Metadata-Version: 2.4
Name: slento-mesh-optimizer
Version: 0.1.12
Summary: Distributed hardware optimization agent — JEPA-driven job routing, GPU/CPU/FPGA probing, and performance tuning across heterogeneous compute clusters.
Author-email: Slento Systems <support@slentosystems.com>
License: Proprietary
Project-URL: Homepage, https://slentosystems.com
Project-URL: Documentation, https://docs.slentosystems.com
Project-URL: Repository, https://github.com/slentoai/mesh-optimizer
Project-URL: Portal, https://portal.slentosystems.com
Keywords: gpu,optimization,mesh,distributed,jepa,hardware,profiling
Classifier: Development Status :: 4 - Beta
Classifier: Intended Audience :: Developers
Classifier: Intended Audience :: System Administrators
Classifier: Operating System :: OS Independent
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.10
Classifier: Programming Language :: Python :: 3.11
Classifier: Programming Language :: Python :: 3.12
Classifier: Programming Language :: Python :: 3.13
Classifier: Topic :: System :: Hardware
Classifier: Topic :: System :: Monitoring
Classifier: Topic :: System :: Systems Administration
Requires-Python: >=3.10
Description-Content-Type: text/markdown
Requires-Dist: aiohttp>=3.9
Requires-Dist: fastapi>=0.109
Requires-Dist: httpx>=0.25
Requires-Dist: numpy>=1.24
Requires-Dist: psutil>=5.9
Requires-Dist: pydantic>=2.0
Requires-Dist: python-multipart>=0.0.6
Requires-Dist: pyyaml>=6.0
Requires-Dist: uvicorn[standard]>=0.25
Provides-Extra: ml
Requires-Dist: torch>=2.0; extra == "ml"
Provides-Extra: dev
Requires-Dist: pytest; extra == "dev"
Requires-Dist: pytest-asyncio; extra == "dev"
Requires-Dist: httpx; extra == "dev"

# Mesh Optimizer

Distributed hardware optimization agent by [Slento Systems](https://slentosystems.com).

JEPA-driven job routing, GPU/CPU/FPGA probing, and performance tuning across heterogeneous compute clusters.

## Quick Start

```bash
pip install slento-mesh-optimizer
mesh-optimizer start
```

## One-Line Install (Linux)

```bash
curl -fsSL https://mesh.slentosystems.com/install.sh | bash
```

## Features

- **Hardware Discovery** — Auto-detects GPUs (AMD, NVIDIA), CPUs, FPGAs, memory subsystems
- **Performance Probing** — Runs targeted benchmarks to map hardware capabilities
- **JEPA Optimization** — Joint Embedding Predictive Architecture learns your hardware's performance characteristics
- **Job Routing** — Automatically routes compute jobs to the best-suited hardware
- **NAT/WAN Support** — Works behind firewalls with outbound-only connections
- **Multi-Platform** — Linux, macOS, Windows

## Supported Hardware

- AMD Radeon RX 7000 (RDNA3), Instinct MI200/MI300 (CDNA)
- NVIDIA GeForce RTX 30/40/50, Quadro, Tesla, A100
- Intel/AMD CPUs (10th gen+, Ryzen/EPYC)
- Apple M1/M2/M3/M4
- Xilinx Alveo/UltraScale+ FPGAs

## Documentation

Full docs at [docs.slentosystems.com](https://docs.slentosystems.com)

## License

Proprietary. Free community tier available at [portal.slentosystems.com](https://portal.slentosystems.com).
