{
 "argv": [
  "/workshop/bench-quant-ladder/coi_quant.py",
  "--arm-id",
  "q-q5_K_M",
  "--model",
  "mistral-nemo:12b-instruct-2407-q5_K_M",
  "--num-ctx",
  "4096",
  "--think",
  "off",
  "--tasks",
  "c,d",
  "--probes",
  "--out",
  "/workshop/bench-quant-ladder/results/tasks/q-q5_K_M"
 ],
 "arm_id": "q-q5_K_M",
 "baseline_rows": [
  {
   "memory_mib": 1.0,
   "sm_mhz": 210.0,
   "temp_c": 29.0,
   "uuid": "<withheld: GPU UUID of board B>",
   "watts": 23.19
  },
  {
   "memory_mib": 1.0,
   "sm_mhz": 210.0,
   "temp_c": 54.0,
   "uuid": "<withheld: GPU UUID of board A>",
   "watts": 27.68
  }
 ],
 "board": "<withheld: GPU UUID of board A>",
 "box": "benchbox",
 "box_class": "gpu-ql3090-24g",
 "box_class_check": "gpu-ql3090-24g",
 "disk_floor": {
  "checked_utc": "2026-10-15T10:46:19Z",
  "filesystems": {
   "ollama model store": {
    "above_floor": true,
    "df_raw": "Avail Mounted on\n32462303232 /",
    "df_rc": 0,
    "free_gib": 30.23,
    "path": "/workshop/bench-quant-ladder/store",
    "readable": true
   },
   "results": {
    "above_floor": true,
    "df_raw": "Avail Mounted on\n32462303232 /",
    "df_rc": 0,
    "free_gib": 30.23,
    "path": "/workshop/bench-quant-ladder/results/tasks/q-q5_K_M",
    "readable": true
   }
  },
  "floor_gib": 20.0,
  "floor_source": "BENCH_STORE_MIN_FREE_GIB -- the same floor pull_bank.check_floors gates its pulls with, read through benchlib.params_value",
  "ok": true,
  "why": "free 30.23 GiB on /workshop/bench-quant-ladder/results/tasks/q-q5_K_M (results); free 30.23 GiB on /workshop/bench-quant-ladder/store (ollama model store) -- all at or above the 20.0 GiB floor"
 },
 "ended": "2026-10-15T10:49:32Z",
 "host": "http://127.0.0.1:withheld-2026-10-16",
 "idle_preload": {
  "board": {
   "cards": [
    "<withheld: GPU UUID of board A>"
   ],
   "joules": 390.77918148756027,
   "mean_watts": 27.874968257284852,
   "peak_watts": 28.03,
   "per_card": {
    "<withheld: GPU UUID of board A>": {
     "joules": 390.77918148756027,
     "mean_watts": 27.874968257284852,
     "min_watts": 27.75,
     "peak_watts": 28.03,
     "samples": 15,
     "seconds": 14.019000053405762
    }
   },
   "samples": 15,
   "seconds": 14.019000053405762
  },
  "wall": {
   "instrument": "wall (UPS ups.realpower, whole box; integer watts; NUT pollinterval 2 s)",
   "joules": 1313.4029948711395,
   "mean_watts": 100.99992310615774,
   "median_s_between_changes": 10.003000020980835,
   "min_watts": 100.0,
   "peak_watts": 102.0,
   "samples": 14,
   "seconds": 13.003999948501587,
   "value_changes": 2
  },
  "window_epoch": [
   1792061185.806,
   1792061199.825
  ]
 },
 "instrument": {
  "benchlib_py": "28adb0c5036dee50b1315bd38827a68ac20007aff14054a98b33fb32c4da3ab8",
  "coi3090_py": "f301e824d8a86faeb49ef6cde1398c5b3b307c5fae63d189b32080dcabd8c058",
  "jev/kit/doorman_planted.json": "4daf059c26a47a84fa3b73630a64ba1a348da72c2e5df7f3c28c007b67da22f7",
  "jev/kit/task_c.json": "61a0b1d6e7cf66fd91992c0c3a4572f6fbae90e6471048fd7dc1eb41ff2d7f39",
  "jev/run.py": "withheld-2026-10-16",
  "run_addenda_py": "a34aca61833ed0c5860c91c7e2e227429e8ea9e2e50fec68d7b7fec15d89acab"
 },
 "limit": null,
 "model": "mistral-nemo:12b-instruct-2407-q5_K_M",
 "num_ctx": 4096,
 "ollama_version": "0.32.13",
 "pin": {
  "api_ps_model": {
   "context_length": 4096,
   "details": {
    "families": [
     "llama"
    ],
    "family": "llama",
    "format": "gguf",
    "parameter_size": "12.2B",
    "parent_model": "",
    "quantization_level": "Q5_K_M"
   },
   "digest": "cf4d8cc50281aec50958585a1e89425a7de658700bb354890f2a2bdad78ff18e",
   "expires_at": "2319-01-25T10:34:02.120363012Z",
   "model": "mistral-nemo:12b-instruct-2407-q5_K_M",
   "name": "mistral-nemo:12b-instruct-2407-q5_K_M",
   "size": 9051108801,
   "size_vram": 9051108801
  },
  "card": "<withheld: GPU UUID of board A>",
  "cards": [
   "<withheld: GPU UUID of board A>"
  ],
  "fit": {
   "growth_bytes": 9373220864.0,
   "ps_size": 9051108801,
   "ps_size_vram": 9051108801,
   "ps_whole": true,
   "rule": "WHOLE when the named board grew by at least 90 %% of the store's bytes for this tag (weights + projector/draft; KV rides on top) AND /api/ps does not report a CPU share; ps alone is corroboration, never the verdict",
