Untitled.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 0 loss is 0.3949264883995056\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "target(0,0) Expected: 0 0.909\n",
      "target(0,1) Expected: 0 0.962\n",
      "target(0,2) Expected: 0 0.811\n",
      "target(0,3) Expected: 0 0.811\n",
      "target(0,4) Expected: 0 0.811\n",
      "target(0,5) Expected: 0 0.811\n",
      "target(0,6) Expected: 0 0.811\n",
      "target(0,7) Expected: 0 0.811\n",
      "target(0,8) Expected: 0 0.811\n",
      "target(0,9) Expected: 0 0.811\n",
      "target(1,0) Expected: 1 0.746\n",
      "target(1,1) Expected: 0 0.000\n",
      "target(1,2) Expected: 0 0.716\n",
      "target(1,3) Expected: 0 0.000\n",
      "target(1,4) Expected: 0 0.000\n",
      "target(1,5) Expected: 0 0.000\n",
      "target(1,6) Expected: 0 0.000\n",
      "target(1,7) Expected: 0 0.000\n",
      "target(1,8) Expected: 0 0.000\n",
      "target(1,9) Expected: 0 0.000\n",
      "target(2,0) Expected: 0 0.196\n",
      "target(2,1) Expected: 1 0.348\n",
      "target(2,2) Expected: 0 0.000\n",
      "target(2,3) Expected: 0 0.716\n",
      "target(2,4) Expected: 0 0.000\n",
      "target(2,5) Expected: 0 0.000\n",
      "target(2,6) Expected: 0 0.000\n",
      "target(2,7) Expected: 0 0.000\n",
      "target(2,8) Expected: 0 0.000\n",
      "target(2,9) Expected: 0 0.000\n",
      "target(3,0) Expected: 0 0.196\n",
      "target(3,1) Expected: 0 0.000\n",
      "target(3,2) Expected: 1 0.348\n",
      "target(3,3) Expected: 0 0.000\n",
      "target(3,4) Expected: 0 0.716\n",
      "target(3,5) Expected: 0 0.000\n",
      "target(3,6) Expected: 0 0.000\n",
      "target(3,7) Expected: 0 0.000\n",
      "target(3,8) Expected: 0 0.000\n",
      "target(3,9) Expected: 0 0.000\n",
      "target(4,0) Expected: 0 0.196\n",
      "target(4,1) Expected: 0 0.000\n",
      "target(4,2) Expected: 0 0.000\n",
      "target(4,3) Expected: 1 0.348\n",
      "target(4,4) Expected: 0 0.000\n",
      "target(4,5) Expected: 0 0.716\n",
      "target(4,6) Expected: 0 0.000\n",
      "target(4,7) Expected: 0 0.000\n",
      "target(4,8) Expected: 0 0.000\n",
      "target(4,9) Expected: 0 0.000\n",
      "target(5,0) Expected: 0 0.196\n",
      "target(5,1) Expected: 0 0.000\n",
      "target(5,2) Expected: 0 0.000\n",
      "target(5,3) Expected: 0 0.000\n",
      "target(5,4) Expected: 1 0.348\n",
      "target(5,5) Expected: 0 0.000\n",
      "target(5,6) Expected: 0 0.716\n",
      "target(5,7) Expected: 0 0.000\n",
      "target(5,8) Expected: 0 0.000\n",
      "target(5,9) Expected: 0 0.000\n",
      "target(6,0) Expected: 0 0.196\n",
      "target(6,1) Expected: 0 0.000\n",
      "target(6,2) Expected: 0 0.000\n",
      "target(6,3) Expected: 0 0.000\n",
      "target(6,4) Expected: 0 0.000\n",
      "target(6,5) Expected: 1 0.348\n",
      "target(6,6) Expected: 0 0.000\n",
      "target(6,7) Expected: 0 0.716\n",
      "target(6,8) Expected: 0 0.000\n",
      "target(6,9) Expected: 0 0.000\n",
      "target(7,0) Expected: 0 0.196\n",
      "target(7,1) Expected: 0 0.000\n",
      "target(7,2) Expected: 0 0.000\n",
      "target(7,3) Expected: 0 0.000\n",
      "target(7,4) Expected: 0 0.000\n",
      "target(7,5) Expected: 0 0.000\n",
      "target(7,6) Expected: 1 0.348\n",
      "target(7,7) Expected: 0 0.000\n",
      "target(7,8) Expected: 0 0.716\n",
      "target(7,9) Expected: 0 0.000\n",
      "target(8,0) Expected: 0 0.196\n",
      "target(8,1) Expected: 0 0.000\n",
      "target(8,2) Expected: 0 0.000\n",
      "target(8,3) Expected: 0 0.000\n",
      "target(8,4) Expected: 0 0.000\n",
      "target(8,5) Expected: 0 0.000\n",
      "target(8,6) Expected: 0 0.000\n",
      "target(8,7) Expected: 1 0.348\n",
      "target(8,8) Expected: 0 0.000\n",
      "target(8,9) Expected: 0 0.716\n",
      "target(9,0) Expected: 0 0.196\n",
      "target(9,1) Expected: 0 0.000\n",
      "target(9,2) Expected: 0 0.000\n",
      "target(9,3) Expected: 0 0.000\n",
      "target(9,4) Expected: 0 0.000\n",
      "target(9,5) Expected: 0 0.000\n",
      "target(9,6) Expected: 0 0.000\n",
      "target(9,7) Expected: 0 0.000\n",
      "target(9,8) Expected: 1 0.348\n",
      "target(9,9) Expected: 0 0.000\n",
      "----------------------------\n",
      "target(X_0,X_1)\n",
      "weight is 0.06085522472858429\n",
      "target(X_0,X_1) -> succ(X_0,X_0),succ(X_1,X_0)\n",
      "None\n",
      "weight is 0.0671423003077507\n",
      "target(X_0,X_1) -> succ(X_0,X_0),zero(X_0)\n",
      "None\n",
      "weight is 0.11813030391931534\n",
      "target(X_0,X_1) -> succ(X_0,X_1),succ(X_0,X_1)\n",
      "None\n",
      "weight is 0.05689164996147156\n",
      "target(X_0,X_1) -> succ(X_0,X_1),succ(X_1,X_1)\n",
      "None\n",
      "weight is 0.08598250150680542\n",
      "target(X_0,X_1) -> succ(X_0,X_1),zero(X_1)\n",
      "None\n",
      "weight is 0.06442379951477051\n",
      "target(X_0,X_1) -> succ(X_1,X_0),zero(X_1)\n",
      "None\n",
      "weight is 0.05503811314702034\n",
      "target(X_0,X_1) -> succ(X_1,X_1),zero(X_0)\n",
      "None\n",
      "weight is 0.08254843950271606\n",
      "target(X_0,X_1) -> succ(X_1,X_1),zero(X_1)\n",
      "None\n",
      "weight is 0.15326198935508728\n",
      "target(X_0,X_1) -> zero(X_0),zero(X_0)\n",
      "None\n",
      "----------------------------\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 1 loss is 0.374045193195343\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 2 loss is 0.3540254831314087\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 3 loss is 0.33484482765197754\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 4 loss is 0.31648021936416626\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 5 loss is 0.298909068107605\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "target(0,0) Expected: 0 0.844\n",
      "target(0,1) Expected: 0 0.904\n",
      "target(0,2) Expected: 0 0.681\n",
      "target(0,3) Expected: 0 0.681\n",
      "target(0,4) Expected: 0 0.681\n",
      "target(0,5) Expected: 0 0.681\n",
      "target(0,6) Expected: 0 0.681\n",
      "target(0,7) Expected: 0 0.681\n",
      "target(0,8) Expected: 0 0.681\n",
      "target(0,9) Expected: 0 0.681\n",
      "target(1,0) Expected: 1 0.797\n",
      "target(1,1) Expected: 0 0.000\n",
      "target(1,2) Expected: 0 0.627\n",
      "target(1,3) Expected: 0 0.000\n",
      "target(1,4) Expected: 0 0.000\n",
      "target(1,5) Expected: 0 0.000\n",
      "target(1,6) Expected: 0 0.000\n",
      "target(1,7) Expected: 0 0.000\n",
      "target(1,8) Expected: 0 0.000\n",
      "target(1,9) Expected: 0 0.000\n",
      "target(2,0) Expected: 0 0.195\n",
      "target(2,1) Expected: 1 0.433\n",
      "target(2,2) Expected: 0 0.000\n",
      "target(2,3) Expected: 0 0.627\n",
      "target(2,4) Expected: 0 0.000\n",
      "target(2,5) Expected: 0 0.000\n",
      "target(2,6) Expected: 0 0.000\n",
      "target(2,7) Expected: 0 0.000\n",
      "target(2,8) Expected: 0 0.000\n",
      "target(2,9) Expected: 0 0.000\n",
      "target(3,0) Expected: 0 0.195\n",
      "target(3,1) Expected: 0 0.000\n",
      "target(3,2) Expected: 1 0.433\n",
      "target(3,3) Expected: 0 0.000\n",
      "target(3,4) Expected: 0 0.627\n",
      "target(3,5) Expected: 0 0.000\n",
      "target(3,6) Expected: 0 0.000\n",
      "target(3,7) Expected: 0 0.000\n",
      "target(3,8) Expected: 0 0.000\n",
      "target(3,9) Expected: 0 0.000\n",
      "target(4,0) Expected: 0 0.195\n",
      "target(4,1) Expected: 0 0.000\n",
      "target(4,2) Expected: 0 0.000\n",
      "target(4,3) Expected: 1 0.433\n",
      "target(4,4) Expected: 0 0.000\n",
      "target(4,5) Expected: 0 0.627\n",
      "target(4,6) Expected: 0 0.000\n",
      "target(4,7) Expected: 0 0.000\n",
      "target(4,8) Expected: 0 0.000\n",
      "target(4,9) Expected: 0 0.000\n",
      "target(5,0) Expected: 0 0.195\n",
      "target(5,1) Expected: 0 0.000\n",
      "target(5,2) Expected: 0 0.000\n",
      "target(5,3) Expected: 0 0.000\n",
      "target(5,4) Expected: 1 0.433\n",
      "target(5,5) Expected: 0 0.000\n",
      "target(5,6) Expected: 0 0.627\n",
      "target(5,7) Expected: 0 0.000\n",
      "target(5,8) Expected: 0 0.000\n",
      "target(5,9) Expected: 0 0.000\n",
      "target(6,0) Expected: 0 0.195\n",
      "target(6,1) Expected: 0 0.000\n",
      "target(6,2) Expected: 0 0.000\n",
      "target(6,3) Expected: 0 0.000\n",
      "target(6,4) Expected: 0 0.000\n",
      "target(6,5) Expected: 1 0.433\n",
      "target(6,6) Expected: 0 0.000\n",
      "target(6,7) Expected: 0 0.627\n",
      "target(6,8) Expected: 0 0.000\n",
      "target(6,9) Expected: 0 0.000\n",
      "target(7,0) Expected: 0 0.195\n",
      "target(7,1) Expected: 0 0.000\n",
      "target(7,2) Expected: 0 0.000\n",
      "target(7,3) Expected: 0 0.000\n",
      "target(7,4) Expected: 0 0.000\n",
      "target(7,5) Expected: 0 0.000\n",
      "target(7,6) Expected: 1 0.433\n",
      "target(7,7) Expected: 0 0.000\n",
      "target(7,8) Expected: 0 0.627\n",
      "target(7,9) Expected: 0 0.000\n",
      "target(8,0) Expected: 0 0.195\n",
      "target(8,1) Expected: 0 0.000\n",
      "target(8,2) Expected: 0 0.000\n",
      "target(8,3) Expected: 0 0.000\n",
      "target(8,4) Expected: 0 0.000\n",
      "target(8,5) Expected: 0 0.000\n",
      "target(8,6) Expected: 0 0.000\n",
      "target(8,7) Expected: 1 0.433\n",
      "target(8,8) Expected: 0 0.000\n",
      "target(8,9) Expected: 0 0.627\n",
      "target(9,0) Expected: 0 0.195\n",
      "target(9,1) Expected: 0 0.000\n",
      "target(9,2) Expected: 0 0.000\n",
      "target(9,3) Expected: 0 0.000\n",
      "target(9,4) Expected: 0 0.000\n",
      "target(9,5) Expected: 0 0.000\n",
      "target(9,6) Expected: 0 0.000\n",
      "target(9,7) Expected: 0 0.000\n",
      "target(9,8) Expected: 1 0.433\n",
      "target(9,9) Expected: 0 0.000\n",
      "----------------------------\n",
      "target(X_0,X_1)\n",
      "weight is 0.06615129113197327\n",
      "target(X_0,X_1) -> succ(X_0,X_0),succ(X_1,X_0)\n",
      "None\n",
      "weight is 0.0733252763748169\n",
      "target(X_0,X_1) -> succ(X_0,X_0),zero(X_0)\n",
      "None\n",
      "weight is 0.09399550408124924\n",
      "target(X_0,X_1) -> succ(X_0,X_1),succ(X_0,X_1)\n",
      "None\n",
      "weight is 0.061662495136260986\n",
      "target(X_0,X_1) -> succ(X_0,X_1),succ(X_1,X_1)\n",
      "None\n",
      "weight is 0.09522619843482971\n",
      "target(X_0,X_1) -> succ(X_0,X_1),zero(X_1)\n",
      "None\n",
      "weight is 0.05515080690383911\n",
      "target(X_0,X_1) -> succ(X_1,X_0),succ(X_1,X_0)\n",
      "None\n",
      "weight is 0.07073765248060226\n",
      "target(X_0,X_1) -> succ(X_1,X_0),zero(X_1)\n",
      "None\n",
      "weight is 0.059572283178567886\n",
      "target(X_0,X_1) -> succ(X_1,X_1),zero(X_0)\n",
      "None\n",
      "weight is 0.09118857234716415\n",
      "target(X_0,X_1) -> succ(X_1,X_1),zero(X_1)\n",
      "None\n",
      "weight is 0.10791294276714325\n",
      "target(X_0,X_1) -> zero(X_0),zero(X_0)\n",
      "None\n",
      "----------------------------\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 6 loss is 0.28210753202438354\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 7 loss is 0.26605159044265747\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 8 loss is 0.25071650743484497\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 9 loss is 0.23607739806175232\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 10 loss is 0.22210998833179474\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "target(0,0) Expected: 0 0.772\n",
      "target(0,1) Expected: 0 0.813\n",
      "target(0,2) Expected: 0 0.546\n",
      "target(0,3) Expected: 0 0.546\n",
      "target(0,4) Expected: 0 0.546\n",
      "target(0,5) Expected: 0 0.546\n",
      "target(0,6) Expected: 0 0.546\n",
      "target(0,7) Expected: 0 0.546\n",
      "target(0,8) Expected: 0 0.546\n",
      "target(0,9) Expected: 0 0.546\n",
      "target(1,0) Expected: 1 0.844\n",
      "target(1,1) Expected: 0 0.000\n",
      "target(1,2) Expected: 0 0.523\n",
      "target(1,3) Expected: 0 0.000\n",
      "target(1,4) Expected: 0 0.000\n",
      "target(1,5) Expected: 0 0.000\n",
      "target(1,6) Expected: 0 0.000\n",
      "target(1,7) Expected: 0 0.000\n",
      "target(1,8) Expected: 0 0.000\n",
      "target(1,9) Expected: 0 0.000\n",
      "target(2,0) Expected: 0 0.185\n",
      "target(2,1) Expected: 1 0.535\n",
      "target(2,2) Expected: 0 0.000\n",
      "target(2,3) Expected: 0 0.523\n",
      "target(2,4) Expected: 0 0.000\n",
      "target(2,5) Expected: 0 0.000\n",
      "target(2,6) Expected: 0 0.000\n",
      "target(2,7) Expected: 0 0.000\n",
      "target(2,8) Expected: 0 0.000\n",
      "target(2,9) Expected: 0 0.000\n",
      "target(3,0) Expected: 0 0.185\n",
      "target(3,1) Expected: 0 0.000\n",
      "target(3,2) Expected: 1 0.535\n",
      "target(3,3) Expected: 0 0.000\n",
      "target(3,4) Expected: 0 0.523\n",
      "target(3,5) Expected: 0 0.000\n",
      "target(3,6) Expected: 0 0.000\n",
      "target(3,7) Expected: 0 0.000\n",
      "target(3,8) Expected: 0 0.000\n",
      "target(3,9) Expected: 0 0.000\n",
      "target(4,0) Expected: 0 0.185\n",
      "target(4,1) Expected: 0 0.000\n",
      "target(4,2) Expected: 0 0.000\n",
      "target(4,3) Expected: 1 0.535\n",
      "target(4,4) Expected: 0 0.000\n",
      "target(4,5) Expected: 0 0.523\n",
      "target(4,6) Expected: 0 0.000\n",
      "target(4,7) Expected: 0 0.000\n",
      "target(4,8) Expected: 0 0.000\n",
      "target(4,9) Expected: 0 0.000\n",
      "target(5,0) Expected: 0 0.185\n",
      "target(5,1) Expected: 0 0.000\n",
      "target(5,2) Expected: 0 0.000\n",
      "target(5,3) Expected: 0 0.000\n",
      "target(5,4) Expected: 1 0.535\n",
      "target(5,5) Expected: 0 0.000\n",
      "target(5,6) Expected: 0 0.523\n",
      "target(5,7) Expected: 0 0.000\n",
      "target(5,8) Expected: 0 0.000\n",
      "target(5,9) Expected: 0 0.000\n",
      "target(6,0) Expected: 0 0.185\n",
      "target(6,1) Expected: 0 0.000\n",
      "target(6,2) Expected: 0 0.000\n",
      "target(6,3) Expected: 0 0.000\n",
      "target(6,4) Expected: 0 0.000\n",
      "target(6,5) Expected: 1 0.535\n",
      "target(6,6) Expected: 0 0.000\n",
      "target(6,7) Expected: 0 0.523\n",
      "target(6,8) Expected: 0 0.000\n",
      "target(6,9) Expected: 0 0.000\n",
      "target(7,0) Expected: 0 0.185\n",
      "target(7,1) Expected: 0 0.000\n",
      "target(7,2) Expected: 0 0.000\n",
      "target(7,3) Expected: 0 0.000\n",
      "target(7,4) Expected: 0 0.000\n",
      "target(7,5) Expected: 0 0.000\n",
      "target(7,6) Expected: 1 0.535\n",
      "target(7,7) Expected: 0 0.000\n",
      "target(7,8) Expected: 0 0.523\n",
      "target(7,9) Expected: 0 0.000\n",
      "target(8,0) Expected: 0 0.185\n",
      "target(8,1) Expected: 0 0.000\n",
      "target(8,2) Expected: 0 0.000\n",
      "target(8,3) Expected: 0 0.000\n",
      "target(8,4) Expected: 0 0.000\n",
      "target(8,5) Expected: 0 0.000\n",
      "target(8,6) Expected: 0 0.000\n",
      "target(8,7) Expected: 1 0.535\n",
      "target(8,8) Expected: 0 0.000\n",
      "target(8,9) Expected: 0 0.523\n",
      "target(9,0) Expected: 0 0.185\n",
      "target(9,1) Expected: 0 0.000\n",
      "target(9,2) Expected: 0 0.000\n",
      "target(9,3) Expected: 0 0.000\n",
      "target(9,4) Expected: 0 0.000\n",
      "target(9,5) Expected: 0 0.000\n",
      "target(9,6) Expected: 0 0.000\n",
      "target(9,7) Expected: 0 0.000\n",
      "target(9,8) Expected: 1 0.535\n",
      "target(9,9) Expected: 0 0.000\n",
      "----------------------------\n",
      "target(X_0,X_1)\n",
      "weight is 0.06966657191514969\n",
      "target(X_0,X_1) -> succ(X_0,X_0),succ(X_1,X_0)\n",
      "None\n",
      "weight is 0.07757466286420822\n",
      "target(X_0,X_1) -> succ(X_0,X_0),zero(X_0)\n",
      "None\n",
      "weight is 0.07144341617822647\n",
      "target(X_0,X_1) -> succ(X_0,X_1),succ(X_0,X_1)\n",
      "None\n",
      "weight is 0.06475476920604706\n",
      "target(X_0,X_1) -> succ(X_0,X_1),succ(X_1,X_1)\n",
      "None\n",
      "weight is 0.10216714441776276\n",
      "target(X_0,X_1) -> succ(X_0,X_1),zero(X_1)\n",
      "None\n",
      "weight is 0.0737546905875206\n",
      "target(X_0,X_1) -> succ(X_1,X_0),succ(X_1,X_0)\n",
      "None\n",
      "weight is 0.07530847936868668\n",
      "target(X_0,X_1) -> succ(X_1,X_0),zero(X_1)\n",
      "None\n",
      "weight is 0.06247706338763237\n",
      "target(X_0,X_1) -> succ(X_1,X_1),zero(X_0)\n",
      "None\n",
      "weight is 0.09758157283067703\n",
      "target(X_0,X_1) -> succ(X_1,X_1),zero(X_1)\n",
      "None\n",
      "weight is 0.07591935992240906\n",
      "target(X_0,X_1) -> zero(X_0),zero(X_0)\n",
      "None\n",
      "----------------------------\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 11 loss is 0.208790585398674\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 12 loss is 0.19609682261943817\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 13 loss is 0.18400783836841583\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 14 loss is 0.1725044846534729\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 15 loss is 0.1615695059299469\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "target(0,0) Expected: 0 0.696\n",
      "target(0,1) Expected: 0 0.700\n",
      "target(0,2) Expected: 0 0.423\n",
      "target(0,3) Expected: 0 0.423\n",
      "target(0,4) Expected: 0 0.423\n",
      "target(0,5) Expected: 0 0.423\n",
      "target(0,6) Expected: 0 0.423\n",
      "target(0,7) Expected: 0 0.423\n",
      "target(0,8) Expected: 0 0.423\n",
      "target(0,9) Expected: 0 0.423\n",
      "target(1,0) Expected: 1 0.888\n",
      "target(1,1) Expected: 0 0.000\n",
      "target(1,2) Expected: 0 0.419\n",
      "target(1,3) Expected: 0 0.000\n",
      "target(1,4) Expected: 0 0.000\n",
      "target(1,5) Expected: 0 0.000\n",
      "target(1,6) Expected: 0 0.000\n",
      "target(1,7) Expected: 0 0.000\n",
      "target(1,8) Expected: 0 0.000\n",
      "target(1,9) Expected: 0 0.000\n",
      "target(2,0) Expected: 0 0.170\n",
      "target(2,1) Expected: 1 0.653\n",
      "target(2,2) Expected: 0 0.000\n",
      "target(2,3) Expected: 0 0.419\n",
      "target(2,4) Expected: 0 0.000\n",
      "target(2,5) Expected: 0 0.000\n",
      "target(2,6) Expected: 0 0.000\n",
      "target(2,7) Expected: 0 0.000\n",
      "target(2,8) Expected: 0 0.000\n",
      "target(2,9) Expected: 0 0.000\n",
      "target(3,0) Expected: 0 0.170\n",
      "target(3,1) Expected: 0 0.000\n",
      "target(3,2) Expected: 1 0.653\n",
      "target(3,3) Expected: 0 0.000\n",
      "target(3,4) Expected: 0 0.419\n",
      "target(3,5) Expected: 0 0.000\n",
      "target(3,6) Expected: 0 0.000\n",
      "target(3,7) Expected: 0 0.000\n",
      "target(3,8) Expected: 0 0.000\n",
      "target(3,9) Expected: 0 0.000\n",
      "target(4,0) Expected: 0 0.170\n",
      "target(4,1) Expected: 0 0.000\n",
      "target(4,2) Expected: 0 0.000\n",
      "target(4,3) Expected: 1 0.653\n",
      "target(4,4) Expected: 0 0.000\n",
      "target(4,5) Expected: 0 0.419\n",
      "target(4,6) Expected: 0 0.000\n",
      "target(4,7) Expected: 0 0.000\n",
      "target(4,8) Expected: 0 0.000\n",
      "target(4,9) Expected: 0 0.000\n",
      "target(5,0) Expected: 0 0.170\n",
      "target(5,1) Expected: 0 0.000\n",
      "target(5,2) Expected: 0 0.000\n",
      "target(5,3) Expected: 0 0.000\n",
      "target(5,4) Expected: 1 0.653\n",
      "target(5,5) Expected: 0 0.000\n",
      "target(5,6) Expected: 0 0.419\n",
      "target(5,7) Expected: 0 0.000\n",
      "target(5,8) Expected: 0 0.000\n",
      "target(5,9) Expected: 0 0.000\n",
      "target(6,0) Expected: 0 0.170\n",
      "target(6,1) Expected: 0 0.000\n",
      "target(6,2) Expected: 0 0.000\n",
      "target(6,3) Expected: 0 0.000\n",
      "target(6,4) Expected: 0 0.000\n",
      "target(6,5) Expected: 1 0.653\n",
      "target(6,6) Expected: 0 0.000\n",
      "target(6,7) Expected: 0 0.419\n",
      "target(6,8) Expected: 0 0.000\n",
      "target(6,9) Expected: 0 0.000\n",
      "target(7,0) Expected: 0 0.170\n",
      "target(7,1) Expected: 0 0.000\n",
      "target(7,2) Expected: 0 0.000\n",
      "target(7,3) Expected: 0 0.000\n",
      "target(7,4) Expected: 0 0.000\n",
      "target(7,5) Expected: 0 0.000\n",
      "target(7,6) Expected: 1 0.653\n",
      "target(7,7) Expected: 0 0.000\n",
      "target(7,8) Expected: 0 0.419\n",
      "target(7,9) Expected: 0 0.000\n",
      "target(8,0) Expected: 0 0.170\n",
      "target(8,1) Expected: 0 0.000\n",
      "target(8,2) Expected: 0 0.000\n",
      "target(8,3) Expected: 0 0.000\n",
      "target(8,4) Expected: 0 0.000\n",
      "target(8,5) Expected: 0 0.000\n",
      "target(8,6) Expected: 0 0.000\n",
      "target(8,7) Expected: 1 0.653\n",
      "target(8,8) Expected: 0 0.000\n",
      "target(8,9) Expected: 0 0.419\n",
      "target(9,0) Expected: 0 0.170\n",
      "target(9,1) Expected: 0 0.000\n",
      "target(9,2) Expected: 0 0.000\n",
      "target(9,3) Expected: 0 0.000\n",
      "target(9,4) Expected: 0 0.000\n",
      "target(9,5) Expected: 0 0.000\n",
      "target(9,6) Expected: 0 0.000\n",
      "target(9,7) Expected: 0 0.000\n",
      "target(9,8) Expected: 1 0.653\n",
      "target(9,9) Expected: 0 0.000\n",
      "----------------------------\n",
      "target(X_0,X_1)\n",
      "weight is 0.07124917954206467\n",
      "target(X_0,X_1) -> succ(X_0,X_0),succ(X_1,X_0)\n",
      "None\n",
      "weight is 0.07967886328697205\n",
      "target(X_0,X_1) -> succ(X_0,X_0),zero(X_0)\n",
      "None\n",
      "weight is 0.05290621891617775\n",
      "target(X_0,X_1) -> succ(X_0,X_1),succ(X_0,X_1)\n",
      "None\n",
      "weight is 0.06604961305856705\n",
      "target(X_0,X_1) -> succ(X_0,X_1),succ(X_1,X_1)\n",
      "None\n",
      "weight is 0.10636091232299805\n",
      "target(X_0,X_1) -> succ(X_0,X_1),zero(X_1)\n",
      "None\n",
      "weight is 0.10043187439441681\n",
      "target(X_0,X_1) -> succ(X_1,X_0),succ(X_1,X_0)\n",
      "None\n",
      "weight is 0.07786993682384491\n",
      "target(X_0,X_1) -> succ(X_1,X_0),zero(X_1)\n",
      "None\n",
      "weight is 0.0636477991938591\n",
      "target(X_0,X_1) -> succ(X_1,X_1),zero(X_0)\n",
      "None\n",
      "weight is 0.10133131593465805\n",
      "target(X_0,X_1) -> succ(X_1,X_1),zero(X_1)\n",
      "None\n",
      "weight is 0.05351940914988518\n",
      "target(X_0,X_1) -> zero(X_0),zero(X_0)\n",
      "None\n",
      "----------------------------\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 16 loss is 0.15118736028671265\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 17 loss is 0.14134415984153748\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 18 loss is 0.13202720880508423\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 19 loss is 0.12322467565536499\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 20 loss is 0.1149250715970993\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "target(0,0) Expected: 0 0.620\n",
      "target(0,1) Expected: 0 0.580\n",
      "target(0,2) Expected: 0 0.320\n",
      "target(0,3) Expected: 0 0.320\n",
      "target(0,4) Expected: 0 0.320\n",
      "target(0,5) Expected: 0 0.320\n",
      "target(0,6) Expected: 0 0.320\n",
      "target(0,7) Expected: 0 0.320\n",
      "target(0,8) Expected: 0 0.320\n",
      "target(0,9) Expected: 0 0.320\n",
      "target(1,0) Expected: 1 0.929\n",
      "target(1,1) Expected: 0 0.000\n",
      "target(1,2) Expected: 0 0.325\n",
      "target(1,3) Expected: 0 0.000\n",
      "target(1,4) Expected: 0 0.000\n",
      "target(1,5) Expected: 0 0.000\n",
      "target(1,6) Expected: 0 0.000\n",
      "target(1,7) Expected: 0 0.000\n",
      "target(1,8) Expected: 0 0.000\n",
      "target(1,9) Expected: 0 0.000\n",
      "target(2,0) Expected: 0 0.149\n",
      "target(2,1) Expected: 1 0.773\n",
      "target(2,2) Expected: 0 0.000\n",
      "target(2,3) Expected: 0 0.325\n",
      "target(2,4) Expected: 0 0.000\n",
      "target(2,5) Expected: 0 0.000\n",
      "target(2,6) Expected: 0 0.000\n",
      "target(2,7) Expected: 0 0.000\n",
      "target(2,8) Expected: 0 0.000\n",
      "target(2,9) Expected: 0 0.000\n",
      "target(3,0) Expected: 0 0.149\n",
      "target(3,1) Expected: 0 0.000\n",
      "target(3,2) Expected: 1 0.773\n",
      "target(3,3) Expected: 0 0.000\n",
      "target(3,4) Expected: 0 0.325\n",
      "target(3,5) Expected: 0 0.000\n",
      "target(3,6) Expected: 0 0.000\n",
      "target(3,7) Expected: 0 0.000\n",
      "target(3,8) Expected: 0 0.000\n",
      "target(3,9) Expected: 0 0.000\n",
      "target(4,0) Expected: 0 0.149\n",
      "target(4,1) Expected: 0 0.000\n",
      "target(4,2) Expected: 0 0.000\n",
      "target(4,3) Expected: 1 0.773\n",
      "target(4,4) Expected: 0 0.000\n",
      "target(4,5) Expected: 0 0.325\n",
      "target(4,6) Expected: 0 0.000\n",
      "target(4,7) Expected: 0 0.000\n",
      "target(4,8) Expected: 0 0.000\n",
      "target(4,9) Expected: 0 0.000\n",
      "target(5,0) Expected: 0 0.149\n",
      "target(5,1) Expected: 0 0.000\n",
      "target(5,2) Expected: 0 0.000\n",
      "target(5,3) Expected: 0 0.000\n",
      "target(5,4) Expected: 1 0.773\n",
      "target(5,5) Expected: 0 0.000\n",
      "target(5,6) Expected: 0 0.325\n",
      "target(5,7) Expected: 0 0.000\n",
      "target(5,8) Expected: 0 0.000\n",
      "target(5,9) Expected: 0 0.000\n",
      "target(6,0) Expected: 0 0.149\n",
      "target(6,1) Expected: 0 0.000\n",
      "target(6,2) Expected: 0 0.000\n",
      "target(6,3) Expected: 0 0.000\n",
      "target(6,4) Expected: 0 0.000\n",
      "target(6,5) Expected: 1 0.773\n",
      "target(6,6) Expected: 0 0.000\n",
      "target(6,7) Expected: 0 0.325\n",
      "target(6,8) Expected: 0 0.000\n",
      "target(6,9) Expected: 0 0.000\n",
      "target(7,0) Expected: 0 0.149\n",
      "target(7,1) Expected: 0 0.000\n",
      "target(7,2) Expected: 0 0.000\n",
      "target(7,3) Expected: 0 0.000\n",
      "target(7,4) Expected: 0 0.000\n",
      "target(7,5) Expected: 0 0.000\n",
      "target(7,6) Expected: 1 0.773\n",
      "target(7,7) Expected: 0 0.000\n",
      "target(7,8) Expected: 0 0.325\n",
      "target(7,9) Expected: 0 0.000\n",
      "target(8,0) Expected: 0 0.149\n",
      "target(8,1) Expected: 0 0.000\n",
      "target(8,2) Expected: 0 0.000\n",
      "target(8,3) Expected: 0 0.000\n",
      "target(8,4) Expected: 0 0.000\n",
      "target(8,5) Expected: 0 0.000\n",
      "target(8,6) Expected: 0 0.000\n",
      "target(8,7) Expected: 1 0.773\n",
      "target(8,8) Expected: 0 0.000\n",
      "target(8,9) Expected: 0 0.325\n",
      "target(9,0) Expected: 0 0.149\n",
      "target(9,1) Expected: 0 0.000\n",
      "target(9,2) Expected: 0 0.000\n",
      "target(9,3) Expected: 0 0.000\n",
      "target(9,4) Expected: 0 0.000\n",
      "target(9,5) Expected: 0 0.000\n",
      "target(9,6) Expected: 0 0.000\n",
      "target(9,7) Expected: 0 0.000\n",
      "target(9,8) Expected: 1 0.773\n",
      "target(9,9) Expected: 0 0.000\n",
      "----------------------------\n",
      "target(X_0,X_1)\n",
      "weight is 0.07087589055299759\n",
      "target(X_0,X_1) -> succ(X_0,X_0),succ(X_1,X_0)\n",
      "None\n",
      "weight is 0.07957969605922699\n",
      "target(X_0,X_1) -> succ(X_0,X_0),zero(X_0)\n",
      "None\n",
      "weight is 0.06554173678159714\n",
      "target(X_0,X_1) -> succ(X_0,X_1),succ(X_1,X_1)\n",
      "None\n",
      "weight is 0.10759332031011581\n",
      "target(X_0,X_1) -> succ(X_0,X_1),zero(X_1)\n",
      "None\n",
      "weight is 0.13785843551158905\n",
      "target(X_0,X_1) -> succ(X_1,X_0),succ(X_1,X_0)\n",
      "None\n",
      "weight is 0.0782625824213028\n",
      "target(X_0,X_1) -> succ(X_1,X_0),zero(X_1)\n",
      "None\n",
      "weight is 0.06308659166097641\n",
      "target(X_0,X_1) -> succ(X_1,X_1),zero(X_0)\n",
      "None\n",
      "weight is 0.10225813090801239\n",
      "target(X_0,X_1) -> succ(X_1,X_1),zero(X_1)\n",
      "None\n",
      "----------------------------\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 21 loss is 0.10711672157049179\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 22 loss is 0.09978720545768738\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 23 loss is 0.09292308986186981\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 24 loss is 0.08650942891836166\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 25 loss is 0.08052962273359299\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "target(0,0) Expected: 0 0.544\n",
      "target(0,1) Expected: 0 0.466\n",
      "target(0,2) Expected: 0 0.238\n",
      "target(0,3) Expected: 0 0.238\n",
      "target(0,4) Expected: 0 0.238\n",
      "target(0,5) Expected: 0 0.238\n",
      "target(0,6) Expected: 0 0.238\n",
      "target(0,7) Expected: 0 0.238\n",
      "target(0,8) Expected: 0 0.238\n",
      "target(0,9) Expected: 0 0.238\n",
      "target(1,0) Expected: 1 0.961\n",
      "target(1,1) Expected: 0 0.000\n",
      "target(1,2) Expected: 0 0.247\n",
      "target(1,3) Expected: 0 0.000\n",
      "target(1,4) Expected: 0 0.000\n",
      "target(1,5) Expected: 0 0.000\n",
      "target(1,6) Expected: 0 0.000\n",
      "target(1,7) Expected: 0 0.000\n",
      "target(1,8) Expected: 0 0.000\n",
      "target(1,9) Expected: 0 0.000\n",
      "target(2,0) Expected: 0 0.126\n",
      "target(2,1) Expected: 1 0.873\n",
      "target(2,2) Expected: 0 0.000\n",
      "target(2,3) Expected: 0 0.247\n",
      "target(2,4) Expected: 0 0.000\n",
      "target(2,5) Expected: 0 0.000\n",
      "target(2,6) Expected: 0 0.000\n",
      "target(2,7) Expected: 0 0.000\n",
      "target(2,8) Expected: 0 0.000\n",
      "target(2,9) Expected: 0 0.000\n",
      "target(3,0) Expected: 0 0.126\n",
      "target(3,1) Expected: 0 0.000\n",
      "target(3,2) Expected: 1 0.873\n",
      "target(3,3) Expected: 0 0.000\n",
      "target(3,4) Expected: 0 0.247\n",
      "target(3,5) Expected: 0 0.000\n",
      "target(3,6) Expected: 0 0.000\n",
      "target(3,7) Expected: 0 0.000\n",
      "target(3,8) Expected: 0 0.000\n",
      "target(3,9) Expected: 0 0.000\n",
      "target(4,0) Expected: 0 0.126\n",
      "target(4,1) Expected: 0 0.000\n",
      "target(4,2) Expected: 0 0.000\n",
      "target(4,3) Expected: 1 0.873\n",
      "target(4,4) Expected: 0 0.000\n",
      "target(4,5) Expected: 0 0.247\n",
      "target(4,6) Expected: 0 0.000\n",
      "target(4,7) Expected: 0 0.000\n",
      "target(4,8) Expected: 0 0.000\n",
      "target(4,9) Expected: 0 0.000\n",
      "target(5,0) Expected: 0 0.126\n",
      "target(5,1) Expected: 0 0.000\n",
      "target(5,2) Expected: 0 0.000\n",
      "target(5,3) Expected: 0 0.000\n",
      "target(5,4) Expected: 1 0.873\n",
      "target(5,5) Expected: 0 0.000\n",
      "target(5,6) Expected: 0 0.247\n",
      "target(5,7) Expected: 0 0.000\n",
      "target(5,8) Expected: 0 0.000\n",
      "target(5,9) Expected: 0 0.000\n",
      "target(6,0) Expected: 0 0.126\n",
      "target(6,1) Expected: 0 0.000\n",
      "target(6,2) Expected: 0 0.000\n",
      "target(6,3) Expected: 0 0.000\n",
      "target(6,4) Expected: 0 0.000\n",
      "target(6,5) Expected: 1 0.873\n",
      "target(6,6) Expected: 0 0.000\n",
      "target(6,7) Expected: 0 0.247\n",
      "target(6,8) Expected: 0 0.000\n",
      "target(6,9) Expected: 0 0.000\n",
      "target(7,0) Expected: 0 0.126\n",
      "target(7,1) Expected: 0 0.000\n",
      "target(7,2) Expected: 0 0.000\n",
      "target(7,3) Expected: 0 0.000\n",
      "target(7,4) Expected: 0 0.000\n",
      "target(7,5) Expected: 0 0.000\n",
      "target(7,6) Expected: 1 0.873\n",
      "target(7,7) Expected: 0 0.000\n",
      "target(7,8) Expected: 0 0.247\n",
      "target(7,9) Expected: 0 0.000\n",
      "target(8,0) Expected: 0 0.126\n",
      "target(8,1) Expected: 0 0.000\n",
      "target(8,2) Expected: 0 0.000\n",
      "target(8,3) Expected: 0 0.000\n",
      "target(8,4) Expected: 0 0.000\n",
      "target(8,5) Expected: 0 0.000\n",
      "target(8,6) Expected: 0 0.000\n",
      "target(8,7) Expected: 1 0.873\n",
      "target(8,8) Expected: 0 0.000\n",
      "target(8,9) Expected: 0 0.247\n",
      "target(9,0) Expected: 0 0.126\n",
      "target(9,1) Expected: 0 0.000\n",
      "target(9,2) Expected: 0 0.000\n",
      "target(9,3) Expected: 0 0.000\n",
      "target(9,4) Expected: 0 0.000\n",
      "target(9,5) Expected: 0 0.000\n",
      "target(9,6) Expected: 0 0.000\n",
      "target(9,7) Expected: 0 0.000\n",
      "target(9,8) Expected: 1 0.873\n",
      "target(9,9) Expected: 0 0.000\n",
      "----------------------------\n",
      "target(X_0,X_1)\n",
      "weight is 0.0687016025185585\n",
      "target(X_0,X_1) -> succ(X_0,X_0),succ(X_1,X_0)\n",
      "None\n",
      "weight is 0.0774352177977562\n",
      "target(X_0,X_1) -> succ(X_0,X_0),zero(X_0)\n",
      "None\n",
      "weight is 0.06338205933570862\n",
      "target(X_0,X_1) -> succ(X_0,X_1),succ(X_1,X_1)\n",
      "None\n",
      "weight is 0.10600407421588898\n",
      "target(X_0,X_1) -> succ(X_0,X_1),zero(X_1)\n",
      "None\n",
      "weight is 0.18676678836345673\n",
      "target(X_0,X_1) -> succ(X_1,X_0),succ(X_1,X_0)\n",
      "None\n",
      "weight is 0.07653812319040298\n",
      "target(X_0,X_1) -> succ(X_1,X_0),zero(X_1)\n",
      "None\n",
      "weight is 0.06094199791550636\n",
      "target(X_0,X_1) -> succ(X_1,X_1),zero(X_0)\n",
      "None\n",
      "weight is 0.10050847381353378\n",
      "target(X_0,X_1) -> succ(X_1,X_1),zero(X_1)\n",
      "None\n",
      "----------------------------\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 26 loss is 0.0749654546380043\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 27 loss is 0.06979716569185257\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 28 loss is 0.06500369310379028\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 29 loss is 0.060563039034605026\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 30 loss is 0.056452635675668716\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "target(0,0) Expected: 0 0.470\n",
      "target(0,1) Expected: 0 0.367\n",
      "target(0,2) Expected: 0 0.174\n",
      "target(0,3) Expected: 0 0.174\n",
      "target(0,4) Expected: 0 0.174\n",
      "target(0,5) Expected: 0 0.174\n",
      "target(0,6) Expected: 0 0.174\n",
      "target(0,7) Expected: 0 0.174\n",
      "target(0,8) Expected: 0 0.174\n",
      "target(0,9) Expected: 0 0.174\n",
      "target(1,0) Expected: 1 0.981\n",
      "target(1,1) Expected: 0 0.000\n",
      "target(1,2) Expected: 0 0.184\n",
      "target(1,3) Expected: 0 0.000\n",
      "target(1,4) Expected: 0 0.000\n",
      "target(1,5) Expected: 0 0.000\n",
      "target(1,6) Expected: 0 0.000\n",
      "target(1,7) Expected: 0 0.000\n",
      "target(1,8) Expected: 0 0.000\n",
      "target(1,9) Expected: 0 0.000\n",
      "target(2,0) Expected: 0 0.104\n",
      "target(2,1) Expected: 1 0.939\n",
      "target(2,2) Expected: 0 0.000\n",
      "target(2,3) Expected: 0 0.184\n",
      "target(2,4) Expected: 0 0.000\n",
      "target(2,5) Expected: 0 0.000\n",
      "target(2,6) Expected: 0 0.000\n",
      "target(2,7) Expected: 0 0.000\n",
      "target(2,8) Expected: 0 0.000\n",
      "target(2,9) Expected: 0 0.000\n",
      "target(3,0) Expected: 0 0.104\n",
      "target(3,1) Expected: 0 0.000\n",
      "target(3,2) Expected: 1 0.939\n",
      "target(3,3) Expected: 0 0.000\n",
      "target(3,4) Expected: 0 0.184\n",
      "target(3,5) Expected: 0 0.000\n",
      "target(3,6) Expected: 0 0.000\n",
      "target(3,7) Expected: 0 0.000\n",
      "target(3,8) Expected: 0 0.000\n",
      "target(3,9) Expected: 0 0.000\n",
      "target(4,0) Expected: 0 0.104\n",
      "target(4,1) Expected: 0 0.000\n",
      "target(4,2) Expected: 0 0.000\n",
      "target(4,3) Expected: 1 0.939\n",
      "target(4,4) Expected: 0 0.000\n",
      "target(4,5) Expected: 0 0.184\n",
      "target(4,6) Expected: 0 0.000\n",
      "target(4,7) Expected: 0 0.000\n",
      "target(4,8) Expected: 0 0.000\n",
      "target(4,9) Expected: 0 0.000\n",
      "target(5,0) Expected: 0 0.104\n",
      "target(5,1) Expected: 0 0.000\n",
      "target(5,2) Expected: 0 0.000\n",
      "target(5,3) Expected: 0 0.000\n",
      "target(5,4) Expected: 1 0.939\n",
      "target(5,5) Expected: 0 0.000\n",
      "target(5,6) Expected: 0 0.184\n",
      "target(5,7) Expected: 0 0.000\n",
      "target(5,8) Expected: 0 0.000\n",
      "target(5,9) Expected: 0 0.000\n",
      "target(6,0) Expected: 0 0.104\n",
      "target(6,1) Expected: 0 0.000\n",
      "target(6,2) Expected: 0 0.000\n",
      "target(6,3) Expected: 0 0.000\n",
      "target(6,4) Expected: 0 0.000\n",
      "target(6,5) Expected: 1 0.939\n",
      "target(6,6) Expected: 0 0.000\n",
      "target(6,7) Expected: 0 0.184\n",
      "target(6,8) Expected: 0 0.000\n",
      "target(6,9) Expected: 0 0.000\n",
      "target(7,0) Expected: 0 0.104\n",
      "target(7,1) Expected: 0 0.000\n",
      "target(7,2) Expected: 0 0.000\n",
      "target(7,3) Expected: 0 0.000\n",
      "target(7,4) Expected: 0 0.000\n",
      "target(7,5) Expected: 0 0.000\n",
      "target(7,6) Expected: 1 0.939\n",
      "target(7,7) Expected: 0 0.000\n",
      "target(7,8) Expected: 0 0.184\n",
      "target(7,9) Expected: 0 0.000\n",
      "target(8,0) Expected: 0 0.104\n",
      "target(8,1) Expected: 0 0.000\n",
      "target(8,2) Expected: 0 0.000\n",
      "target(8,3) Expected: 0 0.000\n",
      "target(8,4) Expected: 0 0.000\n",
      "target(8,5) Expected: 0 0.000\n",
      "target(8,6) Expected: 0 0.000\n",
      "target(8,7) Expected: 1 0.939\n",
