Merge pull request #5433 from FederatedAI/feature-2.0.0-update_doc

edit doc: update performance data of hetero_nn

Author: dylan-fan

RELEASE.md

@@ -34,7 +34,7 @@
 > Algorithm Performance Improvements: (Comparison with FATE-v1.11.*)
 * PSI (Privacy Set Intersection): tested on a dataset of 100 million with an intersection result of 100 million, 1.8+ times of FATE-v1.11.4
 * Hetero-SSHE-LR: tested on data of guest 10w * 30 dimensions and host 10w * 300 dimensions, 4.3+ times of FATE-v1.11.4
-* Hetero-NN(Based on FedPass Protocol):  tested on data of guest 10w * 30 dimensions and host 10w * 300 dimensions, basically consistent with the plaintext performance, 56+ times of FATE-v1.11.4 
+* Hetero-NN(Based on FedPass Protocol):  tested on data of guest 10w * 30 dimensions and host 10w * 300 dimensions, basically consistent with the plaintext performance, 143+ times of FATE-v1.11.4 
 * Hetero-Coordinated-LR: tested on data of guest 10w * 30 dimensions and host 10w * 300 dimensions, 1.2+ times of FATE-v1.11.4
 * Hetero-Feature-Binning: tested on data of guest 10w * 30 dimensions and host 10w * 300 dimensions, 1.5+ times of FATE-v1.11.4
 

doc/2.0/fate/performance.md

@@ -18,6 +18,6 @@ Testing configuration:
 | ------------------------| ---------------------------------------- | --------------------------- | ------------------ |
 | PSI                     | 50m54s                                   | 1h32m20s                    |  1.8x+             |                              
 | Hetero-SSHE-LR          | 4m54s/epoch                              | 21m03s/epoch                |  4.3x+             |                              
-| Hetero-NN               | 52.5s/epoch(based on FedPass protocol)   | 2940s/epoch                 |  56x+              |                              
+| Hetero-NN               | 2.425s/epoch(based on FedPass protocol)  | 347s/epoch                  |  143x+             |                              
 | Hetero-Coordinated-LR   | 2m16s/epoch                              | 2m41s/epoch                 |  1.2x+             |                              
 | Hetero-Feature-Binning  | 1m08s                                    | 1m45s                       |  1.5x+             |