update

zk-ml · Aug 25, 2021 · d39fef1 · d39fef1
1 parent 29b6074
commit d39fef1
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Showing 5 changed files with 102 additions and 103 deletions.
diff --git a/eth/demo.ipynb b/eth/demo.ipynb
@@ -3,7 +3,7 @@
   {
    "cell_type": "code",
    "execution_count": 1,
-   "id": "a5691c85",
+   "id": "d67e4546",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -18,7 +18,7 @@
   {
    "cell_type": "code",
    "execution_count": 2,
-   "id": "f7a41f4f",
+   "id": "c50ceb61",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -44,7 +44,7 @@
   {
    "cell_type": "code",
    "execution_count": 3,
-   "id": "2138ebc4",
+   "id": "b19d3ed1",
    "metadata": {},
    "outputs": [
     {
@@ -85,7 +85,7 @@
   {
    "cell_type": "code",
    "execution_count": 4,
-   "id": "827a379e",
+   "id": "c753219e",
    "metadata": {},
    "outputs": [
     {
@@ -105,7 +105,7 @@
   {
    "cell_type": "code",
    "execution_count": 5,
-   "id": "3b9d3002",
+   "id": "93515c3a",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -118,7 +118,7 @@
   {
    "cell_type": "code",
    "execution_count": 6,
-   "id": "97c69fba",
+   "id": "94b24907",
    "metadata": {},
    "outputs": [
     {
@@ -139,7 +139,7 @@
   {
    "cell_type": "code",
    "execution_count": 7,
-   "id": "4bbca5b0",
+   "id": "ffac2ddb",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -151,7 +151,7 @@
   {
    "cell_type": "code",
    "execution_count": 8,
-   "id": "add9e6ca",
+   "id": "cc826e58",
    "metadata": {},
    "outputs": [
     {
@@ -183,26 +183,33 @@
   {
    "cell_type": "code",
    "execution_count": 9,
-   "id": "10e128e2",
+   "id": "863ac375",
    "metadata": {},
    "outputs": [],
    "source": [
     "from scripts import q_model, q_dataset\n",
     "\n",
     "alpha_X = 0\n",
     "beta_X = 8\n",
+    "\n",
     "alpha_W = -1\n",
-    "beta_W = 1\n",
-    "alpha_Y = 2\n",
+    "beta_W = 8\n",
+    "\n",
+    "alpha_Y = 0\n",
     "beta_Y = 8\n",
-    "alpha_Yt = 2\n",
+    "\n",
+    "alpha_Yt = 0\n",
     "beta_Yt = 8\n",
+    "\n",
     "alpha_b = 0\n",
     "beta_b = 8\n",
+    "\n",
     "alpha_R = -1\n",
     "beta_R = 1\n",
+    "\n",
     "alpha_S = 0\n",
     "beta_S = 0.4\n",
+    "\n",
     "m = 20\n",
     "p = 4\n",
     "n = 1"
@@ -211,7 +218,7 @@
   {
    "cell_type": "code",
    "execution_count": 10,
-   "id": "8e0375e9",
+   "id": "dc953a1b",
    "metadata": {},
    "outputs": [
     {
@@ -224,16 +231,8 @@
       "mse assertion passed\n",
       "Mean Squared Error actual:  0.1123029571353145\n",
       "quantized  18403\n",
-      "Mean Squared Error simulated:  0.11229933467618874454\n",
-      "quantized  18402\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "/Users/liaopeiyuan/Documents/GitHub/zkml-core/eth/scripts/quantize_model.py:19: UserWarning: Results are negative, circom may not be happy\n",
-      "  warnings.warn(\"Results are negative, circom may not be happy\")\n"
+      "Mean Squared Error simulated:  0.11232375022889581895\n",
+      "quantized  18406\n"
      ]
     }
    ],
@@ -252,7 +251,7 @@
   {
    "cell_type": "code",
    "execution_count": 11,
-   "id": "f5f109a0",
+   "id": "c82fd740",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -270,7 +269,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "0c402cfd",
+   "id": "ca9063d9",
    "metadata": {},
    "outputs": [],
    "source": []

diff --git a/eth/quantized_dataset.json b/eth/quantized_dataset.json
@@ -1,74 +1,74 @@
 {
-  "out": 18402,
+  "out": 18844,
   "sR2sSq_numerator": 5,
   "sR2sSq_denominator": 32766,
   "z_R": 32770,
   "z_Sq": 4,
   "Yt_q": [
     [
-      38231
+      45057
     ],
     [
-      37139
+      44238
     ],
     [
-      32770
+      40962
     ],
     [
-      56798
+      58983
     ],
     [
-      54614
+      57344
     ],
     [
-      46969
+      51610
     ],
     [
-      45876
+      50791
     ],
     [
-      38231
+      45057
     ],
     [
-      46969
+      51610
     ],
     [
-      31678
+      40142
     ],
     [
-      49153
+      53249
     ],
     [
-      34954
+      42600
     ],
     [
-      37139
+      44238
     ],
     [
-      62259
+      63079
     ],
     [
-      44784
+      49972
     ],
     [
-      48061
+      52430
     ],
     [
-      39323
+      45876
     ],
     [
-      40415
+      46696
     ],
     [
-      26217
+      36047
     ],
     [
-      44784
+      49972
     ]
   ],
-  "sYsR_numerator": 3,
+  "sYsR_numerator": 4,
   "sYsR_denominator": 1,
-  "sYtsR_numerator": 3,
+  "sYtsR_numerator": 4,
   "sYtsR_denominator": 1,
   "constant": 32770,
   "X_q": [
@@ -193,31 +193,12 @@
       16387
     ]
   ],
-  "W_q": [
-    [
-      54097
-    ],
-    [
-      57560
-    ],
-    [
-      16638
-    ],
-    [
-      27056
-    ]
-  ],
-  "b_q": [
-    [
-      14438
-    ]
-  ],
   "z_X": 4,
-  "z_W": 32770,
+  "z_W": 7285,
   "z_b": 4,
-  "z_Y": 21888242871839275222246405745257275088548364400416034343698204186575808517457,
-  "sbsY_numerator": 4,
-  "sbsY_denominator": 3,
-  "sXsWsY_numerator": 2,
-  "sXsWsY_denominator": 49149
+  "z_Y": 4,
+  "sbsY_numerator": 1,
+  "sbsY_denominator": 1,
+  "sXsWsY_numerator": 3,
+  "sXsWsY_denominator": 21844
 }