      "target(8,8) Expected: 0 0.000\n",
      "target(8,9) Expected: 0 0.184\n",
      "target(9,0) Expected: 0 0.104\n",
      "target(9,1) Expected: 0 0.000\n",
      "target(9,2) Expected: 0 0.000\n",
      "target(9,3) Expected: 0 0.000\n",
      "target(9,4) Expected: 0 0.000\n",
      "target(9,5) Expected: 0 0.000\n",
      "target(9,6) Expected: 0 0.000\n",
      "target(9,7) Expected: 0 0.000\n",
      "target(9,8) Expected: 1 0.939\n",
      "target(9,9) Expected: 0 0.000\n",
      "----------------------------\n",
      "target(X_0,X_1)\n",
      "weight is 0.06513436138629913\n",
      "target(X_0,X_1) -> succ(X_0,X_0),succ(X_1,X_0)\n",
      "None\n",
      "weight is 0.0736994594335556\n",
      "target(X_0,X_1) -> succ(X_0,X_0),zero(X_0)\n",
      "None\n",
      "weight is 0.05994974821805954\n",
      "target(X_0,X_1) -> succ(X_0,X_1),succ(X_1,X_1)\n",
      "None\n",
      "weight is 0.10218465328216553\n",
      "target(X_0,X_1) -> succ(X_0,X_1),zero(X_1)\n",
      "None\n",
      "weight is 0.24454116821289062\n",
      "target(X_0,X_1) -> succ(X_1,X_0),succ(X_1,X_0)\n",
      "None\n",
      "weight is 0.07309545576572418\n",
      "target(X_0,X_1) -> succ(X_1,X_0),zero(X_1)\n",
      "None\n",
      "weight is 0.05757969245314598\n",
      "target(X_0,X_1) -> succ(X_1,X_1),zero(X_0)\n",
      "None\n",
      "weight is 0.09664882719516754\n",
      "target(X_0,X_1) -> succ(X_1,X_1),zero(X_1)\n",
      "None\n",
      "----------------------------\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 31 loss is 0.05264981836080551\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 32 loss is 0.04913215711712837\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 33 loss is 0.04587787762284279\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 34 loss is 0.042866021394729614\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 35 loss is 0.040076762437820435\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "target(0,0) Expected: 0 0.400\n",
      "target(0,1) Expected: 0 0.285\n",
      "target(0,2) Expected: 0 0.127\n",
      "target(0,3) Expected: 0 0.127\n",
      "target(0,4) Expected: 0 0.127\n",
      "target(0,5) Expected: 0 0.127\n",
      "target(0,6) Expected: 0 0.127\n",
      "target(0,7) Expected: 0 0.127\n",
      "target(0,8) Expected: 0 0.127\n",
      "target(0,9) Expected: 0 0.127\n",
      "target(1,0) Expected: 1 0.992\n",
      "target(1,1) Expected: 0 0.000\n",
      "target(1,2) Expected: 0 0.135\n",
      "target(1,3) Expected: 0 0.000\n",
      "target(1,4) Expected: 0 0.000\n",
      "target(1,5) Expected: 0 0.000\n",
      "target(1,6) Expected: 0 0.000\n",
      "target(1,7) Expected: 0 0.000\n",
      "target(1,8) Expected: 0 0.000\n",
      "target(1,9) Expected: 0 0.000\n",
      "target(2,0) Expected: 0 0.083\n",
      "target(2,1) Expected: 1 0.974\n",
      "target(2,2) Expected: 0 0.000\n",
      "target(2,3) Expected: 0 0.135\n",
      "target(2,4) Expected: 0 0.000\n",
      "target(2,5) Expected: 0 0.000\n",
      "target(2,6) Expected: 0 0.000\n",
      "target(2,7) Expected: 0 0.000\n",
      "target(2,8) Expected: 0 0.000\n",
      "target(2,9) Expected: 0 0.000\n",
      "target(3,0) Expected: 0 0.083\n",
      "target(3,1) Expected: 0 0.000\n",
      "target(3,2) Expected: 1 0.974\n",
      "target(3,3) Expected: 0 0.000\n",
      "target(3,4) Expected: 0 0.135\n",
      "target(3,5) Expected: 0 0.000\n",
      "target(3,6) Expected: 0 0.000\n",
      "target(3,7) Expected: 0 0.000\n",
      "target(3,8) Expected: 0 0.000\n",
      "target(3,9) Expected: 0 0.000\n",
      "target(4,0) Expected: 0 0.083\n",
      "target(4,1) Expected: 0 0.000\n",
      "target(4,2) Expected: 0 0.000\n",
      "target(4,3) Expected: 1 0.974\n",
      "target(4,4) Expected: 0 0.000\n",
      "target(4,5) Expected: 0 0.135\n",
      "target(4,6) Expected: 0 0.000\n",
      "target(4,7) Expected: 0 0.000\n",
      "target(4,8) Expected: 0 0.000\n",
      "target(4,9) Expected: 0 0.000\n",
      "target(5,0) Expected: 0 0.083\n",
      "target(5,1) Expected: 0 0.000\n",
      "target(5,2) Expected: 0 0.000\n",
      "target(5,3) Expected: 0 0.000\n",
      "target(5,4) Expected: 1 0.974\n",
      "target(5,5) Expected: 0 0.000\n",
      "target(5,6) Expected: 0 0.135\n",
      "target(5,7) Expected: 0 0.000\n",
      "target(5,8) Expected: 0 0.000\n",
      "target(5,9) Expected: 0 0.000\n",
      "target(6,0) Expected: 0 0.083\n",
      "target(6,1) Expected: 0 0.000\n",
      "target(6,2) Expected: 0 0.000\n",
      "target(6,3) Expected: 0 0.000\n",
      "target(6,4) Expected: 0 0.000\n",
      "target(6,5) Expected: 1 0.974\n",
      "target(6,6) Expected: 0 0.000\n",
      "target(6,7) Expected: 0 0.135\n",
      "target(6,8) Expected: 0 0.000\n",
      "target(6,9) Expected: 0 0.000\n",
      "target(7,0) Expected: 0 0.083\n",
      "target(7,1) Expected: 0 0.000\n",
      "target(7,2) Expected: 0 0.000\n",
      "target(7,3) Expected: 0 0.000\n",
      "target(7,4) Expected: 0 0.000\n",
      "target(7,5) Expected: 0 0.000\n",
      "target(7,6) Expected: 1 0.974\n",
      "target(7,7) Expected: 0 0.000\n",
      "target(7,8) Expected: 0 0.135\n",
      "target(7,9) Expected: 0 0.000\n",
      "target(8,0) Expected: 0 0.083\n",
      "target(8,1) Expected: 0 0.000\n",
      "target(8,2) Expected: 0 0.000\n",
      "target(8,3) Expected: 0 0.000\n",
      "target(8,4) Expected: 0 0.000\n",
      "target(8,5) Expected: 0 0.000\n",
      "target(8,6) Expected: 0 0.000\n",
      "target(8,7) Expected: 1 0.974\n",
      "target(8,8) Expected: 0 0.000\n",
      "target(8,9) Expected: 0 0.135\n",
      "target(9,0) Expected: 0 0.083\n",
      "target(9,1) Expected: 0 0.000\n",
      "target(9,2) Expected: 0 0.000\n",
      "target(9,3) Expected: 0 0.000\n",
      "target(9,4) Expected: 0 0.000\n",
      "target(9,5) Expected: 0 0.000\n",
      "target(9,6) Expected: 0 0.000\n",
      "target(9,7) Expected: 0 0.000\n",
      "target(9,8) Expected: 1 0.974\n",
      "target(9,9) Expected: 0 0.000\n",
      "----------------------------\n",
      "target(X_0,X_1)\n",
      "weight is 0.060683418065309525\n",
      "target(X_0,X_1) -> succ(X_0,X_0),succ(X_1,X_0)\n",
      "None\n",
      "weight is 0.068940669298172\n",
      "target(X_0,X_1) -> succ(X_0,X_0),zero(X_0)\n",
      "None\n",
      "weight is 0.05571724474430084\n",
      "target(X_0,X_1) -> succ(X_0,X_1),succ(X_1,X_1)\n",
      "None\n",
      "weight is 0.09688553214073181\n",
      "target(X_0,X_1) -> succ(X_0,X_1),zero(X_1)\n",
      "None\n",
      "weight is 0.3069958984851837\n",
      "target(X_0,X_1) -> succ(X_1,X_0),succ(X_1,X_0)\n",
      "None\n",
      "weight is 0.06851217150688171\n",
      "target(X_0,X_1) -> succ(X_1,X_0),zero(X_1)\n",
      "None\n",
      "weight is 0.05345505103468895\n",
      "target(X_0,X_1) -> succ(X_1,X_1),zero(X_0)\n",
      "None\n",
      "weight is 0.09139575809240341\n",
      "target(X_0,X_1) -> succ(X_1,X_1),zero(X_1)\n",
      "None\n",
      "----------------------------\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 36 loss is 0.037491533905267715\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 37 loss is 0.03509301319718361\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 38 loss is 0.03286530077457428\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 39 loss is 0.030793748795986176\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 40 loss is 0.028864998370409012\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "target(0,0) Expected: 0 0.336\n",
      "target(0,1) Expected: 0 0.220\n",
      "target(0,2) Expected: 0 0.092\n",
      "target(0,3) Expected: 0 0.092\n",
      "target(0,4) Expected: 0 0.092\n",
      "target(0,5) Expected: 0 0.092\n",
      "target(0,6) Expected: 0 0.092\n",
      "target(0,7) Expected: 0 0.092\n",
      "target(0,8) Expected: 0 0.092\n",
      "target(0,9) Expected: 0 0.092\n",
      "target(1,0) Expected: 1 0.997\n",
      "target(1,1) Expected: 0 0.000\n",
      "target(1,2) Expected: 0 0.099\n",
      "target(1,3) Expected: 0 0.000\n",
      "target(1,4) Expected: 0 0.000\n",
      "target(1,5) Expected: 0 0.000\n",
      "target(1,6) Expected: 0 0.000\n",
      "target(1,7) Expected: 0 0.000\n",
      "target(1,8) Expected: 0 0.000\n",
      "target(1,9) Expected: 0 0.000\n",
      "target(2,0) Expected: 0 0.065\n",
      "target(2,1) Expected: 1 0.990\n",
      "target(2,2) Expected: 0 0.000\n",
      "target(2,3) Expected: 0 0.099\n",
      "target(2,4) Expected: 0 0.000\n",
      "target(2,5) Expected: 0 0.000\n",
      "target(2,6) Expected: 0 0.000\n",
      "target(2,7) Expected: 0 0.000\n",
      "target(2,8) Expected: 0 0.000\n",
      "target(2,9) Expected: 0 0.000\n",
      "target(3,0) Expected: 0 0.065\n",
      "target(3,1) Expected: 0 0.000\n",
      "target(3,2) Expected: 1 0.990\n",
      "target(3,3) Expected: 0 0.000\n",
      "target(3,4) Expected: 0 0.099\n",
      "target(3,5) Expected: 0 0.000\n",
      "target(3,6) Expected: 0 0.000\n",
      "target(3,7) Expected: 0 0.000\n",
      "target(3,8) Expected: 0 0.000\n",
      "target(3,9) Expected: 0 0.000\n",
      "target(4,0) Expected: 0 0.065\n",
      "target(4,1) Expected: 0 0.000\n",
      "target(4,2) Expected: 0 0.000\n",
      "target(4,3) Expected: 1 0.990\n",
      "target(4,4) Expected: 0 0.000\n",
      "target(4,5) Expected: 0 0.099\n",
      "target(4,6) Expected: 0 0.000\n",
      "target(4,7) Expected: 0 0.000\n",
      "target(4,8) Expected: 0 0.000\n",
      "target(4,9) Expected: 0 0.000\n",
      "target(5,0) Expected: 0 0.065\n",
      "target(5,1) Expected: 0 0.000\n",
      "target(5,2) Expected: 0 0.000\n",
      "target(5,3) Expected: 0 0.000\n",
      "target(5,4) Expected: 1 0.990\n",
      "target(5,5) Expected: 0 0.000\n",
      "target(5,6) Expected: 0 0.099\n",
      "target(5,7) Expected: 0 0.000\n",
      "target(5,8) Expected: 0 0.000\n",
      "target(5,9) Expected: 0 0.000\n",
      "target(6,0) Expected: 0 0.065\n",
      "target(6,1) Expected: 0 0.000\n",
      "target(6,2) Expected: 0 0.000\n",
      "target(6,3) Expected: 0 0.000\n",
      "target(6,4) Expected: 0 0.000\n",
      "target(6,5) Expected: 1 0.990\n",
      "target(6,6) Expected: 0 0.000\n",
      "target(6,7) Expected: 0 0.099\n",
      "target(6,8) Expected: 0 0.000\n",
      "target(6,9) Expected: 0 0.000\n",
      "target(7,0) Expected: 0 0.065\n",
      "target(7,1) Expected: 0 0.000\n",
      "target(7,2) Expected: 0 0.000\n",
      "target(7,3) Expected: 0 0.000\n",
      "target(7,4) Expected: 0 0.000\n",
      "target(7,5) Expected: 0 0.000\n",
      "target(7,6) Expected: 1 0.990\n",
      "target(7,7) Expected: 0 0.000\n",
      "target(7,8) Expected: 0 0.099\n",
      "target(7,9) Expected: 0 0.000\n",
      "target(8,0) Expected: 0 0.065\n",
      "target(8,1) Expected: 0 0.000\n",
      "target(8,2) Expected: 0 0.000\n",
      "target(8,3) Expected: 0 0.000\n",
      "target(8,4) Expected: 0 0.000\n",
      "target(8,5) Expected: 0 0.000\n",
      "target(8,6) Expected: 0 0.000\n",
      "target(8,7) Expected: 1 0.990\n",
      "target(8,8) Expected: 0 0.000\n",
      "target(8,9) Expected: 0 0.099\n",
      "target(9,0) Expected: 0 0.065\n",
      "target(9,1) Expected: 0 0.000\n",
      "target(9,2) Expected: 0 0.000\n",
      "target(9,3) Expected: 0 0.000\n",
      "target(9,4) Expected: 0 0.000\n",
      "target(9,5) Expected: 0 0.000\n",
      "target(9,6) Expected: 0 0.000\n",
      "target(9,7) Expected: 0 0.000\n",
      "target(9,8) Expected: 1 0.990\n",
      "target(9,9) Expected: 0 0.000\n",
      "----------------------------\n",
      "target(X_0,X_1)\n",
      "weight is 0.05569344758987427\n",
      "target(X_0,X_1) -> succ(X_0,X_0),succ(X_1,X_0)\n",
      "None\n",
      "weight is 0.06353604793548584\n",
      "target(X_0,X_1) -> succ(X_0,X_0),zero(X_0)\n",
      "None\n",
      "weight is 0.05100790038704872\n",
      "target(X_0,X_1) -> succ(X_0,X_1),succ(X_1,X_1)\n",
      "None\n",
      "weight is 0.09056752175092697\n",
      "target(X_0,X_1) -> succ(X_0,X_1),zero(X_1)\n",
      "None\n",
      "weight is 0.3715042173862457\n",
      "target(X_0,X_1) -> succ(X_1,X_0),succ(X_1,X_0)\n",
      "None\n",
      "weight is 0.06320413947105408\n",
      "target(X_0,X_1) -> succ(X_1,X_0),zero(X_1)\n",
      "None\n",
      "weight is 0.08519668132066727\n",
      "target(X_0,X_1) -> succ(X_1,X_1),zero(X_1)\n",
      "None\n",
      "----------------------------\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 41 loss is 0.027066929265856743\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 42 loss is 0.025388529524207115\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 43 loss is 0.02381986938416958\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 44 loss is 0.022351885214447975\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 45 loss is 0.020976552739739418\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "target(0,0) Expected: 0 0.277\n",
      "target(0,1) Expected: 0 0.168\n",
      "target(0,2) Expected: 0 0.067\n",
      "target(0,3) Expected: 0 0.067\n",
      "target(0,4) Expected: 0 0.067\n",
      "target(0,5) Expected: 0 0.067\n",
      "target(0,6) Expected: 0 0.067\n",
      "target(0,7) Expected: 0 0.067\n",
      "target(0,8) Expected: 0 0.067\n",
      "target(0,9) Expected: 0 0.067\n",
      "target(1,0) Expected: 1 0.999\n",
      "target(1,1) Expected: 0 0.000\n",
      "target(1,2) Expected: 0 0.072\n",
      "target(1,3) Expected: 0 0.000\n",
      "target(1,4) Expected: 0 0.000\n",
      "target(1,5) Expected: 0 0.000\n",
      "target(1,6) Expected: 0 0.000\n",
      "target(1,7) Expected: 0 0.000\n",
      "target(1,8) Expected: 0 0.000\n",
      "target(1,9) Expected: 0 0.000\n",
      "target(2,0) Expected: 0 0.050\n",
      "target(2,1) Expected: 1 0.997\n",
      "target(2,2) Expected: 0 0.000\n",
      "target(2,3) Expected: 0 0.072\n",
      "target(2,4) Expected: 0 0.000\n",
      "target(2,5) Expected: 0 0.000\n",
      "target(2,6) Expected: 0 0.000\n",
      "target(2,7) Expected: 0 0.000\n",
      "target(2,8) Expected: 0 0.000\n",
      "target(2,9) Expected: 0 0.000\n",
      "target(3,0) Expected: 0 0.050\n",
      "target(3,1) Expected: 0 0.000\n",
      "target(3,2) Expected: 1 0.997\n",
      "target(3,3) Expected: 0 0.000\n",
      "target(3,4) Expected: 0 0.072\n",
      "target(3,5) Expected: 0 0.000\n",
      "target(3,6) Expected: 0 0.000\n",
      "target(3,7) Expected: 0 0.000\n",
      "target(3,8) Expected: 0 0.000\n",
      "target(3,9) Expected: 0 0.000\n",
      "target(4,0) Expected: 0 0.050\n",
      "target(4,1) Expected: 0 0.000\n",
      "target(4,2) Expected: 0 0.000\n",
      "target(4,3) Expected: 1 0.997\n",
      "target(4,4) Expected: 0 0.000\n",
      "target(4,5) Expected: 0 0.072\n",
      "target(4,6) Expected: 0 0.000\n",
      "target(4,7) Expected: 0 0.000\n",
      "target(4,8) Expected: 0 0.000\n",
      "target(4,9) Expected: 0 0.000\n",
      "target(5,0) Expected: 0 0.050\n",
      "target(5,1) Expected: 0 0.000\n",
      "target(5,2) Expected: 0 0.000\n",
      "target(5,3) Expected: 0 0.000\n",
      "target(5,4) Expected: 1 0.997\n",
      "target(5,5) Expected: 0 0.000\n",
      "target(5,6) Expected: 0 0.072\n",
      "target(5,7) Expected: 0 0.000\n",
      "target(5,8) Expected: 0 0.000\n",
      "target(5,9) Expected: 0 0.000\n",
      "target(6,0) Expected: 0 0.050\n",
      "target(6,1) Expected: 0 0.000\n",
      "target(6,2) Expected: 0 0.000\n",
      "target(6,3) Expected: 0 0.000\n",
      "target(6,4) Expected: 0 0.000\n",
      "target(6,5) Expected: 1 0.997\n",
      "target(6,6) Expected: 0 0.000\n",
      "target(6,7) Expected: 0 0.072\n",
      "target(6,8) Expected: 0 0.000\n",
      "target(6,9) Expected: 0 0.000\n",
      "target(7,0) Expected: 0 0.050\n",
      "target(7,1) Expected: 0 0.000\n",
      "target(7,2) Expected: 0 0.000\n",
      "target(7,3) Expected: 0 0.000\n",
      "target(7,4) Expected: 0 0.000\n",
      "target(7,5) Expected: 0 0.000\n",
      "target(7,6) Expected: 1 0.997\n",
      "target(7,7) Expected: 0 0.000\n",
      "target(7,8) Expected: 0 0.072\n",
      "target(7,9) Expected: 0 0.000\n",
      "target(8,0) Expected: 0 0.050\n",
      "target(8,1) Expected: 0 0.000\n",
      "target(8,2) Expected: 0 0.000\n",
      "target(8,3) Expected: 0 0.000\n",
      "target(8,4) Expected: 0 0.000\n",
      "target(8,5) Expected: 0 0.000\n",
      "target(8,6) Expected: 0 0.000\n",
      "target(8,7) Expected: 1 0.997\n",
      "target(8,8) Expected: 0 0.000\n",
      "target(8,9) Expected: 0 0.072\n",
      "target(9,0) Expected: 0 0.050\n",
      "target(9,1) Expected: 0 0.000\n",
      "target(9,2) Expected: 0 0.000\n",
      "target(9,3) Expected: 0 0.000\n",
      "target(9,4) Expected: 0 0.000\n",
      "target(9,5) Expected: 0 0.000\n",
      "target(9,6) Expected: 0 0.000\n",
      "target(9,7) Expected: 0 0.000\n",
      "target(9,8) Expected: 1 0.997\n",
      "target(9,9) Expected: 0 0.000\n",
      "----------------------------\n",
      "target(X_0,X_1)\n",
      "weight is 0.050278935581445694\n",
      "target(X_0,X_1) -> succ(X_0,X_0),succ(X_1,X_0)\n",
      "None\n",
      "weight is 0.05759856477379799\n",
      "target(X_0,X_1) -> succ(X_0,X_0),zero(X_0)\n",
      "None\n",
      "weight is 0.08329961448907852\n",
      "target(X_0,X_1) -> succ(X_0,X_1),zero(X_1)\n",
      "None\n",
      "weight is 0.4377599358558655\n",
      "target(X_0,X_1) -> succ(X_1,X_0),succ(X_1,X_0)\n",
      "None\n",
      "weight is 0.05732047185301781\n",
      "target(X_0,X_1) -> succ(X_1,X_0),zero(X_1)\n",
      "None\n",
      "weight is 0.07813408225774765\n",
      "target(X_0,X_1) -> succ(X_1,X_1),zero(X_1)\n",
      "None\n",
      "----------------------------\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 46 loss is 0.019686518236994743\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 47 loss is 0.018475208431482315\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 48 loss is 0.017336733639240265\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 49 loss is 0.0162657480686903\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 50 loss is 0.015257523395121098\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "target(0,0) Expected: 0 0.223\n",
      "target(0,1) Expected: 0 0.127\n",
      "target(0,2) Expected: 0 0.048\n",
      "target(0,3) Expected: 0 0.048\n",
      "target(0,4) Expected: 0 0.048\n",
      "target(0,5) Expected: 0 0.048\n",
      "target(0,6) Expected: 0 0.048\n",
      "target(0,7) Expected: 0 0.048\n",
      "target(0,8) Expected: 0 0.048\n",
      "target(0,9) Expected: 0 0.048\n",
      "target(1,0) Expected: 1 1.000\n",
      "target(1,1) Expected: 0 0.000\n",
      "target(1,2) Expected: 0 0.052\n",
      "target(1,3) Expected: 0 0.000\n",
      "target(1,4) Expected: 0 0.000\n",
      "target(1,5) Expected: 0 0.000\n",
      "target(1,6) Expected: 0 0.000\n",
      "target(1,7) Expected: 0 0.000\n",
      "target(1,8) Expected: 0 0.000\n",
      "target(1,9) Expected: 0 0.000\n",
      "target(2,0) Expected: 0 0.038\n",
      "target(2,1) Expected: 1 0.999\n",
      "target(2,2) Expected: 0 0.000\n",
      "target(2,3) Expected: 0 0.052\n",
      "target(2,4) Expected: 0 0.000\n",
      "target(2,5) Expected: 0 0.000\n",
      "target(2,6) Expected: 0 0.000\n",
      "target(2,7) Expected: 0 0.000\n",
      "target(2,8) Expected: 0 0.000\n",
      "target(2,9) Expected: 0 0.000\n",
      "target(3,0) Expected: 0 0.038\n",
      "target(3,1) Expected: 0 0.000\n",
      "target(3,2) Expected: 1 0.999\n",
      "target(3,3) Expected: 0 0.000\n",
      "target(3,4) Expected: 0 0.052\n",
      "target(3,5) Expected: 0 0.000\n",
      "target(3,6) Expected: 0 0.000\n",
      "target(3,7) Expected: 0 0.000\n",
      "target(3,8) Expected: 0 0.000\n",
      "target(3,9) Expected: 0 0.000\n",
      "target(4,0) Expected: 0 0.038\n",
      "target(4,1) Expected: 0 0.000\n",
      "target(4,2) Expected: 0 0.000\n",
      "target(4,3) Expected: 1 0.999\n",
      "target(4,4) Expected: 0 0.000\n",
      "target(4,5) Expected: 0 0.052\n",
      "target(4,6) Expected: 0 0.000\n",
      "target(4,7) Expected: 0 0.000\n",
      "target(4,8) Expected: 0 0.000\n",
      "target(4,9) Expected: 0 0.000\n",
      "target(5,0) Expected: 0 0.038\n",
      "target(5,1) Expected: 0 0.000\n",
      "target(5,2) Expected: 0 0.000\n",
      "target(5,3) Expected: 0 0.000\n",
      "target(5,4) Expected: 1 0.999\n",
      "target(5,5) Expected: 0 0.000\n",
      "target(5,6) Expected: 0 0.052\n",
      "target(5,7) Expected: 0 0.000\n",
      "target(5,8) Expected: 0 0.000\n",
      "target(5,9) Expected: 0 0.000\n",
      "target(6,0) Expected: 0 0.038\n",
      "target(6,1) Expected: 0 0.000\n",
      "target(6,2) Expected: 0 0.000\n",
      "target(6,3) Expected: 0 0.000\n",
      "target(6,4) Expected: 0 0.000\n",
      "target(6,5) Expected: 1 0.999\n",
      "target(6,6) Expected: 0 0.000\n",
      "target(6,7) Expected: 0 0.052\n",
      "target(6,8) Expected: 0 0.000\n",
      "target(6,9) Expected: 0 0.000\n",
      "target(7,0) Expected: 0 0.038\n",
      "target(7,1) Expected: 0 0.000\n",
      "target(7,2) Expected: 0 0.000\n",
      "target(7,3) Expected: 0 0.000\n",
      "target(7,4) Expected: 0 0.000\n",
      "target(7,5) Expected: 0 0.000\n",
      "target(7,6) Expected: 1 0.999\n",
      "target(7,7) Expected: 0 0.000\n",
      "target(7,8) Expected: 0 0.052\n",
      "target(7,9) Expected: 0 0.000\n",
      "target(8,0) Expected: 0 0.038\n",
      "target(8,1) Expected: 0 0.000\n",
      "target(8,2) Expected: 0 0.000\n",
      "target(8,3) Expected: 0 0.000\n",
      "target(8,4) Expected: 0 0.000\n",
      "target(8,5) Expected: 0 0.000\n",
      "target(8,6) Expected: 0 0.000\n",
      "target(8,7) Expected: 1 0.999\n",
      "target(8,8) Expected: 0 0.000\n",
      "target(8,9) Expected: 0 0.052\n",
      "target(9,0) Expected: 0 0.038\n",
      "target(9,1) Expected: 0 0.000\n",
      "target(9,2) Expected: 0 0.000\n",
      "target(9,3) Expected: 0 0.000\n",
      "target(9,4) Expected: 0 0.000\n",
      "target(9,5) Expected: 0 0.000\n",
      "target(9,6) Expected: 0 0.000\n",
      "target(9,7) Expected: 0 0.000\n",
      "target(9,8) Expected: 1 0.999\n",
      "target(9,9) Expected: 0 0.000\n",
      "----------------------------\n",
      "target(X_0,X_1)\n",
      "weight is 0.05111754685640335\n",
      "target(X_0,X_1) -> succ(X_0,X_0),zero(X_0)\n",
      "None\n",
      "weight is 0.07496891915798187\n",
      "target(X_0,X_1) -> succ(X_0,X_1),zero(X_1)\n",
      "None\n",
      "weight is 0.5064499974250793\n",
      "target(X_0,X_1) -> succ(X_1,X_0),succ(X_1,X_0)\n",
      "None\n",
      "weight is 0.05087486654520035\n",
      "target(X_0,X_1) -> succ(X_1,X_0),zero(X_1)\n",
      "None\n",
      "weight is 0.07012162357568741\n",
      "target(X_0,X_1) -> succ(X_1,X_1),zero(X_1)\n",
      "None\n",
      "----------------------------\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 51 loss is 0.014307764358818531\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 52 loss is 0.013412646017968655\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 53 loss is 0.012568758800625801\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 54 loss is 0.011773022823035717\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 55 loss is 0.011022678576409817\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "target(0,0) Expected: 0 0.176\n",
      "target(0,1) Expected: 0 0.095\n",
      "target(0,2) Expected: 0 0.034\n",
      "target(0,3) Expected: 0 0.034\n",
      "target(0,4) Expected: 0 0.034\n",
      "target(0,5) Expected: 0 0.034\n",
      "target(0,6) Expected: 0 0.034\n",
      "target(0,7) Expected: 0 0.034\n",
      "target(0,8) Expected: 0 0.034\n",
      "target(0,9) Expected: 0 0.034\n",
      "target(1,0) Expected: 1 1.000\n",
      "target(1,1) Expected: 0 0.000\n",
      "target(1,2) Expected: 0 0.037\n",
      "target(1,3) Expected: 0 0.000\n",
      "target(1,4) Expected: 0 0.000\n",
      "target(1,5) Expected: 0 0.000\n",
      "target(1,6) Expected: 0 0.000\n",
      "target(1,7) Expected: 0 0.000\n",
      "target(1,8) Expected: 0 0.000\n",
      "target(1,9) Expected: 0 0.000\n",
      "target(2,0) Expected: 0 0.028\n",
      "target(2,1) Expected: 1 1.000\n",
      "target(2,2) Expected: 0 0.000\n",
      "target(2,3) Expected: 0 0.037\n",
      "target(2,4) Expected: 0 0.000\n",
      "target(2,5) Expected: 0 0.000\n",
      "target(2,6) Expected: 0 0.000\n",
      "target(2,7) Expected: 0 0.000\n",
      "target(2,8) Expected: 0 0.000\n",
      "target(2,9) Expected: 0 0.000\n",
      "target(3,0) Expected: 0 0.028\n",
      "target(3,1) Expected: 0 0.000\n",
      "target(3,2) Expected: 1 1.000\n",
      "target(3,3) Expected: 0 0.000\n",
      "target(3,4) Expected: 0 0.037\n",
      "target(3,5) Expected: 0 0.000\n",
      "target(3,6) Expected: 0 0.000\n",
      "target(3,7) Expected: 0 0.000\n",
      "target(3,8) Expected: 0 0.000\n",
      "target(3,9) Expected: 0 0.000\n",
      "target(4,0) Expected: 0 0.028\n",
      "target(4,1) Expected: 0 0.000\n",
      "target(4,2) Expected: 0 0.000\n",
      "target(4,3) Expected: 1 1.000\n",
      "target(4,4) Expected: 0 0.000\n",
      "target(4,5) Expected: 0 0.037\n",
      "target(4,6) Expected: 0 0.000\n",
      "target(4,7) Expected: 0 0.000\n",
      "target(4,8) Expected: 0 0.000\n",
      "target(4,9) Expected: 0 0.000\n",
      "target(5,0) Expected: 0 0.028\n",
      "target(5,1) Expected: 0 0.000\n",
      "target(5,2) Expected: 0 0.000\n",
      "target(5,3) Expected: 0 0.000\n",
      "target(5,4) Expected: 1 1.000\n",
      "target(5,5) Expected: 0 0.000\n",
      "target(5,6) Expected: 0 0.037\n",
      "target(5,7) Expected: 0 0.000\n",
      "target(5,8) Expected: 0 0.000\n",
      "target(5,9) Expected: 0 0.000\n",
      "target(6,0) Expected: 0 0.028\n",
      "target(6,1) Expected: 0 0.000\n",
      "target(6,2) Expected: 0 0.000\n",
      "target(6,3) Expected: 0 0.000\n",
      "target(6,4) Expected: 0 0.000\n",
      "target(6,5) Expected: 1 1.000\n",
      "target(6,6) Expected: 0 0.000\n",
      "target(6,7) Expected: 0 0.037\n",
      "target(6,8) Expected: 0 0.000\n",
      "target(6,9) Expected: 0 0.000\n",
      "target(7,0) Expected: 0 0.028\n",
      "target(7,1) Expected: 0 0.000\n",
      "target(7,2) Expected: 0 0.000\n",
      "target(7,3) Expected: 0 0.000\n",
      "target(7,4) Expected: 0 0.000\n",
      "target(7,5) Expected: 0 0.000\n",
      "target(7,6) Expected: 1 1.000\n",
      "target(7,7) Expected: 0 0.000\n",
      "target(7,8) Expected: 0 0.037\n",
      "target(7,9) Expected: 0 0.000\n",
      "target(8,0) Expected: 0 0.028\n",
      "target(8,1) Expected: 0 0.000\n",
      "target(8,2) Expected: 0 0.000\n",
      "target(8,3) Expected: 0 0.000\n",
      "target(8,4) Expected: 0 0.000\n",
      "target(8,5) Expected: 0 0.000\n",
      "target(8,6) Expected: 0 0.000\n",
      "target(8,7) Expected: 1 1.000\n",
      "target(8,8) Expected: 0 0.000\n",
      "target(8,9) Expected: 0 0.037\n",
      "target(9,0) Expected: 0 0.028\n",
      "target(9,1) Expected: 0 0.000\n",
      "target(9,2) Expected: 0 0.000\n",
      "target(9,3) Expected: 0 0.000\n",
      "target(9,4) Expected: 0 0.000\n",
      "target(9,5) Expected: 0 0.000\n",
      "target(9,6) Expected: 0 0.000\n",
      "target(9,7) Expected: 0 0.000\n",
      "target(9,8) Expected: 1 1.000\n",
      "target(9,9) Expected: 0 0.000\n",
      "----------------------------\n",
      "target(X_0,X_1)\n",
      "weight is 0.06558647006750107\n",
      "target(X_0,X_1) -> succ(X_0,X_1),zero(X_1)\n",
      "None\n",
      "weight is 0.5774560570716858\n",
      "target(X_0,X_1) -> succ(X_1,X_0),succ(X_1,X_0)\n",
      "None\n",
      "weight is 0.06118662282824516\n",
      "target(X_0,X_1) -> succ(X_1,X_1),zero(X_1)\n",
      "None\n",
      "----------------------------\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 56 loss is 0.010315243154764175\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 57 loss is 0.009648474864661694\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 58 loss is 0.009020332247018814\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 59 loss is 0.008428963832557201\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 60 loss is 0.00787259265780449\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "target(0,0) Expected: 0 0.135\n",
      "target(0,1) Expected: 0 0.070\n",
      "target(0,2) Expected: 0 0.024\n",
      "target(0,3) Expected: 0 0.024\n",
      "target(0,4) Expected: 0 0.024\n",
      "target(0,5) Expected: 0 0.024\n",
      "target(0,6) Expected: 0 0.024\n",
      "target(0,7) Expected: 0 0.024\n",
      "target(0,8) Expected: 0 0.024\n",
      "target(0,9) Expected: 0 0.024\n",
      "target(1,0) Expected: 1 1.000\n",
      "target(1,1) Expected: 0 0.000\n",
      "target(1,2) Expected: 0 0.026\n",
      "target(1,3) Expected: 0 0.000\n",
      "target(1,4) Expected: 0 0.000\n",
      "target(1,5) Expected: 0 0.000\n",
      "target(1,6) Expected: 0 0.000\n",
      "target(1,7) Expected: 0 0.000\n",
      "target(1,8) Expected: 0 0.000\n",
      "target(1,9) Expected: 0 0.000\n",
      "target(2,0) Expected: 0 0.020\n",
      "target(2,1) Expected: 1 1.000\n",
      "target(2,2) Expected: 0 0.000\n",
      "target(2,3) Expected: 0 0.026\n",
      "target(2,4) Expected: 0 0.000\n",
      "target(2,5) Expected: 0 0.000\n",
      "target(2,6) Expected: 0 0.000\n",
      "target(2,7) Expected: 0 0.000\n",
      "target(2,8) Expected: 0 0.000\n",
      "target(2,9) Expected: 0 0.000\n",
      "target(3,0) Expected: 0 0.020\n",
      "target(3,1) Expected: 0 0.000\n",
      "target(3,2) Expected: 1 1.000\n",
      "target(3,3) Expected: 0 0.000\n",
      "target(3,4) Expected: 0 0.026\n",
      "target(3,5) Expected: 0 0.000\n",
      "target(3,6) Expected: 0 0.000\n",
      "target(3,7) Expected: 0 0.000\n",
      "target(3,8) Expected: 0 0.000\n",
      "target(3,9) Expected: 0 0.000\n",
      "target(4,0) Expected: 0 0.020\n",
      "target(4,1) Expected: 0 0.000\n",
      "target(4,2) Expected: 0 0.000\n",
      "target(4,3) Expected: 1 1.000\n",
      "target(4,4) Expected: 0 0.000\n",
      "target(4,5) Expected: 0 0.026\n",
      "target(4,6) Expected: 0 0.000\n",
      "target(4,7) Expected: 0 0.000\n",
      "target(4,8) Expected: 0 0.000\n",
      "target(4,9) Expected: 0 0.000\n",
      "target(5,0) Expected: 0 0.020\n",
      "target(5,1) Expected: 0 0.000\n",
      "target(5,2) Expected: 0 0.000\n",
      "target(5,3) Expected: 0 0.000\n",
      "target(5,4) Expected: 1 1.000\n",
      "target(5,5) Expected: 0 0.000\n",
      "target(5,6) Expected: 0 0.026\n",
      "target(5,7) Expected: 0 0.000\n",
      "target(5,8) Expected: 0 0.000\n",
      "target(5,9) Expected: 0 0.000\n",
      "target(6,0) Expected: 0 0.020\n",
      "target(6,1) Expected: 0 0.000\n",
      "target(6,2) Expected: 0 0.000\n",
      "target(6,3) Expected: 0 0.000\n",
      "target(6,4) Expected: 0 0.000\n",
      "target(6,5) Expected: 1 1.000\n",
      "target(6,6) Expected: 0 0.000\n",
      "target(6,7) Expected: 0 0.026\n",
      "target(6,8) Expected: 0 0.000\n",
      "target(6,9) Expected: 0 0.000\n",
      "target(7,0) Expected: 0 0.020\n",
      "target(7,1) Expected: 0 0.000\n",
      "target(7,2) Expected: 0 0.000\n",
      "target(7,3) Expected: 0 0.000\n",
      "target(7,4) Expected: 0 0.000\n",
      "target(7,5) Expected: 0 0.000\n",
      "target(7,6) Expected: 1 1.000\n",
      "target(7,7) Expected: 0 0.000\n",
      "target(7,8) Expected: 0 0.026\n",
      "target(7,9) Expected: 0 0.000\n",
      "target(8,0) Expected: 0 0.020\n",
      "target(8,1) Expected: 0 0.000\n",
      "target(8,2) Expected: 0 0.000\n",
      "target(8,3) Expected: 0 0.000\n",
      "target(8,4) Expected: 0 0.000\n",
      "target(8,5) Expected: 0 0.000\n",
      "target(8,6) Expected: 0 0.000\n",
      "target(8,7) Expected: 1 1.000\n",
      "target(8,8) Expected: 0 0.000\n",
      "target(8,9) Expected: 0 0.026\n",
      "target(9,0) Expected: 0 0.020\n",
      "target(9,1) Expected: 0 0.000\n",
      "target(9,2) Expected: 0 0.000\n",
      "target(9,3) Expected: 0 0.000\n",
      "target(9,4) Expected: 0 0.000\n",
      "target(9,5) Expected: 0 0.000\n",
      "target(9,6) Expected: 0 0.000\n",
      "target(9,7) Expected: 0 0.000\n",
      "target(9,8) Expected: 1 1.000\n",
      "target(9,9) Expected: 0 0.000\n",
      "----------------------------\n",
      "target(X_0,X_1)\n",
      "weight is 0.055539488792419434\n",
      "target(X_0,X_1) -> succ(X_0,X_1),zero(X_1)\n",
      "None\n",
      "weight is 0.6485519409179688\n",
      "target(X_0,X_1) -> succ(X_1,X_0),succ(X_1,X_0)\n",
      "None\n",
      "weight is 0.05169825255870819\n",
      "target(X_0,X_1) -> succ(X_1,X_1),zero(X_1)\n",
      "None\n",
      "----------------------------\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 61 loss is 0.00734960101544857\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 62 loss is 0.006858441978693008\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 63 loss is 0.006397618446499109\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 64 loss is 0.005965720396488905\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 65 loss is 0.005561334080994129\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "target(0,0) Expected: 0 0.101\n",
      "target(0,1) Expected: 0 0.051\n",
      "target(0,2) Expected: 0 0.017\n",
      "target(0,3) Expected: 0 0.017\n",
      "target(0,4) Expected: 0 0.017\n",
      "target(0,5) Expected: 0 0.017\n",
      "target(0,6) Expected: 0 0.017\n",
      "target(0,7) Expected: 0 0.017\n",
      "target(0,8) Expected: 0 0.017\n",
      "target(0,9) Expected: 0 0.017\n",
      "target(1,0) Expected: 1 1.000\n",
      "target(1,1) Expected: 0 0.000\n",
      "target(1,2) Expected: 0 0.018\n",
      "target(1,3) Expected: 0 0.000\n",
      "target(1,4) Expected: 0 0.000\n",
      "target(1,5) Expected: 0 0.000\n",
      "target(1,6) Expected: 0 0.000\n",
      "target(1,7) Expected: 0 0.000\n",
      "target(1,8) Expected: 0 0.000\n",
      "target(1,9) Expected: 0 0.000\n",
      "target(2,0) Expected: 0 0.015\n",
      "target(2,1) Expected: 1 1.000\n",
      "target(2,2) Expected: 0 0.000\n",
      "target(2,3) Expected: 0 0.018\n",
      "target(2,4) Expected: 0 0.000\n",
      "target(2,5) Expected: 0 0.000\n",
      "target(2,6) Expected: 0 0.000\n",
      "target(2,7) Expected: 0 0.000\n",
      "target(2,8) Expected: 0 0.000\n",
      "target(2,9) Expected: 0 0.000\n",
      "target(3,0) Expected: 0 0.015\n",
      "target(3,1) Expected: 0 0.000\n",
      "target(3,2) Expected: 1 1.000\n",
      "target(3,3) Expected: 0 0.000\n",
      "target(3,4) Expected: 0 0.018\n",
      "target(3,5) Expected: 0 0.000\n",
      "target(3,6) Expected: 0 0.000\n",
      "target(3,7) Expected: 0 0.000\n",
      "target(3,8) Expected: 0 0.000\n",
      "target(3,9) Expected: 0 0.000\n",
      "target(4,0) Expected: 0 0.015\n",
      "target(4,1) Expected: 0 0.000\n",
      "target(4,2) Expected: 0 0.000\n",
      "target(4,3) Expected: 1 1.000\n",
      "target(4,4) Expected: 0 0.000\n",
      "target(4,5) Expected: 0 0.018\n",
      "target(4,6) Expected: 0 0.000\n",
      "target(4,7) Expected: 0 0.000\n",
      "target(4,8) Expected: 0 0.000\n",
      "target(4,9) Expected: 0 0.000\n",
      "target(5,0) Expected: 0 0.015\n",
      "target(5,1) Expected: 0 0.000\n",
      "target(5,2) Expected: 0 0.000\n",
      "target(5,3) Expected: 0 0.000\n",
      "target(5,4) Expected: 1 1.000\n",
      "target(5,5) Expected: 0 0.000\n",
      "target(5,6) Expected: 0 0.018\n",
      "target(5,7) Expected: 0 0.000\n",
      "target(5,8) Expected: 0 0.000\n",
      "target(5,9) Expected: 0 0.000\n",
      "target(6,0) Expected: 0 0.015\n",
      "target(6,1) Expected: 0 0.000\n",
      "target(6,2) Expected: 0 0.000\n",
      "target(6,3) Expected: 0 0.000\n",
      "target(6,4) Expected: 0 0.000\n",
      "target(6,5) Expected: 1 1.000\n",
      "target(6,6) Expected: 0 0.000\n",
      "target(6,7) Expected: 0 0.018\n",
      "target(6,8) Expected: 0 0.000\n",
      "target(6,9) Expected: 0 0.000\n",
      "target(7,0) Expected: 0 0.015\n",
      "target(7,1) Expected: 0 0.000\n",
      "target(7,2) Expected: 0 0.000\n",
      "target(7,3) Expected: 0 0.000\n",
      "target(7,4) Expected: 0 0.000\n",
      "target(7,5) Expected: 0 0.000\n",
      "target(7,6) Expected: 1 1.000\n",
      "target(7,7) Expected: 0 0.000\n",
      "target(7,8) Expected: 0 0.018\n",
      "target(7,9) Expected: 0 0.000\n",
      "target(8,0) Expected: 0 0.015\n",
      "target(8,1) Expected: 0 0.000\n",
      "target(8,2) Expected: 0 0.000\n",
      "target(8,3) Expected: 0 0.000\n",
      "target(8,4) Expected: 0 0.000\n",
      "target(8,5) Expected: 0 0.000\n",
      "target(8,6) Expected: 0 0.000\n",
      "target(8,7) Expected: 1 1.000\n",
      "target(8,8) Expected: 0 0.000\n",
      "target(8,9) Expected: 0 0.018\n",
      "target(9,0) Expected: 0 0.015\n",
      "target(9,1) Expected: 0 0.000\n",
      "target(9,2) Expected: 0 0.000\n",
      "target(9,3) Expected: 0 0.000\n",
      "target(9,4) Expected: 0 0.000\n",
      "target(9,5) Expected: 0 0.000\n",
      "target(9,6) Expected: 0 0.000\n",
      "target(9,7) Expected: 0 0.000\n",
      "target(9,8) Expected: 1 1.000\n",
      "target(9,9) Expected: 0 0.000\n",
      "----------------------------\n",
      "target(X_0,X_1)\n",
      "weight is 0.7156805992126465\n",
      "target(X_0,X_1) -> succ(X_1,X_0),succ(X_1,X_0)\n",
      "None\n",
