graph calcu.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Graph Calcu"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "collapsed": true
   },
   "outputs": [
    {
     "ename": "TypeError",
     "evalue": "__init__() got an unexpected keyword argument 'shape'",
     "output_type": "error",
     "traceback": [
      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[0;31mTypeError\u001b[0m                                 Traceback (most recent call last)",
      "\u001b[0;32m<ipython-input-2-1dc0c88e3855>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[1;32m      4\u001b[0m \u001b[0mg1\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mtf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mGraph\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      5\u001b[0m \u001b[0;32mwith\u001b[0m \u001b[0mg1\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mas_default\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 6\u001b[0;31m     \u001b[0mv\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mtf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget_variable\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"v\"\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0minitializer\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mtf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mzeros_initializer\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mshape\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m      7\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      8\u001b[0m \u001b[0;31m#define a variable v in g2\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;31mTypeError\u001b[0m: __init__() got an unexpected keyword argument 'shape'"
     ]
    }
   ],
   "source": [
    "import tensorflow as tf\n",
    "\n",
    "#define a variable v in g1\n",
    "g1=tf.Graph()\n",
    "with g1.as_default():\n",
    "    v=tf.get_variable(\"v\",initializer=tf.zeros_initializer(shape=[1]))\n",
    "\n",
    "#define a variable v in g2\n",
    "g2=tf.Graph()\n",
    "with g2.as_default():\n",
    "    v=tf.get_variable(\"v\",initializer=tf.ones_initializer(shape=[1]))\n",
    "    \n",
    "#get v in g1\n",
    "with tf.Session(graph=g1) as sess:\n",
    "    tf.initializer_all_variables().run()\n",
    "    with tf.variable_scope(\"\",reuse=True):\n",
    "        print(sess.run(tf.get_variable(\"v\")))\n",
    "        \n",
    "#get v in g2\n",
    "with tf.Session(graph=g2) as sess:\n",
    "    tf.initializer_all_variables().run()\n",
    "    with tf.variable_scope(\"\",reuse=True):\n",
    "        print(sess.run(tf.get_variable(\"v\")))\n",
    "        \n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Tensor(\"add:0\", shape=(2,), dtype=float32)\n"
     ]
    }
   ],
   "source": [
    "import tensorflow as tf\n",
    "\n",
    "a=tf.constant([1.0,2.0],name=\"a\")\n",
    "b=tf.constant([2.0,3.0],name=\"b\")\n",
    "\n",
    "result=tf.add(a,b,name=\"add\")\n",
    "print(result)\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "#create a session\n",
    "sess=tf.Session()\n",
    "\n",
    "sess.run()\n",
    "sess.close()\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "#creat a sess and use python to assis it\n",
    "with tf.Session() as sess:\n",
    "    \n",
    "    sess.run(..)\n",
    "#this time we donot need use\"sess.close()\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[ 3.  5.]\n"
     ]
    }
   ],
   "source": [
    "sess=tf.Session()\n",
    "\n",
    "with sess.as_default():\n",
    "    print(result.eval())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[ 3.  5.]\n",
      "[ 3.  5.]\n"
     ]
    }
   ],
   "source": [
    "sess=tf.Session()\n",
    "print(sess.run(result))\n",
    "print(result.eval(session=sess))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "config=tf.ConfigProto(allow_soft_placement=True,log_device_placement=True)\n",
    "\n",
    "sess1=tf.InteractiveSession(config=config)\n",
    "sess2=tf.Session(config=config)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[[ 3.95757794]]\n"
     ]
    }
   ],
   "source": [
    "#define a net just forward\n",
    "import tensorflow as tf\n",
    "\n",
    "w1=tf.Variable(tf.random_normal([2,3],stddev=1,seed=1))\n",
    "w2=tf.Variable(tf.random_normal([3,1],stddev=1,seed=1))\n",
    "\n",
    "x=tf.constant([[0.7,0.9]])\n",
    "\n",
    "a=tf.matmul(x,w1)\n",
    "y=tf.matmul(a,w2)\n",
    "\n",
    "sess=tf.Session()\n",
    "\n",
    "sess.run(w1.initializer)\n",
    "sess.run(w2.initializer)\n",
    "\n",
    "print(sess.run(y))\n",
    "sess.close()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "#another way to initialize all variable one time\n",
    "init_op=tf.initializer_all_variables()\n",
    "sess.run(init_op)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[[ 0.05991599]]\n"
     ]
    }
   ],
   "source": [
    "import tensorflow as tf\n",
    "\n",
    "w1=tf.Variable(tf.random_normal([2,3],stddev=1))\n",
    "w2=tf.Variable(tf.random_normal([3,1],stddev=1))\n",
    "\n",
    "x=tf.placeholder(tf.float32,shape=(1,2),name=\"input\")\n",
    "a=tf.matmul(x,w1)\n",
    "y=tf.matmul(a,w2)\n",
    "\n",
    "sess=tf.Session()\n",
    "init_op=tf.global_variables_initializer()\n",
    "#init_op=tf.initialize_all_variables()\n",
    "sess.run(init_op)\n",
    "\n",
    "#print(sess.run(y))\n",
    "\n",
    "print(sess.run(y,feed_dict={x:[[0.7,0.9]]}))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[[-0.81131822  1.48459876  0.06532937]\n",
      " [-2.4427042   0.0992484   0.59122431]]\n",
      "[[-0.81131822]\n",
      " [ 1.48459876]\n",
      " [ 0.06532937]]\n",
      "After 0 training step(s), cross entropy on all data is 0.0674925\n",
      "After 1000 training step(s), cross entropy on all data is 0.0163385\n",
      "After 2000 training step(s), cross entropy on all data is 0.00907547\n",
      "After 3000 training step(s), cross entropy on all data is 0.00714436\n",
      "After 4000 training step(s), cross entropy on all data is 0.00578471\n",
      "\n",
      "\n",
      "[[-1.96182752  2.58235407  1.68203771]\n",
      " [-3.46817183  1.06982315  2.11788988]]\n",
      "[[-1.82471502]\n",
      " [ 2.68546653]\n",
      " [ 1.41819501]]\n"
     ]
    }
   ],
   "source": [
    "#define an example to solve two classes\n",
    "import tensorflow as tf\n",
    "\n",
    "from numpy.random import RandomState\n",
    "\n",
    "batch_size=8\n",
    "\n",
    "#define parameter\n",
    "w1=tf.Variable(tf.random_normal([2,3],stddev=1,seed=1))\n",
    "w2=tf.Variable(tf.random_normal([3,1],stddev=1,seed=1))\n",
    "\n",
    "#\n",
    "x=tf.placeholder(tf.float32,shape=(None,2),name='x-input')\n",
    "y_=tf.placeholder(tf.float32,shape=(None,1),name='y-input')\n",
    "\n",
    "#define forward net\n",
    "a=tf.matmul(x,w1)\n",
    "y=tf.matmul(a,w2)\n",
    "\n",
