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Invention Summary
Dormant State Offloading (DSO)
Dormant State Offloading (DSO) -> Success (score=5.58). Promote this line toward an invention brief.
ID: dormant-state-offloading-dso
Folder: inventions/dormant-state-offloading-dso
Created: 2026-03-29 07:56:46
Updated: 2026-03-29 07:57:19
Files: 12
Source: student_autonomy
⬇ Download as .zip ~15.7 KB uncompressed
README.md
ARES's plain-English description of what this invention does and how to run it.
# Dormant State Offloading (DSO)

Dormant State Offloading (DSO) -> Success (score=5.58). Promote this line toward an invention brief.

## What This Project Does

This local package turns the invention signal into a runnable planner for 8GB-class inference decisions. It analyzes workload samples, recommends a memory/latency strategy, and demonstrates the plan on realistic mock workloads.

## Why Now

Dormant State Offloading (DSO) -> Success (score=5.58). Promote this line toward an invention brief.

## Techniques

- `adaptive_planning`

## Validation Context

- Benchmark status: `Validated`
- Innovation score: `0.00`
- Driving question: How should this validated signal be turned into a reusable project?
- Build plan: Package the benchmark insight as a local prototype with a stable demo entrypoint.

## Usage

```bash
python run_demo.py
```

<!-- ARES_AUTO_VERIFIED_SUMMARY:START -->
## Verified Project Notes

- Package import path: `dormant_state_offloading_dso`
- Entrypoint: `run_demo.py`
- Delivery mode: `prototype`
- Release tier: `prototype`
- Verification status: `PASS`
- Clean-room release gates: `NOT_RUN`
- Public exports: `InventionPlanner, WorkloadSample, summarize_plan`
- Python files detected: `run_demo.py, dormant_state_offloading_dso/__init__.py, dormant_state_offloading_dso/core.py, dormant_state_offloading_dso/demo.py`

## Verification Commands

- `PASS` `"/home/corbybender/ares/.venv-linux/bin/python" -m py_compile "run_demo.py"`
- `PASS` `"/home/corbybender/ares/.venv-linux/bin/python" -m compileall "dormant_state_offloading_dso"`
- `PASS` `"/home/corbybender/ares/.venv-linux/bin/python" run_demo.py`

## Current Limits

- No additional consistency warnings were detected by the local audit.
<!-- ARES_AUTO_VERIFIED_SUMMARY:END -->
Files
PathBytes
__pycache__/run_demo.cpython-314.pyc 926
DESIGN_BRIEF.md 776
dormant_state_offloading_dso/__init__.py 135
dormant_state_offloading_dso/__pycache__/__init__.cpython-314.pyc 325
dormant_state_offloading_dso/__pycache__/core.cpython-314.pyc 4513
dormant_state_offloading_dso/__pycache__/demo.cpython-314.pyc 1159
dormant_state_offloading_dso/core.py 2235
dormant_state_offloading_dso/demo.py 627
invention.json 3032
pyproject.toml 254
README.md 1775
run_demo.py 353
Manifest
Structured metadata ARES recorded when it created this project.
{
  "id": "dormant-state-offloading-dso",
  "title": "Dormant State Offloading (DSO)",
  "summary": "Dormant State Offloading (DSO) -> Success (score=5.58). Promote this line toward an invention brief.",
  "source": "student_autonomy",
  "kind": "invention",
  "path": "inventions/dormant-state-offloading-dso",
  "delivery_mode": "prototype",
  "release_tier": "prototype",
  "release_verification_status": "not_run",
  "created_at": "2026-03-29 07:56:46",
  "updated_at": "2026-03-29 07:57:19",
  "project_entrypoint": "run_demo.py",
  "smoke_test_status": "passed",
  "smoke_test_output": "{ \"recommended\": \"chat-short\", \"average_score\": 1.433, \"plans\": [ { \"workload\": \"chat-short\", \"compression\": \"standard\", \"precision\": \"fp16\", \"state_policy\": \"baseline\", \"expected_score\": 1.65 }, { \"workload\": \"analysis-medium\", \"compression\": \"standard\", \"precision\": \"fp16\", \"state_policy\": \"baseline\", \"expected_score\": 1.45 }, { \"workload\": \"context-long\", \"compression\": \"standard\", \"precision\": \"fp16\", \"state_policy\": \"baseline\", \"expected_score\": 1.2 } ] } INVENTION_SMOKE_TEST: PASS",
  "generated_files": 6,
  "project_generated_at": "2026-03-29 07:57:17",
  "source_exp_path": "experiments\\exp_self.20260308174849.010_20260308_174914",
  "verification_status": "passed",
  "verification_results": [
    {
      "command": "\"/home/corbybender/ares/.venv-linux/bin/python\" -m py_compile \"run_demo.py\"",
      "passed": true,
      "returncode": 0,
      "timed_out": false,
      "stdout_excerpt": "",
      "stderr_excerpt": ""
    },
    {
      "command": "\"/home/corbybender/ares/.venv-linux/bin/python\" -m compileall \"dormant_state_offloading_dso\"",
      "passed": true,
      "returncode": 0,
      "timed_out": false,
      "stdout_excerpt": "Listing 'dormant_state_offloading_dso'...",
      "stderr_excerpt": ""
    },
    {
      "command": "\"/home/corbybender/ares/.venv-linux/bin/python\" run_demo.py",
      "passed": true,
      "returncode": 0,
      "timed_out": false,
      "stdout_excerpt": "{\n  \"recommended\": \"chat-short\",\n  \"average_score\": 1.433,\n  \"plans\": [\n    {\n      \"workload\": \"chat-short\",\n      \"compression\": \"standard\",\n      \"precision\": \"fp16\",\n      \"state_policy\": \"baseline\",\n      \"expected_score\": 1.65\n    },\n    {\n      \"workload\": \"analysis-medium\",\n      \"compression\": \"standard\",\n      \"precision\": \"fp16\",\n      \"state_policy\": \"baseline\",\n      \"expected_score\": 1.45\n    },\n    {\n      \"workload\": \"context-long\",\n      \"compression\": \"standard\",\n      \"precision\": \"fp16\",\n      \"state_policy\": \"baseline\",\n      \"expected_score\": 1.2\n    }\n  ]\n}\nINVENTION_SMOKE_TEST: PASS",
      "stderr_excerpt": ""
    }
  ],
  "project_status": "built"
}