      "----------------------------\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 66 loss is 0.0051830830052495\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 67 loss is 0.004829649347811937\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 68 loss is 0.004499705974012613\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 69 loss is 0.004191959742456675\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 70 loss is 0.0039051512721925974\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "target(0,0) Expected: 0 0.074\n",
      "target(0,1) Expected: 0 0.037\n",
      "target(0,2) Expected: 0 0.011\n",
      "target(0,3) Expected: 0 0.011\n",
      "target(0,4) Expected: 0 0.011\n",
      "target(0,5) Expected: 0 0.011\n",
      "target(0,6) Expected: 0 0.011\n",
      "target(0,7) Expected: 0 0.011\n",
      "target(0,8) Expected: 0 0.011\n",
      "target(0,9) Expected: 0 0.011\n",
      "target(1,0) Expected: 1 1.000\n",
      "target(1,1) Expected: 0 0.000\n",
      "target(1,2) Expected: 0 0.012\n",
      "target(1,3) Expected: 0 0.000\n",
      "target(1,4) Expected: 0 0.000\n",
      "target(1,5) Expected: 0 0.000\n",
      "target(1,6) Expected: 0 0.000\n",
      "target(1,7) Expected: 0 0.000\n",
      "target(1,8) Expected: 0 0.000\n",
      "target(1,9) Expected: 0 0.000\n",
      "target(2,0) Expected: 0 0.010\n",
      "target(2,1) Expected: 1 1.000\n",
      "target(2,2) Expected: 0 0.000\n",
      "target(2,3) Expected: 0 0.012\n",
      "target(2,4) Expected: 0 0.000\n",
      "target(2,5) Expected: 0 0.000\n",
      "target(2,6) Expected: 0 0.000\n",
      "target(2,7) Expected: 0 0.000\n",
      "target(2,8) Expected: 0 0.000\n",
      "target(2,9) Expected: 0 0.000\n",
      "target(3,0) Expected: 0 0.010\n",
      "target(3,1) Expected: 0 0.000\n",
      "target(3,2) Expected: 1 1.000\n",
      "target(3,3) Expected: 0 0.000\n",
      "target(3,4) Expected: 0 0.012\n",
      "target(3,5) Expected: 0 0.000\n",
      "target(3,6) Expected: 0 0.000\n",
      "target(3,7) Expected: 0 0.000\n",
      "target(3,8) Expected: 0 0.000\n",
      "target(3,9) Expected: 0 0.000\n",
      "target(4,0) Expected: 0 0.010\n",
      "target(4,1) Expected: 0 0.000\n",
      "target(4,2) Expected: 0 0.000\n",
      "target(4,3) Expected: 1 1.000\n",
      "target(4,4) Expected: 0 0.000\n",
      "target(4,5) Expected: 0 0.012\n",
      "target(4,6) Expected: 0 0.000\n",
      "target(4,7) Expected: 0 0.000\n",
      "target(4,8) Expected: 0 0.000\n",
      "target(4,9) Expected: 0 0.000\n",
      "target(5,0) Expected: 0 0.010\n",
      "target(5,1) Expected: 0 0.000\n",
      "target(5,2) Expected: 0 0.000\n",
      "target(5,3) Expected: 0 0.000\n",
      "target(5,4) Expected: 1 1.000\n",
      "target(5,5) Expected: 0 0.000\n",
      "target(5,6) Expected: 0 0.012\n",
      "target(5,7) Expected: 0 0.000\n",
      "target(5,8) Expected: 0 0.000\n",
      "target(5,9) Expected: 0 0.000\n",
      "target(6,0) Expected: 0 0.010\n",
      "target(6,1) Expected: 0 0.000\n",
      "target(6,2) Expected: 0 0.000\n",
      "target(6,3) Expected: 0 0.000\n",
      "target(6,4) Expected: 0 0.000\n",
      "target(6,5) Expected: 1 1.000\n",
      "target(6,6) Expected: 0 0.000\n",
      "target(6,7) Expected: 0 0.012\n",
      "target(6,8) Expected: 0 0.000\n",
      "target(6,9) Expected: 0 0.000\n",
      "target(7,0) Expected: 0 0.010\n",
      "target(7,1) Expected: 0 0.000\n",
      "target(7,2) Expected: 0 0.000\n",
      "target(7,3) Expected: 0 0.000\n",
      "target(7,4) Expected: 0 0.000\n",
      "target(7,5) Expected: 0 0.000\n",
      "target(7,6) Expected: 1 1.000\n",
      "target(7,7) Expected: 0 0.000\n",
      "target(7,8) Expected: 0 0.012\n",
      "target(7,9) Expected: 0 0.000\n",
      "target(8,0) Expected: 0 0.010\n",
      "target(8,1) Expected: 0 0.000\n",
      "target(8,2) Expected: 0 0.000\n",
      "target(8,3) Expected: 0 0.000\n",
      "target(8,4) Expected: 0 0.000\n",
      "target(8,5) Expected: 0 0.000\n",
      "target(8,6) Expected: 0 0.000\n",
      "target(8,7) Expected: 1 1.000\n",
      "target(8,8) Expected: 0 0.000\n",
      "target(8,9) Expected: 0 0.012\n",
      "target(9,0) Expected: 0 0.010\n",
      "target(9,1) Expected: 0 0.000\n",
      "target(9,2) Expected: 0 0.000\n",
      "target(9,3) Expected: 0 0.000\n",
      "target(9,4) Expected: 0 0.000\n",
      "target(9,5) Expected: 0 0.000\n",
      "target(9,6) Expected: 0 0.000\n",
      "target(9,7) Expected: 0 0.000\n",
      "target(9,8) Expected: 1 1.000\n",
      "target(9,9) Expected: 0 0.000\n",
      "----------------------------\n",
      "target(X_0,X_1)\n",
      "weight is 0.7748959064483643\n",
      "target(X_0,X_1) -> succ(X_1,X_0),succ(X_1,X_0)\n",
      "None\n",
      "----------------------------\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 71 loss is 0.003638055408373475\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 72 loss is 0.003389490768313408\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 73 loss is 0.003158272011205554\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 74 loss is 0.002943316474556923\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 75 loss is 0.0027435419615358114\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "target(0,0) Expected: 0 0.054\n",
      "target(0,1) Expected: 0 0.027\n",
      "target(0,2) Expected: 0 0.008\n",
      "target(0,3) Expected: 0 0.008\n",
      "target(0,4) Expected: 0 0.008\n",
      "target(0,5) Expected: 0 0.008\n",
      "target(0,6) Expected: 0 0.008\n",
      "target(0,7) Expected: 0 0.008\n",
      "target(0,8) Expected: 0 0.008\n",
      "target(0,9) Expected: 0 0.008\n",
      "target(1,0) Expected: 1 1.000\n",
      "target(1,1) Expected: 0 0.000\n",
      "target(1,2) Expected: 0 0.009\n",
      "target(1,3) Expected: 0 0.000\n",
      "target(1,4) Expected: 0 0.000\n",
      "target(1,5) Expected: 0 0.000\n",
      "target(1,6) Expected: 0 0.000\n",
      "target(1,7) Expected: 0 0.000\n",
      "target(1,8) Expected: 0 0.000\n",
      "target(1,9) Expected: 0 0.000\n",
      "target(2,0) Expected: 0 0.007\n",
      "target(2,1) Expected: 1 1.000\n",
      "target(2,2) Expected: 0 0.000\n",
      "target(2,3) Expected: 0 0.009\n",
      "target(2,4) Expected: 0 0.000\n",
      "target(2,5) Expected: 0 0.000\n",
      "target(2,6) Expected: 0 0.000\n",
      "target(2,7) Expected: 0 0.000\n",
      "target(2,8) Expected: 0 0.000\n",
      "target(2,9) Expected: 0 0.000\n",
      "target(3,0) Expected: 0 0.007\n",
      "target(3,1) Expected: 0 0.000\n",
      "target(3,2) Expected: 1 1.000\n",
      "target(3,3) Expected: 0 0.000\n",
      "target(3,4) Expected: 0 0.009\n",
      "target(3,5) Expected: 0 0.000\n",
      "target(3,6) Expected: 0 0.000\n",
      "target(3,7) Expected: 0 0.000\n",
      "target(3,8) Expected: 0 0.000\n",
      "target(3,9) Expected: 0 0.000\n",
      "target(4,0) Expected: 0 0.007\n",
      "target(4,1) Expected: 0 0.000\n",
      "target(4,2) Expected: 0 0.000\n",
      "target(4,3) Expected: 1 1.000\n",
      "target(4,4) Expected: 0 0.000\n",
      "target(4,5) Expected: 0 0.009\n",
      "target(4,6) Expected: 0 0.000\n",
      "target(4,7) Expected: 0 0.000\n",
      "target(4,8) Expected: 0 0.000\n",
      "target(4,9) Expected: 0 0.000\n",
      "target(5,0) Expected: 0 0.007\n",
      "target(5,1) Expected: 0 0.000\n",
      "target(5,2) Expected: 0 0.000\n",
      "target(5,3) Expected: 0 0.000\n",
      "target(5,4) Expected: 1 1.000\n",
      "target(5,5) Expected: 0 0.000\n",
      "target(5,6) Expected: 0 0.009\n",
      "target(5,7) Expected: 0 0.000\n",
      "target(5,8) Expected: 0 0.000\n",
      "target(5,9) Expected: 0 0.000\n",
      "target(6,0) Expected: 0 0.007\n",
      "target(6,1) Expected: 0 0.000\n",
      "target(6,2) Expected: 0 0.000\n",
      "target(6,3) Expected: 0 0.000\n",
      "target(6,4) Expected: 0 0.000\n",
      "target(6,5) Expected: 1 1.000\n",
      "target(6,6) Expected: 0 0.000\n",
      "target(6,7) Expected: 0 0.009\n",
      "target(6,8) Expected: 0 0.000\n",
      "target(6,9) Expected: 0 0.000\n",
      "target(7,0) Expected: 0 0.007\n",
      "target(7,1) Expected: 0 0.000\n",
      "target(7,2) Expected: 0 0.000\n",
      "target(7,3) Expected: 0 0.000\n",
      "target(7,4) Expected: 0 0.000\n",
      "target(7,5) Expected: 0 0.000\n",
      "target(7,6) Expected: 1 1.000\n",
      "target(7,7) Expected: 0 0.000\n",
      "target(7,8) Expected: 0 0.009\n",
      "target(7,9) Expected: 0 0.000\n",
      "target(8,0) Expected: 0 0.007\n",
      "target(8,1) Expected: 0 0.000\n",
      "target(8,2) Expected: 0 0.000\n",
      "target(8,3) Expected: 0 0.000\n",
      "target(8,4) Expected: 0 0.000\n",
      "target(8,5) Expected: 0 0.000\n",
      "target(8,6) Expected: 0 0.000\n",
      "target(8,7) Expected: 1 1.000\n",
      "target(8,8) Expected: 0 0.000\n",
      "target(8,9) Expected: 0 0.009\n",
      "target(9,0) Expected: 0 0.007\n",
      "target(9,1) Expected: 0 0.000\n",
      "target(9,2) Expected: 0 0.000\n",
      "target(9,3) Expected: 0 0.000\n",
      "target(9,4) Expected: 0 0.000\n",
      "target(9,5) Expected: 0 0.000\n",
      "target(9,6) Expected: 0 0.000\n",
      "target(9,7) Expected: 0 0.000\n",
      "target(9,8) Expected: 1 1.000\n",
      "target(9,9) Expected: 0 0.000\n",
      "----------------------------\n",
      "target(X_0,X_1)\n",
      "weight is 0.8241258263587952\n",
      "target(X_0,X_1) -> succ(X_1,X_0),succ(X_1,X_0)\n",
      "None\n",
      "----------------------------\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 76 loss is 0.002557935193181038\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 77 loss is 0.002385534578934312\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 78 loss is 0.0022254132200032473\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 79 loss is 0.002076707547530532\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 80 loss is 0.001938597415573895\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "target(0,0) Expected: 0 0.040\n",
      "target(0,1) Expected: 0 0.019\n",
      "target(0,2) Expected: 0 0.006\n",
      "target(0,3) Expected: 0 0.006\n",
      "target(0,4) Expected: 0 0.006\n",
      "target(0,5) Expected: 0 0.006\n",
      "target(0,6) Expected: 0 0.006\n",
      "target(0,7) Expected: 0 0.006\n",
      "target(0,8) Expected: 0 0.006\n",
      "target(0,9) Expected: 0 0.006\n",
      "target(1,0) Expected: 1 1.000\n",
      "target(1,1) Expected: 0 0.000\n",
      "target(1,2) Expected: 0 0.006\n",
      "target(1,3) Expected: 0 0.000\n",
      "target(1,4) Expected: 0 0.000\n",
      "target(1,5) Expected: 0 0.000\n",
      "target(1,6) Expected: 0 0.000\n",
      "target(1,7) Expected: 0 0.000\n",
      "target(1,8) Expected: 0 0.000\n",
      "target(1,9) Expected: 0 0.000\n",
      "target(2,0) Expected: 0 0.005\n",
      "target(2,1) Expected: 1 1.000\n",
      "target(2,2) Expected: 0 0.000\n",
      "target(2,3) Expected: 0 0.006\n",
      "target(2,4) Expected: 0 0.000\n",
      "target(2,5) Expected: 0 0.000\n",
      "target(2,6) Expected: 0 0.000\n",
      "target(2,7) Expected: 0 0.000\n",
      "target(2,8) Expected: 0 0.000\n",
      "target(2,9) Expected: 0 0.000\n",
      "target(3,0) Expected: 0 0.005\n",
      "target(3,1) Expected: 0 0.000\n",
      "target(3,2) Expected: 1 1.000\n",
      "target(3,3) Expected: 0 0.000\n",
      "target(3,4) Expected: 0 0.006\n",
      "target(3,5) Expected: 0 0.000\n",
      "target(3,6) Expected: 0 0.000\n",
      "target(3,7) Expected: 0 0.000\n",
      "target(3,8) Expected: 0 0.000\n",
      "target(3,9) Expected: 0 0.000\n",
      "target(4,0) Expected: 0 0.005\n",
      "target(4,1) Expected: 0 0.000\n",
      "target(4,2) Expected: 0 0.000\n",
      "target(4,3) Expected: 1 1.000\n",
      "target(4,4) Expected: 0 0.000\n",
      "target(4,5) Expected: 0 0.006\n",
      "target(4,6) Expected: 0 0.000\n",
      "target(4,7) Expected: 0 0.000\n",
      "target(4,8) Expected: 0 0.000\n",
      "target(4,9) Expected: 0 0.000\n",
      "target(5,0) Expected: 0 0.005\n",
      "target(5,1) Expected: 0 0.000\n",
      "target(5,2) Expected: 0 0.000\n",
      "target(5,3) Expected: 0 0.000\n",
      "target(5,4) Expected: 1 1.000\n",
      "target(5,5) Expected: 0 0.000\n",
      "target(5,6) Expected: 0 0.006\n",
      "target(5,7) Expected: 0 0.000\n",
      "target(5,8) Expected: 0 0.000\n",
      "target(5,9) Expected: 0 0.000\n",
      "target(6,0) Expected: 0 0.005\n",
      "target(6,1) Expected: 0 0.000\n",
      "target(6,2) Expected: 0 0.000\n",
      "target(6,3) Expected: 0 0.000\n",
      "target(6,4) Expected: 0 0.000\n",
      "target(6,5) Expected: 1 1.000\n",
      "target(6,6) Expected: 0 0.000\n",
      "target(6,7) Expected: 0 0.006\n",
      "target(6,8) Expected: 0 0.000\n",
      "target(6,9) Expected: 0 0.000\n",
      "target(7,0) Expected: 0 0.005\n",
      "target(7,1) Expected: 0 0.000\n",
      "target(7,2) Expected: 0 0.000\n",
      "target(7,3) Expected: 0 0.000\n",
      "target(7,4) Expected: 0 0.000\n",
      "target(7,5) Expected: 0 0.000\n",
      "target(7,6) Expected: 1 1.000\n",
      "target(7,7) Expected: 0 0.000\n",
      "target(7,8) Expected: 0 0.006\n",
      "target(7,9) Expected: 0 0.000\n",
      "target(8,0) Expected: 0 0.005\n",
      "target(8,1) Expected: 0 0.000\n",
      "target(8,2) Expected: 0 0.000\n",
      "target(8,3) Expected: 0 0.000\n",
      "target(8,4) Expected: 0 0.000\n",
      "target(8,5) Expected: 0 0.000\n",
      "target(8,6) Expected: 0 0.000\n",
      "target(8,7) Expected: 1 1.000\n",
      "target(8,8) Expected: 0 0.000\n",
      "target(8,9) Expected: 0 0.006\n",
      "target(9,0) Expected: 0 0.005\n",
      "target(9,1) Expected: 0 0.000\n",
      "target(9,2) Expected: 0 0.000\n",
      "target(9,3) Expected: 0 0.000\n",
      "target(9,4) Expected: 0 0.000\n",
      "target(9,5) Expected: 0 0.000\n",
      "target(9,6) Expected: 0 0.000\n",
      "target(9,7) Expected: 0 0.000\n",
      "target(9,8) Expected: 1 1.000\n",
      "target(9,9) Expected: 0 0.000\n",
      "----------------------------\n",
      "target(X_0,X_1)\n",
      "weight is 0.8633795976638794\n",
      "target(X_0,X_1) -> succ(X_1,X_0),succ(X_1,X_0)\n",
      "None\n",
      "----------------------------\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 81 loss is 0.001810326473787427\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 82 loss is 0.0016911738784983754\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 83 loss is 0.0015804767608642578\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 84 loss is 0.001477603567764163\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 85 loss is 0.0013819764135405421\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "target(0,0) Expected: 0 0.029\n",
      "target(0,1) Expected: 0 0.014\n",
      "target(0,2) Expected: 0 0.004\n",
      "target(0,3) Expected: 0 0.004\n",
      "target(0,4) Expected: 0 0.004\n",
      "target(0,5) Expected: 0 0.004\n",
      "target(0,6) Expected: 0 0.004\n",
      "target(0,7) Expected: 0 0.004\n",
      "target(0,8) Expected: 0 0.004\n",
      "target(0,9) Expected: 0 0.004\n",
      "target(1,0) Expected: 1 1.000\n",
      "target(1,1) Expected: 0 0.000\n",
      "target(1,2) Expected: 0 0.004\n",
      "target(1,3) Expected: 0 0.000\n",
      "target(1,4) Expected: 0 0.000\n",
      "target(1,5) Expected: 0 0.000\n",
      "target(1,6) Expected: 0 0.000\n",
      "target(1,7) Expected: 0 0.000\n",
      "target(1,8) Expected: 0 0.000\n",
      "target(1,9) Expected: 0 0.000\n",
      "target(2,0) Expected: 0 0.004\n",
      "target(2,1) Expected: 1 1.000\n",
      "target(2,2) Expected: 0 0.000\n",
      "target(2,3) Expected: 0 0.004\n",
      "target(2,4) Expected: 0 0.000\n",
      "target(2,5) Expected: 0 0.000\n",
      "target(2,6) Expected: 0 0.000\n",
      "target(2,7) Expected: 0 0.000\n",
      "target(2,8) Expected: 0 0.000\n",
      "target(2,9) Expected: 0 0.000\n",
      "target(3,0) Expected: 0 0.004\n",
      "target(3,1) Expected: 0 0.000\n",
      "target(3,2) Expected: 1 1.000\n",
      "target(3,3) Expected: 0 0.000\n",
      "target(3,4) Expected: 0 0.004\n",
      "target(3,5) Expected: 0 0.000\n",
      "target(3,6) Expected: 0 0.000\n",
      "target(3,7) Expected: 0 0.000\n",
      "target(3,8) Expected: 0 0.000\n",
      "target(3,9) Expected: 0 0.000\n",
      "target(4,0) Expected: 0 0.004\n",
      "target(4,1) Expected: 0 0.000\n",
      "target(4,2) Expected: 0 0.000\n",
      "target(4,3) Expected: 1 1.000\n",
      "target(4,4) Expected: 0 0.000\n",
      "target(4,5) Expected: 0 0.004\n",
      "target(4,6) Expected: 0 0.000\n",
      "target(4,7) Expected: 0 0.000\n",
      "target(4,8) Expected: 0 0.000\n",
      "target(4,9) Expected: 0 0.000\n",
      "target(5,0) Expected: 0 0.004\n",
      "target(5,1) Expected: 0 0.000\n",
      "target(5,2) Expected: 0 0.000\n",
      "target(5,3) Expected: 0 0.000\n",
      "target(5,4) Expected: 1 1.000\n",
      "target(5,5) Expected: 0 0.000\n",
      "target(5,6) Expected: 0 0.004\n",
      "target(5,7) Expected: 0 0.000\n",
      "target(5,8) Expected: 0 0.000\n",
      "target(5,9) Expected: 0 0.000\n",
      "target(6,0) Expected: 0 0.004\n",
      "target(6,1) Expected: 0 0.000\n",
      "target(6,2) Expected: 0 0.000\n",
      "target(6,3) Expected: 0 0.000\n",
      "target(6,4) Expected: 0 0.000\n",
      "target(6,5) Expected: 1 1.000\n",
      "target(6,6) Expected: 0 0.000\n",
      "target(6,7) Expected: 0 0.004\n",
      "target(6,8) Expected: 0 0.000\n",
      "target(6,9) Expected: 0 0.000\n",
      "target(7,0) Expected: 0 0.004\n",
      "target(7,1) Expected: 0 0.000\n",
      "target(7,2) Expected: 0 0.000\n",
      "target(7,3) Expected: 0 0.000\n",
      "target(7,4) Expected: 0 0.000\n",
      "target(7,5) Expected: 0 0.000\n",
      "target(7,6) Expected: 1 1.000\n",
      "target(7,7) Expected: 0 0.000\n",
      "target(7,8) Expected: 0 0.004\n",
      "target(7,9) Expected: 0 0.000\n",
      "target(8,0) Expected: 0 0.004\n",
      "target(8,1) Expected: 0 0.000\n",
      "target(8,2) Expected: 0 0.000\n",
      "target(8,3) Expected: 0 0.000\n",
      "target(8,4) Expected: 0 0.000\n",
      "target(8,5) Expected: 0 0.000\n",
      "target(8,6) Expected: 0 0.000\n",
      "target(8,7) Expected: 1 1.000\n",
      "target(8,8) Expected: 0 0.000\n",
      "target(8,9) Expected: 0 0.004\n",
      "target(9,0) Expected: 0 0.004\n",
      "target(9,1) Expected: 0 0.000\n",
      "target(9,2) Expected: 0 0.000\n",
      "target(9,3) Expected: 0 0.000\n",
      "target(9,4) Expected: 0 0.000\n",
      "target(9,5) Expected: 0 0.000\n",
      "target(9,6) Expected: 0 0.000\n",
      "target(9,7) Expected: 0 0.000\n",
      "target(9,8) Expected: 1 1.000\n",
      "target(9,9) Expected: 0 0.000\n",
      "----------------------------\n",
      "target(X_0,X_1)\n",
      "weight is 0.8939245939254761\n",
      "target(X_0,X_1) -> succ(X_1,X_0),succ(X_1,X_0)\n",
      "None\n",
      "----------------------------\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 86 loss is 0.001293057925067842\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 87 loss is 0.0012103557819500566\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 88 loss is 0.0011333932634443045\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 89 loss is 0.001061753835529089\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 90 loss is 0.0009950443636626005\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "target(0,0) Expected: 0 0.021\n",
      "target(0,1) Expected: 0 0.010\n",
      "target(0,2) Expected: 0 0.003\n",
      "target(0,3) Expected: 0 0.003\n",
      "target(0,4) Expected: 0 0.003\n",
      "target(0,5) Expected: 0 0.003\n",
      "target(0,6) Expected: 0 0.003\n",
      "target(0,7) Expected: 0 0.003\n",
      "target(0,8) Expected: 0 0.003\n",
      "target(0,9) Expected: 0 0.003\n",
      "target(1,0) Expected: 1 1.000\n",
      "target(1,1) Expected: 0 0.000\n",
      "target(1,2) Expected: 0 0.003\n",
      "target(1,3) Expected: 0 0.000\n",
      "target(1,4) Expected: 0 0.000\n",
      "target(1,5) Expected: 0 0.000\n",
      "target(1,6) Expected: 0 0.000\n",
      "target(1,7) Expected: 0 0.000\n",
      "target(1,8) Expected: 0 0.000\n",
      "target(1,9) Expected: 0 0.000\n",
      "target(2,0) Expected: 0 0.003\n",
      "target(2,1) Expected: 1 1.000\n",
      "target(2,2) Expected: 0 0.000\n",
      "target(2,3) Expected: 0 0.003\n",
      "target(2,4) Expected: 0 0.000\n",
      "target(2,5) Expected: 0 0.000\n",
      "target(2,6) Expected: 0 0.000\n",
      "target(2,7) Expected: 0 0.000\n",
      "target(2,8) Expected: 0 0.000\n",
      "target(2,9) Expected: 0 0.000\n",
      "target(3,0) Expected: 0 0.003\n",
      "target(3,1) Expected: 0 0.000\n",
      "target(3,2) Expected: 1 1.000\n",
      "target(3,3) Expected: 0 0.000\n",
      "target(3,4) Expected: 0 0.003\n",
      "target(3,5) Expected: 0 0.000\n",
      "target(3,6) Expected: 0 0.000\n",
      "target(3,7) Expected: 0 0.000\n",
      "target(3,8) Expected: 0 0.000\n",
      "target(3,9) Expected: 0 0.000\n",
      "target(4,0) Expected: 0 0.003\n",
      "target(4,1) Expected: 0 0.000\n",
      "target(4,2) Expected: 0 0.000\n",
      "target(4,3) Expected: 1 1.000\n",
      "target(4,4) Expected: 0 0.000\n",
      "target(4,5) Expected: 0 0.003\n",
      "target(4,6) Expected: 0 0.000\n",
      "target(4,7) Expected: 0 0.000\n",
      "target(4,8) Expected: 0 0.000\n",
      "target(4,9) Expected: 0 0.000\n",
      "target(5,0) Expected: 0 0.003\n",
      "target(5,1) Expected: 0 0.000\n",
      "target(5,2) Expected: 0 0.000\n",
      "target(5,3) Expected: 0 0.000\n",
      "target(5,4) Expected: 1 1.000\n",
      "target(5,5) Expected: 0 0.000\n",
      "target(5,6) Expected: 0 0.003\n",
      "target(5,7) Expected: 0 0.000\n",
      "target(5,8) Expected: 0 0.000\n",
      "target(5,9) Expected: 0 0.000\n",
      "target(6,0) Expected: 0 0.003\n",
      "target(6,1) Expected: 0 0.000\n",
      "target(6,2) Expected: 0 0.000\n",
      "target(6,3) Expected: 0 0.000\n",
      "target(6,4) Expected: 0 0.000\n",
      "target(6,5) Expected: 1 1.000\n",
      "target(6,6) Expected: 0 0.000\n",
      "target(6,7) Expected: 0 0.003\n",
      "target(6,8) Expected: 0 0.000\n",
      "target(6,9) Expected: 0 0.000\n",
      "target(7,0) Expected: 0 0.003\n",
      "target(7,1) Expected: 0 0.000\n",
      "target(7,2) Expected: 0 0.000\n",
      "target(7,3) Expected: 0 0.000\n",
      "target(7,4) Expected: 0 0.000\n",
      "target(7,5) Expected: 0 0.000\n",
      "target(7,6) Expected: 1 1.000\n",
      "target(7,7) Expected: 0 0.000\n",
      "target(7,8) Expected: 0 0.003\n",
      "target(7,9) Expected: 0 0.000\n",
      "target(8,0) Expected: 0 0.003\n",
      "target(8,1) Expected: 0 0.000\n",
      "target(8,2) Expected: 0 0.000\n",
      "target(8,3) Expected: 0 0.000\n",
      "target(8,4) Expected: 0 0.000\n",
      "target(8,5) Expected: 0 0.000\n",
      "target(8,6) Expected: 0 0.000\n",
      "target(8,7) Expected: 1 1.000\n",
      "target(8,8) Expected: 0 0.000\n",
      "target(8,9) Expected: 0 0.003\n",
      "target(9,0) Expected: 0 0.003\n",
      "target(9,1) Expected: 0 0.000\n",
      "target(9,2) Expected: 0 0.000\n",
      "target(9,3) Expected: 0 0.000\n",
      "target(9,4) Expected: 0 0.000\n",
      "target(9,5) Expected: 0 0.000\n",
      "target(9,6) Expected: 0 0.000\n",
      "target(9,7) Expected: 0 0.000\n",
      "target(9,8) Expected: 1 1.000\n",
      "target(9,9) Expected: 0 0.000\n",
      "----------------------------\n",
      "target(X_0,X_1)\n",
      "weight is 0.9174282550811768\n",
      "target(X_0,X_1) -> succ(X_1,X_0),succ(X_1,X_0)\n",
      "None\n",
      "----------------------------\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 91 loss is 0.0009328981977887452\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 92 loss is 0.0008749648695811629\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 93 loss is 0.0008209513616748154\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 94 loss is 0.0007705655880272388\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 95 loss is 0.0007235287921503186\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "target(0,0) Expected: 0 0.016\n",
      "target(0,1) Expected: 0 0.008\n",
      "target(0,2) Expected: 0 0.002\n",
      "target(0,3) Expected: 0 0.002\n",
      "target(0,4) Expected: 0 0.002\n",
      "target(0,5) Expected: 0 0.002\n",
      "target(0,6) Expected: 0 0.002\n",
      "target(0,7) Expected: 0 0.002\n",
      "target(0,8) Expected: 0 0.002\n",
      "target(0,9) Expected: 0 0.002\n",
      "target(1,0) Expected: 1 1.000\n",
      "target(1,1) Expected: 0 0.000\n",
      "target(1,2) Expected: 0 0.002\n",
      "target(1,3) Expected: 0 0.000\n",
      "target(1,4) Expected: 0 0.000\n",
      "target(1,5) Expected: 0 0.000\n",
      "target(1,6) Expected: 0 0.000\n",
      "target(1,7) Expected: 0 0.000\n",
      "target(1,8) Expected: 0 0.000\n",
      "target(1,9) Expected: 0 0.000\n",
      "target(2,0) Expected: 0 0.002\n",
      "target(2,1) Expected: 1 1.000\n",
      "target(2,2) Expected: 0 0.000\n",
      "target(2,3) Expected: 0 0.002\n",
      "target(2,4) Expected: 0 0.000\n",
      "target(2,5) Expected: 0 0.000\n",
      "target(2,6) Expected: 0 0.000\n",
      "target(2,7) Expected: 0 0.000\n",
      "target(2,8) Expected: 0 0.000\n",
      "target(2,9) Expected: 0 0.000\n",
      "target(3,0) Expected: 0 0.002\n",
      "target(3,1) Expected: 0 0.000\n",
      "target(3,2) Expected: 1 1.000\n",
      "target(3,3) Expected: 0 0.000\n",
      "target(3,4) Expected: 0 0.002\n",
      "target(3,5) Expected: 0 0.000\n",
      "target(3,6) Expected: 0 0.000\n",
      "target(3,7) Expected: 0 0.000\n",
      "target(3,8) Expected: 0 0.000\n",
      "target(3,9) Expected: 0 0.000\n",
      "target(4,0) Expected: 0 0.002\n",
      "target(4,1) Expected: 0 0.000\n",
      "target(4,2) Expected: 0 0.000\n",
      "target(4,3) Expected: 1 1.000\n",
      "target(4,4) Expected: 0 0.000\n",
      "target(4,5) Expected: 0 0.002\n",
      "target(4,6) Expected: 0 0.000\n",
      "target(4,7) Expected: 0 0.000\n",
      "target(4,8) Expected: 0 0.000\n",
      "target(4,9) Expected: 0 0.000\n",
      "target(5,0) Expected: 0 0.002\n",
      "target(5,1) Expected: 0 0.000\n",
      "target(5,2) Expected: 0 0.000\n",
      "target(5,3) Expected: 0 0.000\n",
      "target(5,4) Expected: 1 1.000\n",
      "target(5,5) Expected: 0 0.000\n",
      "target(5,6) Expected: 0 0.002\n",
      "target(5,7) Expected: 0 0.000\n",
      "target(5,8) Expected: 0 0.000\n",
      "target(5,9) Expected: 0 0.000\n",
      "target(6,0) Expected: 0 0.002\n",
      "target(6,1) Expected: 0 0.000\n",
      "target(6,2) Expected: 0 0.000\n",
      "target(6,3) Expected: 0 0.000\n",
      "target(6,4) Expected: 0 0.000\n",
      "target(6,5) Expected: 1 1.000\n",
      "target(6,6) Expected: 0 0.000\n",
      "target(6,7) Expected: 0 0.002\n",
      "target(6,8) Expected: 0 0.000\n",
      "target(6,9) Expected: 0 0.000\n",
      "target(7,0) Expected: 0 0.002\n",
      "target(7,1) Expected: 0 0.000\n",
      "target(7,2) Expected: 0 0.000\n",
      "target(7,3) Expected: 0 0.000\n",
      "target(7,4) Expected: 0 0.000\n",
      "target(7,5) Expected: 0 0.000\n",
      "target(7,6) Expected: 1 1.000\n",
      "target(7,7) Expected: 0 0.000\n",
      "target(7,8) Expected: 0 0.002\n",
      "target(7,9) Expected: 0 0.000\n",
      "target(8,0) Expected: 0 0.002\n",
      "target(8,1) Expected: 0 0.000\n",
      "target(8,2) Expected: 0 0.000\n",
      "target(8,3) Expected: 0 0.000\n",
      "target(8,4) Expected: 0 0.000\n",
      "target(8,5) Expected: 0 0.000\n",
      "target(8,6) Expected: 0 0.000\n",
      "target(8,7) Expected: 1 1.000\n",
      "target(8,8) Expected: 0 0.000\n",
      "target(8,9) Expected: 0 0.002\n",
      "target(9,0) Expected: 0 0.002\n",
      "target(9,1) Expected: 0 0.000\n",
      "target(9,2) Expected: 0 0.000\n",
      "target(9,3) Expected: 0 0.000\n",
      "target(9,4) Expected: 0 0.000\n",
      "target(9,5) Expected: 0 0.000\n",
      "target(9,6) Expected: 0 0.000\n",
      "target(9,7) Expected: 0 0.000\n",
      "target(9,8) Expected: 1 1.000\n",
      "target(9,9) Expected: 0 0.000\n",
      "----------------------------\n",
      "target(X_0,X_1)\n",
      "weight is 0.9354645609855652\n",
      "target(X_0,X_1) -> succ(X_1,X_0),succ(X_1,X_0)\n",
      "None\n",
      "----------------------------\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 96 loss is 0.0006796225789003074\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 97 loss is 0.0006386032910086215\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 98 loss is 0.0006002648733556271\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 99 loss is 0.0005644178600050509\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 100 loss is 0.0005308885592967272\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "target(0,0) Expected: 0 0.012\n",
      "target(0,1) Expected: 0 0.006\n",
      "target(0,2) Expected: 0 0.001\n",
      "target(0,3) Expected: 0 0.001\n",
      "target(0,4) Expected: 0 0.001\n",
      "target(0,5) Expected: 0 0.001\n",
      "target(0,6) Expected: 0 0.001\n",
      "target(0,7) Expected: 0 0.001\n",
      "target(0,8) Expected: 0 0.001\n",
      "target(0,9) Expected: 0 0.001\n",
      "target(1,0) Expected: 1 1.000\n",
      "target(1,1) Expected: 0 0.000\n",
      "target(1,2) Expected: 0 0.002\n",
      "target(1,3) Expected: 0 0.000\n",
      "target(1,4) Expected: 0 0.000\n",
      "target(1,5) Expected: 0 0.000\n",
      "target(1,6) Expected: 0 0.000\n",
      "target(1,7) Expected: 0 0.000\n",
      "target(1,8) Expected: 0 0.000\n",
      "target(1,9) Expected: 0 0.000\n",
      "target(2,0) Expected: 0 0.001\n",
      "target(2,1) Expected: 1 1.000\n",
      "target(2,2) Expected: 0 0.000\n",
      "target(2,3) Expected: 0 0.002\n",
      "target(2,4) Expected: 0 0.000\n",
      "target(2,5) Expected: 0 0.000\n",
      "target(2,6) Expected: 0 0.000\n",
      "target(2,7) Expected: 0 0.000\n",
      "target(2,8) Expected: 0 0.000\n",
      "target(2,9) Expected: 0 0.000\n",
      "target(3,0) Expected: 0 0.001\n",
      "target(3,1) Expected: 0 0.000\n",
      "target(3,2) Expected: 1 1.000\n",
      "target(3,3) Expected: 0 0.000\n",
      "target(3,4) Expected: 0 0.002\n",
      "target(3,5) Expected: 0 0.000\n",
      "target(3,6) Expected: 0 0.000\n",
      "target(3,7) Expected: 0 0.000\n",
      "target(3,8) Expected: 0 0.000\n",
      "target(3,9) Expected: 0 0.000\n",
      "target(4,0) Expected: 0 0.001\n",
      "target(4,1) Expected: 0 0.000\n",
      "target(4,2) Expected: 0 0.000\n",
      "target(4,3) Expected: 1 1.000\n",
      "target(4,4) Expected: 0 0.000\n",
      "target(4,5) Expected: 0 0.002\n",
      "target(4,6) Expected: 0 0.000\n",
      "target(4,7) Expected: 0 0.000\n",
      "target(4,8) Expected: 0 0.000\n",
      "target(4,9) Expected: 0 0.000\n",
      "target(5,0) Expected: 0 0.001\n",
      "target(5,1) Expected: 0 0.000\n",
      "target(5,2) Expected: 0 0.000\n",
      "target(5,3) Expected: 0 0.000\n",
      "target(5,4) Expected: 1 1.000\n",
      "target(5,5) Expected: 0 0.000\n",
      "target(5,6) Expected: 0 0.002\n",
      "target(5,7) Expected: 0 0.000\n",
      "target(5,8) Expected: 0 0.000\n",
      "target(5,9) Expected: 0 0.000\n",
      "target(6,0) Expected: 0 0.001\n",
      "target(6,1) Expected: 0 0.000\n",
      "target(6,2) Expected: 0 0.000\n",
      "target(6,3) Expected: 0 0.000\n",
      "target(6,4) Expected: 0 0.000\n",
      "target(6,5) Expected: 1 1.000\n",
      "target(6,6) Expected: 0 0.000\n",
      "target(6,7) Expected: 0 0.002\n",
      "target(6,8) Expected: 0 0.000\n",
      "target(6,9) Expected: 0 0.000\n",
      "target(7,0) Expected: 0 0.001\n",
      "target(7,1) Expected: 0 0.000\n",
      "target(7,2) Expected: 0 0.000\n",
      "target(7,3) Expected: 0 0.000\n",
      "target(7,4) Expected: 0 0.000\n",
      "target(7,5) Expected: 0 0.000\n",
      "target(7,6) Expected: 1 1.000\n",
      "target(7,7) Expected: 0 0.000\n",
      "target(7,8) Expected: 0 0.002\n",
      "target(7,9) Expected: 0 0.000\n",
      "target(8,0) Expected: 0 0.001\n",
      "target(8,1) Expected: 0 0.000\n",
      "target(8,2) Expected: 0 0.000\n",
      "target(8,3) Expected: 0 0.000\n",
      "target(8,4) Expected: 0 0.000\n",
      "target(8,5) Expected: 0 0.000\n",
      "target(8,6) Expected: 0 0.000\n",
      "target(8,7) Expected: 1 1.000\n",
      "target(8,8) Expected: 0 0.000\n",
      "target(8,9) Expected: 0 0.002\n",
      "target(9,0) Expected: 0 0.001\n",
      "target(9,1) Expected: 0 0.000\n",
      "target(9,2) Expected: 0 0.000\n",
      "target(9,3) Expected: 0 0.000\n",
      "target(9,4) Expected: 0 0.000\n",
      "target(9,5) Expected: 0 0.000\n",
      "target(9,6) Expected: 0 0.000\n",
      "target(9,7) Expected: 0 0.000\n",
      "target(9,8) Expected: 1 1.000\n",
      "target(9,9) Expected: 0 0.000\n",
      "----------------------------\n",
      "target(X_0,X_1)\n",
      "weight is 0.9493350982666016\n",
      "target(X_0,X_1) -> succ(X_1,X_0),succ(X_1,X_0)\n",
      "None\n",
      "----------------------------\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 101 loss is 0.0004995113704353571\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 102 loss is 0.00047012747381813824\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 103 loss is 0.0004426112282089889\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 104 loss is 0.0004168245941400528\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 105 loss is 0.00039265246596187353\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "target(0,0) Expected: 0 0.009\n",
      "target(0,1) Expected: 0 0.004\n",
      "target(0,2) Expected: 0 0.001\n",
      "target(0,3) Expected: 0 0.001\n",
      "target(0,4) Expected: 0 0.001\n",
      "target(0,5) Expected: 0 0.001\n",
      "target(0,6) Expected: 0 0.001\n",
      "target(0,7) Expected: 0 0.001\n",
      "target(0,8) Expected: 0 0.001\n",
      "target(0,9) Expected: 0 0.001\n",
      "target(1,0) Expected: 1 1.000\n",
      "target(1,1) Expected: 0 0.000\n",
      "target(1,2) Expected: 0 0.001\n",
      "target(1,3) Expected: 0 0.000\n",
      "target(1,4) Expected: 0 0.000\n",
      "target(1,5) Expected: 0 0.000\n",
      "target(1,6) Expected: 0 0.000\n",
      "target(1,7) Expected: 0 0.000\n",
      "target(1,8) Expected: 0 0.000\n",
      "target(1,9) Expected: 0 0.000\n",
      "target(2,0) Expected: 0 0.001\n",
      "target(2,1) Expected: 1 1.000\n",
      "target(2,2) Expected: 0 0.000\n",
      "target(2,3) Expected: 0 0.001\n",
      "target(2,4) Expected: 0 0.000\n",
      "target(2,5) Expected: 0 0.000\n",
      "target(2,6) Expected: 0 0.000\n",
      "target(2,7) Expected: 0 0.000\n",
      "target(2,8) Expected: 0 0.000\n",
      "target(2,9) Expected: 0 0.000\n",
      "target(3,0) Expected: 0 0.001\n",
      "target(3,1) Expected: 0 0.000\n",
      "target(3,2) Expected: 1 1.000\n",
      "target(3,3) Expected: 0 0.000\n",
      "target(3,4) Expected: 0 0.001\n",
      "target(3,5) Expected: 0 0.000\n",
      "target(3,6) Expected: 0 0.000\n",
      "target(3,7) Expected: 0 0.000\n",
      "target(3,8) Expected: 0 0.000\n",
      "target(3,9) Expected: 0 0.000\n",
      "target(4,0) Expected: 0 0.001\n",
      "target(4,1) Expected: 0 0.000\n",
      "target(4,2) Expected: 0 0.000\n",
      "target(4,3) Expected: 1 1.000\n",
      "target(4,4) Expected: 0 0.000\n",
      "target(4,5) Expected: 0 0.001\n",
      "target(4,6) Expected: 0 0.000\n",
      "target(4,7) Expected: 0 0.000\n",
      "target(4,8) Expected: 0 0.000\n",
      "target(4,9) Expected: 0 0.000\n",
      "target(5,0) Expected: 0 0.001\n",
      "target(5,1) Expected: 0 0.000\n",
      "target(5,2) Expected: 0 0.000\n",
      "target(5,3) Expected: 0 0.000\n",
      "target(5,4) Expected: 1 1.000\n",
      "target(5,5) Expected: 0 0.000\n",
      "target(5,6) Expected: 0 0.001\n",
      "target(5,7) Expected: 0 0.000\n",
      "target(5,8) Expected: 0 0.000\n",
      "target(5,9) Expected: 0 0.000\n",
      "target(6,0) Expected: 0 0.001\n",
      "target(6,1) Expected: 0 0.000\n",
      "target(6,2) Expected: 0 0.000\n",
      "target(6,3) Expected: 0 0.000\n",
      "target(6,4) Expected: 0 0.000\n",
      "target(6,5) Expected: 1 1.000\n",
      "target(6,6) Expected: 0 0.000\n",
      "target(6,7) Expected: 0 0.001\n",
      "target(6,8) Expected: 0 0.000\n",
      "target(6,9) Expected: 0 0.000\n",
      "target(7,0) Expected: 0 0.001\n",
      "target(7,1) Expected: 0 0.000\n",
      "target(7,2) Expected: 0 0.000\n",
      "target(7,3) Expected: 0 0.000\n",
      "target(7,4) Expected: 0 0.000\n",
      "target(7,5) Expected: 0 0.000\n",
      "target(7,6) Expected: 1 1.000\n",
      "target(7,7) Expected: 0 0.000\n",
      "target(7,8) Expected: 0 0.001\n",
      "target(7,9) Expected: 0 0.000\n",
      "target(8,0) Expected: 0 0.001\n",
      "target(8,1) Expected: 0 0.000\n",
      "target(8,2) Expected: 0 0.000\n",
      "target(8,3) Expected: 0 0.000\n",
      "target(8,4) Expected: 0 0.000\n",
      "target(8,5) Expected: 0 0.000\n",
      "target(8,6) Expected: 0 0.000\n",
      "target(8,7) Expected: 1 1.000\n",
      "target(8,8) Expected: 0 0.000\n",
      "target(8,9) Expected: 0 0.001\n",
      "target(9,0) Expected: 0 0.001\n",
      "target(9,1) Expected: 0 0.000\n",
      "target(9,2) Expected: 0 0.000\n",
      "target(9,3) Expected: 0 0.000\n",
      "target(9,4) Expected: 0 0.000\n",
      "target(9,5) Expected: 0 0.000\n",
