# PRBench Task Configuration # Each paper has one task.yaml that contains ALL task-specific information. # Agent code is fully generic and reads everything from this file. task_id: task_wu_2018 # --- Paper Info --- paper: title: "Noise analysis for high-fidelity quantum entangling gates in an anharmonic linear Paul trap" author: "Yukai Wu, Sheng-Tao Wang, L.-M. Duan" doi: "10.1103/PhysRevA.97.062325" year: 2018 paper_file: "GateOfLinearTrap.md" # relative to task dir # --- Files --- instruction_file: "instruction.md" # what the white agent receives metadata_file: "metadata.md" # ground truth formulas + methodology (for grading) ground_truth_data_dir: "data" # directory with reference CSV files ground_truth_code_dir: "reproduction" # --- Expected Outputs (what the white agent must produce) --- expected_outputs: analysis: - "reproduction/ANALYSIS.md" code: - "reproduction/GateOfLinearTrap.py" - "reproduction/Balance_place_of_ions.py" - "reproduction/normal_frequancy.py" - "reproduction/infidelity_of_mu.py" - "reproduction/Raman_Segments.py" data: - "data/Balance_place_of_ions.csv" - "data/normal_frequancy.csv" - "data/infidelity_of_mu.csv" - "data/Segments.csv" # --- Docker Environment --- docker: image: "python:3.11-slim" memory_limit: "4g" timeout: 10800 # 3 hours max pip_install: - numpy - scipy - matplotlib # --- Grading Rubric (for model-judge) --- grading: dimensions: - name: "methodology_understanding" weight: 0.15 description: > Does the agent's ANALYSIS.md correctly describe the ion trap physics, equilibrium position calculation, normal mode analysis, and gate optimization methodology? Compare against metadata.md. - name: "code_correctness" weight: 0.15 description: > Are all required code files present? Does the code correctly implement the balance position solver (Newton's method), normal mode eigenvalue problem, infidelity computation, and Lagrange multiplier optimization for segments? - name: "data_accuracy" weight: 0.55 description: > How well do the generated CSV data files match the ground truth reference data? Compare numerical values with ~10% relative tolerance. Check that column names match, row counts are reasonable, and values are in the correct range. Weights: Balance positions (10pts), Normal frequencies (20pts), Infidelity of mu (40pts), Segments (30pts). - name: "completeness" weight: 0.15 description: > Are all 4 CSV files, all 5 code files, and the ANALYSIS.md present? Are the files non-trivial (not empty/placeholder)? # --- Code-Only Evaluation Mode --- code_only: instruction_suffix: | ## IMPORTANT: Code-Only Mode In this task you are in **code-only mode**. You must: 1. Read and analyze the paper 2. Write `reproduction/ANALYSIS.md` with your methodology analysis 3. Implement ALL code files under `reproduction/` 4. **DO NOT** run the scripts or generate CSV data files 5. Focus on writing correct, complete, and well-structured code Your deliverables are ONLY the analysis document and code files. Do NOT produce any CSV data files. expected_outputs: analysis: - "reproduction/ANALYSIS.md" code: - "reproduction/GateOfLinearTrap.py" - "reproduction/Balance_place_of_ions.py" - "reproduction/normal_frequancy.py" - "reproduction/infidelity_of_mu.py" - "reproduction/Raman_Segments.py" grading: dimensions: - name: "methodology_understanding" weight: 0.25 description: > Does ANALYSIS.md correctly describe the ion trap physics, equilibrium position calculation, normal mode analysis, and gate optimization methodology? - name: "code_correctness" weight: 0.50 description: > Read every code file carefully. Check whether the implementation is physically and algorithmically correct: - Equilibrium position solver with anharmonic potential - Normal mode eigenvalue problem (x/y/z directions) - Infidelity computation as function of mu - Segment optimization via Lagrange multiplier Compare against ground truth formulas in metadata. - name: "code_quality" weight: 0.10 description: > Is the code well-structured, readable, and does it follow the expected file organization? - name: "completeness" weight: 0.15 description: > Are all 5 code files and the ANALYSIS.md present and non-trivial?