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+
diff --git a/docs/source/examples/md/gru4rec_examples.md b/docs/source/examples/md/gru4rec_examples.md index 97178ae..4b49bc4 100644 --- a/docs/source/examples/md/gru4rec_examples.md +++ b/docs/source/examples/md/gru4rec_examples.md @@ -109,4 +109,4 @@ wget https://paddle-zwh.bj.bcebos.com/gru4rec_paddlefl_benchmark/gru4rec_benchma | 1/4 of the whole dataset | private training | - | 0.269 | | 1/4 of the whole dataset | private training | - | 0.282 | -
+
diff --git a/docs/source/examples/md/uci_demo.md b/docs/source/examples/md/uci_demo.md index 4fd5d3a..ccd2b9b 100644 --- a/docs/source/examples/md/uci_demo.md +++ b/docs/source/examples/md/uci_demo.md @@ -1,7 +1,5 @@ ## Instructions for PaddleFL-MPC UCI Housing Demo -([简体中文](./README_CN.md)|English) - This document introduces how to run UCI Housing demo based on Paddle-MPC, which has two ways of running, i.e., single machine and multi machines. ### 1. Running on Single Machine diff --git a/docs/source/md/introduction.md b/docs/source/md/introduction.md index e283ccd..8822e48 100644 --- a/docs/source/md/introduction.md +++ b/docs/source/md/introduction.md @@ -8,7 +8,8 @@ Data is becoming more and more expensive nowadays, and sharing of raw data is ve ## Overview of PaddleFL - + + In PaddleFL, horizontal and vertical federated learning strategies will be implemented according to the categorization given in [4]. Application demonstrations in natural language processing, computer vision and recommendation will be provided in PaddleFL. @@ -36,7 +37,7 @@ Besides, PFM is implemented based on secure multi-party computation (MPC) to ena ### Data Parallel - + In Data Parallel, components for defining a federated learning task and training a federated learning job are as follows: @@ -60,7 +61,7 @@ In Data Parallel, components for defining a federated learning task and training ### Federated Learning with MPC - + Paddle FL MPC implements secure training and inference tasks based on the underlying MPC protocol like ABY3[11], which is a high efficient three-party computing model. -- GitLab