   "store_bytes": 8727644109,
   "whole": true
  },
  "floor_mib": 200.0,
  "growth_mib": {
   "<withheld: GPU UUID of board B>": 0.0,
   "<withheld: GPU UUID of board A>": 8939.0
  },
  "memory_after_mib": {
   "<withheld: GPU UUID of board B>": 1.0,
   "<withheld: GPU UUID of board A>": 8940.0
  },
  "named_grew": true,
  "ok": true,
  "others_quiet": true,
  "per_card_grew": {
   "<withheld: GPU UUID of board A>": true
  }
 },
 "postflight": {
  "after_unload": {
   "api_ps": {
    "models": []
   },
   "rows": [
    {
     "memory_mib": 1.0,
     "sm_mhz": 210.0,
     "temp_c": 29.0,
     "uuid": "<withheld: GPU UUID of board B>",
     "watts": 23.07
    },
    {
     "memory_mib": 1.0,
     "sm_mhz": 210.0,
     "temp_c": 60.0,
     "uuid": "<withheld: GPU UUID of board A>",
     "watts": 51.25
    }
   ],
   "stamp": "2026-10-15T10:49:32Z"
  },
  "posture_after": {
   "boards_on_bus": [
    "0, <withheld: GPU UUID of board B>, NVIDIA GeForce RTX 3090, withheld-2026-10-16",
    "1, <withheld: GPU UUID of board A>, NVIDIA GeForce RTX 3090, withheld-2026-10-16"
   ],
   "card": {
    "clocks.max.sm": "2130",
    "clocks.mem": "9501",
    "clocks.sm": "1440",
    "clocks_throttle_reasons.active": "0x0000000000000004",
    "driver_version": "595.84",
    "enforced.power.limit": "300.00",
    "memory.total": "24576",
    "memory.used": "8950",
    "name": "NVIDIA GeForce RTX 3090",
    "pci.bus_id": "withheld-2026-10-16",
    "pcie.link.gen.current": "4",
    "pcie.link.gen.max": "4",
    "pcie.link.width.current": "16",
    "pcie.link.width.max": "16",
    "persistence_mode": "Enabled",
    "power.default_limit": "350.00",
    "power.draw": "199.79",
    "power.limit": "300.00",
    "power.max_limit": "366.00",
    "pstate": "P2",
    "temperature.gpu": "66",
    "utilization.gpu": "94",
    "uuid": "<withheld: GPU UUID of board A>",
    "vbios_version": "94.02.42.C0.10"
   },
   "compute_apps": [
    "<withheld: GPU UUID of board A>, 36280, /usr/local/lib/ollama/llama-server, 8940 MiB"
   ],
   "how": "nvidia-smi -i <uuid>; enforced.power.limit and persistence_mode READ, never typed",
   "stamp": "2026-10-15T10:49:25Z"
  }
 },
 "posture_before": {
  "boards_on_bus": [
   "0, <withheld: GPU UUID of board B>, NVIDIA GeForce RTX 3090, withheld-2026-10-16",
   "1, <withheld: GPU UUID of board A>, NVIDIA GeForce RTX 3090, withheld-2026-10-16"
  ],
  "card": {
   "clocks.max.sm": "2130",
   "clocks.mem": "810",
   "clocks.sm": "225",
   "clocks_throttle_reasons.active": "0x0000000000000001",
   "driver_version": "595.84",
   "enforced.power.limit": "300.00",
   "memory.total": "24576",
   "memory.used": "1",
   "name": "NVIDIA GeForce RTX 3090",
   "pci.bus_id": "withheld-2026-10-16",
   "pcie.link.gen.current": "1",
   "pcie.link.gen.max": "4",
   "pcie.link.width.current": "16",
   "pcie.link.width.max": "16",
   "persistence_mode": "Enabled",
   "power.default_limit": "350.00",
   "power.draw": "34.74",
   "power.limit": "300.00",
   "power.max_limit": "366.00",
   "pstate": "P8",
   "temperature.gpu": "58",
   "utilization.gpu": "0",
   "uuid": "<withheld: GPU UUID of board A>",
   "vbios_version": "94.02.42.C0.10"
  },
  "compute_apps": [],
  "how": "nvidia-smi -i <uuid>; enforced.power.limit and persistence_mode READ, never typed",
  "stamp": "2026-10-15T10:46:19Z"
 },
 "posture_verdict": "300.00 W enforced, persistence Enabled, the named card on the bus (2 board(s)), other boards idle",
 "probes": {
  "decode": {
   "board": {
    "cards": [
     "<withheld: GPU UUID of board A>"
    ],
    "joules": 3219.3730484330654,
    "mean_watts": 268.12468198680614,
    "peak_watts": 301.84,
    "per_card": {
     "<withheld: GPU UUID of board A>": {
      "joules": 3219.3730484330654,
      "mean_watts": 268.12468198680614,
      "min_watts": 147.58,
      "peak_watts": 301.84,
      "samples": 13,
      "seconds": 12.006999969482422
     }
    },
    "samples": 13,
    "seconds": 12.006999969482422
   },
   "num_predict": 256,
   "prompt": "Describe, in about three hundred words, a lighthouse on a rocky coast during a winter storm.",
   "runs": [
    {
     "decode_tok_s": 78.7046203301413,
     "done_reason": "length",
     "eval_count": 256,
     "eval_s": 3.252668,
