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@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
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diff --git "a/report_doc/20260731_EPM_ASI_HLD\345\257\271\351\275\2200712_Iter86\345\205\250\351\207\217\346\216\250\347\220\206\344\270\216Iter87\344\270\200\350\207\264\346\200\247\346\240\241\345\207\206\345\256\241\350\256\241.md" "b/report_doc/20260731_EPM_ASI_HLD\345\257\271\351\275\2200712_Iter86\345\205\250\351\207\217\346\216\250\347\220\206\344\270\216Iter87\344\270\200\350\207\264\346\200\247\346\240\241\345\207\206\345\256\241\350\256\241.md"
new file mode 100644
index 0000000000000000000000000000000000000000..9e3ac8bff6dd55b3c0e22e3013a8fd35730b27d1
--- /dev/null
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diff --git "a/report_doc/20260731_Forward\345\257\271\351\275\2200712_Iter89\345\205\250\351\207\217\345\275\222\345\233\240\344\270\216\351\246\226\350\275\256\345\206\273\347\273\223\346\226\271\346\241\210.md" "b/report_doc/20260731_Forward\345\257\271\351\275\2200712_Iter89\345\205\250\351\207\217\345\275\222\345\233\240\344\270\216\351\246\226\350\275\256\345\206\273\347\273\223\346\226\271\346\241\210.md"
new file mode 100644
index 0000000000000000000000000000000000000000..d3143a8333ba88489bc3461c6a0f48f1cf36c32f
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+version https://git-lfs.github.com/spec/v1
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+size 35386
diff --git "a/report_doc/Agentic\346\265\201\345\274\217\350\247\206\351\242\221\347\220\206\350\247\243_Memory\344\270\216\345\267\245\345\205\267\344\275\223\347\263\273\350\256\276\350\256\241.md" "b/report_doc/Agentic\346\265\201\345\274\217\350\247\206\351\242\221\347\220\206\350\247\243_Memory\344\270\216\345\267\245\345\205\267\344\275\223\347\263\273\350\256\276\350\256\241.md"
new file mode 100644
index 0000000000000000000000000000000000000000..1a63350f49dc1b257119ac1e8b208fa495759938
--- /dev/null
+++ "b/report_doc/Agentic\346\265\201\345\274\217\350\247\206\351\242\221\347\220\206\350\247\243_Memory\344\270\216\345\267\245\345\205\267\344\275\223\347\263\273\350\256\276\350\256\241.md"
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
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+size 11056
diff --git "a/report_doc/Agentic\346\265\201\345\274\217\350\247\206\351\242\221\347\220\206\350\247\243_OVOBench\346\216\250\347\220\206\350\256\276\350\256\241\345\217\230\346\233\264.md" "b/report_doc/Agentic\346\265\201\345\274\217\350\247\206\351\242\221\347\220\206\350\247\243_OVOBench\346\216\250\347\220\206\350\256\276\350\256\241\345\217\230\346\233\264.md"
new file mode 100644
index 0000000000000000000000000000000000000000..bb9ae88ce2374aec5236b20a0396860f756959ae
--- /dev/null
+++ "b/report_doc/Agentic\346\265\201\345\274\217\350\247\206\351\242\221\347\220\206\350\247\243_OVOBench\346\216\250\347\220\206\350\256\276\350\256\241\345\217\230\346\233\264.md"
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
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diff --git "a/report_doc/Agentic\346\265\201\345\274\217\350\247\206\351\242\221\347\220\206\350\247\243_\345\200\237\351\211\264\350\220\275\345\234\260\344\270\216\350\277\220\350\241\214\346\211\213\345\206\214.md" "b/report_doc/Agentic\346\265\201\345\274\217\350\247\206\351\242\221\347\220\206\350\247\243_\345\200\237\351\211\264\350\220\275\345\234\260\344\270\216\350\277\220\350\241\214\346\211\213\345\206\214.md"
new file mode 100644
index 0000000000000000000000000000000000000000..373795b6f8460239a439005c1cb1c3ba61128979
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+version https://git-lfs.github.com/spec/v1
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+size 11280
diff --git "a/report_doc/Agentic\350\247\206\351\242\221\347\220\206\350\247\243_\345\267\245\345\205\267\344\270\216\350\256\255\347\273\203\346\226\271\346\241\210.md" "b/report_doc/Agentic\350\247\206\351\242\221\347\220\206\350\247\243_\345\267\245\345\205\267\344\270\216\350\256\255\347\273\203\346\226\271\346\241\210.md"
new file mode 100644
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--- /dev/null
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@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
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+size 18187
diff --git "a/report_doc/Streamo\350\256\255\347\273\203\344\270\216\350\257\204\346\265\213\346\261\207\346\212\245\346\226\207\346\241\243.md" "b/report_doc/Streamo\350\256\255\347\273\203\344\270\216\350\257\204\346\265\213\346\261\207\346\212\245\346\226\207\346\241\243.md"
new file mode 100644
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--- /dev/null
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@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
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diff --git a/requirements.txt b/requirements.txt
index 0832e6ab4d42f6181fbfb354c0d88b1809980afe..a931dcb492e23b142e061b460113010474f8878a 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1 +1,3 @@
--r requirements/framework.txt
+version https://git-lfs.github.com/spec/v1
+oid sha256:0b6f027de6cb18a0622614a05e9da10a768809f8a0fd88ff3e642efe458f1e1c
+size 30
diff --git a/requirements/docs.txt b/requirements/docs.txt
new file mode 100644
index 0000000000000000000000000000000000000000..14ee21a7df9fc3692054451fba97116f633570a4
--- /dev/null
+++ b/requirements/docs.txt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ee6b3bb0e84fbb9e14cb21520ace66205b3b004c331fe5bb723c565d6c86093a
+size 154
diff --git a/requirements/eval.txt b/requirements/eval.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0148a03b8a232fbab124f402d62cae58e9d9fd15
--- /dev/null
+++ b/requirements/eval.txt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f46f7352c768509331c55aa2ec38ce4848e0e01f9901556cb122e73ab8df8590
+size 59
diff --git a/requirements/framework.txt b/requirements/framework.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f0c25e29c97641cb9fa01adc4491ca5a2228ac6f
--- /dev/null
+++ b/requirements/framework.txt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:06a95039382c17329d06e130f780c58eeabfd5d23918ba1ec577fd734410208d
+size 468
diff --git a/requirements/install_all.sh b/requirements/install_all.sh
new file mode 100644
index 0000000000000000000000000000000000000000..1e1351a34a09df63bb2802f28a7559f0f3bd36b8
--- /dev/null
+++ b/requirements/install_all.sh
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:aa5119513022587e2b64e7f9cdd0778202c02c9de90df52993125ff93ab8c349
+size 687
diff --git a/requirements/swanlab.txt b/requirements/swanlab.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5d7aa73cc9a05c0aa3e1b888c3fa19663b3d6b2b
--- /dev/null
+++ b/requirements/swanlab.txt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1e7be09d9e90e9cbc4bc4a20ba1bc2e5d936567b934cf71b53845166f1e6769c
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diff --git a/requirements/tests.txt b/requirements/tests.txt
new file mode 100644
index 0000000000000000000000000000000000000000..428dbe79099810f6a08a0da21e1eb48f2d2e565c
--- /dev/null
+++ b/requirements/tests.txt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:36ef0bed32bffcbb3d776e92b46184d3ef8202cac6c05ee23c20ff8526092f6c
+size 119
diff --git a/resume_asifull_after_restart.sh b/resume_asifull_after_restart.sh
index 399cf597c9338b5a74a1eb2863233428b4299193..389ca4a52ae66f662d732f6073e2f8a7f7789a35 100644
--- a/resume_asifull_after_restart.sh
+++ b/resume_asifull_after_restart.sh
@@ -1,703 +1,3 @@
-#!/usr/bin/env bash
-# Configure the Ascend environment and resume one existing run to asi_full 3035.
-set -Eeuo pipefail
-
-REPO=/mnt/bn/mm-omni-training-hl/boyuan/StreamDelta/StreamDelta
-DATASET=/mnt/bn/mm-omni-training-hl/boyuan/stream_data/OVO-Bench/ovobench_streamo_eval_asi_full.json
-MODEL_DEFAULT=/mnt/bn/mm-omni-training-hl/boyuan/model_zoo/Qwen/Qwen3.6-27B
-MODEL="${MODEL:-${MODEL_DEFAULT}}"
-EXPECTED_NPUS=16
-TP=2
-NUM_WORKERS=8
-MAX_CONCURRENT="${MAX_CONCURRENT:-24}"
-CLAIM_BATCH="${CLAIM_BATCH:-24}"
-GPU_MEMORY_UTILIZATION="${GPU_MEMORY_UTILIZATION:-0.90}"
-TASKS=EPM,HLD,ASI,STU,OJR,ATR,FPD,OCR,SSR,ACR,CRR,REC
-
-RESULT_DIR=""
-SKIP_ENV=0
-CHECK_ONLY=0
-
-usage() {
-    cat <<'EOF'
-Usage:
-  bash resume_asifull_after_restart.sh results/<RUN_DIR> [options]
-
-Required:
-  results/<RUN_DIR>  Existing result directory to resume in place.
-
-Options:
-  --skip-env    Skip package installation; still source CANN/ATB and preflight.
-  --check-only  Configure and validate, but do not launch workers.
-  -h, --help    Show this help.
-
-Behavior:
-  - Uses RESULT_DIR/code_backup, never the mutable runtime agent files.
-  - Uses the formal asi_full 3035-row dataset.
-  - Scans existing worker JSONL files and skips completed IDs.
-  - Uses a new claims directory, so stale unfinished claims cannot hide work.
-  - Runs in the foreground until workers, merge, strict audit, and score finish.
-  - Requires 16 free Ascend NPUs and launches 8 workers x TP2.
-
-Optional environment overrides:
-  MODEL=/path/to/model
-  MAX_CONCURRENT=24
-  CLAIM_BATCH=24
-  GPU_MEMORY_UTILIZATION=0.90
-  STREAMO_WHISPER_MODEL=base
-EOF
-}
-
-while [[ "$#" -gt 0 ]]; do
-    case "$1" in
-        --skip-env)
-            SKIP_ENV=1
-            ;;
-        --check-only)
-            CHECK_ONLY=1
-            ;;
-        -h|--help)
-            usage
-            exit 0
-            ;;
-        -*)
-            echo "[fatal] unknown option: $1" >&2
-            usage >&2
-            exit 2
-            ;;
-        *)
-            if [[ -n "${RESULT_DIR}" ]]; then
-                echo "[fatal] pass exactly one result directory" >&2
-                exit 2
-            fi
-            RESULT_DIR="$1"
-            ;;
-    esac
-    shift
-done
-
-if [[ -z "${RESULT_DIR}" ]]; then
-    echo "[fatal] result directory is required" >&2
-    usage >&2
-    exit 2
-fi
-
-cd "${REPO}"
-if [[ "${RESULT_DIR}" != /* ]]; then
-    RESULT_DIR="${REPO}/${RESULT_DIR}"
-fi
-RESULT_DIR="$(realpath -e "${RESULT_DIR}")"
-RESULTS_ROOT="$(realpath -e "${REPO}/results")"
-case "${RESULT_DIR}/" in
-    "${RESULTS_ROOT}/"*) ;;
-    *)
-        echo "[fatal] result directory must be under ${RESULTS_ROOT}: ${RESULT_DIR}" >&2
-        exit 2
-        ;;
-esac
-RESULT_DIR="${RESULT_DIR%/}"
-RUN_TAG="$(basename "${RESULT_DIR}")"
-CODE_DIR="${RESULT_DIR}/code_backup"
-TRAJECTORY_DIR="${RESULT_DIR}/trajectories"
-STAMP="$(date +%Y%m%d_%H%M%S)"
-SESSION_DIR="${RESULT_DIR}/resume_asifull_sessions/${STAMP}"
-CLAIMS_DIR="${RESULT_DIR}/claims_resume_asifull_${STAMP}"
-SESSION_LOG="${SESSION_DIR}/resume.log"
-WORKER_PID_FILE="${SESSION_DIR}/worker.pids"
-NPU_INFO_LOG="${SESSION_DIR}/npu_info.txt"
-NPU_TOPOLOGY_LOG="${SESSION_DIR}/npu_topology.txt"
-NPU_PREFLIGHT_JSON="${SESSION_DIR}/npu_preflight.json"
-PRE_COVERAGE_JSON="${SESSION_DIR}/pre_resume_coverage.json"
-FINAL_AUDIT="${RESULT_DIR}/asifull_final_strict_audit.json"
-MERGED_OUTPUT="${RESULT_DIR}/ovobench_${RUN_TAG}.jsonl"
-LOCK_FILE="${RESULT_DIR}/resume_asifull.lock"
-
-for path in \
-    "${RESULT_DIR}" \
-    "${CODE_DIR}/ovo_agent.py" \
-    "${CODE_DIR}/ovo_agent_shared.py" \
-    "${CODE_DIR}/ovo_script.py" \
-    "${CODE_DIR}/tools/memory.py" \
-    "${CODE_DIR}/tools/memory_graph.py" \
-    "${CODE_DIR}/tools/verification.py" \
-    "${DATASET}" \
-    "${MODEL}/config.json"; do
-    [[ -e "${path}" ]] || {
-        echo "[fatal] required resume input is missing: ${path}" >&2
-        exit 2
-    }
-done
-if ! compgen -G \
-    "${RESULT_DIR}/ovobench_${RUN_TAG}.worker*.jsonl" \
-    >/dev/null; then
-    echo "[fatal] no resumable worker shards found for run tag ${RUN_TAG}" >&2
-    echo "        expected: ${RESULT_DIR}/ovobench_${RUN_TAG}.worker*.jsonl" >&2
-    echo "        a merged-only JSONL is insufficient for shared-worker resume" >&2
-    exit 2
-fi
-
-mkdir -p "${SESSION_DIR}" "${TRAJECTORY_DIR}"
-cp "$0" "${SESSION_DIR}/resume_script.sh"
-exec > >(tee -a "${SESSION_LOG}") 2>&1
-
-ln -sfn "resume_asifull_sessions/${STAMP}/resume.log" \
-    "${RESULT_DIR}/latest_resume_asifull.log"
-ln -sfn "resume_asifull_sessions/${STAMP}/supervisor.pid" \
-    "${RESULT_DIR}/latest_resume_asifull.pid"
-ln -sfn "resume_asifull_sessions/${STAMP}/npu_preflight.json" \
-    "${RESULT_DIR}/latest_resume_asifull_npu_preflight.json"
-echo "$$" > "${SESSION_DIR}/supervisor.pid"
-
-if command -v flock >/dev/null 2>&1; then
-    exec 9>"${LOCK_FILE}"
-    if ! flock -n 9; then
-        echo "[fatal] another asi_full resume holds ${LOCK_FILE}" >&2
-        exit 3
-    fi
-fi
-
-echo "[resume-asifull] repo=${REPO}"
-echo "[resume-asifull] result_dir=${RESULT_DIR}"
-echo "[resume-asifull] run_tag=${RUN_TAG}"
-echo "[resume-asifull] frozen_code=${CODE_DIR}"
-echo "[resume-asifull] dataset=${DATASET}"
-echo "[resume-asifull] model=${MODEL}"
-echo "[resume-asifull] session=${SESSION_DIR}"
-
-# Never install packages, create claims, or overlap NPU work while an old
-# StreamDelta/vLLM process is still alive.
