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PaddleFL Release 1.1.0

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@qjing666 qjing666 released this 26 Oct 03:37
1efedf9
  • Add more MPC operators: conv2d, max pooling, softmax_with_cross_entropy, embedding, batch_norm, adam_optimizer, XavierInitializer, etc.
  • Support more MPC models: CNN, FM, etc.
  • Add more data process API: mean normal, one hot encoding.
  • Add more model evaluation API: KS statistic, Auc, F1-score.
  • Add paddle-serving API in data parallel to support model service after training.
  • More examples to follow: fm_with_criteo, lenet_with_mnist, model encryption/decryption, psi demo, deploy_serving_after_training.