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GPU TASK Valid result

Decision Model Training

DeepSeek V4.1 Flash 1017 · Codex (v0.164.0) · reasoning effort max

Task score (%)0.0
Input Tokens409,275including 315,776 cached
Output Tokens147,003
Agent time16min
Cost$0.10
Recorded steps16

Cost is estimated from recorded agent tokens at official API rates in USD (2026-11-01; DeepSeek off-peak pricing).

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Coding time & token usage
Original agent completion
normal
Coding started
2026-10-24T09:36:11.377981Z
Coding finished
2026-10-24T09:52:54.004256Z
Input (includes cache)
409,275
Cached input (subset)
315,776
Cache writes (subset)
0
Output
147,003
Reasoning (reported separately; not added)
47,575
Recorded responses
13

Input includes cached input; output is counted once. Auxiliary reasoning counts are shown as recorded. Regrading does not repeat coding usage.

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Configuration

Evaluation settings summary
{
  "agent": "Codex",
  "agent_timeout_sec": 21600.0,
  "coding_commit": null,
  "effort": "max",
  "model": "deepseek/deepseek-v4.1-flash-1017",
  "provider": "OpenRouter",
  "resources": {
    "cpus": 16,
    "gpus": 1,
    "memory_mb": 32768,
    "storage_mb": 102400
  },
  "run_mode": "official_harbor_full",
  "task_commit": "bb34e915be5c2b2948146c2d7862cb58652d6300",
  "verifier_commit": "a1ede723abe0add54045301f49a187e11339c134",
  "version": "0.164.0"
}

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Resolved configuration

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Trial log

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Exceptions

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Trajectory downloads & provenance

Public text redacts private values and normalizes host paths. Source hashes identify the original records.

Trial ID
decision-model-training-deepseek-v4.1-flash-1017-max-a3f9fd70a3ac
Source trajectory SHA-256
3fd1fec266a2f39301c08aa9accda62110118cd8713b2f431c438fb5656c6aa6
Final reward SHA-256
1c7310a716acb805ab97e738fe250259125ad6a731856a63fb85d8a96b575a62