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Invention Summary
Asynchronous State Offloading (ASO)
Asynchronous State Offloading (ASO) -> Success (score=6.58). Promote this line toward an invention brief.
ID: asynchronous-state-offloading-aso
Folder: inventions/asynchronous-state-offloading-aso
Created: 2026-03-09 06:35:38
Updated: 2026-03-10 06:26:36
Files: 11
Source: student_autonomy
⬇ Download as .zip ~12.5 KB uncompressed
README.md
ARES's plain-English description of what this invention does and how to run it.
# Asynchronous State Offloading (ASO)

Asynchronous State Offloading (ASO) -> Success (score=6.58). 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

Asynchronous State Offloading (ASO) -> Success (score=6.58). 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
```
Files
PathBytes
asynchronous_state_offloading_aso/__init__.py 138
asynchronous_state_offloading_aso/__pycache__/__init__.cpython-311.pyc 354
asynchronous_state_offloading_aso/__pycache__/core.cpython-311.pyc 4368
asynchronous_state_offloading_aso/__pycache__/demo.cpython-311.pyc 1309
asynchronous_state_offloading_aso/core.py 2308
asynchronous_state_offloading_aso/demo.py 641
DESIGN_BRIEF.md 817
invention.json 1291
pyproject.toml 273
README.md 895
run_demo.py 375
Manifest
Structured metadata ARES recorded when it created this project.
{
  "id": "asynchronous-state-offloading-aso",
  "title": "Asynchronous State Offloading (ASO)",
  "summary": "Asynchronous State Offloading (ASO) -> Success (score=6.58). Promote this line toward an invention brief.",
  "source": "student_autonomy",
  "kind": "invention",
  "path": "inventions/asynchronous-state-offloading-aso",
  "created_at": "2026-03-09 06:35:38",
  "updated_at": "2026-03-10 06:26:36",
  "project_status": "built",
  "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": "2026-03-09 06:56:11",
  "source_exp_path": "experiments\\exp_self.20260309022045.105_20260309_022212"
}