FastDeploy 0.7.0 Release Note

0.7.0 Release Note

• 新增Paddle Lite TIM-VX集成，支持RK1芯片上的部署 详情
• 人脸检测模型SCRFD模型新增RKNPU2的部署支持 部署示例
• 新增Stable Diffusion模型部署示例 部署示例
• PaddleClas/PaddleDetection/YOLOv5部署代码升级，支持predict及batch_predict
• 支持大于2G以上的Paddle模型转ONNX部署
• 新增PaddleClas模型服务化部署案例 部署案例
• 针对FDTensor增加Pad function操作符，支持在batch预测时，对输入进行Padding
• 针对FDTensor增加Python API to_dlpack接口，支持FDTensor在不同框架间的无拷贝传输

0.7.0 Release Note

• Integrate Paddle Lite TIM-VX for supporting hardware such as Rockchip RV1126 . Details
• Support Face detection model SCRFD on Rockchip RK3588, RK3568 and other hardware.
• Support Stable Diffusion model deployment.
• Upgrade PaddleClas、PaddleDetection、YOLOv5 deployment code to support predict and batch_predict;
• Support for Paddle model to ONNX deployments larger than 2G.
• Support PaddleClas model service-based deployment.
• Add the Pad function operator for the FDTensor to support Padding of the input during batch prediction.
• Add Python API to_dlpack interface for FDTensor to support copyless transfer of FDTensor between frameworks.

New Contributors

• @GodIsBoom made their first contribution in #529
• @yingshengBD made their first contribution in #557
• @triple-Mu made their first contribution in #563

Full Changelog: release/0.6.0...release/0.7.0