-ACTIVE_INFERENCE="$(
-    ps -eo pid=,comm=,args= | awk '
-        ($2 ~ /^python/ && $0 ~ /ovo_agent_shared[.]py/) ||
-        ($2 ~ /^VLLM/ && ($0 ~ /EngineCore/ || $0 ~ /Worker_TP/)) {
-            print
-        }
-    '
-)"
-if [[ -n "${ACTIVE_INFERENCE}" ]]; then
-    echo "[fatal] inference processes are still running; resume is unsafe:" >&2
-    printf '%s\n' "${ACTIVE_INFERENCE}" >&2
-    exit 5
-fi
-
-# The benchmark-specific exact option-text shortcut is prohibited. Refuse old
-# snapshots that could silently restore it.
-if grep -Eq \
-    '_exact_unable_to_answer_final_for|_apply_exact_unable_default|STREAMO_ENABLE_EXACT_UNABLE_DEFAULT' \
-    "${CODE_DIR}/ovo_agent.py"; then
-    echo "[fatal] frozen snapshot contains prohibited exact Unable-to-answer automation:" >&2
-    echo "        ${CODE_DIR}/ovo_agent.py" >&2
-    exit 4
-fi
-
-if [[ "${SKIP_ENV}" -eq 0 ]]; then
-    echo "[resume-asifull] configuring Python/Ascend environment ..."
-    bash "${REPO}/set_env.sh"
-else
-    echo "[resume-asifull] --skip-env: package installation skipped"
-fi
-
-# set_env.sh runs in a child process. Source CANN and ATB again in the current
-# shell so all workers inherit the runtime paths.
-set +u
-if [[ -f /usr/local/Ascend/ascend-toolkit/set_env.sh ]]; then
-    # shellcheck disable=SC1091
-    source /usr/local/Ascend/ascend-toolkit/set_env.sh
-fi
-ATB_ENV=""
-for candidate in \
-    /usr/local/Ascend/nnal/nnal/atb/set_env.sh \
-    /usr/local/Ascend/nnal/atb/set_env.sh; do
-    if [[ -f "${candidate}" ]]; then
-        ATB_ENV="${candidate}"
-        # shellcheck disable=SC1090
-        source "${candidate}"
-        break
-    fi
-done
-set -u
-export TORCH_TRANSFER_TO_NPU=1
-if [[ -z "${ATB_ENV}" ]]; then
-    echo "[fatal] NNAL/ATB runtime is unavailable" >&2
-    exit 4
-fi
-
-echo "[resume-asifull] capturing NPU diagnostics ..."
-npu-smi info > "${NPU_INFO_LOG}"
-npu-smi info -l > "${NPU_TOPOLOGY_LOG}"
-python3 scripts/ovobench/check_ascend_npu_preflight.py \
-    --info-file "${NPU_INFO_LOG}" \
-    --topology-file "${NPU_TOPOLOGY_LOG}" \
-    --expected-npus "${EXPECTED_NPUS}" \
-    --busy-threshold-mib 4096 \
-    --output-json "${NPU_PREFLIGHT_JSON}"
-
-echo "[resume-asifull] validating dependencies, dataset, and frozen entrypoint ..."
-FORMAL_DATASET="${DATASET}" \
-MODEL_PATH="${MODEL}" \
-CODE_DIR="${CODE_DIR}" \
-python3 - <<'PY'
-import collections
-import importlib.metadata as metadata
-import json
-import os
-import sys
-from pathlib import Path
-
-import torch
-import torch_npu
-import transformers
-import vllm
-import vllm_ascend  # noqa: F401
-import torch_npu.op_plugin.atb._atb_ops  # noqa: F401
-from vllm import ModelRegistry
-from vllm.platforms import current_platform
-
-assert torch.__version__.startswith("2.10.0"), torch.__version__
-assert torch_npu.__version__.startswith("2.10.0"), torch_npu.__version__
-assert torch.npu.is_available()
-assert torch.npu.device_count() == 16, torch.npu.device_count()
-assert vllm.__version__.startswith("0.22.1"), vllm.__version__
-assert metadata.version("vllm-ascend").startswith("0.22.1")
-assert metadata.version("modelscope") == "1.38.1"
-assert metadata.version("json-repair") == "0.61.7"
-assert transformers.__version__ == "5.5.4", transformers.__version__
-assert type(current_platform).__name__ == "NPUPlatform"
-assert "Qwen3_5ForConditionalGeneration" in set(
-    ModelRegistry.get_supported_archs()
-)
-
-dataset_path = Path(os.environ["FORMAL_DATASET"])
-rows = json.loads(dataset_path.read_text(encoding="utf-8"))
-ids = [str(row["id"]) for row in rows]
-counts = collections.Counter(str(row.get("task")) for row in rows)
-expected = {
-    "EPM": 297,
-    "HLD": 186,
-    "ASI": 148,
-    "STU": 178,
-    "OJR": 184,
-    "ATR": 116,
-    "FPD": 101,
-    "OCR": 149,
-    "SSR": 629,
-    "ACR": 109,
-    "CRR": 240,
-    "REC": 698,
-}
-assert len(rows) == 3035, len(rows)
-assert len(set(ids)) == 3035, len(set(ids))
-assert counts == collections.Counter(expected), counts
-
-model_path = Path(os.environ["MODEL_PATH"])
-assert model_path.is_dir()
-assert (model_path / "config.json").is_file()
-
-# Import exactly what the resumed workers execute.
-sys.path.insert(0, os.environ["CODE_DIR"])
-import ovo_script  # noqa: F401,E402
-import ovo_agent  # noqa: F401,E402
-import ovo_agent_shared  # noqa: F401,E402
-import tools.memory  # noqa: F401,E402
-import tools.memory_graph  # noqa: F401,E402
-import tools.verification  # noqa: F401,E402
-
-assert not hasattr(ovo_agent, "_exact_unable_to_answer_final_for")
-assert not hasattr(ovo_agent, "_apply_exact_unable_default")
-print(
-    "[OK] frozen worker import, 16 NPUs, model, and asi_full 3035 "
-    f"tasks={dict(sorted(counts.items()))}"
-)
-PY
-
-# Existing worker shards are the only authoritative completed-ID source.
-# Reject malformed, duplicate, extra, or schema-drifted rows before launch.
-python3 - \
-    "${RESULT_DIR}" "${RUN_TAG}" "${DATASET}" "${PRE_COVERAGE_JSON}" <<'PY'
-import collections
-import glob
-import json
-import os
-import sys
-from pathlib import Path
-
-result_dir, run_tag, dataset_path, output_path = sys.argv[1:]
-samples = json.load(open(dataset_path, encoding="utf-8"))
-expected = {str(row["id"]): str(row.get("task")) for row in samples}
-records = {}
-duplicates = 0
-malformed = 0
-files = sorted(glob.glob(os.path.join(
-    result_dir, f"ovobench_{run_tag}.worker*.jsonl"
-)))
-for path in files:
-    with open(path, encoding="utf-8", errors="replace") as handle:
-        for line in handle:
-            if not line.strip():
-                continue
-            try:
-                row = json.loads(line)
-                sample_id = str(row["id"])
-            except (json.JSONDecodeError, KeyError, TypeError):
-                malformed += 1
-                continue
-            if sample_id in records:
-                duplicates += 1
-            records[sample_id] = row
-
-expected_ids = set(expected)
-actual_ids = set(records)
-extra = sorted(actual_ids - expected_ids)
-schema_drift = sorted(
-    sample_id
-    for sample_id in expected_ids & actual_ids
-    if str(records[sample_id].get("task")) != expected[sample_id]
-)
-completed_counts = collections.Counter(
-    str(records[sample_id].get("task"))
-    for sample_id in expected_ids & actual_ids
-)
-failures = []
-if malformed:
-    failures.append(f"malformed={malformed}")
-if duplicates:
-    failures.append(f"duplicates={duplicates}")
-if extra:
-    failures.append(f"extra={len(extra)}")
-if schema_drift:
-    failures.append(f"schema_drift={len(schema_drift)}")
-report = {
-    "source_files": files,
-    "expected": len(expected),
-    "completed": len(expected_ids & actual_ids),
-    "remaining": len(expected_ids - actual_ids),
-    "malformed": malformed,
-    "duplicates": duplicates,
-    "extra": extra,
-    "schema_drift": schema_drift,
-    "completed_task_counts": dict(sorted(completed_counts.items())),
-    "first_missing_ids": sorted(expected_ids - actual_ids)[:30],
-    "passed": not failures,
-    "failures": failures,
-}
-Path(output_path).write_text(
-    json.dumps(report, ensure_ascii=False, indent=2) + "\n",
-    encoding="utf-8",
-)
-print(
-    "[resume-asifull] existing coverage: "
-    f"{report['completed']}/{report['expected']}, "
-    f"remaining={report['remaining']}, malformed={malformed}, "
-    f"duplicates={duplicates}, extra={len(extra)}, "
-    f"schema_drift={len(schema_drift)}"
-)
-print(
-    "[resume-asifull] completed tasks: "
-    f"{report['completed_task_counts']}"
-)
-print(
-    "[resume-asifull] first missing IDs: "
-    f"{report['first_missing_ids']}"
-)
-if failures:
-    raise SystemExit("[fatal] existing shards are unsafe: " + ", ".join(failures))
-PY
-
-REMAINING="$(
-    python3 - "${PRE_COVERAGE_JSON}" <<'PY'
-import json
-import sys
-
-print(json.load(open(sys.argv[1], encoding="utf-8"))["remaining"])
-PY
-)"
-
-if [[ "${CHECK_ONLY}" -eq 1 ]]; then
-    echo \
-        "[resume-asifull] check-only passed; " \
-        "remaining=${REMAINING}; workers were not launched."
-    exit 0
-fi
-
-choose_port_base() {
-    local base
-    for base in 12000 21000 13000 22000; do
-        if python3 - "${base}" <<'PY' >/dev/null
-import socket
-import sys
-
-base = int(sys.argv[1])
-for worker in range(8):
-    for port in (base + worker * 1000, base + worker * 1000 + 900):
-        sock = socket.socket()
-        try:
-            sock.bind(("", port))
-        finally:
-            sock.close()
-PY
-        then
-            echo "${base}"
-            return 0
-        fi
-    done
-    return 1
-}
-
-PIDS=()
-WORKERS_ACTIVE=0
-cleanup_workers() {
-    if [[ "${WORKERS_ACTIVE}" -eq 1 ]] && [[ "${#PIDS[@]}" -gt 0 ]]; then
-        echo "[resume-asifull] stopping worker parents: ${PIDS[*]}"
-        kill "${PIDS[@]}" 2>/dev/null || true
-        sleep 3
-        kill -9 "${PIDS[@]}" 2>/dev/null || true
-        wait "${PIDS[@]}" 2>/dev/null || true
-    fi
-}
-trap cleanup_workers EXIT
-trap 'exit 130' INT
-trap 'exit 143' TERM HUP
-
-FAIL=0
-if [[ "${REMAINING}" -gt 0 ]]; then
-    # Use a unique claims directory. Existing claims may represent interrupted
-    # samples and must never suppress them during the resume.
-    mkdir -p "${CLAIMS_DIR}"
-
-    export STREAMO_ENFORCE_EAGER=1
-    export STREAMO_TRACKER_BACKEND=sam2
-    export STREAMO_SAM2_CKPT=/mnt/bn/mm-omni-training-hl/boyuan/model_zoo/sam2.1/sam2.1_hiera_large.pt
-    export STREAMO_SAM2_CONFIG=configs/sam2.1/sam2.1_hiera_l.yaml
-    export STREAMO_ASR_BACKEND=whisper
-    export STREAMO_WHISPER_MODEL="${STREAMO_WHISPER_MODEL:-base}"
-    export STREAMO_WHISPER_DOWNLOAD_ROOT=/mnt/bn/mm-omni-training-hl/boyuan/model_zoo/whisper
-    export STREAMO_WHISPER_DEVICE="${STREAMO_WHISPER_DEVICE:-cpu}"
-    export STREAMO_VIDEO_DIR=/mnt/bn/mm-omni-training-hl/boyuan/stream_data/OVO-Bench/chunked_videos_asi_full
-    export STREAMO_ZOOM_DUP_IOU=0.85
-
-    # Promoted production routes from the frozen run. The exact option-text
-    # default is explicitly absent and unset.