    "#define loss function and  banckword \n",
    "cross_entropy=-tf.reduce_mean(y_*tf.log(tf.clip_by_value(y,1e-10,1.0)))\n",
    "train_step=tf.train.AdamOptimizer(0.001).minimize(cross_entropy)\n",
    "\n",
    "#generate a set\n",
    "rdm=RandomState(1)\n",
    "dataset_size=128\n",
    "X=rdm.rand(dataset_size,2)\n",
    "Y=[[int(x1+x2<1)]for(x1,x2) in X]\n",
    "\n",
    "#create a session\n",
    "with tf.Session() as sess:\n",
    "    #init_op=tf.initialize_all_variables()\n",
    "    init_op=tf.global_variables_initializer()\n",
    "    sess.run(init_op)\n",
    "    print(sess.run(w1))\n",
    "    print(sess.run(w2))\n",
    "    \n",
    "    STEPS=5000\n",
    "    for i in range(STEPS):\n",
    "        start=(i*batch_size)%dataset_size\n",
    "        end=min(start+batch_size,dataset_size)\n",
    "    \n",
    "        sess.run(train_step,feed_dict={x:X[start:end], y_:Y[start:end]})\n",
    "    \n",
    "        if i%1000==0:\n",
    "            total_cross_entropy=sess.run(cross_entropy,feed_dict={x:X,y_:Y})\n",
    "            print(\"After %d training step(s), cross entropy on all data is %g\"%(i,total_cross_entropy))\n",
    "    print('\\n')\n",
    "    print(sess.run(w1))\n",
    "    print(sess.run(w2))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "#define activate function\n",
    "a=tf.nn.relu(tf.matmul(x,w1)+biases1)\n",
    "y=tf.nn.relu(tf.matmul(a,w2)+biases2)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "#define cross-entropy\n",
    "cross_entropy=-tf.reduce_mean(y_*tf.log(tf.clip_by_value(y,1e-10,1.0)))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "v=tf.constant([[1.0,2.0,3.0],[4.0,5.0,6.0]])\n",
    "print(tf.clip_by_value(v,2.5,4.5).eval())\n",
    "#expected output is:[[2.5,2.5,3.][4,4.5,4.5]]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Tensor(\"mul_11:0\", shape=(2, 2), dtype=float32)\n",
      "Tensor(\"MatMul_14:0\", shape=(2, 2), dtype=float32)\n"
     ]
    }
   ],
   "source": [
    "v1=tf.constant([[1.0,2.0],[3.0,4.0]])\n",
    "v2=tf.constant([[5.0,6.0],[7.0,8.0]])\n",
    "\n",
    "print(v1*v2)\n",
    "\n",
    "print(tf.matmul(v1,v2))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "v=tf.constant([[1.0,2.0,3.0],[4.0,5.0,6.0]])\n",
    "print(tf.reduce_mean(v).eval())\n",
    "#expected out is 3.5\n",
    "\n",
    "\n",
    "\n",
    "#multil\n",
    "cross_entropy=tf.nn.softmax_cross_entropy_with_logits(y,y_)\n",
    "\n",
    "#\n",
    "mse=tf.reduce_mean(tf.square(y_-y))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "#define a loss function\n",
    "loss=tf.reduce_sum(tf.where(tf.greater(v1,v2),(v1-v2)*a,(v2-v1)*b))\n",
    "\n",
    "#when the first is true, select two,otherwise select three\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[False False  True  True]\n",
      "[ 4.  3.  3.  4.]\n"
     ]
    }
   ],
   "source": [
    "import tensorflow as tf\n",
    "v1=tf.constant([1.0,2.0,3.0,4.0])\n",
    "v2=tf.constant([4.0,3.0,2.0,1.0])\n",
    "\n",
    "sess=tf.InteractiveSession()\n",
    "print(tf.greater(v1,v2).eval())\n",
    "\n",
    "print(tf.where(tf.greater(v1,v2),v1,v2).eval())\n",
    "\n",
    "sess.close()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {
    "collapsed": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[[-0.81031823]\n",
      " [ 1.4855988 ]]\n",
      "[[-0.8093366]\n",
      " [ 1.4865911]]\n",
      "[[-0.80838311]\n",
      " [ 1.48758912]]\n",
      "[[-0.80742168]\n",
      " [ 1.48854196]]\n",
      "[[-0.80644417]\n",
      " [ 1.4894979 ]]\n",
      "[[-0.80545688]\n",
      " [ 1.49047196]]\n",
      "[[-0.80446237]\n",
      " [ 1.49145281]]\n",
      "[[-0.8034634 ]\n",
      " [ 1.49243844]]\n",
      "[[-0.80245554]\n",
      " [ 1.49342489]]\n",
      "[[-0.80146426]\n",
      " [ 1.49441588]]\n",
      "[[-0.80048096]\n",
      " [ 1.49542165]]\n",
      "[[-0.79950386]\n",
      " [ 1.4964081 ]]\n",
      "[[-0.79850495]\n",
      " [ 1.49741769]]\n",
      "[[-0.79752892]\n",
      " [ 1.49840248]]\n",
      "[[-0.79654419]\n",
      " [ 1.4994123 ]]\n",
      "[[-0.79556257]\n",
      " [ 1.50043571]]\n",
      "[[-0.79462433]\n",
      " [ 1.50143182]]\n",
      "[[-0.79369748]\n",
      " [ 1.50242686]]\n",
      "[[-0.79274493]\n",
      " [ 1.50342429]]\n",
      "[[-0.79180086]\n",
      " [ 1.50438201]]\n",
      "[[-0.79083252]\n",
      " [ 1.50532436]]\n",
      "[[-0.78985554]\n",
      " [ 1.50629151]]\n",
      "[[-0.78887033]\n",
      " [ 1.50725818]]\n",
      "[[-0.78787929]\n",
      " [ 1.50822437]]\n",
      "[[-0.78687394]\n",
      " [ 1.50918674]]\n",
      "[[-0.78588563]\n",
      " [ 1.51015079]]\n",
      "[[-0.78490686]\n",
      " [ 1.51113391]]\n",
      "[[-0.7839362 ]\n",
      " [ 1.51209509]]\n",
      "[[-0.78293514]\n",
      " [ 1.51309192]]\n",
      "[[-0.7819587 ]\n",
      " [ 1.51406181]]\n",
      "[[-0.78097296]\n",
      " [ 1.51506674]]\n",
      "[[-0.77999133]\n",
      " [ 1.51609015]]\n",
      "[[-0.77905494]\n",
      " [ 1.51708424]]\n",
      "[[-0.77813309]\n",
      " [ 1.51807654]]\n",
      "[[-0.77718365]\n",
      " [ 1.51907122]]\n",
      "[[-0.77624506]\n",
      " [ 1.5200237 ]]\n",
      "[[-0.77527946]\n",
      " [ 1.52095795]]\n",
      "[[-0.77430487]\n",
      " [ 1.52191913]]\n",
      "[[-0.77332139]\n",
      " [ 1.52287865]]\n",
      "[[-0.77233142]\n",
      " [ 1.52383661]]\n",
      "[[-0.77132487]\n",
      " [ 1.52478945]]\n",
      "[[-0.77033693]\n",
      " [ 1.52574313]]\n",
      "[[-0.76935965]\n",
      " [ 1.52671778]]\n",
      "[[-0.76839161]\n",
      " [ 1.5276686 ]]\n",
      "[[-0.76738876]\n",
      " [ 1.52865994]]\n",
      "[[-0.7664125 ]\n",
      " [ 1.52962244]]\n",
      "[[-0.76542616]\n",
      " [ 1.53062487]]\n",
      "[[-0.76444453]\n",
      " [ 1.53164828]]\n",
      "[[-0.76351053]\n",
      " [ 1.53264046]]\n",
      "[[-0.76259267]\n",
      " [ 1.53363061]]\n",
      "[[-0.7616455 ]\n",
      " [ 1.53462315]]\n",
      "[[-0.76071036]\n",
      " [ 1.53557146]]\n",
      "[[-0.75974637]\n",
      " [ 1.5365001 ]]\n",
      "[[-0.75877297]\n",
      " [ 1.53745723]]\n",
      "[[-0.75779021]\n",
      " [ 1.53841221]]\n",
      "[[-0.75680059]\n",
      " [ 1.53936517]]\n",
      "[[-0.75579304]\n",
      " [ 1.54031241]]\n",
      "[[-0.75480515]\n",
      " [ 1.54126012]]\n",
      "[[-0.75382864]\n",
      " [ 1.54223001]]\n",
      "[[-0.75286204]\n",
      " [ 1.54317486]]\n",
      "[[-0.75185806]\n",
      " [ 1.54416323]]\n",
      "[[-0.75088191]\n",
      " [ 1.54512143]]\n",
      "[[-0.74989522]\n",
      " [ 1.54612231]]\n",
      "[[-0.74891359]\n",
      " [ 1.54714572]]\n",
      "[[-0.74798131]\n",
      " [ 1.54813671]]\n",
      "[[-0.74706608]\n",
      " [ 1.54912543]]\n",
      "[[-0.74612039]\n",
      " [ 1.55011666]]\n",
      "[[-0.74518746]\n",
      " [ 1.55106211]]\n",
      "[[-0.74422449]\n",