      "target(9,6) Expected: 0 0.000\n",
      "target(9,7) Expected: 0 0.000\n",
      "target(9,8) Expected: 1 1.000\n",
      "target(9,9) Expected: 0 0.000\n",
      "----------------------------\n",
      "target(X_0,X_1)\n",
      "weight is 0.9600500464439392\n",
      "target(X_0,X_1) -> succ(X_1,X_0),succ(X_1,X_0)\n",
      "None\n",
      "----------------------------\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 106 loss is 0.0003699862863868475\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 107 loss is 0.00034871482057496905\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 108 loss is 0.0003287626022938639\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 109 loss is 0.00031001862953417003\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 110 loss is 0.0002924190484918654\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "target(0,0) Expected: 0 0.007\n",
      "target(0,1) Expected: 0 0.003\n",
      "target(0,2) Expected: 0 0.001\n",
      "target(0,3) Expected: 0 0.001\n",
      "target(0,4) Expected: 0 0.001\n",
      "target(0,5) Expected: 0 0.001\n",
      "target(0,6) Expected: 0 0.001\n",
      "target(0,7) Expected: 0 0.001\n",
      "target(0,8) Expected: 0 0.001\n",
      "target(0,9) Expected: 0 0.001\n",
      "target(1,0) Expected: 1 1.000\n",
      "target(1,1) Expected: 0 0.000\n",
      "target(1,2) Expected: 0 0.001\n",
      "target(1,3) Expected: 0 0.000\n",
      "target(1,4) Expected: 0 0.000\n",
      "target(1,5) Expected: 0 0.000\n",
      "target(1,6) Expected: 0 0.000\n",
      "target(1,7) Expected: 0 0.000\n",
      "target(1,8) Expected: 0 0.000\n",
      "target(1,9) Expected: 0 0.000\n",
      "target(2,0) Expected: 0 0.001\n",
      "target(2,1) Expected: 1 1.000\n",
      "target(2,2) Expected: 0 0.000\n",
      "target(2,3) Expected: 0 0.001\n",
      "target(2,4) Expected: 0 0.000\n",
      "target(2,5) Expected: 0 0.000\n",
      "target(2,6) Expected: 0 0.000\n",
      "target(2,7) Expected: 0 0.000\n",
      "target(2,8) Expected: 0 0.000\n",
      "target(2,9) Expected: 0 0.000\n",
      "target(3,0) Expected: 0 0.001\n",
      "target(3,1) Expected: 0 0.000\n",
      "target(3,2) Expected: 1 1.000\n",
      "target(3,3) Expected: 0 0.000\n",
      "target(3,4) Expected: 0 0.001\n",
      "target(3,5) Expected: 0 0.000\n",
      "target(3,6) Expected: 0 0.000\n",
      "target(3,7) Expected: 0 0.000\n",
      "target(3,8) Expected: 0 0.000\n",
      "target(3,9) Expected: 0 0.000\n",
      "target(4,0) Expected: 0 0.001\n",
      "target(4,1) Expected: 0 0.000\n",
      "target(4,2) Expected: 0 0.000\n",
      "target(4,3) Expected: 1 1.000\n",
      "target(4,4) Expected: 0 0.000\n",
      "target(4,5) Expected: 0 0.001\n",
      "target(4,6) Expected: 0 0.000\n",
      "target(4,7) Expected: 0 0.000\n",
      "target(4,8) Expected: 0 0.000\n",
      "target(4,9) Expected: 0 0.000\n",
      "target(5,0) Expected: 0 0.001\n",
      "target(5,1) Expected: 0 0.000\n",
      "target(5,2) Expected: 0 0.000\n",
      "target(5,3) Expected: 0 0.000\n",
      "target(5,4) Expected: 1 1.000\n",
      "target(5,5) Expected: 0 0.000\n",
      "target(5,6) Expected: 0 0.001\n",
      "target(5,7) Expected: 0 0.000\n",
      "target(5,8) Expected: 0 0.000\n",
      "target(5,9) Expected: 0 0.000\n",
      "target(6,0) Expected: 0 0.001\n",
      "target(6,1) Expected: 0 0.000\n",
      "target(6,2) Expected: 0 0.000\n",
      "target(6,3) Expected: 0 0.000\n",
      "target(6,4) Expected: 0 0.000\n",
      "target(6,5) Expected: 1 1.000\n",
      "target(6,6) Expected: 0 0.000\n",
      "target(6,7) Expected: 0 0.001\n",
      "target(6,8) Expected: 0 0.000\n",
      "target(6,9) Expected: 0 0.000\n",
      "target(7,0) Expected: 0 0.001\n",
      "target(7,1) Expected: 0 0.000\n",
      "target(7,2) Expected: 0 0.000\n",
      "target(7,3) Expected: 0 0.000\n",
      "target(7,4) Expected: 0 0.000\n",
      "target(7,5) Expected: 0 0.000\n",
      "target(7,6) Expected: 1 1.000\n",
      "target(7,7) Expected: 0 0.000\n",
      "target(7,8) Expected: 0 0.001\n",
      "target(7,9) Expected: 0 0.000\n",
      "target(8,0) Expected: 0 0.001\n",
      "target(8,1) Expected: 0 0.000\n",
      "target(8,2) Expected: 0 0.000\n",
      "target(8,3) Expected: 0 0.000\n",
      "target(8,4) Expected: 0 0.000\n",
      "target(8,5) Expected: 0 0.000\n",
      "target(8,6) Expected: 0 0.000\n",
      "target(8,7) Expected: 1 1.000\n",
      "target(8,8) Expected: 0 0.000\n",
      "target(8,9) Expected: 0 0.001\n",
      "target(9,0) Expected: 0 0.001\n",
      "target(9,1) Expected: 0 0.000\n",
      "target(9,2) Expected: 0 0.000\n",
      "target(9,3) Expected: 0 0.000\n",
      "target(9,4) Expected: 0 0.000\n",
      "target(9,5) Expected: 0 0.000\n",
      "target(9,6) Expected: 0 0.000\n",
      "target(9,7) Expected: 0 0.000\n",
      "target(9,8) Expected: 1 1.000\n",
      "target(9,9) Expected: 0 0.000\n",
      "----------------------------\n",
      "target(X_0,X_1)\n",
      "weight is 0.9683724641799927\n",
      "target(X_0,X_1) -> succ(X_1,X_0),succ(X_1,X_0)\n",
      "None\n",
      "----------------------------\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 111 loss is 0.0002758773334790021\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 112 loss is 0.0002603268949314952\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 113 loss is 0.0002457170921843499\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 114 loss is 0.0002319670602446422\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 115 loss is 0.00021903179003857076\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "target(0,0) Expected: 0 0.005\n",
      "target(0,1) Expected: 0 0.003\n",
      "target(0,2) Expected: 0 0.001\n",
      "target(0,3) Expected: 0 0.001\n",
      "target(0,4) Expected: 0 0.001\n",
      "target(0,5) Expected: 0 0.001\n",
      "target(0,6) Expected: 0 0.001\n",
      "target(0,7) Expected: 0 0.001\n",
      "target(0,8) Expected: 0 0.001\n",
      "target(0,9) Expected: 0 0.001\n",
      "target(1,0) Expected: 1 1.000\n",
      "target(1,1) Expected: 0 0.000\n",
      "target(1,2) Expected: 0 0.001\n",
      "target(1,3) Expected: 0 0.000\n",
      "target(1,4) Expected: 0 0.000\n",
      "target(1,5) Expected: 0 0.000\n",
      "target(1,6) Expected: 0 0.000\n",
      "target(1,7) Expected: 0 0.000\n",
      "target(1,8) Expected: 0 0.000\n",
      "target(1,9) Expected: 0 0.000\n",
      "target(2,0) Expected: 0 0.001\n",
      "target(2,1) Expected: 1 1.000\n",
      "target(2,2) Expected: 0 0.000\n",
      "target(2,3) Expected: 0 0.001\n",
      "target(2,4) Expected: 0 0.000\n",
      "target(2,5) Expected: 0 0.000\n",
      "target(2,6) Expected: 0 0.000\n",
      "target(2,7) Expected: 0 0.000\n",
      "target(2,8) Expected: 0 0.000\n",
      "target(2,9) Expected: 0 0.000\n",
      "target(3,0) Expected: 0 0.001\n",
      "target(3,1) Expected: 0 0.000\n",
      "target(3,2) Expected: 1 1.000\n",
      "target(3,3) Expected: 0 0.000\n",
      "target(3,4) Expected: 0 0.001\n",
      "target(3,5) Expected: 0 0.000\n",
      "target(3,6) Expected: 0 0.000\n",
      "target(3,7) Expected: 0 0.000\n",
      "target(3,8) Expected: 0 0.000\n",
      "target(3,9) Expected: 0 0.000\n",
      "target(4,0) Expected: 0 0.001\n",
      "target(4,1) Expected: 0 0.000\n",
      "target(4,2) Expected: 0 0.000\n",
      "target(4,3) Expected: 1 1.000\n",
      "target(4,4) Expected: 0 0.000\n",
      "target(4,5) Expected: 0 0.001\n",
      "target(4,6) Expected: 0 0.000\n",
      "target(4,7) Expected: 0 0.000\n",
      "target(4,8) Expected: 0 0.000\n",
      "target(4,9) Expected: 0 0.000\n",
      "target(5,0) Expected: 0 0.001\n",
      "target(5,1) Expected: 0 0.000\n",
      "target(5,2) Expected: 0 0.000\n",
      "target(5,3) Expected: 0 0.000\n",
      "target(5,4) Expected: 1 1.000\n",
      "target(5,5) Expected: 0 0.000\n",
      "target(5,6) Expected: 0 0.001\n",
      "target(5,7) Expected: 0 0.000\n",
      "target(5,8) Expected: 0 0.000\n",
      "target(5,9) Expected: 0 0.000\n",
      "target(6,0) Expected: 0 0.001\n",
      "target(6,1) Expected: 0 0.000\n",
      "target(6,2) Expected: 0 0.000\n",
      "target(6,3) Expected: 0 0.000\n",
      "target(6,4) Expected: 0 0.000\n",
      "target(6,5) Expected: 1 1.000\n",
      "target(6,6) Expected: 0 0.000\n",
      "target(6,7) Expected: 0 0.001\n",
      "target(6,8) Expected: 0 0.000\n",
      "target(6,9) Expected: 0 0.000\n",
      "target(7,0) Expected: 0 0.001\n",
      "target(7,1) Expected: 0 0.000\n",
      "target(7,2) Expected: 0 0.000\n",
      "target(7,3) Expected: 0 0.000\n",
      "target(7,4) Expected: 0 0.000\n",
      "target(7,5) Expected: 0 0.000\n",
      "target(7,6) Expected: 1 1.000\n",
      "target(7,7) Expected: 0 0.000\n",
      "target(7,8) Expected: 0 0.001\n",
      "target(7,9) Expected: 0 0.000\n",
      "target(8,0) Expected: 0 0.001\n",
      "target(8,1) Expected: 0 0.000\n",
      "target(8,2) Expected: 0 0.000\n",
      "target(8,3) Expected: 0 0.000\n",
      "target(8,4) Expected: 0 0.000\n",
      "target(8,5) Expected: 0 0.000\n",
      "target(8,6) Expected: 0 0.000\n",
      "target(8,7) Expected: 1 1.000\n",
      "target(8,8) Expected: 0 0.000\n",
      "target(8,9) Expected: 0 0.001\n",
      "target(9,0) Expected: 0 0.001\n",
      "target(9,1) Expected: 0 0.000\n",
      "target(9,2) Expected: 0 0.000\n",
      "target(9,3) Expected: 0 0.000\n",
      "target(9,4) Expected: 0 0.000\n",
      "target(9,5) Expected: 0 0.000\n",
      "target(9,6) Expected: 0 0.000\n",
      "target(9,7) Expected: 0 0.000\n",
      "target(9,8) Expected: 1 1.000\n",
      "target(9,9) Expected: 0 0.000\n",
      "----------------------------\n",
      "target(X_0,X_1)\n",
      "weight is 0.9748727083206177\n",
      "target(X_0,X_1) -> succ(X_1,X_0),succ(X_1,X_0)\n",
      "None\n",
      "----------------------------\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 116 loss is 0.0002068614267045632\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 117 loss is 0.00019540499488357455\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 118 loss is 0.00018461282888893038\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 119 loss is 0.00017444534751120955\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 120 loss is 0.00016486657841596752\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "target(0,0) Expected: 0 0.004\n",
      "target(0,1) Expected: 0 0.002\n",
      "target(0,2) Expected: 0 0.000\n",
      "target(0,3) Expected: 0 0.000\n",
      "target(0,4) Expected: 0 0.000\n",
      "target(0,5) Expected: 0 0.000\n",
      "target(0,6) Expected: 0 0.000\n",
      "target(0,7) Expected: 0 0.000\n",
      "target(0,8) Expected: 0 0.000\n",
      "target(0,9) Expected: 0 0.000\n",
      "target(1,0) Expected: 1 1.000\n",
      "target(1,1) Expected: 0 0.000\n",
      "target(1,2) Expected: 0 0.000\n",
      "target(1,3) Expected: 0 0.000\n",
      "target(1,4) Expected: 0 0.000\n",
      "target(1,5) Expected: 0 0.000\n",
      "target(1,6) Expected: 0 0.000\n",
      "target(1,7) Expected: 0 0.000\n",
      "target(1,8) Expected: 0 0.000\n",
      "target(1,9) Expected: 0 0.000\n",
      "target(2,0) Expected: 0 0.000\n",
      "target(2,1) Expected: 1 1.000\n",
      "target(2,2) Expected: 0 0.000\n",
      "target(2,3) Expected: 0 0.000\n",
      "target(2,4) Expected: 0 0.000\n",
      "target(2,5) Expected: 0 0.000\n",
      "target(2,6) Expected: 0 0.000\n",
      "target(2,7) Expected: 0 0.000\n",
      "target(2,8) Expected: 0 0.000\n",
      "target(2,9) Expected: 0 0.000\n",
      "target(3,0) Expected: 0 0.000\n",
      "target(3,1) Expected: 0 0.000\n",
      "target(3,2) Expected: 1 1.000\n",
      "target(3,3) Expected: 0 0.000\n",
      "target(3,4) Expected: 0 0.000\n",
      "target(3,5) Expected: 0 0.000\n",
      "target(3,6) Expected: 0 0.000\n",
      "target(3,7) Expected: 0 0.000\n",
      "target(3,8) Expected: 0 0.000\n",
      "target(3,9) Expected: 0 0.000\n",
      "target(4,0) Expected: 0 0.000\n",
      "target(4,1) Expected: 0 0.000\n",
      "target(4,2) Expected: 0 0.000\n",
      "target(4,3) Expected: 1 1.000\n",
      "target(4,4) Expected: 0 0.000\n",
      "target(4,5) Expected: 0 0.000\n",
      "target(4,6) Expected: 0 0.000\n",
      "target(4,7) Expected: 0 0.000\n",
      "target(4,8) Expected: 0 0.000\n",
      "target(4,9) Expected: 0 0.000\n",
      "target(5,0) Expected: 0 0.000\n",
      "target(5,1) Expected: 0 0.000\n",
      "target(5,2) Expected: 0 0.000\n",
      "target(5,3) Expected: 0 0.000\n",
      "target(5,4) Expected: 1 1.000\n",
      "target(5,5) Expected: 0 0.000\n",
      "target(5,6) Expected: 0 0.000\n",
      "target(5,7) Expected: 0 0.000\n",
      "target(5,8) Expected: 0 0.000\n",
      "target(5,9) Expected: 0 0.000\n",
      "target(6,0) Expected: 0 0.000\n",
      "target(6,1) Expected: 0 0.000\n",
      "target(6,2) Expected: 0 0.000\n",
      "target(6,3) Expected: 0 0.000\n",
      "target(6,4) Expected: 0 0.000\n",
      "target(6,5) Expected: 1 1.000\n",
      "target(6,6) Expected: 0 0.000\n",
      "target(6,7) Expected: 0 0.000\n",
      "target(6,8) Expected: 0 0.000\n",
      "target(6,9) Expected: 0 0.000\n",
      "target(7,0) Expected: 0 0.000\n",
      "target(7,1) Expected: 0 0.000\n",
      "target(7,2) Expected: 0 0.000\n",
      "target(7,3) Expected: 0 0.000\n",
      "target(7,4) Expected: 0 0.000\n",
      "target(7,5) Expected: 0 0.000\n",
      "target(7,6) Expected: 1 1.000\n",
      "target(7,7) Expected: 0 0.000\n",
      "target(7,8) Expected: 0 0.000\n",
      "target(7,9) Expected: 0 0.000\n",
      "target(8,0) Expected: 0 0.000\n",
      "target(8,1) Expected: 0 0.000\n",
      "target(8,2) Expected: 0 0.000\n",
      "target(8,3) Expected: 0 0.000\n",
      "target(8,4) Expected: 0 0.000\n",
      "target(8,5) Expected: 0 0.000\n",
      "target(8,6) Expected: 0 0.000\n",
      "target(8,7) Expected: 1 1.000\n",
      "target(8,8) Expected: 0 0.000\n",
      "target(8,9) Expected: 0 0.000\n",
      "target(9,0) Expected: 0 0.000\n",
      "target(9,1) Expected: 0 0.000\n",
      "target(9,2) Expected: 0 0.000\n",
      "target(9,3) Expected: 0 0.000\n",
      "target(9,4) Expected: 0 0.000\n",
      "target(9,5) Expected: 0 0.000\n",
      "target(9,6) Expected: 0 0.000\n",
      "target(9,7) Expected: 0 0.000\n",
      "target(9,8) Expected: 1 1.000\n",
      "target(9,9) Expected: 0 0.000\n",
      "----------------------------\n",
      "target(X_0,X_1)\n",
      "weight is 0.9799760580062866\n",
      "target(X_0,X_1) -> succ(X_1,X_0),succ(X_1,X_0)\n",
      "None\n",
      "----------------------------\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 121 loss is 0.0001558417861815542\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 122 loss is 0.00014733560965396464\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 123 loss is 0.0001393050333717838\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 124 loss is 0.00013174275227356702\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 125 loss is 0.00012460518337320536\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "target(0,0) Expected: 0 0.003\n",
      "target(0,1) Expected: 0 0.001\n",
      "target(0,2) Expected: 0 0.000\n",
      "target(0,3) Expected: 0 0.000\n",
      "target(0,4) Expected: 0 0.000\n",
      "target(0,5) Expected: 0 0.000\n",
      "target(0,6) Expected: 0 0.000\n",
      "target(0,7) Expected: 0 0.000\n",
      "target(0,8) Expected: 0 0.000\n",
      "target(0,9) Expected: 0 0.000\n",
      "target(1,0) Expected: 1 1.000\n",
      "target(1,1) Expected: 0 0.000\n",
      "target(1,2) Expected: 0 0.000\n",
      "target(1,3) Expected: 0 0.000\n",
      "target(1,4) Expected: 0 0.000\n",
      "target(1,5) Expected: 0 0.000\n",
      "target(1,6) Expected: 0 0.000\n",
      "target(1,7) Expected: 0 0.000\n",
      "target(1,8) Expected: 0 0.000\n",
      "target(1,9) Expected: 0 0.000\n",
      "target(2,0) Expected: 0 0.000\n",
      "target(2,1) Expected: 1 1.000\n",
      "target(2,2) Expected: 0 0.000\n",
      "target(2,3) Expected: 0 0.000\n",
      "target(2,4) Expected: 0 0.000\n",
      "target(2,5) Expected: 0 0.000\n",
      "target(2,6) Expected: 0 0.000\n",
      "target(2,7) Expected: 0 0.000\n",
      "target(2,8) Expected: 0 0.000\n",
      "target(2,9) Expected: 0 0.000\n",
      "target(3,0) Expected: 0 0.000\n",
      "target(3,1) Expected: 0 0.000\n",
      "target(3,2) Expected: 1 1.000\n",
      "target(3,3) Expected: 0 0.000\n",
      "target(3,4) Expected: 0 0.000\n",
      "target(3,5) Expected: 0 0.000\n",
      "target(3,6) Expected: 0 0.000\n",
      "target(3,7) Expected: 0 0.000\n",
      "target(3,8) Expected: 0 0.000\n",
      "target(3,9) Expected: 0 0.000\n",
      "target(4,0) Expected: 0 0.000\n",
      "target(4,1) Expected: 0 0.000\n",
      "target(4,2) Expected: 0 0.000\n",
      "target(4,3) Expected: 1 1.000\n",
      "target(4,4) Expected: 0 0.000\n",
      "target(4,5) Expected: 0 0.000\n",
      "target(4,6) Expected: 0 0.000\n",
      "target(4,7) Expected: 0 0.000\n",
      "target(4,8) Expected: 0 0.000\n",
      "target(4,9) Expected: 0 0.000\n",
      "target(5,0) Expected: 0 0.000\n",
      "target(5,1) Expected: 0 0.000\n",
      "target(5,2) Expected: 0 0.000\n",
      "target(5,3) Expected: 0 0.000\n",
      "target(5,4) Expected: 1 1.000\n",
      "target(5,5) Expected: 0 0.000\n",
      "target(5,6) Expected: 0 0.000\n",
      "target(5,7) Expected: 0 0.000\n",
      "target(5,8) Expected: 0 0.000\n",
      "target(5,9) Expected: 0 0.000\n",
      "target(6,0) Expected: 0 0.000\n",
      "target(6,1) Expected: 0 0.000\n",
      "target(6,2) Expected: 0 0.000\n",
      "target(6,3) Expected: 0 0.000\n",
      "target(6,4) Expected: 0 0.000\n",
      "target(6,5) Expected: 1 1.000\n",
      "target(6,6) Expected: 0 0.000\n",
      "target(6,7) Expected: 0 0.000\n",
      "target(6,8) Expected: 0 0.000\n",
      "target(6,9) Expected: 0 0.000\n",
      "target(7,0) Expected: 0 0.000\n",
      "target(7,1) Expected: 0 0.000\n",
      "target(7,2) Expected: 0 0.000\n",
      "target(7,3) Expected: 0 0.000\n",
      "target(7,4) Expected: 0 0.000\n",
      "target(7,5) Expected: 0 0.000\n",
      "target(7,6) Expected: 1 1.000\n",
      "target(7,7) Expected: 0 0.000\n",
      "target(7,8) Expected: 0 0.000\n",
      "target(7,9) Expected: 0 0.000\n",
      "target(8,0) Expected: 0 0.000\n",
      "target(8,1) Expected: 0 0.000\n",
      "target(8,2) Expected: 0 0.000\n",
      "target(8,3) Expected: 0 0.000\n",
      "target(8,4) Expected: 0 0.000\n",
      "target(8,5) Expected: 0 0.000\n",
      "target(8,6) Expected: 0 0.000\n",
      "target(8,7) Expected: 1 1.000\n",
      "target(8,8) Expected: 0 0.000\n",
      "target(8,9) Expected: 0 0.000\n",
      "target(9,0) Expected: 0 0.000\n",
      "target(9,1) Expected: 0 0.000\n",
      "target(9,2) Expected: 0 0.000\n",
      "target(9,3) Expected: 0 0.000\n",
      "target(9,4) Expected: 0 0.000\n",
      "target(9,5) Expected: 0 0.000\n",
      "target(9,6) Expected: 0 0.000\n",
      "target(9,7) Expected: 0 0.000\n",
      "target(9,8) Expected: 1 1.000\n",
      "target(9,9) Expected: 0 0.000\n",
      "----------------------------\n",
      "target(X_0,X_1)\n",
      "weight is 0.984001874923706\n",
      "target(X_0,X_1) -> succ(X_1,X_0),succ(X_1,X_0)\n",
      "None\n",
      "----------------------------\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 126 loss is 0.00011786954564740881\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 127 loss is 0.00011150060890940949\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 128 loss is 0.00010550126171438023\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 129 loss is 9.98452233034186e-05\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 130 loss is 9.448890341445804e-05\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "target(0,0) Expected: 0 0.002\n",
      "target(0,1) Expected: 0 0.001\n",
      "target(0,2) Expected: 0 0.000\n",
      "target(0,3) Expected: 0 0.000\n",
      "target(0,4) Expected: 0 0.000\n",
      "target(0,5) Expected: 0 0.000\n",
      "target(0,6) Expected: 0 0.000\n",
      "target(0,7) Expected: 0 0.000\n",
      "target(0,8) Expected: 0 0.000\n",
      "target(0,9) Expected: 0 0.000\n",
      "target(1,0) Expected: 1 1.000\n",
      "target(1,1) Expected: 0 0.000\n",
      "target(1,2) Expected: 0 0.000\n",
      "target(1,3) Expected: 0 0.000\n",
      "target(1,4) Expected: 0 0.000\n",
      "target(1,5) Expected: 0 0.000\n",
      "target(1,6) Expected: 0 0.000\n",
      "target(1,7) Expected: 0 0.000\n",
      "target(1,8) Expected: 0 0.000\n",
      "target(1,9) Expected: 0 0.000\n",
      "target(2,0) Expected: 0 0.000\n",
      "target(2,1) Expected: 1 1.000\n",
      "target(2,2) Expected: 0 0.000\n",
      "target(2,3) Expected: 0 0.000\n",
      "target(2,4) Expected: 0 0.000\n",
      "target(2,5) Expected: 0 0.000\n",
      "target(2,6) Expected: 0 0.000\n",
      "target(2,7) Expected: 0 0.000\n",
      "target(2,8) Expected: 0 0.000\n",
      "target(2,9) Expected: 0 0.000\n",
      "target(3,0) Expected: 0 0.000\n",
      "target(3,1) Expected: 0 0.000\n",
      "target(3,2) Expected: 1 1.000\n",
      "target(3,3) Expected: 0 0.000\n",
      "target(3,4) Expected: 0 0.000\n",
      "target(3,5) Expected: 0 0.000\n",
      "target(3,6) Expected: 0 0.000\n",
      "target(3,7) Expected: 0 0.000\n",
      "target(3,8) Expected: 0 0.000\n",
      "target(3,9) Expected: 0 0.000\n",
      "target(4,0) Expected: 0 0.000\n",
      "target(4,1) Expected: 0 0.000\n",
      "target(4,2) Expected: 0 0.000\n",
      "target(4,3) Expected: 1 1.000\n",
      "target(4,4) Expected: 0 0.000\n",
      "target(4,5) Expected: 0 0.000\n",
      "target(4,6) Expected: 0 0.000\n",
      "target(4,7) Expected: 0 0.000\n",
      "target(4,8) Expected: 0 0.000\n",
      "target(4,9) Expected: 0 0.000\n",
      "target(5,0) Expected: 0 0.000\n",
      "target(5,1) Expected: 0 0.000\n",
      "target(5,2) Expected: 0 0.000\n",
      "target(5,3) Expected: 0 0.000\n",
      "target(5,4) Expected: 1 1.000\n",
      "target(5,5) Expected: 0 0.000\n",
      "target(5,6) Expected: 0 0.000\n",
      "target(5,7) Expected: 0 0.000\n",
      "target(5,8) Expected: 0 0.000\n",
      "target(5,9) Expected: 0 0.000\n",
      "target(6,0) Expected: 0 0.000\n",
      "target(6,1) Expected: 0 0.000\n",
      "target(6,2) Expected: 0 0.000\n",
      "target(6,3) Expected: 0 0.000\n",
      "target(6,4) Expected: 0 0.000\n",
      "target(6,5) Expected: 1 1.000\n",
      "target(6,6) Expected: 0 0.000\n",
      "target(6,7) Expected: 0 0.000\n",
      "target(6,8) Expected: 0 0.000\n",
      "target(6,9) Expected: 0 0.000\n",
      "target(7,0) Expected: 0 0.000\n",
      "target(7,1) Expected: 0 0.000\n",
      "target(7,2) Expected: 0 0.000\n",
      "target(7,3) Expected: 0 0.000\n",
      "target(7,4) Expected: 0 0.000\n",
      "target(7,5) Expected: 0 0.000\n",
      "target(7,6) Expected: 1 1.000\n",
      "target(7,7) Expected: 0 0.000\n",
      "target(7,8) Expected: 0 0.000\n",
      "target(7,9) Expected: 0 0.000\n",
      "target(8,0) Expected: 0 0.000\n",
      "target(8,1) Expected: 0 0.000\n",
      "target(8,2) Expected: 0 0.000\n",
      "target(8,3) Expected: 0 0.000\n",
      "target(8,4) Expected: 0 0.000\n",
      "target(8,5) Expected: 0 0.000\n",
      "target(8,6) Expected: 0 0.000\n",
      "target(8,7) Expected: 1 1.000\n",
      "target(8,8) Expected: 0 0.000\n",
      "target(8,9) Expected: 0 0.000\n",
      "target(9,0) Expected: 0 0.000\n",
      "target(9,1) Expected: 0 0.000\n",
      "target(9,2) Expected: 0 0.000\n",
      "target(9,3) Expected: 0 0.000\n",
      "target(9,4) Expected: 0 0.000\n",
      "target(9,5) Expected: 0 0.000\n",
      "target(9,6) Expected: 0 0.000\n",
      "target(9,7) Expected: 0 0.000\n",
      "target(9,8) Expected: 1 1.000\n",
      "target(9,9) Expected: 0 0.000\n",
      "----------------------------\n",
      "target(X_0,X_1)\n",
      "weight is 0.9871904253959656\n",
      "target(X_0,X_1) -> succ(X_1,X_0),succ(X_1,X_0)\n",
      "None\n",
      "----------------------------\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 131 loss is 8.9429879153613e-05\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 132 loss is 8.465796418022364e-05\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 133 loss is 8.014091872610152e-05\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 134 loss is 7.588706648675725e-05\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 135 loss is 7.185344293247908e-05\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "target(0,0) Expected: 0 0.002\n",
      "target(0,1) Expected: 0 0.001\n",
      "target(0,2) Expected: 0 0.000\n",
      "target(0,3) Expected: 0 0.000\n",
      "target(0,4) Expected: 0 0.000\n",
      "target(0,5) Expected: 0 0.000\n",
      "target(0,6) Expected: 0 0.000\n",
      "target(0,7) Expected: 0 0.000\n",
      "target(0,8) Expected: 0 0.000\n",
      "target(0,9) Expected: 0 0.000\n",
      "target(1,0) Expected: 1 1.000\n",
      "target(1,1) Expected: 0 0.000\n",
      "target(1,2) Expected: 0 0.000\n",
      "target(1,3) Expected: 0 0.000\n",
      "target(1,4) Expected: 0 0.000\n",
      "target(1,5) Expected: 0 0.000\n",
      "target(1,6) Expected: 0 0.000\n",
      "target(1,7) Expected: 0 0.000\n",
      "target(1,8) Expected: 0 0.000\n",
      "target(1,9) Expected: 0 0.000\n",
      "target(2,0) Expected: 0 0.000\n",
      "target(2,1) Expected: 1 1.000\n",
      "target(2,2) Expected: 0 0.000\n",
      "target(2,3) Expected: 0 0.000\n",
      "target(2,4) Expected: 0 0.000\n",
      "target(2,5) Expected: 0 0.000\n",
      "target(2,6) Expected: 0 0.000\n",
      "target(2,7) Expected: 0 0.000\n",
      "target(2,8) Expected: 0 0.000\n",
      "target(2,9) Expected: 0 0.000\n",
      "target(3,0) Expected: 0 0.000\n",
      "target(3,1) Expected: 0 0.000\n",
      "target(3,2) Expected: 1 1.000\n",
      "target(3,3) Expected: 0 0.000\n",
      "target(3,4) Expected: 0 0.000\n",
      "target(3,5) Expected: 0 0.000\n",
      "target(3,6) Expected: 0 0.000\n",
      "target(3,7) Expected: 0 0.000\n",
      "target(3,8) Expected: 0 0.000\n",
      "target(3,9) Expected: 0 0.000\n",
      "target(4,0) Expected: 0 0.000\n",
      "target(4,1) Expected: 0 0.000\n",
      "target(4,2) Expected: 0 0.000\n",
      "target(4,3) Expected: 1 1.000\n",
      "target(4,4) Expected: 0 0.000\n",
      "target(4,5) Expected: 0 0.000\n",
      "target(4,6) Expected: 0 0.000\n",
      "target(4,7) Expected: 0 0.000\n",
      "target(4,8) Expected: 0 0.000\n",
      "target(4,9) Expected: 0 0.000\n",
      "target(5,0) Expected: 0 0.000\n",
      "target(5,1) Expected: 0 0.000\n",
      "target(5,2) Expected: 0 0.000\n",
      "target(5,3) Expected: 0 0.000\n",
      "target(5,4) Expected: 1 1.000\n",
      "target(5,5) Expected: 0 0.000\n",
      "target(5,6) Expected: 0 0.000\n",
      "target(5,7) Expected: 0 0.000\n",
      "target(5,8) Expected: 0 0.000\n",
      "target(5,9) Expected: 0 0.000\n",
      "target(6,0) Expected: 0 0.000\n",
      "target(6,1) Expected: 0 0.000\n",
      "target(6,2) Expected: 0 0.000\n",
      "target(6,3) Expected: 0 0.000\n",
      "target(6,4) Expected: 0 0.000\n",
      "target(6,5) Expected: 1 1.000\n",
      "target(6,6) Expected: 0 0.000\n",
      "target(6,7) Expected: 0 0.000\n",
      "target(6,8) Expected: 0 0.000\n",
      "target(6,9) Expected: 0 0.000\n",
      "target(7,0) Expected: 0 0.000\n",
      "target(7,1) Expected: 0 0.000\n",
      "target(7,2) Expected: 0 0.000\n",
      "target(7,3) Expected: 0 0.000\n",
      "target(7,4) Expected: 0 0.000\n",
      "target(7,5) Expected: 0 0.000\n",
      "target(7,6) Expected: 1 1.000\n",
      "target(7,7) Expected: 0 0.000\n",
      "target(7,8) Expected: 0 0.000\n",
      "target(7,9) Expected: 0 0.000\n",
      "target(8,0) Expected: 0 0.000\n",
      "target(8,1) Expected: 0 0.000\n",
      "target(8,2) Expected: 0 0.000\n",
      "target(8,3) Expected: 0 0.000\n",
      "target(8,4) Expected: 0 0.000\n",
      "target(8,5) Expected: 0 0.000\n",
      "target(8,6) Expected: 0 0.000\n",
      "target(8,7) Expected: 1 1.000\n",
      "target(8,8) Expected: 0 0.000\n",
      "target(8,9) Expected: 0 0.000\n",
      "target(9,0) Expected: 0 0.000\n",
      "target(9,1) Expected: 0 0.000\n",
      "target(9,2) Expected: 0 0.000\n",
      "target(9,3) Expected: 0 0.000\n",
      "target(9,4) Expected: 0 0.000\n",
      "target(9,5) Expected: 0 0.000\n",
      "target(9,6) Expected: 0 0.000\n",
      "target(9,7) Expected: 0 0.000\n",
      "target(9,8) Expected: 1 1.000\n",
      "target(9,9) Expected: 0 0.000\n",
      "----------------------------\n",
      "target(X_0,X_1)\n",
      "weight is 0.9897249937057495\n",
      "target(X_0,X_1) -> succ(X_1,X_0),succ(X_1,X_0)\n",
      "None\n",
      "----------------------------\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 136 loss is 6.803705036872998e-05\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 137 loss is 6.443307938752696e-05\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 138 loss is 6.102780025685206e-05\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 139 loss is 5.7809276768239215e-05\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 140 loss is 5.4763182561146095e-05\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "target(0,0) Expected: 0 0.001\n",
      "target(0,1) Expected: 0 0.001\n",
      "target(0,2) Expected: 0 0.000\n",
      "target(0,3) Expected: 0 0.000\n",
      "target(0,4) Expected: 0 0.000\n",
      "target(0,5) Expected: 0 0.000\n",
      "target(0,6) Expected: 0 0.000\n",
      "target(0,7) Expected: 0 0.000\n",
      "target(0,8) Expected: 0 0.000\n",
      "target(0,9) Expected: 0 0.000\n",
      "target(1,0) Expected: 1 1.000\n",
      "target(1,1) Expected: 0 0.000\n",
      "target(1,2) Expected: 0 0.000\n",
      "target(1,3) Expected: 0 0.000\n",
      "target(1,4) Expected: 0 0.000\n",
      "target(1,5) Expected: 0 0.000\n",
      "target(1,6) Expected: 0 0.000\n",
      "target(1,7) Expected: 0 0.000\n",
      "target(1,8) Expected: 0 0.000\n",
      "target(1,9) Expected: 0 0.000\n",
      "target(2,0) Expected: 0 0.000\n",
      "target(2,1) Expected: 1 1.000\n",
      "target(2,2) Expected: 0 0.000\n",
      "target(2,3) Expected: 0 0.000\n",
      "target(2,4) Expected: 0 0.000\n",
      "target(2,5) Expected: 0 0.000\n",
      "target(2,6) Expected: 0 0.000\n",
      "target(2,7) Expected: 0 0.000\n",
      "target(2,8) Expected: 0 0.000\n",
      "target(2,9) Expected: 0 0.000\n",
      "target(3,0) Expected: 0 0.000\n",
      "target(3,1) Expected: 0 0.000\n",
      "target(3,2) Expected: 1 1.000\n",
      "target(3,3) Expected: 0 0.000\n",
      "target(3,4) Expected: 0 0.000\n",
      "target(3,5) Expected: 0 0.000\n",
      "target(3,6) Expected: 0 0.000\n",
      "target(3,7) Expected: 0 0.000\n",
      "target(3,8) Expected: 0 0.000\n",
      "target(3,9) Expected: 0 0.000\n",
      "target(4,0) Expected: 0 0.000\n",
      "target(4,1) Expected: 0 0.000\n",
      "target(4,2) Expected: 0 0.000\n",
      "target(4,3) Expected: 1 1.000\n",
      "target(4,4) Expected: 0 0.000\n",
      "target(4,5) Expected: 0 0.000\n",
      "target(4,6) Expected: 0 0.000\n",
      "target(4,7) Expected: 0 0.000\n",
      "target(4,8) Expected: 0 0.000\n",
      "target(4,9) Expected: 0 0.000\n",
      "target(5,0) Expected: 0 0.000\n",
      "target(5,1) Expected: 0 0.000\n",
      "target(5,2) Expected: 0 0.000\n",
      "target(5,3) Expected: 0 0.000\n",
      "target(5,4) Expected: 1 1.000\n",
      "target(5,5) Expected: 0 0.000\n",
      "target(5,6) Expected: 0 0.000\n",
      "target(5,7) Expected: 0 0.000\n",
      "target(5,8) Expected: 0 0.000\n",
      "target(5,9) Expected: 0 0.000\n",
      "target(6,0) Expected: 0 0.000\n",
      "target(6,1) Expected: 0 0.000\n",
      "target(6,2) Expected: 0 0.000\n",
      "target(6,3) Expected: 0 0.000\n",
      "target(6,4) Expected: 0 0.000\n",
      "target(6,5) Expected: 1 1.000\n",
      "target(6,6) Expected: 0 0.000\n",
      "target(6,7) Expected: 0 0.000\n",
      "target(6,8) Expected: 0 0.000\n",
      "target(6,9) Expected: 0 0.000\n",
      "target(7,0) Expected: 0 0.000\n",
      "target(7,1) Expected: 0 0.000\n",
      "target(7,2) Expected: 0 0.000\n",
      "target(7,3) Expected: 0 0.000\n",
      "target(7,4) Expected: 0 0.000\n",
      "target(7,5) Expected: 0 0.000\n",
      "target(7,6) Expected: 1 1.000\n",
      "target(7,7) Expected: 0 0.000\n",
      "target(7,8) Expected: 0 0.000\n",
      "target(7,9) Expected: 0 0.000\n",
      "target(8,0) Expected: 0 0.000\n",
      "target(8,1) Expected: 0 0.000\n",
      "target(8,2) Expected: 0 0.000\n",
      "target(8,3) Expected: 0 0.000\n",
      "target(8,4) Expected: 0 0.000\n",
      "target(8,5) Expected: 0 0.000\n",
      "target(8,6) Expected: 0 0.000\n",
      "target(8,7) Expected: 1 1.000\n",
      "target(8,8) Expected: 0 0.000\n",
      "target(8,9) Expected: 0 0.000\n",
      "target(9,0) Expected: 0 0.000\n",
      "target(9,1) Expected: 0 0.000\n",
      "target(9,2) Expected: 0 0.000\n",
      "target(9,3) Expected: 0 0.000\n",
      "target(9,4) Expected: 0 0.000\n",
      "target(9,5) Expected: 0 0.000\n",
      "target(9,6) Expected: 0 0.000\n",
      "target(9,7) Expected: 0 0.000\n",
      "target(9,8) Expected: 1 1.000\n",
      "target(9,9) Expected: 0 0.000\n",
      "----------------------------\n",
      "target(X_0,X_1)\n",
      "weight is 0.99174565076828\n",
      "target(X_0,X_1) -> succ(X_1,X_0),succ(X_1,X_0)\n",
      "None\n",
      "----------------------------\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 141 loss is 5.1877566875191405e-05\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 142 loss is 4.915422323392704e-05\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 143 loss is 4.656629971577786e-05\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 144 loss is 4.413107308209874e-05\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 145 loss is 4.1819923353614286e-05\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "target(0,0) Expected: 0 0.001\n",
      "target(0,1) Expected: 0 0.001\n",
      "target(0,2) Expected: 0 0.000\n",
      "target(0,3) Expected: 0 0.000\n",
      "target(0,4) Expected: 0 0.000\n",
      "target(0,5) Expected: 0 0.000\n",
      "target(0,6) Expected: 0 0.000\n",
      "target(0,7) Expected: 0 0.000\n",
      "target(0,8) Expected: 0 0.000\n",
      "target(0,9) Expected: 0 0.000\n",
      "target(1,0) Expected: 1 1.000\n",
      "target(1,1) Expected: 0 0.000\n",
      "target(1,2) Expected: 0 0.000\n",
      "target(1,3) Expected: 0 0.000\n",
      "target(1,4) Expected: 0 0.000\n",
      "target(1,5) Expected: 0 0.000\n",
      "target(1,6) Expected: 0 0.000\n",
      "target(1,7) Expected: 0 0.000\n",
      "target(1,8) Expected: 0 0.000\n",
      "target(1,9) Expected: 0 0.000\n",
      "target(2,0) Expected: 0 0.000\n",
      "target(2,1) Expected: 1 1.000\n",
      "target(2,2) Expected: 0 0.000\n",
      "target(2,3) Expected: 0 0.000\n",
      "target(2,4) Expected: 0 0.000\n",
      "target(2,5) Expected: 0 0.000\n",
      "target(2,6) Expected: 0 0.000\n",
      "target(2,7) Expected: 0 0.000\n",
      "target(2,8) Expected: 0 0.000\n",
      "target(2,9) Expected: 0 0.000\n",
      "target(3,0) Expected: 0 0.000\n",
      "target(3,1) Expected: 0 0.000\n",
      "target(3,2) Expected: 1 1.000\n",
      "target(3,3) Expected: 0 0.000\n",
      "target(3,4) Expected: 0 0.000\n",
      "target(3,5) Expected: 0 0.000\n",
      "target(3,6) Expected: 0 0.000\n",
      "target(3,7) Expected: 0 0.000\n",
      "target(3,8) Expected: 0 0.000\n",
      "target(3,9) Expected: 0 0.000\n",
      "target(4,0) Expected: 0 0.000\n",
      "target(4,1) Expected: 0 0.000\n",
      "target(4,2) Expected: 0 0.000\n",
      "target(4,3) Expected: 1 1.000\n",
      "target(4,4) Expected: 0 0.000\n",
      "target(4,5) Expected: 0 0.000\n",
      "target(4,6) Expected: 0 0.000\n",
      "target(4,7) Expected: 0 0.000\n",
      "target(4,8) Expected: 0 0.000\n",
      "target(4,9) Expected: 0 0.000\n",
      "target(5,0) Expected: 0 0.000\n",
      "target(5,1) Expected: 0 0.000\n",
      "target(5,2) Expected: 0 0.000\n",
      "target(5,3) Expected: 0 0.000\n",
      "target(5,4) Expected: 1 1.000\n",
      "target(5,5) Expected: 0 0.000\n",
      "target(5,6) Expected: 0 0.000\n",
      "target(5,7) Expected: 0 0.000\n",
      "target(5,8) Expected: 0 0.000\n",
      "target(5,9) Expected: 0 0.000\n",
      "target(6,0) Expected: 0 0.000\n",
      "target(6,1) Expected: 0 0.000\n",
      "target(6,2) Expected: 0 0.000\n",
      "target(6,3) Expected: 0 0.000\n",
      "target(6,4) Expected: 0 0.000\n",
      "target(6,5) Expected: 1 1.000\n",
      "target(6,6) Expected: 0 0.000\n",
      "target(6,7) Expected: 0 0.000\n",
      "target(6,8) Expected: 0 0.000\n",
      "target(6,9) Expected: 0 0.000\n",
      "target(7,0) Expected: 0 0.000\n",
      "target(7,1) Expected: 0 0.000\n",
      "target(7,2) Expected: 0 0.000\n",
      "target(7,3) Expected: 0 0.000\n",
      "target(7,4) Expected: 0 0.000\n",
      "target(7,5) Expected: 0 0.000\n",
      "target(7,6) Expected: 1 1.000\n",
      "target(7,7) Expected: 0 0.000\n",
      "target(7,8) Expected: 0 0.000\n",
      "target(7,9) Expected: 0 0.000\n",
      "target(8,0) Expected: 0 0.000\n",
      "target(8,1) Expected: 0 0.000\n",
      "target(8,2) Expected: 0 0.000\n",
      "target(8,3) Expected: 0 0.000\n",