-    export STREAMO_ENABLE_CURRENT_LOCUS_DUAL_VIEW_AUDIT=1
-    export STREAMO_ENABLE_CURRENT_LOCUS_ITER39_PROTECTOR=1
-    export STREAMO_ENABLE_EVENT_PREDICATE_AUDIT=1
-    export STREAMO_ENABLE_CRR_CLUE_AUDIT=1
-    export STREAMO_ENABLE_CRR_TYPED_RELATION_AUDIT=1
-    export STREAMO_CRR_CLUE_AUDIT_FPS=4
-    export STREAMO_CRR_CLUE_AUDIT_WINDOW_SECONDS=47.875
-    unset STREAMO_ENABLE_EXACT_UNABLE_DEFAULT || true
-
-    # Rejected experiments must not leak in from the caller's environment.
-    export STREAMO_ENABLE_LOCUS_V2=0
-    export STREAMO_ENABLE_SSR_LOCAL_AUDIT=0
-    export STREAMO_ENABLE_CRR_TARGET_AUDIT=0
-    export STREAMO_ENABLE_SEGMENTED_COUNT_AUDIT=0
-    export STREAMO_ENABLE_REC_SPORTS_CYCLE_V2=0
-    export STREAMO_ENABLE_REC_SPORTS_CYCLE_V3=0
-    export STREAMO_ENABLE_LISTED_REFUSAL_EVIDENCE_GATE=0
-    export STREAMO_ENABLE_LISTED_REFUSAL_BIDIRECTIONAL_AUDIT=0
-    export STREAMO_ENABLE_LISTED_REFUSAL_VISUAL_AUDIT=0
-    export STREAMO_CLAIM_WAIT_SECONDS="${STREAMO_CLAIM_WAIT_SECONDS:-21600}"
-    export PYTHONPATH="${CODE_DIR}:${REPO}${PYTHONPATH:+:${PYTHONPATH}}"
-
-    PORT_BASE="$(choose_port_base)" || {
-        echo "[fatal] no safe vLLM port range is available" >&2
-        exit 5
-    }
-    echo "[resume-asifull] selected vLLM port base=${PORT_BASE}"
-
-    echo "[resume-asifull] launching ${NUM_WORKERS} workers x TP${TP} ..."
-    : > "${WORKER_PID_FILE}"
-    for ((worker=0; worker<NUM_WORKERS; worker++)); do
-        devices="$(seq -s, $((worker * TP)) $((worker * TP + TP - 1)))"
-        vllm_port=$((PORT_BASE + worker * 1000))
-        dp_port=$((vllm_port + 900))
-        worker_log="${SESSION_DIR}/worker${worker}.log"
-        echo \
-            "[resume-asifull] worker${worker}: NPU=${devices}, " \
-            "VLLM_PORT=${vllm_port}, DP_PORT=${dp_port}"
-        ASCEND_RT_VISIBLE_DEVICES="${devices}" \
-        VLLM_PORT="${vllm_port}" \
-        VLLM_DP_MASTER_PORT="${dp_port}" \
-        python3 "${CODE_DIR}/ovo_agent_shared.py" \
-            --model "${MODEL}" \
-            --dataset "${DATASET}" \
-            --tasks "${TASKS}" \
-            --tp "${TP}" \
-            --worker_id "${worker}" \
-            --num_workers "${NUM_WORKERS}" \
-            --claims_dir "${CLAIMS_DIR}" \
-            --claim_batch_size "${CLAIM_BATCH}" \
-            --run_tag "${RUN_TAG}" \
-            --output_dir "${RESULT_DIR}" \
-            --skip_score \
-            --max_concurrent "${MAX_CONCURRENT}" \
-            --batch_size "${MAX_CONCURRENT}" \
-            --gpu_memory_utilization "${GPU_MEMORY_UTILIZATION}" \
-            --max_tool_calls_per_round 3 \
-            --max_tool_calls_per_sample 0 \
-            --memory_mode brief \
-            --memory_token_budget 1500 \
-            --enable_memory_tools \
-            --enable_track_tools \
-            --enable_audio_tools \
-            --enable_efficiency_tools \
-            --budget_max_tool_calls 24 \
-            --budget_max_frames_seen 0 \
-            --budget_max_tokens 200000 \
-            --trajectory_dir "${TRAJECTORY_DIR}" \
-            --auto_anchor_every 5 \
-            --auto_asr_every 10 \
-            --auto_asr_window 10 \
-            --auto_track_query_every 3 \
-            --memory_render_mode continuous \
-            --memory_head_seconds 0 \
-            --memory_tail_seconds 20 \
-            --memory_recall_topk 8 \
-            --cold_start_rounds 4 \
-            --degrade_threshold 2 \
-            --degrade_events_min 12 \
-            --rolling_window 3 \
-            --no_think \
-            --delta_input_mode 2frame \
-            --enable_verification \
-            > "${worker_log}" 2>&1 &
-        PIDS+=("$!")
-        echo "$!" >> "${WORKER_PID_FILE}"
-        sleep 5
-    done
-    WORKERS_ACTIVE=1
-
-    echo "[resume-asifull] worker PIDs: ${PIDS[*]}"
-    echo "[resume-asifull] waiting for all workers to finish ..."
-    for pid in "${PIDS[@]}"; do
-        if ! wait "${pid}"; then
-            echo "[warn] worker pid=${pid} exited non-zero"
-            FAIL=1
-        fi
-    done
-    WORKERS_ACTIVE=0
-
-    if [[ "${FAIL}" -ne 0 ]]; then
-        echo "[fatal] one or more workers failed; refusing merge/score" >&2
-        exit 6
-    fi
-else
-    echo "[resume-asifull] existing worker shards already cover all 3035 IDs."
-fi
-
-echo "[resume-asifull] atomically rebuilding merged output ..."
-shopt -s nullglob
-SHARDS=("${RESULT_DIR}"/ovobench_"${RUN_TAG}".worker*.jsonl)
-[[ "${#SHARDS[@]}" -gt 0 ]] || {
-    echo "[fatal] no worker result shards found" >&2
-    exit 6
-}
-MERGE_TMP="${MERGED_OUTPUT}.tmp.${STAMP}"
-cat "${SHARDS[@]}" > "${MERGE_TMP}"
-mv "${MERGE_TMP}" "${MERGED_OUTPUT}"
-
-echo "[resume-asifull] strict final coverage audit ..."
-python3 - \
-    "${MERGED_OUTPUT}" "${DATASET}" "${FINAL_AUDIT}" <<'PY'
-import collections
-import json
-import sys
-from pathlib import Path
-
-merged_path, dataset_path, output_path = sys.argv[1:]
-samples = json.load(open(dataset_path, encoding="utf-8"))
-expected = {str(row["id"]): str(row.get("task")) for row in samples}
-records = {}
-malformed = 0
-duplicates = 0
-rows = 0
-with open(merged_path, encoding="utf-8", errors="replace") as handle:
-    for line in handle:
-        if not line.strip():
-            continue
-        rows += 1
-        try:
-            row = json.loads(line)
-            sample_id = str(row["id"])
-        except (json.JSONDecodeError, KeyError, TypeError):
-            malformed += 1
-            continue
-        if sample_id in records:
-            duplicates += 1
-        records[sample_id] = row
-
-expected_ids = set(expected)
-actual_ids = set(records)
-missing = sorted(expected_ids - actual_ids)
-extra = sorted(actual_ids - expected_ids)
-schema_drift = sorted(
-    sample_id
-    for sample_id in expected_ids & actual_ids
-    if str(records[sample_id].get("task")) != expected[sample_id]
-)
-actual_counts = collections.Counter(
-    str(records[sample_id].get("task"))
-    for sample_id in expected_ids & actual_ids
-)
-expected_counts = collections.Counter(expected.values())
-failures = []
-if rows != 3035:
-    failures.append(f"rows={rows}")
-if len(records) != 3035:
-    failures.append(f"unique={len(records)}")
-if malformed:
-    failures.append(f"malformed={malformed}")
-if duplicates:
-    failures.append(f"duplicates={duplicates}")
-if missing:
-    failures.append(f"missing={len(missing)}")
-if extra:
-    failures.append(f"extra={len(extra)}")
-if schema_drift:
-    failures.append(f"schema_drift={len(schema_drift)}")
-if actual_counts != expected_counts:
-    failures.append(
-        f"task_counts={dict(actual_counts)} expected={dict(expected_counts)}"
-    )
-report = {
-    "merged": merged_path,
-    "rows": rows,
-    "unique_ids": len(records),
-    "malformed": malformed,
-    "duplicates": duplicates,
-    "missing": missing,
-    "extra": extra,
-    "schema_drift": schema_drift,
-    "task_counts": dict(sorted(actual_counts.items())),
-    "expected_task_counts": dict(sorted(expected_counts.items())),
-    "passed": not failures,
-    "failures": failures,
-}
-Path(output_path).write_text(
-    json.dumps(report, ensure_ascii=False, indent=2) + "\n",
-    encoding="utf-8",
-)
-print(json.dumps({
-    "rows": rows,
-    "unique_ids": len(records),
-    "malformed": malformed,
-    "duplicates": duplicates,
-    "missing": len(missing),
-    "extra": len(extra),
-    "task_counts": report["task_counts"],
-    "passed": report["passed"],
-}, ensure_ascii=False))
-if failures:
-    raise SystemExit("[fatal] final coverage failed: " + ", ".join(failures))
-PY
-
-echo "[resume-asifull] scoring with frozen ovo_script.py ..."
-PYTHONPATH="${CODE_DIR}:${REPO}" python3 - "${MERGED_OUTPUT}" <<'PY'
-import sys
-import ovo_script
-
-ovo_script.score_results(sys.argv[1])
-PY
-
-echo "[resume-asifull] complete: ${MERGED_OUTPUT}"
-echo "[resume-asifull] strict audit: ${FINAL_AUDIT}"
+version https://git-lfs.github.com/spec/v1
+oid sha256:a7397e3101e8a723e822be3240cf1cda221528c83978daf3c3f67ced455eff61
+size 22846
diff --git a/resume_current_full_eval_after_restart.sh b/resume_current_full_eval_after_restart.sh
index 6a10b76a60f19d9d062a0292b8a90c8d415e2cec..391ca88568c7ab60cac4b3a9c43d1cae4889cb5f 100644
--- a/resume_current_full_eval_after_restart.sh
+++ b/resume_current_full_eval_after_restart.sh
@@ -1,630 +1,3 @@
-#!/bin/bash
-# Configure the Ascend environment and resume the frozen 3035-sample run in
-# its original result directory. This script intentionally runs in the
-# foreground so container platforms do not tear down background workers when
-# the entrypoint exits.
-set -Eeuo pipefail
-
-REPO="/mnt/bn/mm-omni-training-hl/boyuan/StreamDelta/StreamDelta"
-DEFAULT_RESULT_DIR="${REPO}/results/20260729_141339_qwen36_27b_agent_formal_full_after_restart_tp2x8_asifull"
-DATASET="/mnt/bn/mm-omni-training-hl/boyuan/stream_data/OVO-Bench/ovobench_streamo_eval_asi_full.json"
-MODEL="/mnt/bn/mm-omni-training-hl/boyuan/model_zoo/Qwen/Qwen3.6-27B"
-EXPECTED_NPUS=16
-TP=2
-NUM_WORKERS=8
-MAX_CONCURRENT="${MAX_CONCURRENT:-24}"
-CLAIM_BATCH="${CLAIM_BATCH:-24}"
-
-RESULT_DIR="${DEFAULT_RESULT_DIR}"
-RESULT_DIR_SET=0
-SKIP_ENV=0
-CHECK_ONLY=0
-
-usage() {
-    cat <<'EOF'
-Usage:
-  bash resume_current_full_eval_after_restart.sh [RESULT_DIR] [options]
-
-Options:
-  --skip-env    Skip package installation; still source CANN/ATB and preflight.
-  --check-only  Configure and validate everything, but do not launch workers.
-  -h, --help    Show this help.
-
-Default RESULT_DIR:
-  results/20260729_141339_qwen36_27b_agent_formal_full_after_restart_tp2x8_asifull
-
-Important:
-  - Run only after all old workers have stopped and all 16 NPUs are free.
-  - The script uses RESULT_DIR/code_backup, not the mutable working tree.
-  - A fresh claims directory is mandatory; old unfinished claims are ignored.
-  - The script stays in the foreground until resume, merge, and strict audit end.