      " [ 1.55198705]]\n",
      "[[-0.7432518 ]\n",
      " [ 1.55294156]]\n",
      "[[-0.74226946]\n",
      " [ 1.55389369]]\n",
      "[[-0.74128002]\n",
      " [ 1.55484354]]\n",
      "[[-0.74027181]\n",
      " [ 1.55578732]]\n",
      "[[-0.73928392]\n",
      " [ 1.55673146]]\n",
      "[[-0.73830789]\n",
      " [ 1.55769837]]\n",
      "[[-0.73734224]\n",
      " [ 1.55863953]]\n",
      "[[-0.73633748]\n",
      " [ 1.55962586]]\n",
      "[[-0.7353614 ]\n",
      " [ 1.56058133]]\n",
      "[[-0.73437452]\n",
      " [ 1.56158125]]\n",
      "[[-0.73339289]\n",
      " [ 1.56260467]]\n",
      "[[-0.73246169]\n",
      " [ 1.56359482]]\n",
      "[[-0.73154819]\n",
      " [ 1.56458259]]\n",
      "[[-0.73060346]\n",
      " [ 1.56557298]]\n",
      "[[-0.72967196]\n",
      " [ 1.56651664]]\n",
      "[[-0.72870964]\n",
      " [ 1.5674392 ]]\n",
      "[[-0.72773743]\n",
      " [ 1.56839192]]\n",
      "[[-0.72675532]\n",
      " [ 1.56934226]]\n",
      "[[-0.72576594]\n",
      " [ 1.57029009]]\n",
      "[[-0.72475725]\n",
      " [ 1.57123148]]\n",
      "[[-0.72377568]\n",
      " [ 1.57215166]]\n",
      "[[-0.72280562]\n",
      " [ 1.57309747]]\n",
      "[[-0.72184557]\n",
      " [ 1.57401896]]\n",
      "[[-0.72084475]\n",
      " [ 1.57498896]]\n",
      "[[-0.71987271]\n",
      " [ 1.57592905]]\n",
      "[[-0.71888918]\n",
      " [ 1.57691646]]\n",
      "[[-0.71791065]\n",
      " [ 1.5779295 ]]\n",
      "[[-0.71698302]\n",
      " [ 1.57890987]]\n",
      "[[-0.71607316]\n",
      " [ 1.57988894]]\n",
      "[[-0.71513128]\n",
      " [ 1.58087158]]\n",
      "[[-0.7142027 ]\n",
      " [ 1.58180761]]\n",
      "[[-0.71324247]\n",
      " [ 1.5827229 ]]\n",
      "[[-0.71227944]\n",
      " [ 1.5836432 ]]\n",
      "[[-0.71130532]\n",
      " [ 1.58456445]]\n",
      "[[-0.71032292]\n",
      " [ 1.58548629]]\n",
      "[[-0.70931995]\n",
      " [ 1.58640444]]\n",
      "[[-0.70835108]\n",
      " [ 1.5872798 ]]\n",
      "[[-0.70739251]\n",
      " [ 1.58818626]]\n",
      "[[-0.70644295]\n",
      " [ 1.58907211]]\n",
      "[[-0.70545053]\n",
      " [ 1.59001172]]\n",
      "[[-0.70448637]\n",
      " [ 1.59092426]]\n",
      "[[-0.70350957]\n",
      " [ 1.59188843]]\n",
      "[[-0.70253706]\n",
      " [ 1.59288168]]\n",
      "[[-0.70161539]\n",
      " [ 1.59384418]]\n",
      "[[-0.70071113]\n",
      " [ 1.59480762]]\n",
      "[[-0.69977379]\n",
      " [ 1.59577668]]\n",
      "[[-0.69884944]\n",
      " [ 1.59670019]]\n",
      "[[-0.69789249]\n",
      " [ 1.59760416]]\n",
      "[[-0.69693232]\n",
      " [ 1.59851456]]\n",
      "[[-0.69596058]\n",
      " [ 1.59942722]]\n",
      "[[-0.69498008]\n",
      " [ 1.60034168]]\n",
      "[[-0.69397837]\n",
      " [ 1.60125327]]\n",
      "[[-0.69301087]\n",
      " [ 1.60212255]]\n",
      "[[-0.69206274]\n",
      " [ 1.60299361]]\n",
      "[[-0.69113004]\n",
      " [ 1.60382175]]\n",
      "[[-0.69015187]\n",
      " [ 1.60471129]]\n",
      "[[-0.68920064]\n",
      " [ 1.60557878]]\n",
      "[[-0.68823516]\n",
      " [ 1.60650432]]\n",
      "[[-0.68727267]\n",
      " [ 1.60746419]]\n",
      "[[-0.68636036]\n",
      " [ 1.60839677]]\n",
      "[[-0.68546462]\n",
      " [ 1.60933399]]\n",
      "[[-0.6845423 ]\n",
      " [ 1.61025572]]\n",
      "[[-0.68363148]\n",
      " [ 1.61113656]]\n",
      "[[-0.68268603]\n",
      " [ 1.61200249]]\n",
      "[[-0.68173593]\n",
      " [ 1.61287951]]\n",
      "[[-0.6807729 ]\n",
      " [ 1.61376274]]\n",
      "[[-0.67979991]\n",
      " [ 1.61465132]]\n",
      "[[-0.67880434]\n",
      " [ 1.61554039]]\n",
      "[[-0.67784822]\n",
      " [ 1.61637008]]\n",
      "[[-0.67691028]\n",
      " [ 1.61720622]]\n",
      "[[-0.67598671]\n",
      " [ 1.61800277]]\n",
      "[[-0.67501593]\n",
      " [ 1.61886561]]\n",
      "[[-0.67407137]\n",
      " [ 1.61970937]]\n",
      "[[-0.67312127]\n",
      " [ 1.6205864 ]]\n",
      "[[-0.67217243]\n",
      " [ 1.62150443]]\n",
      "[[-0.67127252]\n",
      " [ 1.62239981]]\n",
      "[[-0.67038792]\n",
      " [ 1.62330461]]\n",
      "[[-0.66947514]\n",
      " [ 1.62419784]]\n",
      "[[-0.66857278]\n",
      " [ 1.62505329]]\n",
      "[[-0.66763437]\n",
      " [ 1.62589693]]\n",
      "[[-0.66669029]\n",
      " [ 1.62675476]]\n",
      "[[-0.6657322 ]\n",
      " [ 1.62762165]]\n",
      "[[-0.66476327]\n",
      " [ 1.62849653]]\n",
      "[[-0.66377085]\n",
      " [ 1.62937391]]\n",
      "[[-0.6628176 ]\n",
      " [ 1.63019311]]\n",
      "[[-0.66188216]\n",
      " [ 1.63102067]]\n",
      "[[-0.66096073]\n",
      " [ 1.63180959]]\n",
      "[[-0.65999109]\n",
      " [ 1.6326673 ]]\n",
      "[[-0.65904754]\n",
      " [ 1.63350689]]\n",
      "[[-0.65809804]\n",
      " [ 1.63438141]]\n",
      "[[-0.65715867]\n",
      " [ 1.63527036]]\n",
      "[[-0.65626746]\n",
      " [ 1.63614011]]\n",
      "[[-0.65539056]\n",
      " [ 1.63702297]]\n",
      "[[-0.65448427]\n",
      " [ 1.63789713]]\n",
      "[[-0.65358758]\n",
      " [ 1.63873577]]\n",
      "[[-0.65265369]\n",
      " [ 1.63956487]]\n",
      "[[-0.65171337]\n",
      " [ 1.64041078]]\n",
      "[[-0.65075833]\n",
      " [ 1.6412679 ]]\n",
      "[[-0.64979172]\n",
      " [ 1.6421349 ]]\n",
      "[[-0.64880085]\n",
      " [ 1.64300621]]\n",
      "[[-0.64784896]\n",
      " [ 1.64381993]]\n",
      "[[-0.64691466]\n",
      " [ 1.64464331]]\n",
      "[[-0.64599413]\n",
      " [ 1.64542878]]\n",
      "[[-0.6450246 ]\n",
      " [ 1.64628518]]\n",
      "[[-0.64409286]\n",
      " [ 1.64709163]]\n",
      "[[-0.64315367]\n",
      " [ 1.64793777]]\n",
      "[[-0.64222336]\n",
      " [ 1.64880228]]\n",
      "[[-0.64134037]\n",
      " [ 1.64965069]]\n",
      "[[-0.6404708 ]\n",
      " [ 1.65051532]]\n",
      "[[-0.63957059]\n",
      " [ 1.65137386]]\n",
      "[[-0.63867927]\n",
      " [ 1.65219879]]\n",
      "[[-0.63774967]\n",
      " [ 1.65301621]]\n",
      "[[-0.63681293]\n",
      " [ 1.65385258]]\n",
      "[[-0.63586068]\n",
      " [ 1.65470207]]\n",
      "[[-0.63489628]\n",
      " [ 1.65556312]]\n",
      "[[-0.63390684]\n",
      " [ 1.65642989]]\n",
      "[[-0.63295627]\n",
      " [ 1.65723968]]\n",
      "[[-0.63202298]\n",
      " [ 1.65806031]]\n",
      "[[-0.63110322]\n",
      " [ 1.65884364]]\n",
      "[[-0.63013375]\n",
      " [ 1.65969968]]\n",
      "[[-0.62920201]\n",
      " [ 1.66050601]]\n",
      "[[-0.62826252]\n",
      " [ 1.66135323]]\n",
      "[[-0.62733179]\n",
      " [ 1.66221964]]\n",
      "[[-0.62644845]\n",
      " [ 1.66307032]]\n",
      "[[-0.62557846]\n",
      " [ 1.66393793]]\n",
      "[[-0.62467754]\n",
      " [ 1.66479981]]\n",
      "[[-0.62378544]\n",
      " [ 1.66562796]]\n",
      "[[-0.62285465]\n",
      " [ 1.66644895]]\n",
      "[[-0.62191659]\n",
      " [ 1.66728938]]\n",
      "[[-0.62096286]\n",
      " [ 1.66814339]]\n",
