Model Upload Guide
EdgeAI supports a wide array of neural architectures. Learn how to prepare your weights for the sharding engine.
Supported Frameworks
PyTorch (.pt, .pth)
ONNX (.onnx)
TensorFlow (pb)
Keras (.h5)
Ingestion Protocol
01
Neural Integrity Check
The SDK performs a local SHA-256 hash to ensure no data corruption during transmission.
02
Format Normalization
Models are automatically converted to a high-performance internal representation for sharding.
03
Architecture Mapping
We map layer operations to optimized hardware kernels for your specific edge target.
CLI Upload Example
The fastest way to upload is via the terminal. Large models are automatically sharded into 50MB chunks for resilient streaming.
edge-ai upload ./massive_resnet.onnx