-
-Optional environment overrides:
-  MAX_CONCURRENT=24
-  CLAIM_BATCH=24
-  STREAMO_WHISPER_MODEL=base
-  STREAMO_CLAIM_WAIT_SECONDS=21600
-  ALLOW_BUSY_NPUS=1
-  ALLOW_SNAPSHOT_MISMATCH=1
-EOF
-}
-
-while [ "$#" -gt 0 ]; do
-    case "$1" in
-        --skip-env)
-            SKIP_ENV=1
-            ;;
-        --check-only)
-            CHECK_ONLY=1
-            ;;
-        -h|--help)
-            usage
-            exit 0
-            ;;
-        -*)
-            echo "[fatal] unknown option: $1" >&2
-            usage >&2
-            exit 2
-            ;;
-        *)
-            if [ "${RESULT_DIR_SET}" -eq 1 ]; then
-                echo "[fatal] multiple RESULT_DIR arguments" >&2
-                exit 2
-            fi
-            RESULT_DIR="$1"
-            RESULT_DIR_SET=1
-            ;;
-    esac
-    shift
-done
-
-cd "${REPO}"
-if [[ "${RESULT_DIR}" != /* ]]; then
-    RESULT_DIR="${REPO}/${RESULT_DIR}"
-fi
-RESULT_DIR="${RESULT_DIR%/}"
-RUN_TAG="$(basename "${RESULT_DIR}")"
-CODE_DIR="${RESULT_DIR}/code_backup"
-TRAJECTORY_DIR="${RESULT_DIR}/trajectories"
-ORIGINAL_CLAIMS_DIR="${RESULT_DIR}/claims"
-
-if [ ! -d "${RESULT_DIR}" ]; then
-    echo "[fatal] result directory is missing: ${RESULT_DIR}" >&2
-    exit 2
-fi
-if [ ! -d "${CODE_DIR}" ]; then
-    echo "[fatal] frozen code snapshot is missing: ${CODE_DIR}" >&2
-    exit 2
-fi
-if [ ! -f "${DATASET}" ]; then
-    echo "[fatal] formal dataset is missing: ${DATASET}" >&2
-    exit 2
-fi
-if [ ! -f "${MODEL}/config.json" ]; then
-    echo "[fatal] model is missing or incomplete: ${MODEL}" >&2
-    exit 2
-fi
-
-STAMP="$(date +%Y%m%d_%H%M%S)"
-SESSION_DIR="${RESULT_DIR}/resume_sessions/${STAMP}"
-CLAIMS_DIR="${RESULT_DIR}/claims_resume_${STAMP}"
-SESSION_LOG="${SESSION_DIR}/resume.log"
-NPU_INFO_LOG="${SESSION_DIR}/npu_info.txt"
-NPU_TOPOLOGY_LOG="${SESSION_DIR}/npu_topology.txt"
-NPU_PREFLIGHT_JSON="${SESSION_DIR}/npu_preflight.json"
-PRE_COVERAGE_JSON="${SESSION_DIR}/pre_resume_coverage.json"
-PID_FILE="${SESSION_DIR}/supervisor.pid"
-WORKER_PID_FILE="${SESSION_DIR}/worker.pids"
-MERGED_OUTPUT="${RESULT_DIR}/ovobench_${RUN_TAG}.jsonl"
-FINAL_AUDIT="${RESULT_DIR}/final_strict_audit.json"
-RESUME_LOCK="${RESULT_DIR}/resume_full_eval.lock"
-
-mkdir -p "${SESSION_DIR}" "${TRAJECTORY_DIR}"
-cp "$0" "${SESSION_DIR}/resume_script.sh"
-exec > >(tee -a "${SESSION_LOG}") 2>&1
-
-ln -sfn "resume_sessions/${STAMP}/resume.log" \
-    "${RESULT_DIR}/latest_resume.log"
-ln -sfn "resume_sessions/${STAMP}/supervisor.pid" \
-    "${RESULT_DIR}/latest_resume.pid"
-ln -sfn "resume_sessions/${STAMP}/npu_preflight.json" \
-    "${RESULT_DIR}/latest_resume_npu_preflight.json"
-
-echo "$$" > "${PID_FILE}"
-
-# Hold a per-result lock for the complete preflight and resume lifecycle.
-if command -v flock >/dev/null 2>&1; then
-    exec 9>"${RESUME_LOCK}"
-    if ! flock -n 9; then
-        echo "[fatal] another resume process holds ${RESUME_LOCK}" >&2
-        exit 3
-    fi
-fi
-
-echo "[resume] repo=${REPO}"
-echo "[resume] result_dir=${RESULT_DIR}"
-echo "[resume] run_tag=${RUN_TAG}"
-echo "[resume] session_dir=${SESSION_DIR}"
-echo "[resume] frozen_code=${CODE_DIR}"
-
-# Do not alter packages or create new claims while any inference process is
-# active. The resume requires all 16 NPUs and must never overlap the old run.
-ACTIVE_INFERENCE="$(
-    ps -eo pid=,comm=,args= \
-        | awk '
-            ($2 ~ /^python/ &&
-             $0 ~ /scripts\/benchmark\/ovo_agent_shared[.]py/) ||
-            ($2 ~ /^VLLM/ &&
-             ($0 ~ /EngineCore/ || $0 ~ /Worker_TP/)) {
-                print
-            }
-        '
-)"
-if [ -n "${ACTIVE_INFERENCE}" ]; then
-    echo "[fatal] inference processes are still running; resume is unsafe:" >&2
-    printf '%s\n' "${ACTIVE_INFERENCE}" >&2
-    exit 5
-fi
-
-verify_sha256() {
-    local path="$1"
-    local expected="$2"
-    local actual
-    if [ ! -f "${path}" ]; then
-        echo "[fatal] frozen snapshot file missing: ${path}" >&2
-        return 1
-    fi
-    actual="$(sha256sum "${path}" | awk '{print $1}')"
-    if [ "${actual}" != "${expected}" ]; then
-        if [ "${ALLOW_SNAPSHOT_MISMATCH:-0}" = "1" ]; then
-            echo "[warn] snapshot mismatch allowed: ${path}"
-            echo "       expected=${expected}"
-            echo "       actual=${actual}"
-            return 0
-        fi
-        echo "[fatal] frozen snapshot hash mismatch: ${path}" >&2
-        echo "        expected=${expected}" >&2
-        echo "        actual=${actual}" >&2
-        return 1
-    fi
-    echo "[OK] snapshot $(basename "${path}") ${actual}"
-}
-
-# These hashes identify the 2026-07-28 22:30 best production-candidate
-# snapshot used by the original 20260729_141339 run.
-verify_sha256 \
-    "${CODE_DIR}/ovo_agent.py" \
-    "6115a59c3d8b4b5bc8c01d1cf377e51cbb574218ff4ee71e4d6e8226372fc4d2"
-verify_sha256 \
-    "${CODE_DIR}/ovo_agent_shared.py" \
-    "5490e01c1efd98be33905a9f013742847135ab3c1d12ec5ae5161d0fc96a4ead"
-verify_sha256 \
-    "${CODE_DIR}/ovo_script.py" \
-    "2db31f6e59cde9e303f312417a359f2050a11531d1e419f0f347a5c09d5ff4fe"
-verify_sha256 \
-    "${CODE_DIR}/run_script.sh" \
-    "81c7b6893623aaba857247fe1f332b68365c02ad9eb38fd5572158efcfdd83ce"
-verify_sha256 \
-    "${CODE_DIR}/tools/event_predicate.py" \
-    "224a7cb4cedfc7afed16e3207b780eb237b798b968fa69d710a31147a5a149cc"
-verify_sha256 \
-    "${CODE_DIR}/tools/crr_typed_relation.py" \
-    "c29bf9310c1beffbc67ca7f5cbc3896e3b86b11eab52feb75b33c48b33009274"
-
-if [ "${SKIP_ENV}" -eq 0 ]; then
-    echo "[resume] configuring Ascend/Python environment with set_env.sh ..."
-    bash "${REPO}/set_env.sh"
-    # set_env.sh may skip the broad project requirements when its core import
-    # probe passes. The frozen production runner still imports these directly.
-    RUNTIME_DEPS_MISSING="$(
-        python3 - <<'PY'
-import importlib.util
-
-required = ("modelscope", "json_repair")
-print("1" if any(importlib.util.find_spec(name) is None for name in required) else "0")
-PY
-    )"
-    if [ "${RUNTIME_DEPS_MISSING}" = "1" ]; then
-        echo "[resume] installing frozen-runner runtime dependencies ..."
-        python3 -m pip install "modelscope==1.38.1" json-repair
-    else
-        echo "[resume] frozen-runner runtime dependencies already available"
-    fi
-else
-    echo "[resume] --skip-env: package installation skipped"
-fi
-
-# set_env.sh runs in a child shell. Source the runtimes again for this shell
-# and all workers launched below.
-set +u
-if [ -f /usr/local/Ascend/ascend-toolkit/set_env.sh ]; then
-    # shellcheck disable=SC1091
-    source /usr/local/Ascend/ascend-toolkit/set_env.sh
-fi
-ATB_ENV=""
-for candidate in \
-    /usr/local/Ascend/nnal/nnal/atb/set_env.sh \
-    /usr/local/Ascend/nnal/atb/set_env.sh; do
-    if [ -f "${candidate}" ]; then
-        ATB_ENV="${candidate}"
-        # shellcheck disable=SC1090
-        source "${candidate}"
-        break
-    fi
-done
-set -u
-export TORCH_TRANSFER_TO_NPU=1
-
-if [ -z "${ATB_ENV}" ]; then
-    echo "[fatal] ATB runtime is missing after environment setup" >&2
-    exit 4
-fi
-
-echo "[resume] capturing NPU diagnostics ..."
-npu-smi info > "${NPU_INFO_LOG}"
-npu-smi info -l > "${NPU_TOPOLOGY_LOG}"
-NPU_PREFLIGHT_ARGS=(
-    --info-file "${NPU_INFO_LOG}"
-    --topology-file "${NPU_TOPOLOGY_LOG}"
-    --expected-npus "${EXPECTED_NPUS}"
-    --busy-threshold-mib 4096
-    --output-json "${NPU_PREFLIGHT_JSON}"
-)
-if [ "${ALLOW_BUSY_NPUS:-0}" = "1" ]; then
-    NPU_PREFLIGHT_ARGS+=(--allow-busy)
-fi
-python3 scripts/ovobench/check_ascend_npu_preflight.py \
-    "${NPU_PREFLIGHT_ARGS[@]}"
-
-echo "[resume] running strict Python/data/frozen-runner preflight ..."
-FORMAL_DATASET="${DATASET}" MODEL="${MODEL}" CODE_DIR="${CODE_DIR}" \
-python3 - <<'PY'
-import collections
-import importlib.metadata
-import json
-import os
-import sys
-from pathlib import Path
-
-import torch
-import torch_npu
-import transformers
-import vllm
-import vllm_ascend  # noqa: F401
-import torch_npu.op_plugin.atb._atb_ops  # noqa: F401
-from vllm import ModelRegistry
-from vllm.platforms import current_platform
-
-assert torch.__version__.startswith("2.10.0"), torch.__version__
-assert torch_npu.__version__.startswith("2.10.0"), torch_npu.__version__
-assert torch.npu.is_available(), "torch.npu is unavailable"
-assert torch.npu.device_count() == 16, torch.npu.device_count()
-assert vllm.__version__.startswith("0.22.1"), vllm.__version__
-assert importlib.metadata.version("vllm-ascend").startswith("0.22.1")
-assert transformers.__version__ == "5.5.4", transformers.__version__
-assert type(current_platform).__name__ == "NPUPlatform"
-assert "Qwen3_5ForConditionalGeneration" in set(
-    ModelRegistry.get_supported_archs()
-)
-
-dataset_path = Path(os.environ["FORMAL_DATASET"])
-model_path = Path(os.environ["MODEL"])
-rows = json.loads(dataset_path.read_text(encoding="utf-8"))
-ids = [str(row["id"]) for row in rows]
-tasks = collections.Counter(row.get("task") for row in rows)
-expected_tasks = {
-    "EPM", "HLD", "ASI", "STU", "OJR", "ATR",
-    "FPD", "OCR", "SSR", "ACR", "CRR", "REC",
-}
-assert len(rows) == 3035, len(rows)
-assert len(set(ids)) == 3035, len(set(ids))
-assert set(tasks) == expected_tasks, tasks
-assert model_path.is_dir()
-assert (model_path / "config.json").is_file()
-
-# Import the exact frozen production entrypoint and its real dependencies.
-code_dir = os.environ["CODE_DIR"]
-sys.path.insert(0, code_dir)
-import ovo_script  # noqa: F401,E402
-import ovo_agent  # noqa: F401,E402
-import ovo_agent_shared  # noqa: F401,E402
-import tools.event_predicate  # noqa: F401,E402
-import tools.crr_typed_relation  # noqa: F401,E402
-
-print(
-    "[OK] strict preflight: "
-    f"NPU=16, platform=NPUPlatform, rows={len(rows)}, "
-    f"unique={len(set(ids))}, tasks={dict(sorted(tasks.items()))}"
-)
-PY
-
-# Snapshot completed IDs and quantify old unfinished claims. Old claims are
-# diagnostic only; the resume uses a new claims directory.