      "[[-0.61999679]\n",
      " [ 1.66900933]]\n",
      "[[-0.61900544]\n",
      " [ 1.66988111]]\n",
      "[[-0.61805308]\n",
      " [ 1.67069554]]\n",
      "[[-0.61711812]\n",
      " [ 1.67152119]]\n",
      "[[-0.61619675]\n",
      " [ 1.67230916]]\n",
      "[[-0.61522526]\n",
      " [ 1.6731708 ]]\n",
      "[[-0.61429167]\n",
      " [ 1.67398238]]\n",
      "[[-0.61335027]\n",
      " [ 1.67483532]]\n",
      "[[-0.61242896]\n",
      " [ 1.67567492]]\n",
      "[[-0.61155415]\n",
      " [ 1.67650199]]\n",
      "[[-0.61069173]\n",
      " [ 1.67734933]]\n",
      "[[-0.60979718]\n",
      " [ 1.67819357]]\n",
      "[[-0.60891068]\n",
      " [ 1.67900634]]\n",
      "[[-0.60798448]\n",
      " [ 1.67981398]]\n",
      "[[-0.6070503 ]\n",
      " [ 1.68064332]]\n",
      "[[-0.60609972]\n",
      " [ 1.68148816]]\n",
      "[[-0.60513616]\n",
      " [ 1.6823467 ]]\n",
      "[[-0.60414666]\n",
      " [ 1.68321276]]\n",
      "[[-0.60319591]\n",
      " [ 1.68402207]]\n",
      "[[-0.60226226]\n",
      " [ 1.68484378]]\n",
      "[[-0.6013419 ]\n",
      " [ 1.68562853]]\n",
      "[[-0.60037076]\n",
      " [ 1.68648875]]\n",
      "[[-0.59943748]\n",
      " [ 1.68729925]]\n",
      "[[-0.59849614]\n",
      " [ 1.68815231]]\n",
      "[[-0.59757471]\n",
      " [ 1.6889925 ]]\n",
      "[[-0.59669983]\n",
      " [ 1.68982065]]\n",
      "[[-0.59583724]\n",
      " [ 1.69066989]]\n",
      "[[-0.59494221]\n",
      " [ 1.6915164 ]]\n",
      "[[-0.59405512]\n",
      " [ 1.69233155]]\n",
      "[[-0.59312803]\n",
      " [ 1.69314182]]\n",
      "[[-0.59220558]\n",
      " [ 1.69394112]]\n",
      "[[-0.59126526]\n",
      " [ 1.69475985]]\n",
      "[[-0.59031057]\n",
      " [ 1.69559574]]\n",
      "[[-0.58933228]\n",
      " [ 1.69643259]]\n",
      "[[-0.58839154]\n",
      " [ 1.6972158 ]]\n",
      "[[-0.58746672]\n",
      " [ 1.69801486]]\n",
      "[[-0.58655411]\n",
      " [ 1.69877946]]\n",
      "[[-0.58558941]\n",
      " [ 1.69962335]]\n",
      "[[-0.58466178]\n",
      " [ 1.70041919]]\n",
      "[[-0.58372521]\n",
      " [ 1.70126033]]\n",
      "[[-0.58280796]\n",
      " [ 1.70209038]]\n",
      "[[-0.58193678]\n",
      " [ 1.70290995]]\n",
      "[[-0.58107734]\n",
      " [ 1.7037524 ]]\n",
      "[[-0.58018482]\n",
      " [ 1.70459354]]\n",
      "[[-0.57929981]\n",
      " [ 1.70540416]]\n",
      "[[-0.57837415]\n",
      " [ 1.70621109]]\n",
      "[[-0.57745278]\n",
      " [ 1.70700788]]\n",
      "[[-0.57651305]\n",
      " [ 1.70782518]]\n",
      "[[-0.5755586 ]\n",
      " [ 1.70866072]]\n",
      "[[-0.57458013]\n",
      " [ 1.70949793]]\n",
      "[[-0.57364053]\n",
      " [ 1.71027768]]\n",
      "[[-0.57271653]\n",
      " [ 1.71107447]]\n",
      "[[-0.57180452]\n",
      " [ 1.71183729]]\n",
      "[[-0.57083982]\n",
      " [ 1.71268094]]\n",
      "[[-0.56991214]\n",
      " [ 1.7134769 ]]\n",
      "[[-0.56897521]\n",
      " [ 1.71431923]]\n",
      "[[-0.56805754]\n",
      " [ 1.71515095]]\n",
      "[[-0.56718594]\n",
      " [ 1.71597254]]\n",
      "[[-0.56633562]\n",
      " [ 1.71679342]]\n",
      "[[-0.56545091]\n",
      " [ 1.71761584]]\n",
      "[[-0.56457275]\n",
      " [ 1.71841002]]\n",
      "[[-0.56365281]\n",
      " [ 1.71920276]]\n",
      "[[-0.56273639]\n",
      " [ 1.71998739]]\n",
      "[[-0.56180078]\n",
      " [ 1.72079468]]\n",
      "[[-0.56084973]\n",
      " [ 1.72162199]]\n",
      "[[-0.55987394]\n",
      " [ 1.72245252]]\n",
      "[[-0.55893666]\n",
      " [ 1.72322631]]\n",
      "[[-0.5580219 ]\n",
      " [ 1.72400105]]\n",
      "[[-0.55711806]\n",
      " [ 1.72474444]]\n",
      "[[-0.55616009]\n",
      " [ 1.72557211]]\n",
      "[[-0.55523843]\n",
      " [ 1.72635388]]\n",
      "[[-0.55430663]\n",
      " [ 1.72718465]]\n",
      "[[-0.55339336]\n",
      " [ 1.7280066 ]]\n",
      "[[-0.5525257 ]\n",
      " [ 1.72881997]]\n",
      "[[-0.55167884]\n",
      " [ 1.72963417]]\n",
      "[[-0.55079687]\n",
      " [ 1.73045135]]\n",
      "[[-0.54992098]\n",
      " [ 1.73124111]]\n",
      "[[-0.54900265]\n",
      " [ 1.73203051]]\n",
      "[[-0.54808748]\n",
      " [ 1.73281264]]\n",
      "[[-0.5471527]\n",
      " [ 1.7336185]]\n",
      "[[-0.54620206]\n",
      " [ 1.73444545]]\n",
      "[[-0.54522628]\n",
      " [ 1.73527634]]\n",
      "[[-0.54428887]\n",
      " [ 1.73605061]]\n",
      "[[-0.54337394]\n",
      " [ 1.73682642]]\n",
      "[[-0.54246974]\n",
      " [ 1.737571  ]]\n",
      "[[-0.541511  ]\n",
      " [ 1.73840129]]\n",
      "[[-0.5405885 ]\n",
      " [ 1.73918557]]\n",
      "[[-0.53965569]\n",
      " [ 1.74001968]]\n",
      "[[-0.53874135]\n",
      " [ 1.7408452 ]]\n",
      "[[-0.53787267]\n",
      " [ 1.74166238]]\n",
      "[[-0.5370248 ]\n",
      " [ 1.74248064]]\n",
      "[[-0.53614157]\n",
      " [ 1.74330211]]\n",
      "[[-0.53526437]\n",
      " [ 1.74409616]]\n",
      "[[-0.53434455]\n",
      " [ 1.74488997]]\n",
      "[[-0.53342783]\n",
      " [ 1.74567664]]\n",
      "[[-0.53249133]\n",
      " [ 1.74648738]]\n",
      "[[-0.5315389 ]\n",
      " [ 1.74731946]]\n",
      "[[-0.53056115]\n",
      " [ 1.74815559]]\n",
      "[[-0.5296219 ]\n",
      " [ 1.74893475]]\n",
      "[[-0.52870518]\n",
      " [ 1.74971557]]\n",
      "[[-0.52779919]\n",
      " [ 1.75046492]]\n",
      "[[-0.52683842]\n",
      " [ 1.75130069]]\n",
      "[[-0.52591401]\n",
      " [ 1.75209022]]\n",
      "[[-0.52497923]\n",
      " [ 1.75293005]]\n",
      "[[-0.52406299]\n",
      " [ 1.75376117]]\n",
      "[[-0.52319258]\n",
      " [ 1.75458384]]\n",
      "[[-0.52234304]\n",
      " [ 1.75540769]]\n",
      "[[-0.52145803]\n",
      " [ 1.75623477]]\n",
      "[[-0.5205791 ]\n",
      " [ 1.75703418]]\n",
      "[[-0.51965731]\n",
      " [ 1.75783336]]\n",
      "[[-0.51873869]\n",
      " [ 1.75862539]]\n",
      "[[-0.51780021]\n",
      " [ 1.75944161]]\n",
      "[[-0.5168457 ]\n",
      " [ 1.76027942]]\n",
      "[[-0.5158658 ]\n",
      " [ 1.76112127]]\n",
      "[[-0.51492459]\n",
      " [ 1.76190579]]\n",
      "[[-0.51400596]\n",
      " [ 1.76269186]]\n",
      "[[-0.51309812]\n",
      " [ 1.76344621]]\n",
      "[[-0.51213527]\n",
      " [ 1.76428771]]\n",
      "[[-0.51120889]\n",
      " [ 1.7650826 ]]\n",
      "[[-0.51027215]\n",
      " [ 1.76592815]]\n",
      "[[-0.509354  ]\n",
      " [ 1.76676488]]\n",
      "[[-0.50848186]\n",
      " [ 1.76759315]]\n",
      "[[-0.50763065]\n",
      " [ 1.76842248]]\n",
      "[[-0.50674385]\n",
      " [ 1.76925504]]\n",
      "[[-0.50586319]\n",
      " [ 1.7700597 ]]\n",
      "[[-0.50493956]\n",
      " [ 1.77086413]]\n",
      "[[-0.50401908]\n",
      " [ 1.77166128]]\n",
      "[[-0.5030787 ]\n",
      " [ 1.77248287]]\n",
      "[[-0.50212228]\n",
      " [ 1.77332604]]\n",
      "[[-0.50114036]\n",
      " [ 1.77417338]]\n",
      "[[-0.50019723]\n",