     "load_s": 0.433409695,
     "prefill_tok_s": 1148.6551163013305,
     "prompt_eval_count": 24,
     "prompt_eval_s": 0.020894,
     "text_head": "In the heart of a winter storm, the lighthouse stands sentinel, a solitary beacon against the relentless fury of the sea",
     "thinking_chars": 0,
     "total_s": 3.753002741
    },
    {
     "decode_tok_s": 78.59127593857478,
     "done_reason": "length",
     "eval_count": 256,
     "eval_s": 3.257359,
     "load_s": 0.420054022,
     "prefill_tok_s": 1827.875095201828,
     "prompt_eval_count": 24,
     "prompt_eval_s": 0.01313,
     "text_head": "In the heart of a winter storm, the lighthouse stands sentinel, a solitary beacon against the relentless fury of the sea",
     "thinking_chars": 0,
     "total_s": 3.718981888
    },
    {
     "decode_tok_s": 78.51233839799254,
     "done_reason": "length",
     "eval_count": 256,
     "eval_s": 3.260634,
     "load_s": 0.439816759,
     "prefill_tok_s": 1879.1105543376134,
     "prompt_eval_count": 24,
     "prompt_eval_s": 0.012772,
     "text_head": "In the heart of a winter storm, the lighthouse stands sentinel, a solitary beacon against the relentless fury of the sea",
     "thinking_chars": 0,
     "total_s": 3.745664615
    }
   ],
   "wall": {
    "instrument": "wall (UPS ups.realpower, whole box; integer watts; NUT pollinterval 2 s)",
    "joules": 4020.833975791931,
    "mean_watts": 365.4971368314598,
    "median_s_between_changes": null,
    "min_watts": 334.0,
    "peak_watts": 411.0,
    "samples": 12,
    "seconds": 11.000999927520752,
    "value_changes": 1
   }
  },
  "prefill": {
   "board": {
    "cards": [
     "<withheld: GPU UUID of board A>"
    ],
    "joules": 2911.8432003688813,
    "mean_watts": 223.7985718794822,
    "peak_watts": 253.5,
    "per_card": {
     "<withheld: GPU UUID of board A>": {
      "joules": 2911.8432003688813,
      "mean_watts": 223.7985718794822,
      "min_watts": 152.04,
      "peak_watts": 253.5,
      "samples": 14,
      "seconds": 13.010999917984009
     }
    },
    "samples": 14,
    "seconds": 13.010999917984009
   },
   "runs": [
    {
     "decode_tok_s": 1000000.0,
     "done_reason": "length",
     "eval_count": 1,
     "eval_s": 1e-06,
     "load_s": 0.434541762,
     "prefill_tok_s": 3126.0505608338367,
     "prompt_eval_count": 2241,
     "prompt_eval_s": 0.716879,
     "text_head": "Under",
     "thinking_chars": 0,
     "total_s": 1.182249181
    },
    {
     "decode_tok_s": 1000000.0,
     "done_reason": "length",
     "eval_count": 1,
     "eval_s": 1e-06,
     "load_s": 0.430909937,
     "prefill_tok_s": 3126.2697416464093,
     "prompt_eval_count": 2239,
     "prompt_eval_s": 0.716189,
     "text_head": "Under",
     "thinking_chars": 0,
     "total_s": 1.396277345
    },
    {
     "decode_tok_s": 1000000.0,
     "done_reason": "length",
     "eval_count": 1,
     "eval_s": 1e-06,
     "load_s": 0.429861455,
     "prefill_tok_s": 3124.5902462567688,
     "prompt_eval_count": 2240,
     "prompt_eval_s": 0.716894,
     "text_head": "Under",
     "thinking_chars": 0,
     "total_s": 1.389282896
    },
    {
     "decode_tok_s": 1000000.0,
     "done_reason": "length",
     "eval_count": 1,
     "eval_s": 1e-06,
     "load_s": 0.41440042,
     "prefill_tok_s": 3130.3934653036413,
     "prompt_eval_count": 2240,
     "prompt_eval_s": 0.715565,
     "text_head": "Under",
     "thinking_chars": 0,
     "total_s": 1.369170801
    },
    {
     "decode_tok_s": 1000000.0,
     "done_reason": "length",
     "eval_count": 1,
     "eval_s": 1e-06,
     "load_s": 0.439594811,
     "prefill_tok_s": 3127.641825025041,
     "prompt_eval_count": 2242,
     "prompt_eval_s": 0.716834,
     "text_head": "Under",
     "thinking_chars": 0,
     "total_s": 1.3956647
    },
    {
     "decode_tok_s": 1000000.0,
     "done_reason": "length",
     "eval_count": 1,
     "eval_s": 1e-06,
     "load_s": 0.432174165,
     "prefill_tok_s": 3124.6857155628068,
     "prompt_eval_count": 2237,
     "prompt_eval_s": 0.715912,
     "text_head": "Under",
     "thinking_chars": 0,
     "total_s": 1.387664129
    },
    {
     "decode_tok_s": 1000000.0,
     "done_reason": "length",
     "eval_count": 1,
     "eval_s": 1e-06,
