GPU TASK Valid result

Constrained Molecular Search

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

Task description ↗Task at evaluation revision ↗← Previous task Next task →

Task score (%)13.6

Input Tokens214,341,252including 210,097,152 cached

Output Tokens306,148

Agent time4h 17min

Cost$1.45

Recorded steps710

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: 2026-10-24T23:27:41.073817Z
Coding finished: 2026-10-25T03:44:57.625378Z
Input (includes cache): 214,341,252
Cached input (subset): 210,097,152
Cache writes (subset): 0
Output: 306,148
Reasoning (reported separately; not added): 146,076
Recorded responses: 706

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": "bc2ef55cf5bc4e5133c32816a7874368192a2f1e",
  "effort": "max",
  "model": "deepseek/deepseek-v4.1-flash-1017",
  "provider": "OpenRouter",
  "resources": {
    "cpus": 16,
    "gpus": 1,
    "memory_mb": 32768,
    "storage_mb": 65536
  },
  "run_mode": "official_harbor_regrade",
  "task_commit": "82a1fae886305182b8f01c9bbb16e1e654aee726",
  "verifier_commit": "82a1fae886305182b8f01c9bbb16e1e654aee726",
  "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

Exported ATIF trajectory (.json.gz) ↓Final evaluation (.json) ↓

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

Trial ID: constrained-molecular-search-deepseek-v4.1-flash-1017-max-21295b9a727d
Source trajectory SHA-256: 199a1b41303f6eac3fcb0fa1681962167012b111d6a26ac53e4d8e0b925dde41
Final reward SHA-256: 090b172f9343e26133cf689def0fb5f1688eb4386993c918614a4fb94d3a0432