{"block": "r1-w1-0014", "task": "L1_098", "reader": "claude-opus-4-8", "rep": 0, "family": "loss", "p1_failed": false, "arms": {"bare": {"role": "P1", "score": 5.2986, "final": {"score": 5.2986, "status": "ok", "correct": true, "speedup": 5.2986, "speedup_lo95": 5.2834, "rid": "rk-final|r1-w1-0014|36d5010ef4e0e7536bb193c3", "infra": false, "tries": 1, "error": ""}, "score_pass": 5.2425, "code_sha": "36d5010ef4e0e7536bb193c3"}, "show_all": {"role": "S", "score": 5.2888, "final": {"score": 5.2888, "status": "ok", "correct": true, "speedup": 5.2888, "speedup_lo95": 5.2808, "rid": "rk-final|r1-w1-0014|7283155fc8e34fb4e7d58627", "infra": false, "tries": 1, "error": ""}, "score_pass": 5.1566, "code_sha": "7283155fc8e34fb4e7d58627"}, "bare2": {"role": "P1", "score": 5.2986, "final": {"score": 5.2986, "status": "ok", "correct": true, "speedup": 5.2986, "speedup_lo95": 5.2834, "rid": "rk-final|r1-w1-0014|36d5010ef4e0e7536bb193c3", "infra": false, "tries": 1, "error": ""}, "score_pass": 5.2425, "code_sha": "36d5010ef4e0e7536bb193c3"}, "attempt_then_consult": {"role": "P1", "score": 5.2986, "final": {"score": 5.2986, "status": "ok", "correct": true, "speedup": 5.2986, "speedup_lo95": 5.2834, "rid": "rk-final|r1-w1-0014|36d5010ef4e0e7536bb193c3", "infra": false, "tries": 1, "error": ""}, "score_pass": 5.2425, "code_sha": "36d5010ef4e0e7536bb193c3"}, "audit_then_consult": {"role": "P1", "score": 5.2986, "final": {"score": 5.2986, "status": "ok", "correct": true, "speedup": 5.2986, "speedup_lo95": 5.2834, "rid": "rk-final|r1-w1-0014|36d5010ef4e0e7536bb193c3", "infra": false, "tries": 1, "error": ""}, "score_pass": 5.2425, "code_sha": "36d5010ef4e0e7536bb193c3"}, "prior_then_consult": {"role": "P1", "score": 5.2986, "final": {"score": 5.2986, "status": "ok", "correct": true, "speedup": 5.2986, "speedup_lo95": 5.2834, "rid": "rk-final|r1-w1-0014|36d5010ef4e0e7536bb193c3", "infra": false, "tries": 1, "error": ""}, "score_pass": 5.2425, "code_sha": "36d5010ef4e0e7536bb193c3"}, "consult_on_failure": {"role": "P1", "score": 5.2986, "final": {"score": 5.2986, "status": "ok", "correct": true, "speedup": 5.2986, "speedup_lo95": 5.2834, "rid": "rk-final|r1-w1-0014|36d5010ef4e0e7536bb193c3", "infra": false, "tries": 1, "error": ""}, "score_pass": 5.2425, "code_sha": "36d5010ef4e0e7536bb193c3"}}, "episodes": {"P1": {"role": "P1", "run_dir": "r1-w1-0014/P1", "status": "ok", "correct": true, "speedup": 5.2425, "speedup_lo95": 5.1983, "ref_ms": 8.63751, "cand_ms": 1.64761, "score_pass": 5.2425, "error": "", "infra": false, "infra_reruns": 0, "calls": 1, "tokens_in": 1522, "tokens_out": 569, "ctx_chars": 0, "ctx_sha": "e3b0c44298fc1c14", "wall_s": 23.5}, "P2_refine": {"role": "P2_refine", "run_dir": "r1-w1-0014/P2_refine", "status": "ok", "correct": true, "speedup": 4.9778, "speedup_lo95": 4.9558, "ref_ms": 8.65136, "cand_ms": 1.73799, "score_pass": 4.9778, "error": "", "infra": false, "infra_reruns": 0, "calls": 2, "tokens_in": 5670, "tokens_out": 2095, "ctx_chars": 1554, "ctx_sha": "5057fc69e1eea2b8", "wall_s": 91.3}, "P2_consult": {"role": "P2_consult", "run_dir": "r1-w1-0014/P2_consult", "status": "ok", "correct": true, "speedup": 5.1236, "speedup_lo95": 5.1171, "ref_ms": 8.62763, "cand_ms": 1.68391, "score_pass": 5.1236, "error": "", "infra": false, "infra_reruns": 0, "calls": 3, "tokens_in": 11095, "tokens_out": 1481, "ctx_chars": 3841, "ctx_sha": "dd17e82c130fbdec", "wall_s": 108.4}, "P2_audit": {"role": "P2_audit", "run_dir": "r1-w1-0014/P2_audit", "status": "ok", "correct": true, "speedup": 0.4987, "speedup_lo95": 0.4962, "ref_ms": 8.72638, "cand_ms": 17.49818, "score_pass": 0.4987, "error": "ok", "infra": false, "infra_reruns": 0, "calls": 2, "tokens_in": 7452, "tokens_out": 1675, "ctx_chars": 4153, "ctx_sha": "08d75779476d2c57", "wall_s": 169.9}, "P2_prior": {"role": "P2_prior", "run_dir": "r1-w1-0014/P2_prior", "status": "ok", "correct": true, "speedup": 5.1544, "speedup_lo95": 5.1298, "ref_ms": 8.64766, "cand_ms": 1.67772, "score_pass": 5.1544, "error": "", "infra": false, "infra_reruns": 0, "calls": 1, "tokens_in": 2392, "tokens_out": 810, "ctx_chars": 2182, "ctx_sha": "56b353d2db18b4c0", "wall_s": 79.5}, "S": {"role": "S", "run_dir": "r1-w1-0014/S", "status": "ok", "correct": true, "speedup": 5.1566, "speedup_lo95": 5.1507, "ref_ms": 8.63643, "cand_ms": 1.67484, "score_pass": 5.1566, "error": "", "infra": false, "infra_reruns": 0, "calls": 2, "tokens_in": 5317, "tokens_out": 1178, "ctx_chars": 1982, "ctx_sha": "54e16caf9bef9eec", "wall_s": 54.2}}, "codes": {"P1": "36d5010ef4e0e7536bb193c3", "P2_refine": "a78f4559e06b95c5eaf48c61", "P2_consult": "403ddb9373fe4a606c862f81", "P2_audit": "6418eb1e31012b7c7c655c67", "P2_prior": "80d2641a80aea07c84741847", "S": "7283155fc8e34fb4e7d58627"}, "infra_any": false, "t_start": 1791530459.2385812, "t_end": 1791530711.5719578}
{"block": "r1-w1-0001", "task": "L2_010", "reader": "claude-opus-4-8", "rep": 0, "family": "conv_transpose", "p1_failed": true, "arms": {"bare": {"role": "P1", "score": 0.0, "final": {"score": 0.0, "status": "compile_error", "correct": false, "speedup": 0.0, "speedup_lo95": null, "rid": "rk-final|r1-w1-0001|06d58c56b3f6062b53f5da7f", "infra": false, "tries": 1, "error": "RuntimeError: Error building extension 'fused_mp_ht_mean': [1/3] c++ -MMD -MF main.o.d -DTORCH_EXTENSION_NAME=fused_mp_ht_mean -DTORCH_API_INCLUDE_EXTENSION_H -I/usr/local/eval-pch -isystem /usr/local/lib/python3.10/dist-packages/torch/include -isystem /usr/local/lib/python3.10/dist-packages/torch/inc"}, "score_pass": 0.0, "code_sha": "06d58c56b3f6062b53f5da7f"}, "show_all": {"role": "S", "score": 0.9795, "final": {"score": 0.9795, "status": "ok", "correct": true, "speedup": 0.9795, "speedup_lo95": 0.9785, "rid": "rk-final|r1-w1-0001|3a66634a7e02c267a47ca2f0", "infra": false, "tries": 1, "error": ""}, "score_pass": 0.9945, "code_sha": "3a66634a7e02c267a47ca2f0"}, "bare2": {"role": "P2_refine", "score": 1.1066, "final": {"score": 1.1066, "status": "ok", "correct": true, "speedup": 1.1066, "speedup_lo95": 1.1056, "rid": "rk-final|r1-w1-0001|8aa6d0c5f5ec7650df427d4f", "infra": false, "tries": 1, "error": ""}, "score_pass": 1.1089, "code_sha": "8aa6d0c5f5ec7650df427d4f"}, "attempt_then_consult": {"role": "P2_consult", "score": 1.1076, "final": {"score": 1.1076, "status": "ok", "correct": true, "speedup": 1.1076, "speedup_lo95": 1.107, "rid": "rk-final|r1-w1-0001|78b56c4965dce4f5f0e94780", "infra": false, "tries": 1, "error": ""}, "score_pass": 1.1091, "code_sha": "78b56c4965dce4f5f0e94780"}, "audit_then_consult": {"role": "P2_audit", "score": 1.1144, "final": {"score": 1.1144, "status": "ok", "correct": true, "speedup": 1.1144, "speedup_lo95": 1.1069, "rid": "rk-final|r1-w1-0001|887487aecac213a93eec65c7", "infra": false, "tries": 1, "error": ""}, "score_pass": 1.107, "code_sha": "887487aecac213a93eec65c7"}, "prior_then_consult": {"role": "P2_prior", "score": 1.1066, "final": {"score": 1.1066, "status": "ok", "correct": true, "speedup": 1.1066, "speedup_lo95": 1.1056, "rid": "rk-final|r1-w1-0001|8aa6d0c5f5ec7650df427d4f", "infra": false, "tries": 1, "error": ""}, "score_pass": 1.1081, "code_sha": "8aa6d0c5f5ec7650df427d4f"}, "consult_on_failure": {"role": "P2_consult", "score": 1.1076, "final": {"score": 1.1076, "status": "ok", "correct": true, "speedup": 1.1076, "speedup_lo95": 1.107, "rid": "rk-final|r1-w1-0001|78b56c4965dce4f5f0e94780", "infra": false, "tries": 1, "error": ""}, "score_pass": 1.1091, "code_sha": "78b56c4965dce4f5f0e94780"}}, "episodes": {"P1": {"role": "P1", "run_dir": "r1-w1-0001/P1", "status": "compile_error", "correct": false, "speedup": 0.0, "speedup_lo95": null, "ref_ms": null, "cand_ms": null, "score_pass": 0.0, "error": "RuntimeError: Error building extension 'fused_mp_ht_mean': [1/3] c++ -MMD -MF main.o.d -DTORCH_EXTENSION_NAME=fused_mp_ht_mean -DTORCH_API_INCLUDE_EXTENSION_H -I/usr/local/eval-pch -isystem /usr/local/lib/python3.10/dist-packages/torch/include -isystem /usr/local/lib/python3.10/dist-packages/torch/include/torch/csrc/api/include -isystem /usr/local/cuda/include -isystem /usr/include/python3.10 -fPIC -std=c++17 -c /tmp/sandbox/work/ext/fused_mp_ht_mean/main.cpp -o main.o \nFAILED: [code=1] main.o \nc++ -MMD -MF main.o.d -DTORCH_EXTENSION_NAME=fused_mp_ht_mean -DTORCH_API_INCLUDE_EXTENSION_H -I/usr/local/eval-pch -isystem /usr/local/lib/python3.10/dist-packages/torch/include -isystem /usr/local/lib/python3.10/dist-packages/torch/include/torch/csrc/api/include -isystem /usr/local/cuda/include -isystem /usr/include/python3.10 -fPIC -std=c++17 -c /tmp/sandbox/work/ext/fused_mp_ht_mean/main.cpp -o main.o \n/tmp/sandbox/work/ext/fused_mp_ht_mean/main.cpp:5:43: error: \u2018cudaStream_t\u2019 has not been declared\n    5 |                   float hmin, float hmax, cudaStream_t stream);\n      |                                           ^~~~~~~~~~~~\n/tmp/sandbox/work/ext/fused_mp_ht_mean/main.cpp: In function \u2018at::Tensor fused(at::Tensor, double, double)\u2019:\n/tmp/sandbox/work/ext/fused_mp_ht_mean/main.cpp:12:28: error: \u2018getCurrentCUDAStream\u2019 is not a member of \u2018at::cuda\u2019\n   12 |                  at::cuda::getCurrentCUDAStream());\n      |                            ^~~~~~~~~~~~~~~~~~~~\n[2/3] /usr/local/cuda/bin/nvcc --generate-depe", "infra": false, "infra_reruns": 0, "calls": 1, "tokens_in": 1874, "tokens_out": 1872, "ctx_chars": 0, "ctx_sha": "e3b0c44298fc1c14", "wall_s": 74.9}, "P2_refine": {"role": "P2_refine", "run_dir": "r1-w1-0001/P2_refine", "status": "ok", "correct": true, "speedup": 1.1089, "speedup_lo95": 1.1082, "ref_ms": 25.41345, "cand_ms": 22.91753, "score_pass": 1.1089, "error": "", "infra": false, "infra_reruns": 0, "calls": 1, "tokens_in": 4484, "tokens_out": 1662, "ctx_chars": 5550, "ctx_sha": "2c5bdc97306d9f89", "wall_s": 40.5}, "P2_consult": {"role": "P2_consult", "run_dir": "r1-w1-0001/P2_consult", "status": "ok", "correct": true, "speedup": 1.1091, "speedup_lo95": 1.1085, "ref_ms": 25.35136, "cand_ms": 22.85724, "score_pass": 1.1091, "error": "", "infra": false, "infra_reruns": 0, "calls": 3, "tokens_in": 35441, "tokens_out": 2445, "ctx_chars": 19562, "ctx_sha": "49c1009d5995c133", "wall_s": 187.5}, "P2_audit": {"role": "P2_audit", "run_dir": "r1-w1-0001/P2_audit", "status": "ok", "correct": true, "speedup": 1.107, "speedup_lo95": 1.1054, "ref_ms": 25.39554, "cand_ms": 22.94062, "score_pass": 1.107, "error": "", "infra": false, "infra_reruns": 0, "calls": 3, "tokens_in": 36445, "tokens_out": 3238, "ctx_chars": 19874, "ctx_sha": "314ac69fc5645156", "wall_s": 143.1}, "P2_prior": {"role": "P2_prior", "run_dir": "r1-w1-0001/P2_prior", "status": "ok", "correct": true, "speedup": 1.1081, "speedup_lo95": 1.1032, "ref_ms": 25.51968, "cand_ms": 23.03081, "score_pass": 1.1081, "error": "", "infra": false, "infra_reruns": 0, "calls": 1, "tokens_in": 4651, "tokens_out": 1658, "ctx_chars": 6178, "ctx_sha": "7f70833fee4d7999", "wall_s": 92.7}, "S": {"role": "S", "run_dir": "r1-w1-0001/S", "status": "ok", "correct": true, "speedup": 0.9945, "speedup_lo95": 0.9933, "ref_ms": 25.46801, "cand_ms": 25.60761, "score_pass": 0.9945, "error": "ok", "infra": false, "infra_reruns": 0, "calls": 3, "tokens_in": 28685, "tokens_out": 3546, "ctx_chars": 13707, "ctx_sha": "c2fd2e75f0a9c4ac", "wall_s": 59.3}}, "codes": {"P1": "06d58c56b3f6062b53f5da7f", "P2_refine": "8aa6d0c5f5ec7650df427d4f", "P2_consult": "78b56c4965dce4f5f0e94780", "P2_audit": "887487aecac213a93eec65c7", "P2_prior": "8aa6d0c5f5ec7650df427d4f", "S": "3a66634a7e02c267a47ca2f0"}, "infra_any": false, "t_start": 1791530459.2361107, "t_end": 1791530772.890948}