     "load_s": 0.452772916,
     "prefill_tok_s": 3121.4003262079236,
     "prompt_eval_count": 2241,
     "prompt_eval_s": 0.717947,
     "text_head": "Under",
     "thinking_chars": 0,
     "total_s": 1.40941615
    },
    {
     "decode_tok_s": 1000000.0,
     "done_reason": "length",
     "eval_count": 1,
     "eval_s": 1e-06,
     "load_s": 0.434805092,
     "prefill_tok_s": 3124.4590134639334,
     "prompt_eval_count": 2238,
     "prompt_eval_s": 0.716284,
     "text_head": "Under",
     "thinking_chars": 0,
     "total_s": 1.386341161
    },
    {
     "decode_tok_s": 1000000.0,
     "done_reason": "length",
     "eval_count": 1,
     "eval_s": 1e-06,
     "load_s": 0.400795159,
     "prefill_tok_s": 3126.7004311246915,
     "prompt_eval_count": 2241,
     "prompt_eval_s": 0.71673,
     "text_head": "Under",
     "thinking_chars": 0,
     "total_s": 1.354061563
    }
   ],
   "target_tokens_approx": 3000.0,
   "wall": {
    "instrument": "wall (UPS ups.realpower, whole box; integer watts; NUT pollinterval 2 s)",
    "joules": 4964.329037904739,
    "mean_watts": 413.6251457463172,
    "median_s_between_changes": null,
    "min_watts": 411.0,
    "peak_watts": 418.0,
    "samples": 13,
    "seconds": 12.002000093460083,
    "value_changes": 1
   }
  },
  "ttft": {
   "how": "the first 12 task_c prompts, run.py's body with stream true, in task order (so the prompt-cache condition is the task's own); TTFT = client clock on localhost from the request to the first chunk carrying content or thinking",
   "median_s": 0.5649458310035698,
   "p95_s": 0.5863656680012355,
   "runs": [
    {
     "eval_count": 8,
     "prompt_eval_count": 216,
     "server_load_ms": 439.159165,
     "server_prompt_eval_ms": 64.843999,
     "total_s": 0.8196262810015469,
     "ttft_s": 0.742970821003837
    },
    {
     "eval_count": 8,
     "prompt_eval_count": 315,
     "server_load_ms": 433.052908,
     "server_prompt_eval_ms": 97.362,
     "total_s": 0.6475314950002939,
     "ttft_s": 0.5564868200017372
    },
    {
     "eval_count": 8,
     "prompt_eval_count": 234,
     "server_load_ms": 431.896708,
     "server_prompt_eval_ms": 63.038,
     "total_s": 0.6213435030003893,
     "ttft_s": 0.5447574420031742
    },
    {
     "eval_count": 8,
     "prompt_eval_count": 334,
     "server_load_ms": 412.10433,
     "server_prompt_eval_ms": 97.244,
     "total_s": 0.6287096379965078,
     "ttft_s": 0.5374932049962808
    },
    {
     "eval_count": 6,
     "prompt_eval_count": 343,
     "server_load_ms": 394.99606,
     "server_prompt_eval_ms": 108.321,
     "total_s": 0.6130338560033124,
     "ttft_s": 0.5609728210038156
    },
    {
     "eval_count": 8,
     "prompt_eval_count": 345,
     "server_load_ms": 431.033815,
     "server_prompt_eval_ms": 109.935,
     "total_s": 0.6727459140020073,
     "ttft_s": 0.581873078001081
    },
    {
     "eval_count": 8,
     "prompt_eval_count": 254,
     "server_load_ms": 447.753499,
     "server_prompt_eval_ms": 70.283,
     "total_s": 0.6512100319960155,
     "ttft_s": 0.5720853629973135
    },
    {
     "eval_count": 6,
     "prompt_eval_count": 232,
     "server_load_ms": 402.386275,
     "server_prompt_eval_ms": 63.099,
     "total_s": 0.5612681870043161,
     "ttft_s": 0.5099507460035966
    },
    {
     "eval_count": 8,
     "prompt_eval_count": 305,
     "server_load_ms": 424.379583,
     "server_prompt_eval_ms": 78.979,
     "total_s": 0.6251159499952337,
     "ttft_s": 0.5345967209941591
    },
    {
     "eval_count": 3,
     "prompt_eval_count": 340,
     "server_load_ms": 435.995332,
     "server_prompt_eval_ms": 97.598,
     "total_s": 0.5969998959990335,
     "ttft_s": 0.5689188410033239
    },
    {
     "eval_count": 6,
     "prompt_eval_count": 336,
     "server_load_ms": 436.043731,
     "server_prompt_eval_ms": 97.518,
     "total_s": 0.6382438549990184,
     "ttft_s": 0.5863656680012355
    },
    {
     "eval_count": 8,
     "prompt_eval_count": 333,
     "server_load_ms": 438.400901,
     "server_prompt_eval_ms": 97.744,
     "total_s": 0.6683433130019694,
     "ttft_s": 0.5764580450049834
    }
   ]
  }
 },
 "show": {
  "capabilities": [
   "completion",
   "tools"
  ],
  "details": {
   "families": [
    "llama"
   ],
   "family": "llama",