-python3 - \
-    "${RESULT_DIR}" "${RUN_TAG}" "${DATASET}" \
-    "${ORIGINAL_CLAIMS_DIR}" "${PRE_COVERAGE_JSON}" <<'PY'
-import glob
-import json
-import os
-import sys
-from pathlib import Path
-
-result_dir, run_tag, dataset_path, old_claims_dir, output_path = sys.argv[1:]
-expected = {
-    str(sample["id"])
-    for sample in json.load(open(dataset_path, encoding="utf-8"))
-}
-completed = set()
-malformed = 0
-duplicates = 0
-for path in glob.glob(
-    os.path.join(result_dir, f"ovobench_{run_tag}.worker*.jsonl")
-):
-    with open(path, encoding="utf-8", errors="replace") as handle:
-        for line in handle:
-            if not line.strip():
-                continue
-            try:
-                sample_id = str(json.loads(line)["id"])
-            except (json.JSONDecodeError, KeyError, TypeError):
-                malformed += 1
-                continue
-            if sample_id in completed:
-                duplicates += 1
-            completed.add(sample_id)
-
-old_claims = {
-    os.path.basename(path)[:-6]
-    for path in glob.glob(os.path.join(old_claims_dir, "*.claim"))
-}
-report = {
-    "expected": len(expected),
-    "completed": len(expected & completed),
-    "missing": len(expected - completed),
-    "extra": len(completed - expected),
-    "malformed": malformed,
-    "duplicate_ids": duplicates,
-    "old_claims": len(old_claims),
-    "old_unfinished_claims": len((old_claims - completed) & expected),
-    "first_missing_ids": sorted(expected - completed)[:20],
-}
-Path(output_path).write_text(
-    json.dumps(report, ensure_ascii=False, indent=2),
-    encoding="utf-8",
-)
-print(
-    "[resume] coverage before launch: "
-    f"completed={report['completed']}/{report['expected']}, "
-    f"missing={report['missing']}, malformed={malformed}, "
-    f"duplicates={duplicates}"
-)
-print(
-    "[resume] old claims ignored: "
-    f"total={report['old_claims']}, "
-    f"unfinished={report['old_unfinished_claims']}"
-)
-print(f"[resume] first missing IDs: {report['first_missing_ids']}")
-PY
-
-if [ "${CHECK_ONLY}" -eq 1 ]; then
-    echo "[resume] check-only passed; no workers launched."
-    exit 0
-fi
-
-# Create claims only when workers will actually start. A unique directory is
-# what makes old claimed-but-unfinished IDs eligible for reprocessing.
-mkdir -p "${CLAIMS_DIR}"
-
-# Production environment from the frozen original launcher.
-export STREAMO_ENFORCE_EAGER=1
-export STREAMO_TRACKER_BACKEND=sam2
-export STREAMO_SAM2_CKPT=/mnt/bn/mm-omni-training-hl/boyuan/model_zoo/sam2.1/sam2.1_hiera_large.pt
-export STREAMO_SAM2_CONFIG=configs/sam2.1/sam2.1_hiera_l.yaml
-export STREAMO_ASR_BACKEND=whisper
-export STREAMO_WHISPER_MODEL="${STREAMO_WHISPER_MODEL:-base}"
-export STREAMO_VIDEO_DIR=/mnt/bn/mm-omni-training-hl/boyuan/stream_data/OVO-Bench/chunked_videos_asi_full
-export STREAMO_ZOOM_DUP_IOU=0.85
-
-export STREAMO_ENABLE_CURRENT_LOCUS_DUAL_VIEW_AUDIT=1
-export STREAMO_ENABLE_CURRENT_LOCUS_ITER39_PROTECTOR=1
-export STREAMO_ENABLE_EVENT_PREDICATE_AUDIT=1
-export STREAMO_ENABLE_CRR_CLUE_AUDIT=1
-export STREAMO_ENABLE_CRR_TYPED_RELATION_AUDIT=1
-export STREAMO_CRR_CLUE_AUDIT_FPS=4
-export STREAMO_CRR_CLUE_AUDIT_WINDOW_SECONDS=47.875
-
-# Explicitly disable rejected experiments so inherited shell variables cannot
-# silently change the resumed run.
-export STREAMO_ENABLE_LOCUS_V2=0
-export STREAMO_ENABLE_SSR_LOCAL_AUDIT=0
-export STREAMO_ENABLE_CRR_TARGET_AUDIT=0
-export STREAMO_ENABLE_SEGMENTED_COUNT_AUDIT=0
-export STREAMO_ENABLE_REC_SPORTS_CYCLE_V2=0
-export STREAMO_ENABLE_REC_SPORTS_CYCLE_V3=0
-export STREAMO_ENABLE_LISTED_REFUSAL_EVIDENCE_GATE=0
-export STREAMO_ENABLE_LISTED_REFUSAL_BIDIRECTIONAL_AUDIT=0
-export STREAMO_ENABLE_LISTED_REFUSAL_VISUAL_AUDIT=0
-
-export STREAMO_CLAIM_WAIT_SECONDS="${STREAMO_CLAIM_WAIT_SECONDS:-21600}"
-export PYTHONPATH="${CODE_DIR}:${REPO}${PYTHONPATH:+:${PYTHONPATH}}"
-
-PIDS=()
-WORKERS_ACTIVE=0
-
-cleanup_workers() {
-    if [ "${WORKERS_ACTIVE}" -ne 1 ]; then
-        return
-    fi
-    echo "[resume] stopping worker parents: ${PIDS[*]:-none}"
-    if [ "${#PIDS[@]}" -gt 0 ]; then
-        kill "${PIDS[@]}" 2>/dev/null || true
-        sleep 5
-        kill -9 "${PIDS[@]}" 2>/dev/null || true
-        wait "${PIDS[@]}" 2>/dev/null || true
-    fi
-    WORKERS_ACTIVE=0
-}
-trap cleanup_workers EXIT
-trap 'exit 130' INT
-trap 'exit 143' TERM HUP
-
-echo "[resume] launching ${NUM_WORKERS} workers x TP${TP} in foreground ..."
-for ((worker = 0; worker < NUM_WORKERS; worker++)); do
-    first_device=$((worker * TP))
-    last_device=$((worker * TP + TP - 1))
-    devices="$(seq -s, "${first_device}" "${last_device}")"
-    worker_log="${SESSION_DIR}/worker${worker}.log"
-
-    echo "[resume] worker${worker} -> NPU ${devices}"
-    ASCEND_RT_VISIBLE_DEVICES="${devices}" \
-    python3 "${CODE_DIR}/ovo_agent_shared.py" \
-        --model "${MODEL}" \
-        --dataset "${DATASET}" \
-        --tasks EPM,HLD,ASI,STU,OJR,ATR,FPD,OCR,SSR,ACR,CRR,REC \
-        --tp "${TP}" \
-        --worker_id "${worker}" \
-        --num_workers "${NUM_WORKERS}" \
-        --claims_dir "${CLAIMS_DIR}" \
-        --claim_batch_size "${CLAIM_BATCH}" \
-        --run_tag "${RUN_TAG}" \
-        --output_dir "${RESULT_DIR}" \
-        --skip_score \
-        --max_concurrent "${MAX_CONCURRENT}" \
-        --batch_size "${MAX_CONCURRENT}" \
-        --gpu_memory_utilization 0.90 \
-        --max_tool_calls_per_round 3 \
-        --max_tool_calls_per_sample 0 \
-        --memory_mode brief \
-        --memory_token_budget 1500 \
-        --enable_memory_tools \
-        --enable_track_tools \
-        --enable_audio_tools \
-        --enable_efficiency_tools \
-        --budget_max_tool_calls 24 \
-        --budget_max_frames_seen 0 \
-        --budget_max_tokens 200000 \
-        --trajectory_dir "${TRAJECTORY_DIR}" \
-        --auto_anchor_every 5 \
-        --auto_asr_every 10 \
-        --auto_asr_window 10 \
-        --auto_track_query_every 3 \
-        --memory_render_mode continuous \
-        --memory_head_seconds 0 \
-        --memory_tail_seconds 20 \
-        --memory_recall_topk 8 \
-        --cold_start_rounds 4 \
-        --degrade_threshold 2 \
-        --degrade_events_min 12 \
-        --rolling_window 3 \
-        --no_think \
-        --delta_input_mode 2frame \
-        --enable_verification \
-        > "${worker_log}" 2>&1 &
-    worker_pid=$!
-    PIDS+=("${worker_pid}")
-    echo "${worker_pid}" >> "${WORKER_PID_FILE}"
-    sleep 5
-done
-WORKERS_ACTIVE=1
-
-echo "[resume] worker PIDs: ${PIDS[*]}"
-echo "[resume] worker logs: ${SESSION_DIR}/worker*.log"
-echo "[resume] waiting for all workers to finish ..."
-
-FAIL=0
-for pid in "${PIDS[@]}"; do
-    if ! wait "${pid}"; then
-        echo "[warn] worker PID=${pid} exited non-zero"
-        FAIL=1
-    fi
-done
-WORKERS_ACTIVE=0
-
-echo "[resume] merging all worker shards ..."
-shopt -s nullglob
-WORKER_OUTPUTS=(
-    "${RESULT_DIR}"/ovobench_"${RUN_TAG}".worker*.jsonl
-)
-if [ "${#WORKER_OUTPUTS[@]}" -eq 0 ]; then
-    echo "[fatal] no worker JSONL files found after resume" >&2
-    exit 6
-fi
-MERGE_TMP="${MERGED_OUTPUT}.tmp.${STAMP}"
-cat "${WORKER_OUTPUTS[@]}" > "${MERGE_TMP}"
-mv "${MERGE_TMP}" "${MERGED_OUTPUT}"
-echo "[resume] merged lines=$(wc -l < "${MERGED_OUTPUT}")"
-
-echo "[resume] running compatibility scorer ..."
-set +e
-PYTHONPATH="${CODE_DIR}:${REPO}" python3 - "${MERGED_OUTPUT}" <<'PY'
-import sys
-import ovo_script
-
-ovo_script.score_results(sys.argv[1])
-PY
-SCORE_RC=$?
-set -e
-if [ "${SCORE_RC}" -ne 0 ]; then
-    echo "[warn] compatibility scorer failed rc=${SCORE_RC}"
-    FAIL=1
-fi
-
-echo "[resume] running strict 3035 coverage/micro audit ..."
-set +e
-python3 scripts/ovobench/audit_run.py \
-    "${RESULT_DIR}" \
-    --dataset "${DATASET}" \
-    --require-complete \
-    --json-out "${FINAL_AUDIT}"
-AUDIT_RC=$?
-set -e
-if [ "${AUDIT_RC}" -ne 0 ]; then
-    echo "[warn] strict audit reports incomplete or invalid output rc=${AUDIT_RC}"
-    FAIL=1
-fi
-
-# audit_run --require-complete checks missing IDs. Add hard checks for
-# malformed lines, duplicate IDs, and extra IDs as well.
-if [ -f "${FINAL_AUDIT}" ]; then
-    set +e
-    python3 - "${FINAL_AUDIT}" <<'PY'
-import json
-import sys
-
-report = json.load(open(sys.argv[1], encoding="utf-8"))["candidate"]
-source = report["source"]
-coverage = report["coverage"]
-failures = []
-if source.get("malformed_lines"):
-    failures.append(f"malformed={source['malformed_lines']}")
-if source.get("duplicate_ids_last_wins"):
-    failures.append(f"duplicates={source['duplicate_ids_last_wins']}")
-if coverage.get("missing"):
-    failures.append(f"missing={len(coverage['missing'])}")
-if coverage.get("extra"):
-    failures.append(f"extra={len(coverage['extra'])}")
-if report["micro"]["total"] != 3035:
-    failures.append(f"micro_total={report['micro']['total']}")
-if failures:
-    print("[strict-final] FAILED: " + ", ".join(failures))
-    raise SystemExit(1)
-print(
-    "[strict-final] PASSED: "
-    f"{report['micro']['correct']}/{report['micro']['total']}="
-    f"{report['micro']['accuracy']:.2f}%"
-)
-PY
-    STRICT_RC=$?
-    set -e
-    if [ "${STRICT_RC}" -ne 0 ]; then
-        FAIL=1
-    fi
-fi
-
-if [ "${FAIL}" -ne 0 ]; then
-    echo "[resume] finished with failures; inspect ${SESSION_LOG}" >&2
-    exit "${FAIL}"
-fi
-
-echo "[resume] complete: ${MERGED_OUTPUT}"
-echo "[resume] strict audit: ${FINAL_AUDIT}"
+version https://git-lfs.github.com/spec/v1
+oid sha256:784745113b9ef119ec925b252a85fc3e9640dbd9c8f3d746d205debcada9c151
+size 20499
diff --git a/resume_iter89_forward_workerpool.sh b/resume_iter89_forward_workerpool.sh
index 1ffdda713e13a1928b6f988ff3c8975d50723774..253f31547844e233faae97414acba4c5be41bb3e 100644
--- a/resume_iter89_forward_workerpool.sh
+++ b/resume_iter89_forward_workerpool.sh
@@ -1,422 +1,3 @@
-#!/usr/bin/env bash
-# Resume the frozen Iter89 Forward worker-pool run in its original directory.
