GPU TASK Valid result

Protein–Text Bidirectional Retrieval

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

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

Task score (%)2.5

Input Tokens6,442,099including 6,052,064 cached

Output Tokens172,705

Agent time1h 0min

Cost$0.18

Recorded steps85

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: agent_timeout
Coding started: 2026-10-25T07:20:51.788646Z
Coding finished: 2026-10-25T08:20:55.453479Z
Input (includes cache): 6,442,099
Cached input (subset): 6,052,064
Cache writes (subset): 0
Output: 172,705
Reasoning (reported separately; not added): 132,482
Recorded responses: 81

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": 3600.0,
  "coding_commit": null,
  "effort": "max",
  "model": "deepseek/deepseek-v4.1-flash-1017",
  "provider": "OpenRouter",
  "resources": {
    "cpus": 16,
    "gpus": 1,
    "memory_mb": 16384,
    "storage_mb": 102400
  },
  "run_mode": "official_harbor_full",
  "task_commit": "bb34e915be5c2b2948146c2d7862cb58652d6300",
  "verifier_commit": "bc2ef55cf5bc4e5133c32816a7874368192a2f1e",
  "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: protein-text-bidirectional-retrieval-deepseek-v4.1-flash-1017-max-62b5dbd407f2
Source trajectory SHA-256: c042be37e50c12a9f7d18365f1a1c31a1d0c0688974fd9e318cc7b2c4eeacc20
Final reward SHA-256: 525409c053d99a46918846d40045a0f3e280a12154619a806d7bdee7d51c1853