   "format": "gguf",
   "parameter_size": "12.2B",
   "parent_model": "",
   "quantization_level": "Q5_K_M"
  },
  "model_info": {
   "general.architecture": "llama",
   "general.basename": "Mistral-Nemo",
   "general.file_type": 17,
   "general.finetune": "Instruct",
   "general.languages": null,
   "general.license": "apache-2.0",
   "general.parameter_count": 12247782400,
   "general.quantization_version": 2,
   "general.size_label": "12B",
   "general.type": "model",
   "general.version": "2407",
   "llama.attention.head_count": 32,
   "llama.attention.head_count_kv": 8,
   "llama.attention.key_length": 128,
   "llama.attention.layer_norm_rms_epsilon": 1e-05,
   "llama.attention.value_length": 128,
   "llama.block_count": 40,
   "llama.context_length": 1024000,
   "llama.embedding_length": 5120,
   "llama.feed_forward_length": 14336,
   "llama.rope.dimension_count": 128,
   "llama.rope.freq_base": 1000000,
   "llama.vocab_size": 131072,
   "tokenizer.ggml.add_bos_token": true,
   "tokenizer.ggml.add_eos_token": false,
   "tokenizer.ggml.add_space_prefix": false,
   "tokenizer.ggml.bos_token_id": 1,
   "tokenizer.ggml.eos_token_id": 2,
   "tokenizer.ggml.merges": null,
   "tokenizer.ggml.model": "gpt2",
   "tokenizer.ggml.pre": "tekken",
   "tokenizer.ggml.token_type": null,
   "tokenizer.ggml.tokens": null,
   "tokenizer.ggml.unknown_token_id": 0
  },
  "parameters": "stop                           \"[INST]\"\nstop                           \"[/INST]\"",
  "template_head": "{{- range $i, $_ := .Messages }}\n{{- if eq .Role \"user\" }}\n{{- if and $.Tools (le (len (slice $.Messages $i)) 2) }}[AVAILABLE_TOOLS]{{ $.Tools }}[/AVAILABLE_TOOLS]\n{{- end }}[INST]{{ if and $.System (eq (len (slice $.Messages $i)) 1) }}{{ $.System }}\n\n{{ end }}{{ .Content }}[/INST]\n{{- else if eq .Role \"assistant\" }}\n{{- if .Content }} {{ .Content }}{{ if not (eq (len (slice $.Messages $i)) 1) }}</s>{{ end }}\n{{- else if .ToolCalls }}[TOOL_CALLS][\n{{- range .ToolCalls }}{\"name\": \"{{ .Function.Name }}\", \"arguments\": {{ .Function.Arguments }}}\n{{- end }}]</s>\n{{- end }}\n{{- else if eq .Role \"too"
 },
 "started": "2026-10-15T10:46:19Z",
 "tag": {
  "details": {
   "context_length": 1024000,
   "embedding_length": 5120,
   "families": [
    "llama"
   ],
   "family": "llama",
   "format": "gguf",
   "parameter_size": "12.2B",
   "parent_model": "",
   "quantization_level": "Q5_K_M"
  },
  "digest": "cf4d8cc50281aec50958585a1e89425a7de658700bb354890f2a2bdad78ff18e",
  "modified_at": "2026-10-15T10:38:00.498318762Z",
  "name": "mistral-nemo:12b-instruct-2407-q5_K_M",
  "size": 8727644109
 },
 "tasks": [
  "c",
  "d"
 ],
 "tasks_run": {
  "c": {
   "board_idle_window_epoch": [
    1792061208.522,
    1792061217.532
   ],
   "board_task_window_epoch": [
    1792061218.591,
    1792061285.607
   ],
   "energy": {
    "cards": [
     "<withheld: GPU UUID of board A>"
    ],
    "decisions": 108,
    "joules": 12757.96750985384,
    "joules_per_decision": 118.12932879494295,
    "mean_watts": 190.37196346665039,
    "net_joules_per_decision": 46.713962328297185,
    "peak_watts": 207.04,
    "per_card": {
     "<withheld: GPU UUID of board A>": {
      "joules": 12757.96750985384,
      "mean_watts": 190.37196346665039,
      "min_watts": 114.79,
      "peak_watts": 207.04,
      "samples": 68,
      "seconds": 67.01600003242493
     }
    },
    "samples": 68,
    "seconds": 67.01600003242493
   },
   "idle": {
    "cards": [
     "<withheld: GPU UUID of board A>"
    ],
    "joules": 1036.959303661585,
    "mean_watts": 115.08982294774329,
    "peak_watts": 117.22,
    "per_card": {
     "<withheld: GPU UUID of board A>": {
      "joules": 1036.959303661585,
      "mean_watts": 115.08982294774329,
      "min_watts": 114.39,
      "peak_watts": 117.22,
      "samples": 10,
      "seconds": 9.009999990463257
     }
    },
    "samples": 10,
    "seconds": 9.009999990463257,
    "what": "the draw of these cards immediately before the arm, with the model resident and no work in flight"
   },
   "posture_end": {
    "boards_on_bus": [
     "0, <withheld: GPU UUID of board B>, NVIDIA GeForce RTX 3090, withheld-2026-10-16",
     "1, <withheld: GPU UUID of board A>, NVIDIA GeForce RTX 3090, withheld-2026-10-16"
