harry1332/swe-agent-cpu-dynamorio-pilot-sympy-15599

One-agent CPU trace pilot

Preliminary research data. Validation is incomplete; this is not a confirmed dead-state result.

One live mini-SWE-agent 2.4.6 execution of sympy__sympy-15599, using a separate Qwen3-Coder-30B-A3B-Instruct AWQ server. The collector finished normally in 907.94 seconds. The agent made 57 model calls and submitted a patch; benchmark evaluation was not run. This is mini-SWE-agent, not the original full SWE-agent implementation.

What is included

• —traces/: all original raw per-process/thread trace files and their module, instruction-encoding and function metadata (121 process-image directories; approximately 33.4 GB of compressed raw streams).
• —manifest.json: complete raw file inventory and byte sizes.
• —metadata/: run configuration, phase timestamps, package versions and a validation snapshot.
• —validation-snapshot/: completed consistency-check logs and documented fragment exclusions.
• —code/: collection and initial validation helpers.
• —UPLOAD_COMPLETE.json: appears only after every raw file has been uploaded and checked against the source file inventory. Absence means the upload may still be underway.

GPU inference and model-server CPU execution are excluded. These are user-space CPU traces of the agent and inherited tools, not full-machine or kernel memory traces. Virtual addresses belong to their process/address-space lifetimes; do not combine identical addresses from unrelated processes.

Validation and known gaps

At the pre-upload checkpoint, 43 original process traces passed, and 52 additional populated-stream views passed after empty fork/exec fragments were excluded. Four process directories lack required metadata. Two large traces timed out during the initial validation, including the main agent, and 20 more had no completed validation result. A longer retry was launched separately; uploaded snapshots are not live status.

All original fragments are included unchanged. A passed derived view is not proof of complete original process coverage. The trace cannot yet support exhaustive CPU dead-state claims. Native allocator markers do not identify every Python object. Allocation/free tracking, address reuse and missing coverage require further analysis.

Download

from huggingface_hub import snapshot_download
snapshot_download(
    repo_id="harry1332/swe-agent-cpu-dynamorio-pilot-sympy-15599",
    repo_type="dataset",
    local_dir="swe-cpu-pilot",
)

Use DynamoRIO cronbuild-11.91.20708. Original distribution SHA256: bdbe5e378aa06c804761a66624fac5d0deeff8b77420a057f50f214b9cf0e9aa.

The raw files are compressed binary traces, not CSV. DynamoRIO converts them before analysis. Required module paths refer to the original container environment; mapped executable/library binaries are not redistributed here. Reconstruct the environment using package versions and the pinned original image, or arrange access to the privately preserved module archive if conversion requires it. Image: docker.pdl.cmu.edu/wumingzh/swebench-sympy-15599@sha256:068c2c597f9dffc4344f276d9a9d1e0557b9e32b15b8ff4c4ffba76995ce6853. That registry may require access. This dataset is therefore not guaranteed to be independently convertible on an arbitrary machine.

Do not modify original raw directories. Document any derived views and exclusions separately. Counts and invariant checks validate internal consistency, not application correctness or full coverage.

Only the one-agent pilot is provided. Ten-agent and hundred-agent collections are not included. No blanket license is asserted over third-party instruction encodings or referenced software; their respective rights remain applicable.