      "target(8,4) Expected: 0 0.000\n",
      "target(8,5) Expected: 0 0.000\n",
      "target(8,6) Expected: 0 0.000\n",
      "target(8,7) Expected: 1 1.000\n",
      "target(8,8) Expected: 0 0.000\n",
      "target(8,9) Expected: 0 0.000\n",
      "target(9,0) Expected: 0 0.000\n",
      "target(9,1) Expected: 0 0.000\n",
      "target(9,2) Expected: 0 0.000\n",
      "target(9,3) Expected: 0 0.000\n",
      "target(9,4) Expected: 0 0.000\n",
      "target(9,5) Expected: 0 0.000\n",
      "target(9,6) Expected: 0 0.000\n",
      "target(9,7) Expected: 0 0.000\n",
      "target(9,8) Expected: 1 1.000\n",
      "target(9,9) Expected: 0 0.000\n",
      "----------------------------\n",
      "target(X_0,X_1)\n",
      "weight is 0.9933606386184692\n",
      "target(X_0,X_1) -> succ(X_1,X_0),succ(X_1,X_0)\n",
      "None\n",
      "----------------------------\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 146 loss is 3.962807386415079e-05\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 147 loss is 3.755252328119241e-05\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 148 loss is 3.559625838533975e-05\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 149 loss is 3.374138759681955e-05\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 150 loss is 3.198313424945809e-05\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "target(0,0) Expected: 0 0.001\n",
      "target(0,1) Expected: 0 0.000\n",
      "target(0,2) Expected: 0 0.000\n",
      "target(0,3) Expected: 0 0.000\n",
      "target(0,4) Expected: 0 0.000\n",
      "target(0,5) Expected: 0 0.000\n",
      "target(0,6) Expected: 0 0.000\n",
      "target(0,7) Expected: 0 0.000\n",
      "target(0,8) Expected: 0 0.000\n",
      "target(0,9) Expected: 0 0.000\n",
      "target(1,0) Expected: 1 1.000\n",
      "target(1,1) Expected: 0 0.000\n",
      "target(1,2) Expected: 0 0.000\n",
      "target(1,3) Expected: 0 0.000\n",
      "target(1,4) Expected: 0 0.000\n",
      "target(1,5) Expected: 0 0.000\n",
      "target(1,6) Expected: 0 0.000\n",
      "target(1,7) Expected: 0 0.000\n",
      "target(1,8) Expected: 0 0.000\n",
      "target(1,9) Expected: 0 0.000\n",
      "target(2,0) Expected: 0 0.000\n",
      "target(2,1) Expected: 1 1.000\n",
      "target(2,2) Expected: 0 0.000\n",
      "target(2,3) Expected: 0 0.000\n",
      "target(2,4) Expected: 0 0.000\n",
      "target(2,5) Expected: 0 0.000\n",
      "target(2,6) Expected: 0 0.000\n",
      "target(2,7) Expected: 0 0.000\n",
      "target(2,8) Expected: 0 0.000\n",
      "target(2,9) Expected: 0 0.000\n",
      "target(3,0) Expected: 0 0.000\n",
      "target(3,1) Expected: 0 0.000\n",
      "target(3,2) Expected: 1 1.000\n",
      "target(3,3) Expected: 0 0.000\n",
      "target(3,4) Expected: 0 0.000\n",
      "target(3,5) Expected: 0 0.000\n",
      "target(3,6) Expected: 0 0.000\n",
      "target(3,7) Expected: 0 0.000\n",
      "target(3,8) Expected: 0 0.000\n",
      "target(3,9) Expected: 0 0.000\n",
      "target(4,0) Expected: 0 0.000\n",
      "target(4,1) Expected: 0 0.000\n",
      "target(4,2) Expected: 0 0.000\n",
      "target(4,3) Expected: 1 1.000\n",
      "target(4,4) Expected: 0 0.000\n",
      "target(4,5) Expected: 0 0.000\n",
      "target(4,6) Expected: 0 0.000\n",
      "target(4,7) Expected: 0 0.000\n",
      "target(4,8) Expected: 0 0.000\n",
      "target(4,9) Expected: 0 0.000\n",
      "target(5,0) Expected: 0 0.000\n",
      "target(5,1) Expected: 0 0.000\n",
      "target(5,2) Expected: 0 0.000\n",
      "target(5,3) Expected: 0 0.000\n",
      "target(5,4) Expected: 1 1.000\n",
      "target(5,5) Expected: 0 0.000\n",
      "target(5,6) Expected: 0 0.000\n",
      "target(5,7) Expected: 0 0.000\n",
      "target(5,8) Expected: 0 0.000\n",
      "target(5,9) Expected: 0 0.000\n",
      "target(6,0) Expected: 0 0.000\n",
      "target(6,1) Expected: 0 0.000\n",
      "target(6,2) Expected: 0 0.000\n",
      "target(6,3) Expected: 0 0.000\n",
      "target(6,4) Expected: 0 0.000\n",
      "target(6,5) Expected: 1 1.000\n",
      "target(6,6) Expected: 0 0.000\n",
      "target(6,7) Expected: 0 0.000\n",
      "target(6,8) Expected: 0 0.000\n",
      "target(6,9) Expected: 0 0.000\n",
      "target(7,0) Expected: 0 0.000\n",
      "target(7,1) Expected: 0 0.000\n",
      "target(7,2) Expected: 0 0.000\n",
      "target(7,3) Expected: 0 0.000\n",
      "target(7,4) Expected: 0 0.000\n",
      "target(7,5) Expected: 0 0.000\n",
      "target(7,6) Expected: 1 1.000\n",
      "target(7,7) Expected: 0 0.000\n",
      "target(7,8) Expected: 0 0.000\n",
      "target(7,9) Expected: 0 0.000\n",
      "target(8,0) Expected: 0 0.000\n",
      "target(8,1) Expected: 0 0.000\n",
      "target(8,2) Expected: 0 0.000\n",
      "target(8,3) Expected: 0 0.000\n",
      "target(8,4) Expected: 0 0.000\n",
      "target(8,5) Expected: 0 0.000\n",
      "target(8,6) Expected: 0 0.000\n",
      "target(8,7) Expected: 1 1.000\n",
      "target(8,8) Expected: 0 0.000\n",
      "target(8,9) Expected: 0 0.000\n",
      "target(9,0) Expected: 0 0.000\n",
      "target(9,1) Expected: 0 0.000\n",
      "target(9,2) Expected: 0 0.000\n",
      "target(9,3) Expected: 0 0.000\n",
      "target(9,4) Expected: 0 0.000\n",
      "target(9,5) Expected: 0 0.000\n",
      "target(9,6) Expected: 0 0.000\n",
      "target(9,7) Expected: 0 0.000\n",
      "target(9,8) Expected: 1 1.000\n",
      "target(9,9) Expected: 0 0.000\n",
      "----------------------------\n",
      "target(X_0,X_1)\n",
      "weight is 0.9946544170379639\n",
      "target(X_0,X_1) -> succ(X_1,X_0),succ(X_1,X_0)\n",
      "None\n",
      "----------------------------\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 151 loss is 3.0319106372189708e-05\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 152 loss is 2.874214987969026e-05\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 153 loss is 2.7246887839282863e-05\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 154 loss is 2.583153582236264e-05\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 155 loss is 2.4490127543685958e-05\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "target(0,0) Expected: 0 0.001\n",
      "target(0,1) Expected: 0 0.000\n",
      "target(0,2) Expected: 0 0.000\n",
      "target(0,3) Expected: 0 0.000\n",
      "target(0,4) Expected: 0 0.000\n",
      "target(0,5) Expected: 0 0.000\n",
      "target(0,6) Expected: 0 0.000\n",
      "target(0,7) Expected: 0 0.000\n",
      "target(0,8) Expected: 0 0.000\n",
      "target(0,9) Expected: 0 0.000\n",
      "target(1,0) Expected: 1 1.000\n",
      "target(1,1) Expected: 0 0.000\n",
      "target(1,2) Expected: 0 0.000\n",
      "target(1,3) Expected: 0 0.000\n",
      "target(1,4) Expected: 0 0.000\n",
      "target(1,5) Expected: 0 0.000\n",
      "target(1,6) Expected: 0 0.000\n",
      "target(1,7) Expected: 0 0.000\n",
      "target(1,8) Expected: 0 0.000\n",
      "target(1,9) Expected: 0 0.000\n",
      "target(2,0) Expected: 0 0.000\n",
      "target(2,1) Expected: 1 1.000\n",
      "target(2,2) Expected: 0 0.000\n",
      "target(2,3) Expected: 0 0.000\n",
      "target(2,4) Expected: 0 0.000\n",
      "target(2,5) Expected: 0 0.000\n",
      "target(2,6) Expected: 0 0.000\n",
      "target(2,7) Expected: 0 0.000\n",
      "target(2,8) Expected: 0 0.000\n",
      "target(2,9) Expected: 0 0.000\n",
      "target(3,0) Expected: 0 0.000\n",
      "target(3,1) Expected: 0 0.000\n",
      "target(3,2) Expected: 1 1.000\n",
      "target(3,3) Expected: 0 0.000\n",
      "target(3,4) Expected: 0 0.000\n",
      "target(3,5) Expected: 0 0.000\n",
      "target(3,6) Expected: 0 0.000\n",
      "target(3,7) Expected: 0 0.000\n",
      "target(3,8) Expected: 0 0.000\n",
      "target(3,9) Expected: 0 0.000\n",
      "target(4,0) Expected: 0 0.000\n",
      "target(4,1) Expected: 0 0.000\n",
      "target(4,2) Expected: 0 0.000\n",
      "target(4,3) Expected: 1 1.000\n",
      "target(4,4) Expected: 0 0.000\n",
      "target(4,5) Expected: 0 0.000\n",
      "target(4,6) Expected: 0 0.000\n",
      "target(4,7) Expected: 0 0.000\n",
      "target(4,8) Expected: 0 0.000\n",
      "target(4,9) Expected: 0 0.000\n",
      "target(5,0) Expected: 0 0.000\n",
      "target(5,1) Expected: 0 0.000\n",
      "target(5,2) Expected: 0 0.000\n",
      "target(5,3) Expected: 0 0.000\n",
      "target(5,4) Expected: 1 1.000\n",
      "target(5,5) Expected: 0 0.000\n",
      "target(5,6) Expected: 0 0.000\n",
      "target(5,7) Expected: 0 0.000\n",
      "target(5,8) Expected: 0 0.000\n",
      "target(5,9) Expected: 0 0.000\n",
      "target(6,0) Expected: 0 0.000\n",
      "target(6,1) Expected: 0 0.000\n",
      "target(6,2) Expected: 0 0.000\n",
      "target(6,3) Expected: 0 0.000\n",
      "target(6,4) Expected: 0 0.000\n",
      "target(6,5) Expected: 1 1.000\n",
      "target(6,6) Expected: 0 0.000\n",
      "target(6,7) Expected: 0 0.000\n",
      "target(6,8) Expected: 0 0.000\n",
      "target(6,9) Expected: 0 0.000\n",
      "target(7,0) Expected: 0 0.000\n",
      "target(7,1) Expected: 0 0.000\n",
      "target(7,2) Expected: 0 0.000\n",
      "target(7,3) Expected: 0 0.000\n",
      "target(7,4) Expected: 0 0.000\n",
      "target(7,5) Expected: 0 0.000\n",
      "target(7,6) Expected: 1 1.000\n",
      "target(7,7) Expected: 0 0.000\n",
      "target(7,8) Expected: 0 0.000\n",
      "target(7,9) Expected: 0 0.000\n",
      "target(8,0) Expected: 0 0.000\n",
      "target(8,1) Expected: 0 0.000\n",
      "target(8,2) Expected: 0 0.000\n",
      "target(8,3) Expected: 0 0.000\n",
      "target(8,4) Expected: 0 0.000\n",
      "target(8,5) Expected: 0 0.000\n",
      "target(8,6) Expected: 0 0.000\n",
      "target(8,7) Expected: 1 1.000\n",
      "target(8,8) Expected: 0 0.000\n",
      "target(8,9) Expected: 0 0.000\n",
      "target(9,0) Expected: 0 0.000\n",
      "target(9,1) Expected: 0 0.000\n",
      "target(9,2) Expected: 0 0.000\n",
      "target(9,3) Expected: 0 0.000\n",
      "target(9,4) Expected: 0 0.000\n",
      "target(9,5) Expected: 0 0.000\n",
      "target(9,6) Expected: 0 0.000\n",
      "target(9,7) Expected: 0 0.000\n",
      "target(9,8) Expected: 1 1.000\n",
      "target(9,9) Expected: 0 0.000\n",
      "----------------------------\n",
      "target(X_0,X_1)\n",
      "weight is 0.9956924319267273\n",
      "target(X_0,X_1) -> succ(X_1,X_0),succ(X_1,X_0)\n",
      "None\n",
      "----------------------------\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 156 loss is 2.3225042241392657e-05\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 157 loss is 2.20166130020516e-05\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 158 loss is 2.0883306206087582e-05\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 159 loss is 1.9803070244961418e-05\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 160 loss is 1.8781864127959125e-05\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "target(0,0) Expected: 0 0.000\n",
      "target(0,1) Expected: 0 0.000\n",
      "target(0,2) Expected: 0 0.000\n",
      "target(0,3) Expected: 0 0.000\n",
      "target(0,4) Expected: 0 0.000\n",
      "target(0,5) Expected: 0 0.000\n",
      "target(0,6) Expected: 0 0.000\n",
      "target(0,7) Expected: 0 0.000\n",
      "target(0,8) Expected: 0 0.000\n",
      "target(0,9) Expected: 0 0.000\n",
      "target(1,0) Expected: 1 1.000\n",
      "target(1,1) Expected: 0 0.000\n",
      "target(1,2) Expected: 0 0.000\n",
      "target(1,3) Expected: 0 0.000\n",
      "target(1,4) Expected: 0 0.000\n",
      "target(1,5) Expected: 0 0.000\n",
      "target(1,6) Expected: 0 0.000\n",
      "target(1,7) Expected: 0 0.000\n",
      "target(1,8) Expected: 0 0.000\n",
      "target(1,9) Expected: 0 0.000\n",
      "target(2,0) Expected: 0 0.000\n",
      "target(2,1) Expected: 1 1.000\n",
      "target(2,2) Expected: 0 0.000\n",
      "target(2,3) Expected: 0 0.000\n",
      "target(2,4) Expected: 0 0.000\n",
      "target(2,5) Expected: 0 0.000\n",
      "target(2,6) Expected: 0 0.000\n",
      "target(2,7) Expected: 0 0.000\n",
      "target(2,8) Expected: 0 0.000\n",
      "target(2,9) Expected: 0 0.000\n",
      "target(3,0) Expected: 0 0.000\n",
      "target(3,1) Expected: 0 0.000\n",
      "target(3,2) Expected: 1 1.000\n",
      "target(3,3) Expected: 0 0.000\n",
      "target(3,4) Expected: 0 0.000\n",
      "target(3,5) Expected: 0 0.000\n",
      "target(3,6) Expected: 0 0.000\n",
      "target(3,7) Expected: 0 0.000\n",
      "target(3,8) Expected: 0 0.000\n",
      "target(3,9) Expected: 0 0.000\n",
      "target(4,0) Expected: 0 0.000\n",
      "target(4,1) Expected: 0 0.000\n",
      "target(4,2) Expected: 0 0.000\n",
      "target(4,3) Expected: 1 1.000\n",
      "target(4,4) Expected: 0 0.000\n",
      "target(4,5) Expected: 0 0.000\n",
      "target(4,6) Expected: 0 0.000\n",
      "target(4,7) Expected: 0 0.000\n",
      "target(4,8) Expected: 0 0.000\n",
      "target(4,9) Expected: 0 0.000\n",
      "target(5,0) Expected: 0 0.000\n",
      "target(5,1) Expected: 0 0.000\n",
      "target(5,2) Expected: 0 0.000\n",
      "target(5,3) Expected: 0 0.000\n",
      "target(5,4) Expected: 1 1.000\n",
      "target(5,5) Expected: 0 0.000\n",
      "target(5,6) Expected: 0 0.000\n",
      "target(5,7) Expected: 0 0.000\n",
      "target(5,8) Expected: 0 0.000\n",
      "target(5,9) Expected: 0 0.000\n",
      "target(6,0) Expected: 0 0.000\n",
      "target(6,1) Expected: 0 0.000\n",
      "target(6,2) Expected: 0 0.000\n",
      "target(6,3) Expected: 0 0.000\n",
      "target(6,4) Expected: 0 0.000\n",
      "target(6,5) Expected: 1 1.000\n",
      "target(6,6) Expected: 0 0.000\n",
      "target(6,7) Expected: 0 0.000\n",
      "target(6,8) Expected: 0 0.000\n",
      "target(6,9) Expected: 0 0.000\n",
      "target(7,0) Expected: 0 0.000\n",
      "target(7,1) Expected: 0 0.000\n",
      "target(7,2) Expected: 0 0.000\n",
      "target(7,3) Expected: 0 0.000\n",
      "target(7,4) Expected: 0 0.000\n",
      "target(7,5) Expected: 0 0.000\n",
      "target(7,6) Expected: 1 1.000\n",
      "target(7,7) Expected: 0 0.000\n",
      "target(7,8) Expected: 0 0.000\n",
      "target(7,9) Expected: 0 0.000\n",
      "target(8,0) Expected: 0 0.000\n",
      "target(8,1) Expected: 0 0.000\n",
      "target(8,2) Expected: 0 0.000\n",
      "target(8,3) Expected: 0 0.000\n",
      "target(8,4) Expected: 0 0.000\n",
      "target(8,5) Expected: 0 0.000\n",
      "target(8,6) Expected: 0 0.000\n",
      "target(8,7) Expected: 1 1.000\n",
      "target(8,8) Expected: 0 0.000\n",
      "target(8,9) Expected: 0 0.000\n",
      "target(9,0) Expected: 0 0.000\n",
      "target(9,1) Expected: 0 0.000\n",
      "target(9,2) Expected: 0 0.000\n",
      "target(9,3) Expected: 0 0.000\n",
      "target(9,4) Expected: 0 0.000\n",
      "target(9,5) Expected: 0 0.000\n",
      "target(9,6) Expected: 0 0.000\n",
      "target(9,7) Expected: 0 0.000\n",
      "target(9,8) Expected: 1 1.000\n",
      "target(9,9) Expected: 0 0.000\n",
      "----------------------------\n",
      "target(X_0,X_1)\n",
      "weight is 0.996526300907135\n",
      "target(X_0,X_1) -> succ(X_1,X_0),succ(X_1,X_0)\n",
      "None\n",
      "----------------------------\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 161 loss is 1.7807762560551055e-05\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 162 loss is 1.688613156147767e-05\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 163 loss is 1.6018155292840675e-05\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 164 loss is 1.5196090316749178e-05\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 165 loss is 1.4411584743356798e-05\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "target(0,0) Expected: 0 0.000\n",
      "target(0,1) Expected: 0 0.000\n",
      "target(0,2) Expected: 0 0.000\n",
      "target(0,3) Expected: 0 0.000\n",
      "target(0,4) Expected: 0 0.000\n",
      "target(0,5) Expected: 0 0.000\n",
      "target(0,6) Expected: 0 0.000\n",
      "target(0,7) Expected: 0 0.000\n",
      "target(0,8) Expected: 0 0.000\n",
      "target(0,9) Expected: 0 0.000\n",
      "target(1,0) Expected: 1 1.000\n",
      "target(1,1) Expected: 0 0.000\n",
      "target(1,2) Expected: 0 0.000\n",
      "target(1,3) Expected: 0 0.000\n",
      "target(1,4) Expected: 0 0.000\n",
      "target(1,5) Expected: 0 0.000\n",
      "target(1,6) Expected: 0 0.000\n",
      "target(1,7) Expected: 0 0.000\n",
      "target(1,8) Expected: 0 0.000\n",
      "target(1,9) Expected: 0 0.000\n",
      "target(2,0) Expected: 0 0.000\n",
      "target(2,1) Expected: 1 1.000\n",
      "target(2,2) Expected: 0 0.000\n",
      "target(2,3) Expected: 0 0.000\n",
      "target(2,4) Expected: 0 0.000\n",
      "target(2,5) Expected: 0 0.000\n",
      "target(2,6) Expected: 0 0.000\n",
      "target(2,7) Expected: 0 0.000\n",
      "target(2,8) Expected: 0 0.000\n",
      "target(2,9) Expected: 0 0.000\n",
      "target(3,0) Expected: 0 0.000\n",
      "target(3,1) Expected: 0 0.000\n",
      "target(3,2) Expected: 1 1.000\n",
      "target(3,3) Expected: 0 0.000\n",
      "target(3,4) Expected: 0 0.000\n",
      "target(3,5) Expected: 0 0.000\n",
      "target(3,6) Expected: 0 0.000\n",
      "target(3,7) Expected: 0 0.000\n",
      "target(3,8) Expected: 0 0.000\n",
      "target(3,9) Expected: 0 0.000\n",
      "target(4,0) Expected: 0 0.000\n",
      "target(4,1) Expected: 0 0.000\n",
      "target(4,2) Expected: 0 0.000\n",
      "target(4,3) Expected: 1 1.000\n",
      "target(4,4) Expected: 0 0.000\n",
      "target(4,5) Expected: 0 0.000\n",
      "target(4,6) Expected: 0 0.000\n",
      "target(4,7) Expected: 0 0.000\n",
      "target(4,8) Expected: 0 0.000\n",
      "target(4,9) Expected: 0 0.000\n",
      "target(5,0) Expected: 0 0.000\n",
      "target(5,1) Expected: 0 0.000\n",
      "target(5,2) Expected: 0 0.000\n",
      "target(5,3) Expected: 0 0.000\n",
      "target(5,4) Expected: 1 1.000\n",
      "target(5,5) Expected: 0 0.000\n",
      "target(5,6) Expected: 0 0.000\n",
      "target(5,7) Expected: 0 0.000\n",
      "target(5,8) Expected: 0 0.000\n",
      "target(5,9) Expected: 0 0.000\n",
      "target(6,0) Expected: 0 0.000\n",
      "target(6,1) Expected: 0 0.000\n",
      "target(6,2) Expected: 0 0.000\n",
      "target(6,3) Expected: 0 0.000\n",
      "target(6,4) Expected: 0 0.000\n",
      "target(6,5) Expected: 1 1.000\n",
      "target(6,6) Expected: 0 0.000\n",
      "target(6,7) Expected: 0 0.000\n",
      "target(6,8) Expected: 0 0.000\n",
      "target(6,9) Expected: 0 0.000\n",
      "target(7,0) Expected: 0 0.000\n",
      "target(7,1) Expected: 0 0.000\n",
      "target(7,2) Expected: 0 0.000\n",
      "target(7,3) Expected: 0 0.000\n",
      "target(7,4) Expected: 0 0.000\n",
      "target(7,5) Expected: 0 0.000\n",
      "target(7,6) Expected: 1 1.000\n",
      "target(7,7) Expected: 0 0.000\n",
      "target(7,8) Expected: 0 0.000\n",
      "target(7,9) Expected: 0 0.000\n",
      "target(8,0) Expected: 0 0.000\n",
      "target(8,1) Expected: 0 0.000\n",
      "target(8,2) Expected: 0 0.000\n",
      "target(8,3) Expected: 0 0.000\n",
      "target(8,4) Expected: 0 0.000\n",
      "target(8,5) Expected: 0 0.000\n",
      "target(8,6) Expected: 0 0.000\n",
      "target(8,7) Expected: 1 1.000\n",
      "target(8,8) Expected: 0 0.000\n",
      "target(8,9) Expected: 0 0.000\n",
      "target(9,0) Expected: 0 0.000\n",
      "target(9,1) Expected: 0 0.000\n",
      "target(9,2) Expected: 0 0.000\n",
      "target(9,3) Expected: 0 0.000\n",
      "target(9,4) Expected: 0 0.000\n",
      "target(9,5) Expected: 0 0.000\n",
      "target(9,6) Expected: 0 0.000\n",
      "target(9,7) Expected: 0 0.000\n",
      "target(9,8) Expected: 1 1.000\n",
      "target(9,9) Expected: 0 0.000\n",
      "----------------------------\n",
      "target(X_0,X_1)\n",
      "weight is 0.9971970319747925\n",
      "target(X_0,X_1) -> succ(X_1,X_0),succ(X_1,X_0)\n",
      "None\n",
      "----------------------------\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 166 loss is 1.366643209621543e-05\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 167 loss is 1.2963606422999874e-05\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 168 loss is 1.2298340152483433e-05\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 169 loss is 1.1662885299301706e-05\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 170 loss is 1.1068565072491765e-05\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "target(0,0) Expected: 0 0.000\n",
      "target(0,1) Expected: 0 0.000\n",
      "target(0,2) Expected: 0 0.000\n",
      "target(0,3) Expected: 0 0.000\n",
      "target(0,4) Expected: 0 0.000\n",
      "target(0,5) Expected: 0 0.000\n",
      "target(0,6) Expected: 0 0.000\n",
      "target(0,7) Expected: 0 0.000\n",
      "target(0,8) Expected: 0 0.000\n",
      "target(0,9) Expected: 0 0.000\n",
      "target(1,0) Expected: 1 1.000\n",
      "target(1,1) Expected: 0 0.000\n",
      "target(1,2) Expected: 0 0.000\n",
      "target(1,3) Expected: 0 0.000\n",
      "target(1,4) Expected: 0 0.000\n",
      "target(1,5) Expected: 0 0.000\n",
      "target(1,6) Expected: 0 0.000\n",
      "target(1,7) Expected: 0 0.000\n",
      "target(1,8) Expected: 0 0.000\n",
      "target(1,9) Expected: 0 0.000\n",
      "target(2,0) Expected: 0 0.000\n",
      "target(2,1) Expected: 1 1.000\n",
      "target(2,2) Expected: 0 0.000\n",
      "target(2,3) Expected: 0 0.000\n",
      "target(2,4) Expected: 0 0.000\n",
      "target(2,5) Expected: 0 0.000\n",
      "target(2,6) Expected: 0 0.000\n",
      "target(2,7) Expected: 0 0.000\n",
      "target(2,8) Expected: 0 0.000\n",
      "target(2,9) Expected: 0 0.000\n",
      "target(3,0) Expected: 0 0.000\n",
      "target(3,1) Expected: 0 0.000\n",
      "target(3,2) Expected: 1 1.000\n",
      "target(3,3) Expected: 0 0.000\n",
      "target(3,4) Expected: 0 0.000\n",
      "target(3,5) Expected: 0 0.000\n",
      "target(3,6) Expected: 0 0.000\n",
      "target(3,7) Expected: 0 0.000\n",
      "target(3,8) Expected: 0 0.000\n",
      "target(3,9) Expected: 0 0.000\n",
      "target(4,0) Expected: 0 0.000\n",
      "target(4,1) Expected: 0 0.000\n",
      "target(4,2) Expected: 0 0.000\n",
      "target(4,3) Expected: 1 1.000\n",
      "target(4,4) Expected: 0 0.000\n",
      "target(4,5) Expected: 0 0.000\n",
      "target(4,6) Expected: 0 0.000\n",
      "target(4,7) Expected: 0 0.000\n",
      "target(4,8) Expected: 0 0.000\n",
      "target(4,9) Expected: 0 0.000\n",
      "target(5,0) Expected: 0 0.000\n",
      "target(5,1) Expected: 0 0.000\n",
      "target(5,2) Expected: 0 0.000\n",
      "target(5,3) Expected: 0 0.000\n",
      "target(5,4) Expected: 1 1.000\n",
      "target(5,5) Expected: 0 0.000\n",
      "target(5,6) Expected: 0 0.000\n",
      "target(5,7) Expected: 0 0.000\n",
      "target(5,8) Expected: 0 0.000\n",
      "target(5,9) Expected: 0 0.000\n",
      "target(6,0) Expected: 0 0.000\n",
      "target(6,1) Expected: 0 0.000\n",
      "target(6,2) Expected: 0 0.000\n",
      "target(6,3) Expected: 0 0.000\n",
      "target(6,4) Expected: 0 0.000\n",
      "target(6,5) Expected: 1 1.000\n",
      "target(6,6) Expected: 0 0.000\n",
      "target(6,7) Expected: 0 0.000\n",
      "target(6,8) Expected: 0 0.000\n",
      "target(6,9) Expected: 0 0.000\n",
      "target(7,0) Expected: 0 0.000\n",
      "target(7,1) Expected: 0 0.000\n",
      "target(7,2) Expected: 0 0.000\n",
      "target(7,3) Expected: 0 0.000\n",
      "target(7,4) Expected: 0 0.000\n",
      "target(7,5) Expected: 0 0.000\n",
      "target(7,6) Expected: 1 1.000\n",
      "target(7,7) Expected: 0 0.000\n",
      "target(7,8) Expected: 0 0.000\n",
      "target(7,9) Expected: 0 0.000\n",
      "target(8,0) Expected: 0 0.000\n",
      "target(8,1) Expected: 0 0.000\n",
      "target(8,2) Expected: 0 0.000\n",
      "target(8,3) Expected: 0 0.000\n",
      "target(8,4) Expected: 0 0.000\n",
      "target(8,5) Expected: 0 0.000\n",
      "target(8,6) Expected: 0 0.000\n",
      "target(8,7) Expected: 1 1.000\n",
      "target(8,8) Expected: 0 0.000\n",
      "target(8,9) Expected: 0 0.000\n",
      "target(9,0) Expected: 0 0.000\n",
      "target(9,1) Expected: 0 0.000\n",
      "target(9,2) Expected: 0 0.000\n",
      "target(9,3) Expected: 0 0.000\n",
      "target(9,4) Expected: 0 0.000\n",
      "target(9,5) Expected: 0 0.000\n",
      "target(9,6) Expected: 0 0.000\n",
      "target(9,7) Expected: 0 0.000\n",
      "target(9,8) Expected: 1 1.000\n",
      "target(9,9) Expected: 0 0.000\n",
      "----------------------------\n",
      "target(X_0,X_1)\n",
      "weight is 0.9977371692657471\n",
      "target(X_0,X_1) -> succ(X_1,X_0),succ(X_1,X_0)\n",
      "None\n",
      "----------------------------\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 171 loss is 1.050107221090002e-05\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 172 loss is 9.961598152585793e-06\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 173 loss is 9.45670126384357e-06\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 174 loss is 8.965516826719977e-06\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 175 loss is 8.50771539262496e-06\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "target(0,0) Expected: 0 0.000\n",
      "target(0,1) Expected: 0 0.000\n",
      "target(0,2) Expected: 0 0.000\n",
      "target(0,3) Expected: 0 0.000\n",
      "target(0,4) Expected: 0 0.000\n",
      "target(0,5) Expected: 0 0.000\n",
      "target(0,6) Expected: 0 0.000\n",
      "target(0,7) Expected: 0 0.000\n",
      "target(0,8) Expected: 0 0.000\n",
      "target(0,9) Expected: 0 0.000\n",
      "target(1,0) Expected: 1 1.000\n",
      "target(1,1) Expected: 0 0.000\n",
      "target(1,2) Expected: 0 0.000\n",
      "target(1,3) Expected: 0 0.000\n",
      "target(1,4) Expected: 0 0.000\n",
      "target(1,5) Expected: 0 0.000\n",
      "target(1,6) Expected: 0 0.000\n",
      "target(1,7) Expected: 0 0.000\n",
      "target(1,8) Expected: 0 0.000\n",
      "target(1,9) Expected: 0 0.000\n",
      "target(2,0) Expected: 0 0.000\n",
      "target(2,1) Expected: 1 1.000\n",
      "target(2,2) Expected: 0 0.000\n",
      "target(2,3) Expected: 0 0.000\n",
      "target(2,4) Expected: 0 0.000\n",
      "target(2,5) Expected: 0 0.000\n",
      "target(2,6) Expected: 0 0.000\n",
      "target(2,7) Expected: 0 0.000\n",
      "target(2,8) Expected: 0 0.000\n",
      "target(2,9) Expected: 0 0.000\n",
      "target(3,0) Expected: 0 0.000\n",
      "target(3,1) Expected: 0 0.000\n",
      "target(3,2) Expected: 1 1.000\n",
      "target(3,3) Expected: 0 0.000\n",
      "target(3,4) Expected: 0 0.000\n",
      "target(3,5) Expected: 0 0.000\n",
      "target(3,6) Expected: 0 0.000\n",
      "target(3,7) Expected: 0 0.000\n",
      "target(3,8) Expected: 0 0.000\n",
      "target(3,9) Expected: 0 0.000\n",
      "target(4,0) Expected: 0 0.000\n",
      "target(4,1) Expected: 0 0.000\n",
      "target(4,2) Expected: 0 0.000\n",
      "target(4,3) Expected: 1 1.000\n",
      "target(4,4) Expected: 0 0.000\n",
      "target(4,5) Expected: 0 0.000\n",
      "target(4,6) Expected: 0 0.000\n",
      "target(4,7) Expected: 0 0.000\n",
      "target(4,8) Expected: 0 0.000\n",
      "target(4,9) Expected: 0 0.000\n",
      "target(5,0) Expected: 0 0.000\n",
      "target(5,1) Expected: 0 0.000\n",
      "target(5,2) Expected: 0 0.000\n",
      "target(5,3) Expected: 0 0.000\n",
      "target(5,4) Expected: 1 1.000\n",
      "target(5,5) Expected: 0 0.000\n",
      "target(5,6) Expected: 0 0.000\n",
      "target(5,7) Expected: 0 0.000\n",
      "target(5,8) Expected: 0 0.000\n",
      "target(5,9) Expected: 0 0.000\n",
      "target(6,0) Expected: 0 0.000\n",
      "target(6,1) Expected: 0 0.000\n",
      "target(6,2) Expected: 0 0.000\n",
      "target(6,3) Expected: 0 0.000\n",
      "target(6,4) Expected: 0 0.000\n",
      "target(6,5) Expected: 1 1.000\n",
      "target(6,6) Expected: 0 0.000\n",
      "target(6,7) Expected: 0 0.000\n",
      "target(6,8) Expected: 0 0.000\n",
      "target(6,9) Expected: 0 0.000\n",
      "target(7,0) Expected: 0 0.000\n",
      "target(7,1) Expected: 0 0.000\n",
      "target(7,2) Expected: 0 0.000\n",
      "target(7,3) Expected: 0 0.000\n",
      "target(7,4) Expected: 0 0.000\n",
      "target(7,5) Expected: 0 0.000\n",
      "target(7,6) Expected: 1 1.000\n",
      "target(7,7) Expected: 0 0.000\n",
      "target(7,8) Expected: 0 0.000\n",
      "target(7,9) Expected: 0 0.000\n",
      "target(8,0) Expected: 0 0.000\n",
      "target(8,1) Expected: 0 0.000\n",
      "target(8,2) Expected: 0 0.000\n",
      "target(8,3) Expected: 0 0.000\n",
      "target(8,4) Expected: 0 0.000\n",
      "target(8,5) Expected: 0 0.000\n",
      "target(8,6) Expected: 0 0.000\n",
      "target(8,7) Expected: 1 1.000\n",
      "target(8,8) Expected: 0 0.000\n",
      "target(8,9) Expected: 0 0.000\n",
      "target(9,0) Expected: 0 0.000\n",
      "target(9,1) Expected: 0 0.000\n",
      "target(9,2) Expected: 0 0.000\n",
      "target(9,3) Expected: 0 0.000\n",
      "target(9,4) Expected: 0 0.000\n",
      "target(9,5) Expected: 0 0.000\n",
      "target(9,6) Expected: 0 0.000\n",
      "target(9,7) Expected: 0 0.000\n",
      "target(9,8) Expected: 1 1.000\n",
      "target(9,9) Expected: 0 0.000\n",
      "----------------------------\n",
      "target(X_0,X_1)\n",
      "weight is 0.9981720447540283\n",
      "target(X_0,X_1) -> succ(X_1,X_0),succ(X_1,X_0)\n",
      "None\n",
      "----------------------------\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 176 loss is 8.077336133283097e-06\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 177 loss is 7.66543689678656e-06\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 178 loss is 7.270230980793713e-06\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 179 loss is 6.891716566315154e-06\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 180 loss is 6.5447961787867825e-06\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "target(0,0) Expected: 0 0.000\n",
      "target(0,1) Expected: 0 0.000\n",
      "target(0,2) Expected: 0 0.000\n",
      "target(0,3) Expected: 0 0.000\n",
      "target(0,4) Expected: 0 0.000\n",
      "target(0,5) Expected: 0 0.000\n",
      "target(0,6) Expected: 0 0.000\n",
      "target(0,7) Expected: 0 0.000\n",
      "target(0,8) Expected: 0 0.000\n",
      "target(0,9) Expected: 0 0.000\n",
      "target(1,0) Expected: 1 1.000\n",
      "target(1,1) Expected: 0 0.000\n",
      "target(1,2) Expected: 0 0.000\n",
      "target(1,3) Expected: 0 0.000\n",
      "target(1,4) Expected: 0 0.000\n",
      "target(1,5) Expected: 0 0.000\n",
      "target(1,6) Expected: 0 0.000\n",
      "target(1,7) Expected: 0 0.000\n",
      "target(1,8) Expected: 0 0.000\n",
      "target(1,9) Expected: 0 0.000\n",
      "target(2,0) Expected: 0 0.000\n",
      "target(2,1) Expected: 1 1.000\n",
      "target(2,2) Expected: 0 0.000\n",
      "target(2,3) Expected: 0 0.000\n",
      "target(2,4) Expected: 0 0.000\n",
      "target(2,5) Expected: 0 0.000\n",
      "target(2,6) Expected: 0 0.000\n",
      "target(2,7) Expected: 0 0.000\n",
      "target(2,8) Expected: 0 0.000\n",
      "target(2,9) Expected: 0 0.000\n",
      "target(3,0) Expected: 0 0.000\n",
      "target(3,1) Expected: 0 0.000\n",
      "target(3,2) Expected: 1 1.000\n",
      "target(3,3) Expected: 0 0.000\n",
      "target(3,4) Expected: 0 0.000\n",
      "target(3,5) Expected: 0 0.000\n",
      "target(3,6) Expected: 0 0.000\n",
      "target(3,7) Expected: 0 0.000\n",
      "target(3,8) Expected: 0 0.000\n",
      "target(3,9) Expected: 0 0.000\n",
      "target(4,0) Expected: 0 0.000\n",
      "target(4,1) Expected: 0 0.000\n",
      "target(4,2) Expected: 0 0.000\n",
      "target(4,3) Expected: 1 1.000\n",
      "target(4,4) Expected: 0 0.000\n",
      "target(4,5) Expected: 0 0.000\n",
      "target(4,6) Expected: 0 0.000\n",
      "target(4,7) Expected: 0 0.000\n",
      "target(4,8) Expected: 0 0.000\n",
      "target(4,9) Expected: 0 0.000\n",
      "target(5,0) Expected: 0 0.000\n",
      "target(5,1) Expected: 0 0.000\n",
      "target(5,2) Expected: 0 0.000\n",
      "target(5,3) Expected: 0 0.000\n",
      "target(5,4) Expected: 1 1.000\n",
      "target(5,5) Expected: 0 0.000\n",
      "target(5,6) Expected: 0 0.000\n",
      "target(5,7) Expected: 0 0.000\n",
      "target(5,8) Expected: 0 0.000\n",
      "target(5,9) Expected: 0 0.000\n",
      "target(6,0) Expected: 0 0.000\n",
      "target(6,1) Expected: 0 0.000\n",
      "target(6,2) Expected: 0 0.000\n",
      "target(6,3) Expected: 0 0.000\n",
      "target(6,4) Expected: 0 0.000\n",
      "target(6,5) Expected: 1 1.000\n",
      "target(6,6) Expected: 0 0.000\n",
      "target(6,7) Expected: 0 0.000\n",
      "target(6,8) Expected: 0 0.000\n",
      "target(6,9) Expected: 0 0.000\n",
      "target(7,0) Expected: 0 0.000\n",
      "target(7,1) Expected: 0 0.000\n",
      "target(7,2) Expected: 0 0.000\n",
      "target(7,3) Expected: 0 0.000\n",
      "target(7,4) Expected: 0 0.000\n",
      "target(7,5) Expected: 0 0.000\n",
      "target(7,6) Expected: 1 1.000\n",
      "target(7,7) Expected: 0 0.000\n",
      "target(7,8) Expected: 0 0.000\n",
      "target(7,9) Expected: 0 0.000\n",
      "target(8,0) Expected: 0 0.000\n",
      "target(8,1) Expected: 0 0.000\n",
      "target(8,2) Expected: 0 0.000\n",
      "target(8,3) Expected: 0 0.000\n",
      "target(8,4) Expected: 0 0.000\n",
      "target(8,5) Expected: 0 0.000\n",
      "target(8,6) Expected: 0 0.000\n",
      "target(8,7) Expected: 1 1.000\n",
      "target(8,8) Expected: 0 0.000\n",
      "target(8,9) Expected: 0 0.000\n",
      "target(9,0) Expected: 0 0.000\n",
      "target(9,1) Expected: 0 0.000\n",
      "target(9,2) Expected: 0 0.000\n",
      "target(9,3) Expected: 0 0.000\n",
      "target(9,4) Expected: 0 0.000\n",
      "target(9,5) Expected: 0 0.000\n",
      "target(9,6) Expected: 0 0.000\n",
      "target(9,7) Expected: 0 0.000\n",
      "target(9,8) Expected: 1 1.000\n",
      "target(9,9) Expected: 0 0.000\n",
      "----------------------------\n",
      "target(X_0,X_1)\n",
      "weight is 0.9985224604606628\n",
      "target(X_0,X_1) -> succ(X_1,X_0),succ(X_1,X_0)\n",
      "None\n",
      "----------------------------\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 181 loss is 6.213969754753634e-06\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 182 loss is 5.898643394175451e-06\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 183 loss is 5.594047252088785e-06\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 184 loss is 5.309717835189076e-06\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 185 loss is 5.045060333941365e-06\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "target(0,0) Expected: 0 0.000\n",
      "target(0,1) Expected: 0 0.000\n",
      "target(0,2) Expected: 0 0.000\n",
      "target(0,3) Expected: 0 0.000\n",
      "target(0,4) Expected: 0 0.000\n",
      "target(0,5) Expected: 0 0.000\n",
      "target(0,6) Expected: 0 0.000\n",
      "target(0,7) Expected: 0 0.000\n",
      "target(0,8) Expected: 0 0.000\n",
      "target(0,9) Expected: 0 0.000\n",
      "target(1,0) Expected: 1 1.000\n",
      "target(1,1) Expected: 0 0.000\n",
      "target(1,2) Expected: 0 0.000\n",
      "target(1,3) Expected: 0 0.000\n",
      "target(1,4) Expected: 0 0.000\n",
      "target(1,5) Expected: 0 0.000\n",
      "target(1,6) Expected: 0 0.000\n",
      "target(1,7) Expected: 0 0.000\n",
      "target(1,8) Expected: 0 0.000\n",
      "target(1,9) Expected: 0 0.000\n",
      "target(2,0) Expected: 0 0.000\n",
      "target(2,1) Expected: 1 1.000\n",
      "target(2,2) Expected: 0 0.000\n",
      "target(2,3) Expected: 0 0.000\n",
      "target(2,4) Expected: 0 0.000\n",
      "target(2,5) Expected: 0 0.000\n",
      "target(2,6) Expected: 0 0.000\n",
      "target(2,7) Expected: 0 0.000\n",
      "target(2,8) Expected: 0 0.000\n",
      "target(2,9) Expected: 0 0.000\n",
      "target(3,0) Expected: 0 0.000\n",
      "target(3,1) Expected: 0 0.000\n",
      "target(3,2) Expected: 1 1.000\n",
      "target(3,3) Expected: 0 0.000\n",
      "target(3,4) Expected: 0 0.000\n",
      "target(3,5) Expected: 0 0.000\n",
      "target(3,6) Expected: 0 0.000\n",
      "target(3,7) Expected: 0 0.000\n",
      "target(3,8) Expected: 0 0.000\n",
      "target(3,9) Expected: 0 0.000\n",
      "target(4,0) Expected: 0 0.000\n",
      "target(4,1) Expected: 0 0.000\n",
      "target(4,2) Expected: 0 0.000\n",
      "target(4,3) Expected: 1 1.000\n",
      "target(4,4) Expected: 0 0.000\n",
      "target(4,5) Expected: 0 0.000\n",
      "target(4,6) Expected: 0 0.000\n",
      "target(4,7) Expected: 0 0.000\n",
      "target(4,8) Expected: 0 0.000\n",
      "target(4,9) Expected: 0 0.000\n",
      "target(5,0) Expected: 0 0.000\n",
      "target(5,1) Expected: 0 0.000\n",
      "target(5,2) Expected: 0 0.000\n",
      "target(5,3) Expected: 0 0.000\n",
      "target(5,4) Expected: 1 1.000\n",
      "target(5,5) Expected: 0 0.000\n",
      "target(5,6) Expected: 0 0.000\n",
      "target(5,7) Expected: 0 0.000\n",
      "target(5,8) Expected: 0 0.000\n",
      "target(5,9) Expected: 0 0.000\n",
      "target(6,0) Expected: 0 0.000\n",
      "target(6,1) Expected: 0 0.000\n",
      "target(6,2) Expected: 0 0.000\n",
      "target(6,3) Expected: 0 0.000\n",
      "target(6,4) Expected: 0 0.000\n",
      "target(6,5) Expected: 1 1.000\n",
      "target(6,6) Expected: 0 0.000\n",
      "target(6,7) Expected: 0 0.000\n",
      "target(6,8) Expected: 0 0.000\n",
      "target(6,9) Expected: 0 0.000\n",
      "target(7,0) Expected: 0 0.000\n",
      "target(7,1) Expected: 0 0.000\n",