    ],
    "card": {
     "clocks.max.sm": "2130",
     "clocks.mem": "9501",
     "clocks.sm": "1950",
     "clocks_throttle_reasons.active": "0x0000000000000000",
     "driver_version": "595.84",
     "enforced.power.limit": "300.00",
     "memory.total": "24576",
     "memory.used": "8950",
     "name": "NVIDIA GeForce RTX 3090",
     "pci.bus_id": "withheld-2026-10-16",
     "pcie.link.gen.current": "4",
     "pcie.link.gen.max": "4",
     "pcie.link.width.current": "16",
     "pcie.link.width.max": "16",
     "persistence_mode": "Enabled",
     "power.default_limit": "350.00",
     "power.draw": "160.69",
     "power.limit": "300.00",
     "power.max_limit": "366.00",
     "pstate": "P2",
     "temperature.gpu": "63",
     "utilization.gpu": "0",
     "uuid": "<withheld: GPU UUID of board A>",
     "vbios_version": "94.02.42.C0.10"
    },
    "compute_apps": [
     "<withheld: GPU UUID of board A>, 36280, /usr/local/lib/ollama/llama-server, 8940 MiB"
    ],
    "how": "nvidia-smi -i <uuid>; enforced.power.limit and persistence_mode READ, never typed",
    "stamp": "2026-10-15T10:48:07Z"
   },
   "posture_start": {
    "boards_on_bus": [
     "0, <withheld: GPU UUID of board B>, NVIDIA GeForce RTX 3090, withheld-2026-10-16",
     "1, <withheld: GPU UUID of board A>, NVIDIA GeForce RTX 3090, withheld-2026-10-16"
    ],
    "card": {
     "clocks.max.sm": "2130",
     "clocks.mem": "9501",
     "clocks.sm": "1725",
     "clocks_throttle_reasons.active": "0x0000000000000000",
     "driver_version": "595.84",
     "enforced.power.limit": "300.00",
     "memory.total": "24576",
     "memory.used": "8940",
     "name": "NVIDIA GeForce RTX 3090",
     "pci.bus_id": "withheld-2026-10-16",
     "pcie.link.gen.current": "4",
     "pcie.link.gen.max": "4",
     "pcie.link.width.current": "16",
     "pcie.link.width.max": "16",
     "persistence_mode": "Enabled",
     "power.default_limit": "350.00",
     "power.draw": "117.22",
     "power.limit": "300.00",
     "power.max_limit": "366.00",
     "pstate": "P2",
     "temperature.gpu": "56",
     "utilization.gpu": "0",
     "uuid": "<withheld: GPU UUID of board A>",
     "vbios_version": "94.02.42.C0.10"
    },
    "compute_apps": [
     "<withheld: GPU UUID of board A>, 36280, /usr/local/lib/ollama/llama-server, 8930 MiB"
    ],
    "how": "nvidia-smi -i <uuid>; enforced.power.limit and persistence_mode READ, never typed",
    "stamp": "2026-10-15T10:46:48Z"
   },
   "summary": {
    "accuracy": 0.5277777777777778,
    "brier": 0.9444444444444444,
    "correct": 57,
    "errors": 0,
    "eval_tokens_total": 845,
    "floored_rows": 0,
    "letters_floored_total": 0,
    "median_seconds": 0.6297555099990859,
    "n": 108,
    "n_labelled": 108,
    "n_reached": 108,
    "p95_seconds": 0.6614327120041708,
    "prompt_tokens_total": 30074,
    "refused": 0,
    "refused_by_reason": {},
    "reliability": [
     {
      "accuracy": null,
      "correct": 0,
      "gap": null,
      "hi": 0.1,
      "lo": 0.0,
      "mean_p": null,
      "n": 0,
      "sum_p": 0.0
     },
     {
      "accuracy": null,
      "correct": 0,
      "gap": null,
      "hi": 0.2,
      "lo": 0.1,
      "mean_p": null,
      "n": 0,
      "sum_p": 0.0
     },
     {
      "accuracy": null,
      "correct": 0,
      "gap": null,
      "hi": 0.3,
      "lo": 0.2,
      "mean_p": null,
      "n": 0,
      "sum_p": 0.0
     },
     {
      "accuracy": null,
      "correct": 0,
      "gap": null,
      "hi": 0.4,
      "lo": 0.3,
      "mean_p": null,
      "n": 0,
      "sum_p": 0.0
     },
     {
      "accuracy": null,
      "correct": 0,
      "gap": null,
      "hi": 0.5,
      "lo": 0.4,
      "mean_p": null,
      "n": 0,
      "sum_p": 0.0
     },
     {
      "accuracy": null,
      "correct": 0,
      "gap": null,
      "hi": 0.6,
      "lo": 0.5,
      "mean_p": null,
      "n": 0,
      "sum_p": 0.0
     },
     {
      "accuracy": null,
      "correct": 0,
      "gap": null,
      "hi": 0.7,
      "lo": 0.6,
      "mean_p": null,
      "n": 0,
      "sum_p": 0.0
     },
     {
      "accuracy": null,
      "correct": 0,
      "gap": null,
      "hi": 0.8,
      "lo": 0.7,
      "mean_p": null,
      "n": 0,
      "sum_p": 0.0
