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FastDeploy C++ API Summary
Runtime
FastDeploy Runtime can be used as an inference engine with the same code, we can deploy Paddle/ONNX model on different device by different backends.
Currently, FastDeploy supported backends listed as below,
Backend | Hardware | Support Model Format | Platform |
---|---|---|---|
Paddle Inference | CPU/Nvidia GPU | Paddle | Windows(x64)/Linux(x64) |
ONNX Runtime | CPU/Nvidia GPU | Paddle/ONNX | Windows(x64)/Linux(x64/aarch64)/Mac(x86/arm64) |
TensorRT | Nvidia GPU | Paddle/ONNX | Windows(x64)/Linux(x64)/Jetson |
OpenVINO | CPU | Paddle/ONNX | Windows(x64)/Linux(x64)/Mac(x86) |
Example code
Related APIs
Vision Models
Task | Model | API | Example |
---|---|---|---|
object detection | PaddleDetection/PPYOLOE | fastdeploy::vision::detection::PPYOLOE | C++/Python |