diff --git a/roles/socks/files/model.json b/roles/socks/files/model.json
index 9b036f5..7e41989 100644
--- a/roles/socks/files/model.json
+++ b/roles/socks/files/model.json
@@ -13,64 +13,64 @@
     {
       "weights": [
         [
-          -0.37777483463287354,
-          0.9682201147079468,
-          1.1632983684539795,
-          0.403016597032547,
-          -0.06706329435110092,
-          0.4671007990837097,
-          1.9528402090072632,
-          1.0839407444000244
+          0.8723189830780029,
+          -0.28635987639427185,
+          5.606326103210449,
+          -0.34782910346984863,
+          -0.14766819775104523,
+          -0.05584539473056793,
+          -2.5032856464385986,
+          -1.0936357975006104
         ],
         [
-          2.8269455432891846,
-          -1.1180901527404785,
-          -1.583853840827942,
-          -0.033238571137189865,
-          -0.03286677971482277,
-          0.27385619282722473,
-          -2.608484983444214,
-          2.6967427730560303
+          -0.7896905541419983,
+          -1.5189374685287476,
+          7.5540080070495605,
+          -0.5686149001121521,
+          -0.02119291014969349,
+          -0.19898463785648346,
+          7.393878936767578,
+          -1.7864083051681519
         ],
         [
-          12.770895957946777,
-          -1.2710047960281372,
-          -1.3638408184051514,
-          0.4412776529788971,
-          -0.13095256686210632,
-          0.5274295806884766,
-          -5.0813398361206055,
-          3.0653464794158936
+          0.6576454639434814,
+          0.41675063967704773,
+          -4.8127970695495605,
+          0.40221333503723145,
+          -0.1497717797756195,
+          0.2080058753490448,
+          -5.432841777801514,
+          1.419681429862976
         ],
         [
-          1.8377684354782104,
-          -1.200817584991455,
-          -2.622912883758545,
-          0.2842104732990265,
-          0.16438351571559906,
-          -0.09524234384298325,
-          -1.3473869562149048,
-          1.7476177215576172
+          1.0033767223358154,
+          4.485500812530518,
+          -6.157896518707275,
+          -0.00892702303826809,
+          0.8085142970085144,
+          0.2730831503868103,
+          -2.456193685531616,
+          3.7790565490722656
         ]
       ],
       "biases": [
-        1.035426139831543,
-        -0.8713827729225159,
-        -0.7595022916793823,
-        -0.6873355507850647
+        2.5431995391845703,
+        -0.5514529943466187,
+        0.5252122282981873,
+        -0.7109556198120117
       ]
     },
     {
       "weights": [
         [
-          -0.5755429863929749,
-          6.970112323760986,
-          10.676271438598633,
-          2.8720338344573975
+          -14.834139823913574,
+          -8.719019889831543,
+          9.261517524719238,
+          11.486119270324707
         ]
       ],
       "biases": [
-        -0.25614088773727417
+        7.661611557006836
       ]
     }
   ],
@@ -85,7 +85,7 @@
   },
   "trainOpts": {
     "activation": "sigmoid",
-    "iterations": 20000,
+    "iterations": 100000,
     "errorThresh": 0.005,
     "log": true,
     "logPeriod": 1000,
diff --git a/roles/socks/files/package.json b/roles/socks/files/package.json
index cef2a48..40b1943 100644
--- a/roles/socks/files/package.json
+++ b/roles/socks/files/package.json
@@ -2,7 +2,7 @@
   "scripts": {
     "build": "tsc main.ts",
     "start": "npm run build && node main.js",
-    "write": "npm run build && node -e 'require(\"./train.js\").writeData(27); process.exit()'",
+    "write": "npm run build && node -e 'require(\"./train.js\").writeData(28); process.exit()'",
     "train": "npm run build && rm -f model.json && node -e 'require(\"./train.js\").train(); process.exit()'"
   },
   "dependencies": {
diff --git a/roles/socks/files/train.ts b/roles/socks/files/train.ts
index aaa0455..8962452 100644
--- a/roles/socks/files/train.ts
+++ b/roles/socks/files/train.ts
@@ -7,10 +7,10 @@ const log = LoggerFactory.getLogger("\t\b\b\b\b\b\b\b")
 log.level = "debug"
 
 const data = [
-  ...JSON.parse(fs.readFileSync("./data.24.json", "utf-8")),
   ...JSON.parse(fs.readFileSync("./data.25.json", "utf-8")),
   ...JSON.parse(fs.readFileSync("./data.26.json", "utf-8")),
   ...JSON.parse(fs.readFileSync("./data.27.json", "utf-8")),
+  ...JSON.parse(fs.readFileSync("./data.28.json", "utf-8")),
 ]
 
 const net = new brain.NeuralNetwork()
@@ -35,7 +35,7 @@ export function train() {
       output: [it.prefer],
     })),
     {
-      iterations: 20000,
+      iterations: 100_000,
       log: it => log.debug(it),
       logPeriod: 1000,
       learningRate: 0.1,
@@ -84,6 +84,7 @@ export function writeData(i: number): void {
 
 const whiteList = [
   "ad.browser.qq.com",
+  "aiqicha.baidu.com",
   "aegis.qq.com",
   "ai.jd.com",
   "aq.qq.com",
diff --git a/tasks/pip.yml b/tasks/pip.yml
index 82e5f53..87fe551 100644
--- a/tasks/pip.yml
+++ b/tasks/pip.yml
@@ -5,7 +5,7 @@
   pip:
     name:
       - black==20.8b1
-      - docker==4.2.1
+      - docker==4.4.4
       - isort==5.7.0
       - yq==2.13.0
     executable: pip3