---
canonical: "https://www.softatlas.io/roofline/products/roofline-sdk"
name: "Roofline SDK"
provider: "Roofline"
category: "Developer & Engineering / Backend & Cloud Platforms / Platform as a Service (PaaS)"
review_count: 0
ai_powered: true
website: "https://www.roofline.ai/product-sdk"
updated: "2026-09-29"
---

# Roofline SDK

By [Roofline](/roofline.md)

The most flexible and adaptive SDK for edge AI, based on Roofline's next-gen AI compiler. It unlocks the full SoC for cutting-edge applications.

## Features
- Compile models ahead-of-time for edge devices
- Support LLM implementation with tokenizer integration
- Enable quantization for various schemes
- Distribute models across heterogeneous systems
- Switch seamlessly between target devices using Python
- Integrate SDK into existing workflows with minimal overhead
- Optimize performance for TFLite, PyTorch, and ONNX models
- Handle dynamic shapes with input padding and constrained input shapes

## Built for
DEVELOPERS, OPERATIONS

Source: https://www.softatlas.io/roofline/products/roofline-sdk