{"block": "r1-w1-0009", "task": "L2_007", "reader": "claude-opus-4-8", "rep": 0, "family": "conv", "p1_failed": false, "arms": {"bare": {"role": "P1", "score": 1.3627, "final": {"score": 1.3627, "status": "ok", "correct": true, "speedup": 1.3627, "speedup_lo95": 1.3572, "rid": "rk-final|r1-w1-0009|6b21e3a152693871db285b6e", "infra": false, "tries": 1, "error": ""}, "score_pass": 1.2454, "code_sha": "6b21e3a152693871db285b6e"}, "show_all": {"role": "S", "score": 1.3819, "final": {"score": 1.3819, "status": "ok", "correct": true, "speedup": 1.3819, "speedup_lo95": 1.3806, "rid": "rk-final|r1-w1-0009|53edf19b50b3e80b27817d34", "infra": false, "tries": 1, "error": ""}, "score_pass": 1.3802, "code_sha": "53edf19b50b3e80b27817d34"}, "bare2": {"role": "P1", "score": 1.3627, "final": {"score": 1.3627, "status": "ok", "correct": true, "speedup": 1.3627, "speedup_lo95": 1.3572, "rid": "rk-final|r1-w1-0009|6b21e3a152693871db285b6e", "infra": false, "tries": 1, "error": ""}, "score_pass": 1.2454, "code_sha": "6b21e3a152693871db285b6e"}, "attempt_then_consult": {"role": "P2_consult", "score": 1.378, "final": {"score": 1.378, "status": "ok", "correct": true, "speedup": 1.378, "speedup_lo95": 1.3772, "rid": "rk-final|r1-w1-0009|a3063ec7def2ff5566bb2ac1", "infra": false, "tries": 1, "error": ""}, "score_pass": 1.3821, "code_sha": "a3063ec7def2ff5566bb2ac1"}, "audit_then_consult": {"role": "P2_audit", "score": 1.3795, "final": {"score": 1.3795, "status": "ok", "correct": true, "speedup": 1.3795, "speedup_lo95": 1.3741, "rid": "rk-final|r1-w1-0009|9eb2bf0100a1d71a9ec382e4", "infra": false, "tries": 1, "error": ""}, "score_pass": 1.3851, "code_sha": "9eb2bf0100a1d71a9ec382e4"}, "prior_then_consult": {"role": "P2_prior", "score": 1.3802, "final": {"score": 1.3802, "status": "ok", "correct": true, "speedup": 1.3802, "speedup_lo95": 1.3785, "rid": "rk-final|r1-w1-0009|6d5c83c8ad718ace8f232a6a", "infra": false, "tries": 1, "error": ""}, "score_pass": 1.3704, "code_sha": "6d5c83c8ad718ace8f232a6a"}, "consult_on_failure": {"role": "P1", "score": 1.3627, "final": {"score": 1.3627, "status": "ok", "correct": true, "speedup": 1.3627, "speedup_lo95": 1.3572, "rid": "rk-final|r1-w1-0009|6b21e3a152693871db285b6e", "infra": false, "tries": 1, "error": ""}, "score_pass": 1.2454, "code_sha": "6b21e3a152693871db285b6e"}}, "episodes": {"P1": {"role": "P1", "run_dir": "r1-w1-0009/P1", "status": "ok", "correct": true, "speedup": 1.2454, "speedup_lo95": 1.2394, "ref_ms": 20.16204, "cand_ms": 16.18958, "score_pass": 1.2454, "error": "", "infra": false, "infra_reruns": 0, "calls": 1, "tokens_in": 1716, "tokens_out": 847, "ctx_chars": 0, "ctx_sha": "e3b0c44298fc1c14", "wall_s": 115.6}, "P2_refine": {"role": "P2_refine", "run_dir": "r1-w1-0009/P2_refine", "status": "compile_error", "correct": false, "speedup": 0.0, "speedup_lo95": null, "ref_ms": null, "cand_ms": null, "score_pass": 0.0, "error": "RuntimeError: Error building extension 'fused_act_v7': [1/3] c++ -MMD -MF main.o.d -DTORCH_EXTENSION_NAME=fused_act_v7 -DTORCH_API_INCLUDE_EXTENSION_H -I/usr/local/eval-pch -isystem /usr/local/lib/python3.10/dist-packages/torch/include -isystem /usr/local/lib/python3.10/dist-packages/torch/include/torch/csrc/api/include -isystem /usr/local/cuda/include -isystem /usr/include/python3.10 -fPIC -std=c++17 -c /tmp/sandbox/work/ext/fused_act_v7/main.cpp -o main.o \nFAILED: [code=1] main.o \nc++ -MMD -MF main.o.d -DTORCH_EXTENSION_NAME=fused_act_v7 -DTORCH_API_INCLUDE_EXTENSION_H -I/usr/local/eval-pch -isystem /usr/local/lib/python3.10/dist-packages/torch/include -isystem /usr/local/lib/python3.10/dist-packages/torch/include/torch/csrc/api/include -isystem /usr/local/cuda/include -isystem /usr/include/python3.10 -fPIC -std=c++17 -c /tmp/sandbox/work/ext/fused_act_v7/main.cpp -o main.o \n/tmp/sandbox/work/ext/fused_act_v7/main.cpp:5:51: error: \u2018cudaStream_t\u2019 has not been declared\n    5 |                   long n_elem, int C, long inner, cudaStream_t stream);\n      |                                                   ^~~~~~~~~~~~\n/tmp/sandbox/work/ext/fused_act_v7/main.cpp: In function \u2018at::Tensor fused(at::Tensor, at::Tensor)\u2019:\n/tmp/sandbox/work/ext/fused_act_v7/main.cpp:13:41: error: \u2018getCurrentCUDAStream\u2019 is not a member of \u2018at::cuda\u2019\n   13 |                  n, C, inner, at::cuda::getCurrentCUDAStream());\n      |                                         ^~~~~~~~~~~~~~~~~~~~\nIn file included from /usr/local/lib/pyt", "infra": false, "infra_reruns": 0, "calls": 1, "tokens_in": 2612, "tokens_out": 1308, "ctx_chars": 1949, "ctx_sha": "6c7045f054310a1a", "wall_s": 63.4}, "P2_consult": {"role": "P2_consult", "run_dir": "r1-w1-0009/P2_consult", "status": "ok", "correct": true, "speedup": 1.3821, "speedup_lo95": 1.38, "ref_ms": 19.99528, "cand_ms": 14.4674, "score_pass": 1.3821, "error": "", "infra": false, "infra_reruns": 0, "calls": 1, "tokens_in": 7288, "tokens_out": 873, "ctx_chars": 12762, 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-DTORCH_API_INCLUDE_EXTENSION_H -I/usr/local/eval-pch -isystem /usr/local/lib/python3.10/dist-packages/torch/include -isystem /usr/local/lib/python3.10/dist-packages/torch/include/torch/csrc/api/include -isystem /usr/local/cuda/include -isystem /usr/include/python3.10 -fPIC -std=c++17 -c /tmp/sandbox/work/ext/convt_ext/main.cpp -o main.o \nFAILED: [code=1] main.o \nc++ -MMD -MF main.o.d -DTORCH_EXTENSION_NAME=convt_ext -DTORCH_API_INCLUDE_EXTENSION_H -I/usr/local/eval-pch -isystem /usr/local/lib/python3.10/dist-packages/torch/include -isystem /usr/local/lib/python3.10/dist-packages/torch/include/torch/csrc/api/include -isystem /usr/local/cuda/include -isystem /usr/include/python3.10 -fPIC -std=c++17 -c /tmp/sandbox/work/ext/convt_ext/main.cpp -o main.o \n/tmp/sandbox/work/ext/convt_ext/main.cpp: In function \u2018at::Tensor convt(at::Tensor, at::Tensor, at::Tensor, int, int, int, int, int, int, int)\u2019:\n/tmp/sandbox/work/ext/convt_ext/main.cpp:27:19: error: \u2018getCurrentCUDAStream\u2019 is not a member of \u2018at::cuda\u2019\n   27 |         at::cuda::getCurrentCUDAStream());\n      |                   ^~~~~~~~~~~~~~~~~~~~\n[2/3] /usr/local/cuda/bin/nvcc --generate-dependencies-with-compile --dependency-output cuda.cuda.o.d -DTORCH_EXTENSION_NAME=convt_ext -DTORCH_API_INCLUDE_EXTENSION_H -I/usr/local/eval-pch -isystem /usr/local/lib/python3.10/dist-packages/torch/include -isystem /usr/local/lib/python3.10/dist-packages", "infra": false, "infra_reruns": 0, "calls": 1, "tokens_in": 2118, "tokens_out": 2394, "ctx_chars": 0, "ctx_sha": "e3b0c44298fc1c14", "wall_s": 74.9}, "P2_refine": {"role": "P2_refine", "run_dir": "r1-w1-0021/P2_refine", "status": "ok", "correct": true, "speedup": 0.6239, "speedup_lo95": 0.6215, "ref_ms": 12.21695, "cand_ms": 19.58085, "score_pass": 0.6239, "error": "ok", "infra": false, "infra_reruns": 0, "calls": 1, "tokens_in": 5268, "tokens_out": 2232, "ctx_chars": 6600, "ctx_sha": "5a2db4d81624dc70", "wall_s": 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{"block": "r1-w1-0026", "task": "L2_031", "reader": "claude-opus-4-8", "rep": 0, "family": "conv", "p1_failed": true, "arms": {"bare": {"role": "P1", "score": 0.0, "final": {"score": 0.0, "status": "compile_error", "correct": false, "speedup": 0.0, "speedup_lo95": null, "rid": "rk-final|r1-w1-0026|98151d412a855df09342573e", "infra": false, "tries": 1, "error": "RuntimeError: Error building extension 'fuse_cmam': [1/3] c++ -MMD -MF main.o.d -DTORCH_EXTENSION_NAME=fuse_cmam -DTORCH_API_INCLUDE_EXTENSION_H -I/usr/local/eval-pch -isystem /usr/local/lib/python3.10/dist-packages/torch/include -isystem /usr/local/lib/python3.10/dist-packages/torch/include/torch/csr"}, "score_pass": 0.0, "code_sha": "98151d412a855df09342573e"}, "show_all": {"role": "S", "score": 1.0611, "final": {"score": 1.0611, "status": "ok", "correct": true, "speedup": 1.0611, "speedup_lo95": 1.0325, "rid": "rk-final|r1-w1-0026|52b270483a64777321810d10", "infra": false, "tries": 1, "error": ""}, "score_pass": 1.1325, "code_sha": "52b270483a64777321810d10"}, "bare2": {"role": "P2_refine", "score": 1.0643, "final": {"score": 1.0643, "status": "ok", "correct": true, "speedup": 1.0643, "speedup_lo95": 1.0559, "rid": "rk-final|r1-w1-0026|38026a9574b4a8d6335860f2", "infra": false, "tries": 1, "error": ""}, "score_pass": 1.015, "code_sha": "38026a9574b4a8d6335860f2"}, "attempt_then_consult": {"role": "P2_consult", "score": 1.179, "final": {"score": 1.179, "status": "ok", "correct": true, "speedup": 1.179, "speedup_lo95": 1.1674, "rid": "rk-final|r1-w1-0026|6056dee9934967b1031efb8a", "infra": false, "tries": 1, "error": ""}, "score_pass": 1.0365, "code_sha": "6056dee9934967b1031efb8a"}, "audit_then_consult": {"role": "P2_audit", "score": 1.179, "final": {"score": 1.179, "status": "ok", "correct": true, "speedup": 1.179, "speedup_lo95": 1.1674, "rid": "rk-final|r1-w1-0026|6056dee9934967b1031efb8a", "infra": false, "tries": 1, "error": ""}, "score_pass": 1.0457, "code_sha": "6056dee9934967b1031efb8a"}, "prior_then_consult": {"role": "P2_prior", "score": 1.0643, "final": {"score": 1.0643, "status": "ok", "correct": true, "speedup": 1.0643, "speedup_lo95": 1.0559, "rid": "rk-final|r1-w1-0026|38026a9574b4a8d6335860f2", "infra": false, "tries": 1, "error": ""}, "score_pass": 1.0207, "code_sha": "38026a9574b4a8d6335860f2"}, "consult_on_failure": {"role": "P2_consult", "score": 1.179, "final": {"score": 1.179, "status": "ok", "correct": true, "speedup": 1.179, "speedup_lo95": 1.1674, "rid": "rk-final|r1-w1-0026|6056dee9934967b1031efb8a", "infra": false, "tries": 1, "error": ""}, "score_pass": 1.0365, "code_sha": "6056dee9934967b1031efb8a"}}, "episodes": {"P1": {"role": "P1", "run_dir": "r1-w1-0026/P1", "status": "compile_error", "correct": false, "speedup": 0.0, "speedup_lo95": null, "ref_ms": null, "cand_ms": null, "score_pass": 0.0, "error": "RuntimeError: Error building extension 'fuse_cmam': [1/3] c++ -MMD -MF main.o.d -DTORCH_EXTENSION_NAME=fuse_cmam -DTORCH_API_INCLUDE_EXTENSION_H -I/usr/local/eval-pch -isystem /usr/local/lib/python3.10/dist-packages/torch/include -isystem /usr/local/lib/python3.10/dist-packages/torch/include/torch/csrc/api/include -isystem /usr/local/cuda/include -isystem /usr/include/python3.10 -fPIC -std=c++17 -c /tmp/sandbox/work/ext/fuse_cmam/main.cpp -o main.o \nFAILED: [code=1] main.o \nc++ -MMD -MF main.o.d -DTORCH_EXTENSION_NAME=fuse_cmam -DTORCH_API_INCLUDE_EXTENSION_H -I/usr/local/eval-pch -isystem /usr/local/lib/python3.10/dist-packages/torch/include -isystem /usr/local/lib/python3.10/dist-packages/torch/include/torch/csrc/api/include -isystem /usr/local/cuda/include -isystem /usr/include/python3.10 -fPIC -std=c++17 -c /tmp/sandbox/work/ext/fuse_cmam/main.cpp -o main.o \n/tmp/sandbox/work/ext/fuse_cmam/main.cpp:5:44: error: \u2018cudaStream_t\u2019 has not been declared\n    5 |                  int total, int C, int HW, cudaStream_t stream);\n      |                                            ^~~~~~~~~~~~\n/tmp/sandbox/work/ext/fuse_cmam/main.cpp: In function \u2018at::Tensor fuse(at::Tensor, at::Tensor, double, double)\u2019:\n/tmp/sandbox/work/ext/fuse_cmam/main.cpp:14:27: error: \u2018getCurrentCUDAStream\u2019 is not a member of \u2018at::cuda\u2019\n   14 |                 at::cuda::getCurrentCUDAStream());\n      |                           ^~~~~~~~~~~~~~~~~~~~\n[2/3] /usr/local/cuda/bin/nvcc --generate-dependencies-with-compile --dependency-output cud", "infra": false, "infra_reruns": 0, "calls": 1, "tokens_in": 1710, "tokens_out": 1000, "ctx_chars": 0, "ctx_sha": "e3b0c44298fc1c14", "wall_s": 64.7}, "P2_refine": {"role": "P2_refine", "run_dir": "r1-w1-0026/P2_refine", "status": "ok", "correct": true, "speedup": 1.015, "speedup_lo95": 1.0087, "ref_ms": 17.38207, "cand_ms": 17.12556, "score_pass": 1.015, "error": "", "infra": false, "infra_reruns": 0, "calls": 1, "tokens_in": 3627, "tokens_out": 1057, "ctx_chars": 4270, "ctx_sha": "6aa9b6dd8e530aad", "wall_s": 217.2}, "P2_consult": {"role": "P2_consult", "run_dir": "r1-w1-0026/P2_consult", "status": "ok", "correct": true, "speedup": 1.0365, "speedup_lo95": 1.0321, "ref_ms": 17.40144, "cand_ms": 16.788, "score_pass": 1.0365, "error": "", "infra": false, "infra_reruns": 0, "calls": 1, "tokens_in": 7758, "tokens_out": 676, "ctx_chars": 14019, "ctx_sha": "821864b02eac2359", "wall_s": 163.6}, "P2_audit": {"role": "P2_audit", "run_dir": "r1-w1-0026/P2_audit", "status": "ok", "correct": true, "speedup": 1.0457, "speedup_lo95": 1.0425, "ref_ms": 17.60852, "cand_ms": 16.83836, "score_pass": 1.0457, "error": "", "infra": false, "infra_reruns": 0, "calls": 3, "tokens_in": 25213, "tokens_out": 1372, "ctx_chars": 14331, "ctx_sha": "52e6232ba363224a", "wall_s": 249.9}, "P2_prior": {"role": "P2_prior", "run_dir": "r1-w1-0026/P2_prior", "status": "ok", "correct": true, "speedup": 1.0207, "speedup_lo95": 1.0097, "ref_ms": 17.44854, "cand_ms": 17.09447, "score_pass": 1.0207, "error": "", "infra": false, "infra_reruns": 0, "calls": 1, "tokens_in": 3794, "tokens_out": 1054, "ctx_chars": 4898, "ctx_sha": "e0fc1d4215bb567a", "wall_s": 147.7}, "S": {"role": "S", "run_dir": "r1-w1-0026/S", "status": "ok", "correct": true, "speedup": 1.1325, "speedup_lo95": 1.0487, "ref_ms": 18.42872, "cand_ms": 16.27291, "score_pass": 1.1325, "error": "", "infra": false, "infra_reruns": 0, "calls": 1, "tokens_in": 5757, "tokens_out": 654, "ctx_chars": 9444, "ctx_sha": "a1ff20f70ebfdfbd", "wall_s": 150.1}}, "codes": {"P1": "98151d412a855df09342573e", "P2_refine": "38026a9574b4a8d6335860f2", "P2_consult": "6056dee9934967b1031efb8a", "P2_audit": "6056dee9934967b1031efb8a", "P2_prior": "38026a9574b4a8d6335860f2", "S": "52b270483a64777321810d10"}, "infra_any": false, "t_start": 1791531575.8150074, "t_end": 1791532076.2164376}
