wuba/dl_inference

通用深度学习推理工具,可在生产环境中快速上线由TensorFlow、PyTorch、Caffe框架训练出的深度学习模型。

50
/ 100
Established

This tool helps machine learning engineers or MLOps teams quickly deploy deep learning models trained with TensorFlow, PyTorch, or Caffe into production environments. You provide your trained model files, and it sets up a robust serving system that can handle many requests. It's designed for professionals who need to move their models from development to a live, scalable application.

415 stars. No commits in the last 6 months.

Use this if you need to rapidly deploy and manage deep learning models from various frameworks (TensorFlow, PyTorch, Caffe) for high-volume, real-time inference in a production setting.

Not ideal if you are still in the model development or experimentation phase and do not yet need a production-grade deployment solution.

deep-learning-deployment model-serving machine-learning-operations production-AI inference-management
Stale 6m No Package No Dependents
Maintenance 0 / 25
Adoption 10 / 25
Maturity 16 / 25
Community 24 / 25

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Stars

415

Forks

121

Language

Java

License

Last pushed

Dec 21, 2021

Commits (30d)

0

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