diff --git a/README.md b/README.md
index 39e9d4c..e31ebf4 100644
--- a/README.md
+++ b/README.md
@@ -62,3 +62,16 @@ In last several layers, some different options can be tried to determine how emb
 |      LMobileNetE       | 0.99633+-0.00314 |        -         |        -         |
 |      LMobileNetF       | 0.99617+-0.00211 |        -         |        -         |
 |    LResNeXt101E_v3     |                  |                  |                  |
+
+
+How weight decay affects:
+
+SE-LResNet50E-v3/vggface2/softmax:
+
+| wd value | LFW              | CFP_FF           | CFP_FP           | AgeDB@30         |
+| -------- | ---------------- | ---------------- | ---------------- | ---------------- |
+| 5e-6     | 0.99117+-0.00380 | 0.99100+-0.00279 | 0.94529+-0.01286 | 0.90433+-0.02051 |
+| 5e-5     | 0.99567+-0.00335 | 0.99457+-0.00254 | 0.95743+-0.01183 | 0.92950+-0.01997 |
+| **5e-4** | 0.99783+-0.00211 | 0.99514+-0.00308 | 0.96829+-0.01104 | 0.93833+-0.01517 |
+| 1e-3     | 0.99717+-0.00211 | 0.99414+-0.00303 | 0.96600+-0.01306 | 0.93533+-0.01439 |
+