-echo "[disabled] Iter89 Forward run was stopped by user; resuming it is prohibited." >&2
-exit 2
-
-set -Eeuo pipefail
-
-REPO=/mnt/bn/mm-omni-training-hl/boyuan/StreamDelta/StreamDelta
-MODEL=/mnt/bn/mm-omni-training-hl/boyuan/model_zoo/Qwen/Qwen3.6-27B
-BASELINE="${REPO}/results/20260712_152611_qwen36_27b_agent_full_continuous_nothink_shared_autocount"
-DEFAULT_RESULT_DIR="${REPO}/results/20260731_134127_qwen36_27b_agent_iter89_forward_production_workerpool196_tp2x8_ports12k"
-NUM_WORKERS=8
-TP=2
-MAX_CONCURRENT=24
-CLAIM_BATCH=196
-
-RESULT_DIR="${1:-${DEFAULT_RESULT_DIR}}"
-CHECK_ONLY=0
-if [[ "${2:-}" == "--check-only" ]] || [[ "${1:-}" == "--check-only" ]]; then
-    CHECK_ONLY=1
-    [[ "${1:-}" == "--check-only" ]] && RESULT_DIR="${DEFAULT_RESULT_DIR}"
-fi
-RESULT_DIR="${RESULT_DIR%/}"
-[[ "${RESULT_DIR}" == /* ]] || RESULT_DIR="${REPO}/${RESULT_DIR}"
-RUN_TAG="$(basename "${RESULT_DIR}")"
-CODE_DIR="${RESULT_DIR}/code_backup"
-INPUT_DIR="${RESULT_DIR}/run_inputs"
-SOURCE_DATASET="${INPUT_DIR}/forward1567.json"
-SOURCE_MANIFEST="${INPUT_DIR}/forward1567.manifest.json"
-AUDITOR="${INPUT_DIR}/audit_iter89_forward_candidate.py"
-AUDIT_LIB="${INPUT_DIR}/audit_run.py"
-TRAJECTORY_DIR="${RESULT_DIR}/trajectories"
-STAMP="$(date +%Y%m%d_%H%M%S)"
-SESSION_DIR="${RESULT_DIR}/resume_sessions/${STAMP}"
-CLAIMS_DIR="${RESULT_DIR}/claims_resume_${STAMP}"
-REMAINING_DATASET="${SESSION_DIR}/remaining.json"
-REMAINING_MANIFEST="${SESSION_DIR}/remaining.manifest.json"
-WORKER_PID_FILE="${SESSION_DIR}/worker.pids"
-LOG="${SESSION_DIR}/resume.log"
-LOCK="${RESULT_DIR}/resume_iter89.lock"
-MERGED="${RESULT_DIR}/ovobench_${RUN_TAG}.jsonl"
-AUDIT_JSON="${RESULT_DIR}/iter89_forward_vs_0712.json"
-AUDIT_MD="${RESULT_DIR}/iter89_forward_vs_0712.md"
-
-cd "${REPO}"
-for path in \
-    "${RESULT_DIR}" "${CODE_DIR}/ovo_agent_shared.py" \
-    "${CODE_DIR}/ovo_agent.py" "${CODE_DIR}/ovo_script.py" \
-    "${SOURCE_DATASET}" "${SOURCE_MANIFEST}" "${AUDITOR}" "${AUDIT_LIB}" \
-    "${MODEL}/config.json"; do
-    [[ -e "${path}" ]] || {
-        echo "[fatal] missing frozen resume input: ${path}" >&2
-        exit 2
-    }
-done
-
-mkdir -p "${SESSION_DIR}" "${TRAJECTORY_DIR}"
-cp "$0" "${SESSION_DIR}/resume_script.sh"
-exec > >(tee -a "${LOG}") 2>&1
-
-if command -v flock >/dev/null 2>&1; then
-    exec 9>"${LOCK}"
-    flock -n 9 || {
-        echo "[fatal] another Iter89 resume holds ${LOCK}" >&2
-        exit 3
-    }
-fi
-
-ACTIVE="$(
-    ps -eo pid=,comm=,args= | awk '
-        ($2 ~ /^python/ &&
-         $0 ~ /scripts\/benchmark\/ovo_agent_shared[.]py/) ||
-        ($2 ~ /^python/ &&
-         $0 ~ /code_backup\/ovo_agent_shared[.]py/) ||
-        ($2 ~ /^VLLM/ &&
-         ($0 ~ /EngineCore/ || $0 ~ /Worker_TP/)) { print }
-    '
-)"
-if [[ -n "${ACTIVE}" ]]; then
-    echo "[fatal] inference is still active; resume must not overlap:" >&2
-    printf '%s\n' "${ACTIVE}" >&2
-    exit 5
-fi
-
-set +u
-[[ -f /usr/local/Ascend/ascend-toolkit/set_env.sh ]] &&
-    source /usr/local/Ascend/ascend-toolkit/set_env.sh
-for atb in \
-    /usr/local/Ascend/nnal/nnal/atb/set_env.sh \
-    /usr/local/Ascend/nnal/atb/set_env.sh; do
-    if [[ -f "${atb}" ]]; then
-        source "${atb}"
-        break
-    fi
-done
-set -u
-export TORCH_TRANSFER_TO_NPU=1
-
-python3 - <<'PY'
-import importlib.metadata as metadata
-import torch
-import torch_npu
-import vllm
-import vllm_ascend  # noqa: F401
-from vllm.platforms import current_platform
-
-assert torch.npu.is_available()
-assert torch.npu.device_count() == 16
-assert torch_npu.__version__.startswith("2.10.0")
-assert vllm.__version__.startswith("0.22.1")
-assert metadata.version("vllm-ascend").startswith("0.22.1")
-assert metadata.version("modelscope") == "1.38.1"
-assert metadata.version("json-repair") == "0.61.7"
-assert type(current_platform).__name__ == "NPUPlatform"
-print("[OK] Python/NPU dependency preflight")
-PY
-
-if npu-smi info | grep -qE '[|][[:space:]]+[0-9]+[[:space:]]+0[[:space:]]+[|][[:space:]]+[0-9]+[[:space:]]+[|][[:space:]]+(python|VLLM)'; then
-    echo "[fatal] one or more NPUs still have inference processes" >&2
-    exit 5
-fi
-
-# Freeze the expected code and queue identity. These values belong to the
-# successful 20260731_134127 launch, not the mutable worktree.
-python3 - \
-    "${CODE_DIR}" "${SOURCE_DATASET}" "${SOURCE_MANIFEST}" \
-    "${AUDITOR}" "${AUDIT_LIB}" <<'PY'
-import hashlib
-import json
-import sys
-from pathlib import Path
-
-code, dataset, manifest, auditor, audit_lib = map(Path, sys.argv[1:])
-expected = {
-    code / "ovo_agent.py":
-        "af08124d2643bb731ca521bc573afb3c7aac99a3d9958ef867f5762b5fc4bd95",
-    code / "ovo_agent_shared.py":
-        "5490e01c1efd98be33905a9f013742847135ab3c1d12ec5ae5161d0fc96a4ead",
-    code / "ovo_script.py":
-        "2db31f6e59cde9e303f312417a359f2050a11531d1e419f0f347a5c09d5ff4fe",
-    code / "tools" / "event_predicate.py":
-        "224a7cb4cedfc7afed16e3207b780eb237b798b968fa69d710a31147a5a149cc",
-    code / "tools" / "crr_typed_relation.py":
-        "c29bf9310c1beffbc67ca7f5cbc3896e3b86b11eab52feb75b33c48b33009274",
-    dataset:
-        "81beb621c583afb76ac37fab29c0ed86e942fb0d49f76f58d25f31ed3bbe6ae6",
-    manifest:
-        "97bca72d95334e35d0b1d18daeb89450d90238b4b67adc44b1f5e0178c07fe96",
-    auditor:
-        "b0f6740d829c3cc22e8ddcb4476516568b7ff44f4e395ef326834e103c1658d4",
-    audit_lib:
-        "64e8b5ab54046f335a7b0c21781f329b5ba31713ae0636cd6426442c3af8b6a1",
-}
-for path, wanted in expected.items():
-    actual = hashlib.sha256(path.read_bytes()).hexdigest()
-    if actual != wanted:
-        raise SystemExit(
-            f"[fatal] frozen artifact mismatch: {path} "
-            f"expected={wanted} actual={actual}"
-        )
-print("[OK] frozen code and queue hashes")
-
-rows = json.loads(dataset.read_text(encoding="utf-8"))
-assert len(rows) == 1567
-assert len({str(row["id"]) for row in rows}) == 1567
-PY
-
-# Remove completed IDs, then rebuild eight score-blind LPT worker pools.
-python3 - \
-    "${RESULT_DIR}" "${RUN_TAG}" "${SOURCE_DATASET}" \
-    "${REMAINING_DATASET}" "${REMAINING_MANIFEST}" <<'PY'
-import glob
-import hashlib
-import json
-import os
-import sys
-from pathlib import Path
-
-result_dir, run_tag, source_path, output_path, manifest_path = sys.argv[1:]
-source = json.load(open(source_path, encoding="utf-8"))
-expected = {str(row["id"]) for row in source}
-completed = set()
-malformed = 0
-duplicates = 0
-for path in glob.glob(
-    os.path.join(result_dir, f"ovobench_{run_tag}.worker*.jsonl")
-):
-    for line in open(path, encoding="utf-8", errors="replace"):
-        if not line.strip():
-            continue
-        try:
-            sample_id = str(json.loads(line)["id"])
-        except (json.JSONDecodeError, KeyError):
-            malformed += 1
-            continue
-        if sample_id in completed:
-            duplicates += 1
-        completed.add(sample_id)
-if malformed or duplicates or not completed <= expected:
-    raise SystemExit(
-        f"[fatal] existing output is not clean: malformed={malformed}, "
-        f"duplicates={duplicates}, extra={len(completed - expected)}"
-    )
-remaining = [row for row in source if str(row["id"]) not in completed]
-
-def q(row):
-    for key in ("ask_time", "query_time", "step_start_time"):
-        value = row.get(key)
-        if isinstance(value, (int, float)):
-            return max(0, int(value))
-    return 0
-
-workers = 8
-base, extra = divmod(len(remaining), workers)
-capacities = [base + int(index < extra) for index in range(workers)]
-pools = [[] for _ in range(workers)]
-loads = [0] * workers
-for row in sorted(
-    remaining, key=lambda item: (-q(item), str(item["id"]))
-):
-    choices = [
-        index for index in range(workers)
-        if len(pools[index]) < capacities[index]
-    ]
-    index = min(
-        choices, key=lambda item: (loads[item], len(pools[item]), item)
-    )
-    pools[index].append(row)
-    loads[index] += q(row)
-for pool in pools:
-    pool.sort(key=lambda item: (-q(item), str(item["id"])))
-output = [row for pool in pools for row in pool]
-Path(output_path).write_text(
-    json.dumps(output, ensure_ascii=False, indent=2) + "\n",
-    encoding="utf-8",
-)
-Path(manifest_path).write_text(
-    json.dumps({
-        "completed": len(completed),
-        "remaining": len(remaining),
-        "capacities": capacities,
-        "query_time_loads": loads,
-        "completed_ids_sha256": hashlib.sha256(
-            "\n".join(sorted(completed)).encode()
-        ).hexdigest(),
-        "remaining_ids": [str(row["id"]) for row in output],
-    }, ensure_ascii=False, indent=2) + "\n",
-    encoding="utf-8",
-)
-print(
-    f"[resume] completed={len(completed)} remaining={len(remaining)} "
-    f"capacities={capacities} loads={loads}"
-)
-PY
-
-REMAINING="$(python3 -c 'import json,sys; print(len(json.load(open(sys.argv[1]))))' "${REMAINING_DATASET}")"
-if [[ "${CHECK_ONLY}" -eq 1 ]]; then
-    echo "[resume] check-only passed; remaining=${REMAINING}"
-    exit 0
-fi
-
-if [[ "${REMAINING}" -eq 0 ]]; then
-    echo "[resume] no samples remain; proceeding directly to final audit"
-else
-    mkdir -p "${CLAIMS_DIR}"
-fi
-
-export STREAMO_ENFORCE_EAGER=1
-export STREAMO_TRACKER_BACKEND=sam2
-export STREAMO_SAM2_CKPT=/mnt/bn/mm-omni-training-hl/boyuan/model_zoo/sam2.1/sam2.1_hiera_large.pt
-export STREAMO_SAM2_CONFIG=configs/sam2.1/sam2.1_hiera_l.yaml
-export STREAMO_ASR_BACKEND=whisper
-export STREAMO_WHISPER_MODEL="${STREAMO_WHISPER_MODEL:-base}"
-export STREAMO_WHISPER_DOWNLOAD_ROOT=/mnt/bn/mm-omni-training-hl/boyuan/model_zoo/whisper
-export STREAMO_WHISPER_DEVICE="${STREAMO_WHISPER_DEVICE:-cpu}"
-export STREAMO_VIDEO_DIR=/mnt/bn/mm-omni-training-hl/boyuan/stream_data/OVO-Bench/chunked_videos_asi_full
-export STREAMO_ZOOM_DUP_IOU=0.85
-export STREAMO_ENABLE_CURRENT_LOCUS_DUAL_VIEW_AUDIT=1
-export STREAMO_ENABLE_CURRENT_LOCUS_ITER39_PROTECTOR=1
-export STREAMO_ENABLE_EVENT_PREDICATE_AUDIT=1
-export STREAMO_ENABLE_CRR_CLUE_AUDIT=1
-export STREAMO_ENABLE_CRR_TYPED_RELATION_AUDIT=1
-export STREAMO_CRR_CLUE_AUDIT_FPS=4
-export STREAMO_CRR_CLUE_AUDIT_WINDOW_SECONDS=47.875
-export STREAMO_ENABLE_LOCUS_V2=0
-export STREAMO_ENABLE_SSR_LOCAL_AUDIT=0
-export STREAMO_ENABLE_CRR_TARGET_AUDIT=0
-export STREAMO_ENABLE_LISTED_REFUSAL_EVIDENCE_GATE=0
-export STREAMO_ENABLE_LISTED_REFUSAL_BIDIRECTIONAL_AUDIT=0
-export STREAMO_ENABLE_LISTED_REFUSAL_VISUAL_AUDIT=0
-export PYTHONPATH="${CODE_DIR}:${REPO}${PYTHONPATH:+:${PYTHONPATH}}"
-
-choose_port_base() {
-    for base in 12000 21000 22000 13000; do
-        if python3 - "${base}" <<'PY' >/dev/null
-import socket
-import sys
-base = int(sys.argv[1])
-for worker in range(8):
-    for port in (base + worker * 1000, base + worker * 1000 + 900):
-        sock = socket.socket()
-        try:
-            sock.bind(("", port))
-        finally:
-            sock.close()
-PY
-        then
-            echo "${base}"
-            return 0
-        fi
-    done
-    return 1
-}
-
-PIDS=()
-WORKERS_ACTIVE=0
-cleanup() {
-    if [[ "${WORKERS_ACTIVE}" -eq 1 ]] && [[ "${#PIDS[@]}" -gt 0 ]]; then
-        kill "${PIDS[@]}" 2>/dev/null || true
-        sleep 3
-        kill -9 "${PIDS[@]}" 2>/dev/null || true
-        wait "${PIDS[@]}" 2>/dev/null || true
-    fi
-}
-trap cleanup EXIT
-trap 'exit 130' INT
-trap 'exit 143' TERM HUP
-
-FAIL=0
-if [[ "${REMAINING}" -gt 0 ]]; then
-    PORT_BASE="$(choose_port_base)" || {
-        echo "[fatal] no safe vLLM port range available" >&2
-        exit 5
-    }
-    ACTUAL_CLAIM_BATCH=$(( (REMAINING + NUM_WORKERS - 1) / NUM_WORKERS ))
-    echo "[resume] port_base=${PORT_BASE} claim_batch=${ACTUAL_CLAIM_BATCH}"
-    : > "${WORKER_PID_FILE}"
-    for ((worker=0; worker<NUM_WORKERS; worker++)); do
-        devices="$(seq -s, $((worker * TP)) $((worker * TP + TP - 1)))"
-        vllm_port=$((PORT_BASE + worker * 1000))
-        dp_port=$((vllm_port + 900))
-        worker_log="${SESSION_DIR}/worker${worker}.log"
-        ASCEND_RT_VISIBLE_DEVICES="${devices}" \
-        VLLM_PORT="${vllm_port}" \
-        VLLM_DP_MASTER_PORT="${dp_port}" \
-        python3 "${CODE_DIR}/ovo_agent_shared.py" \
-            --model "${MODEL}" \
-            --dataset "${REMAINING_DATASET}" \
-            --tasks REC,SSR,CRR \
-            --tp "${TP}" \
-            --worker_id "${worker}" \
-            --num_workers "${NUM_WORKERS}" \
-            --claims_dir "${CLAIMS_DIR}" \
-            --claim_batch_size "${ACTUAL_CLAIM_BATCH}" \
-            --run_tag "${RUN_TAG}" \
-            --output_dir "${RESULT_DIR}" \
-            --skip_score \
-            --max_concurrent "${MAX_CONCURRENT}" \
-            --batch_size "${MAX_CONCURRENT}" \
-            --gpu_memory_utilization 0.90 \
-            --max_tool_calls_per_round 3 \
-            --max_tool_calls_per_sample 0 \
-            --memory_mode brief \
-            --memory_token_budget 1500 \
-            --enable_memory_tools \
-            --enable_track_tools \
-            --enable_audio_tools \
-            --enable_efficiency_tools \
-            --budget_max_tool_calls 24 \
-            --budget_max_frames_seen 0 \
-            --budget_max_tokens 200000 \
-            --trajectory_dir "${TRAJECTORY_DIR}" \
-            --auto_anchor_every 5 \
-            --auto_asr_every 10 \
-            --auto_asr_window 10 \
-            --auto_track_query_every 3 \
-            --memory_render_mode continuous \
-            --memory_head_seconds 0 \
-            --memory_tail_seconds 20 \
-            --memory_recall_topk 8 \
-            --cold_start_rounds 4 \
-            --degrade_threshold 2 \
-            --degrade_events_min 12 \
-            --rolling_window 3 \
-            --no_think \
-            --delta_input_mode 2frame \
-            --enable_verification \
-            > "${worker_log}" 2>&1 &
-        PIDS+=("$!")
