slento-mesh-optimizer 0.1.0

Distributed hardware optimization agent — JEPA-driven job routing, GPU/CPU/FPGA probing, and performance tuning across heterogeneous compute clusters.

Mesh Optimizer

Distributed hardware optimization agent by Slento Systems.

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

Quick Start

pip install mesh-optimizer
mesh-optimizer start

One-Line Install (Linux)

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

License

Proprietary. Free community tier available at portal.slentosystems.com.