      " [ 1.7749629 ]]\n",
      "[[-0.49927679]\n",
      " [ 1.77575397]]\n",
      "[[-0.49836719]\n",
      " [ 1.7765131 ]]\n",
      "[[-0.49740243]\n",
      " [ 1.77735996]]\n",
      "[[-0.49647427]\n",
      " [ 1.77815986]]\n",
      "[[-0.4955357 ]\n",
      " [ 1.77901077]]\n",
      "[[-0.49461582]\n",
      " [ 1.77985275]]\n",
      "[[-0.49374208]\n",
      " [ 1.78068614]]\n",
      "[[-0.49288931]\n",
      " [ 1.78152061]]\n",
      "[[-0.49200091]\n",
      " [ 1.78235829]]\n",
      "[[-0.49111864]\n",
      " [ 1.78316796]]\n",
      "[[-0.49019331]\n",
      " [ 1.78397727]]\n",
      "[[-0.48927113]\n",
      " [ 1.78477919]]\n",
      "[[-0.48832902]\n",
      " [ 1.78560567]]\n",
      "[[-0.48737085]\n",
      " [ 1.78645396]]\n",
      "[[-0.4863871 ]\n",
      " [ 1.78730631]]\n",
      "[[-0.48544228]\n",
      " [ 1.78810048]]\n",
      "[[-0.4845202]\n",
      " [ 1.7888962]]\n",
      "[[-0.48360899]\n",
      " [ 1.78965974]]\n",
      "[[-0.48264244]\n",
      " [ 1.79051161]]\n",
      "[[-0.48171264]\n",
      " [ 1.79131615]]\n",
      "[[-0.48078582]\n",
      " [ 1.79214251]]\n",
      "[[-0.47987637]\n",
      " [ 1.79296291]]\n",
      "[[-0.47901195]\n",
      " [ 1.79377735]]\n",
      "[[-0.4781675 ]\n",
      " [ 1.79459536]]\n",
      "[[-0.47728631]\n",
      " [ 1.79541886]]\n",
      "[[-0.47641036]\n",
      " [ 1.79621601]]\n",
      "[[-0.47549042]\n",
      " [ 1.79701459]]\n",
      "[[-0.47457293]\n",
      " [ 1.79780734]]\n",
      "[[-0.47363478]\n",
      " [ 1.7986263 ]]\n",
      "[[-0.47267991]\n",
      " [ 1.7994684 ]]\n",
      "[[-0.47169888]\n",
      " [ 1.80031574]]\n",
      "[[-0.47075641]\n",
      " [ 1.8011055 ]]\n",
      "[[-0.46983632]\n",
      " [ 1.80189776]]\n",
      "[[-0.46892676]\n",
      " [ 1.80265856]]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[[-0.46796134]\n",
      " [ 1.803509  ]]\n",
      "[[-0.46703246]\n",
      " [ 1.80431247]]\n",
      "[[-0.4661063 ]\n",
      " [ 1.80513859]]\n",
      "[[-0.46519732]\n",
      " [ 1.80595922]]\n",
      "[[-0.4643333 ]\n",
      " [ 1.80677438]]\n",
      "[[-0.46348909]\n",
      " [ 1.80759346]]\n",
      "[[-0.46260786]\n",
      " [ 1.80841839]]\n",
      "[[-0.46173176]\n",
      " [ 1.80921721]]\n",
      "[[-0.46081138]\n",
      " [ 1.81001782]]\n",
      "[[-0.45989332]\n",
      " [ 1.81081283]]\n",
      "[[-0.45895445]\n",
      " [ 1.81163442]]\n",
      "[[-0.45799872]\n",
      " [ 1.81247962]]\n",
      "[[-0.45701665]\n",
      " [ 1.81333029]]\n",
      "[[-0.45607316]\n",
      " [ 1.81412315]]\n",
      "[[-0.45515203]\n",
      " [ 1.81491864]]\n",
      "[[-0.45424142]\n",
      " [ 1.81568253]]\n",
      "[[-0.45327473]\n",
      " [ 1.8165369 ]]\n",
      "[[-0.45234463]\n",
      " [ 1.81734407]]\n",
      "[[-0.45141721]\n",
      " [ 1.81817412]]\n",
      "[[-0.45050699]\n",
      " [ 1.81899869]]\n",
      "[[-0.44964769]\n",
      " [ 1.81980479]]\n",
      "[[-0.44880766]\n",
      " [ 1.82061625]]\n",
      "[[-0.44792995]\n",
      " [ 1.82143486]]\n",
      "[[-0.44705686]\n",
      " [ 1.82222831]]\n",
      "[[-0.44613892]\n",
      " [ 1.82302451]]\n",
      "[[-0.44522291]\n",
      " [ 1.82381594]]\n",
      "[[-0.44428566]\n",
      " [ 1.82463503]]\n",
      "[[-0.44333118]\n",
      " [ 1.82547855]]\n",
      "[[-0.44235182]\n",
      " [ 1.82632375]]\n",
      "[[-0.44141069]\n",
      " [ 1.82711172]]\n",
      "[[-0.44049159]\n",
      " [ 1.82790339]]\n",
      "[[-0.43958265]\n",
      " [ 1.82866406]]\n",
      "[[-0.43861714]\n",
      " [ 1.82951653]]\n",
      "[[-0.43768802]\n",
      " [ 1.83032227]]\n",
      "[[-0.43676132]\n",
      " [ 1.8311516 ]]\n",
      "[[-0.43585163]\n",
      " [ 1.83197606]]\n",
      "[[-0.43499279]\n",
      " [ 1.83278239]]\n",
      "[[-0.43415305]\n",
      " [ 1.83359456]]\n",
      "[[-0.43327537]\n",
      " [ 1.83441424]]\n",
      "[[-0.43240219]\n",
      " [ 1.83520889]]\n",
      "[[-0.43148389]\n",
      " [ 1.83600676]]\n",
      "[[-0.43056744]\n",
      " [ 1.8368001 ]]\n",
      "[[-0.42962956]\n",
      " [ 1.83762145]]\n",
      "[[-0.42867431]\n",
      " [ 1.8384676 ]]\n",
      "[[-0.42769402]\n",
      " [ 1.83931565]]\n",
      "[[-0.426752  ]\n",
      " [ 1.84010637]]\n",
      "[[-0.42583197]\n",
      " [ 1.8409009 ]]\n",
      "[[-0.42493862]\n",
      " [ 1.84162879]]\n",
      "[[-0.42398676]\n",
      " [ 1.84245288]]\n",
      "[[-0.42306983]\n",
      " [ 1.84323323]]\n",
      "[[-0.42215395]\n",
      " [ 1.84404027]]\n",
      "[[-0.42125386]\n",
      " [ 1.84484506]]\n",
      "[[-0.42041692]\n",
      " [ 1.84560645]]\n",
      "[[-0.41959682]\n",
      " [ 1.84637868]]\n",
      "[[-0.41873652]\n",
      " [ 1.84716296]]\n",
      "[[-0.41787884]\n",
      " [ 1.84792602]]\n",
      "[[-0.41697416]\n",
      " [ 1.84869587]]\n",
      "[[-0.41606978]\n",
      " [ 1.84946442]]\n",
      "[[-0.41515273]\n",
      " [ 1.85024416]]\n",
      "[[-0.41421592]\n",
      " [ 1.8510536 ]]\n",
      "[[-0.41325191]\n",
      " [ 1.85186911]]\n",
      "[[-0.41232443]\n",
      " [ 1.85263062]]\n",
      "[[-0.41141737]\n",
      " [ 1.8533994 ]]\n",
      "[[-0.41053557]\n",
      " [ 1.85410404]]\n",
      "[[-0.40959367]\n",
      " [ 1.85490859]]\n",
      "[[-0.40868559]\n",
      " [ 1.85567141]]\n",
      "[[-0.40777746]\n",
      " [ 1.85646343]]\n",
      "[[-0.40688419]\n",
      " [ 1.85725522]]\n",
      "[[-0.40605339]\n",
      " [ 1.85800505]]\n",
      "[[-0.40523869]\n",
      " [ 1.85876739]]\n",
      "[[-0.40438294]\n",
      " [ 1.85954332]]\n",
      "[[-0.40352917]\n",
      " [ 1.86029923]]\n",
      "[[-0.40262768]\n",
      " [ 1.86106312]]\n",
      "[[-0.40172598]\n",
      " [ 1.86182678]]\n",
      "[[-0.40081111]\n",
      " [ 1.86260259]]\n",
      "[[-0.399876  ]\n",
      " [ 1.86340916]]\n",
      "[[-0.39893156]\n",
      " [ 1.86418521]]\n",
      "[[-0.39802155]\n",
      " [ 1.86491132]]\n",
      "[[-0.39713004]\n",
      " [ 1.86564875]]\n",
      "[[-0.39626208]\n",
      " [ 1.86632526]]\n",
      "[[-0.39533216]\n",
      " [ 1.86710572]]\n",
      "[[-0.39443475]\n",
      " [ 1.86784708]]\n",
      "[[-0.39353597]\n",
      " [ 1.86862051]]\n",
      "[[-0.39265093]\n",
      " [ 1.86939609]]\n",
      "[[-0.39182749]\n",
      " [ 1.87013149]]\n",
      "[[-0.39101925]\n",
      " [ 1.87088144]]\n",
      "[[-0.39016899]\n",
      " [ 1.87164688]]\n",
      "[[-0.38931996]\n",
      " [ 1.87239361]]\n",
      "[[-0.38842234]\n",
      " [ 1.87314987]]\n",
      "[[-0.38752386]\n",
      " [ 1.87390709]]\n",
      "[[-0.38661164]\n",
      " [ 1.87467766]]\n",
      "[[-0.38567862]\n",
      " [ 1.87548029]]\n",
      "[[-0.38473576]\n",
      " [ 1.87625301]]\n",
      "[[-0.38382706]\n",
      " [ 1.87697637]]\n",
      "[[-0.38293654]\n",
      " [ 1.87771177]]\n",
      "[[-0.38206932]\n",