-        echo "$!" >> "${WORKER_PID_FILE}"
-        sleep 5
-    done
-    WORKERS_ACTIVE=1
-    for pid in "${PIDS[@]}"; do
-        wait "${pid}" || FAIL=1
-    done
-    WORKERS_ACTIVE=0
-fi
-
-shopt -s nullglob
-SHARDS=("${RESULT_DIR}"/ovobench_"${RUN_TAG}".worker*.jsonl)
-[[ "${#SHARDS[@]}" -gt 0 ]] || {
-    echo "[fatal] no result shards found" >&2
-    exit 6
-}
-cat "${SHARDS[@]}" > "${MERGED}.tmp.${STAMP}"
-mv "${MERGED}.tmp.${STAMP}" "${MERGED}"
-
-set +e
-python3 "${AUDITOR}" \
-    --dataset "${SOURCE_DATASET}" \
-    --baseline "${BASELINE}" \
-    --candidate "${RESULT_DIR}" \
-    --output-json "${AUDIT_JSON}" \
-    --output-md "${AUDIT_MD}"
-AUDIT_RC=$?
-set -e
-if [[ "${FAIL}" -ne 0 ]] || [[ "${AUDIT_RC}" -ne 0 ]]; then
-    echo "[resume] incomplete or gate failed: workers=${FAIL} audit=${AUDIT_RC}" >&2
-    exit 6
-fi
-echo "[resume] complete and all four 0712 gates passed"
+version https://git-lfs.github.com/spec/v1
+oid sha256:f54ea4811ce3d973271e1eef79ceeb8ded3a263951fb10dde8ad445f46db5d4c
+size 14523
diff --git a/run_after_container_restart.sh b/run_after_container_restart.sh
index 09265ca608957f5ca1d95a8f98c287ae1c24a913..a2274474f533eeb63539f28ef549df3c6f0a8a11 100644
--- a/run_after_container_restart.sh
+++ b/run_after_container_restart.sh
@@ -1,348 +1,3 @@
-#!/bin/bash
-# Configure the Ascend runtime after a container restart, then launch the
-# formal 3035-sample OVO-Bench run with 8 x TP2 workers.
-set -Eeuo pipefail
-
-SCRIPT_DIR="$(cd -- "$(dirname -- "${BASH_SOURCE[0]}")" && pwd)"
-REPO="${SCRIPT_DIR}"
-LOG_DIR="${REPO}/logs"
-FORMAL_DATASET="/mnt/bn/mm-omni-training-hl/boyuan/stream_data/OVO-Bench/ovobench_streamo_eval_asi_full.json"
-MODEL="/mnt/bn/mm-omni-training-hl/boyuan/model_zoo/Qwen/Qwen3.6-27B"
-VIDEO_DIR="/mnt/bn/mm-omni-training-hl/boyuan/stream_data/OVO-Bench/chunked_videos_asi_full"
-WHISPER_ROOT="/mnt/bn/mm-omni-training-hl/boyuan/model_zoo/whisper"
-FORMAL_TASKS="EPM,HLD,ASI,STU,OJR,ATR,FPD,OCR,SSR,ACR,CRR,REC"
-EXPECTED_NPUS=16
-TP=2
-NUM_WORKERS=8
-
-DETACH=1
-CHECK_ONLY=0
-SKIP_ENV_SETUP=0
-
-usage() {
-    cat <<'EOF'
-Usage:
-  bash run_after_container_restart.sh [options]
-
-Options:
-  --foreground  Keep the full evaluation attached to this terminal.
-  --check-only  Configure and validate the environment, but do not launch.
-  --skip-env    Skip package installation; still source runtime and preflight.
-  -h, --help    Show this help.
-
-Default behavior:
-  1. Run set_env.sh in the foreground.
-  2. Validate 16 free NPUs, model, and the formal 3035-row dataset.
-  3. Launch run_full_eval.sh detached with 8 workers x TP2.
-  4. Record logs/latest_full_eval.{pid,log,meta}.
-  5. Record logs/latest_container_restart_{env,npu_info,npu_topology,
-     npu_preflight} diagnostics even when preflight fails.
-
-Environment overrides:
-  STREAMO_WHISPER_MODEL=base
-  MAX_CONCURRENT=24
-  CLAIM_BATCH=24
-  ALLOW_BUSY_NPUS=1       Bypass the HBM busy check (not recommended).
-EOF
-}
-
-while [ "$#" -gt 0 ]; do
-    case "$1" in
-        --foreground)
-            DETACH=0
-            ;;
-        --check-only)
-            CHECK_ONLY=1
-            ;;
-        --skip-env)
-            SKIP_ENV_SETUP=1
-            ;;
-        -h|--help)
-            usage
-            exit 0
-            ;;
-        *)
-            echo "[fatal] unknown option: $1" >&2
-            usage >&2
-            exit 2
-            ;;
-    esac
-    shift
-done
-
-cd "${REPO}"
-mkdir -p "${LOG_DIR}"
-
-STAMP="$(date +%Y%m%d_%H%M%S)"
-ENV_LOG="${LOG_DIR}/container_restart_env_${STAMP}.log"
-RUN_LOG="${LOG_DIR}/full_asifull_eval_${STAMP}.log"
-PID_FILE="${LOG_DIR}/full_asifull_eval_${STAMP}.pid"
-META_FILE="${LOG_DIR}/full_asifull_eval_${STAMP}.meta"
-LOCK_FILE="${LOG_DIR}/full_asifull_eval.lock"
-NPU_INFO_LOG="${LOG_DIR}/container_restart_npu_info_${STAMP}.txt"
-NPU_TOPOLOGY_LOG="${LOG_DIR}/container_restart_npu_topology_${STAMP}.txt"
-NPU_PREFLIGHT_JSON="${LOG_DIR}/container_restart_npu_preflight_${STAMP}.json"
-AUDIO_PREFLIGHT_JSON="${LOG_DIR}/container_restart_audio_preflight_${STAMP}.json"
-
-# Persist every diagnostic after option parsing. Platform wrappers sometimes
-# retain stdout but truncate stderr, which previously hid the actual exit-5
-# NPU preflight reason.
-exec > >(tee -a "${ENV_LOG}") 2>&1
-ln -sfn "$(basename "${ENV_LOG}")" \
-    "${LOG_DIR}/latest_container_restart_env.log"
-
-# Hold the lock for this wrapper. Detached children inherit fd 9, so another
-# invocation remains blocked until the full launcher and workers have exited.
-if command -v flock >/dev/null 2>&1; then
-    exec 9>"${LOCK_FILE}"
-    if ! flock -n 9; then
-        echo "[fatal] another restart/full-eval launcher holds ${LOCK_FILE}" >&2
-        exit 3
-    fi
-fi
-
-echo "[restart] repo=${REPO}"
-echo "[restart] env_log=${ENV_LOG}"
-
-# Refuse to modify the environment or overlap an existing StreamDelta/vLLM
-# evaluation. Match process names and argv separately so this check cannot
-# match its own shell/awk command.
-ACTIVE_INFERENCE="$(
-    ps -eo pid=,comm=,args= \
-        | awk '
-            ($2 ~ /^python/ &&
-             $0 ~ /scripts\/benchmark\/ovo_agent_shared[.]py/) ||
-            ($2 ~ /^VLLM/ &&
-             ($0 ~ /EngineCore/ || $0 ~ /Worker_TP/)) {
-                print
-            }
-        '
-)"
-if [ -n "${ACTIVE_INFERENCE}" ]; then
-    echo "[fatal] an OVO/vLLM inference process is already running:" >&2
-    printf '%s\n' "${ACTIVE_INFERENCE}" >&2
-    exit 5
-fi
-
-if [ "${SKIP_ENV_SETUP}" -eq 0 ]; then
-    echo "[restart] configuring Ascend environment with set_env.sh ..."
-    bash "${REPO}/set_env.sh"
-else
-    echo "[restart] --skip-env: package setup skipped"
-fi
-
-# set_env.sh runs in its own process. Source the runtime again in this shell;
-# the formal launcher also does this for every worker.
-set +u
-if [ -f /usr/local/Ascend/ascend-toolkit/set_env.sh ]; then
-    # shellcheck disable=SC1091
-    source /usr/local/Ascend/ascend-toolkit/set_env.sh
-fi
-ATB_ENV=""
-for candidate in \
-    /usr/local/Ascend/nnal/nnal/atb/set_env.sh \
-    /usr/local/Ascend/nnal/atb/set_env.sh; do
-    if [ -f "${candidate}" ]; then
-        ATB_ENV="${candidate}"
-        # shellcheck disable=SC1090
-        source "${candidate}"
-        break
-    fi
-done
-set -u
-export TORCH_TRANSFER_TO_NPU=1
-
-if [ -z "${ATB_ENV}" ]; then
-    echo "[fatal] ATB set_env.sh is missing after environment setup" >&2
-    exit 4
-fi
-if [ ! -d "${MODEL}" ]; then
-    echo "[fatal] model directory missing: ${MODEL}" >&2
-    exit 4
-fi
-if [ ! -f "${FORMAL_DATASET}" ]; then
-    echo "[fatal] formal dataset missing: ${FORMAL_DATASET}" >&2
-    exit 4
-fi
-
-echo "[restart] capturing npu-smi diagnostics ..."
-ln -sfn "$(basename "${NPU_INFO_LOG}")" \
-    "${LOG_DIR}/latest_container_restart_npu_info.txt"
-ln -sfn "$(basename "${NPU_TOPOLOGY_LOG}")" \
-    "${LOG_DIR}/latest_container_restart_npu_topology.txt"
-ln -sfn "$(basename "${NPU_PREFLIGHT_JSON}")" \
-    "${LOG_DIR}/latest_container_restart_npu_preflight.json"
-if ! npu-smi info > "${NPU_INFO_LOG}" 2>&1; then
-    echo "[fatal] npu-smi info failed; inspect ${NPU_INFO_LOG}"
-    exit 5
-fi
-if ! npu-smi info -l > "${NPU_TOPOLOGY_LOG}" 2>&1; then
-    echo "[fatal] npu-smi info -l failed; inspect ${NPU_TOPOLOGY_LOG}"
-    exit 5
-fi
-NPU_PREFLIGHT_ARGS=(
-    --info-file "${NPU_INFO_LOG}"
-    --topology-file "${NPU_TOPOLOGY_LOG}"
-    --expected-npus "${EXPECTED_NPUS}"
-    --busy-threshold-mib 4096
-    --output-json "${NPU_PREFLIGHT_JSON}"
-)
-if [ "${ALLOW_BUSY_NPUS:-0}" = "1" ]; then
-    NPU_PREFLIGHT_ARGS+=(--allow-busy)
-fi
-python3 scripts/ovobench/check_ascend_npu_preflight.py \
-    "${NPU_PREFLIGHT_ARGS[@]}"
-
-echo "[restart] running strict media/Whisper preflight ..."