      "target(7,2) Expected: 0 0.000\n",
      "target(7,3) Expected: 0 0.000\n",
      "target(7,4) Expected: 0 0.000\n",
      "target(7,5) Expected: 0 0.000\n",
      "target(7,6) Expected: 1 1.000\n",
      "target(7,7) Expected: 0 0.000\n",
      "target(7,8) Expected: 0 0.000\n",
      "target(7,9) Expected: 0 0.000\n",
      "target(8,0) Expected: 0 0.000\n",
      "target(8,1) Expected: 0 0.000\n",
      "target(8,2) Expected: 0 0.000\n",
      "target(8,3) Expected: 0 0.000\n",
      "target(8,4) Expected: 0 0.000\n",
      "target(8,5) Expected: 0 0.000\n",
      "target(8,6) Expected: 0 0.000\n",
      "target(8,7) Expected: 1 1.000\n",
      "target(8,8) Expected: 0 0.000\n",
      "target(8,9) Expected: 0 0.000\n",
      "target(9,0) Expected: 0 0.000\n",
      "target(9,1) Expected: 0 0.000\n",
      "target(9,2) Expected: 0 0.000\n",
      "target(9,3) Expected: 0 0.000\n",
      "target(9,4) Expected: 0 0.000\n",
      "target(9,5) Expected: 0 0.000\n",
      "target(9,6) Expected: 0 0.000\n",
      "target(9,7) Expected: 0 0.000\n",
      "target(9,8) Expected: 1 1.000\n",
      "target(9,9) Expected: 0 0.000\n",
      "----------------------------\n",
      "target(X_0,X_1)\n",
      "weight is 0.9988046884536743\n",
      "target(X_0,X_1) -> succ(X_1,X_0),succ(X_1,X_0)\n",
      "None\n",
      "----------------------------\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 186 loss is 4.789940248883795e-06\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 187 loss is 4.540185727819335e-06\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 188 loss is 4.3142745198565535e-06\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 189 loss is 4.098497356608277e-06\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 190 loss is 3.889276740665082e-06\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "target(0,0) Expected: 0 0.000\n",
      "target(0,1) Expected: 0 0.000\n",
      "target(0,2) Expected: 0 0.000\n",
      "target(0,3) Expected: 0 0.000\n",
      "target(0,4) Expected: 0 0.000\n",
      "target(0,5) Expected: 0 0.000\n",
      "target(0,6) Expected: 0 0.000\n",
      "target(0,7) Expected: 0 0.000\n",
      "target(0,8) Expected: 0 0.000\n",
      "target(0,9) Expected: 0 0.000\n",
      "target(1,0) Expected: 1 1.000\n",
      "target(1,1) Expected: 0 0.000\n",
      "target(1,2) Expected: 0 0.000\n",
      "target(1,3) Expected: 0 0.000\n",
      "target(1,4) Expected: 0 0.000\n",
      "target(1,5) Expected: 0 0.000\n",
      "target(1,6) Expected: 0 0.000\n",
      "target(1,7) Expected: 0 0.000\n",
      "target(1,8) Expected: 0 0.000\n",
      "target(1,9) Expected: 0 0.000\n",
      "target(2,0) Expected: 0 0.000\n",
      "target(2,1) Expected: 1 1.000\n",
      "target(2,2) Expected: 0 0.000\n",
      "target(2,3) Expected: 0 0.000\n",
      "target(2,4) Expected: 0 0.000\n",
      "target(2,5) Expected: 0 0.000\n",
      "target(2,6) Expected: 0 0.000\n",
      "target(2,7) Expected: 0 0.000\n",
      "target(2,8) Expected: 0 0.000\n",
      "target(2,9) Expected: 0 0.000\n",
      "target(3,0) Expected: 0 0.000\n",
      "target(3,1) Expected: 0 0.000\n",
      "target(3,2) Expected: 1 1.000\n",
      "target(3,3) Expected: 0 0.000\n",
      "target(3,4) Expected: 0 0.000\n",
      "target(3,5) Expected: 0 0.000\n",
      "target(3,6) Expected: 0 0.000\n",
      "target(3,7) Expected: 0 0.000\n",
      "target(3,8) Expected: 0 0.000\n",
      "target(3,9) Expected: 0 0.000\n",
      "target(4,0) Expected: 0 0.000\n",
      "target(4,1) Expected: 0 0.000\n",
      "target(4,2) Expected: 0 0.000\n",
      "target(4,3) Expected: 1 1.000\n",
      "target(4,4) Expected: 0 0.000\n",
      "target(4,5) Expected: 0 0.000\n",
      "target(4,6) Expected: 0 0.000\n",
      "target(4,7) Expected: 0 0.000\n",
      "target(4,8) Expected: 0 0.000\n",
      "target(4,9) Expected: 0 0.000\n",
      "target(5,0) Expected: 0 0.000\n",
      "target(5,1) Expected: 0 0.000\n",
      "target(5,2) Expected: 0 0.000\n",
      "target(5,3) Expected: 0 0.000\n",
      "target(5,4) Expected: 1 1.000\n",
      "target(5,5) Expected: 0 0.000\n",
      "target(5,6) Expected: 0 0.000\n",
      "target(5,7) Expected: 0 0.000\n",
      "target(5,8) Expected: 0 0.000\n",
      "target(5,9) Expected: 0 0.000\n",
      "target(6,0) Expected: 0 0.000\n",
      "target(6,1) Expected: 0 0.000\n",
      "target(6,2) Expected: 0 0.000\n",
      "target(6,3) Expected: 0 0.000\n",
      "target(6,4) Expected: 0 0.000\n",
      "target(6,5) Expected: 1 1.000\n",
      "target(6,6) Expected: 0 0.000\n",
      "target(6,7) Expected: 0 0.000\n",
      "target(6,8) Expected: 0 0.000\n",
      "target(6,9) Expected: 0 0.000\n",
      "target(7,0) Expected: 0 0.000\n",
      "target(7,1) Expected: 0 0.000\n",
      "target(7,2) Expected: 0 0.000\n",
      "target(7,3) Expected: 0 0.000\n",
      "target(7,4) Expected: 0 0.000\n",
      "target(7,5) Expected: 0 0.000\n",
      "target(7,6) Expected: 1 1.000\n",
      "target(7,7) Expected: 0 0.000\n",
      "target(7,8) Expected: 0 0.000\n",
      "target(7,9) Expected: 0 0.000\n",
      "target(8,0) Expected: 0 0.000\n",
      "target(8,1) Expected: 0 0.000\n",
      "target(8,2) Expected: 0 0.000\n",
      "target(8,3) Expected: 0 0.000\n",
      "target(8,4) Expected: 0 0.000\n",
      "target(8,5) Expected: 0 0.000\n",
      "target(8,6) Expected: 0 0.000\n",
      "target(8,7) Expected: 1 1.000\n",
      "target(8,8) Expected: 0 0.000\n",
      "target(8,9) Expected: 0 0.000\n",
      "target(9,0) Expected: 0 0.000\n",
      "target(9,1) Expected: 0 0.000\n",
      "target(9,2) Expected: 0 0.000\n",
      "target(9,3) Expected: 0 0.000\n",
      "target(9,4) Expected: 0 0.000\n",
      "target(9,5) Expected: 0 0.000\n",
      "target(9,6) Expected: 0 0.000\n",
      "target(9,7) Expected: 0 0.000\n",
      "target(9,8) Expected: 1 1.000\n",
      "target(9,9) Expected: 0 0.000\n",
      "----------------------------\n",
      "target(X_0,X_1)\n",
      "weight is 0.9990317821502686\n",
      "target(X_0,X_1) -> succ(X_1,X_0),succ(X_1,X_0)\n",
      "None\n",
      "----------------------------\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 191 loss is 3.690786570587079e-06\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 192 loss is 3.5143500554113416e-06\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 193 loss is 3.331954076202237e-06\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 194 loss is 3.168036300849053e-06\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 195 loss is 3.0065029932302423e-06\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "target(0,0) Expected: 0 0.000\n",
      "target(0,1) Expected: 0 0.000\n",
      "target(0,2) Expected: 0 0.000\n",
      "target(0,3) Expected: 0 0.000\n",
      "target(0,4) Expected: 0 0.000\n",
      "target(0,5) Expected: 0 0.000\n",
      "target(0,6) Expected: 0 0.000\n",
      "target(0,7) Expected: 0 0.000\n",
      "target(0,8) Expected: 0 0.000\n",
      "target(0,9) Expected: 0 0.000\n",
      "target(1,0) Expected: 1 1.000\n",
      "target(1,1) Expected: 0 0.000\n",
      "target(1,2) Expected: 0 0.000\n",
      "target(1,3) Expected: 0 0.000\n",
      "target(1,4) Expected: 0 0.000\n",
      "target(1,5) Expected: 0 0.000\n",
      "target(1,6) Expected: 0 0.000\n",
      "target(1,7) Expected: 0 0.000\n",
      "target(1,8) Expected: 0 0.000\n",
      "target(1,9) Expected: 0 0.000\n",
      "target(2,0) Expected: 0 0.000\n",
      "target(2,1) Expected: 1 1.000\n",
      "target(2,2) Expected: 0 0.000\n",
      "target(2,3) Expected: 0 0.000\n",
      "target(2,4) Expected: 0 0.000\n",
      "target(2,5) Expected: 0 0.000\n",
      "target(2,6) Expected: 0 0.000\n",
      "target(2,7) Expected: 0 0.000\n",
      "target(2,8) Expected: 0 0.000\n",
      "target(2,9) Expected: 0 0.000\n",
      "target(3,0) Expected: 0 0.000\n",
      "target(3,1) Expected: 0 0.000\n",
      "target(3,2) Expected: 1 1.000\n",
      "target(3,3) Expected: 0 0.000\n",
      "target(3,4) Expected: 0 0.000\n",
      "target(3,5) Expected: 0 0.000\n",
      "target(3,6) Expected: 0 0.000\n",
      "target(3,7) Expected: 0 0.000\n",
      "target(3,8) Expected: 0 0.000\n",
      "target(3,9) Expected: 0 0.000\n",
      "target(4,0) Expected: 0 0.000\n",
      "target(4,1) Expected: 0 0.000\n",
      "target(4,2) Expected: 0 0.000\n",
      "target(4,3) Expected: 1 1.000\n",
      "target(4,4) Expected: 0 0.000\n",
      "target(4,5) Expected: 0 0.000\n",
      "target(4,6) Expected: 0 0.000\n",
      "target(4,7) Expected: 0 0.000\n",
      "target(4,8) Expected: 0 0.000\n",
      "target(4,9) Expected: 0 0.000\n",
      "target(5,0) Expected: 0 0.000\n",
      "target(5,1) Expected: 0 0.000\n",
      "target(5,2) Expected: 0 0.000\n",
      "target(5,3) Expected: 0 0.000\n",
      "target(5,4) Expected: 1 1.000\n",
      "target(5,5) Expected: 0 0.000\n",
      "target(5,6) Expected: 0 0.000\n",
      "target(5,7) Expected: 0 0.000\n",
      "target(5,8) Expected: 0 0.000\n",
      "target(5,9) Expected: 0 0.000\n",
      "target(6,0) Expected: 0 0.000\n",
      "target(6,1) Expected: 0 0.000\n",
      "target(6,2) Expected: 0 0.000\n",
      "target(6,3) Expected: 0 0.000\n",
      "target(6,4) Expected: 0 0.000\n",
      "target(6,5) Expected: 1 1.000\n",
      "target(6,6) Expected: 0 0.000\n",
      "target(6,7) Expected: 0 0.000\n",
      "target(6,8) Expected: 0 0.000\n",
      "target(6,9) Expected: 0 0.000\n",
      "target(7,0) Expected: 0 0.000\n",
      "target(7,1) Expected: 0 0.000\n",
      "target(7,2) Expected: 0 0.000\n",
      "target(7,3) Expected: 0 0.000\n",
      "target(7,4) Expected: 0 0.000\n",
      "target(7,5) Expected: 0 0.000\n",
      "target(7,6) Expected: 1 1.000\n",
      "target(7,7) Expected: 0 0.000\n",
      "target(7,8) Expected: 0 0.000\n",
      "target(7,9) Expected: 0 0.000\n",
      "target(8,0) Expected: 0 0.000\n",
      "target(8,1) Expected: 0 0.000\n",
      "target(8,2) Expected: 0 0.000\n",
      "target(8,3) Expected: 0 0.000\n",
      "target(8,4) Expected: 0 0.000\n",
      "target(8,5) Expected: 0 0.000\n",
      "target(8,6) Expected: 0 0.000\n",
      "target(8,7) Expected: 1 1.000\n",
      "target(8,8) Expected: 0 0.000\n",
      "target(8,9) Expected: 0 0.000\n",
      "target(9,0) Expected: 0 0.000\n",
      "target(9,1) Expected: 0 0.000\n",
      "target(9,2) Expected: 0 0.000\n",
      "target(9,3) Expected: 0 0.000\n",
      "target(9,4) Expected: 0 0.000\n",
      "target(9,5) Expected: 0 0.000\n",
      "target(9,6) Expected: 0 0.000\n",
      "target(9,7) Expected: 0 0.000\n",
      "target(9,8) Expected: 1 1.000\n",
      "target(9,9) Expected: 0 0.000\n",
      "----------------------------\n",
      "target(X_0,X_1)\n",
      "weight is 0.9992144107818604\n",
      "target(X_0,X_1) -> succ(X_1,X_0),succ(X_1,X_0)\n",
      "None\n",
      "----------------------------\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 196 loss is 2.857486833818257e-06\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 197 loss is 2.71681619778974e-06\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 198 loss is 2.583894456620328e-06\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 199 loss is 2.4533571831852896e-06\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 200 loss is 2.3401053113047965e-06\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "target(0,0) Expected: 0 0.000\n",
      "target(0,1) Expected: 0 0.000\n",
      "target(0,2) Expected: 0 0.000\n",
      "target(0,3) Expected: 0 0.000\n",
      "target(0,4) Expected: 0 0.000\n",
      "target(0,5) Expected: 0 0.000\n",
      "target(0,6) Expected: 0 0.000\n",
      "target(0,7) Expected: 0 0.000\n",
      "target(0,8) Expected: 0 0.000\n",
      "target(0,9) Expected: 0 0.000\n",
      "target(1,0) Expected: 1 1.000\n",
      "target(1,1) Expected: 0 0.000\n",
      "target(1,2) Expected: 0 0.000\n",
      "target(1,3) Expected: 0 0.000\n",
      "target(1,4) Expected: 0 0.000\n",
      "target(1,5) Expected: 0 0.000\n",
      "target(1,6) Expected: 0 0.000\n",
      "target(1,7) Expected: 0 0.000\n",
      "target(1,8) Expected: 0 0.000\n",
      "target(1,9) Expected: 0 0.000\n",
      "target(2,0) Expected: 0 0.000\n",
      "target(2,1) Expected: 1 1.000\n",
      "target(2,2) Expected: 0 0.000\n",
      "target(2,3) Expected: 0 0.000\n",
      "target(2,4) Expected: 0 0.000\n",
      "target(2,5) Expected: 0 0.000\n",
      "target(2,6) Expected: 0 0.000\n",
      "target(2,7) Expected: 0 0.000\n",
      "target(2,8) Expected: 0 0.000\n",
      "target(2,9) Expected: 0 0.000\n",
      "target(3,0) Expected: 0 0.000\n",
      "target(3,1) Expected: 0 0.000\n",
      "target(3,2) Expected: 1 1.000\n",
      "target(3,3) Expected: 0 0.000\n",
      "target(3,4) Expected: 0 0.000\n",
      "target(3,5) Expected: 0 0.000\n",
      "target(3,6) Expected: 0 0.000\n",
      "target(3,7) Expected: 0 0.000\n",
      "target(3,8) Expected: 0 0.000\n",
      "target(3,9) Expected: 0 0.000\n",
      "target(4,0) Expected: 0 0.000\n",
      "target(4,1) Expected: 0 0.000\n",
      "target(4,2) Expected: 0 0.000\n",
      "target(4,3) Expected: 1 1.000\n",
      "target(4,4) Expected: 0 0.000\n",
      "target(4,5) Expected: 0 0.000\n",
      "target(4,6) Expected: 0 0.000\n",
      "target(4,7) Expected: 0 0.000\n",
      "target(4,8) Expected: 0 0.000\n",
      "target(4,9) Expected: 0 0.000\n",
      "target(5,0) Expected: 0 0.000\n",
      "target(5,1) Expected: 0 0.000\n",
      "target(5,2) Expected: 0 0.000\n",
      "target(5,3) Expected: 0 0.000\n",
      "target(5,4) Expected: 1 1.000\n",
      "target(5,5) Expected: 0 0.000\n",
      "target(5,6) Expected: 0 0.000\n",
      "target(5,7) Expected: 0 0.000\n",
      "target(5,8) Expected: 0 0.000\n",
      "target(5,9) Expected: 0 0.000\n",
      "target(6,0) Expected: 0 0.000\n",
      "target(6,1) Expected: 0 0.000\n",
      "target(6,2) Expected: 0 0.000\n",
      "target(6,3) Expected: 0 0.000\n",
      "target(6,4) Expected: 0 0.000\n",
      "target(6,5) Expected: 1 1.000\n",
      "target(6,6) Expected: 0 0.000\n",
      "target(6,7) Expected: 0 0.000\n",
      "target(6,8) Expected: 0 0.000\n",
      "target(6,9) Expected: 0 0.000\n",
      "target(7,0) Expected: 0 0.000\n",
      "target(7,1) Expected: 0 0.000\n",
      "target(7,2) Expected: 0 0.000\n",
      "target(7,3) Expected: 0 0.000\n",
      "target(7,4) Expected: 0 0.000\n",
      "target(7,5) Expected: 0 0.000\n",
      "target(7,6) Expected: 1 1.000\n",
      "target(7,7) Expected: 0 0.000\n",
      "target(7,8) Expected: 0 0.000\n",
      "target(7,9) Expected: 0 0.000\n",
      "target(8,0) Expected: 0 0.000\n",
      "target(8,1) Expected: 0 0.000\n",
      "target(8,2) Expected: 0 0.000\n",
      "target(8,3) Expected: 0 0.000\n",
      "target(8,4) Expected: 0 0.000\n",
      "target(8,5) Expected: 0 0.000\n",
      "target(8,6) Expected: 0 0.000\n",
      "target(8,7) Expected: 1 1.000\n",
      "target(8,8) Expected: 0 0.000\n",
      "target(8,9) Expected: 0 0.000\n",
      "target(9,0) Expected: 0 0.000\n",
      "target(9,1) Expected: 0 0.000\n",
      "target(9,2) Expected: 0 0.000\n",
      "target(9,3) Expected: 0 0.000\n",
      "target(9,4) Expected: 0 0.000\n",
      "target(9,5) Expected: 0 0.000\n",
      "target(9,6) Expected: 0 0.000\n",
      "target(9,7) Expected: 0 0.000\n",
      "target(9,8) Expected: 1 1.000\n",
      "target(9,9) Expected: 0 0.000\n",
      "----------------------------\n",
      "target(X_0,X_1)\n",
      "weight is 0.999360978603363\n",
      "target(X_0,X_1) -> succ(X_1,X_0),succ(X_1,X_0)\n",
      "None\n",
      "----------------------------\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 201 loss is 2.224469881184632e-06\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 202 loss is 2.1100265712448163e-06\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 203 loss is 2.0128688902332215e-06\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 204 loss is 1.912731477204943e-06\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 205 loss is 1.8251107576361392e-06\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "target(0,0) Expected: 0 0.000\n",
      "target(0,1) Expected: 0 0.000\n",
      "target(0,2) Expected: 0 0.000\n",
      "target(0,3) Expected: 0 0.000\n",
      "target(0,4) Expected: 0 0.000\n",
      "target(0,5) Expected: 0 0.000\n",
      "target(0,6) Expected: 0 0.000\n",
      "target(0,7) Expected: 0 0.000\n",
      "target(0,8) Expected: 0 0.000\n",
      "target(0,9) Expected: 0 0.000\n",
      "target(1,0) Expected: 1 1.000\n",
      "target(1,1) Expected: 0 0.000\n",
      "target(1,2) Expected: 0 0.000\n",
      "target(1,3) Expected: 0 0.000\n",
      "target(1,4) Expected: 0 0.000\n",
      "target(1,5) Expected: 0 0.000\n",
      "target(1,6) Expected: 0 0.000\n",
      "target(1,7) Expected: 0 0.000\n",
      "target(1,8) Expected: 0 0.000\n",
      "target(1,9) Expected: 0 0.000\n",
      "target(2,0) Expected: 0 0.000\n",
      "target(2,1) Expected: 1 1.000\n",
      "target(2,2) Expected: 0 0.000\n",
      "target(2,3) Expected: 0 0.000\n",
      "target(2,4) Expected: 0 0.000\n",
      "target(2,5) Expected: 0 0.000\n",
      "target(2,6) Expected: 0 0.000\n",
      "target(2,7) Expected: 0 0.000\n",
      "target(2,8) Expected: 0 0.000\n",
      "target(2,9) Expected: 0 0.000\n",
      "target(3,0) Expected: 0 0.000\n",
      "target(3,1) Expected: 0 0.000\n",
      "target(3,2) Expected: 1 1.000\n",
      "target(3,3) Expected: 0 0.000\n",
      "target(3,4) Expected: 0 0.000\n",
      "target(3,5) Expected: 0 0.000\n",
      "target(3,6) Expected: 0 0.000\n",
      "target(3,7) Expected: 0 0.000\n",
      "target(3,8) Expected: 0 0.000\n",
      "target(3,9) Expected: 0 0.000\n",
      "target(4,0) Expected: 0 0.000\n",
      "target(4,1) Expected: 0 0.000\n",
      "target(4,2) Expected: 0 0.000\n",
      "target(4,3) Expected: 1 1.000\n",
      "target(4,4) Expected: 0 0.000\n",
      "target(4,5) Expected: 0 0.000\n",
      "target(4,6) Expected: 0 0.000\n",
      "target(4,7) Expected: 0 0.000\n",
      "target(4,8) Expected: 0 0.000\n",
      "target(4,9) Expected: 0 0.000\n",
      "target(5,0) Expected: 0 0.000\n",
      "target(5,1) Expected: 0 0.000\n",
      "target(5,2) Expected: 0 0.000\n",
      "target(5,3) Expected: 0 0.000\n",
      "target(5,4) Expected: 1 1.000\n",
      "target(5,5) Expected: 0 0.000\n",
      "target(5,6) Expected: 0 0.000\n",
      "target(5,7) Expected: 0 0.000\n",
      "target(5,8) Expected: 0 0.000\n",
      "target(5,9) Expected: 0 0.000\n",
      "target(6,0) Expected: 0 0.000\n",
      "target(6,1) Expected: 0 0.000\n",
      "target(6,2) Expected: 0 0.000\n",
      "target(6,3) Expected: 0 0.000\n",
      "target(6,4) Expected: 0 0.000\n",
      "target(6,5) Expected: 1 1.000\n",
      "target(6,6) Expected: 0 0.000\n",
      "target(6,7) Expected: 0 0.000\n",
      "target(6,8) Expected: 0 0.000\n",
      "target(6,9) Expected: 0 0.000\n",
      "target(7,0) Expected: 0 0.000\n",
      "target(7,1) Expected: 0 0.000\n",
      "target(7,2) Expected: 0 0.000\n",
      "target(7,3) Expected: 0 0.000\n",
      "target(7,4) Expected: 0 0.000\n",
      "target(7,5) Expected: 0 0.000\n",
      "target(7,6) Expected: 1 1.000\n",
      "target(7,7) Expected: 0 0.000\n",
      "target(7,8) Expected: 0 0.000\n",
      "target(7,9) Expected: 0 0.000\n",
      "target(8,0) Expected: 0 0.000\n",
      "target(8,1) Expected: 0 0.000\n",
      "target(8,2) Expected: 0 0.000\n",
      "target(8,3) Expected: 0 0.000\n",
      "target(8,4) Expected: 0 0.000\n",
      "target(8,5) Expected: 0 0.000\n",
      "target(8,6) Expected: 0 0.000\n",
      "target(8,7) Expected: 1 1.000\n",
      "target(8,8) Expected: 0 0.000\n",
      "target(8,9) Expected: 0 0.000\n",
      "target(9,0) Expected: 0 0.000\n",
      "target(9,1) Expected: 0 0.000\n",
      "target(9,2) Expected: 0 0.000\n",
      "target(9,3) Expected: 0 0.000\n",
      "target(9,4) Expected: 0 0.000\n",
      "target(9,5) Expected: 0 0.000\n",
      "target(9,6) Expected: 0 0.000\n",
      "target(9,7) Expected: 0 0.000\n",
      "target(9,8) Expected: 1 1.000\n",
      "target(9,9) Expected: 0 0.000\n",
      "----------------------------\n",
      "target(X_0,X_1)\n",
      "weight is 0.9994778037071228\n",
      "target(X_0,X_1) -> succ(X_1,X_0),succ(X_1,X_0)\n",
      "None\n",
      "----------------------------\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 206 loss is 1.7333180721834651e-06\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 207 loss is 1.6540425349376164e-06\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 208 loss is 1.5807277122803498e-06\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 209 loss is 1.504432589172211e-06\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 210 loss is 1.4382703739101999e-06\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "target(0,0) Expected: 0 0.000\n",
      "target(0,1) Expected: 0 0.000\n",
      "target(0,2) Expected: 0 0.000\n",
      "target(0,3) Expected: 0 0.000\n",
      "target(0,4) Expected: 0 0.000\n",
      "target(0,5) Expected: 0 0.000\n",
      "target(0,6) Expected: 0 0.000\n",
      "target(0,7) Expected: 0 0.000\n",
      "target(0,8) Expected: 0 0.000\n",
      "target(0,9) Expected: 0 0.000\n",
      "target(1,0) Expected: 1 1.000\n",
      "target(1,1) Expected: 0 0.000\n",
      "target(1,2) Expected: 0 0.000\n",
      "target(1,3) Expected: 0 0.000\n",
      "target(1,4) Expected: 0 0.000\n",
      "target(1,5) Expected: 0 0.000\n",
      "target(1,6) Expected: 0 0.000\n",
      "target(1,7) Expected: 0 0.000\n",
      "target(1,8) Expected: 0 0.000\n",
      "target(1,9) Expected: 0 0.000\n",
      "target(2,0) Expected: 0 0.000\n",
      "target(2,1) Expected: 1 1.000\n",
      "target(2,2) Expected: 0 0.000\n",
      "target(2,3) Expected: 0 0.000\n",
      "target(2,4) Expected: 0 0.000\n",
      "target(2,5) Expected: 0 0.000\n",
      "target(2,6) Expected: 0 0.000\n",
      "target(2,7) Expected: 0 0.000\n",
      "target(2,8) Expected: 0 0.000\n",
      "target(2,9) Expected: 0 0.000\n",
      "target(3,0) Expected: 0 0.000\n",
      "target(3,1) Expected: 0 0.000\n",
      "target(3,2) Expected: 1 1.000\n",
      "target(3,3) Expected: 0 0.000\n",
      "target(3,4) Expected: 0 0.000\n",
      "target(3,5) Expected: 0 0.000\n",
      "target(3,6) Expected: 0 0.000\n",
      "target(3,7) Expected: 0 0.000\n",
      "target(3,8) Expected: 0 0.000\n",
      "target(3,9) Expected: 0 0.000\n",
      "target(4,0) Expected: 0 0.000\n",
      "target(4,1) Expected: 0 0.000\n",
      "target(4,2) Expected: 0 0.000\n",
      "target(4,3) Expected: 1 1.000\n",
      "target(4,4) Expected: 0 0.000\n",
      "target(4,5) Expected: 0 0.000\n",
      "target(4,6) Expected: 0 0.000\n",
      "target(4,7) Expected: 0 0.000\n",
      "target(4,8) Expected: 0 0.000\n",
      "target(4,9) Expected: 0 0.000\n",
      "target(5,0) Expected: 0 0.000\n",
      "target(5,1) Expected: 0 0.000\n",
      "target(5,2) Expected: 0 0.000\n",
      "target(5,3) Expected: 0 0.000\n",
      "target(5,4) Expected: 1 1.000\n",
      "target(5,5) Expected: 0 0.000\n",
      "target(5,6) Expected: 0 0.000\n",
      "target(5,7) Expected: 0 0.000\n",
      "target(5,8) Expected: 0 0.000\n",
      "target(5,9) Expected: 0 0.000\n",
      "target(6,0) Expected: 0 0.000\n",
      "target(6,1) Expected: 0 0.000\n",
      "target(6,2) Expected: 0 0.000\n",
      "target(6,3) Expected: 0 0.000\n",
      "target(6,4) Expected: 0 0.000\n",
      "target(6,5) Expected: 1 1.000\n",
      "target(6,6) Expected: 0 0.000\n",
      "target(6,7) Expected: 0 0.000\n",
      "target(6,8) Expected: 0 0.000\n",
      "target(6,9) Expected: 0 0.000\n",
      "target(7,0) Expected: 0 0.000\n",
      "target(7,1) Expected: 0 0.000\n",
      "target(7,2) Expected: 0 0.000\n",
      "target(7,3) Expected: 0 0.000\n",
      "target(7,4) Expected: 0 0.000\n",
      "target(7,5) Expected: 0 0.000\n",
      "target(7,6) Expected: 1 1.000\n",
      "target(7,7) Expected: 0 0.000\n",
      "target(7,8) Expected: 0 0.000\n",
      "target(7,9) Expected: 0 0.000\n",
      "target(8,0) Expected: 0 0.000\n",
      "target(8,1) Expected: 0 0.000\n",
      "target(8,2) Expected: 0 0.000\n",
      "target(8,3) Expected: 0 0.000\n",
      "target(8,4) Expected: 0 0.000\n",
      "target(8,5) Expected: 0 0.000\n",
      "target(8,6) Expected: 0 0.000\n",
      "target(8,7) Expected: 1 1.000\n",
      "target(8,8) Expected: 0 0.000\n",
      "target(8,9) Expected: 0 0.000\n",
      "target(9,0) Expected: 0 0.000\n",
      "target(9,1) Expected: 0 0.000\n",
      "target(9,2) Expected: 0 0.000\n",
      "target(9,3) Expected: 0 0.000\n",
      "target(9,4) Expected: 0 0.000\n",
      "target(9,5) Expected: 0 0.000\n",
      "target(9,6) Expected: 0 0.000\n",
      "target(9,7) Expected: 0 0.000\n",
      "target(9,8) Expected: 1 1.000\n",
      "target(9,9) Expected: 0 0.000\n",
      "----------------------------\n",
      "target(X_0,X_1)\n",
      "weight is 0.9995707869529724\n",
      "target(X_0,X_1) -> succ(X_1,X_0),succ(X_1,X_0)\n",
      "None\n",
      "----------------------------\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 211 loss is 1.3738965662923874e-06\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 212 loss is 1.3071384046270396e-06\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 213 loss is 1.2457448974600993e-06\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 214 loss is 1.1903119911949034e-06\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 215 loss is 1.1414355185479508e-06\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "target(0,0) Expected: 0 0.000\n",
      "target(0,1) Expected: 0 0.000\n",
      "target(0,2) Expected: 0 0.000\n",
      "target(0,3) Expected: 0 0.000\n",
      "target(0,4) Expected: 0 0.000\n",
      "target(0,5) Expected: 0 0.000\n",
      "target(0,6) Expected: 0 0.000\n",
      "target(0,7) Expected: 0 0.000\n",
      "target(0,8) Expected: 0 0.000\n",
      "target(0,9) Expected: 0 0.000\n",
      "target(1,0) Expected: 1 1.000\n",
      "target(1,1) Expected: 0 0.000\n",
      "target(1,2) Expected: 0 0.000\n",
      "target(1,3) Expected: 0 0.000\n",
      "target(1,4) Expected: 0 0.000\n",
      "target(1,5) Expected: 0 0.000\n",
      "target(1,6) Expected: 0 0.000\n",
      "target(1,7) Expected: 0 0.000\n",
      "target(1,8) Expected: 0 0.000\n",
      "target(1,9) Expected: 0 0.000\n",
      "target(2,0) Expected: 0 0.000\n",
      "target(2,1) Expected: 1 1.000\n",
      "target(2,2) Expected: 0 0.000\n",
      "target(2,3) Expected: 0 0.000\n",
      "target(2,4) Expected: 0 0.000\n",
      "target(2,5) Expected: 0 0.000\n",
      "target(2,6) Expected: 0 0.000\n",
      "target(2,7) Expected: 0 0.000\n",
      "target(2,8) Expected: 0 0.000\n",
      "target(2,9) Expected: 0 0.000\n",
      "target(3,0) Expected: 0 0.000\n",
      "target(3,1) Expected: 0 0.000\n",
      "target(3,2) Expected: 1 1.000\n",
      "target(3,3) Expected: 0 0.000\n",
      "target(3,4) Expected: 0 0.000\n",
      "target(3,5) Expected: 0 0.000\n",
      "target(3,6) Expected: 0 0.000\n",
      "target(3,7) Expected: 0 0.000\n",
      "target(3,8) Expected: 0 0.000\n",
      "target(3,9) Expected: 0 0.000\n",
      "target(4,0) Expected: 0 0.000\n",
      "target(4,1) Expected: 0 0.000\n",
      "target(4,2) Expected: 0 0.000\n",
      "target(4,3) Expected: 1 1.000\n",
      "target(4,4) Expected: 0 0.000\n",
      "target(4,5) Expected: 0 0.000\n",
      "target(4,6) Expected: 0 0.000\n",
      "target(4,7) Expected: 0 0.000\n",
      "target(4,8) Expected: 0 0.000\n",
      "target(4,9) Expected: 0 0.000\n",
      "target(5,0) Expected: 0 0.000\n",
      "target(5,1) Expected: 0 0.000\n",
      "target(5,2) Expected: 0 0.000\n",
      "target(5,3) Expected: 0 0.000\n",
      "target(5,4) Expected: 1 1.000\n",
      "target(5,5) Expected: 0 0.000\n",
      "target(5,6) Expected: 0 0.000\n",
      "target(5,7) Expected: 0 0.000\n",
      "target(5,8) Expected: 0 0.000\n",
      "target(5,9) Expected: 0 0.000\n",
      "target(6,0) Expected: 0 0.000\n",
      "target(6,1) Expected: 0 0.000\n",
      "target(6,2) Expected: 0 0.000\n",
      "target(6,3) Expected: 0 0.000\n",
      "target(6,4) Expected: 0 0.000\n",
      "target(6,5) Expected: 1 1.000\n",
      "target(6,6) Expected: 0 0.000\n",
      "target(6,7) Expected: 0 0.000\n",
      "target(6,8) Expected: 0 0.000\n",
      "target(6,9) Expected: 0 0.000\n",
      "target(7,0) Expected: 0 0.000\n",
      "target(7,1) Expected: 0 0.000\n",
      "target(7,2) Expected: 0 0.000\n",
      "target(7,3) Expected: 0 0.000\n",
      "target(7,4) Expected: 0 0.000\n",
      "target(7,5) Expected: 0 0.000\n",
      "target(7,6) Expected: 1 1.000\n",
      "target(7,7) Expected: 0 0.000\n",
      "target(7,8) Expected: 0 0.000\n",
      "target(7,9) Expected: 0 0.000\n",
      "target(8,0) Expected: 0 0.000\n",
      "target(8,1) Expected: 0 0.000\n",
      "target(8,2) Expected: 0 0.000\n",
      "target(8,3) Expected: 0 0.000\n",
      "target(8,4) Expected: 0 0.000\n",
      "target(8,5) Expected: 0 0.000\n",
      "target(8,6) Expected: 0 0.000\n",
      "target(8,7) Expected: 1 1.000\n",
      "target(8,8) Expected: 0 0.000\n",
      "target(8,9) Expected: 0 0.000\n",
      "target(9,0) Expected: 0 0.000\n",
      "target(9,1) Expected: 0 0.000\n",
      "target(9,2) Expected: 0 0.000\n",
      "target(9,3) Expected: 0 0.000\n",
      "target(9,4) Expected: 0 0.000\n",
      "target(9,5) Expected: 0 0.000\n",
      "target(9,6) Expected: 0 0.000\n",
      "target(9,7) Expected: 0 0.000\n",
      "target(9,8) Expected: 1 1.000\n",
      "target(9,9) Expected: 0 0.000\n",
      "----------------------------\n",
      "target(X_0,X_1)\n",
      "weight is 0.9996440410614014\n",
      "target(X_0,X_1) -> succ(X_1,X_0),succ(X_1,X_0)\n",
      "None\n",
      "----------------------------\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 216 loss is 1.0877907925532782e-06\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 217 loss is 1.0412985602670233e-06\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 218 loss is 9.948066690412816e-07\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 219 loss is 9.638117717258865e-07\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 220 loss is 9.197039503305859e-07\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "target(0,0) Expected: 0 0.000\n",
      "target(0,1) Expected: 0 0.000\n",
      "target(0,2) Expected: 0 0.000\n",
      "target(0,3) Expected: 0 0.000\n",
      "target(0,4) Expected: 0 0.000\n",
      "target(0,5) Expected: 0 0.000\n",
      "target(0,6) Expected: 0 0.000\n",
      "target(0,7) Expected: 0 0.000\n",
      "target(0,8) Expected: 0 0.000\n",
      "target(0,9) Expected: 0 0.000\n",
      "target(1,0) Expected: 1 1.000\n",
      "target(1,1) Expected: 0 0.000\n",
      "target(1,2) Expected: 0 0.000\n",
      "target(1,3) Expected: 0 0.000\n",
      "target(1,4) Expected: 0 0.000\n",
      "target(1,5) Expected: 0 0.000\n",
      "target(1,6) Expected: 0 0.000\n",
      "target(1,7) Expected: 0 0.000\n",
      "target(1,8) Expected: 0 0.000\n",
      "target(1,9) Expected: 0 0.000\n",
      "target(2,0) Expected: 0 0.000\n",
      "target(2,1) Expected: 1 1.000\n",
      "target(2,2) Expected: 0 0.000\n",
      "target(2,3) Expected: 0 0.000\n",
      "target(2,4) Expected: 0 0.000\n",
      "target(2,5) Expected: 0 0.000\n",
      "target(2,6) Expected: 0 0.000\n",
      "target(2,7) Expected: 0 0.000\n",
      "target(2,8) Expected: 0 0.000\n",
      "target(2,9) Expected: 0 0.000\n",
      "target(3,0) Expected: 0 0.000\n",
      "target(3,1) Expected: 0 0.000\n",
      "target(3,2) Expected: 1 1.000\n",
      "target(3,3) Expected: 0 0.000\n",
      "target(3,4) Expected: 0 0.000\n",
      "target(3,5) Expected: 0 0.000\n",
      "target(3,6) Expected: 0 0.000\n",
      "target(3,7) Expected: 0 0.000\n",
      "target(3,8) Expected: 0 0.000\n",
      "target(3,9) Expected: 0 0.000\n",
      "target(4,0) Expected: 0 0.000\n",
      "target(4,1) Expected: 0 0.000\n",
      "target(4,2) Expected: 0 0.000\n",
      "target(4,3) Expected: 1 1.000\n",
      "target(4,4) Expected: 0 0.000\n",
      "target(4,5) Expected: 0 0.000\n",
      "target(4,6) Expected: 0 0.000\n",
      "target(4,7) Expected: 0 0.000\n",
      "target(4,8) Expected: 0 0.000\n",
      "target(4,9) Expected: 0 0.000\n",
      "target(5,0) Expected: 0 0.000\n",
      "target(5,1) Expected: 0 0.000\n",
      "target(5,2) Expected: 0 0.000\n",
      "target(5,3) Expected: 0 0.000\n",
      "target(5,4) Expected: 1 1.000\n",
      "target(5,5) Expected: 0 0.000\n",
      "target(5,6) Expected: 0 0.000\n",
      "target(5,7) Expected: 0 0.000\n",
      "target(5,8) Expected: 0 0.000\n",
      "target(5,9) Expected: 0 0.000\n",
      "target(6,0) Expected: 0 0.000\n",
      "target(6,1) Expected: 0 0.000\n",
      "target(6,2) Expected: 0 0.000\n",
      "target(6,3) Expected: 0 0.000\n",
      "target(6,4) Expected: 0 0.000\n",
      "target(6,5) Expected: 1 1.000\n",
      "target(6,6) Expected: 0 0.000\n",
      "target(6,7) Expected: 0 0.000\n",
      "target(6,8) Expected: 0 0.000\n",
      "target(6,9) Expected: 0 0.000\n",
      "target(7,0) Expected: 0 0.000\n",
      "target(7,1) Expected: 0 0.000\n",
      "target(7,2) Expected: 0 0.000\n",
      "target(7,3) Expected: 0 0.000\n",
      "target(7,4) Expected: 0 0.000\n",
      "target(7,5) Expected: 0 0.000\n",
      "target(7,6) Expected: 1 1.000\n",
      "target(7,7) Expected: 0 0.000\n",
      "target(7,8) Expected: 0 0.000\n",
      "target(7,9) Expected: 0 0.000\n",
      "target(8,0) Expected: 0 0.000\n",
      "target(8,1) Expected: 0 0.000\n",
      "target(8,2) Expected: 0 0.000\n",
      "target(8,3) Expected: 0 0.000\n",
      "target(8,4) Expected: 0 0.000\n",
      "target(8,5) Expected: 0 0.000\n",
      "target(8,6) Expected: 0 0.000\n",
      "target(8,7) Expected: 1 1.000\n",
      "target(8,8) Expected: 0 0.000\n",
      "target(8,9) Expected: 0 0.000\n",
      "target(9,0) Expected: 0 0.000\n",
      "target(9,1) Expected: 0 0.000\n",
      "target(9,2) Expected: 0 0.000\n",
      "target(9,3) Expected: 0 0.000\n",
      "target(9,4) Expected: 0 0.000\n",
      "target(9,5) Expected: 0 0.000\n",
      "target(9,6) Expected: 0 0.000\n",
      "target(9,7) Expected: 0 0.000\n",
      "target(9,8) Expected: 1 1.000\n",
      "target(9,9) Expected: 0 0.000\n",
      "----------------------------\n",
      "target(X_0,X_1)\n",
      "weight is 0.999701201915741\n",
      "target(X_0,X_1) -> succ(X_1,X_0),succ(X_1,X_0)\n",
      "None\n",
      "----------------------------\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 221 loss is 8.910934639061452e-07\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 222 loss is 8.493698828715424e-07\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 223 loss is 8.213553428504383e-07\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 224 loss is 7.897646696619631e-07\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 225 loss is 7.593660598104179e-07\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "target(0,0) Expected: 0 0.000\n",
      "target(0,1) Expected: 0 0.000\n",
      "target(0,2) Expected: 0 0.000\n",
      "target(0,3) Expected: 0 0.000\n",
      "target(0,4) Expected: 0 0.000\n",
      "target(0,5) Expected: 0 0.000\n",
      "target(0,6) Expected: 0 0.000\n",
      "target(0,7) Expected: 0 0.000\n",
      "target(0,8) Expected: 0 0.000\n",
      "target(0,9) Expected: 0 0.000\n",
      "target(1,0) Expected: 1 1.000\n",
      "target(1,1) Expected: 0 0.000\n",
      "target(1,2) Expected: 0 0.000\n",
      "target(1,3) Expected: 0 0.000\n",
      "target(1,4) Expected: 0 0.000\n",
      "target(1,5) Expected: 0 0.000\n",
      "target(1,6) Expected: 0 0.000\n",
      "target(1,7) Expected: 0 0.000\n",
      "target(1,8) Expected: 0 0.000\n",
      "target(1,9) Expected: 0 0.000\n",
      "target(2,0) Expected: 0 0.000\n",
      "target(2,1) Expected: 1 1.000\n",
      "target(2,2) Expected: 0 0.000\n",
      "target(2,3) Expected: 0 0.000\n",
      "target(2,4) Expected: 0 0.000\n",
      "target(2,5) Expected: 0 0.000\n",
      "target(2,6) Expected: 0 0.000\n",
      "target(2,7) Expected: 0 0.000\n",
      "target(2,8) Expected: 0 0.000\n",
      "target(2,9) Expected: 0 0.000\n",
      "target(3,0) Expected: 0 0.000\n",
      "target(3,1) Expected: 0 0.000\n",
      "target(3,2) Expected: 1 1.000\n",
      "target(3,3) Expected: 0 0.000\n",
      "target(3,4) Expected: 0 0.000\n",
      "target(3,5) Expected: 0 0.000\n",
      "target(3,6) Expected: 0 0.000\n",
      "target(3,7) Expected: 0 0.000\n",
      "target(3,8) Expected: 0 0.000\n",
      "target(3,9) Expected: 0 0.000\n",
      "target(4,0) Expected: 0 0.000\n",
      "target(4,1) Expected: 0 0.000\n",
      "target(4,2) Expected: 0 0.000\n",
      "target(4,3) Expected: 1 1.000\n",
      "target(4,4) Expected: 0 0.000\n",
      "target(4,5) Expected: 0 0.000\n",
      "target(4,6) Expected: 0 0.000\n",
      "target(4,7) Expected: 0 0.000\n",
      "target(4,8) Expected: 0 0.000\n",
      "target(4,9) Expected: 0 0.000\n",
      "target(5,0) Expected: 0 0.000\n",
      "target(5,1) Expected: 0 0.000\n",
      "target(5,2) Expected: 0 0.000\n",
      "target(5,3) Expected: 0 0.000\n",
      "target(5,4) Expected: 1 1.000\n",
      "target(5,5) Expected: 0 0.000\n",
      "target(5,6) Expected: 0 0.000\n",
      "target(5,7) Expected: 0 0.000\n",
      "target(5,8) Expected: 0 0.000\n",
      "target(5,9) Expected: 0 0.000\n",