      " [ 1.8783865 ]]\n",
      "[[-0.38113964]\n",
      " [ 1.87916648]]\n",
      "[[-0.38024229]\n",
      " [ 1.87990773]]\n",
      "[[-0.37936184]\n",
      " [ 1.88064754]]\n",
      "[[-0.3784931 ]\n",
      " [ 1.88139343]]\n",
      "[[-0.3776843 ]\n",
      " [ 1.88210237]]\n",
      "[[-0.37688905]\n",
      " [ 1.88282907]]\n",
      "[[-0.37605011]\n",
      " [ 1.88357425]]\n",
      "[[-0.37521103]\n",
      " [ 1.88430309]]\n",
      "[[-0.37432194]\n",
      " [ 1.88504386]]\n",
      "[[-0.37343091]\n",
      " [ 1.88578761]]\n",
      "[[-0.37252507]\n",
      " [ 1.88654673]]\n",
      "[[-0.37159744]\n",
      " [ 1.88733971]]\n",
      "[[-0.37065914]\n",
      " [ 1.8881042 ]]\n",
      "[[-0.3697544 ]\n",
      " [ 1.88882017]]\n",
      "[[-0.36886725]\n",
      " [ 1.88954961]]\n",
      "[[-0.36800289]\n",
      " [ 1.89021897]]\n",
      "[[-0.36709467]\n",
      " [ 1.89095879]]\n",
      "[[-0.36622211]\n",
      " [ 1.89165103]]\n",
      "[[-0.36536372]\n",
      " [ 1.89234734]]\n",
      "[[-0.36451459]\n",
      " [ 1.89305472]]\n",
      "[[-0.36373699]\n",
      " [ 1.89370203]]\n",
      "[[-0.36297414]\n",
      " [ 1.89436626]]\n",
      "[[-0.36216384]\n",
      " [ 1.89505589]]\n",
      "[[-0.36135027]\n",
      " [ 1.89573526]]\n",
      "[[-0.36048362]\n",
      " [ 1.89643216]]\n",
      "[[-0.35961244]\n",
      " [ 1.89713705]]\n",
      "[[-0.35872406]\n",
      " [ 1.89786196]]\n",
      "[[-0.35781175]\n",
      " [ 1.89862514]]\n",
      "[[-0.35688686]\n",
      " [ 1.89936316]]\n",
      "[[-0.35599399]\n",
      " [ 1.90005553]]\n",
      "[[-0.35511729]\n",
      " [ 1.90076435]]\n",
      "[[-0.35426211]\n",
      " [ 1.90141535]]\n",
      "[[-0.35336167]\n",
      " [ 1.90213978]]\n",
      "[[-0.35249594]\n",
      " [ 1.90281832]]\n",
      "[[-0.35164344]\n",
      " [ 1.90350294]]\n",
      "[[-0.35079935]\n",
      " [ 1.90420043]]\n",
      "[[-0.35002628]\n",
      " [ 1.9048388 ]]\n",
      "[[-0.3492673 ]\n",
      " [ 1.90549564]]\n",
      "[[-0.34846005]\n",
      " [ 1.90617943]]\n",
      "[[-0.34764892]\n",
      " [ 1.90685403]]\n",
      "[[-0.34678397]\n",
      " [ 1.90754724]]\n",
      "[[-0.34591401]\n",
      " [ 1.9082495 ]]\n",
      "[[-0.3450264 ]\n",
      " [ 1.90897274]]\n",
      "[[-0.34411436]\n",
      " [ 1.90973532]]\n",
      "[[-0.34318936]\n",
      " [ 1.91047323]]\n",
      "[[-0.34229618]\n",
      " [ 1.91116571]]\n",
      "[[-0.34141898]\n",
      " [ 1.91187537]]\n",
      "[[-0.34056318]\n",
      " [ 1.91252708]]\n",
      "[[-0.33966169]\n",
      " [ 1.91325331]]\n",
      "[[-0.33879483]\n",
      " [ 1.91393363]]\n",
      "[[-0.33794111]\n",
      " [ 1.91462052]]\n",
      "[[-0.33709568]\n",
      " [ 1.91532063]]\n",
      "[[-0.33632138]\n",
      " [ 1.9159615 ]]\n",
      "[[-0.3355611 ]\n",
      " [ 1.91662121]]\n",
      "[[-0.33475226]\n",
      " [ 1.91730833]]\n",
      "[[-0.33393943]\n",
      " [ 1.91798627]]\n",
      "[[-0.33307248]\n",
      " [ 1.91868329]]\n",
      "[[-0.33220044]\n",
      " [ 1.91938961]]\n",
      "[[-0.3313106 ]\n",
      " [ 1.92011714]]\n",
      "[[-0.33041388]\n",
      " [ 1.92085075]]\n",
      "[[-0.32950228]\n",
      " [ 1.92156303]]\n",
      "[[-0.32862097]\n",
      " [ 1.92223263]]\n",
      "[[-0.3277542 ]\n",
      " [ 1.92292237]]\n",
      "[[-0.32690755]\n",
      " [ 1.92355633]]\n",
      "[[-0.32601377]\n",
      " [ 1.92426777]]\n",
      "[[-0.32515371]\n",
      " [ 1.92493498]]\n",
      "[[-0.32430583]\n",
      " [ 1.92561054]]\n",
      "[[-0.32346541]\n",
      " [ 1.92630124]]\n",
      "[[-0.32269558]\n",
      " [ 1.92693365]]\n",
      "[[-0.32193911]\n",
      " [ 1.92758644]]\n",
      "[[-0.32113326]\n",
      " [ 1.92826807]]\n",
      "[[-0.32032281]\n",
      " [ 1.92894161]]\n",
      "[[-0.31945753]\n",
      " [ 1.92963529]]\n",
      "[[-0.31858665]\n",
      " [ 1.93033922]]\n",
      "[[-0.3176975 ]\n",
      " [ 1.93106544]]\n",
      "[[-0.31680104]\n",
      " [ 1.93179858]]\n",
      "[[-0.3158893 ]\n",
      " [ 1.93251073]]\n",
      "[[-0.31500769]\n",
      " [ 1.93318045]]\n",
      "[[-0.31414038]\n",
      " [ 1.93387103]]\n",
      "[[-0.31329304]\n",
      " [ 1.9345057 ]]\n",
      "[[-0.3123982 ]\n",
      " [ 1.93521905]]\n",
      "[[-0.31153697]\n",
      " [ 1.93588805]]\n",
      "[[-0.31068781]\n",
      " [ 1.936566  ]]\n",
      "[[-0.30986565]\n",
      " [ 1.93722558]]\n",
      "[[-0.30911228]\n",
      " [ 1.93783009]]\n",
      "[[-0.30837041]\n",
      " [ 1.93845844]]\n",
      "[[-0.30757722]\n",
      " [ 1.93911886]]\n",
      "[[-0.30677786]\n",
      " [ 1.9397738 ]]\n",
      "[[-0.30592203]\n",
      " [ 1.9404515 ]]\n",
      "[[-0.30505931]\n",
      " [ 1.94114172]]\n",
      "[[-0.30417711]\n",
      " [ 1.94185627]]\n",
      "[[-0.30328658]\n",
      " [ 1.94257951]]\n",
      "[[-0.30237979]\n",
      " [ 1.9432832 ]]\n",
      "[[-0.30150244]\n",
      " [ 1.94394553]]\n",
      "[[-0.30063871]\n",
      " [ 1.94463015]]\n",
      "[[-0.29979435]\n",
      " [ 1.94525969]]\n",
      "[[-0.29890171]\n",
      " [ 1.94596946]]\n",
      "[[-0.2980423 ]\n",
      " [ 1.94663548]]\n",
      "[[-0.29719451]\n",
      " [ 1.94731128]]\n",
      "[[-0.2963734 ]\n",
      " [ 1.94796944]]\n",
      "[[-0.29562095]\n",
      " [ 1.94857264]]\n",
      "[[-0.29487967]\n",
      " [ 1.94920051]]\n",
      "[[-0.29408658]\n",
      " [ 1.94986129]]\n",
      "[[-0.29328701]\n",
      " [ 1.95051706]]\n",
      "[[-0.29243049]\n",
      " [ 1.95119619]]\n",
      "[[-0.29156685]\n",
      " [ 1.95188832]]\n",
      "[[-0.29070592]\n",
      " [ 1.95256424]]\n",
      "[[-0.28983414]\n",
      " [ 1.95325339]]\n",
      "[[-0.28894383]\n",
      " [ 1.9539268 ]]\n",
      "[[-0.28808105]\n",
      " [ 1.95456207]]\n",
      "[[-0.28723019]\n",
      " [ 1.95522308]]\n",
      "[[-0.28639716]\n",
      " [ 1.95583141]]\n",
      "[[-0.28551418]\n",
      " [ 1.95652342]]\n",
      "[[-0.28466326]\n",
      " [ 1.95717371]]\n",
      "[[-0.28382283]\n",
      " [ 1.95783591]]\n",
      "[[-0.28303054]\n",
      " [ 1.95844388]]\n",
      "[[-0.28230402]\n",
      " [ 1.95900202]]\n",
      "[[-0.28158587]\n",
      " [ 1.95959008]]\n",
      "[[-0.28081304]\n",
      " [ 1.96021581]]\n",
      "[[-0.28003138]\n",
      " [ 1.96084046]]\n",
      "[[-0.27919039]\n",
      " [ 1.96149242]]\n",
      "[[-0.27834037]\n",
      " [ 1.96216071]]\n",
      "[[-0.27749136]\n",
      " [ 1.96281564]]\n",
      "[[-0.27662995]\n",
      " [ 1.96348667]]\n",
      "[[-0.27574852]\n",
      " [ 1.96414411]]\n",
      "[[-0.27489352]\n",
      " [ 1.96476531]]\n",
      "[[-0.27404937]\n",
      " [ 1.9654144 ]]\n",
      "[[-0.27322215]\n",
      " [ 1.966012  ]]\n",
      "[[-0.27234381]\n",
      " [ 1.96669567]]\n",
      "[[-0.27149689]\n",
      " [ 1.96733868]]\n",