{"block": "r1-w1-0025", "task": "L2_093", "reader": "claude-opus-4-8", "rep": 0, "family": "conv_transpose", "p1_failed": true, "arms": {"bare": {"role": "P1", "score": 0.0, "final": {"score": 0.0, "status": "compile_error", "correct": false, "speedup": 0.0, "speedup_lo95": null, "rid": "rk-final|r1-w1-0025|bebf2a6f89e01e194517843b", "infra": false, "tries": 1, "error": "RuntimeError: Error building extension 'fused_tconv_elem': [1/3] c++ -MMD -MF main.o.d -DTORCH_EXTENSION_NAME=fused_tconv_elem -DTORCH_API_INCLUDE_EXTENSION_H -I/usr/local/eval-pch -isystem /usr/local/lib/python3.10/dist-packages/torch/include -isystem /usr/local/lib/python3.10/dist-packages/torch/inc"}, "score_pass": 0.0, "code_sha": "bebf2a6f89e01e194517843b"}, "show_all": {"role": "S", "score": 1.1406, "final": {"score": 1.1406, "status": "ok", "correct": true, "speedup": 1.1406, "speedup_lo95": 1.0079, "rid": "rk-final|r1-w1-0025|6a191d0665d3004ea632683a", "infra": false, "tries": 1, "error": ""}, "score_pass": 0.9707, "code_sha": "6a191d0665d3004ea632683a"}, "bare2": {"role": "P1", "score": 0.0, "final": {"score": 0.0, "status": "compile_error", "correct": false, "speedup": 0.0, "speedup_lo95": null, "rid": "rk-final|r1-w1-0025|bebf2a6f89e01e194517843b", "infra": false, "tries": 1, "error": "RuntimeError: Error building extension 'fused_tconv_elem': [1/3] c++ -MMD -MF main.o.d -DTORCH_EXTENSION_NAME=fused_tconv_elem -DTORCH_API_INCLUDE_EXTENSION_H -I/usr/local/eval-pch -isystem /usr/local/lib/python3.10/dist-packages/torch/include -isystem /usr/local/lib/python3.10/dist-packages/torch/inc"}, "score_pass": 0.0, "code_sha": "bebf2a6f89e01e194517843b"}, "attempt_then_consult": {"role": "P2_consult", "score": 1.184, "final": {"score": 1.184, "status": "ok", "correct": true, "speedup": 1.184, "speedup_lo95": 1.0003, "rid": "rk-final|r1-w1-0025|81efec9abe9053b92a813c8f", "infra": false, "tries": 1, "error": ""}, "score_pass": 0.9539, "code_sha": "81efec9abe9053b92a813c8f"}, "audit_then_consult": {"role": "P2_audit", "score": 1.0582, "final": {"score": 1.0582, "status": "ok", "correct": true, "speedup": 1.0582, "speedup_lo95": 0.9645, "rid": "rk-final|r1-w1-0025|f611bf28ad0c58d24ef79cdb", "infra": false, "tries": 1, "error": ""}, "score_pass": 1.1061, "code_sha": "f611bf28ad0c58d24ef79cdb"}, "prior_then_consult": {"role": "P1", "score": 0.0, "final": {"score": 0.0, "status": "compile_error", "correct": false, "speedup": 0.0, "speedup_lo95": null, "rid": "rk-final|r1-w1-0025|bebf2a6f89e01e194517843b", "infra": false, "tries": 1, "error": "RuntimeError: Error building extension 'fused_tconv_elem': [1/3] c++ -MMD -MF main.o.d -DTORCH_EXTENSION_NAME=fused_tconv_elem -DTORCH_API_INCLUDE_EXTENSION_H -I/usr/local/eval-pch -isystem /usr/local/lib/python3.10/dist-packages/torch/include -isystem /usr/local/lib/python3.10/dist-packages/torch/inc"}, "score_pass": 0.0, "code_sha": "bebf2a6f89e01e194517843b"}, "consult_on_failure": {"role": "P2_consult", "score": 1.184, "final": {"score": 1.184, "status": "ok", "correct": true, "speedup": 1.184, "speedup_lo95": 1.0003, "rid": "rk-final|r1-w1-0025|81efec9abe9053b92a813c8f", "infra": false, "tries": 1, "error": ""}, "score_pass": 0.9539, "code_sha": "81efec9abe9053b92a813c8f"}}, "episodes": {"P1": {"role": "P1", "run_dir": "r1-w1-0025/P1", "status": "compile_error", "correct": false, "speedup": 0.0, "speedup_lo95": null, "ref_ms": null, "cand_ms": null, "score_pass": 0.0, "error": "RuntimeError: Error building extension 'fused_tconv_elem': [1/3] c++ -MMD -MF main.o.d -DTORCH_EXTENSION_NAME=fused_tconv_elem -DTORCH_API_INCLUDE_EXTENSION_H -I/usr/local/eval-pch -isystem /usr/local/lib/python3.10/dist-packages/torch/include -isystem /usr/local/lib/python3.10/dist-packages/torch/include/torch/csrc/api/include -isystem /usr/local/cuda/include -isystem /usr/include/python3.10 -fPIC -std=c++17 -c /tmp/sandbox/work/ext/fused_tconv_elem/main.cpp -o main.o \nFAILED: [code=1] main.o \nc++ -MMD -MF main.o.d -DTORCH_EXTENSION_NAME=fused_tconv_elem -DTORCH_API_INCLUDE_EXTENSION_H -I/usr/local/eval-pch -isystem /usr/local/lib/python3.10/dist-packages/torch/include -isystem /usr/local/lib/python3.10/dist-packages/torch/include/torch/csrc/api/include -isystem /usr/local/cuda/include -isystem /usr/include/python3.10 -fPIC -std=c++17 -c /tmp/sandbox/work/ext/fused_tconv_elem/main.cpp -o main.o \n/tmp/sandbox/work/ext/fused_tconv_elem/main.cpp:4:82: error: \u2018cudaStream_t\u2019 has not been declared\n    4 | void fused_launch(const float* in, float* out, float add_v, float mul_v, long n, cudaStream_t stream);\n      |                                                                                  ^~~~~~~~~~~~\n/tmp/sandbox/work/ext/fused_tconv_elem/main.cpp: In function \u2018at::Tensor fused(at::Tensor, double, double)\u2019:\n/tmp/sandbox/work/ext/fused_tconv_elem/main.cpp:8:39: error: \u2018getCurrentCUDAStream\u2019 is not a member of \u2018at::cuda\u2019\n    8 |                  x.numel(), at::cuda::getCurrentCUDAStream());\n      |       ", "infra": false, "infra_reruns": 0, "calls": 1, "tokens_in": 1706, "tokens_out": 898, "ctx_chars": 0, "ctx_sha": "e3b0c44298fc1c14", "wall_s": 62.9}, "P2_refine": {"role": "P2_refine", "run_dir": "r1-w1-0025/P2_refine", "status": "compile_error", "correct": false, "speedup": 0.0, "speedup_lo95": null, "ref_ms": null, "cand_ms": null, "score_pass": 0.0, "error": "RuntimeError: Error building extension 'fused_tconv_elem2': [1/3] c++ -MMD -MF main.o.d -DTORCH_EXTENSION_NAME=fused_tconv_elem2 -DTORCH_API_INCLUDE_EXTENSION_H -I/usr/local/eval-pch -isystem /usr/local/lib/python3.10/dist-packages/torch/include -isystem /usr/local/lib/python3.10/dist-packages/torch/include/torch/csrc/api/include -isystem /usr/local/cuda/include -isystem /usr/include/python3.10 -fPIC -std=c++17 -c /tmp/sandbox/work/ext/fused_tconv_elem2/main.cpp -o main.o \nFAILED: [code=1] main.o \nc++ -MMD -MF main.o.d -DTORCH_EXTENSION_NAME=fused_tconv_elem2 -DTORCH_API_INCLUDE_EXTENSION_H -I/usr/local/eval-pch -isystem /usr/local/lib/python3.10/dist-packages/torch/include -isystem /usr/local/lib/python3.10/dist-packages/torch/include/torch/csrc/api/include -isystem /usr/local/cuda/include -isystem /usr/include/python3.10 -fPIC -std=c++17 -c /tmp/sandbox/work/ext/fused_tconv_elem2/main.cpp -o main.o \nIn file included from /usr/local/lib/python3.10/dist-packages/torch/include/pybind11/attr.h:13,\n                 from /usr/local/lib/python3.10/dist-packages/torch/include/pybind11/detail/class.h:12,\n                 from /usr/local/lib/python3.10/dist-packages/torch/include/pybind11/pybind11.h:12,\n                 from /usr/local/lib/python3.10/dist-packages/torch/include/torch/csrc/Exceptions.h:12,\n                 from /usr/local/lib/python3.10/dist-packages/torch/include/torch/csrc/api/include/torch/python.h:11,\n                 from /usr/local/eval-pch/torch/extension.h:9:\n/tmp/sandbox/work/ext", "infra": false, "infra_reruns": 0, "calls": 1, "tokens_in": 3484, "tokens_out": 939, "ctx_chars": 3881, "ctx_sha": "2e29a313ec0af3a6", "wall_s": 60.7}, "P2_consult": {"role": "P2_consult", "run_dir": "r1-w1-0025/P2_consult", "status": "ok", "correct": true, "speedup": 0.9539, "speedup_lo95": 0.9518, "ref_ms": 31.23116, "cand_ms": 32.73966, "score_pass": 0.9539, "error": "ok", "infra": false, "infra_reruns": 0, "calls": 3, "tokens_in": 31797, "tokens_out": 2713, "ctx_chars": 15941, "ctx_sha": "5a7b63416bbac737", "wall_s": 382.3}, "P2_audit": {"role": "P2_audit", "run_dir": "r1-w1-0025/P2_audit", "status": "ok", "correct": true, "speedup": 1.1061, "speedup_lo95": 0.9657, "ref_ms": 31.34086, "cand_ms": 28.33568, "score_pass": 1.1061, "error": "ok", "infra": false, "infra_reruns": 0, "calls": 1, "tokens_in": 8900, "tokens_out": 620, "ctx_chars": 16253, "ctx_sha": "78ba61e057ff4c68", "wall_s": 171.3}, "P2_prior": {"role": "P2_prior", "run_dir": "r1-w1-0025/P2_prior", "status": "compile_error", "correct": false, "speedup": 0.0, "speedup_lo95": null, "ref_ms": null, "cand_ms": null, "score_pass": 0.0, "error": "RuntimeError: Error building extension 'fused_tconv_elem2': [1/3] c++ -MMD -MF main.o.d -DTORCH_EXTENSION_NAME=fused_tconv_elem2 -DTORCH_API_INCLUDE_EXTENSION_H -I/usr/local/eval-pch -isystem /usr/local/lib/python3.10/dist-packages/torch/include -isystem /usr/local/lib/python3.10/dist-packages/torch/include/torch/csrc/api/include -isystem /usr/local/cuda/include -isystem /usr/include/python3.10 -fPIC -std=c++17 -c /tmp/sandbox/work/ext/fused_tconv_elem2/main.cpp -o main.o \nFAILED: [code=1] main.o \nc++ -MMD -MF main.o.d -DTORCH_EXTENSION_NAME=fused_tconv_elem2 -DTORCH_API_INCLUDE_EXTENSION_H -I/usr/local/eval-pch -isystem /usr/local/lib/python3.10/dist-packages/torch/include -isystem /usr/local/lib/python3.10/dist-packages/torch/include/torch/csrc/api/include -isystem /usr/local/cuda/include -isystem /usr/include/python3.10 -fPIC -std=c++17 -c /tmp/sandbox/work/ext/fused_tconv_elem2/main.cpp -o main.o \nIn file included from /usr/local/lib/python3.10/dist-packages/torch/include/pybind11/attr.h:13,\n                 from /usr/local/lib/python3.10/dist-packages/torch/include/pybind11/detail/class.h:12,\n                 from /usr/local/lib/python3.10/dist-packages/torch/include/pybind11/pybind11.h:12,\n                 from /usr/local/lib/python3.10/dist-packages/torch/include/torch/csrc/Exceptions.h:12,\n                 from /usr/local/lib/python3.10/dist-packages/torch/include/torch/csrc/api/include/torch/python.h:11,\n                 from /usr/local/eval-pch/torch/extension.h:9:\n/tmp/sandbox/work/ext", "infra": false, "infra_reruns": 0, "calls": 1, "tokens_in": 3651, "tokens_out": 925, "ctx_chars": 4509, "ctx_sha": "f380cf9dfa393bb1", "wall_s": 60.6}, "S": {"role": "S", "run_dir": "r1-w1-0025/S", "status": "ok", "correct": true, "speedup": 0.9707, "speedup_lo95": 0.9668, "ref_ms": 31.44086, "cand_ms": 32.38936, "score_pass": 0.9707, "error": "ok", "infra": false, "infra_reruns": 0, "calls": 1, "tokens_in": 6947, "tokens_out": 583, "ctx_chars": 11755, "ctx_sha": "c9bcbb50b8ac09fd", "wall_s": 148.8}}, "codes": {"P1": "bebf2a6f89e01e194517843b", "P2_refine": "acb7d8059d4cce4dceaa8ce6", "P2_consult": "81efec9abe9053b92a813c8f", "P2_audit": "f611bf28ad0c58d24ef79cdb", "P2_prior": "acb7d8059d4cce4dceaa8ce6", "S": "6a191d0665d3004ea632683a"}, "infra_any": false, "t_start": 1791531520.051584, "t_end": 1791532148.8292124}
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-DTORCH_API_INCLUDE_EXTENSION_H -I/usr/local/eval-pch -isystem /usr/local/lib/python3.10/dist-packages/torch/include -isystem /usr/local/lib/python3.10/dist-packages/torch/include/torch/csrc/api/include -isystem /usr/local/cuda/include -isystem /usr/include/python3.10 -fPIC -std=c++17 -c /tmp/sandbox/work/ext/instnorm_div_mod/main.cpp -o main.o \nFAILED: [code=1] main.o \nc++ -MMD -MF main.o.d -DTORCH_EXTENSION_NAME=instnorm_div_mod -DTORCH_API_INCLUDE_EXTENSION_H -I/usr/local/eval-pch -isystem /usr/local/lib/python3.10/dist-packages/torch/include -isystem /usr/local/lib/python3.10/dist-packages/torch/include/torch/csrc/api/include -isystem /usr/local/cuda/include -isystem /usr/include/python3.10 -fPIC -std=c++17 -c /tmp/sandbox/work/ext/instnorm_div_mod/main.cpp -o main.o \n/tmp/sandbox/work/ext/instnorm_div_mod/main.cpp:5:52: error: \u2018cudaStream_t\u2019 has not been declared\n    5 |                          float inv_div, float eps, cudaStream_t stream);\n      |                                                    ^~~~~~~~~~~~\n/tmp/sandbox/work/ext/instnorm_div_mod/main.cpp: In function \u2018at::Tensor instnorm_div(at::Tensor, double)\u2019:\n/tmp/sandbox/work/ext/instnorm_div_mod/main.cpp:13:35: error: \u2018getCurrentCUDAStream\u2019 is not a member of \u2018at::cuda\u2019\n   13 |                         at::cuda::getCurrentCUDAStream());\n      |                                   ^~~~~~~~~~~~~~~~~~~~\n[2/3] /usr/loca", "infra": false, "infra_reruns": 0, "calls": 1, "tokens_in": 1606, "tokens_out": 1288, "ctx_chars": 0, "ctx_sha": "e3b0c44298fc1c14", "wall_s": 65.5}, "P2_refine": {"role": "P2_refine", "run_dir": "r1-w1-0037/P2_refine", "status": "ok", "correct": true, "speedup": 1.1286, "speedup_lo95": 1.0056, "ref_ms": 17.11862, "cand_ms": 15.16864, "score_pass": 1.1286, "error": "", "infra": false, "infra_reruns": 0, "calls": 1, "tokens_in": 3769, "tokens_out": 1304, "ctx_chars": 4659, "ctx_sha": "26c8aa8f4cd25f64", "wall_s": 259.1}, "P2_consult": 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-DTORCH_API_INCLUDE_EXTENSION_H -I/usr/local/eval-pch -isystem /usr/local/lib/python3.10/dist-packages/torch/include -isystem /usr/local/lib/python3.10/dist-packages/torch/include/torch/csrc/api/include -isystem /usr/local/cuda/include -isystem /usr/include/python3.10 -fPIC -std=c++17 -c /tmp/sandbox/work/ext/relu_bias_ext/main.cpp -o main.o \nFAILED: [code=1] main.o \nc++ -MMD -MF main.o.d -DTORCH_EXTENSION_NAME=relu_bias_ext -DTORCH_API_INCLUDE_EXTENSION_H -I/usr/local/eval-pch -isystem /usr/local/lib/python3.10/dist-packages/torch/include -isystem /usr/local/lib/python3.10/dist-packages/torch/include/torch/csrc/api/include -isystem /usr/local/cuda/include -isystem /usr/include/python3.10 -fPIC -std=c++17 -c /tmp/sandbox/work/ext/relu_bias_ext/main.cpp -o main.o \n/tmp/sandbox/work/ext/relu_bias_ext/main.cpp: In function \u2018at::Tensor relu_bias(at::Tensor, at::Tensor)\u2019:\n/tmp/sandbox/work/ext/relu_bias_ext/main.cpp:13:42: error: \u2018getCurrentCUDAStream\u2019 is not a member of \u2018at::cuda\u2019\n   13 |                      N, C, HW, at::cuda::getCurrentCUDAStream());\n      |                                          ^~~~~~~~~~~~~~~~~~~~\n[2/3] /usr/local/cuda/bin/nvcc --generate-dependencies-with-compile --dependency-output cuda.cuda.o.d -DTORCH_EXTENSION_NAME=relu_bias_ext -DTORCH_API_INCLUDE_EXTENSION_H -I/usr/local/eval-pch -isystem /usr/local/lib/python3.10/dist-packages/torch/include -isystem /usr", "infra": false, "infra_reruns": 0, "calls": 1, "tokens_in": 1597, "tokens_out": 914, "ctx_chars": 0, "ctx_sha": "e3b0c44298fc1c14", "wall_s": 61.6}, "P2_refine": {"role": "P2_refine", "run_dir": "r1-w1-0057/P2_refine", "status": "ok", "correct": true, "speedup": 1.0864, "speedup_lo95": 1.0776, "ref_ms": 16.17401, "cand_ms": 14.88759, "score_pass": 1.0864, "error": "", "infra": false, "infra_reruns": 0, "calls": 1, "tokens_in": 3434, "tokens_out": 902, "ctx_chars": 3919, "ctx_sha": "c6c22e504d06258d", "wall_s": 262.0}, "P2_consult": {"role": 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-DTORCH_API_INCLUDE_EXTENSION_H -I/usr/local/eval-pch -isystem /usr/local/lib/python3.10/dist-packages/torch/include -isystem /usr/local/lib/python3.10/dist-packages/torch/include/torch/csrc/api/include -isystem /usr/local/cuda/include -isystem /usr/include/python3.10 -fPIC -std=c++17 -c /tmp/sandbox/work/ext/shuffle_mod/main.cpp -o main.o \nFAILED: [code=1] main.o \nc++ -MMD -MF main.o.d -DTORCH_EXTENSION_NAME=shuffle_mod -DTORCH_API_INCLUDE_EXTENSION_H -I/usr/local/eval-pch -isystem /usr/local/lib/python3.10/dist-packages/torch/include -isystem /usr/local/lib/python3.10/dist-packages/torch/include/torch/csrc/api/include -isystem /usr/local/cuda/include -isystem /usr/include/python3.10 -fPIC -std=c++17 -c /tmp/sandbox/work/ext/shuffle_mod/main.cpp -o main.o \n/tmp/sandbox/work/ext/shuffle_mod/main.cpp:4:84: error: \u2018cudaStream_t\u2019 has not been declared\n    4 | void shuffle_launch(const float* in, float* out, int N, int C, int HW, int groups, cudaStream_t s);\n      |                                                                                    ^~~~~~~~~~~~\n/tmp/sandbox/work/ext/shuffle_mod/main.cpp: In function \u2018at::Tensor shuffle(at::Tensor, int64_t)\u2019:\n/tmp/sandbox/work/ext/shuffle_mod/main.cpp:11:30: error: \u2018getCurrentCUDAStream\u2019 is not a member of \u2018at::cuda\u2019\n   11 |                    at::cuda::getCurrentCUDAStream());\n      |                              ^~~~~~~~~~~~~~~~~~~~\n[2/3] /usr", "infra": false, "infra_reruns": 0, "calls": 1, "tokens_in": 2536, "tokens_out": 2041, "ctx_chars": 0, "ctx_sha": "e3b0c44298fc1c14", "wall_s": 95.5}, "P2_refine": {"role": "P2_refine", "run_dir": "r1-w2-0007/P2_refine", "status": "ok", "correct": true, "speedup": 1.0432, "speedup_lo95": 0.989, "ref_ms": 21.97934, "cand_ms": 21.06835, "score_pass": 1.0432, "error": "ok", "infra": false, "infra_reruns": 0, "calls": 1, "tokens_in": 5386, "tokens_out": 1979, "ctx_chars": 6205, "ctx_sha": "ebef975cb27457b2", "wall_s": 165.6}, 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-DTORCH_API_INCLUDE_EXTENSION_H -I/usr/local/eval-pch -isystem /usr/local/lib/python3.10/dist-packages/torch/include -isystem /usr/local/lib/python3.10/dist-packages/torch/include/torch/csrc/api/include -isystem /usr/local/cuda/include -isystem /usr/include/python3.10 -fPIC -std=c++17 -c /tmp/sandbox/work/ext/fuse_cmg/main.cpp -o main.o \nFAILED: [code=1] main.o \nc++ -MMD -MF main.o.d -DTORCH_EXTENSION_NAME=fuse_cmg -DTORCH_API_INCLUDE_EXTENSION_H -I/usr/local/eval-pch -isystem /usr/local/lib/python3.10/dist-packages/torch/include -isystem /usr/local/lib/python3.10/dist-packages/torch/include/torch/csrc/api/include -isystem /usr/local/cuda/include -isystem /usr/include/python3.10 -fPIC -std=c++17 -c /tmp/sandbox/work/ext/fuse_cmg/main.cpp -o main.o \n/tmp/sandbox/work/ext/fuse_cmg/main.cpp:4:80: error: \u2018cudaStream_t\u2019 has not been declared\n    4 | void fuse_launch(const float* x, float* out, float add_v, float mul_v, long n, cudaStream_t s);\n      |                                                                                ^~~~~~~~~~~~\n/tmp/sandbox/work/ext/fuse_cmg/main.cpp: In function \u2018at::Tensor fuse(at::Tensor, double, double)\u2019:\n/tmp/sandbox/work/ext/fuse_cmg/main.cpp:9:38: error: \u2018getCurrentCUDAStream\u2019 is not a member of \u2018at::cuda\u2019\n    9 |                 x.numel(), at::cuda::getCurrentCUDAStream());\n      |                                      ^~~~~~~~~~~~~~~~~~~~\n[2/3] /usr/local/cuda/b", "infra": false, "infra_reruns": 0, "calls": 1, "tokens_in": 1706, "tokens_out": 855, "ctx_chars": 0, "ctx_sha": "e3b0c44298fc1c14", "wall_s": 59.2}, "P2_refine": {"role": "P2_refine", "run_dir": "r1-w2-0008/P2_refine", "status": "ok", "correct": true, "speedup": 0.9549, "speedup_lo95": 0.9531, "ref_ms": 31.24503, "cand_ms": 32.72218, "score_pass": 0.9549, "error": "ok", "infra": false, "infra_reruns": 0, "calls": 1, "tokens_in": 3455, "tokens_out": 897, "ctx_chars": 3751, "ctx_sha": "edde4ae399fcc052", "wall_s": 171.9}, "P2_consult": {"role": "P2_consult", "run_dir": "r1-w2-0008/P2_consult", "status": "ok", "correct": true, "speedup": 1.0506, "speedup_lo95": 0.9638, "ref_ms": 31.39259, "cand_ms": 29.87925, "score_pass": 1.0506, "error": "ok", "infra": false, "infra_reruns": 0, "calls": 1, "tokens_in": 8780, "tokens_out": 573, "ctx_chars": 15811, "ctx_sha": "211693d94eced048", "wall_s": 148.1}, "P2_audit": {"role": "P2_audit", "run_dir": "r1-w2-0008/P2_audit", "status": "ok", "correct": true, "speedup": 1.1847, "speedup_lo95": 1.0049, "ref_ms": 31.15837, "cand_ms": 26.30166, "score_pass": 1.1847, "error": "", "infra": false, "infra_reruns": 0, "calls": 1, "tokens_in": 8871, "tokens_out": 597, "ctx_chars": 16123, "ctx_sha": "3a9b04826419ad74", "wall_s": 297.0}, "P2_prior": {"role": "P2_prior", "run_dir": "r1-w2-0008/P2_prior", "status": "ok", "correct": true, "speedup": 0.9708, "speedup_lo95": 0.9576, "ref_ms": 31.79234, "cand_ms": 32.75021, "score_pass": 0.9708, "error": "ok", "infra": false, 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"prior_then_consult": {"role": "P2_prior", "score": 1.1974, "final": {"score": 1.1974, "status": "ok", "correct": true, "speedup": 1.1974, "speedup_lo95": 1.0723, "rid": "rk-final|r1-w2-0020|20af7cac977b1d62d9825d0a", "infra": false, "tries": 1, "error": ""}, "score_pass": 1.2269, "code_sha": "20af7cac977b1d62d9825d0a"}, "consult_on_failure": {"role": "P2_consult", "score": 1.209, "final": {"score": 1.209, "status": "ok", "correct": true, "speedup": 1.209, "speedup_lo95": 1.2059, "rid": "rk-final|r1-w2-0020|5e0babfe2648f02fb71ae13a", "infra": false, "tries": 1, "error": ""}, "score_pass": 1.2076, "code_sha": "5e0babfe2648f02fb71ae13a"}}, "episodes": {"P1": {"role": "P1", "run_dir": "r1-w2-0020/P1", "status": "compile_error", "correct": false, "speedup": 0.0, "speedup_lo95": null, "ref_ms": null, "cand_ms": null, "score_pass": 0.0, "error": "RuntimeError: Error building extension 'fuse_cmm': [1/3] c++ -MMD -MF main.o.d -DTORCH_EXTENSION_NAME=fuse_cmm -DTORCH_API_INCLUDE_EXTENSION_H -I/usr/local/eval-pch -isystem /usr/local/lib/python3.10/dist-packages/torch/include -isystem /usr/local/lib/python3.10/dist-packages/torch/include/torch/csrc/api/include -isystem /usr/local/cuda/include -isystem /usr/include/python3.10 -fPIC -std=c++17 -c /tmp/sandbox/work/ext/fuse_cmm/main.cpp -o main.o \nFAILED: [code=1] main.o \nc++ -MMD -MF main.o.d -DTORCH_EXTENSION_NAME=fuse_cmm -DTORCH_API_INCLUDE_EXTENSION_H -I/usr/local/eval-pch -isystem /usr/local/lib/python3.10/dist-packages/torch/include -isystem /usr/local/lib/python3.10/dist-packages/torch/include/torch/csrc/api/include -isystem /usr/local/cuda/include -isystem /usr/include/python3.10 -fPIC -std=c++17 -c /tmp/sandbox/work/ext/fuse_cmm/main.cpp -o main.o \n/tmp/sandbox/work/ext/fuse_cmm/main.cpp:5:43: error: \u2018cudaStream_t\u2019 has not been declared\n    5 |                  float cval, float scale, cudaStream_t stream);\n      |                                           ^~~~~~~~~~~~\n/tmp/sandbox/work/ext/fuse_cmm/main.cpp: In function \u2018at::Tensor fuse(at::Tensor, at::Tensor, double, double)\u2019:\n/tmp/sandbox/work/ext/fuse_cmm/main.cpp:12:27: error: \u2018getCurrentCUDAStream\u2019 is not a member of \u2018at::cuda\u2019\n   12 |                 at::cuda::getCurrentCUDAStream());\n      |                           ^~~~~~~~~~~~~~~~~~~~\n[2/3] /usr/local/cuda/bin/nvcc --generate-dependencies-with-compile --dependency-output cuda.cuda.o.d", "infra": false, "infra_reruns": 0, "calls": 1, "tokens_in": 1710, "tokens_out": 1024, "ctx_chars": 0, "ctx_sha": "e3b0c44298fc1c14", "wall_s": 62.2}, "P2_refine": {"role": "P2_refine", "run_dir": "r1-w2-0020/P2_refine", "status": "ok", "correct": true, "speedup": 1.0198, "speedup_lo95": 1.0152, "ref_ms": 17.45047, "cand_ms": 17.11159, "score_pass": 1.0198, "error": "", "infra": false, "infra_reruns": 0, "calls": 1, "tokens_in": 3658, "tokens_out": 1068, "ctx_chars": 4307, "ctx_sha": "a9490b737caf1209", "wall_s": 186.7}, "P2_consult": {"role": "P2_consult", "run_dir": "r1-w2-0020/P2_consult", "status": "ok", "correct": true, "speedup": 1.2076, "speedup_lo95": 1.203, "ref_ms": 17.4506, "cand_ms": 14.45099, "score_pass": 1.2076, "error": "", "infra": false, "infra_reruns": 0, "calls": 1, "tokens_in": 7789, "tokens_out": 673, "ctx_chars": 14056, "ctx_sha": "77228202458ac288", "wall_s": 125.6}, "P2_audit": {"role": "P2_audit", "run_dir": "r1-w2-0020/P2_audit", "status": "ok", "correct": true, "speedup": 1.038, "speedup_lo95": 1.0342, "ref_ms": 17.60641, "cand_ms": 16.96157, "score_pass": 1.038, "error": "", "infra": false, "infra_reruns": 0, "calls": 1, "tokens_in": 7880, "tokens_out": 697, "ctx_chars": 14368, "ctx_sha": "d7e59a85cbf1e38d", "wall_s": 194.5}, "P2_prior": {"role": "P2_prior", "run_dir": "r1-w2-0020/P2_prior", "status": "ok", "correct": true, "speedup": 1.2269, "speedup_lo95": 1.0322, "ref_ms": 18.72211, "cand_ms": 15.2595, "score_pass": 1.2269, "error": "", "infra": false, "infra_reruns": 0, "calls": 1, "tokens_in": 3825, "tokens_out": 1057, "ctx_chars": 4935, "ctx_sha": "dae2e31a35ebf7d2", "wall_s": 160.5}, "S": {"role": "S", "run_dir": "r1-w2-0020/S", "status": "ok", "correct": true, "speedup": 1.1867, "speedup_lo95": 1.0793, "ref_ms": 17.40178, "cand_ms": 14.66376, "score_pass": 1.1867, "error": "", "infra": false, "infra_reruns": 0, "calls": 1, "tokens_in": 5757, "tokens_out": 654, "ctx_chars": 9444, "ctx_sha": "a1ff20f70ebfdfbd", "wall_s": 147.5}}, "codes": {"P1": "eda2c3b9262189cf8c0da8c4", "P2_refine": "27eff8eefcae2e02ab5ed567", "P2_consult": "5e0babfe2648f02fb71ae13a", "P2_audit": "5e0babfe2648f02fb71ae13a", "P2_prior": "20af7cac977b1d62d9825d0a", "S": "5c94fab1e5aae5e31d70e6f5"}, "infra_any": false, "t_start": 1791534723.8111303, "t_end": 1791535132.1846035}
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-DTORCH_API_INCLUDE_EXTENSION_H -I/usr/local/eval-pch -isystem /usr/local/lib/python3.10/dist-packages/torch/include -isystem /usr/local/lib/python3.10/dist-packages/torch/include/torch/csrc/api/include -isystem /usr/local/cuda/include -isystem /usr/include/python3.10 -fPIC -std=c++17 -c /tmp/sandbox/work/ext/relu_bias_ext/main.cpp -o main.o \nFAILED: [code=1] main.o \nc++ -MMD -MF main.o.d -DTORCH_EXTENSION_NAME=relu_bias_ext -DTORCH_API_INCLUDE_EXTENSION_H -I/usr/local/eval-pch -isystem /usr/local/lib/python3.10/dist-packages/torch/include -isystem /usr/local/lib/python3.10/dist-packages/torch/include/torch/csrc/api/include -isystem /usr/local/cuda/include -isystem /usr/include/python3.10 -fPIC -std=c++17 -c /tmp/sandbox/work/ext/relu_bias_ext/main.cpp -o main.o \n/tmp/sandbox/work/ext/relu_bias_ext/main.cpp:5:49: error: \u2018cudaStream_t\u2019 has not been declared\n    5 |                       int total, int C, int HW, cudaStream_t stream);\n      |                                                 ^~~~~~~~~~~~\n/tmp/sandbox/work/ext/relu_bias_ext/main.cpp: In function \u2018at::Tensor relu_bias(at::Tensor, at::Tensor)\u2019:\n/tmp/sandbox/work/ext/relu_bias_ext/main.cpp:14:32: error: \u2018getCurrentCUDAStream\u2019 is not a member of \u2018at::cuda\u2019\n   14 |                      at::cuda::getCurrentCUDAStream());\n      |                                ^~~~~~~~~~~~~~~~~~~~\n[2/3] /usr/local/cuda/bin/nvcc --generate-dependen", "infra": false, "infra_reruns": 0, "calls": 1, "tokens_in": 1597, "tokens_out": 960, "ctx_chars": 0, "ctx_sha": "e3b0c44298fc1c14", "wall_s": 55.4}, "P2_refine": {"role": "P2_refine", "run_dir": "r1-w2-0018/P2_refine", "status": "ok", "correct": true, "speedup": 1.1041, "speedup_lo95": 1.102, "ref_ms": 15.65793, "cand_ms": 14.18106, "score_pass": 1.1041, "error": "", "infra": false, "infra_reruns": 0, "calls": 1, "tokens_in": 3456, "tokens_out": 1016, "ctx_chars": 4109, "ctx_sha": "27367ffd2cd24654", "wall_s": 108.5}, "P2_consult": {"role": "P2_consult", "run_dir": "r1-w2-0018/P2_consult", "status": "ok", "correct": true, "speedup": 1.1059, "speedup_lo95": 0.9527, "ref_ms": 16.13386, "cand_ms": 14.58838, "score_pass": 1.1059, "error": "ok", "infra": false, "infra_reruns": 0, "calls": 3, "tokens_in": 15032, "tokens_out": 1816, "ctx_chars": 6396, "ctx_sha": "2db2e9ca7d51760d", "wall_s": 350.1}, "P2_audit": {"role": "P2_audit", "run_dir": "r1-w2-0018/P2_audit", "status": "ok", "correct": true, "speedup": 1.0878, "speedup_lo95": 0.9388, "ref_ms": 15.88683, "cand_ms": 14.6039, "score_pass": 1.0878, "error": "ok", "infra": false, "infra_reruns": 0, "calls": 1, "tokens_in": 4402, "tokens_out": 1031, "ctx_chars": 6708, "ctx_sha": "51c509a695c1438a", "wall_s": 199.5}, "P2_prior": {"role": "P2_prior", "run_dir": "r1-w2-0018/P2_prior", "status": "ok", "correct": true, "speedup": 1.0498, "speedup_lo95": 0.9568, "ref_ms": 17.74094, "cand_ms": 16.89945, "score_pass": 1.0498, "error": "ok", "infra": false, "infra_reruns": 0, "calls": 1, "tokens_in": 3623, "tokens_out": 1024, "ctx_chars": 4737, "ctx_sha": "eb30f6cf8047b59a", "wall_s": 161.6}, "S": {"role": "S", "run_dir": "r1-w2-0018/S", "status": "ok", "correct": true, "speedup": 0.9534, "speedup_lo95": 0.9487, "ref_ms": 15.98385, "cand_ms": 16.7648, "score_pass": 0.9534, "error": "ok", "infra": false, "infra_reruns": 0, "calls": 3, "tokens_in": 8593, "tokens_out": 1215, "ctx_chars": 1982, "ctx_sha": "54e16caf9bef9eec", "wall_s": 527.4}}, "codes": {"P1": "8f1c5afd394cb46ab5765cc4", "P2_refine": "cb67bf96af0276955741a288", "P2_consult": "b028281a8018832cd660572a", "P2_audit": "fbfa27e5e770d831b4424cbc", "P2_prior": "db55ddcd9424fa1dafe73b14", "S": "af90c01f7e6380b85847c5bf"}, "infra_any": false, "t_start": 1791534664.3687577, "t_end": 1791535405.5475707}
