cuda-graph-max-bs-decode "$CUDA_GRAPH_MAX_BS" + --dist-timeout 3600 --enable-metrics --enable-request-time-stats-logging + --host 0.0.0.0 --port "$SERVER_PORT") +} + +preflight() { + local host image reference="" gpu ports + for host in "${ALL_NODES[@]}"; do + image="$(root "$host" docker image inspect --format '{{.Id}}' "$IMAGE")" + [[ -z "$reference" ]] && reference="$image" + [[ "$image" == "$reference" ]] || { + echo "image mismatch: $host" >&2 + return 1 + } + remote "$host" test -r "${MODEL_PATH}/config.json" + remote "$host" test -e /dev/infiniband/uverbs0 + root "$host" mkdir -p "${JIT_CACHE}/tmp" + gpu="$(remote "$host" nvidia-smi --query-compute-apps=pid --format=csv,noheader)" + [[ -z "$gpu" ]] || { + echo "GPU occupied: $host $gpu" >&2 + return 1 + } + ports=("$SERVER_PORT" "$DIST_PORT") + [[ "$host" == "${REPLICA_A_NODES[0]}" ]] && ports+=("$ROUTER_PORT") + remote "$host" python3 -c 'import socket,sys +for p in map(int,sys.argv[1:]): + with socket.socket() as s: + s.setsockopt(socket.SOL_SOCKET,socket.SO_REUSEADDR,1) + try: + s.bind(("0.0.0.0",p)); s.listen(1) + except OSError as exc: + raise SystemExit(f"TCP port {p} unavailable: {exc}")' "${ports[@]}" + printf '%s %s\n' "$host" "$image" + done >"${RESULT_ROOT}/metadata/preflight.txt" + test -r "$SPEED_BENCH_DATASET" + sha256sum "$SPEED_BENCH_DATASET" "${SCRIPT_DIR}"/*.sh \ + "${SCRIPT_DIR}/config.env" >"${RESULT_ROOT}/metadata/input_sha256.txt" + { + printf 'RUN_ID=%s\nMODE=%s\n' "$RUN_ID" "$MODE" + printf 'TP_SIZE=%s\nPP_SIZE=%s\nEP_SIZE=%s\n' "$TP_SIZE" "$PP_SIZE" "$EP_SIZE" + printf 'IMAGE=%s\nCHUNK_SIZE=%s\nKV_DTYPE=%s\n' "$IMAGE" "$CHUNK_SIZE" "$KV_DTYPE" + printf 'NUM_PROMPTS=%s\nOUTPUT_LEN=%s\nCONCURRENCY=%s\n' \ + "$NUM_PROMPTS" "$OUTPUT_LEN" "$CONCURRENCY" + } >"${RESULT_ROOT}/metadata/manifest.env" +} + +wait_health() { + local host="$1" deadline=$((SECONDS + HEALTH_WAIT_S)) replica rank running + [[ "$DRY_RUN" == 1 ]] && return 0 + while (( SECONDS < deadline )); do + curl -fsS --max-time 3 "http://${host}:${SERVER_PORT}/health" >/dev/null 2>&1 && return 0 + sleep 5 + done + echo "health timeout: $host:$SERVER_PORT" >&2 + for replica in a b; do + for rank in 0 1 2 3; do + build_server_command "$replica" "$rank" + running="$(root "$HOST" docker inspect --format '{{.State.Running}}' \ + "$(container_name "$replica" "$rank")" 2>/dev/null || true)" + printf '%s %s running=%s\n' "$replica" "$rank" "$running" >&2 + done + done + return 1 +} + +start() { + local replica rank + [[ "$DRY_RUN" == 1 ]] || preflight + for replica in a b; do + for rank in 1 2 3 0; do + build_server_command "$replica" "$rank" + emit "${replica}_${rank}" "$HOST" "${CMD[@]}" + done + if [[ "$replica" == a ]]; then + wait_health "${REPLICA_A_NODES[0]}" + else + wait_health "${REPLICA_B_NODES[0]}" + fi + done + emit router "${REPLICA_A_NODES[0]}" docker run -d \ + --name "$(container_name router 0)" --network host \ + -v "${MODEL_PATH}:${MODEL_PATH}:ro" \ + -e HF_HUB_OFFLINE=1 -e TRANSFORMERS_OFFLINE=1 \ + --entrypoint python3 "$IMAGE" \ + -m sglang_router.launch_router --policy round_robin \ + --worker-urls "http://${REPLICA_A_NODES[0]}:${SERVER_PORT}" \ + "http://${REPLICA_B_NODES[0]}:${SERVER_PORT}" \ + --host 0.0.0.0 --port "$ROUTER_PORT" + [[ "$DRY_RUN" == 1 ]] || { + local deadline=$((SECONDS + 120)) + until curl -fsS --max-time 3 "http://${REPLICA_A_NODES[0]}:${ROUTER_PORT}/health" >/dev/null 2>&1; do + (( SECONDS < deadline )) || return 1 + sleep 2 + done + } +} + +bench_command() { + local host="$1" port="$2" prompts="$3" output_len="$4" warmups="$5" output="$6" + BENCH_CMD=(docker run --rm --network host -v /data:/data + -e HF_HUB_OFFLINE=1 -e TRANSFORMERS_OFFLINE=1 + --entrypoint python3 "$IMAGE" -m sglang.benchmark.serving + --backend sglang --host "$host" --port "$port" + --model "$MODEL_PATH" --tokenizer "$MODEL_PATH" + --dataset-name speed-bench --dataset-path "$SPEED_BENCH_DATASET" + --num-prompts "$prompts" --max-concurrency "$CONCURRENCY" --request-rate 10000 + --speed-bench-output-len "$output_len" + --temperature 0.0 --top-p 1.0 --seed 42 --warmup-requests "$warmups" + --output-details --output-file "$output") +} + +warm_each_replica() { + local replica host output log + for replica in a b; do + [[ "$replica" == a ]] && host="${REPLICA_A_NODES[0]}" || host="${REPLICA_B_NODES[0]}" + output="${RESULT_ROOT}/bench/warm_${replica}.jsonl" + log="${RESULT_ROOT}/bench/warm_${replica}.log" + bench_command "$host" "$SERVER_PORT" 1 1 0 "$output" + record_command "warm_${replica}" "${BENCH_CMD[@]}" + root "${REPLICA_A_NODES[0]}" "${BENCH_CMD[@]}" >"$log" 2>&1 + done +} + +benchmark() { + local output="${RESULT_ROOT}/bench/${MODE}_speedbench16k_c${CONCURRENCY}_o${OUTPUT_LEN}.jsonl" + local log="${RESULT_ROOT}/bench/${MODE}_speedbench16k_c${CONCURRENCY}_o${OUTPUT_LEN}.log" + warm_each_replica + bench_command "${REPLICA_A_NODES[0]}" "$ROUTER_PORT" \ + "$NUM_PROMPTS" "$OUTPUT_LEN" 1 "$output" + record_command benchmark "${BENCH_CMD[@]}" + root "${REPLICA_A_NODES[0]}" "${BENCH_CMD[@]}" >"$log" 2>&1 +} + +logs() { + local replica rank + for replica in a b; do + for rank in 0 1 2 3; do + build_server_command "$replica" "$rank" + root "$HOST" docker logs "$(container_name "$replica" "$rank")" \ + >"${RESULT_ROOT}/logs/${replica}_${rank}.log" 2>&1 || true + done + done + root "${REPLICA_A_NODES[0]}" docker logs "$(container_name router 0)" \ + >"${RESULT_ROOT}/logs/router.log" 2>&1 || true +} + +stop() { + local replica rank + root "${REPLICA_A_NODES[0]}" docker rm -f "$(container_name router 0)" >/dev/null 2>&1 || true + for replica in b a; do + for rank in 0 1 2 3; do + build_server_command "$replica" "$rank" + root "$HOST" docker rm -f "$(container_name "$replica" "$rank")" >/dev/null 2>&1 || true + done + done +} + +on_error() { + local rc=$? + trap - ERR + logs || true + echo "FAILED rc=$rc; containers retained; evidence: $RESULT_ROOT" >&2 + exit "$rc" +} + +if [[ "$DRY_RUN" != 1 ]]; then + ip -o -4 addr show | grep -q " ${REPLICA_A_NODES[0]}/" || { + echo 'Run this entry on 601 only' >&2 + exit 2 + } + trap on_error ERR +fi + +case "$ACTION" in + dry-run) DRY_RUN=1; start ;; + preflight) preflight ;; + start) start ;; + bench) benchmark; logs ;; + logs) logs ;; + stop) stop ;; + status) + for host in "${ALL_NODES[@]}"; do + printf '%s\n' "$host" + root "$host" docker ps --filter "name=${EXPERIMENT_BASE}" --format '{{.Names}} {{.Status}}' + done + ;; + all) + start + benchmark + logs + stop + ;; + *) + echo 'Usage: run_dp2_nospec_ab.sh {dry-run|preflight|start|bench|logs|stop|status|all} {tp32|pp8}' >&2 + exit 2 + ;; +esac