      "target(6,0) Expected: 0 0.000\n",
      "target(6,1) Expected: 0 0.000\n",
      "target(6,2) Expected: 0 0.000\n",
      "target(6,3) Expected: 0 0.000\n",
      "target(6,4) Expected: 0 0.000\n",
      "target(6,5) Expected: 1 1.000\n",
      "target(6,6) Expected: 0 0.000\n",
      "target(6,7) Expected: 0 0.000\n",
      "target(6,8) Expected: 0 0.000\n",
      "target(6,9) Expected: 0 0.000\n",
      "target(7,0) Expected: 0 0.000\n",
      "target(7,1) Expected: 0 0.000\n",
      "target(7,2) Expected: 0 0.000\n",
      "target(7,3) Expected: 0 0.000\n",
      "target(7,4) Expected: 0 0.000\n",
      "target(7,5) Expected: 0 0.000\n",
      "target(7,6) Expected: 1 1.000\n",
      "target(7,7) Expected: 0 0.000\n",
      "target(7,8) Expected: 0 0.000\n",
      "target(7,9) Expected: 0 0.000\n",
      "target(8,0) Expected: 0 0.000\n",
      "target(8,1) Expected: 0 0.000\n",
      "target(8,2) Expected: 0 0.000\n",
      "target(8,3) Expected: 0 0.000\n",
      "target(8,4) Expected: 0 0.000\n",
      "target(8,5) Expected: 0 0.000\n",
      "target(8,6) Expected: 0 0.000\n",
      "target(8,7) Expected: 1 1.000\n",
      "target(8,8) Expected: 0 0.000\n",
      "target(8,9) Expected: 0 0.000\n",
      "target(9,0) Expected: 0 0.000\n",
      "target(9,1) Expected: 0 0.000\n",
      "target(9,2) Expected: 0 0.000\n",
      "target(9,3) Expected: 0 0.000\n",
      "target(9,4) Expected: 0 0.000\n",
      "target(9,5) Expected: 0 0.000\n",
      "target(9,6) Expected: 0 0.000\n",
      "target(9,7) Expected: 0 0.000\n",
      "target(9,8) Expected: 1 1.000\n",
      "target(9,9) Expected: 0 0.000\n",
      "----------------------------\n",
      "target(X_0,X_1)\n",
      "weight is 0.9997460246086121\n",
      "target(X_0,X_1) -> succ(X_1,X_0),succ(X_1,X_0)\n",
      "None\n",
      "----------------------------\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 226 loss is 7.343319907704426e-07\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 227 loss is 7.039333809188975e-07\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 228 loss is 6.800913183724333e-07\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 229 loss is 6.56249312669388e-07\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 230 loss is 6.330033670565172e-07\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "target(0,0) Expected: 0 0.000\n",
      "target(0,1) Expected: 0 0.000\n",
      "target(0,2) Expected: 0 0.000\n",
      "target(0,3) Expected: 0 0.000\n",
      "target(0,4) Expected: 0 0.000\n",
      "target(0,5) Expected: 0 0.000\n",
      "target(0,6) Expected: 0 0.000\n",
      "target(0,7) Expected: 0 0.000\n",
      "target(0,8) Expected: 0 0.000\n",
      "target(0,9) Expected: 0 0.000\n",
      "target(1,0) Expected: 1 1.000\n",
      "target(1,1) Expected: 0 0.000\n",
      "target(1,2) Expected: 0 0.000\n",
      "target(1,3) Expected: 0 0.000\n",
      "target(1,4) Expected: 0 0.000\n",
      "target(1,5) Expected: 0 0.000\n",
      "target(1,6) Expected: 0 0.000\n",
      "target(1,7) Expected: 0 0.000\n",
      "target(1,8) Expected: 0 0.000\n",
      "target(1,9) Expected: 0 0.000\n",
      "target(2,0) Expected: 0 0.000\n",
      "target(2,1) Expected: 1 1.000\n",
      "target(2,2) Expected: 0 0.000\n",
      "target(2,3) Expected: 0 0.000\n",
      "target(2,4) Expected: 0 0.000\n",
      "target(2,5) Expected: 0 0.000\n",
      "target(2,6) Expected: 0 0.000\n",
      "target(2,7) Expected: 0 0.000\n",
      "target(2,8) Expected: 0 0.000\n",
      "target(2,9) Expected: 0 0.000\n",
      "target(3,0) Expected: 0 0.000\n",
      "target(3,1) Expected: 0 0.000\n",
      "target(3,2) Expected: 1 1.000\n",
      "target(3,3) Expected: 0 0.000\n",
      "target(3,4) Expected: 0 0.000\n",
      "target(3,5) Expected: 0 0.000\n",
      "target(3,6) Expected: 0 0.000\n",
      "target(3,7) Expected: 0 0.000\n",
      "target(3,8) Expected: 0 0.000\n",
      "target(3,9) Expected: 0 0.000\n",
      "target(4,0) Expected: 0 0.000\n",
      "target(4,1) Expected: 0 0.000\n",
      "target(4,2) Expected: 0 0.000\n",
      "target(4,3) Expected: 1 1.000\n",
      "target(4,4) Expected: 0 0.000\n",
      "target(4,5) Expected: 0 0.000\n",
      "target(4,6) Expected: 0 0.000\n",
      "target(4,7) Expected: 0 0.000\n",
      "target(4,8) Expected: 0 0.000\n",
      "target(4,9) Expected: 0 0.000\n",
      "target(5,0) Expected: 0 0.000\n",
      "target(5,1) Expected: 0 0.000\n",
      "target(5,2) Expected: 0 0.000\n",
      "target(5,3) Expected: 0 0.000\n",
      "target(5,4) Expected: 1 1.000\n",
      "target(5,5) Expected: 0 0.000\n",
      "target(5,6) Expected: 0 0.000\n",
      "target(5,7) Expected: 0 0.000\n",
      "target(5,8) Expected: 0 0.000\n",
      "target(5,9) Expected: 0 0.000\n",
      "target(6,0) Expected: 0 0.000\n",
      "target(6,1) Expected: 0 0.000\n",
      "target(6,2) Expected: 0 0.000\n",
      "target(6,3) Expected: 0 0.000\n",
      "target(6,4) Expected: 0 0.000\n",
      "target(6,5) Expected: 1 1.000\n",
      "target(6,6) Expected: 0 0.000\n",
      "target(6,7) Expected: 0 0.000\n",
      "target(6,8) Expected: 0 0.000\n",
      "target(6,9) Expected: 0 0.000\n",
      "target(7,0) Expected: 0 0.000\n",
      "target(7,1) Expected: 0 0.000\n",
      "target(7,2) Expected: 0 0.000\n",
      "target(7,3) Expected: 0 0.000\n",
      "target(7,4) Expected: 0 0.000\n",
      "target(7,5) Expected: 0 0.000\n",
      "target(7,6) Expected: 1 1.000\n",
      "target(7,7) Expected: 0 0.000\n",
      "target(7,8) Expected: 0 0.000\n",
      "target(7,9) Expected: 0 0.000\n",
      "target(8,0) Expected: 0 0.000\n",
      "target(8,1) Expected: 0 0.000\n",
      "target(8,2) Expected: 0 0.000\n",
      "target(8,3) Expected: 0 0.000\n",
      "target(8,4) Expected: 0 0.000\n",
      "target(8,5) Expected: 0 0.000\n",
      "target(8,6) Expected: 0 0.000\n",
      "target(8,7) Expected: 1 1.000\n",
      "target(8,8) Expected: 0 0.000\n",
      "target(8,9) Expected: 0 0.000\n",
      "target(9,0) Expected: 0 0.000\n",
      "target(9,1) Expected: 0 0.000\n",
      "target(9,2) Expected: 0 0.000\n",
      "target(9,3) Expected: 0 0.000\n",
      "target(9,4) Expected: 0 0.000\n",
      "target(9,5) Expected: 0 0.000\n",
      "target(9,6) Expected: 0 0.000\n",
      "target(9,7) Expected: 0 0.000\n",
      "target(9,8) Expected: 1 1.000\n",
      "target(9,9) Expected: 0 0.000\n",
      "----------------------------\n",
      "target(X_0,X_1)\n",
      "weight is 0.9997808337211609\n",
      "target(X_0,X_1) -> succ(X_1,X_0),succ(X_1,X_0)\n",
      "None\n",
      "----------------------------\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 231 loss is 6.10949598467414e-07\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 232 loss is 5.877035960111243e-07\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 233 loss is 5.763785679846478e-07\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 234 loss is 5.638615334646602e-07\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 235 loss is 5.424037681223126e-07\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "target(0,0) Expected: 0 0.000\n",
      "target(0,1) Expected: 0 0.000\n",
      "target(0,2) Expected: 0 0.000\n",
      "target(0,3) Expected: 0 0.000\n",
      "target(0,4) Expected: 0 0.000\n",
      "target(0,5) Expected: 0 0.000\n",
      "target(0,6) Expected: 0 0.000\n",
      "target(0,7) Expected: 0 0.000\n",
      "target(0,8) Expected: 0 0.000\n",
      "target(0,9) Expected: 0 0.000\n",
      "target(1,0) Expected: 1 1.000\n",
      "target(1,1) Expected: 0 0.000\n",
      "target(1,2) Expected: 0 0.000\n",
      "target(1,3) Expected: 0 0.000\n",
      "target(1,4) Expected: 0 0.000\n",
      "target(1,5) Expected: 0 0.000\n",
      "target(1,6) Expected: 0 0.000\n",
      "target(1,7) Expected: 0 0.000\n",
      "target(1,8) Expected: 0 0.000\n",
      "target(1,9) Expected: 0 0.000\n",
      "target(2,0) Expected: 0 0.000\n",
      "target(2,1) Expected: 1 1.000\n",
      "target(2,2) Expected: 0 0.000\n",
      "target(2,3) Expected: 0 0.000\n",
      "target(2,4) Expected: 0 0.000\n",
      "target(2,5) Expected: 0 0.000\n",
      "target(2,6) Expected: 0 0.000\n",
      "target(2,7) Expected: 0 0.000\n",
      "target(2,8) Expected: 0 0.000\n",
      "target(2,9) Expected: 0 0.000\n",
      "target(3,0) Expected: 0 0.000\n",
      "target(3,1) Expected: 0 0.000\n",
      "target(3,2) Expected: 1 1.000\n",
      "target(3,3) Expected: 0 0.000\n",
      "target(3,4) Expected: 0 0.000\n",
      "target(3,5) Expected: 0 0.000\n",
      "target(3,6) Expected: 0 0.000\n",
      "target(3,7) Expected: 0 0.000\n",
      "target(3,8) Expected: 0 0.000\n",
      "target(3,9) Expected: 0 0.000\n",
      "target(4,0) Expected: 0 0.000\n",
      "target(4,1) Expected: 0 0.000\n",
      "target(4,2) Expected: 0 0.000\n",
      "target(4,3) Expected: 1 1.000\n",
      "target(4,4) Expected: 0 0.000\n",
      "target(4,5) Expected: 0 0.000\n",
      "target(4,6) Expected: 0 0.000\n",
      "target(4,7) Expected: 0 0.000\n",
      "target(4,8) Expected: 0 0.000\n",
      "target(4,9) Expected: 0 0.000\n",
      "target(5,0) Expected: 0 0.000\n",
      "target(5,1) Expected: 0 0.000\n",
      "target(5,2) Expected: 0 0.000\n",
      "target(5,3) Expected: 0 0.000\n",
      "target(5,4) Expected: 1 1.000\n",
      "target(5,5) Expected: 0 0.000\n",
      "target(5,6) Expected: 0 0.000\n",
      "target(5,7) Expected: 0 0.000\n",
      "target(5,8) Expected: 0 0.000\n",
      "target(5,9) Expected: 0 0.000\n",
      "target(6,0) Expected: 0 0.000\n",
      "target(6,1) Expected: 0 0.000\n",
      "target(6,2) Expected: 0 0.000\n",
      "target(6,3) Expected: 0 0.000\n",
      "target(6,4) Expected: 0 0.000\n",
      "target(6,5) Expected: 1 1.000\n",
      "target(6,6) Expected: 0 0.000\n",
      "target(6,7) Expected: 0 0.000\n",
      "target(6,8) Expected: 0 0.000\n",
      "target(6,9) Expected: 0 0.000\n",
      "target(7,0) Expected: 0 0.000\n",
      "target(7,1) Expected: 0 0.000\n",
      "target(7,2) Expected: 0 0.000\n",
      "target(7,3) Expected: 0 0.000\n",
      "target(7,4) Expected: 0 0.000\n",
      "target(7,5) Expected: 0 0.000\n",
      "target(7,6) Expected: 1 1.000\n",
      "target(7,7) Expected: 0 0.000\n",
      "target(7,8) Expected: 0 0.000\n",
      "target(7,9) Expected: 0 0.000\n",
      "target(8,0) Expected: 0 0.000\n",
      "target(8,1) Expected: 0 0.000\n",
      "target(8,2) Expected: 0 0.000\n",
      "target(8,3) Expected: 0 0.000\n",
      "target(8,4) Expected: 0 0.000\n",
      "target(8,5) Expected: 0 0.000\n",
      "target(8,6) Expected: 0 0.000\n",
      "target(8,7) Expected: 1 1.000\n",
      "target(8,8) Expected: 0 0.000\n",
      "target(8,9) Expected: 0 0.000\n",
      "target(9,0) Expected: 0 0.000\n",
      "target(9,1) Expected: 0 0.000\n",
      "target(9,2) Expected: 0 0.000\n",
      "target(9,3) Expected: 0 0.000\n",
      "target(9,4) Expected: 0 0.000\n",
      "target(9,5) Expected: 0 0.000\n",
      "target(9,6) Expected: 0 0.000\n",
      "target(9,7) Expected: 0 0.000\n",
      "target(9,8) Expected: 1 1.000\n",
      "target(9,9) Expected: 0 0.000\n",
      "----------------------------\n",
      "target(X_0,X_1)\n",
      "weight is 0.9998078942298889\n",
      "target(X_0,X_1) -> succ(X_1,X_0),succ(X_1,X_0)\n",
      "None\n",
      "----------------------------\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 236 loss is 5.215421197135583e-07\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 237 loss is 5.108130949338374e-07\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 238 loss is 4.953158736498153e-07\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 239 loss is 4.899513896816643e-07\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 240 loss is 4.655134375752823e-07\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "target(0,0) Expected: 0 0.000\n",
      "target(0,1) Expected: 0 0.000\n",
      "target(0,2) Expected: 0 0.000\n",
      "target(0,3) Expected: 0 0.000\n",
      "target(0,4) Expected: 0 0.000\n",
      "target(0,5) Expected: 0 0.000\n",
      "target(0,6) Expected: 0 0.000\n",
      "target(0,7) Expected: 0 0.000\n",
      "target(0,8) Expected: 0 0.000\n",
      "target(0,9) Expected: 0 0.000\n",
      "target(1,0) Expected: 1 1.000\n",
      "target(1,1) Expected: 0 0.000\n",
      "target(1,2) Expected: 0 0.000\n",
      "target(1,3) Expected: 0 0.000\n",
      "target(1,4) Expected: 0 0.000\n",
      "target(1,5) Expected: 0 0.000\n",
      "target(1,6) Expected: 0 0.000\n",
      "target(1,7) Expected: 0 0.000\n",
      "target(1,8) Expected: 0 0.000\n",
      "target(1,9) Expected: 0 0.000\n",
      "target(2,0) Expected: 0 0.000\n",
      "target(2,1) Expected: 1 1.000\n",
      "target(2,2) Expected: 0 0.000\n",
      "target(2,3) Expected: 0 0.000\n",
      "target(2,4) Expected: 0 0.000\n",
      "target(2,5) Expected: 0 0.000\n",
      "target(2,6) Expected: 0 0.000\n",
      "target(2,7) Expected: 0 0.000\n",
      "target(2,8) Expected: 0 0.000\n",
      "target(2,9) Expected: 0 0.000\n",
      "target(3,0) Expected: 0 0.000\n",
      "target(3,1) Expected: 0 0.000\n",
      "target(3,2) Expected: 1 1.000\n",
      "target(3,3) Expected: 0 0.000\n",
      "target(3,4) Expected: 0 0.000\n",
      "target(3,5) Expected: 0 0.000\n",
      "target(3,6) Expected: 0 0.000\n",
      "target(3,7) Expected: 0 0.000\n",
      "target(3,8) Expected: 0 0.000\n",
      "target(3,9) Expected: 0 0.000\n",
      "target(4,0) Expected: 0 0.000\n",
      "target(4,1) Expected: 0 0.000\n",
      "target(4,2) Expected: 0 0.000\n",
      "target(4,3) Expected: 1 1.000\n",
      "target(4,4) Expected: 0 0.000\n",
      "target(4,5) Expected: 0 0.000\n",
      "target(4,6) Expected: 0 0.000\n",
      "target(4,7) Expected: 0 0.000\n",
      "target(4,8) Expected: 0 0.000\n",
      "target(4,9) Expected: 0 0.000\n",
      "target(5,0) Expected: 0 0.000\n",
      "target(5,1) Expected: 0 0.000\n",
      "target(5,2) Expected: 0 0.000\n",
      "target(5,3) Expected: 0 0.000\n",
      "target(5,4) Expected: 1 1.000\n",
      "target(5,5) Expected: 0 0.000\n",
      "target(5,6) Expected: 0 0.000\n",
      "target(5,7) Expected: 0 0.000\n",
      "target(5,8) Expected: 0 0.000\n",
      "target(5,9) Expected: 0 0.000\n",
      "target(6,0) Expected: 0 0.000\n",
      "target(6,1) Expected: 0 0.000\n",
      "target(6,2) Expected: 0 0.000\n",
      "target(6,3) Expected: 0 0.000\n",
      "target(6,4) Expected: 0 0.000\n",
      "target(6,5) Expected: 1 1.000\n",
      "target(6,6) Expected: 0 0.000\n",
      "target(6,7) Expected: 0 0.000\n",
      "target(6,8) Expected: 0 0.000\n",
      "target(6,9) Expected: 0 0.000\n",
      "target(7,0) Expected: 0 0.000\n",
      "target(7,1) Expected: 0 0.000\n",
      "target(7,2) Expected: 0 0.000\n",
      "target(7,3) Expected: 0 0.000\n",
      "target(7,4) Expected: 0 0.000\n",
      "target(7,5) Expected: 0 0.000\n",
      "target(7,6) Expected: 1 1.000\n",
      "target(7,7) Expected: 0 0.000\n",
      "target(7,8) Expected: 0 0.000\n",
      "target(7,9) Expected: 0 0.000\n",
      "target(8,0) Expected: 0 0.000\n",
      "target(8,1) Expected: 0 0.000\n",
      "target(8,2) Expected: 0 0.000\n",
      "target(8,3) Expected: 0 0.000\n",
      "target(8,4) Expected: 0 0.000\n",
      "target(8,5) Expected: 0 0.000\n",
      "target(8,6) Expected: 0 0.000\n",
      "target(8,7) Expected: 1 1.000\n",
      "target(8,8) Expected: 0 0.000\n",
      "target(8,9) Expected: 0 0.000\n",
      "target(9,0) Expected: 0 0.000\n",
      "target(9,1) Expected: 0 0.000\n",
      "target(9,2) Expected: 0 0.000\n",
      "target(9,3) Expected: 0 0.000\n",
      "target(9,4) Expected: 0 0.000\n",
      "target(9,5) Expected: 0 0.000\n",
      "target(9,6) Expected: 0 0.000\n",
      "target(9,7) Expected: 0 0.000\n",
      "target(9,8) Expected: 1 1.000\n",
      "target(9,9) Expected: 0 0.000\n",
      "----------------------------\n",
      "target(X_0,X_1)\n",
      "weight is 0.9998294115066528\n",
      "target(X_0,X_1) -> succ(X_1,X_0),succ(X_1,X_0)\n",
      "None\n",
      "----------------------------\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 241 loss is 4.559766182410385e-07\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 242 loss is 4.41671431872237e-07\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 243 loss is 4.321346978031215e-07\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 244 loss is 4.184255146810756e-07\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 245 loss is 4.136571192248084e-07\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "target(0,0) Expected: 0 0.000\n",
      "target(0,1) Expected: 0 0.000\n",
      "target(0,2) Expected: 0 0.000\n",
      "target(0,3) Expected: 0 0.000\n",
      "target(0,4) Expected: 0 0.000\n",
      "target(0,5) Expected: 0 0.000\n",
      "target(0,6) Expected: 0 0.000\n",
      "target(0,7) Expected: 0 0.000\n",
      "target(0,8) Expected: 0 0.000\n",
      "target(0,9) Expected: 0 0.000\n",
      "target(1,0) Expected: 1 1.000\n",
      "target(1,1) Expected: 0 0.000\n",
      "target(1,2) Expected: 0 0.000\n",
      "target(1,3) Expected: 0 0.000\n",
      "target(1,4) Expected: 0 0.000\n",
      "target(1,5) Expected: 0 0.000\n",
      "target(1,6) Expected: 0 0.000\n",
      "target(1,7) Expected: 0 0.000\n",
      "target(1,8) Expected: 0 0.000\n",
      "target(1,9) Expected: 0 0.000\n",
      "target(2,0) Expected: 0 0.000\n",
      "target(2,1) Expected: 1 1.000\n",
      "target(2,2) Expected: 0 0.000\n",
      "target(2,3) Expected: 0 0.000\n",
      "target(2,4) Expected: 0 0.000\n",
      "target(2,5) Expected: 0 0.000\n",
      "target(2,6) Expected: 0 0.000\n",
      "target(2,7) Expected: 0 0.000\n",
      "target(2,8) Expected: 0 0.000\n",
      "target(2,9) Expected: 0 0.000\n",
      "target(3,0) Expected: 0 0.000\n",
      "target(3,1) Expected: 0 0.000\n",
      "target(3,2) Expected: 1 1.000\n",
      "target(3,3) Expected: 0 0.000\n",
      "target(3,4) Expected: 0 0.000\n",
      "target(3,5) Expected: 0 0.000\n",
      "target(3,6) Expected: 0 0.000\n",
      "target(3,7) Expected: 0 0.000\n",
      "target(3,8) Expected: 0 0.000\n",
      "target(3,9) Expected: 0 0.000\n",
      "target(4,0) Expected: 0 0.000\n",
      "target(4,1) Expected: 0 0.000\n",
      "target(4,2) Expected: 0 0.000\n",
      "target(4,3) Expected: 1 1.000\n",
      "target(4,4) Expected: 0 0.000\n",
      "target(4,5) Expected: 0 0.000\n",
      "target(4,6) Expected: 0 0.000\n",
      "target(4,7) Expected: 0 0.000\n",
      "target(4,8) Expected: 0 0.000\n",
      "target(4,9) Expected: 0 0.000\n",
      "target(5,0) Expected: 0 0.000\n",
      "target(5,1) Expected: 0 0.000\n",
      "target(5,2) Expected: 0 0.000\n",
      "target(5,3) Expected: 0 0.000\n",
      "target(5,4) Expected: 1 1.000\n",
      "target(5,5) Expected: 0 0.000\n",
      "target(5,6) Expected: 0 0.000\n",
      "target(5,7) Expected: 0 0.000\n",
      "target(5,8) Expected: 0 0.000\n",
      "target(5,9) Expected: 0 0.000\n",
      "target(6,0) Expected: 0 0.000\n",
      "target(6,1) Expected: 0 0.000\n",
      "target(6,2) Expected: 0 0.000\n",
      "target(6,3) Expected: 0 0.000\n",
      "target(6,4) Expected: 0 0.000\n",
      "target(6,5) Expected: 1 1.000\n",
      "target(6,6) Expected: 0 0.000\n",
      "target(6,7) Expected: 0 0.000\n",
      "target(6,8) Expected: 0 0.000\n",
      "target(6,9) Expected: 0 0.000\n",
      "target(7,0) Expected: 0 0.000\n",
      "target(7,1) Expected: 0 0.000\n",
      "target(7,2) Expected: 0 0.000\n",
      "target(7,3) Expected: 0 0.000\n",
      "target(7,4) Expected: 0 0.000\n",
      "target(7,5) Expected: 0 0.000\n",
      "target(7,6) Expected: 1 1.000\n",
      "target(7,7) Expected: 0 0.000\n",
      "target(7,8) Expected: 0 0.000\n",
      "target(7,9) Expected: 0 0.000\n",
      "target(8,0) Expected: 0 0.000\n",
      "target(8,1) Expected: 0 0.000\n",
      "target(8,2) Expected: 0 0.000\n",
      "target(8,3) Expected: 0 0.000\n",
      "target(8,4) Expected: 0 0.000\n",
      "target(8,5) Expected: 0 0.000\n",
      "target(8,6) Expected: 0 0.000\n",
      "target(8,7) Expected: 1 1.000\n",
      "target(8,8) Expected: 0 0.000\n",
      "target(8,9) Expected: 0 0.000\n",
      "target(9,0) Expected: 0 0.000\n",
      "target(9,1) Expected: 0 0.000\n",
      "target(9,2) Expected: 0 0.000\n",
      "target(9,3) Expected: 0 0.000\n",
      "target(9,4) Expected: 0 0.000\n",
      "target(9,5) Expected: 0 0.000\n",
      "target(9,6) Expected: 0 0.000\n",
      "target(9,7) Expected: 0 0.000\n",
      "target(9,8) Expected: 1 1.000\n",
      "target(9,9) Expected: 0 0.000\n",
      "----------------------------\n",
      "target(X_0,X_1)\n",
      "weight is 0.9998464584350586\n",
      "target(X_0,X_1) -> succ(X_1,X_0),succ(X_1,X_0)\n",
      "None\n",
      "----------------------------\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 246 loss is 4.0054405303635576e-07\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 247 loss is 3.9219935388246085e-07\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 248 loss is 3.838546831502754e-07\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 249 loss is 3.701455852933577e-07\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 250 loss is 3.67165313264195e-07\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "target(0,0) Expected: 0 0.000\n",
      "target(0,1) Expected: 0 0.000\n",
      "target(0,2) Expected: 0 0.000\n",
      "target(0,3) Expected: 0 0.000\n",
      "target(0,4) Expected: 0 0.000\n",
      "target(0,5) Expected: 0 0.000\n",
      "target(0,6) Expected: 0 0.000\n",
      "target(0,7) Expected: 0 0.000\n",
      "target(0,8) Expected: 0 0.000\n",
      "target(0,9) Expected: 0 0.000\n",
      "target(1,0) Expected: 1 1.000\n",
      "target(1,1) Expected: 0 0.000\n",
      "target(1,2) Expected: 0 0.000\n",
      "target(1,3) Expected: 0 0.000\n",
      "target(1,4) Expected: 0 0.000\n",
      "target(1,5) Expected: 0 0.000\n",
      "target(1,6) Expected: 0 0.000\n",
      "target(1,7) Expected: 0 0.000\n",
      "target(1,8) Expected: 0 0.000\n",
      "target(1,9) Expected: 0 0.000\n",
      "target(2,0) Expected: 0 0.000\n",
      "target(2,1) Expected: 1 1.000\n",
      "target(2,2) Expected: 0 0.000\n",
      "target(2,3) Expected: 0 0.000\n",
      "target(2,4) Expected: 0 0.000\n",
      "target(2,5) Expected: 0 0.000\n",
      "target(2,6) Expected: 0 0.000\n",
      "target(2,7) Expected: 0 0.000\n",
      "target(2,8) Expected: 0 0.000\n",
      "target(2,9) Expected: 0 0.000\n",
      "target(3,0) Expected: 0 0.000\n",
      "target(3,1) Expected: 0 0.000\n",
      "target(3,2) Expected: 1 1.000\n",
      "target(3,3) Expected: 0 0.000\n",
      "target(3,4) Expected: 0 0.000\n",
      "target(3,5) Expected: 0 0.000\n",
      "target(3,6) Expected: 0 0.000\n",
      "target(3,7) Expected: 0 0.000\n",
      "target(3,8) Expected: 0 0.000\n",
      "target(3,9) Expected: 0 0.000\n",
      "target(4,0) Expected: 0 0.000\n",
      "target(4,1) Expected: 0 0.000\n",
      "target(4,2) Expected: 0 0.000\n",
      "target(4,3) Expected: 1 1.000\n",
      "target(4,4) Expected: 0 0.000\n",
      "target(4,5) Expected: 0 0.000\n",
      "target(4,6) Expected: 0 0.000\n",
      "target(4,7) Expected: 0 0.000\n",
      "target(4,8) Expected: 0 0.000\n",
      "target(4,9) Expected: 0 0.000\n",
      "target(5,0) Expected: 0 0.000\n",
      "target(5,1) Expected: 0 0.000\n",
      "target(5,2) Expected: 0 0.000\n",
      "target(5,3) Expected: 0 0.000\n",
      "target(5,4) Expected: 1 1.000\n",
      "target(5,5) Expected: 0 0.000\n",
      "target(5,6) Expected: 0 0.000\n",
      "target(5,7) Expected: 0 0.000\n",
      "target(5,8) Expected: 0 0.000\n",
      "target(5,9) Expected: 0 0.000\n",
      "target(6,0) Expected: 0 0.000\n",
      "target(6,1) Expected: 0 0.000\n",
      "target(6,2) Expected: 0 0.000\n",
      "target(6,3) Expected: 0 0.000\n",
      "target(6,4) Expected: 0 0.000\n",
      "target(6,5) Expected: 1 1.000\n",
      "target(6,6) Expected: 0 0.000\n",
      "target(6,7) Expected: 0 0.000\n",
      "target(6,8) Expected: 0 0.000\n",
      "target(6,9) Expected: 0 0.000\n",
      "target(7,0) Expected: 0 0.000\n",
      "target(7,1) Expected: 0 0.000\n",
      "target(7,2) Expected: 0 0.000\n",
      "target(7,3) Expected: 0 0.000\n",
      "target(7,4) Expected: 0 0.000\n",
      "target(7,5) Expected: 0 0.000\n",
      "target(7,6) Expected: 1 1.000\n",
      "target(7,7) Expected: 0 0.000\n",
      "target(7,8) Expected: 0 0.000\n",
      "target(7,9) Expected: 0 0.000\n",
      "target(8,0) Expected: 0 0.000\n",
      "target(8,1) Expected: 0 0.000\n",
      "target(8,2) Expected: 0 0.000\n",
      "target(8,3) Expected: 0 0.000\n",
      "target(8,4) Expected: 0 0.000\n",
      "target(8,5) Expected: 0 0.000\n",
      "target(8,6) Expected: 0 0.000\n",
      "target(8,7) Expected: 1 1.000\n",
      "target(8,8) Expected: 0 0.000\n",
      "target(8,9) Expected: 0 0.000\n",
      "target(9,0) Expected: 0 0.000\n",
      "target(9,1) Expected: 0 0.000\n",
      "target(9,2) Expected: 0 0.000\n",
      "target(9,3) Expected: 0 0.000\n",
      "target(9,4) Expected: 0 0.000\n",
      "target(9,5) Expected: 0 0.000\n",
      "target(9,6) Expected: 0 0.000\n",
      "target(9,7) Expected: 0 0.000\n",
      "target(9,8) Expected: 1 1.000\n",
      "target(9,9) Expected: 0 0.000\n",
      "----------------------------\n",
      "target(X_0,X_1)\n",
      "weight is 0.9998605251312256\n",
      "target(X_0,X_1) -> succ(X_1,X_0),succ(X_1,X_0)\n",
      "None\n",
      "----------------------------\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 251 loss is 3.594166742004745e-07\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 252 loss is 3.5166806355846347e-07\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 253 loss is 3.4391939607303357e-07\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 254 loss is 3.361707854310225e-07\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 255 loss is 3.2842214636730205e-07\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "target(0,0) Expected: 0 0.000\n",
      "target(0,1) Expected: 0 0.000\n",
      "target(0,2) Expected: 0 0.000\n",
      "target(0,3) Expected: 0 0.000\n",
      "target(0,4) Expected: 0 0.000\n",
      "target(0,5) Expected: 0 0.000\n",
      "target(0,6) Expected: 0 0.000\n",
      "target(0,7) Expected: 0 0.000\n",
      "target(0,8) Expected: 0 0.000\n",
      "target(0,9) Expected: 0 0.000\n",
      "target(1,0) Expected: 1 1.000\n",
      "target(1,1) Expected: 0 0.000\n",
      "target(1,2) Expected: 0 0.000\n",
      "target(1,3) Expected: 0 0.000\n",
      "target(1,4) Expected: 0 0.000\n",
      "target(1,5) Expected: 0 0.000\n",
      "target(1,6) Expected: 0 0.000\n",
      "target(1,7) Expected: 0 0.000\n",
      "target(1,8) Expected: 0 0.000\n",
      "target(1,9) Expected: 0 0.000\n",
      "target(2,0) Expected: 0 0.000\n",
      "target(2,1) Expected: 1 1.000\n",
      "target(2,2) Expected: 0 0.000\n",
      "target(2,3) Expected: 0 0.000\n",
      "target(2,4) Expected: 0 0.000\n",
      "target(2,5) Expected: 0 0.000\n",
      "target(2,6) Expected: 0 0.000\n",
      "target(2,7) Expected: 0 0.000\n",
      "target(2,8) Expected: 0 0.000\n",
      "target(2,9) Expected: 0 0.000\n",
      "target(3,0) Expected: 0 0.000\n",
      "target(3,1) Expected: 0 0.000\n",
      "target(3,2) Expected: 1 1.000\n",
      "target(3,3) Expected: 0 0.000\n",
      "target(3,4) Expected: 0 0.000\n",
      "target(3,5) Expected: 0 0.000\n",
      "target(3,6) Expected: 0 0.000\n",
      "target(3,7) Expected: 0 0.000\n",
      "target(3,8) Expected: 0 0.000\n",
      "target(3,9) Expected: 0 0.000\n",
      "target(4,0) Expected: 0 0.000\n",
      "target(4,1) Expected: 0 0.000\n",
      "target(4,2) Expected: 0 0.000\n",
      "target(4,3) Expected: 1 1.000\n",
      "target(4,4) Expected: 0 0.000\n",
      "target(4,5) Expected: 0 0.000\n",
      "target(4,6) Expected: 0 0.000\n",
      "target(4,7) Expected: 0 0.000\n",
      "target(4,8) Expected: 0 0.000\n",
      "target(4,9) Expected: 0 0.000\n",
      "target(5,0) Expected: 0 0.000\n",
      "target(5,1) Expected: 0 0.000\n",
      "target(5,2) Expected: 0 0.000\n",
      "target(5,3) Expected: 0 0.000\n",
      "target(5,4) Expected: 1 1.000\n",
      "target(5,5) Expected: 0 0.000\n",
      "target(5,6) Expected: 0 0.000\n",
      "target(5,7) Expected: 0 0.000\n",
      "target(5,8) Expected: 0 0.000\n",
      "target(5,9) Expected: 0 0.000\n",
      "target(6,0) Expected: 0 0.000\n",
      "target(6,1) Expected: 0 0.000\n",
      "target(6,2) Expected: 0 0.000\n",
      "target(6,3) Expected: 0 0.000\n",
      "target(6,4) Expected: 0 0.000\n",
      "target(6,5) Expected: 1 1.000\n",
      "target(6,6) Expected: 0 0.000\n",
      "target(6,7) Expected: 0 0.000\n",
      "target(6,8) Expected: 0 0.000\n",
      "target(6,9) Expected: 0 0.000\n",
      "target(7,0) Expected: 0 0.000\n",
      "target(7,1) Expected: 0 0.000\n",
      "target(7,2) Expected: 0 0.000\n",
      "target(7,3) Expected: 0 0.000\n",
      "target(7,4) Expected: 0 0.000\n",
      "target(7,5) Expected: 0 0.000\n",
      "target(7,6) Expected: 1 1.000\n",
      "target(7,7) Expected: 0 0.000\n",
      "target(7,8) Expected: 0 0.000\n",
      "target(7,9) Expected: 0 0.000\n",
      "target(8,0) Expected: 0 0.000\n",
      "target(8,1) Expected: 0 0.000\n",
      "target(8,2) Expected: 0 0.000\n",
      "target(8,3) Expected: 0 0.000\n",
      "target(8,4) Expected: 0 0.000\n",
      "target(8,5) Expected: 0 0.000\n",
      "target(8,6) Expected: 0 0.000\n",
      "target(8,7) Expected: 1 1.000\n",
      "target(8,8) Expected: 0 0.000\n",
      "target(8,9) Expected: 0 0.000\n",
      "target(9,0) Expected: 0 0.000\n",
      "target(9,1) Expected: 0 0.000\n",
      "target(9,2) Expected: 0 0.000\n",
      "target(9,3) Expected: 0 0.000\n",
      "target(9,4) Expected: 0 0.000\n",
      "target(9,5) Expected: 0 0.000\n",
      "target(9,6) Expected: 0 0.000\n",
      "target(9,7) Expected: 0 0.000\n",
      "target(9,8) Expected: 1 1.000\n",
      "target(9,9) Expected: 0 0.000\n",
      "----------------------------\n",
      "target(X_0,X_1)\n",
      "weight is 0.999872088432312\n",
      "target(X_0,X_1) -> succ(X_1,X_0),succ(X_1,X_0)\n",
      "None\n",
      "----------------------------\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 256 loss is 3.212695389720466e-07\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 257 loss is 3.1411698842020996e-07\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 258 loss is 3.1113674481275666e-07\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 259 loss is 3.045801975076756e-07\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 260 loss is 3.0219601399039675e-07\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "target(0,0) Expected: 0 0.000\n",
      "target(0,1) Expected: 0 0.000\n",
      "target(0,2) Expected: 0 0.000\n",
      "target(0,3) Expected: 0 0.000\n",
      "target(0,4) Expected: 0 0.000\n",
      "target(0,5) Expected: 0 0.000\n",
      "target(0,6) Expected: 0 0.000\n",
      "target(0,7) Expected: 0 0.000\n",
      "target(0,8) Expected: 0 0.000\n",
      "target(0,9) Expected: 0 0.000\n",
      "target(1,0) Expected: 1 1.000\n",
      "target(1,1) Expected: 0 0.000\n",
      "target(1,2) Expected: 0 0.000\n",
      "target(1,3) Expected: 0 0.000\n",
      "target(1,4) Expected: 0 0.000\n",
      "target(1,5) Expected: 0 0.000\n",
      "target(1,6) Expected: 0 0.000\n",
      "target(1,7) Expected: 0 0.000\n",
      "target(1,8) Expected: 0 0.000\n",
      "target(1,9) Expected: 0 0.000\n",
      "target(2,0) Expected: 0 0.000\n",
      "target(2,1) Expected: 1 1.000\n",
      "target(2,2) Expected: 0 0.000\n",
      "target(2,3) Expected: 0 0.000\n",
      "target(2,4) Expected: 0 0.000\n",
      "target(2,5) Expected: 0 0.000\n",
      "target(2,6) Expected: 0 0.000\n",
      "target(2,7) Expected: 0 0.000\n",
      "target(2,8) Expected: 0 0.000\n",
      "target(2,9) Expected: 0 0.000\n",
      "target(3,0) Expected: 0 0.000\n",
      "target(3,1) Expected: 0 0.000\n",
      "target(3,2) Expected: 1 1.000\n",
      "target(3,3) Expected: 0 0.000\n",
      "target(3,4) Expected: 0 0.000\n",
      "target(3,5) Expected: 0 0.000\n",
      "target(3,6) Expected: 0 0.000\n",
      "target(3,7) Expected: 0 0.000\n",
      "target(3,8) Expected: 0 0.000\n",
      "target(3,9) Expected: 0 0.000\n",
      "target(4,0) Expected: 0 0.000\n",
      "target(4,1) Expected: 0 0.000\n",
      "target(4,2) Expected: 0 0.000\n",
      "target(4,3) Expected: 1 1.000\n",
      "target(4,4) Expected: 0 0.000\n",
      "target(4,5) Expected: 0 0.000\n",
      "target(4,6) Expected: 0 0.000\n",
      "target(4,7) Expected: 0 0.000\n",
      "target(4,8) Expected: 0 0.000\n",
      "target(4,9) Expected: 0 0.000\n",
      "target(5,0) Expected: 0 0.000\n",
      "target(5,1) Expected: 0 0.000\n",
      "target(5,2) Expected: 0 0.000\n",
      "target(5,3) Expected: 0 0.000\n",
      "target(5,4) Expected: 1 1.000\n",
      "target(5,5) Expected: 0 0.000\n",
      "target(5,6) Expected: 0 0.000\n",
      "target(5,7) Expected: 0 0.000\n",
      "target(5,8) Expected: 0 0.000\n",
      "target(5,9) Expected: 0 0.000\n",
      "target(6,0) Expected: 0 0.000\n",
      "target(6,1) Expected: 0 0.000\n",
      "target(6,2) Expected: 0 0.000\n",
      "target(6,3) Expected: 0 0.000\n",
      "target(6,4) Expected: 0 0.000\n",
      "target(6,5) Expected: 1 1.000\n",
      "target(6,6) Expected: 0 0.000\n",
      "target(6,7) Expected: 0 0.000\n",
      "target(6,8) Expected: 0 0.000\n",
      "target(6,9) Expected: 0 0.000\n",
      "target(7,0) Expected: 0 0.000\n",
      "target(7,1) Expected: 0 0.000\n",
      "target(7,2) Expected: 0 0.000\n",
      "target(7,3) Expected: 0 0.000\n",
      "target(7,4) Expected: 0 0.000\n",
      "target(7,5) Expected: 0 0.000\n",
      "target(7,6) Expected: 1 1.000\n",
      "target(7,7) Expected: 0 0.000\n",
      "target(7,8) Expected: 0 0.000\n",
      "target(7,9) Expected: 0 0.000\n",
      "target(8,0) Expected: 0 0.000\n",
      "target(8,1) Expected: 0 0.000\n",
      "target(8,2) Expected: 0 0.000\n",
      "target(8,3) Expected: 0 0.000\n",
      "target(8,4) Expected: 0 0.000\n",
      "target(8,5) Expected: 0 0.000\n",
      "target(8,6) Expected: 0 0.000\n",
      "target(8,7) Expected: 1 1.000\n",
      "target(8,8) Expected: 0 0.000\n",
      "target(8,9) Expected: 0 0.000\n",
      "target(9,0) Expected: 0 0.000\n",
      "target(9,1) Expected: 0 0.000\n",
      "target(9,2) Expected: 0 0.000\n",
      "target(9,3) Expected: 0 0.000\n",
      "target(9,4) Expected: 0 0.000\n",
      "target(9,5) Expected: 0 0.000\n",
      "target(9,6) Expected: 0 0.000\n",
      "target(9,7) Expected: 0 0.000\n",
      "target(9,8) Expected: 1 1.000\n",
      "target(9,9) Expected: 0 0.000\n",
      "----------------------------\n",
      "target(X_0,X_1)\n",
      "weight is 0.9998818635940552\n",
      "target(X_0,X_1) -> succ(X_1,X_0),succ(X_1,X_0)\n",
      "None\n",
      "----------------------------\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 261 loss is 2.950434350168507e-07\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 262 loss is 2.878908844650141e-07\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 263 loss is 2.861027041944908e-07\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 264 loss is 2.795461853111192e-07\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 265 loss is 2.771619733721309e-07\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "target(0,0) Expected: 0 0.000\n",
      "target(0,1) Expected: 0 0.000\n",
      "target(0,2) Expected: 0 0.000\n",
      "target(0,3) Expected: 0 0.000\n",
      "target(0,4) Expected: 0 0.000\n",
      "target(0,5) Expected: 0 0.000\n",
      "target(0,6) Expected: 0 0.000\n",
      "target(0,7) Expected: 0 0.000\n",
      "target(0,8) Expected: 0 0.000\n",
      "target(0,9) Expected: 0 0.000\n",
      "target(1,0) Expected: 1 1.000\n",
      "target(1,1) Expected: 0 0.000\n",
      "target(1,2) Expected: 0 0.000\n",
      "target(1,3) Expected: 0 0.000\n",
      "target(1,4) Expected: 0 0.000\n",
      "target(1,5) Expected: 0 0.000\n",
      "target(1,6) Expected: 0 0.000\n",
      "target(1,7) Expected: 0 0.000\n",
      "target(1,8) Expected: 0 0.000\n",
      "target(1,9) Expected: 0 0.000\n",
      "target(2,0) Expected: 0 0.000\n",
      "target(2,1) Expected: 1 1.000\n",
      "target(2,2) Expected: 0 0.000\n",
      "target(2,3) Expected: 0 0.000\n",
      "target(2,4) Expected: 0 0.000\n",
      "target(2,5) Expected: 0 0.000\n",
      "target(2,6) Expected: 0 0.000\n",
      "target(2,7) Expected: 0 0.000\n",
      "target(2,8) Expected: 0 0.000\n",
      "target(2,9) Expected: 0 0.000\n",
      "target(3,0) Expected: 0 0.000\n",
      "target(3,1) Expected: 0 0.000\n",
      "target(3,2) Expected: 1 1.000\n",
      "target(3,3) Expected: 0 0.000\n",
      "target(3,4) Expected: 0 0.000\n",
      "target(3,5) Expected: 0 0.000\n",
      "target(3,6) Expected: 0 0.000\n",
      "target(3,7) Expected: 0 0.000\n",
      "target(3,8) Expected: 0 0.000\n",
      "target(3,9) Expected: 0 0.000\n",
      "target(4,0) Expected: 0 0.000\n",
      "target(4,1) Expected: 0 0.000\n",
      "target(4,2) Expected: 0 0.000\n",
      "target(4,3) Expected: 1 1.000\n",
      "target(4,4) Expected: 0 0.000\n",
      "target(4,5) Expected: 0 0.000\n",
      "target(4,6) Expected: 0 0.000\n",
      "target(4,7) Expected: 0 0.000\n",
      "target(4,8) Expected: 0 0.000\n",