{"block": "r1-w2-0014", "task": "L1_081", "reader": "claude-opus-4-8", "rep": 1, "family": "conv_transpose", "p1_failed": true, "arms": {"bare": {"role": "P1", "score": 0.2127, "final": {"score": 0.2127, "status": "ok", "correct": true, "speedup": 0.2127, "speedup_lo95": 0.2004, "rid": "rk-final|r1-w2-0014|8e77a56fb33c202573ded469", "infra": false, "tries": 1, "error": ""}, "score_pass": 0.1749, "code_sha": "8e77a56fb33c202573ded469"}, "show_all": {"role": "S", "score": 0.0201, "final": {"score": 0.0201, "status": "ok", "correct": true, "speedup": 0.0201, "speedup_lo95": 0.0167, "rid": "rk-final|r1-w2-0014|303180f65337cd27cb391298", "infra": false, "tries": 1, "error": ""}, "score_pass": 0.0201, "code_sha": "303180f65337cd27cb391298"}, "bare2": {"role": "P2_refine", "score": 0.8199, "final": {"score": 0.8199, "status": "ok", "correct": true, "speedup": 0.8199, "speedup_lo95": 0.8074, "rid": "rk-final|r1-w2-0014|50cac3d9769ef21fa231c7f8", "infra": false, "tries": 1, "error": ""}, "score_pass": 0.8915, "code_sha": "50cac3d9769ef21fa231c7f8"}, "attempt_then_consult": {"role": "P2_consult", "score": 0.5976, "final": {"score": 0.5976, "status": "ok", "correct": true, "speedup": 0.5976, "speedup_lo95": 0.5947, "rid": "rk-final|r1-w2-0014|2e0f6e17ee7899c9068f855a", "infra": false, "tries": 1, "error": ""}, "score_pass": 0.5838, "code_sha": "2e0f6e17ee7899c9068f855a"}, "audit_then_consult": {"role": "P1", "score": 0.2127, "final": {"score": 0.2127, "status": "ok", "correct": true, "speedup": 0.2127, "speedup_lo95": 0.2004, "rid": "rk-final|r1-w2-0014|8e77a56fb33c202573ded469", "infra": false, "tries": 1, "error": ""}, "score_pass": 0.1749, "code_sha": "8e77a56fb33c202573ded469"}, "prior_then_consult": {"role": "P2_prior", "score": 0.6283, "final": {"score": 0.6283, "status": "ok", "correct": true, "speedup": 0.6283, "speedup_lo95": 0.6173, "rid": "rk-final|r1-w2-0014|e24b7ead72e10e24c1d5629d", "infra": false, "tries": 1, "error": ""}, "score_pass": 0.6576, "code_sha": "e24b7ead72e10e24c1d5629d"}, "consult_on_failure": {"role": "P2_consult", "score": 0.5976, "final": {"score": 0.5976, "status": "ok", "correct": true, "speedup": 0.5976, "speedup_lo95": 0.5947, "rid": "rk-final|r1-w2-0014|2e0f6e17ee7899c9068f855a", "infra": false, "tries": 1, "error": ""}, "score_pass": 0.5838, "code_sha": "2e0f6e17ee7899c9068f855a"}}, "episodes": {"P1": {"role": "P1", "run_dir": "r1-w2-0014/P1", "status": "ok", "correct": true, "speedup": 0.1749, "speedup_lo95": 0.1575, "ref_ms": 2.45093, "cand_ms": 14.0118, "score_pass": 0.1749, "error": "ok", "infra": false, "infra_reruns": 0, "calls": 4, "tokens_in": 21608, "tokens_out": 5721, "ctx_chars": 0, "ctx_sha": "e3b0c44298fc1c14", "wall_s": 281.5}, "P2_refine": {"role": "P2_refine", "run_dir": "r1-w2-0014/P2_refine", "status": "ok", "correct": true, "speedup": 0.8915, "speedup_lo95": 0.8871, "ref_ms": 2.74012, "cand_ms": 3.07349, "score_pass": 0.8915, "error": "ok", "infra": false, "infra_reruns": 0, "calls": 1, "tokens_in": 3978, "tokens_out": 1397, "ctx_chars": 4353, "ctx_sha": "58e36ff8b7c19814", "wall_s": 150.7}, "P2_consult": {"role": "P2_consult", "run_dir": "r1-w2-0014/P2_consult", "status": "ok", "correct": true, "speedup": 0.5838, "speedup_lo95": 0.5798, "ref_ms": 2.70154, "cand_ms": 4.62751, "score_pass": 0.5838, "error": "ok", "infra": false, "infra_reruns": 0, "calls": 4, "tokens_in": 46771, "tokens_out": 5583, "ctx_chars": 15833, "ctx_sha": "6f4a5b26a5ca9882", "wall_s": 376.8}, "P2_audit": {"role": "P2_audit", "run_dir": "r1-w2-0014/P2_audit", "status": "ok", "correct": true, "speedup": 0.1326, "speedup_lo95": 0.1297, "ref_ms": 2.49377, "cand_ms": 18.80525, "score_pass": 0.1326, "error": "ok", "infra": false, "infra_reruns": 0, "calls": 4, "tokens_in": 52886, "tokens_out": 9159, "ctx_chars": 16145, "ctx_sha": "e69f61780557d805", "wall_s": 316.1}, "P2_prior": {"role": "P2_prior", "run_dir": "r1-w2-0014/P2_prior", "status": "ok", "correct": true, "speedup": 0.6576, "speedup_lo95": 0.6521, "ref_ms": 2.47111, "cand_ms": 3.75776, "score_pass": 0.6576, "error": "ok", "infra": false, "infra_reruns": 0, "calls": 1, "tokens_in": 4145, "tokens_out": 1585, "ctx_chars": 4981, "ctx_sha": "af2716f75e792934", "wall_s": 147.5}, "S": {"role": "S", "run_dir": "r1-w2-0014/S", "status": "ok", "correct": true, "speedup": 0.0201, "speedup_lo95": 0.017, "ref_ms": 2.54061, "cand_ms": 126.6319, "score_pass": 0.0201, "error": "ok", "infra": false, "infra_reruns": 0, "calls": 3, "tokens_in": 24838, "tokens_out": 3550, "ctx_chars": 11175, "ctx_sha": "91e4a03c424736b2", "wall_s": 799.3}}, "codes": {"P1": "8e77a56fb33c202573ded469", "P2_refine": "50cac3d9769ef21fa231c7f8", "P2_consult": "2e0f6e17ee7899c9068f855a", "P2_audit": "9bb4d54433e7fde51d4d7a50", "P2_prior": "e24b7ead72e10e24c1d5629d", "S": "303180f65337cd27cb391298"}, "infra_any": false, "t_start": 1791534516.4799051, "t_end": 1791535535.7569072}
{"block": "r1-w2-0024", "task": "L2_010", "reader": "claude-opus-4-8", "rep": 1, "family": "conv_transpose", "p1_failed": false, "arms": {"bare": {"role": "P1", "score": 1.101, "final": {"score": 1.101, "status": "ok", "correct": true, "speedup": 1.101, "speedup_lo95": 1.1001, "rid": "rk-final|r1-w2-0024|1054af440768d2e6f9c4d05f", "infra": false, "tries": 1, "error": ""}, "score_pass": 1.1015, "code_sha": "1054af440768d2e6f9c4d05f"}, "show_all": {"role": "S", "score": 1.0011, "final": {"score": 1.0011, "status": "ok", "correct": true, "speedup": 1.0011, "speedup_lo95": 0.9901, "rid": "rk-final|r1-w2-0024|709cf100a76b9ab7c881f778", "infra": false, "tries": 1, "error": ""}, "score_pass": 1.0042, "code_sha": "709cf100a76b9ab7c881f778"}, "bare2": {"role": "P2_refine", "score": 1.1026, "final": {"score": 1.1026, "status": "ok", "correct": true, "speedup": 1.1026, "speedup_lo95": 1.1014, "rid": "rk-final|r1-w2-0024|1febe0d1756bab7ea9cd5e45", "infra": false, "tries": 1, "error": ""}, "score_pass": 1.1026, "code_sha": "1febe0d1756bab7ea9cd5e45"}, "attempt_then_consult": {"role": "P1", "score": 1.101, "final": {"score": 1.101, "status": "ok", "correct": true, "speedup": 1.101, "speedup_lo95": 1.1001, "rid": "rk-final|r1-w2-0024|1054af440768d2e6f9c4d05f", "infra": false, "tries": 1, "error": ""}, "score_pass": 1.1015, "code_sha": "1054af440768d2e6f9c4d05f"}, "audit_then_consult": {"role": "P1", "score": 1.101, "final": {"score": 1.101, "status": "ok", "correct": true, "speedup": 1.101, "speedup_lo95": 1.1001, "rid": "rk-final|r1-w2-0024|1054af440768d2e6f9c4d05f", "infra": false, "tries": 1, "error": ""}, "score_pass": 1.1015, "code_sha": "1054af440768d2e6f9c4d05f"}, "prior_then_consult": {"role": "P1", "score": 1.101, "final": {"score": 1.101, "status": "ok", "correct": true, "speedup": 1.101, "speedup_lo95": 1.1001, "rid": "rk-final|r1-w2-0024|1054af440768d2e6f9c4d05f", "infra": false, "tries": 1, "error": ""}, "score_pass": 1.1015, "code_sha": "1054af440768d2e6f9c4d05f"}, "consult_on_failure": {"role": "P2_refine", "score": 1.1026, "final": {"score": 1.1026, "status": "ok", "correct": true, "speedup": 1.1026, "speedup_lo95": 1.1014, "rid": "rk-final|r1-w2-0024|1febe0d1756bab7ea9cd5e45", "infra": false, "tries": 1, "error": ""}, "score_pass": 1.1026, "code_sha": "1febe0d1756bab7ea9cd5e45"}}, "episodes": {"P1": {"role": "P1", "run_dir": "r1-w2-0024/P1", "status": "ok", "correct": true, "speedup": 1.1015, "speedup_lo95": 1.1008, "ref_ms": 25.43307, "cand_ms": 23.09028, "score_pass": 1.1015, "error": "", "infra": false, "infra_reruns": 0, "calls": 1, "tokens_in": 1874, "tokens_out": 1440, "ctx_chars": 0, "ctx_sha": "e3b0c44298fc1c14", "wall_s": 76.8}, "P2_refine": {"role": "P2_refine", "run_dir": "r1-w2-0024/P2_refine", "status": "ok", "correct": true, "speedup": 1.1026, "speedup_lo95": 1.0987, "ref_ms": 25.50301, "cand_ms": 23.12885, "score_pass": 1.1026, "error": "", "infra": false, "infra_reruns": 0, "calls": 1, "tokens_in": 3361, "tokens_out": 1560, "ctx_chars": 3507, "ctx_sha": "edf590fd39a2db6f", "wall_s": 72.8}, "P2_consult": {"role": "P2_consult", "run_dir": "r1-w2-0024/P2_consult", "status": "ok", "correct": true, "speedup": 0.9929, "speedup_lo95": 0.9916, "ref_ms": 25.46751, "cand_ms": 25.64914, "score_pass": 0.9929, "error": "ok", "infra": false, "infra_reruns": 0, "calls": 3, "tokens_in": 33954, "tokens_out": 4213, "ctx_chars": 17519, "ctx_sha": "693cdfe00b0be5f0", "wall_s": 305.3}, "P2_audit": {"role": "P2_audit", "run_dir": "r1-w2-0024/P2_audit", "status": "ok", "correct": true, "speedup": 1.0052, "speedup_lo95": 1.0041, "ref_ms": 25.44973, "cand_ms": 25.31882, "score_pass": 1.0052, "error": "", "infra": false, "infra_reruns": 0, "calls": 3, "tokens_in": 34559, "tokens_out": 4426, "ctx_chars": 17831, "ctx_sha": "6df0e9aaf2306e89", "wall_s": 165.9}, "P2_prior": {"role": "P2_prior", "run_dir": "r1-w2-0024/P2_prior", "status": "ok", "correct": true, "speedup": 0.9886, "speedup_lo95": 0.9869, "ref_ms": 25.4711, "cand_ms": 25.76606, "score_pass": 0.9886, "error": "ok", "infra": false, "infra_reruns": 0, "calls": 3, "tokens_in": 14979, "tokens_out": 3567, "ctx_chars": 4135, "ctx_sha": "22729ad41b071366", "wall_s": 343.5}, "S": {"role": "S", "run_dir": "r1-w2-0024/S", "status": "ok", "correct": true, "speedup": 1.0042, "speedup_lo95": 0.9999, "ref_ms": 25.51631, "cand_ms": 25.4094, "score_pass": 1.0042, "error": "ok", "infra": false, "infra_reruns": 0, "calls": 3, "tokens_in": 28860, "tokens_out": 3793, "ctx_chars": 13707, "ctx_sha": "c2fd2e75f0a9c4ac", "wall_s": 100.6}}, "codes": {"P1": "1054af440768d2e6f9c4d05f", "P2_refine": "1febe0d1756bab7ea9cd5e45", "P2_consult": "0e6d7e5373f4f3a26fbe23db", "P2_audit": "e4d7082ce963a040c939ff1c", "P2_prior": "279997e41c7a0cf747fc12b0", "S": "709cf100a76b9ab7c881f778"}, "infra_any": false, "t_start": 1791535047.0084321, "t_end": 1791535536.4801219}
{"block": "r1-w2-0022", "task": "L1_060", "reader": "claude-opus-4-8", "rep": 1, "family": "conv", "p1_failed": true, "arms": {"bare": {"role": "P1", "score": 0.0, "final": {"score": 0.0, "status": "compile_error", "correct": false, "speedup": 0.0, "speedup_lo95": null, "rid": "rk-final|r1-w2-0022|bf1725153f0b3560e20ef974", "infra": false, "tries": 1, "error": "RuntimeError: Error building extension 'pass3d': [1/3] c++ -MMD -MF main.o.d -DTORCH_EXTENSION_NAME=pass3d -DTORCH_API_INCLUDE_EXTENSION_H -I/usr/local/eval-pch -isystem /usr/local/lib/python3.10/dist-packages/torch/include -isystem /usr/local/lib/python3.10/dist-packages/torch/include/torch/csrc/api/"}, "score_pass": 0.0, "code_sha": "bf1725153f0b3560e20ef974"}, "show_all": {"role": "S", "score": 0.9149, "final": {"score": 0.9149, "status": "ok", "correct": true, "speedup": 0.9149, "speedup_lo95": 0.8078, "rid": "rk-final|r1-w2-0022|60e3101edd5a22e18f5a4e87", "infra": false, "tries": 1, "error": ""}, "score_pass": 0.9249, 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"d6adda973455d14177028fa7"}, "prior_then_consult": {"role": "P2_prior", "score": 0.9968, "final": {"score": 0.9968, "status": "ok", "correct": true, "speedup": 0.9968, "speedup_lo95": 0.9883, "rid": "rk-final|r1-w2-0022|cfa91fa3882c48047517586b", "infra": false, "tries": 1, "error": ""}, "score_pass": 0.9968, "code_sha": "cfa91fa3882c48047517586b"}, "consult_on_failure": {"role": "P2_consult", "score": 0.9229, "final": {"score": 0.9229, "status": "ok", "correct": true, "speedup": 0.9229, "speedup_lo95": 0.9212, "rid": "rk-final|r1-w2-0022|8c3ab1b07da67e5edbe0ca95", "infra": false, "tries": 1, "error": ""}, "score_pass": 0.9249, "code_sha": "8c3ab1b07da67e5edbe0ca95"}}, "episodes": {"P1": {"role": "P1", "run_dir": "r1-w2-0022/P1", "status": "compile_error", "correct": false, "speedup": 0.0, "speedup_lo95": null, "ref_ms": null, "cand_ms": null, "score_pass": 0.0, "error": "RuntimeError: Error building extension 'pass3d': [1/3] c++ -MMD -MF main.o.d -DTORCH_EXTENSION_NAME=pass3d -DTORCH_API_INCLUDE_EXTENSION_H -I/usr/local/eval-pch -isystem /usr/local/lib/python3.10/dist-packages/torch/include -isystem /usr/local/lib/python3.10/dist-packages/torch/include/torch/csrc/api/include -isystem /usr/local/cuda/include -isystem /usr/include/python3.10 -fPIC -std=c++17 -c /tmp/sandbox/work/ext/pass3d/main.cpp -o main.o \nFAILED: [code=1] main.o \nc++ -MMD -MF main.o.d -DTORCH_EXTENSION_NAME=pass3d -DTORCH_API_INCLUDE_EXTENSION_H -I/usr/local/eval-pch -isystem /usr/local/lib/python3.10/dist-packages/torch/include -isystem /usr/local/lib/python3.10/dist-packages/torch/include/torch/csrc/api/include -isystem /usr/local/cuda/include -isystem /usr/include/python3.10 -fPIC -std=c++17 -c /tmp/sandbox/work/ext/pass3d/main.cpp -o main.o \n/tmp/sandbox/work/ext/pass3d/main.cpp: In function \u2018at::Tensor passthrough(at::Tensor)\u2019:\n/tmp/sandbox/work/ext/pass3d/main.cpp:9:27: error: \u2018getCurrentCUDAStream\u2019 is not a member of \u2018at::cuda\u2019\n    9 |                 at::cuda::getCurrentCUDAStream());\n      |                           ^~~~~~~~~~~~~~~~~~~~\n[2/3] /usr/local/cuda/bin/nvcc --generate-dependencies-with-compile --dependency-output cuda.cuda.o.d -DTORCH_EXTENSION_NAME=pass3d -DTORCH_API_INCLUDE_EXTENSION_H -I/usr/local/eval-pch -isystem /usr/local/lib/python3.10/dist-packages/torch/include -isystem /usr/local/lib/python3.10/dist-packages/torch/include/torch/csrc/api/include -isystem /usr/local/cuda", "infra": false, "infra_reruns": 0, "calls": 1, "tokens_in": 2047, "tokens_out": 898, "ctx_chars": 0, "ctx_sha": "e3b0c44298fc1c14", "wall_s": 63.9}, "P2_refine": {"role": "P2_refine", "run_dir": "r1-w2-0022/P2_refine", "status": "ok", "correct": true, "speedup": 0.9825, "speedup_lo95": 0.9698, "ref_ms": 15.7792, "cand_ms": 16.06023, "score_pass": 0.9825, "error": "ok", "infra": false, "infra_reruns": 0, "calls": 1, "tokens_in": 3742, "tokens_out": 793, "ctx_chars": 3619, "ctx_sha": "6570f954e70e8dc6", "wall_s": 194.2}, "P2_consult": {"role": "P2_consult", "run_dir": "r1-w2-0022/P2_consult", "status": "ok", "correct": true, "speedup": 0.9249, "speedup_lo95": 0.9234, "ref_ms": 15.72946, "cand_ms": 17.00748, "score_pass": 0.9249, "error": "ok", "infra": false, "infra_reruns": 0, "calls": 1, "tokens_in": 8450, "tokens_out": 1142, "ctx_chars": 14788, "ctx_sha": "7f99ec4bc1950317", "wall_s": 154.9}, "P2_audit": {"role": "P2_audit", "run_dir": "r1-w2-0022/P2_audit", "status": "ok", "correct": true, "speedup": 0.9208, "speedup_lo95": 0.9199, "ref_ms": 15.73284, "cand_ms": 17.08667, "score_pass": 0.9208, "error": "ok", "infra": false, "infra_reruns": 0, "calls": 1, "tokens_in": 8541, "tokens_out": 1153, "ctx_chars": 15100, "ctx_sha": "b7e160cb23d92ea6", "wall_s": 173.9}, "P2_prior": {"role": "P2_prior", "run_dir": "r1-w2-0022/P2_prior", "status": "ok", "correct": true, "speedup": 0.9968, "speedup_lo95": 0.9952, "ref_ms": 15.74478, "cand_ms": 15.7957, "score_pass": 0.9968, "error": "ok", "infra": false, "infra_reruns": 0, "calls": 1, "tokens_in": 3909, "tokens_out": 847, "ctx_chars": 4247, "ctx_sha": "e34240949e7aaff3", "wall_s": 287.6}, "S": {"role": "S", "run_dir": "r1-w2-0022/S", "status": "ok", "correct": true, "speedup": 0.9249, "speedup_lo95": 0.9235, "ref_ms": 15.79858, "cand_ms": 17.08087, "score_pass": 0.9249, "error": "ok", "infra": false, "infra_reruns": 0, "calls": 3, "tokens_in": 22619, "tokens_out": 2041, "ctx_chars": 10864, "ctx_sha": "0b6222244e19e377", "wall_s": 247.3}}, "codes": {"P1": "bf1725153f0b3560e20ef974", "P2_refine": "e43164364fec81847d9a37cb", "P2_consult": "8c3ab1b07da67e5edbe0ca95", "P2_audit": "d6adda973455d14177028fa7", "P2_prior": "cfa91fa3882c48047517586b", "S": "60e3101edd5a22e18f5a4e87"}, "infra_any": false, "t_start": 1791534919.0181394, "t_end": 1791535548.7634249}
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-DTORCH_API_INCLUDE_EXTENSION_H -I/usr/local/eval-pch -isystem /usr/local/lib/python3.10/dist-packages/torch/include -isystem /usr/local/lib/python3.10/dist-packages/torch/include/torch/csrc/api/include -isystem /usr/local/cuda/include -isystem /usr/include/python3.10 -fPIC -std=c++17 -c /tmp/sandbox/work/ext/fused_act_bias/main.cpp -o main.o \nFAILED: [code=1] main.o \nc++ -MMD -MF main.o.d -DTORCH_EXTENSION_NAME=fused_act_bias -DTORCH_API_INCLUDE_EXTENSION_H -I/usr/local/eval-pch -isystem /usr/local/lib/python3.10/dist-packages/torch/include -isystem /usr/local/lib/python3.10/dist-packages/torch/include/torch/csrc/api/include -isystem /usr/local/cuda/include -isystem /usr/include/python3.10 -fPIC -std=c++17 -c /tmp/sandbox/work/ext/fused_act_bias/main.cpp -o main.o \n/tmp/sandbox/work/ext/fused_act_bias/main.cpp:5:54: error: \u2018cudaStream_t\u2019 has not been declared\n    5 |                   int total, int chan_stride, int C, cudaStream_t stream);\n      |                                                      ^~~~~~~~~~~~\n/tmp/sandbox/work/ext/fused_act_bias/main.cpp: In function \u2018at::Tensor fused(at::Tensor, at::Tensor)\u2019:\n/tmp/sandbox/work/ext/fused_act_bias/main.cpp:13:51: error: \u2018getCurrentCUDAStream\u2019 is not a member of \u2018at::cuda\u2019\n   13 |                  total, chan_stride, C, at::cuda::getCurrentCUDAStream());\n      |                                                   ^~~~~~~~~~~~~~~~~~~", "infra": false, "infra_reruns": 0, "calls": 1, "tokens_in": 1716, "tokens_out": 1146, "ctx_chars": 0, "ctx_sha": "e3b0c44298fc1c14", "wall_s": 68.1}, "P2_refine": {"role": "P2_refine", "run_dir": "r1-w2-0023/P2_refine", "status": "ok", "correct": true, "speedup": 1.063, "speedup_lo95": 1.0537, "ref_ms": 20.19798, "cand_ms": 19.00045, "score_pass": 1.063, "error": "", "infra": false, "infra_reruns": 0, "calls": 1, "tokens_in": 3612, "tokens_out": 1023, "ctx_chars": 4134, "ctx_sha": "bf23543efe26c8da", "wall_s": 185.7}, "P2_consult": {"role": "P2_consult", "run_dir": "r1-w2-0023/P2_consult", "status": "ok", "correct": true, "speedup": 1.3693, "speedup_lo95": 1.3623, "ref_ms": 20.09543, "cand_ms": 14.67602, "score_pass": 1.3693, "error": "", "infra": false, "infra_reruns": 0, "calls": 1, "tokens_in": 8288, "tokens_out": 685, "ctx_chars": 14947, "ctx_sha": "16d2cf3f044d6b1f", "wall_s": 114.3}, "P2_audit": {"role": "P2_audit", "run_dir": "r1-w2-0023/P2_audit", "status": "ok", "correct": true, "speedup": 1.3609, "speedup_lo95": 1.2355, "ref_ms": 20.09168, "cand_ms": 14.76394, "score_pass": 1.3609, "error": "", "infra": false, "infra_reruns": 0, "calls": 1, "tokens_in": 8379, "tokens_out": 707, "ctx_chars": 15259, "ctx_sha": "a14706b9835c48be", "wall_s": 291.2}, "P2_prior": {"role": "P2_prior", "run_dir": "r1-w2-0023/P2_prior", "status": "ok", "correct": true, "speedup": 1.3079, "speedup_lo95": 1.073, "ref_ms": 20.2176, "cand_ms": 15.45779, "score_pass": 1.3079, "error": "", "infra": false, "infra_reruns": 0, "calls": 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{"block": "r1-w2-0031", "task": "L2_010", "reader": "claude-opus-5-5", "rep": 2, "family": "conv_transpose", "p1_failed": false, "arms": {"bare": {"role": "P1", "score": 1.0941, "final": {"score": 1.0941, "status": "ok", "correct": true, "speedup": 1.0941, "speedup_lo95": 1.0925, "rid": "rk-final|r1-w2-0031|a5fcd7a91d333b6f52217398", "infra": false, "tries": 1, "error": ""}, "score_pass": 1.0872, "code_sha": "a5fcd7a91d333b6f52217398"}, "show_all": {"role": "S", "score": 1.0061, "final": {"score": 1.0061, "status": "ok", "correct": true, "speedup": 1.0061, "speedup_lo95": 1.0027, "rid": "rk-final|r1-w2-0031|b4379c946688a0c909277f6a", "infra": false, "tries": 1, "error": ""}, "score_pass": 1.0033, "code_sha": "b4379c946688a0c909277f6a"}, "bare2": {"role": "P1", "score": 1.0941, "final": {"score": 1.0941, "status": "ok", "correct": true, "speedup": 1.0941, "speedup_lo95": 1.0925, "rid": "rk-final|r1-w2-0031|a5fcd7a91d333b6f52217398", "infra": false, "tries": 1, "error": ""}, "score_pass": 1.0872, "code_sha": "a5fcd7a91d333b6f52217398"}, "attempt_then_consult": {"role": "P1", "score": 1.0941, "final": {"score": 1.0941, "status": "ok", "correct": true, "speedup": 1.0941, "speedup_lo95": 1.0925, "rid": "rk-final|r1-w2-0031|a5fcd7a91d333b6f52217398", "infra": false, "tries": 1, "error": ""}, "score_pass": 1.0872, "code_sha": "a5fcd7a91d333b6f52217398"}, "audit_then_consult": {"role": "P1", "score": 1.0941, "final": {"score": 1.0941, "status": "ok", "correct": true, "speedup": 1.0941, "speedup_lo95": 1.0925, "rid": "rk-final|r1-w2-0031|a5fcd7a91d333b6f52217398", "infra": false, "tries": 1, "error": ""}, "score_pass": 1.0872, "code_sha": "a5fcd7a91d333b6f52217398"}, "prior_then_consult": {"role": "P1", "score": 1.0941, "final": {"score": 1.0941, "status": "ok", "correct": true, "speedup": 1.0941, "speedup_lo95": 1.0925, "rid": "rk-final|r1-w2-0031|a5fcd7a91d333b6f52217398", "infra": false, "tries": 1, "error": ""}, "score_pass": 1.0872, "code_sha": "a5fcd7a91d333b6f52217398"}, "consult_on_failure": {"role": "P1", "score": 1.0941, "final": {"score": 1.0941, "status": "ok", "correct": true, "speedup": 1.0941, "speedup_lo95": 1.0925, "rid": "rk-final|r1-w2-0031|a5fcd7a91d333b6f52217398", "infra": false, "tries": 1, "error": ""}, "score_pass": 1.0872, "code_sha": "a5fcd7a91d333b6f52217398"}}, "episodes": {"P1": {"role": "P1", "run_dir": "r1-w2-0031/P1", "status": "ok", "correct": true, "speedup": 1.0872, "speedup_lo95": 1.0862, "ref_ms": 25.47242, "cand_ms": 23.42953, "score_pass": 1.0872, "error": "", "infra": false, "infra_reruns": 0, "calls": 2, "tokens_in": 5589, "tokens_out": 4620, "ctx_chars": 0, "ctx_sha": "e3b0c44298fc1c14", "wall_s": 62.6}, "P2_refine": {"role": "P2_refine", "run_dir": "r1-w2-0031/P2_refine", "status": "ok", "correct": true, "speedup": 0.994, "speedup_lo95": 0.9932, "ref_ms": 25.44265, "cand_ms": 25.59585, "score_pass": 0.994, "error": "ok", "infra": false, "infra_reruns": 0, "calls": 1, "tokens_in": 3191, "tokens_out": 2674, "ctx_chars": 2890, "ctx_sha": "0ef080ef30c61ddd", "wall_s": 41.2}, "P2_consult": {"role": "P2_consult", "run_dir": "r1-w2-0031/P2_consult", "status": "ok", "correct": true, "speedup": 0.9931, "speedup_lo95": 0.9924, "ref_ms": 25.47478, "cand_ms": 25.65061, "score_pass": 0.9931, "error": "ok", "infra": false, "infra_reruns": 0, "calls": 2, "tokens_in": 20963, "tokens_out": 3623, "ctx_chars": 16902, "ctx_sha": "af1b647e9d47a72e", "wall_s": 93.8}, "P2_audit": {"role": "P2_audit", "run_dir": "r1-w2-0031/P2_audit", "status": "ok", "correct": true, "speedup": 0.9928, "speedup_lo95": 0.9876, "ref_ms": 25.4725, "cand_ms": 25.65784, "score_pass": 0.9928, "error": "ok", "infra": false, "infra_reruns": 0, "calls": 2, "tokens_in": 21472, "tokens_out": 4370, "ctx_chars": 17214, "ctx_sha": "096969ad59726b14", "wall_s": 58.0}, "P2_prior": {"role": "P2_prior", "run_dir": "r1-w2-0031/P2_prior", "status": "ok", "correct": true, "speedup": 0.9923, "speedup_lo95": 0.9785, "ref_ms": 25.39847, "cand_ms": 25.59472, "score_pass": 0.9923, "error": "ok", "infra": false, "infra_reruns": 0, "calls": 1, "tokens_in": 3358, "tokens_out": 2530, "ctx_chars": 3518, "ctx_sha": "04cf7e873741e4e7", "wall_s": 34.7}, "S": {"role": "S", "run_dir": "r1-w2-0031/S", "status": "ok", "correct": true, "speedup": 1.0033, "speedup_lo95": 1.0012, "ref_ms": 25.57083, "cand_ms": 25.48729, "score_pass": 1.0033, "error": "", "infra": false, "infra_reruns": 0, "calls": 2, "tokens_in": 18296, "tokens_out": 4179, "ctx_chars": 13707, "ctx_sha": "c2fd2e75f0a9c4ac", "wall_s": 58.0}}, "codes": {"P1": "a5fcd7a91d333b6f52217398", "P2_refine": "a41c1ca5553fe3a102f30eb2", "P2_consult": "42ef0d01a1a13adf0171fb71", "P2_audit": "7533ffe22dcde96ffd3035a8", "P2_prior": "3e211cb15dab90c7945001f5", "S": "b4379c946688a0c909277f6a"}, "infra_any": false, "t_start": 1791535536.4808288, "t_end": 1791535718.1654828}