     },
     {
      "accuracy": null,
      "correct": 0,
      "gap": null,
      "hi": 0.9,
      "lo": 0.8,
      "mean_p": null,
      "n": 0,
      "sum_p": 0.0
     },
     {
      "accuracy": 0.5277777777777778,
      "correct": 57,
      "gap": 0.4722222222222222,
      "hi": 1.0,
      "lo": 0.9,
      "mean_p": 1.0,
      "n": 108,
      "sum_p": 108.0
     }
    ],
    "unparsed": 0
   },
   "wall_idle_resident": {
    "instrument": "wall (UPS ups.realpower, whole box; integer watts; NUT pollinterval 2 s)",
    "joules": 1703.0899815559387,
    "mean_watts": 212.75328019145445,
    "median_s_between_changes": null,
    "min_watts": 194.0,
    "peak_watts": 254.0,
    "samples": 9,
    "seconds": 8.004999876022339,
    "value_changes": 1
   },
   "wall_seconds": 67.54636706299789,
   "wall_task": {
    "instrument": "wall (UPS ups.realpower, whole box; integer watts; NUT pollinterval 2 s)",
    "joules": 18552.758006811142,
    "mean_watts": 281.0768414237598,
    "median_s_between_changes": 14.001500010490417,
    "min_watts": 194.0,
    "peak_watts": 304.0,
    "samples": 67,
    "seconds": 66.00600004196167,
    "value_changes": 5
   }
  },
  "d": {
   "board_idle_window_epoch": [
    1792061287.827,
    1792061296.836
   ],
   "board_task_window_epoch": [
    1792061297.892,
    1792061328.901
   ],
   "energy": {
    "cards": [
     "<withheld: GPU UUID of board A>"
    ],
    "decisions": 48,
    "joules": 5951.355899699926,
    "joules_per_decision": 123.98658124374846,
    "mean_watts": 191.9235024547641,
    "net_joules_per_decision": 41.663636602269,
    "peak_watts": 213.28,
    "per_card": {
     "<withheld: GPU UUID of board A>": {
      "joules": 5951.355899699926,
      "mean_watts": 191.9235024547641,
      "min_watts": 120.68,
      "peak_watts": 213.28,
      "samples": 32,
      "seconds": 31.009000062942505
     }
    },
    "samples": 32,
    "seconds": 31.009000062942505
   },
   "idle": {
    "cards": [
     "<withheld: GPU UUID of board A>"
    ],
    "joules": 1148.023985735178,
    "mean_watts": 127.43078895708346,
    "peak_watts": 160.69,
    "per_card": {
     "<withheld: GPU UUID of board A>": {
      "joules": 1148.023985735178,
      "mean_watts": 127.43078895708346,
      "min_watts": 120.8,
      "peak_watts": 160.69,
      "samples": 10,
      "seconds": 9.009000062942505
     }
    },
    "samples": 10,
    "seconds": 9.009000062942505,
    "what": "the draw of these cards immediately before the arm, with the model resident and no work in flight"
   },
   "posture_end": {
    "boards_on_bus": [
     "0, <withheld: GPU UUID of board B>, NVIDIA GeForce RTX 3090, withheld-2026-10-16",
     "1, <withheld: GPU UUID of board A>, NVIDIA GeForce RTX 3090, withheld-2026-10-16"
    ],
    "card": {
     "clocks.max.sm": "2130",
     "clocks.mem": "9501",
     "clocks.sm": "1950",
     "clocks_throttle_reasons.active": "0x0000000000000000",
     "driver_version": "595.84",
     "enforced.power.limit": "300.00",
     "memory.total": "24576",
     "memory.used": "8950",
     "name": "NVIDIA GeForce RTX 3090",
     "pci.bus_id": "withheld-2026-10-16",
     "pcie.link.gen.current": "4",
     "pcie.link.gen.max": "4",
     "pcie.link.width.current": "16",
     "pcie.link.width.max": "16",
     "persistence_mode": "Enabled",
     "power.default_limit": "350.00",
     "power.draw": "165.76",
     "power.limit": "300.00",
     "power.max_limit": "366.00",
     "pstate": "P2",
     "temperature.gpu": "63",
     "utilization.gpu": "0",
     "uuid": "<withheld: GPU UUID of board A>",
     "vbios_version": "94.02.42.C0.10"
    },
    "compute_apps": [
     "<withheld: GPU UUID of board A>, 36280, /usr/local/lib/ollama/llama-server, 8940 MiB"
    ],
    "how": "nvidia-smi -i <uuid>; enforced.power.limit and persistence_mode READ, never typed",
    "stamp": "2026-10-15T10:48:50Z"
   },
   "posture_start": {
    "boards_on_bus": [
     "0, <withheld: GPU UUID of board B>, NVIDIA GeForce RTX 3090, withheld-2026-10-16",
     "1, <withheld: GPU UUID of board A>, NVIDIA GeForce RTX 3090, withheld-2026-10-16"
    ],
    "card": {
     "clocks.max.sm": "2130",
     "clocks.mem": "9501",
     "clocks.sm": "1950",
     "clocks_throttle_reasons.active": "0x0000000000000000",