      "target(4,9) Expected: 0 0.000\n",
      "target(5,0) Expected: 0 0.000\n",
      "target(5,1) Expected: 0 0.000\n",
      "target(5,2) Expected: 0 0.000\n",
      "target(5,3) Expected: 0 0.000\n",
      "target(5,4) Expected: 1 1.000\n",
      "target(5,5) Expected: 0 0.000\n",
      "target(5,6) Expected: 0 0.000\n",
      "target(5,7) Expected: 0 0.000\n",
      "target(5,8) Expected: 0 0.000\n",
      "target(5,9) Expected: 0 0.000\n",
      "target(6,0) Expected: 0 0.000\n",
      "target(6,1) Expected: 0 0.000\n",
      "target(6,2) Expected: 0 0.000\n",
      "target(6,3) Expected: 0 0.000\n",
      "target(6,4) Expected: 0 0.000\n",
      "target(6,5) Expected: 1 1.000\n",
      "target(6,6) Expected: 0 0.000\n",
      "target(6,7) Expected: 0 0.000\n",
      "target(6,8) Expected: 0 0.000\n",
      "target(6,9) Expected: 0 0.000\n",
      "target(7,0) Expected: 0 0.000\n",
      "target(7,1) Expected: 0 0.000\n",
      "target(7,2) Expected: 0 0.000\n",
      "target(7,3) Expected: 0 0.000\n",
      "target(7,4) Expected: 0 0.000\n",
      "target(7,5) Expected: 0 0.000\n",
      "target(7,6) Expected: 1 1.000\n",
      "target(7,7) Expected: 0 0.000\n",
      "target(7,8) Expected: 0 0.000\n",
      "target(7,9) Expected: 0 0.000\n",
      "target(8,0) Expected: 0 0.000\n",
      "target(8,1) Expected: 0 0.000\n",
      "target(8,2) Expected: 0 0.000\n",
      "target(8,3) Expected: 0 0.000\n",
      "target(8,4) Expected: 0 0.000\n",
      "target(8,5) Expected: 0 0.000\n",
      "target(8,6) Expected: 0 0.000\n",
      "target(8,7) Expected: 1 1.000\n",
      "target(8,8) Expected: 0 0.000\n",
      "target(8,9) Expected: 0 0.000\n",
      "target(9,0) Expected: 0 0.000\n",
      "target(9,1) Expected: 0 0.000\n",
      "target(9,2) Expected: 0 0.000\n",
      "target(9,3) Expected: 0 0.000\n",
      "target(9,4) Expected: 0 0.000\n",
      "target(9,5) Expected: 0 0.000\n",
      "target(9,6) Expected: 0 0.000\n",
      "target(9,7) Expected: 0 0.000\n",
      "target(9,8) Expected: 1 1.000\n",
      "target(9,9) Expected: 0 0.000\n",
      "----------------------------\n",
      "target(X_0,X_1)\n",
      "weight is 0.9998899698257446\n",
      "target(X_0,X_1) -> succ(X_1,X_0),succ(X_1,X_0)\n",
      "None\n",
      "----------------------------\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 266 loss is 2.6583708745420154e-07\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 267 loss is 2.646449956955621e-07\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 268 loss is 2.6285684384674823e-07\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 269 loss is 2.6106869199793437e-07\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 270 loss is 2.539161130243883e-07\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "target(0,0) Expected: 0 0.000\n",
      "target(0,1) Expected: 0 0.000\n",
      "target(0,2) Expected: 0 0.000\n",
      "target(0,3) Expected: 0 0.000\n",
      "target(0,4) Expected: 0 0.000\n",
      "target(0,5) Expected: 0 0.000\n",
      "target(0,6) Expected: 0 0.000\n",
      "target(0,7) Expected: 0 0.000\n",
      "target(0,8) Expected: 0 0.000\n",
      "target(0,9) Expected: 0 0.000\n",
      "target(1,0) Expected: 1 1.000\n",
      "target(1,1) Expected: 0 0.000\n",
      "target(1,2) Expected: 0 0.000\n",
      "target(1,3) Expected: 0 0.000\n",
      "target(1,4) Expected: 0 0.000\n",
      "target(1,5) Expected: 0 0.000\n",
      "target(1,6) Expected: 0 0.000\n",
      "target(1,7) Expected: 0 0.000\n",
      "target(1,8) Expected: 0 0.000\n",
      "target(1,9) Expected: 0 0.000\n",
      "target(2,0) Expected: 0 0.000\n",
      "target(2,1) Expected: 1 1.000\n",
      "target(2,2) Expected: 0 0.000\n",
      "target(2,3) Expected: 0 0.000\n",
      "target(2,4) Expected: 0 0.000\n",
      "target(2,5) Expected: 0 0.000\n",
      "target(2,6) Expected: 0 0.000\n",
      "target(2,7) Expected: 0 0.000\n",
      "target(2,8) Expected: 0 0.000\n",
      "target(2,9) Expected: 0 0.000\n",
      "target(3,0) Expected: 0 0.000\n",
      "target(3,1) Expected: 0 0.000\n",
      "target(3,2) Expected: 1 1.000\n",
      "target(3,3) Expected: 0 0.000\n",
      "target(3,4) Expected: 0 0.000\n",
      "target(3,5) Expected: 0 0.000\n",
      "target(3,6) Expected: 0 0.000\n",
      "target(3,7) Expected: 0 0.000\n",
      "target(3,8) Expected: 0 0.000\n",
      "target(3,9) Expected: 0 0.000\n",
      "target(4,0) Expected: 0 0.000\n",
      "target(4,1) Expected: 0 0.000\n",
      "target(4,2) Expected: 0 0.000\n",
      "target(4,3) Expected: 1 1.000\n",
      "target(4,4) Expected: 0 0.000\n",
      "target(4,5) Expected: 0 0.000\n",
      "target(4,6) Expected: 0 0.000\n",
      "target(4,7) Expected: 0 0.000\n",
      "target(4,8) Expected: 0 0.000\n",
      "target(4,9) Expected: 0 0.000\n",
      "target(5,0) Expected: 0 0.000\n",
      "target(5,1) Expected: 0 0.000\n",
      "target(5,2) Expected: 0 0.000\n",
      "target(5,3) Expected: 0 0.000\n",
      "target(5,4) Expected: 1 1.000\n",
      "target(5,5) Expected: 0 0.000\n",
      "target(5,6) Expected: 0 0.000\n",
      "target(5,7) Expected: 0 0.000\n",
      "target(5,8) Expected: 0 0.000\n",
      "target(5,9) Expected: 0 0.000\n",
      "target(6,0) Expected: 0 0.000\n",
      "target(6,1) Expected: 0 0.000\n",
      "target(6,2) Expected: 0 0.000\n",
      "target(6,3) Expected: 0 0.000\n",
      "target(6,4) Expected: 0 0.000\n",
      "target(6,5) Expected: 1 1.000\n",
      "target(6,6) Expected: 0 0.000\n",
      "target(6,7) Expected: 0 0.000\n",
      "target(6,8) Expected: 0 0.000\n",
      "target(6,9) Expected: 0 0.000\n",
      "target(7,0) Expected: 0 0.000\n",
      "target(7,1) Expected: 0 0.000\n",
      "target(7,2) Expected: 0 0.000\n",
      "target(7,3) Expected: 0 0.000\n",
      "target(7,4) Expected: 0 0.000\n",
      "target(7,5) Expected: 0 0.000\n",
      "target(7,6) Expected: 1 1.000\n",
      "target(7,7) Expected: 0 0.000\n",
      "target(7,8) Expected: 0 0.000\n",
      "target(7,9) Expected: 0 0.000\n",
      "target(8,0) Expected: 0 0.000\n",
      "target(8,1) Expected: 0 0.000\n",
      "target(8,2) Expected: 0 0.000\n",
      "target(8,3) Expected: 0 0.000\n",
      "target(8,4) Expected: 0 0.000\n",
      "target(8,5) Expected: 0 0.000\n",
      "target(8,6) Expected: 0 0.000\n",
      "target(8,7) Expected: 1 1.000\n",
      "target(8,8) Expected: 0 0.000\n",
      "target(8,9) Expected: 0 0.000\n",
      "target(9,0) Expected: 0 0.000\n",
      "target(9,1) Expected: 0 0.000\n",
      "target(9,2) Expected: 0 0.000\n",
      "target(9,3) Expected: 0 0.000\n",
      "target(9,4) Expected: 0 0.000\n",
      "target(9,5) Expected: 0 0.000\n",
      "target(9,6) Expected: 0 0.000\n",
      "target(9,7) Expected: 0 0.000\n",
      "target(9,8) Expected: 1 1.000\n",
      "target(9,9) Expected: 0 0.000\n",
      "----------------------------\n",
      "target(X_0,X_1)\n",
      "weight is 0.9998971223831177\n",
      "target(X_0,X_1) -> succ(X_1,X_0),succ(X_1,X_0)\n",
      "None\n",
      "----------------------------\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 271 loss is 2.527240212657489e-07\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 272 loss is 2.4139913534781954e-07\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 273 loss is 2.4020701516747067e-07\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 274 loss is 2.384188633186568e-07\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 275 loss is 2.3722677156001737e-07\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "target(0,0) Expected: 0 0.000\n",
      "target(0,1) Expected: 0 0.000\n",
      "target(0,2) Expected: 0 0.000\n",
      "target(0,3) Expected: 0 0.000\n",
      "target(0,4) Expected: 0 0.000\n",
      "target(0,5) Expected: 0 0.000\n",
      "target(0,6) Expected: 0 0.000\n",
      "target(0,7) Expected: 0 0.000\n",
      "target(0,8) Expected: 0 0.000\n",
      "target(0,9) Expected: 0 0.000\n",
      "target(1,0) Expected: 1 1.000\n",
      "target(1,1) Expected: 0 0.000\n",
      "target(1,2) Expected: 0 0.000\n",
      "target(1,3) Expected: 0 0.000\n",
      "target(1,4) Expected: 0 0.000\n",
      "target(1,5) Expected: 0 0.000\n",
      "target(1,6) Expected: 0 0.000\n",
      "target(1,7) Expected: 0 0.000\n",
      "target(1,8) Expected: 0 0.000\n",
      "target(1,9) Expected: 0 0.000\n",
      "target(2,0) Expected: 0 0.000\n",
      "target(2,1) Expected: 1 1.000\n",
      "target(2,2) Expected: 0 0.000\n",
      "target(2,3) Expected: 0 0.000\n",
      "target(2,4) Expected: 0 0.000\n",
      "target(2,5) Expected: 0 0.000\n",
      "target(2,6) Expected: 0 0.000\n",
      "target(2,7) Expected: 0 0.000\n",
      "target(2,8) Expected: 0 0.000\n",
      "target(2,9) Expected: 0 0.000\n",
      "target(3,0) Expected: 0 0.000\n",
      "target(3,1) Expected: 0 0.000\n",
      "target(3,2) Expected: 1 1.000\n",
      "target(3,3) Expected: 0 0.000\n",
      "target(3,4) Expected: 0 0.000\n",
      "target(3,5) Expected: 0 0.000\n",
      "target(3,6) Expected: 0 0.000\n",
      "target(3,7) Expected: 0 0.000\n",
      "target(3,8) Expected: 0 0.000\n",
      "target(3,9) Expected: 0 0.000\n",
      "target(4,0) Expected: 0 0.000\n",
      "target(4,1) Expected: 0 0.000\n",
      "target(4,2) Expected: 0 0.000\n",
      "target(4,3) Expected: 1 1.000\n",
      "target(4,4) Expected: 0 0.000\n",
      "target(4,5) Expected: 0 0.000\n",
      "target(4,6) Expected: 0 0.000\n",
      "target(4,7) Expected: 0 0.000\n",
      "target(4,8) Expected: 0 0.000\n",
      "target(4,9) Expected: 0 0.000\n",
      "target(5,0) Expected: 0 0.000\n",
      "target(5,1) Expected: 0 0.000\n",
      "target(5,2) Expected: 0 0.000\n",
      "target(5,3) Expected: 0 0.000\n",
      "target(5,4) Expected: 1 1.000\n",
      "target(5,5) Expected: 0 0.000\n",
      "target(5,6) Expected: 0 0.000\n",
      "target(5,7) Expected: 0 0.000\n",
      "target(5,8) Expected: 0 0.000\n",
      "target(5,9) Expected: 0 0.000\n",
      "target(6,0) Expected: 0 0.000\n",
      "target(6,1) Expected: 0 0.000\n",
      "target(6,2) Expected: 0 0.000\n",
      "target(6,3) Expected: 0 0.000\n",
      "target(6,4) Expected: 0 0.000\n",
      "target(6,5) Expected: 1 1.000\n",
      "target(6,6) Expected: 0 0.000\n",
      "target(6,7) Expected: 0 0.000\n",
      "target(6,8) Expected: 0 0.000\n",
      "target(6,9) Expected: 0 0.000\n",
      "target(7,0) Expected: 0 0.000\n",
      "target(7,1) Expected: 0 0.000\n",
      "target(7,2) Expected: 0 0.000\n",
      "target(7,3) Expected: 0 0.000\n",
      "target(7,4) Expected: 0 0.000\n",
      "target(7,5) Expected: 0 0.000\n",
      "target(7,6) Expected: 1 1.000\n",
      "target(7,7) Expected: 0 0.000\n",
      "target(7,8) Expected: 0 0.000\n",
      "target(7,9) Expected: 0 0.000\n",
      "target(8,0) Expected: 0 0.000\n",
      "target(8,1) Expected: 0 0.000\n",
      "target(8,2) Expected: 0 0.000\n",
      "target(8,3) Expected: 0 0.000\n",
      "target(8,4) Expected: 0 0.000\n",
      "target(8,5) Expected: 0 0.000\n",
      "target(8,6) Expected: 0 0.000\n",
      "target(8,7) Expected: 1 1.000\n",
      "target(8,8) Expected: 0 0.000\n",
      "target(8,9) Expected: 0 0.000\n",
      "target(9,0) Expected: 0 0.000\n",
      "target(9,1) Expected: 0 0.000\n",
      "target(9,2) Expected: 0 0.000\n",
      "target(9,3) Expected: 0 0.000\n",
      "target(9,4) Expected: 0 0.000\n",
      "target(9,5) Expected: 0 0.000\n",
      "target(9,6) Expected: 0 0.000\n",
      "target(9,7) Expected: 0 0.000\n",
      "target(9,8) Expected: 1 1.000\n",
      "target(9,9) Expected: 0 0.000\n",
      "----------------------------\n",
      "target(X_0,X_1)\n",
      "weight is 0.9999032020568848\n",
      "target(X_0,X_1) -> succ(X_1,X_0),succ(X_1,X_0)\n",
      "None\n",
      "----------------------------\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 276 loss is 2.312663127668202e-07\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 277 loss is 2.3007420679732604e-07\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 278 loss is 2.288821150386866e-07\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 279 loss is 2.2292164203463471e-07\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 280 loss is 2.1636509472955368e-07\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "target(0,0) Expected: 0 0.000\n",
      "target(0,1) Expected: 0 0.000\n",
      "target(0,2) Expected: 0 0.000\n",
      "target(0,3) Expected: 0 0.000\n",
      "target(0,4) Expected: 0 0.000\n",
      "target(0,5) Expected: 0 0.000\n",
      "target(0,6) Expected: 0 0.000\n",
      "target(0,7) Expected: 0 0.000\n",
      "target(0,8) Expected: 0 0.000\n",
      "target(0,9) Expected: 0 0.000\n",
      "target(1,0) Expected: 1 1.000\n",
      "target(1,1) Expected: 0 0.000\n",
      "target(1,2) Expected: 0 0.000\n",
      "target(1,3) Expected: 0 0.000\n",
      "target(1,4) Expected: 0 0.000\n",
      "target(1,5) Expected: 0 0.000\n",
      "target(1,6) Expected: 0 0.000\n",
      "target(1,7) Expected: 0 0.000\n",
      "target(1,8) Expected: 0 0.000\n",
      "target(1,9) Expected: 0 0.000\n",
      "target(2,0) Expected: 0 0.000\n",
      "target(2,1) Expected: 1 1.000\n",
      "target(2,2) Expected: 0 0.000\n",
      "target(2,3) Expected: 0 0.000\n",
      "target(2,4) Expected: 0 0.000\n",
      "target(2,5) Expected: 0 0.000\n",
      "target(2,6) Expected: 0 0.000\n",
      "target(2,7) Expected: 0 0.000\n",
      "target(2,8) Expected: 0 0.000\n",
      "target(2,9) Expected: 0 0.000\n",
      "target(3,0) Expected: 0 0.000\n",
      "target(3,1) Expected: 0 0.000\n",
      "target(3,2) Expected: 1 1.000\n",
      "target(3,3) Expected: 0 0.000\n",
      "target(3,4) Expected: 0 0.000\n",
      "target(3,5) Expected: 0 0.000\n",
      "target(3,6) Expected: 0 0.000\n",
      "target(3,7) Expected: 0 0.000\n",
      "target(3,8) Expected: 0 0.000\n",
      "target(3,9) Expected: 0 0.000\n",
      "target(4,0) Expected: 0 0.000\n",
      "target(4,1) Expected: 0 0.000\n",
      "target(4,2) Expected: 0 0.000\n",
      "target(4,3) Expected: 1 1.000\n",
      "target(4,4) Expected: 0 0.000\n",
      "target(4,5) Expected: 0 0.000\n",
      "target(4,6) Expected: 0 0.000\n",
      "target(4,7) Expected: 0 0.000\n",
      "target(4,8) Expected: 0 0.000\n",
      "target(4,9) Expected: 0 0.000\n",
      "target(5,0) Expected: 0 0.000\n",
      "target(5,1) Expected: 0 0.000\n",
      "target(5,2) Expected: 0 0.000\n",
      "target(5,3) Expected: 0 0.000\n",
      "target(5,4) Expected: 1 1.000\n",
      "target(5,5) Expected: 0 0.000\n",
      "target(5,6) Expected: 0 0.000\n",
      "target(5,7) Expected: 0 0.000\n",
      "target(5,8) Expected: 0 0.000\n",
      "target(5,9) Expected: 0 0.000\n",
      "target(6,0) Expected: 0 0.000\n",
      "target(6,1) Expected: 0 0.000\n",
      "target(6,2) Expected: 0 0.000\n",
      "target(6,3) Expected: 0 0.000\n",
      "target(6,4) Expected: 0 0.000\n",
      "target(6,5) Expected: 1 1.000\n",
      "target(6,6) Expected: 0 0.000\n",
      "target(6,7) Expected: 0 0.000\n",
      "target(6,8) Expected: 0 0.000\n",
      "target(6,9) Expected: 0 0.000\n",
      "target(7,0) Expected: 0 0.000\n",
      "target(7,1) Expected: 0 0.000\n",
      "target(7,2) Expected: 0 0.000\n",
      "target(7,3) Expected: 0 0.000\n",
      "target(7,4) Expected: 0 0.000\n",
      "target(7,5) Expected: 0 0.000\n",
      "target(7,6) Expected: 1 1.000\n",
      "target(7,7) Expected: 0 0.000\n",
      "target(7,8) Expected: 0 0.000\n",
      "target(7,9) Expected: 0 0.000\n",
      "target(8,0) Expected: 0 0.000\n",
      "target(8,1) Expected: 0 0.000\n",
      "target(8,2) Expected: 0 0.000\n",
      "target(8,3) Expected: 0 0.000\n",
      "target(8,4) Expected: 0 0.000\n",
      "target(8,5) Expected: 0 0.000\n",
      "target(8,6) Expected: 0 0.000\n",
      "target(8,7) Expected: 1 1.000\n",
      "target(8,8) Expected: 0 0.000\n",
      "target(8,9) Expected: 0 0.000\n",
      "target(9,0) Expected: 0 0.000\n",
      "target(9,1) Expected: 0 0.000\n",
      "target(9,2) Expected: 0 0.000\n",
      "target(9,3) Expected: 0 0.000\n",
      "target(9,4) Expected: 0 0.000\n",
      "target(9,5) Expected: 0 0.000\n",
      "target(9,6) Expected: 0 0.000\n",
      "target(9,7) Expected: 0 0.000\n",
      "target(9,8) Expected: 1 1.000\n",
      "target(9,9) Expected: 0 0.000\n",
      "----------------------------\n",
      "target(X_0,X_1)\n",
      "weight is 0.9999086856842041\n",
      "target(X_0,X_1) -> succ(X_1,X_0),succ(X_1,X_0)\n",
      "None\n",
      "----------------------------\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 281 loss is 2.1517300297091424e-07\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 282 loss is 2.139809112122748e-07\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 283 loss is 2.133848653329551e-07\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 284 loss is 2.1219277357431565e-07\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 285 loss is 2.0623228635940904e-07\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "target(0,0) Expected: 0 0.000\n",
      "target(0,1) Expected: 0 0.000\n",
      "target(0,2) Expected: 0 0.000\n",
      "target(0,3) Expected: 0 0.000\n",
      "target(0,4) Expected: 0 0.000\n",
      "target(0,5) Expected: 0 0.000\n",
      "target(0,6) Expected: 0 0.000\n",
      "target(0,7) Expected: 0 0.000\n",
      "target(0,8) Expected: 0 0.000\n",
      "target(0,9) Expected: 0 0.000\n",
      "target(1,0) Expected: 1 1.000\n",
      "target(1,1) Expected: 0 0.000\n",
      "target(1,2) Expected: 0 0.000\n",
      "target(1,3) Expected: 0 0.000\n",
      "target(1,4) Expected: 0 0.000\n",
      "target(1,5) Expected: 0 0.000\n",
      "target(1,6) Expected: 0 0.000\n",
      "target(1,7) Expected: 0 0.000\n",
      "target(1,8) Expected: 0 0.000\n",
      "target(1,9) Expected: 0 0.000\n",
      "target(2,0) Expected: 0 0.000\n",
      "target(2,1) Expected: 1 1.000\n",
      "target(2,2) Expected: 0 0.000\n",
      "target(2,3) Expected: 0 0.000\n",
      "target(2,4) Expected: 0 0.000\n",
      "target(2,5) Expected: 0 0.000\n",
      "target(2,6) Expected: 0 0.000\n",
      "target(2,7) Expected: 0 0.000\n",
      "target(2,8) Expected: 0 0.000\n",
      "target(2,9) Expected: 0 0.000\n",
      "target(3,0) Expected: 0 0.000\n",
      "target(3,1) Expected: 0 0.000\n",
      "target(3,2) Expected: 1 1.000\n",
      "target(3,3) Expected: 0 0.000\n",
      "target(3,4) Expected: 0 0.000\n",
      "target(3,5) Expected: 0 0.000\n",
      "target(3,6) Expected: 0 0.000\n",
      "target(3,7) Expected: 0 0.000\n",
      "target(3,8) Expected: 0 0.000\n",
      "target(3,9) Expected: 0 0.000\n",
      "target(4,0) Expected: 0 0.000\n",
      "target(4,1) Expected: 0 0.000\n",
      "target(4,2) Expected: 0 0.000\n",
      "target(4,3) Expected: 1 1.000\n",
      "target(4,4) Expected: 0 0.000\n",
      "target(4,5) Expected: 0 0.000\n",
      "target(4,6) Expected: 0 0.000\n",
      "target(4,7) Expected: 0 0.000\n",
      "target(4,8) Expected: 0 0.000\n",
      "target(4,9) Expected: 0 0.000\n",
      "target(5,0) Expected: 0 0.000\n",
      "target(5,1) Expected: 0 0.000\n",
      "target(5,2) Expected: 0 0.000\n",
      "target(5,3) Expected: 0 0.000\n",
      "target(5,4) Expected: 1 1.000\n",
      "target(5,5) Expected: 0 0.000\n",
      "target(5,6) Expected: 0 0.000\n",
      "target(5,7) Expected: 0 0.000\n",
      "target(5,8) Expected: 0 0.000\n",
      "target(5,9) Expected: 0 0.000\n",
      "target(6,0) Expected: 0 0.000\n",
      "target(6,1) Expected: 0 0.000\n",
      "target(6,2) Expected: 0 0.000\n",
      "target(6,3) Expected: 0 0.000\n",
      "target(6,4) Expected: 0 0.000\n",
      "target(6,5) Expected: 1 1.000\n",
      "target(6,6) Expected: 0 0.000\n",
      "target(6,7) Expected: 0 0.000\n",
      "target(6,8) Expected: 0 0.000\n",
      "target(6,9) Expected: 0 0.000\n",
      "target(7,0) Expected: 0 0.000\n",
      "target(7,1) Expected: 0 0.000\n",
      "target(7,2) Expected: 0 0.000\n",
      "target(7,3) Expected: 0 0.000\n",
      "target(7,4) Expected: 0 0.000\n",
      "target(7,5) Expected: 0 0.000\n",
      "target(7,6) Expected: 1 1.000\n",
      "target(7,7) Expected: 0 0.000\n",
      "target(7,8) Expected: 0 0.000\n",
      "target(7,9) Expected: 0 0.000\n",
      "target(8,0) Expected: 0 0.000\n",
      "target(8,1) Expected: 0 0.000\n",
      "target(8,2) Expected: 0 0.000\n",
      "target(8,3) Expected: 0 0.000\n",
      "target(8,4) Expected: 0 0.000\n",
      "target(8,5) Expected: 0 0.000\n",
      "target(8,6) Expected: 0 0.000\n",
      "target(8,7) Expected: 1 1.000\n",
      "target(8,8) Expected: 0 0.000\n",
      "target(8,9) Expected: 0 0.000\n",
      "target(9,0) Expected: 0 0.000\n",
      "target(9,1) Expected: 0 0.000\n",
      "target(9,2) Expected: 0 0.000\n",
      "target(9,3) Expected: 0 0.000\n",
      "target(9,4) Expected: 0 0.000\n",
      "target(9,5) Expected: 0 0.000\n",
      "target(9,6) Expected: 0 0.000\n",
      "target(9,7) Expected: 0 0.000\n",
      "target(9,8) Expected: 1 1.000\n",
      "target(9,9) Expected: 0 0.000\n",
      "----------------------------\n",
      "target(X_0,X_1)\n",
      "weight is 0.9999133348464966\n",
      "target(X_0,X_1) -> succ(X_1,X_0),succ(X_1,X_0)\n",
      "None\n",
      "----------------------------\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 286 loss is 2.0563624048008933e-07\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 287 loss is 1.9967575326518272e-07\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 288 loss is 1.9848366150654329e-07\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 289 loss is 1.9729156974790385e-07\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 290 loss is 1.919271568340264e-07\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "target(0,0) Expected: 0 0.000\n",
      "target(0,1) Expected: 0 0.000\n",
      "target(0,2) Expected: 0 0.000\n",
      "target(0,3) Expected: 0 0.000\n",
      "target(0,4) Expected: 0 0.000\n",
      "target(0,5) Expected: 0 0.000\n",
      "target(0,6) Expected: 0 0.000\n",
      "target(0,7) Expected: 0 0.000\n",
      "target(0,8) Expected: 0 0.000\n",
      "target(0,9) Expected: 0 0.000\n",
      "target(1,0) Expected: 1 1.000\n",
      "target(1,1) Expected: 0 0.000\n",
      "target(1,2) Expected: 0 0.000\n",
      "target(1,3) Expected: 0 0.000\n",
      "target(1,4) Expected: 0 0.000\n",
      "target(1,5) Expected: 0 0.000\n",
      "target(1,6) Expected: 0 0.000\n",
      "target(1,7) Expected: 0 0.000\n",
      "target(1,8) Expected: 0 0.000\n",
      "target(1,9) Expected: 0 0.000\n",
      "target(2,0) Expected: 0 0.000\n",
      "target(2,1) Expected: 1 1.000\n",
      "target(2,2) Expected: 0 0.000\n",
      "target(2,3) Expected: 0 0.000\n",
      "target(2,4) Expected: 0 0.000\n",
      "target(2,5) Expected: 0 0.000\n",
      "target(2,6) Expected: 0 0.000\n",
      "target(2,7) Expected: 0 0.000\n",
      "target(2,8) Expected: 0 0.000\n",
      "target(2,9) Expected: 0 0.000\n",
      "target(3,0) Expected: 0 0.000\n",
      "target(3,1) Expected: 0 0.000\n",
      "target(3,2) Expected: 1 1.000\n",
      "target(3,3) Expected: 0 0.000\n",
      "target(3,4) Expected: 0 0.000\n",
      "target(3,5) Expected: 0 0.000\n",
      "target(3,6) Expected: 0 0.000\n",
      "target(3,7) Expected: 0 0.000\n",
      "target(3,8) Expected: 0 0.000\n",
      "target(3,9) Expected: 0 0.000\n",
      "target(4,0) Expected: 0 0.000\n",
      "target(4,1) Expected: 0 0.000\n",
      "target(4,2) Expected: 0 0.000\n",
      "target(4,3) Expected: 1 1.000\n",
      "target(4,4) Expected: 0 0.000\n",
      "target(4,5) Expected: 0 0.000\n",
      "target(4,6) Expected: 0 0.000\n",
      "target(4,7) Expected: 0 0.000\n",
      "target(4,8) Expected: 0 0.000\n",
      "target(4,9) Expected: 0 0.000\n",
      "target(5,0) Expected: 0 0.000\n",
      "target(5,1) Expected: 0 0.000\n",
      "target(5,2) Expected: 0 0.000\n",
      "target(5,3) Expected: 0 0.000\n",
      "target(5,4) Expected: 1 1.000\n",
      "target(5,5) Expected: 0 0.000\n",
      "target(5,6) Expected: 0 0.000\n",
      "target(5,7) Expected: 0 0.000\n",
      "target(5,8) Expected: 0 0.000\n",
      "target(5,9) Expected: 0 0.000\n",
      "target(6,0) Expected: 0 0.000\n",
      "target(6,1) Expected: 0 0.000\n",
      "target(6,2) Expected: 0 0.000\n",
      "target(6,3) Expected: 0 0.000\n",
      "target(6,4) Expected: 0 0.000\n",
      "target(6,5) Expected: 1 1.000\n",
      "target(6,6) Expected: 0 0.000\n",
      "target(6,7) Expected: 0 0.000\n",
      "target(6,8) Expected: 0 0.000\n",
      "target(6,9) Expected: 0 0.000\n",
      "target(7,0) Expected: 0 0.000\n",
      "target(7,1) Expected: 0 0.000\n",
      "target(7,2) Expected: 0 0.000\n",
      "target(7,3) Expected: 0 0.000\n",
      "target(7,4) Expected: 0 0.000\n",
      "target(7,5) Expected: 0 0.000\n",
      "target(7,6) Expected: 1 1.000\n",
      "target(7,7) Expected: 0 0.000\n",
      "target(7,8) Expected: 0 0.000\n",
      "target(7,9) Expected: 0 0.000\n",
      "target(8,0) Expected: 0 0.000\n",
      "target(8,1) Expected: 0 0.000\n",
      "target(8,2) Expected: 0 0.000\n",
      "target(8,3) Expected: 0 0.000\n",
      "target(8,4) Expected: 0 0.000\n",
      "target(8,5) Expected: 0 0.000\n",
      "target(8,6) Expected: 0 0.000\n",
      "target(8,7) Expected: 1 1.000\n",
      "target(8,8) Expected: 0 0.000\n",
      "target(8,9) Expected: 0 0.000\n",
      "target(9,0) Expected: 0 0.000\n",
      "target(9,1) Expected: 0 0.000\n",
      "target(9,2) Expected: 0 0.000\n",
      "target(9,3) Expected: 0 0.000\n",
      "target(9,4) Expected: 0 0.000\n",
      "target(9,5) Expected: 0 0.000\n",
      "target(9,6) Expected: 0 0.000\n",
      "target(9,7) Expected: 0 0.000\n",
      "target(9,8) Expected: 1 1.000\n",
      "target(9,9) Expected: 0 0.000\n",
      "----------------------------\n",
      "target(X_0,X_1)\n",
      "weight is 0.9999175071716309\n",
      "target(X_0,X_1) -> succ(X_1,X_0),succ(X_1,X_0)\n",
      "None\n",
      "----------------------------\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 291 loss is 1.9073505086453224e-07\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 292 loss is 1.9013900498521252e-07\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 293 loss is 1.8894689901571837e-07\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 294 loss is 1.8775480725707894e-07\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 295 loss is 1.8239039434320148e-07\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "target(0,0) Expected: 0 0.000\n",
      "target(0,1) Expected: 0 0.000\n",
      "target(0,2) Expected: 0 0.000\n",
      "target(0,3) Expected: 0 0.000\n",
      "target(0,4) Expected: 0 0.000\n",
      "target(0,5) Expected: 0 0.000\n",
      "target(0,6) Expected: 0 0.000\n",
      "target(0,7) Expected: 0 0.000\n",
      "target(0,8) Expected: 0 0.000\n",
      "target(0,9) Expected: 0 0.000\n",
      "target(1,0) Expected: 1 1.000\n",
      "target(1,1) Expected: 0 0.000\n",
      "target(1,2) Expected: 0 0.000\n",
      "target(1,3) Expected: 0 0.000\n",
      "target(1,4) Expected: 0 0.000\n",
      "target(1,5) Expected: 0 0.000\n",
      "target(1,6) Expected: 0 0.000\n",
      "target(1,7) Expected: 0 0.000\n",
      "target(1,8) Expected: 0 0.000\n",
      "target(1,9) Expected: 0 0.000\n",
      "target(2,0) Expected: 0 0.000\n",
      "target(2,1) Expected: 1 1.000\n",
      "target(2,2) Expected: 0 0.000\n",
      "target(2,3) Expected: 0 0.000\n",
      "target(2,4) Expected: 0 0.000\n",
      "target(2,5) Expected: 0 0.000\n",
      "target(2,6) Expected: 0 0.000\n",
      "target(2,7) Expected: 0 0.000\n",
      "target(2,8) Expected: 0 0.000\n",
      "target(2,9) Expected: 0 0.000\n",
      "target(3,0) Expected: 0 0.000\n",
      "target(3,1) Expected: 0 0.000\n",
      "target(3,2) Expected: 1 1.000\n",
      "target(3,3) Expected: 0 0.000\n",
      "target(3,4) Expected: 0 0.000\n",
      "target(3,5) Expected: 0 0.000\n",
      "target(3,6) Expected: 0 0.000\n",
      "target(3,7) Expected: 0 0.000\n",
      "target(3,8) Expected: 0 0.000\n",
      "target(3,9) Expected: 0 0.000\n",
      "target(4,0) Expected: 0 0.000\n",
      "target(4,1) Expected: 0 0.000\n",
      "target(4,2) Expected: 0 0.000\n",
      "target(4,3) Expected: 1 1.000\n",
      "target(4,4) Expected: 0 0.000\n",
      "target(4,5) Expected: 0 0.000\n",
      "target(4,6) Expected: 0 0.000\n",
      "target(4,7) Expected: 0 0.000\n",
      "target(4,8) Expected: 0 0.000\n",
      "target(4,9) Expected: 0 0.000\n",
      "target(5,0) Expected: 0 0.000\n",
      "target(5,1) Expected: 0 0.000\n",
      "target(5,2) Expected: 0 0.000\n",
      "target(5,3) Expected: 0 0.000\n",
      "target(5,4) Expected: 1 1.000\n",
      "target(5,5) Expected: 0 0.000\n",
      "target(5,6) Expected: 0 0.000\n",
      "target(5,7) Expected: 0 0.000\n",
      "target(5,8) Expected: 0 0.000\n",
      "target(5,9) Expected: 0 0.000\n",
      "target(6,0) Expected: 0 0.000\n",
      "target(6,1) Expected: 0 0.000\n",
      "target(6,2) Expected: 0 0.000\n",
      "target(6,3) Expected: 0 0.000\n",
      "target(6,4) Expected: 0 0.000\n",
      "target(6,5) Expected: 1 1.000\n",
      "target(6,6) Expected: 0 0.000\n",
      "target(6,7) Expected: 0 0.000\n",
      "target(6,8) Expected: 0 0.000\n",
      "target(6,9) Expected: 0 0.000\n",
      "target(7,0) Expected: 0 0.000\n",
      "target(7,1) Expected: 0 0.000\n",
      "target(7,2) Expected: 0 0.000\n",
      "target(7,3) Expected: 0 0.000\n",
      "target(7,4) Expected: 0 0.000\n",
      "target(7,5) Expected: 0 0.000\n",
      "target(7,6) Expected: 1 1.000\n",
      "target(7,7) Expected: 0 0.000\n",
      "target(7,8) Expected: 0 0.000\n",
      "target(7,9) Expected: 0 0.000\n",
      "target(8,0) Expected: 0 0.000\n",
      "target(8,1) Expected: 0 0.000\n",
      "target(8,2) Expected: 0 0.000\n",
      "target(8,3) Expected: 0 0.000\n",
      "target(8,4) Expected: 0 0.000\n",
      "target(8,5) Expected: 0 0.000\n",
      "target(8,6) Expected: 0 0.000\n",
      "target(8,7) Expected: 1 1.000\n",
      "target(8,8) Expected: 0 0.000\n",
      "target(8,9) Expected: 0 0.000\n",
      "target(9,0) Expected: 0 0.000\n",
      "target(9,1) Expected: 0 0.000\n",
      "target(9,2) Expected: 0 0.000\n",
      "target(9,3) Expected: 0 0.000\n",
      "target(9,4) Expected: 0 0.000\n",
      "target(9,5) Expected: 0 0.000\n",
      "target(9,6) Expected: 0 0.000\n",
      "target(9,7) Expected: 0 0.000\n",
      "target(9,8) Expected: 1 1.000\n",
      "target(9,9) Expected: 0 0.000\n",
      "----------------------------\n",
      "target(X_0,X_1)\n",
      "weight is 0.9999213218688965\n",
      "target(X_0,X_1) -> succ(X_1,X_0),succ(X_1,X_0)\n",
      "None\n",
      "----------------------------\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 296 loss is 1.8119830258456204e-07\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 297 loss is 1.8119830258456204e-07\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 298 loss is 1.7523781536965544e-07\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 299 loss is 1.7464176949033572e-07\n",
      "--------------------\n",
      "\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "--------------------\n",
      "step 300 loss is 1.7344966352084157e-07\n",
      "Performing Inference\n",
      "Inference Complete██████████████████████████████████████-----| 90.0% Complete\n",
      "target(0,0) Expected: 0 0.000\n",
      "target(0,1) Expected: 0 0.000\n",
      "target(0,2) Expected: 0 0.000\n",
      "target(0,3) Expected: 0 0.000\n",
      "target(0,4) Expected: 0 0.000\n",
      "target(0,5) Expected: 0 0.000\n",
      "target(0,6) Expected: 0 0.000\n",
      "target(0,7) Expected: 0 0.000\n",
      "target(0,8) Expected: 0 0.000\n",
      "target(0,9) Expected: 0 0.000\n",
      "target(1,0) Expected: 1 1.000\n",
      "target(1,1) Expected: 0 0.000\n",
      "target(1,2) Expected: 0 0.000\n",
      "target(1,3) Expected: 0 0.000\n",
      "target(1,4) Expected: 0 0.000\n",
      "target(1,5) Expected: 0 0.000\n",
      "target(1,6) Expected: 0 0.000\n",
      "target(1,7) Expected: 0 0.000\n",
      "target(1,8) Expected: 0 0.000\n",
      "target(1,9) Expected: 0 0.000\n",
      "target(2,0) Expected: 0 0.000\n",
      "target(2,1) Expected: 1 1.000\n",
      "target(2,2) Expected: 0 0.000\n",
      "target(2,3) Expected: 0 0.000\n",
      "target(2,4) Expected: 0 0.000\n",
      "target(2,5) Expected: 0 0.000\n",
      "target(2,6) Expected: 0 0.000\n",
      "target(2,7) Expected: 0 0.000\n",
      "target(2,8) Expected: 0 0.000\n",
      "target(2,9) Expected: 0 0.000\n",
      "target(3,0) Expected: 0 0.000\n",
      "target(3,1) Expected: 0 0.000\n",
      "target(3,2) Expected: 1 1.000\n",
      "target(3,3) Expected: 0 0.000\n",
      "target(3,4) Expected: 0 0.000\n",
      "target(3,5) Expected: 0 0.000\n",
      "target(3,6) Expected: 0 0.000\n",
      "target(3,7) Expected: 0 0.000\n",
      "target(3,8) Expected: 0 0.000\n",
      "target(3,9) Expected: 0 0.000\n",
      "target(4,0) Expected: 0 0.000\n",
      "target(4,1) Expected: 0 0.000\n",
      "target(4,2) Expected: 0 0.000\n",
      "target(4,3) Expected: 1 1.000\n",
      "target(4,4) Expected: 0 0.000\n",
      "target(4,5) Expected: 0 0.000\n",
      "target(4,6) Expected: 0 0.000\n",
      "target(4,7) Expected: 0 0.000\n",
      "target(4,8) Expected: 0 0.000\n",
      "target(4,9) Expected: 0 0.000\n",
      "target(5,0) Expected: 0 0.000\n",
      "target(5,1) Expected: 0 0.000\n",
      "target(5,2) Expected: 0 0.000\n",
      "target(5,3) Expected: 0 0.000\n",
      "target(5,4) Expected: 1 1.000\n",
      "target(5,5) Expected: 0 0.000\n",
      "target(5,6) Expected: 0 0.000\n",
      "target(5,7) Expected: 0 0.000\n",
      "target(5,8) Expected: 0 0.000\n",
      "target(5,9) Expected: 0 0.000\n",
      "target(6,0) Expected: 0 0.000\n",
      "target(6,1) Expected: 0 0.000\n",
      "target(6,2) Expected: 0 0.000\n",
      "target(6,3) Expected: 0 0.000\n",
      "target(6,4) Expected: 0 0.000\n",
      "target(6,5) Expected: 1 1.000\n",
      "target(6,6) Expected: 0 0.000\n",
      "target(6,7) Expected: 0 0.000\n",
      "target(6,8) Expected: 0 0.000\n",
      "target(6,9) Expected: 0 0.000\n",
      "target(7,0) Expected: 0 0.000\n",
      "target(7,1) Expected: 0 0.000\n",
      "target(7,2) Expected: 0 0.000\n",
      "target(7,3) Expected: 0 0.000\n",
      "target(7,4) Expected: 0 0.000\n",
      "target(7,5) Expected: 0 0.000\n",
      "target(7,6) Expected: 1 1.000\n",
      "target(7,7) Expected: 0 0.000\n",
      "target(7,8) Expected: 0 0.000\n",
      "target(7,9) Expected: 0 0.000\n",
      "target(8,0) Expected: 0 0.000\n",
      "target(8,1) Expected: 0 0.000\n",
      "target(8,2) Expected: 0 0.000\n",
      "target(8,3) Expected: 0 0.000\n",
      "target(8,4) Expected: 0 0.000\n",
      "target(8,5) Expected: 0 0.000\n",
      "target(8,6) Expected: 0 0.000\n",
      "target(8,7) Expected: 1 1.000\n",
      "target(8,8) Expected: 0 0.000\n",
      "target(8,9) Expected: 0 0.000\n",
      "target(9,0) Expected: 0 0.000\n",
      "target(9,1) Expected: 0 0.000\n",
      "target(9,2) Expected: 0 0.000\n",
      "target(9,3) Expected: 0 0.000\n",
      "target(9,4) Expected: 0 0.000\n",
      "target(9,5) Expected: 0 0.000\n",
      "target(9,6) Expected: 0 0.000\n",
      "target(9,7) Expected: 0 0.000\n",
      "target(9,8) Expected: 1 1.000\n",
      "target(9,9) Expected: 0 0.000\n",
      "----------------------------\n",
      "target(X_0,X_1)\n",
      "weight is 0.9999247789382935\n",
      "target(X_0,X_1) -> succ(X_1,X_0),succ(X_1,X_0)\n",
      "None\n",
      "----------------------------\n",
      "--------------------\n",
      "\n"
     ]
    }
   ],
   "source": [
    "'''For testing DILP\n",
    "'''\n",
    "from src.core import Term, Atom\n",
    "from src.ilp import Language_Frame, Program_Template, Rule_Template\n",
    "from src.dilp import DILP\n",
    "import tensorflow as tf\n",
    "tf.enable_eager_execution()\n",
    "\n",
    "\n",
    "def prdecessor():\n",
    "    B = [Atom([Term(False, '0')], 'zero')] + \\\n",
    "        [Atom([Term(False, str(i)), Term(False, str(i + 1))], 'succ')\n",
    "         for i in range(0, 9)]\n",
    "\n",
    "    P = [Atom([Term(False, str(i + 1)), Term(False, str(i))], 'target')\n",
    "         for i in range(0, 9)]\n",
    "    N = []\n",
    "    for i in range(0, 10):\n",
    "        for j in range(0, 10):\n",
    "            if j != i + 1:\n",
    "                N.append(\n",
    "                    Atom([Term(False, str(j)), Term(False, str(i))], 'target'))\n",
    "    term_x_0 = Term(True, 'X_0')\n",
    "    term_x_1 = Term(True, 'X_1')\n",
    "\n",
    "    p_e = [Atom([term_x_0], 'zero'), Atom([term_x_0, term_x_1], 'succ')]\n",
    "    p_a = []\n",
    "\n",
    "    target = Atom([term_x_0, term_x_1], 'target')\n",
    "    # target_rule = (Rule_Template(0, False), Rule_Template(1, True))\n",
    "    target_rule = (Rule_Template(0, False), None)\n",
    "    rules = {target: target_rule}\n",
    "    constants = [str(i) for i in range(0, 10)]\n",
    "\n",
    "    langage_frame = Language_Frame(target, p_e, constants)\n",
    "    program_template = Program_Template(p_a, rules, 10)\n",
    "    dilp = DILP(langage_frame, B, P, N, program_template)\n",
    "    dilp.train()\n",
    "\n",
    "\n",
    "prdecessor()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
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