{"block": "r1-w2-0017", "task": "L2_091", "reader": "claude-opus-5-5", "rep": 2, "family": "conv_transpose", "p1_failed": false, "arms": {"bare": {"role": "P1", "score": 1.2192, "final": {"score": 1.2192, "status": "ok", "correct": true, "speedup": 1.2192, "speedup_lo95": 1.0779, "rid": "rk-final|r1-w2-0017|709e1d96233b6856a4979960", "infra": false, "tries": 1, "error": ""}, "score_pass": 1.0744, "code_sha": "709e1d96233b6856a4979960"}, "show_all": {"role": "S", "score": 1.0894, "final": {"score": 1.0894, "status": "ok", "correct": true, "speedup": 1.0894, "speedup_lo95": 1.0878, "rid": "rk-final|r1-w2-0017|722dfb7272cdb26ebf39938e", "infra": false, "tries": 1, "error": ""}, "score_pass": 1.1115, "code_sha": "722dfb7272cdb26ebf39938e"}, "bare2": {"role": "P2_refine", "score": 2.6554, "final": {"score": 2.6554, "status": "ok", "correct": true, "speedup": 2.6554, "speedup_lo95": 2.65, "rid": "rk-final|r1-w2-0017|e9224a7ced2c5504b85400c8", "infra": false, "tries": 1, "error": ""}, "score_pass": 2.7764, "code_sha": "e9224a7ced2c5504b85400c8"}, "attempt_then_consult": {"role": "P2_consult", "score": 2.4644, "final": {"score": 2.4644, "status": "ok", "correct": true, "speedup": 2.4644, "speedup_lo95": 2.4547, "rid": "rk-final|r1-w2-0017|8387461e67f6ac8f4b22a3e4", "infra": false, "tries": 1, "error": ""}, "score_pass": 2.4448, "code_sha": "8387461e67f6ac8f4b22a3e4"}, "audit_then_consult": {"role": "P2_audit", "score": 2.416, "final": {"score": 2.416, "status": "ok", "correct": true, "speedup": 2.416, "speedup_lo95": 2.4076, "rid": "rk-final|r1-w2-0017|531c0701703b1b99c153158b", "infra": false, "tries": 1, "error": ""}, "score_pass": 2.8929, "code_sha": "531c0701703b1b99c153158b"}, "prior_then_consult": {"role": "P2_prior", "score": 2.8183, "final": {"score": 2.8183, "status": "ok", "correct": true, "speedup": 2.8183, "speedup_lo95": 2.8059, "rid": "rk-final|r1-w2-0017|74b8f2a40be9c37cede8c412", "infra": false, "tries": 1, "error": ""}, "score_pass": 2.7765, "code_sha": "74b8f2a40be9c37cede8c412"}, "consult_on_failure": {"role": "P2_refine", "score": 2.6554, "final": {"score": 2.6554, "status": "ok", "correct": true, "speedup": 2.6554, "speedup_lo95": 2.65, "rid": "rk-final|r1-w2-0017|e9224a7ced2c5504b85400c8", "infra": false, "tries": 1, "error": ""}, "score_pass": 2.7764, "code_sha": "e9224a7ced2c5504b85400c8"}}, "episodes": {"P1": {"role": "P1", "run_dir": "r1-w2-0017/P1", "status": "ok", "correct": true, "speedup": 1.0744, "speedup_lo95": 1.0735, "ref_ms": 34.48763, "cand_ms": 32.09796, "score_pass": 1.0744, "error": "", "infra": false, "infra_reruns": 0, "calls": 2, "tokens_in": 4888, "tokens_out": 2969, "ctx_chars": 0, "ctx_sha": "e3b0c44298fc1c14", "wall_s": 211.4}, "P2_refine": {"role": "P2_refine", "run_dir": "r1-w2-0017/P2_refine", "status": "ok", "correct": true, "speedup": 2.7764, "speedup_lo95": 2.6386, "ref_ms": 36.3091, "cand_ms": 13.07786, "score_pass": 2.7764, "error": "", "infra": false, "infra_reruns": 0, "calls": 2, "tokens_in": 8615, "tokens_out": 10714, "ctx_chars": 2182, "ctx_sha": "0eb619ccff443de4", "wall_s": 347.3}, "P2_consult": {"role": "P2_consult", "run_dir": "r1-w2-0017/P2_consult", "status": "ok", "correct": true, "speedup": 2.4448, "speedup_lo95": 2.4383, "ref_ms": 34.51271, "cand_ms": 14.11706, "score_pass": 2.4448, "error": "", "infra": false, "infra_reruns": 0, "calls": 2, "tokens_in": 20387, "tokens_out": 6220, "ctx_chars": 16194, "ctx_sha": "3cf091e5b020b674", "wall_s": 207.3}, "P2_audit": {"role": "P2_audit", "run_dir": "r1-w2-0017/P2_audit", "status": "ok", "correct": true, "speedup": 2.8929, "speedup_lo95": 2.8836, "ref_ms": 34.64034, "cand_ms": 11.97442, "score_pass": 2.8929, "error": "", "infra": false, "infra_reruns": 0, "calls": 2, "tokens_in": 21841, "tokens_out": 11415, "ctx_chars": 16506, "ctx_sha": "914661813b93fcf6", "wall_s": 331.2}, "P2_prior": {"role": "P2_prior", "run_dir": "r1-w2-0017/P2_prior", "status": "ok", "correct": true, "speedup": 2.7765, "speedup_lo95": 2.7646, "ref_ms": 34.62305, "cand_ms": 12.47014, "score_pass": 2.7765, "error": "", "infra": false, "infra_reruns": 0, "calls": 2, "tokens_in": 8490, "tokens_out": 8969, "ctx_chars": 2810, "ctx_sha": "7c0795cd8d5919b0", "wall_s": 288.0}, "S": {"role": "S", "run_dir": "r1-w2-0017/S", "status": "ok", "correct": true, "speedup": 1.1115, "speedup_lo95": 1.0971, "ref_ms": 35.02736, "cand_ms": 31.51229, "score_pass": 1.1115, "error": "", "infra": false, "infra_reruns": 0, "calls": 2, "tokens_in": 17394, "tokens_out": 2568, "ctx_chars": 13707, "ctx_sha": "c2fd2e75f0a9c4ac", "wall_s": 244.7}}, "codes": {"P1": "709e1d96233b6856a4979960", "P2_refine": "e9224a7ced2c5504b85400c8", "P2_consult": "8387461e67f6ac8f4b22a3e4", "P2_audit": "531c0701703b1b99c153158b", "P2_prior": "74b8f2a40be9c37cede8c412", "S": "722dfb7272cdb26ebf39938e"}, "infra_any": false, "t_start": 1791534644.421963, "t_end": 1791535720.0491943}
{"block": "r1-w2-0029", "task": "L1_098", "reader": "claude-opus-4-8", "rep": 1, "family": "loss", "p1_failed": true, "arms": {"bare": {"role": "P1", "score": 0.0, "final": {"score": 0.0, "status": "compile_error", "correct": false, "speedup": 0.0, "speedup_lo95": null, "rid": "rk-final|r1-w2-0029|567231fc5184fade0746d89d", "infra": false, "tries": 1, "error": "RuntimeError: Error building extension 'kldiv_mod': [1/3] c++ -MMD -MF main.o.d -DTORCH_EXTENSION_NAME=kldiv_mod -DTORCH_API_INCLUDE_EXTENSION_H -I/usr/local/eval-pch -isystem /usr/local/lib/python3.10/dist-packages/torch/include -isystem /usr/local/lib/python3.10/dist-packages/torch/include/torch/csr"}, "score_pass": 0.0, "code_sha": "567231fc5184fade0746d89d"}, "show_all": {"role": "S", "score": 1.9845, "final": {"score": 1.9845, "status": "ok", "correct": true, "speedup": 1.9845, "speedup_lo95": 1.979, "rid": "rk-final|r1-w2-0029|9aa1059690f70dbb697245f8", "infra": false, "tries": 1, "error": ""}, "score_pass": 1.9751, "code_sha": "9aa1059690f70dbb697245f8"}, "bare2": {"role": "P2_refine", "score": 5.0186, "final": {"score": 5.0186, "status": "ok", "correct": true, "speedup": 5.0186, "speedup_lo95": 4.9532, "rid": "rk-final|r1-w2-0029|639556666d63931d7bc99309", "infra": false, "tries": 1, "error": ""}, "score_pass": 5.0973, "code_sha": "639556666d63931d7bc99309"}, "attempt_then_consult": {"role": "P2_consult", "score": 3.8797, "final": {"score": 3.8797, "status": "ok", "correct": true, "speedup": 3.8797, "speedup_lo95": 3.8656, "rid": "rk-final|r1-w2-0029|0fc4f1ce54bee1621eb5fd3f", "infra": false, "tries": 1, "error": ""}, "score_pass": 3.9141, "code_sha": "0fc4f1ce54bee1621eb5fd3f"}, "audit_then_consult": {"role": "P2_audit", "score": 5.1512, "final": {"score": 5.1512, "status": "ok", "correct": true, "speedup": 5.1512, "speedup_lo95": 5.1263, "rid": "rk-final|r1-w2-0029|c9d9a8339dca8d0b802a9fea", "infra": false, "tries": 1, "error": ""}, "score_pass": 5.0485, "code_sha": "c9d9a8339dca8d0b802a9fea"}, "prior_then_consult": {"role": "P2_prior", "score": 5.0755, "final": {"score": 5.0755, "status": "ok", "correct": true, "speedup": 5.0755, "speedup_lo95": 5.0168, "rid": "rk-final|r1-w2-0029|ca0d578b23f8353db6db021e", "infra": false, "tries": 1, "error": ""}, "score_pass": 5.2711, "code_sha": "ca0d578b23f8353db6db021e"}, "consult_on_failure": {"role": "P2_consult", "score": 3.8797, "final": {"score": 3.8797, "status": "ok", "correct": true, "speedup": 3.8797, "speedup_lo95": 3.8656, "rid": "rk-final|r1-w2-0029|0fc4f1ce54bee1621eb5fd3f", "infra": false, "tries": 1, "error": ""}, "score_pass": 3.9141, "code_sha": "0fc4f1ce54bee1621eb5fd3f"}}, "episodes": {"P1": {"role": "P1", "run_dir": "r1-w2-0029/P1", "status": "compile_error", "correct": false, "speedup": 0.0, "speedup_lo95": null, "ref_ms": null, "cand_ms": null, "score_pass": 0.0, "error": "RuntimeError: Error building extension 'kldiv_mod': [1/3] c++ -MMD -MF main.o.d -DTORCH_EXTENSION_NAME=kldiv_mod -DTORCH_API_INCLUDE_EXTENSION_H -I/usr/local/eval-pch -isystem /usr/local/lib/python3.10/dist-packages/torch/include -isystem /usr/local/lib/python3.10/dist-packages/torch/include/torch/csrc/api/include -isystem /usr/local/cuda/include -isystem /usr/include/python3.10 -fPIC -std=c++17 -c /tmp/sandbox/work/ext/kldiv_mod/main.cpp -o main.o \nFAILED: [code=1] main.o \nc++ -MMD -MF main.o.d -DTORCH_EXTENSION_NAME=kldiv_mod -DTORCH_API_INCLUDE_EXTENSION_H -I/usr/local/eval-pch -isystem /usr/local/lib/python3.10/dist-packages/torch/include -isystem /usr/local/lib/python3.10/dist-packages/torch/include/torch/csrc/api/include -isystem /usr/local/cuda/include -isystem /usr/include/python3.10 -fPIC -std=c++17 -c /tmp/sandbox/work/ext/kldiv_mod/main.cpp -o main.o \n/tmp/sandbox/work/ext/kldiv_mod/main.cpp:4:77: error: \u2018cudaStream_t\u2019 has not been declared\n    4 | void kldiv_launch(const float* pred, const float* targ, float* out, long n, cudaStream_t stream);\n      |                                                                             ^~~~~~~~~~~~\n/tmp/sandbox/work/ext/kldiv_mod/main.cpp: In function \u2018at::Tensor kldiv(at::Tensor, at::Tensor)\u2019:\n/tmp/sandbox/work/ext/kldiv_mod/main.cpp:10:28: error: \u2018getCurrentCUDAStream\u2019 is not a member of \u2018at::cuda\u2019\n   10 |                  at::cuda::getCurrentCUDAStream());\n      |                            ^~~~~~~~~~~~~~~~~~~~\n[2/3] /usr/local/cuda/bin/nvcc --gener", "infra": false, "infra_reruns": 0, "calls": 1, "tokens_in": 1522, "tokens_out": 1044, "ctx_chars": 0, "ctx_sha": "e3b0c44298fc1c14", "wall_s": 66.6}, "P2_refine": {"role": "P2_refine", "run_dir": "r1-w2-0029/P2_refine", "status": "ok", "correct": true, "speedup": 5.0973, "speedup_lo95": 5.0921, "ref_ms": 8.63932, "cand_ms": 1.69489, "score_pass": 5.0973, "error": "", "infra": false, "infra_reruns": 0, "calls": 1, "tokens_in": 3460, "tokens_out": 1137, "ctx_chars": 4167, "ctx_sha": "2d82f50f5e9148d7", "wall_s": 45.0}, "P2_consult": {"role": "P2_consult", "run_dir": "r1-w2-0029/P2_consult", "status": "ok", "correct": true, "speedup": 3.9141, "speedup_lo95": 3.8607, "ref_ms": 8.62849, "cand_ms": 2.20449, "score_pass": 3.9141, "error": "", "infra": false, "infra_reruns": 0, "calls": 3, "tokens_in": 15393, "tokens_out": 2143, "ctx_chars": 6454, "ctx_sha": "ff52d1ecd35e3705", "wall_s": 106.7}, "P2_audit": {"role": "P2_audit", "run_dir": "r1-w2-0029/P2_audit", "status": "ok", "correct": true, "speedup": 5.0485, "speedup_lo95": 5.036, "ref_ms": 8.64989, "cand_ms": 1.71336, "score_pass": 5.0485, "error": "", "infra": false, "infra_reruns": 0, "calls": 3, "tokens_in": 15839, "tokens_out": 2151, "ctx_chars": 6766, "ctx_sha": "dadbb635680ff1c7", "wall_s": 180.7}, "P2_prior": {"role": "P2_prior", "run_dir": "r1-w2-0029/P2_prior", "status": "ok", "correct": true, "speedup": 5.2711, "speedup_lo95": 5.0357, "ref_ms": 8.73951, "cand_ms": 1.658, "score_pass": 5.2711, "error": "", "infra": false, "infra_reruns": 0, "calls": 1, "tokens_in": 3627, "tokens_out": 1144, "ctx_chars": 4795, "ctx_sha": "71cd21f8fc6fe11f", "wall_s": 54.1}, "S": {"role": "S", "run_dir": "r1-w2-0029/S", "status": "ok", "correct": true, "speedup": 1.9751, "speedup_lo95": 1.971, "ref_ms": 8.62993, "cand_ms": 4.36942, "score_pass": 1.9751, "error": "", "infra": false, "infra_reruns": 0, "calls": 2, "tokens_in": 5776, "tokens_out": 2088, "ctx_chars": 1982, "ctx_sha": "54e16caf9bef9eec", "wall_s": 124.5}}, "codes": {"P1": "567231fc5184fade0746d89d", "P2_refine": "639556666d63931d7bc99309", "P2_consult": "0fc4f1ce54bee1621eb5fd3f", "P2_audit": "c9d9a8339dca8d0b802a9fea", "P2_prior": "ca0d578b23f8353db6db021e", "S": "9aa1059690f70dbb697245f8"}, "infra_any": false, "t_start": 1791535405.548115, "t_end": 1791535757.7916155}
{"block": "r1-w2-0025", "task": "L1_073", "reader": "claude-opus-4-8", "rep": 1, "family": "conv_transpose", "p1_failed": true, "arms": {"bare": {"role": "P1", "score": 0.0, "final": {"score": 0.0, "status": "compile_error", "correct": false, "speedup": 0.0, "speedup_lo95": null, "rid": "rk-final|r1-w2-0025|a1e7d022e01d92a3a2b89e8b", "infra": false, "tries": 1, "error": "RuntimeError: Error building extension 'ct3d_copy': [1/3] c++ -MMD -MF main.o.d -DTORCH_EXTENSION_NAME=ct3d_copy -DTORCH_API_INCLUDE_EXTENSION_H -I/usr/local/eval-pch -isystem /usr/local/lib/python3.10/dist-packages/torch/include -isystem /usr/local/lib/python3.10/dist-packages/torch/include/torch/csr"}, "score_pass": 0.0, "code_sha": "a1e7d022e01d92a3a2b89e8b"}, "show_all": {"role": "S", "score": 0.8725, "final": {"score": 0.8725, "status": "ok", "correct": true, "speedup": 0.8725, "speedup_lo95": 0.7587, "rid": "rk-final|r1-w2-0025|55db1a56eaae8d09b0e47cb4", "infra": false, "tries": 1, "error": ""}, "score_pass": 0.9392, "code_sha": "55db1a56eaae8d09b0e47cb4"}, "bare2": {"role": "P2_refine", "score": 0.9228, "final": {"score": 0.9228, "status": "ok", "correct": true, "speedup": 0.9228, "speedup_lo95": 0.7698, "rid": "rk-final|r1-w2-0025|a64fc043152edc9922f399d9", "infra": false, "tries": 1, "error": ""}, "score_pass": 0.9623, "code_sha": "a64fc043152edc9922f399d9"}, "attempt_then_consult": {"role": "P2_consult", "score": 0.8525, "final": {"score": 0.8525, "status": "ok", "correct": true, "speedup": 0.8525, "speedup_lo95": 0.838, "rid": "rk-final|r1-w2-0025|33f7767662832194bb57ff83", "infra": false, "tries": 1, "error": ""}, "score_pass": 0.9046, "code_sha": "33f7767662832194bb57ff83"}, "audit_then_consult": {"role": "P2_audit", "score": 0.9334, "final": {"score": 0.9334, "status": "ok", "correct": true, "speedup": 0.9334, "speedup_lo95": 0.8939, "rid": "rk-final|r1-w2-0025|f8de8801c44390a41ba0b234", "infra": false, "tries": 1, "error": ""}, "score_pass": 0.7572, "code_sha": "f8de8801c44390a41ba0b234"}, "prior_then_consult": {"role": "P2_prior", "score": 0.9298, "final": {"score": 0.9298, "status": "ok", "correct": true, "speedup": 0.9298, "speedup_lo95": 0.8423, "rid": "rk-final|r1-w2-0025|99256753db3a176ecc4a85ae", "infra": false, "tries": 1, "error": ""}, "score_pass": 0.9602, "code_sha": "99256753db3a176ecc4a85ae"}, "consult_on_failure": {"role": "P2_consult", "score": 0.8525, "final": {"score": 0.8525, "status": "ok", "correct": true, "speedup": 0.8525, "speedup_lo95": 0.838, "rid": "rk-final|r1-w2-0025|33f7767662832194bb57ff83", "infra": false, "tries": 1, "error": ""}, "score_pass": 0.9046, "code_sha": "33f7767662832194bb57ff83"}}, "episodes": {"P1": {"role": "P1", "run_dir": "r1-w2-0025/P1", "status": "compile_error", "correct": false, "speedup": 