-export STREAMO_VIDEO_DIR="${VIDEO_DIR}"
-export STREAMO_WHISPER_DOWNLOAD_ROOT="${WHISPER_ROOT}"
-export STREAMO_WHISPER_DEVICE="${STREAMO_WHISPER_DEVICE:-cpu}"
-python3 scripts/ovobench/check_audio_preflight.py \
-    --dataset "${FORMAL_DATASET}" \
-    --video-dir "${VIDEO_DIR}" \
-    --whisper-root "${WHISPER_ROOT}" \
-    --whisper-model "${STREAMO_WHISPER_MODEL:-base}" \
-    --probe-id 500 \
-    --probe-start 7 \
-    --probe-end 17 \
-    --output-json "${AUDIO_PREFLIGHT_JSON}"
-
-echo "[restart] running strict Python/data preflight ..."
-FORMAL_DATASET="${FORMAL_DATASET}" MODEL="${MODEL}" python3 - <<'PY'
-import collections
-import importlib.metadata
-import json
-import os
-import sys
-from pathlib import Path
-
-import json_repair  # noqa: F401
-import modelscope
-import torch
-import torch_npu  # noqa: F401
-import transformers
-import vllm
-import vllm_ascend  # noqa: F401
-from vllm import ModelRegistry
-from vllm.platforms import current_platform
-
-assert torch.__version__.startswith("2.10.0"), torch.__version__
-assert torch_npu.__version__.startswith("2.10.0"), torch_npu.__version__
-assert torch.npu.is_available(), "torch.npu is not available"
-assert torch.npu.device_count() == 16, torch.npu.device_count()
-assert vllm.__version__.startswith("0.22.1"), vllm.__version__
-assert importlib.metadata.version("vllm-ascend").startswith("0.22.1")
-assert type(current_platform).__name__ == "NPUPlatform"
-assert transformers.__version__ == "5.5.4", transformers.__version__
-assert importlib.metadata.version("modelscope") == "1.38.1"
-assert importlib.metadata.version("json-repair") == "0.61.7"
-assert (
-    "Qwen3_5ForConditionalGeneration"
-    in set(ModelRegistry.get_supported_archs())
-)
-
-dataset_path = Path(os.environ["FORMAL_DATASET"])
-model_path = Path(os.environ["MODEL"])
-rows = json.loads(dataset_path.read_text(encoding="utf-8"))
-ids = [str(row["id"]) for row in rows]
-tasks = collections.Counter(row.get("task") for row in rows)
-expected_tasks = {
-    "EPM", "HLD", "ASI", "STU", "OJR", "ATR",
-    "FPD", "OCR", "SSR", "ACR", "CRR", "REC",
-}
-assert len(rows) == 3035, len(rows)
-assert len(set(ids)) == 3035, len(set(ids))
-assert set(tasks) == expected_tasks, tasks
-assert model_path.is_dir(), model_path
-assert (model_path / "config.json").is_file(), model_path
-sys.path.insert(0, "scripts/benchmark")
-import ovo_agent_shared  # noqa: F401, E402
-print(
-    "[OK] preflight: "
-    f"npu=16, platform=NPUPlatform, rows={len(rows)}, "
-    f"unique={len(set(ids))}, modelscope={modelscope.__version__}, "
-    f"worker_import=OK, tasks={dict(sorted(tasks.items()))}"
-)
-PY
-
-{
-    echo "started_at=$(date -Iseconds)"
-    echo "repo=${REPO}"
-    echo "dataset=${FORMAL_DATASET}"
-    echo "model=${MODEL}"
-    echo "total_npus=${EXPECTED_NPUS}"
-    echo "tp=${TP}"
-    echo "num_workers=${NUM_WORKERS}"
-    echo "max_concurrent=${MAX_CONCURRENT:-24}"
-    echo "claim_batch=${CLAIM_BATCH:-24}"
-    echo "env_log=${ENV_LOG}"
-    echo "run_log=${RUN_LOG}"
-    echo "npu_info_log=${NPU_INFO_LOG}"
-    echo "npu_topology_log=${NPU_TOPOLOGY_LOG}"
-    echo "npu_preflight_json=${NPU_PREFLIGHT_JSON}"
-    echo "audio_preflight_json=${AUDIO_PREFLIGHT_JSON}"
-    echo "atb_env=${ATB_ENV}"
-    sha256sum \
-        run_after_container_restart.sh \
-        run_full_eval.sh \
-        set_env.sh \
-        scripts/ovobench/run_qwen36_27b_agent_full_shared_tp1x4_asifull.sh \
-        scripts/benchmark/ovo_agent.py \
-        scripts/benchmark/ovo_agent_shared.py \
-        scripts/benchmark/tools/event_predicate.py \
-        scripts/benchmark/tools/crr_typed_relation.py \
-        scripts/ovobench/check_ascend_npu_preflight.py \
-        scripts/ovobench/check_audio_preflight.py
-} > "${META_FILE}"
-
-if [ "${CHECK_ONLY}" -eq 1 ]; then
-    echo "[restart] check-only passed; full inference was not launched."
-    exit 0
-fi
-
-ln -sfn "$(basename "${ENV_LOG}")" "${LOG_DIR}/latest_full_eval_env.log"
-ln -sfn "$(basename "${RUN_LOG}")" "${LOG_DIR}/latest_full_eval.log"
-ln -sfn "$(basename "${META_FILE}")" "${LOG_DIR}/latest_full_eval.meta"
-
-export TOTAL_NPUS="${EXPECTED_NPUS}"
-export NUM_WORKERS
-export TP
-export DATASET="${FORMAL_DATASET}"
-export EVAL_TASKS="${FORMAL_TASKS}"
-export RUN_LABEL="qwen36_27b_agent_formal_full_after_restart_tp2x8_asifull"
-export SKIP_FINAL_SCORE=0
-export MAX_CONCURRENT="${MAX_CONCURRENT:-24}"
-export CLAIM_BATCH="${CLAIM_BATCH:-24}"
-
-echo "[restart] launching formal 3035 run: 8 workers x TP2 ..."
-if [ "${DETACH}" -eq 1 ]; then
-    setsid --fork --wait env SKIP_ENV=1 \
-        TOTAL_NPUS="${TOTAL_NPUS}" \
-        NUM_WORKERS="${NUM_WORKERS}" \
-        TP="${TP}" \
-        DATASET="${DATASET}" \
-        EVAL_TASKS="${EVAL_TASKS}" \
-        RUN_LABEL="${RUN_LABEL}" \
-        SKIP_FINAL_SCORE=0 \
-        MAX_CONCURRENT="${MAX_CONCURRENT}" \
-        CLAIM_BATCH="${CLAIM_BATCH}" \
-        STREAMO_WHISPER_MODEL="${STREAMO_WHISPER_MODEL:-base}" \
-        bash "${REPO}/run_full_eval.sh" \
-        > "${RUN_LOG}" 2>&1 < /dev/null &
-    LAUNCH_PID=$!
-    echo "${LAUNCH_PID}" > "${PID_FILE}"
-    ln -sfn "$(basename "${PID_FILE}")" "${LOG_DIR}/latest_full_eval.pid"
-    sleep 3
-    if ! kill -0 "${LAUNCH_PID}" 2>/dev/null; then
-        echo "[fatal] launcher exited during startup; inspect ${RUN_LOG}" >&2
-        tail -100 "${RUN_LOG}" >&2 || true
-        exit 6
-    fi
-    echo "[restart] launched PID=${LAUNCH_PID}"
-    echo "[restart] log=${RUN_LOG}"
-    echo "[restart] monitor: tail -f ${RUN_LOG}"
-else
-    echo "$$" > "${PID_FILE}"
-    ln -sfn "$(basename "${PID_FILE}")" "${LOG_DIR}/latest_full_eval.pid"
-    SKIP_ENV=1 bash "${REPO}/run_full_eval.sh" 2>&1 | tee "${RUN_LOG}"
-fi
+version https://git-lfs.github.com/spec/v1
+oid sha256:09367ccbbea4901198f36a16ed94f2adf91170d1e23fde70266e8d02bdba7298
+size 11906
diff --git a/run_full_eval.sh b/run_full_eval.sh
index e06b2d1ebc05f4abf0d3eb72a0a786759def1a6a..ed1563e6de376e00e0af01c1681648d93337034c 100644
--- a/run_full_eval.sh
+++ b/run_full_eval.sh
@@ -1,36 +1,3 @@
-#!/bin/bash
-# ============================================================
-# OVO-Bench 全量评测一键启动脚本（主目录）
-# ------------------------------------------------------------
-# 流程：
-#   1) 运行 set_env.sh 配置评测环境（torch/vLLM/sam2/whisper/ffmpeg 等）；
-#   2) 启动全量评测 run_qwen36_27b_agent_full_shared_tp1x4.sh
-#      —— worker 数自动按机器可用 NPU 数探测（npu-smi）。
-#
-# 用法：
-#   bash run_full_eval.sh
-#   # 推荐脱离会话后台跑（长任务，避免终端断开被杀）：
-#   #   setsid bash run_full_eval.sh > full_eval.log 2>&1 < /dev/null &
-#
-# 可选环境变量（覆盖默认）：
-#   SKIP_ENV=1            跳过 set_env.sh（环境已就绪时省时）
-#   NUM_WORKERS=8         强制 worker 数（默认按 NPU 数自动探测）
-#   STREAMO_WHISPER_MODEL=base
-# ============================================================
-set -e
-cd /mnt/bn/mm-omni-training-hl/boyuan/StreamDelta/StreamDelta
-
-# --- 1) 配置环境 --------------------------------------------------------
-if [ "${SKIP_ENV:-0}" = "1" ]; then
-    echo "[run_full_eval] SKIP_ENV=1 → 跳过 set_env.sh"
-else
-    echo "[run_full_eval] 运行 set_env.sh 配置评测环境 ..."
-    bash set_env.sh
-    echo "[run_full_eval] set_env.sh 完成"
-fi
-
-# --- 2) 启动全量评测 ----------------------------------------------------
-echo "[run_full_eval] 启动全集 asi_full OVO-Bench 评测（3035 样本，worker 数按 NPU 自动探测）..."
-bash scripts/ovobench/run_qwen36_27b_agent_full_shared_tp1x4_asifull.sh
-
-echo "[run_full_eval] 全量评测结束。"
+version https://git-lfs.github.com/spec/v1
+oid sha256:7a5b8276afc6bd229023ac7049ed55555eedb9003bba4df610d8b75f9e0385c1
+size 1622
diff --git a/run_full_eval.sh.cuda.bak b/run_full_eval.sh.cuda.bak
index e237e701bc4583aa2599db31aed6ff8e2b84bbe2..dec2f46ac3c5fddabd700fe0c37d3843fc4784b9 100644
--- a/run_full_eval.sh.cuda.bak
+++ b/run_full_eval.sh.cuda.bak
@@ -1,36 +1,3 @@
-#!/bin/bash
-# ============================================================
-# OVO-Bench 全量评测一键启动脚本（主目录）
-# ------------------------------------------------------------
-# 流程：
-#   1) 运行 set_env.sh 配置评测环境（torch/vLLM/sam2/whisper/ffmpeg 等）；
-#   2) 启动全量评测 run_qwen36_27b_agent_full_shared_tp1x4.sh
-#      —— worker 数自动按机器可用 GPU 数探测（4 卡起 4 个，8 卡起 8 个）。
-#
-# 用法：
-#   bash run_full_eval.sh
-#   # 推荐脱离会话后台跑（长任务，避免终端断开被杀）：
-#   #   setsid bash run_full_eval.sh > full_eval.log 2>&1 < /dev/null &
-#
-# 可选环境变量（覆盖默认）：
-#   SKIP_ENV=1            跳过 set_env.sh（环境已就绪时省时）
-#   NUM_WORKERS=8         强制 worker 数（默认按 GPU 数自动探测）
-#   STREAMO_WHISPER_MODEL=base
-# ============================================================
-set -e
-cd /mnt/bn/sunboyuan-lf-1/Streamo
-
-# --- 1) 配置环境 --------------------------------------------------------
-if [ "${SKIP_ENV:-0}" = "1" ]; then
-    echo "[run_full_eval] SKIP_ENV=1 → 跳过 set_env.sh"
-else
-    echo "[run_full_eval] 运行 set_env.sh 配置评测环境 ..."
-    bash set_env.sh
-    echo "[run_full_eval] set_env.sh 完成"
-fi
-
-# --- 2) 启动全量评测 ----------------------------------------------------
-echo "[run_full_eval] 启动全量 OVO-Bench 评测（worker 数按 GPU 自动探测）..."
-bash scripts/ovobench/run_qwen36_27b_agent_full_shared_tp1x4.sh
-
-echo "[run_full_eval] 全量评测结束。"
+version https://git-lfs.github.com/spec/v1
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new file mode 100644
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--- /dev/null
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new file mode 100644
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--- /dev/null
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new file mode 100644
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--- /dev/null
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--- /dev/null
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--- /dev/null
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