      "[[-0.2706598 ]\n",
      " [ 1.96799493]]\n",
      "[[-0.26987037]\n",
      " [ 1.96859765]]\n",
      "[[-0.26914638]\n",
      " [ 1.96915102]]\n",
      "[[-0.26843029]\n",
      " [ 1.9697355 ]]\n",
      "[[-0.2676588 ]\n",
      " [ 1.97035885]]\n",
      "[[-0.26687804]\n",
      " [ 1.97098196]]\n",
      "[[-0.26603732]\n",
      " [ 1.9716332 ]]\n",
      "[[-0.26518717]\n",
      " [ 1.9723016 ]]\n",
      "[[-0.26433775]\n",
      " [ 1.97295702]]\n",
      "[[-0.26347557]\n",
      " [ 1.97362912]]\n",
      "[[-0.26259306]\n",
      " [ 1.97428799]]\n",
      "[[-0.26173687]\n",
      " [ 1.97491062]]\n",
      "[[-0.26089138]\n",
      " [ 1.97556186]]\n",
      "[[-0.26006269]\n",
      " [ 1.97616148]]\n",
      "[[-0.25918254]\n",
      " [ 1.97684813]]\n",
      "[[-0.25833377]\n",
      " [ 1.977494  ]]\n",
      "[[-0.25750995]\n",
      " [ 1.97813046]]\n",
      "[[-0.25673234]\n",
      " [ 1.9787153 ]]\n",
      "[[-0.25603232]\n",
      " [ 1.97922981]]\n",
      "[[-0.25533754]\n",
      " [ 1.97977996]]\n",
      "[[-0.2545847 ]\n",
      " [ 1.98037326]]\n",
      "[[-0.25382039]\n",
      " [ 1.98096979]]\n",
      "[[-0.25299391]\n",
      " [ 1.98159778]]\n",
      "[[-0.25215623]\n",
      " [ 1.98224592]]\n",
      "[[-0.25131768]\n",
      " [ 1.98288357]]\n",
      "[[-0.25046495]\n",
      " [ 1.98354042]]\n",
      "[[-0.2495905 ]\n",
      " [ 1.98418593]]\n",
      "[[-0.24874136]\n",
      " [ 1.98479676]]\n",
      "[[-0.24794087]\n",
      " [ 1.98537099]]\n",
      "[[-0.24715243]\n",
      " [ 1.98590147]]\n",
      "[[-0.24630789]\n",
      " [ 1.98652732]]\n",
      "[[-0.24549097]\n",
      " [ 1.9871186 ]]\n",
      "[[-0.24469559]\n",
      " [ 1.98770642]]\n",
      "[[-0.24394348]\n",
      " [ 1.98824751]]\n",
      "[[-0.24326642]\n",
      " [ 1.98872244]]\n",
      "[[-0.24259205]\n",
      " [ 1.98923779]]\n",
      "[[-0.24185705]\n",
      " [ 1.98980057]]\n",
      "[[-0.24110843]\n",
      " [ 1.99037015]]\n",
      "[[-0.24029547]\n",
      " [ 1.99097478]]\n",
      "[[-0.23946956]\n",
      " [ 1.99160266]]\n",
      "[[-0.23864128]\n",
      " [ 1.99222255]]\n",
      "[[-0.23782238]\n",
      " [ 1.99282444]]\n",
      "[[-0.23697791]\n",
      " [ 1.99342108]]\n",
      "[[-0.23615547]\n",
      " [ 1.99398816]]\n",
      "[[-0.23537889]\n",
      " [ 1.99452317]]\n",
      "[[-0.23461169]\n",
      " [ 1.99501836]]\n",
      "[[-0.23378561]\n",
      " [ 1.99561381]]\n",
      "[[-0.23298508]\n",
      " [ 1.99617803]]\n",
      "[[-0.23220418]\n",
      " [ 1.99674201]]\n",
      "[[-0.23146498]\n",
      " [ 1.99726176]]\n",
      "[[-0.23079956]\n",
      " [ 1.99771726]]\n",
      "[[-0.23014942]\n",
      " [ 1.99819183]]\n",
      "[[-0.22943561]\n",
      " [ 1.99871886]]\n",
      "[[-0.22870566]\n",
      " [ 1.99925685]]\n",
      "[[-0.22790883]\n",
      " [ 1.99983394]]\n",
      "[[-0.22711203]\n",
      " [ 2.0004127 ]]\n",
      "[[-0.22630952]\n",
      " [ 2.00098896]]\n",
      "[[-0.22551349]\n",
      " [ 2.0015521 ]]\n",
      "[[-0.22468905]\n",
      " [ 2.0021143 ]]\n",
      "[[-0.22388437]\n",
      " [ 2.0026505 ]]\n",
      "[[-0.22312364]\n",
      " [ 2.00315809]]\n",
      "[[-0.22237039]\n",
      " [ 2.00362873]]\n",
      "[[-0.22155619]\n",
      " [ 2.00420356]]\n",
      "[[-0.22076608]\n",
      " [ 2.00474954]]\n",
      "[[-0.21999431]\n",
      " [ 2.00529742]]\n",
      "[[-0.21926315]\n",
      " [ 2.00580287]]\n",
      "[[-0.218605  ]\n",
      " [ 2.00624537]]\n",
      "[[-0.21796118]\n",
      " [ 2.00670886]]\n",
      "[[-0.21725242]\n",
      " [ 2.00722694]]\n",
      "[[-0.21652661]\n",
      " [ 2.00775743]]\n",
      "[[-0.21573284]\n",
      " [ 2.00832868]]\n",
      "[[-0.21493842]\n",
      " [ 2.00890279]]\n",
      "[[-0.21413766]\n",
      " [ 2.00947523]]\n",
      "[[-0.21334288]\n",
      " [ 2.01003528]]\n",
      "[[-0.21251905]\n",
      " [ 2.01059532]]\n",
      "[[-0.21171464]\n",
      " [ 2.01112986]]\n",
      "[[-0.210954  ]\n",
      " [ 2.01163602]]\n",
      "[[-0.2102005 ]\n",
      " [ 2.01210546]]\n",
      "[[-0.20938545]\n",
      " [ 2.01268077]]\n",
      "[[-0.20859432]\n",
      " [ 2.01322746]]\n",
      "[[-0.20782137]\n",
      " [ 2.01377654]]\n",
      "[[-0.20708899]\n",
      " [ 2.01428318]]\n",
      "[[-0.20642975]\n",
      " [ 2.01472664]]\n",
      "[[-0.20578472]\n",
      " [ 2.01519156]]\n",
      "[[-0.2050743 ]\n",
      " [ 2.01571178]]\n",
      "[[-0.20434658]\n",
      " [ 2.01624489]]\n",
      "[[-0.20355044]\n",
      " [ 2.01681924]]\n",
      "[[-0.20275353]\n",
      " [ 2.01739669]]\n",
      "[[-0.20195016]\n",
      " [ 2.01797271]]\n",
      "[[-0.2011527 ]\n",
      " [ 2.01853633]]\n",
      "[[-0.20032598]\n",
      " [ 2.01910019]]\n",
      "[[-0.1995187 ]\n",
      " [ 2.01963854]]\n",
      "[[-0.19875529]\n",
      " [ 2.02014828]]\n",
      "[[-0.19799903]\n",
      " [ 2.02062106]]\n",
      "[[-0.19719394]\n",
      " [ 2.02117944]]\n",
      "[[-0.19641151]\n",
      " [ 2.02171111]]\n",
      "[[-0.19566277]\n",
      " [ 2.02222061]]\n",
      "[[-0.19495204]\n",
      " [ 2.02269173]]\n",
      "[[-0.19431232]\n",
      " [ 2.023103  ]]\n",
      "[[-0.19371204]\n",
      " [ 2.02349639]]\n",
      "[[-0.19304118]\n",
      " [ 2.0239532 ]]\n",
      "[[-0.19235583]\n",
      " [ 2.02441812]]\n",
      "[[-0.19159704]\n",
      " [ 2.02493215]]\n",
      "[[-0.19083335]\n",
      " [ 2.02545595]]\n",
      "[[-0.19005942]\n",
      " [ 2.02598405]]\n",
      "[[-0.18928809]\n",
      " [ 2.02650523]]\n",
      "[[-0.18848434]\n",
      " [ 2.02703118]]\n",
      "[[-0.18769741]\n",
      " [ 2.02753568]]\n",
      "[[-0.18695217]\n",
      " [ 2.02801538]]\n",
      "[[-0.18621191]\n",
      " [ 2.02846122]]\n",
      "[[-0.18542057]\n",
      " [ 2.02899671]]\n",
      "[[-0.18465026]\n",
      " [ 2.02950788]]\n",
      "[[-0.18391222]\n",
      " [ 2.02999926]]\n",
      "[[-0.18321094]\n",
      " [ 2.03045416]]\n",
      "[[-0.18257974]\n",
      " [ 2.03085065]]\n",
      "[[-0.18198703]\n",
      " [ 2.03123093]]\n",
      "[[-0.18134567]\n",
      " [ 2.03163958]]\n",
      "[[-0.18068643]\n",
      " [ 2.03206158]]\n",
      "[[-0.17995031]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      " [ 2.03253794]]\n",
      "[[-0.17920658]\n",
      " [ 2.0330286 ]]\n",
      "[[-0.17845017]\n",
      " [ 2.03352761]]\n",
      "[[-0.17769419]\n",
      " [ 2.03402281]]\n",
      "[[-0.17690364]\n",
      " [ 2.03452611]]\n",
      "[[-0.17612825]\n",
      " [ 2.03501058]]\n",
      "[[-0.17539322]\n",
      " [ 2.03547239]]\n",
      "[[-0.17466179]\n",
      " [ 2.03590226]]\n",
      "[[-0.1738777 ]\n",
      " [ 2.03642488]]\n",
      "[[-0.1731136 ]\n",
      " [ 2.03692484]]\n",
      "[[-0.17238092]\n",
      " [ 2.03740644]]\n",
      "[[-0.17168429]\n",