0.0, "speedup_lo95": null, "ref_ms": null, "cand_ms": null, "score_pass": 0.0, "error": "RuntimeError: Error building extension 'ct3d_copy': [1/3] c++ -MMD -MF main.o.d -DTORCH_EXTENSION_NAME=ct3d_copy -DTORCH_API_INCLUDE_EXTENSION_H -I/usr/local/eval-pch -isystem /usr/local/lib/python3.10/dist-packages/torch/include -isystem /usr/local/lib/python3.10/dist-packages/torch/include/torch/csrc/api/include -isystem /usr/local/cuda/include -isystem /usr/include/python3.10 -fPIC -std=c++17 -c /tmp/sandbox/work/ext/ct3d_copy/main.cpp -o main.o \nFAILED: [code=1] main.o \nc++ -MMD -MF main.o.d -DTORCH_EXTENSION_NAME=ct3d_copy -DTORCH_API_INCLUDE_EXTENSION_H -I/usr/local/eval-pch -isystem /usr/local/lib/python3.10/dist-packages/torch/include -isystem /usr/local/lib/python3.10/dist-packages/torch/include/torch/csrc/api/include -isystem /usr/local/cuda/include -isystem /usr/include/python3.10 -fPIC -std=c++17 -c /tmp/sandbox/work/ext/ct3d_copy/main.cpp -o main.o \n/tmp/sandbox/work/ext/ct3d_copy/main.cpp: In function \u2018at::Tensor my_copy(at::Tensor)\u2019:\n/tmp/sandbox/work/ext/ct3d_copy/main.cpp:8:82: error: \u2018getCurrentCUDAStream\u2019 is not a member of \u2018at::cuda\u2019\n    8 |     copy_launch(x.data_ptr<float>(), out.data_ptr<float>(), x.numel(), at::cuda::getCurrentCUDAStream());\n      |                                                                                  ^~~~~~~~~~~~~~~~~~~~\n[2/3] /usr/local/cuda/bin/nvcc --generate-dependencies-with-compile --dependency-output cuda.cuda.o.d -DTORCH_EXTENSION_NAME=ct3d_copy -DTORCH_API_INCLUDE_EXTENSION_H -I/usr/local/eval-pch -isystem /usr/local/lib/python3.10/dist-pac", "infra": false, "infra_reruns": 0, "calls": 1, "tokens_in": 2024, "tokens_out": 918, "ctx_chars": 0, "ctx_sha": "e3b0c44298fc1c14", "wall_s": 63.0}, "P2_refine": {"role": "P2_refine", "run_dir": "r1-w2-0025/P2_refine", "status": "ok", "correct": true, "speedup": 0.9623, "speedup_lo95": 0.9258, "ref_ms": 21.26699, "cand_ms": 22.10014, "score_pass": 0.9623, "error": "ok", "infra": false, "infra_reruns": 0, "calls": 3, "tokens_in": 13735, "tokens_out": 2169, "ctx_chars": 3591, "ctx_sha": "b2842abd8f6d07c4", "wall_s": 403.1}, "P2_consult": 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{"block": "r1-w2-0019", "task": "L3_025", "reader": "claude-opus-5-5", "rep": 2, "family": "network", "p1_failed": true, "arms": {"bare": {"role": "P1", "score": 0.9618, "final": {"score": 0.9618, "status": "ok", "correct": true, "speedup": 0.9618, "speedup_lo95": 0.9048, "rid": "rk-final|r1-w2-0019|f522a41055f811e33ffe6d68", "infra": false, "tries": 1, "error": ""}, "score_pass": 0.942, "code_sha": "f522a41055f811e33ffe6d68"}, "show_all": {"role": "S", "score": 1.1133, "final": {"score": 1.1133, "status": "ok", "correct": true, "speedup": 1.1133, "speedup_lo95": 1.11, "rid": "rk-final|r1-w2-0019|0fb9241a528a67d9d8b41a9c", "infra": false, "tries": 1, "error": ""}, "score_pass": 1.2884, "code_sha": "0fb9241a528a67d9d8b41a9c"}, "bare2": {"role": "P2_refine", "score": 2.0225, "final": {"score": 2.0225, "status": "ok", "correct": true, "speedup": 2.0225, "speedup_lo95": 1.9026, "rid": "rk-final|r1-w2-0019|af36069bcc03abb9eaa682b1", "infra": false, "tries": 1, "error": ""}, "score_pass": 2.019, "code_sha": "af36069bcc03abb9eaa682b1"}, "attempt_then_consult": {"role": "P2_consult", "score": 1.6204, "final": {"score": 1.6204, "status": "ok", "correct": true, "speedup": 1.6204, "speedup_lo95": 1.5485, "rid": "rk-final|r1-w2-0019|b7dc7fe4801ab2262e53dace", "infra": false, "tries": 1, "error": ""}, "score_pass": 1.6421, "code_sha": "b7dc7fe4801ab2262e53dace"}, "audit_then_consult": {"role": "P2_audit", "score": 1.3102, "final": {"score": 1.3102, "status": "ok", "correct": true, "speedup": 1.3102, "speedup_lo95": 1.3047, "rid": "rk-final|r1-w2-0019|1c54b4b7548caec2e8d652a2", "infra": false, "tries": 1, "error": ""}, "score_pass": 1.5989, "code_sha": "1c54b4b7548caec2e8d652a2"}, "prior_then_consult": {"role": "P2_prior", "score": 1.2438, "final": {"score": 1.2438, "status": "ok", "correct": true, "speedup": 1.2438, "speedup_lo95": 1.2413, "rid": "rk-final|r1-w2-0019|582ce882c89605a461e94d8d", "infra": false, "tries": 1, "error": ""}, "score_pass": 1.3194, "code_sha": "582ce882c89605a461e94d8d"}, "consult_on_failure": {"role": "P2_consult", "score": 1.6204, "final": {"score": 1.6204, "status": "ok", "correct": true, "speedup": 1.6204, "speedup_lo95": 1.5485, "rid": "rk-final|r1-w2-0019|b7dc7fe4801ab2262e53dace", "infra": false, "tries": 1, "error": ""}, "score_pass": 1.6421, "code_sha": "b7dc7fe4801ab2262e53dace"}}, "episodes": {"P1": {"role": "P1", "run_dir": "r1-w2-0019/P1", "status": "ok", "correct": true, "speedup": 0.942, "speedup_lo95": 0.8126, "ref_ms": 20.99933, "cand_ms": 22.2923, "score_pass": 0.942, "error": "ok", "infra": false, "infra_reruns": 0, "calls": 2, "tokens_in": 11708, "tokens_out": 20649, "ctx_chars": 0, "ctx_sha": "e3b0c44298fc1c14", "wall_s": 493.4}, "P2_refine": {"role": "P2_refine", "run_dir": "r1-w2-0019/P2_refine", "status": "ok", "correct": true, "speedup": 2.019, "speedup_lo95": 2.0165, "ref_ms": 20.6978, "cand_ms": 10.25164, "score_pass": 2.019, "error": "", "infra": false, "infra_reruns": 0, "calls": 2, "tokens_in": 23818, "tokens_out": 29527, "ctx_chars": 12558, "ctx_sha": "0c112562807b6b26", "wall_s": 770.3}, "P2_consult": {"role": "P2_consult", "run_dir": "r1-w2-0019/P2_consult", "status": "ok", "correct": true, "speedup": 1.6421, "speedup_lo95": 1.6413, "ref_ms": 20.67618, "cand_ms": 12.59158, "score_pass": 1.6421, "error": "", "infra": false, "infra_reruns": 0, "calls": 2, "tokens_in": 31626, "tokens_out": 35867, "ctx_chars": 19376, "ctx_sha": "073cf9ec1a5b1c0c", "wall_s": 500.8}, "P2_audit": {"role": "P2_audit", "run_dir": "r1-w2-0019/P2_audit", "status": "ok", "correct": true, "speedup": 1.5989, "speedup_lo95": 1.592, "ref_ms": 20.81257, "cand_ms": 13.01655, "score_pass": 1.5989, "error": "", "infra": false, "infra_reruns": 0, "calls": 2, "tokens_in": 32614, "tokens_out": 38936, "ctx_chars": 19688, "ctx_sha": "fae3aeaa72c2fa3e", "wall_s": 475.8}, "P2_prior": {"role": "P2_prior", "run_dir": "r1-w2-0019/P2_prior", "status": "ok", "correct": true, "speedup": 1.3194, "speedup_lo95": 1.2506, "ref_ms": 20.92953, "cand_ms": 15.86332, "score_pass": 1.3194, "error": "", "infra": false, "infra_reruns": 0, "calls": 2, "tokens_in": 24717, "tokens_out": 21773, "ctx_chars": 13186, "ctx_sha": "cf784aa4daf088c8", "wall_s": 394.9}, "S": {"role": "S", "run_dir": "r1-w2-0019/S", "status": "ok", "correct": true, "speedup": 1.2884, "speedup_lo95": 1.1795, "ref_ms": 20.78547, "cand_ms": 16.13222, "score_pass": 1.2884, "error": "", "infra": false, "infra_reruns": 0, "calls": 2, "tokens_in": 14742, "tokens_out": 12460, "ctx_chars": 6513, "ctx_sha": "1aa698d3a9589f25", "wall_s": 262.9}}, "codes": {"P1": "f522a41055f811e33ffe6d68", "P2_refine": "af36069bcc03abb9eaa682b1", "P2_consult": "b7dc7fe4801ab2262e53dace", "P2_audit": "1c54b4b7548caec2e8d652a2", "P2_prior": "582ce882c89605a461e94d8d", "S": "0fb9241a528a67d9d8b41a9c"}, "infra_any": false, "t_start": 1791534722.2845426, "t_end": 1791536229.4364734}
{"block": "r1-w2-0040", "task": "L3_013", "reader": "claude-opus-4-8", "rep": 1, "family": "network", "p1_failed": true, "arms": {"bare": {"role": "P1", "score": 0.0, "final": {"score": 0.0, "status": "compile_error", "correct": false, "speedup": 0.0, "speedup_lo95": null, "rid": "rk-final|r1-w2-0040|41b316cd3b8b70a3fc98e451", "infra": false, "tries": 1, "error": "RuntimeError: Error building extension 'transition_mod': [1/3] c++ -MMD -MF main.o.d -DTORCH_EXTENSION_NAME=transition_mod -DTORCH_API_INCLUDE_EXTENSION_H -I/usr/local/eval-pch -isystem /usr/local/lib/python3.10/dist-packages/torch/include -isystem /usr/local/lib/python3.10/dist-packages/torch/include"}, "score_pass": 0.0, "code_sha": "41b316cd3b8b70a3fc98e451"}, "show_all": {"role": "S", "score": 1.6141, "final": {"score": 1.6141, "status": "ok", "correct": true, "speedup": 1.6141, "speedup_lo95": 1.613, "rid": "rk-final|r1-w2-0040|85f52e0a15ebfc6ac73dde46", "infra": false, "tries": 1, "error": ""}, "score_pass": 1.6138, "code_sha": "85f52e0a15ebfc6ac73dde46"}, "bare2": {"role": "P1", "score": 0.0, "final": {"score": 0.0, "status": "compile_error", "correct": false, "speedup": 0.0, "speedup_lo95": null, "rid": "rk-final|r1-w2-0040|41b316cd3b8b70a3fc98e451", "infra": false, "tries": 1, "error": "RuntimeError: Error building extension 'transition_mod': [1/3] c++ -MMD -MF main.o.d -DTORCH_EXTENSION_NAME=transition_mod -DTORCH_API_INCLUDE_EXTENSION_H -I/usr/local/eval-pch -isystem /usr/local/lib/python3.10/dist-packages/torch/include -isystem /usr/local/lib/python3.10/dist-packages/torch/include"}, "score_pass": 0.0, "code_sha": "41b316cd3b8b70a3fc98e451"}, "attempt_then_consult": {"role": "P2_consult", "score": 2.0445, "final": {"score": 2.0445, "status": "ok", "correct": true, "speedup": 2.0445, "speedup_lo95": 2.0409, "rid": "rk-final|r1-w2-0040|d9365f64e990c6dd7964fb59", "infra": false, "tries": 1, "error": ""}, "score_pass": 2.0682, "code_sha": "d9365f64e990c6dd7964fb59"}, "audit_then_consult": {"role": "P2_audit", "score": 2.0468, "final": {"score": 2.0468, "status": "ok", "correct": true, "speedup": 2.0468, "speedup_lo95": 2.0433, "rid": "rk-final|r1-w2-0040|12cab32e5bd7ca19a83a7214", "infra": false, "tries": 1, "error": ""}, "score_pass": 2.0444, "code_sha": "12cab32e5bd7ca19a83a7214"}, "prior_then_consult": {"role": "P1", "score": 0.0, "final": {"score": 0.0, "status": "compile_error", "correct": false, "speedup": 0.0, "speedup_lo95": null, "rid": "rk-final|r1-w2-0040|41b316cd3b8b70a3fc98e451", "infra": false, "tries": 1, "error": "RuntimeError: Error building extension 'transition_mod': [1/3] c++ -MMD -MF main.o.d -DTORCH_EXTENSION_NAME=transition_mod -DTORCH_API_INCLUDE_EXTENSION_H -I/usr/local/eval-pch -isystem /usr/local/lib/python3.10/dist-packages/torch/include -isystem /usr/local/lib/python3.10/dist-packages/torch/include"}, "score_pass": 0.0, "code_sha": "41b316cd3b8b70a3fc98e451"}, "consult_on_failure": {"role": "P2_consult", "score": 2.0445, "final": {"score": 2.0445, "status": "ok", "correct": true, "speedup": 2.0445, "speedup_lo95": 2.0409, "rid": "rk-final|r1-w2-0040|d9365f64e990c6dd7964fb59", "infra": false, "tries": 1, "error": ""}, "score_pass": 2.0682, "code_sha": "d9365f64e990c6dd7964fb59"}}, "episodes": {"P1": {"role": "P1", "run_dir": "r1-w2-0040/P1", "status": "compile_error", "correct": false, "speedup": 0.0, "speedup_lo95": null, "ref_ms": null, "cand_ms": null, "score_pass": 0.0, "error": "RuntimeError: Error building extension 'transition_mod': [1/3] c++ -MMD -MF main.o.d -DTORCH_EXTENSION_NAME=transition_mod -DTORCH_API_INCLUDE_EXTENSION_H -I/usr/local/eval-pch -isystem /usr/local/lib/python3.10/dist-packages/torch/include -isystem /usr/local/lib/python3.10/dist-packages/torch/include/torch/csrc/api/include -isystem /usr/local/cuda/include -isystem /usr/include/python3.10 -fPIC -std=c++17 -c /tmp/sandbox/work/ext/transition_mod/main.cpp -o main.o \nFAILED: [code=1] main.o \nc++ -MMD -MF main.o.d -DTORCH_EXTENSION_NAME=transition_mod -DTORCH_API_INCLUDE_EXTENSION_H -I/usr/local/eval-pch -isystem /usr/local/lib/python3.10/dist-packages/torch/include -isystem /usr/local/lib/python3.10/dist-packages/torch/include/torch/csrc/api/include -isystem /usr/local/cuda/include -isystem /usr/include/python3.10 -fPIC -std=c++17 -c /tmp/sandbox/work/ext/transition_mod/main.cpp -o main.o \n/tmp/sandbox/work/ext/transition_mod/main.cpp:4:78: error: \u2018cudaStream_t\u2019 has not been declared\n    4 | void bnrelu_launch(const float*,float*,const float*,const float*,int,int,int,cudaStream_t);\n      |                                                                              ^~~~~~~~~~~~\n/tmp/sandbox/work/ext/transition_mod/main.cpp:5:57: error: \u2018cudaStream_t\u2019 has not been declared\n    5 | void avgpool_launch(const float*,float*,int,int,int,int,cudaStream_t);\n      |                                                         ^~~~~~~~~~~~\n/tmp/sandbox/work/ext/transition_mod/main.cpp: In function \u2018at::Tensor bnrelu(at::T", "infra": false, "infra_reruns": 0, "calls": 1, "tokens_in": 1658, "tokens_out": 2235, "ctx_chars": 0, "ctx_sha": "e3b0c44298fc1c14", "wall_s": 72.6}, "P2_refine": {"role": "P2_refine", "run_dir": "r1-w2-0040/P2_refine", "status": "incorrect", "correct": false, "speedup": 0.0, "speedup_lo95": null, "ref_ms": null, "cand_ms": null, "score_pass": 0.0, "error": "output mismatch beyond atol=rtol=0.0001", "infra": false, "infra_reruns": 0, "calls": 1, "tokens_in": 4198, "tokens_out": 1725, "ctx_chars": 5240, "ctx_sha": "587a4b195e75525f", "wall_s": 93.1}, "P2_consult": {"role": "P2_consult", "run_dir": "r1-w2-0040/P2_consult", "status": "ok", "correct": true, "speedup": 2.0682, "speedup_lo95": 2.0634, "ref_ms": 16.87711, "cand_ms": 8.16045, "score_pass": 2.0682, "error": "", "infra": false, "infra_reruns": 0, "calls": 1, "tokens_in": 6985, "tokens_out": 1634, "ctx_chars": 12058, 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