     "driver_version": "595.84",
     "enforced.power.limit": "300.00",
     "memory.total": "24576",
     "memory.used": "8950",
     "name": "NVIDIA GeForce RTX 3090",
     "pci.bus_id": "withheld-2026-10-16",
     "pcie.link.gen.current": "4",
     "pcie.link.gen.max": "4",
     "pcie.link.width.current": "16",
     "pcie.link.width.max": "16",
     "persistence_mode": "Enabled",
     "power.default_limit": "350.00",
     "power.draw": "160.69",
     "power.limit": "300.00",
     "power.max_limit": "366.00",
     "pstate": "P2",
     "temperature.gpu": "63",
     "utilization.gpu": "0",
     "uuid": "<withheld: GPU UUID of board A>",
     "vbios_version": "94.02.42.C0.10"
    },
    "compute_apps": [
     "<withheld: GPU UUID of board A>, 36280, /usr/local/lib/ollama/llama-server, 8940 MiB"
    ],
    "how": "nvidia-smi -i <uuid>; enforced.power.limit and persistence_mode READ, never typed",
    "stamp": "2026-10-15T10:48:07Z"
   },
   "summary": {
    "accuracy": 0.6875,
    "brier": 0.625,
    "correct": 33,
    "errors": 0,
    "eval_tokens_total": 144,
    "floored_rows": 0,
    "letters_floored_total": 0,
    "median_seconds": 0.650465589002124,
    "n": 48,
    "n_labelled": 48,
    "n_reached": 48,
    "p95_seconds": 0.7383106409979519,
    "prompt_tokens_total": 23588,
    "refused": 0,
    "refused_by_reason": {},
    "reliability": [
     {
      "accuracy": null,
      "correct": 0,
      "gap": null,
      "hi": 0.1,
      "lo": 0.0,
      "mean_p": null,
      "n": 0,
      "sum_p": 0.0
     },
     {
      "accuracy": null,
      "correct": 0,
      "gap": null,
      "hi": 0.2,
      "lo": 0.1,
      "mean_p": null,
      "n": 0,
      "sum_p": 0.0
     },
     {
      "accuracy": null,
      "correct": 0,
      "gap": null,
      "hi": 0.3,
      "lo": 0.2,
      "mean_p": null,
      "n": 0,
      "sum_p": 0.0
     },
     {
      "accuracy": null,
      "correct": 0,
      "gap": null,
      "hi": 0.4,
      "lo": 0.3,
      "mean_p": null,
      "n": 0,
      "sum_p": 0.0
     },
     {
      "accuracy": null,
      "correct": 0,
      "gap": null,
      "hi": 0.5,
      "lo": 0.4,
      "mean_p": null,
      "n": 0,
      "sum_p": 0.0
     },
     {
      "accuracy": null,
      "correct": 0,
      "gap": null,
      "hi": 0.6,
      "lo": 0.5,
      "mean_p": null,
      "n": 0,
      "sum_p": 0.0
     },
     {
      "accuracy": null,
      "correct": 0,
      "gap": null,
      "hi": 0.7,
      "lo": 0.6,
      "mean_p": null,
      "n": 0,
      "sum_p": 0.0
     },
     {
      "accuracy": null,
      "correct": 0,
      "gap": null,
      "hi": 0.8,
      "lo": 0.7,
      "mean_p": null,
      "n": 0,
      "sum_p": 0.0
     },
     {
      "accuracy": null,
      "correct": 0,
      "gap": null,
      "hi": 0.9,
      "lo": 0.8,
      "mean_p": null,
      "n": 0,
      "sum_p": 0.0
     },
     {
      "accuracy": 0.6875,
      "correct": 33,
      "gap": 0.3125,
      "hi": 1.0,
      "lo": 0.9,
      "mean_p": 1.0,
      "n": 48,
      "sum_p": 48.0
     }
    ],
    "unparsed": 0
   },
   "wall_idle_resident": {
    "instrument": "wall (UPS ups.realpower, whole box; integer watts; NUT pollinterval 2 s)",
    "joules": 2170.603985786438,
    "mean_watts": 271.1899050165277,
    "median_s_between_changes": null,
    "min_watts": 199.0,
    "peak_watts": 276.0,
    "samples": 9,
    "seconds": 8.003999948501587,
    "value_changes": 1
   },
   "wall_seconds": 31.260591092999675,
   "wall_task": {
    "instrument": "wall (UPS ups.realpower, whole box; integer watts; NUT pollinterval 2 s)",
    "joules": 7838.299489498138,
    "mean_watts": 261.250524414788,
    "median_s_between_changes": 14.001999855041504,
    "min_watts": 199.0,
    "peak_watts": 334.0,
    "samples": 31,
    "seconds": 30.003000020980835,
    "value_changes": 2
   }
  }
 },
 "think": "off",
 "think_budget": 8,
 "ups_before": {
  "available": true,
  "error": null,
  "load_pct": 20.0,
  "read_utc": "2026-10-15T10:46:19Z",
  "ups.realpower": 267.0,
  "ups.status": "OL"
 },
 "ups_stop": null,
 "util_before_pct": [
  0.0,
  0.0,
  0.0
 ],
 "wall_unreadable_polls": 0,
 "warm": {
  "done_reason": "length",
  "load_ms": 4332.064163,
  "seconds": 4.365441251997254
 }
}