Update notebook

Author: dillondaudert

benchmark/Benchmarks.ipynb

@@ -107,15 +107,15 @@
      "output_type": "stream",
      "text": [
       "name = \"Fashion MNIST\"\n",
-      "recall(nn, true_nn) = 0.9968800000000001\n",
-      "recall(idx, true_idx) = 0.911199999999999\n",
-      "q_per_sec = 312.67200712455934\n"
+      "recall(nn, true_nn) = 0.9966799999999998\n",
+      "recall(idx, true_idx) = 0.9099999999999993\n",
+      "q_per_sec = 306.35653137860936\n"
      ]
     },
     {
      "data": {
       "text/plain": [
-       "312.67200712455934"
+       "306.35653137860936"
       ]
      },
      "execution_count": 5,
@@ -138,15 +138,15 @@
      "output_type": "stream",
      "text": [
       "name = \"Cosine Random\"\n",
-      "recall(nn, true_nn) = 0.6250399999999964\n",
-      "recall(idx, true_idx) = 0.8749999999999994\n",
-      "q_per_sec = 188.72105219481088\n"
+      "recall(nn, true_nn) = 0.6454999999999979\n",
+      "recall(idx, true_idx) = 0.8749999999999991\n",
+      "q_per_sec = 192.44264434039687\n"
      ]
     },
     {
      "data": {
       "text/plain": [
-       "188.72105219481088"
+       "192.44264434039687"
       ]
      },
      "execution_count": 6,
@@ -171,15 +171,15 @@
      "output_type": "stream",
      "text": [
       "name = \"Hamming Random\"\n",
-      "recall(nn, true_nn) = 0.12610000000000463\n",
-      "recall(idx, true_idx) = 0.8365999999999981\n",
-      "q_per_sec = 195.5048559294746\n"
+      "recall(nn, true_nn) = 0.13036000000000472\n",
+      "recall(idx, true_idx) = 0.8429999999999988\n",
+      "q_per_sec = 193.82943617775595\n"
      ]
     },
     {
      "data": {
       "text/plain": [
-       "195.5048559294746"
+       "193.82943617775595"
       ]
      },
      "execution_count": 7,