Reduce iterations

wizawu · Nov 14, 2023 · 560fe3d · 560fe3d
1 parent b0f5a1f
commit 560fe3d
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Showing 4 changed files with 47 additions and 47 deletions.
diff --git a/roles/socks/files/model.json b/roles/socks/files/model.json
@@ -13,64 +13,64 @@
     {
       "weights": [
         [
-          9.254154205322266,
-          3.226205825805664,
-          -0.10864460468292236,
-          -0.7786291241645813,
-          1.0749684572219849,
-          0.7949228882789612,
-          2.1225788593292236,
-          1.516159176826477
+          -1.601542592048645,
+          0.280438095331192,
+          -0.3370862603187561,
+          5.825273036956787,
+          -0.10501962155103683,
+          0.19559019804000854,
+          -2.3855350017547607,
+          -3.8312666416168213
         ],
         [
-          -2.2315673828125,
-          -0.4349869191646576,
-          -0.9913473129272461,
-          5.486702919006348,
-          -2.222933292388916,
-          6.3236212730407715,
-          -2.160618305206299,
-          4.335207462310791
+          -82.07138061523438,
+          -1.832046389579773,
+          3.3260951042175293,
+          -0.04208007827401161,
+          0.2720280885696411,
+          -0.5344769358634949,
+          23.249326705932617,
+          -2.0852396488189697
         ],
         [
-          3.649057626724243,
-          0.7811000347137451,
-          0.18399403989315033,
-          0.8720407485961914,
-          0.4192882180213928,
-          -1.1314951181411743,
-          1.2625271081924438,
-          -1.783936619758606
+          8.754728317260742,
+          -1.863292932510376,
+          0.6677490472793579,
+          -3.4426403045654297,
+          0.70823073387146,
+          -0.07435189932584763,
+          6.056069850921631,
+          -0.02483324147760868
         ],
         [
-          -3.9054038524627686,
-          -3.3554959297180176,
-          1.6739517450332642,
-          2.4722161293029785,
-          -0.12326213717460632,
-          -1.036186695098877,
-          2.8382656574249268,
-          -2.441895008087158
+          16.52118492126465,
+          1.4305920600891113,
+          -0.8690280914306641,
+          -0.46929383277893066,
+          1.4635859727859497,
+          0.38055717945098877,
+          4.6355791091918945,
+          0.6447180509567261
         ]
       ],
       "biases": [
-        -3.4684717655181885,
-        0.47295334935188293,
-        -2.953230619430542,
-        3.0617027282714844
+        -2.0559568405151367,
+        3.6629557609558105,
+        6.309120178222656,
+        -4.285314083099365
       ]
     },
     {
       "weights": [
         [
-          3.192861557006836,
-          1.744760274887085,
-          -0.8989359736442566,
-          -3.640486240386963
+          10.071906089782715,
+          -12.097213745117188,
+          -8.988085746765137,
+          12.723011016845703
         ]
       ],
       "biases": [
-        -2.5797712802886963
+        5.716348171234131
       ]
     }
   ],
@@ -85,7 +85,7 @@
   },
   "trainOpts": {
     "activation": "sigmoid",
-    "iterations": 80000,
+    "iterations": 20000,
     "errorThresh": 0.005,
     "log": true,
     "logPeriod": 1000,

diff --git 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(22); process.exit()'",
+    "write": "npm run build && node -e 'require(\"./train.js\").writeData(23); 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/store.ts b/roles/socks/files/store.ts
@@ -19,7 +19,7 @@ const log = LoggerFactory.getLogger("\t\b\b\b\b\b\b\b")
 
 let online = true
 setInterval(() => {
-  const child = spawnSync("curl", "-I -L -m 3 http://223.5.5.5/".split(" "))
+  const child = spawnSync("curl", "-I -m 5 http://223.5.5.5/".split(" "))
   online = child.status === 0
   if (!online) {
     log.warn("I am offline")

diff --git 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.19.json", "utf-8")),
   ...JSON.parse(fs.readFileSync("./data.20.json", "utf-8")),
   ...JSON.parse(fs.readFileSync("./data.21.json", "utf-8")),
   ...JSON.parse(fs.readFileSync("./data.22.json", "utf-8")),
+  ...JSON.parse(fs.readFileSync("./data.23.json", "utf-8")),
 ]
 
 const net = new brain.NeuralNetwork()
@@ -35,7 +35,7 @@ export function train() {
       output: [it.prefer],
     })),
     {
-      iterations: 80000,
+      iterations: 20000,
       log: it => log.debug(it),
       logPeriod: 1000,
       learningRate: 0.1,
@@ -75,7 +75,7 @@ export function writeData(i: number): void {
     if (whiteList.includes(site)) {
       prefer = 0
     } else if (blackList.includes(site)) {
-      prefer = 1
+      prefer = 9
     }
     buffer.push(JSON.stringify({ site, err0, err1, spd0, spd1, blk0, blk1, bw0, bw1, prefer }))
   })