      " [ 2.03785253]]\n",
      "[[-0.1710573 ]\n",
      " [ 2.03824091]]\n",
      "[[-0.17046824]\n",
      " [ 2.03861427]]\n",
      "[[-0.16982958]\n",
      " [ 2.03901744]]\n",
      "[[-0.16919264]\n",
      " [ 2.03940296]]\n",
      "[[-0.16847576]\n",
      " [ 2.03984761]]\n",
      "[[-0.16774888]\n",
      " [ 2.04031014]]\n",
      "[[-0.16700716]\n",
      " [ 2.0407846 ]]\n",
      "[[-0.166264 ]\n",
      " [ 2.0412581]]\n",
      "[[-0.16548435]\n",
      " [ 2.04174256]]\n",
      "[[-0.16471845]\n",
      " [ 2.04221034]]\n",
      "[[-0.16399176]\n",
      " [ 2.04265738]]\n",
      "[[-0.16326745]\n",
      " [ 2.04307413]]\n",
      "[[-0.16248907]\n",
      " [ 2.04358625]]\n",
      "[[-0.1617298 ]\n",
      " [ 2.04407716]]\n",
      "[[-0.16100124]\n",
      " [ 2.0445509 ]]\n",
      "[[-0.16030811]\n",
      " [ 2.04499006]]\n",
      "[[-0.15968429]\n",
      " [ 2.04537225]]\n",
      "[[-0.15909795]\n",
      " [ 2.04574013]]\n",
      "[[-0.15846115]\n",
      " [ 2.046139  ]]\n",
      "[[-0.15782554]\n",
      " [ 2.04652095]]\n",
      "[[-0.15710907]\n",
      " [ 2.04696345]]\n",
      "[[-0.15638213]\n",
      " [ 2.04742479]]\n",
      "[[-0.15563987]\n",
      " [ 2.04789853]]\n",
      "[[-0.15489581]\n",
      " [ 2.04837203]]\n",
      "[[-0.15411477]\n",
      " [ 2.04885697]]\n",
      "[[-0.15334727]\n",
      " [ 2.04932547]]\n",
      "[[-0.15261894]\n",
      " [ 2.04977345]]\n",
      "[[-0.1518928 ]\n",
      " [ 2.05019116]]\n",
      "[[-0.15111208]\n",
      " [ 2.05070567]]\n",
      "[[-0.15035039]\n",
      " [ 2.05119896]]\n",
      "[[-0.14961942]\n",
      " [ 2.05167532]]\n",
      "[[-0.14892393]\n",
      " [ 2.05211687]]\n",
      "[[-0.148298  ]\n",
      " [ 2.05250096]]\n",
      "[[-0.14770964]\n",
      " [ 2.05287075]]\n",
      "[[-0.14707044]\n",
      " [ 2.05327225]]\n",
      "[[-0.14643236]\n",
      " [ 2.05365682]]\n",
      "[[-0.14571287]\n",
      " [ 2.05410242]]\n",
      "[[-0.14498278]\n",
      " [ 2.05456734]]\n",
      "[[-0.14423725]\n",
      " [ 2.05504489]]\n",
      "[[-0.14348985]\n",
      " [ 2.0555222 ]]\n",
      "[[-0.14270522]\n",
      " [ 2.0560112 ]]\n",
      "[[-0.14193414]\n",
      " [ 2.05648375]]\n",
      "[[-0.14120242]\n",
      " [ 2.05693555]]\n",
      "[[-0.14047284]\n",
      " [ 2.05735683]]\n",
      "[[-0.13971381]\n",
      " [ 2.05784011]]\n",
      "[[-0.13897131]\n",
      " [ 2.0583055 ]]\n",
      "[[-0.13828704]\n",
      " [ 2.05871439]]\n",
      "[[-0.1376334 ]\n",
      " [ 2.05909538]]\n",
      "[[-0.13704516]\n",
      " [ 2.05942488]]\n",
      "[[-0.13649063]\n",
      " [ 2.05974579]]\n",
      "[[-0.13588123]\n",
      " [ 2.06010389]]\n",
      "[[-0.13526961]\n",
      " [ 2.0604496 ]]\n",
      "[[-0.13457309]\n",
      " [ 2.06086135]]\n",
      "[[-0.1338632 ]\n",
      " [ 2.06129646]]\n",
      "[[-0.13313532]\n",
      " [ 2.06174779]]\n",
      "[[-0.13240337]\n",
      " [ 2.06220222]]\n",
      "[[-0.131632  ]\n",
      " [ 2.06267118]]\n",
      "[[-0.1308725 ]\n",
      " [ 2.06312585]]\n",
      "[[-0.130151  ]\n",
      " [ 2.06356192]]\n",
      "[[-0.12943023]\n",
      " [ 2.06396914]]\n",
      "[[-0.12867853]\n",
      " [ 2.06444097]]\n",
      "[[-0.12794231]\n",
      " [ 2.06489635]]\n",
      "[[-0.12726359]\n",
      " [ 2.06529617]]\n",
      "[[-0.12661476]\n",
      " [ 2.06566906]]\n",
      "[[-0.12603088]\n",
      " [ 2.06599092]]\n",
      "[[-0.12548013]\n",
      " [ 2.0663054 ]]\n",
      "[[-0.1248735 ]\n",
      " [ 2.06665826]]\n",
      "[[-0.12426403]\n",
      " [ 2.06699967]]\n",
      "[[-0.1235686]\n",
      " [ 2.0674088]]\n",
      "[[-0.12285923]\n",
      " [ 2.06784201]]\n",
      "[[-0.12213133]\n",
      " [ 2.06829238]]\n",
      "[[-0.12139894]\n",
      " [ 2.06874633]]\n",
      "[[-0.12062653]\n",
      " [ 2.06921554]]\n",
      "[[-0.11986575]\n",
      " [ 2.06967092]]\n",
      "[[-0.1191429]\n",
      " [ 2.0701077]]\n",
      "[[-0.1184205 ]\n",
      " [ 2.07051587]]\n",
      "[[-0.11769871]\n",
      " [ 2.07094502]]\n",
      "[[-0.11698908]\n",
      " [ 2.0713625 ]]\n",
      "[[-0.11633422]\n",
      " [ 2.07172799]]\n",
      "[[-0.11570667]\n",
      " [ 2.07207012]]\n",
      "[[-0.11514195]\n",
      " [ 2.07236409]]\n",
      "[[-0.11460833]\n",
      " [ 2.07265353]]\n",
      "[[-0.11401644]\n",
      " [ 2.07298493]]\n",
      "[[-0.11341988]\n",
      " [ 2.07330704]]\n",
      "[[-0.11273515]\n",
      " [ 2.07369995]]\n",
      "[[-0.11203493]\n",
      " [ 2.07411933]]\n",
      "[[-0.11131473]\n",
      " [ 2.07455778]]\n",
      "[[-0.11058883]\n",
      " [ 2.07500148]]\n",
      "[[-0.10982158]\n",
      " [ 2.0754621 ]]\n",
      "[[-0.10906506]\n",
      " [ 2.07591009]]\n",
      "[[-0.10834583]\n",
      " [ 2.07634068]]\n",
      "[[-0.10762628]\n",
      " [ 2.07674336]]\n",
      "[[-0.10690664]\n",
      " [ 2.07716823]]\n",
      "[[-0.10619859]\n",
      " [ 2.07758212]]\n",
      "[[-0.10554508]\n",
      " [ 2.07794428]]\n",
      "[[-0.10491852]\n",
      " [ 2.07828355]]\n",
      "[[-0.10435472]\n",
      " [ 2.0785749 ]]\n",
      "[[-0.10385326]\n",
      " [ 2.07881856]]\n",
      "[[-0.10328966]\n",
      " [ 2.07910943]]\n",
      "[[-0.1027182 ]\n",
      " [ 2.07939529]]\n",
      "[[-0.10205518]\n",
      " [ 2.07975674]]\n",
      "[[-0.10137401]\n",
      " [ 2.08014846]]\n",
      "[[-0.10067043]\n",
      " [ 2.08056283]]\n",
      "[[-0.09995904]\n",
      " [ 2.08098531]]\n",
      "[[-0.09920419]\n",
      " [ 2.08142757]]\n",
      "[[-0.09845846]\n",
      " [ 2.08185935]]\n",
      "[[-0.09774873]\n",
      " [ 2.08227563]]\n",
      "[[-0.09703733]\n",
      " [ 2.08266544]]\n",
      "[[-0.09632462]\n",
      " [ 2.08307958]]\n",
      "[[-0.09562246]\n",
      " [ 2.08348393]]\n",
      "[[-0.09497418]\n",
      " [ 2.08383751]]\n",
      "[[-0.09435211]\n",
      " [ 2.08416915]]\n",
      "[[-0.09379236]\n",
      " [ 2.08445358]]\n",
      "[[-0.0932946 ]\n",
      " [ 2.08469081]]\n",
      "[[-0.09273368]\n",
      " [ 2.08497643]]\n",
      "[[-0.09216427]\n",
      " [ 2.08525801]]\n",
      "[[-0.09152897]\n",
      " [ 2.08558083]]\n",
      "[[-0.09087222]\n",
      " [ 2.08593869]]\n",
      "[[-0.09019006]\n",
      " [ 2.08632326]]\n",
      "[[-0.08949747]\n",
      " [ 2.08671951]]\n",
      "[[-0.08875881]\n",
      " [ 2.08713865]]\n",
      "[[-0.08802725]\n",
      " [ 2.08755016]]\n",
      "[[-0.08733005]\n",
      " [ 2.08794832]]\n",
      "[[-0.08662948]\n",
      " [ 2.08832216]]\n",
      "[[-0.08592606]\n",
      " [ 2.08872247]]\n",
      "[[-0.08526534]\n",
      " [ 2.08906913]]\n",
      "[[-0.08465428]\n",
      " [ 2.08937049]]\n",
      "[[-0.0840655]\n",
      " [ 2.0896554]]\n",
      "[[-0.08353574]\n",
      " [ 2.08989739]]\n",
      "[[-0.08306505]\n",
      " [ 2.09009624]]\n",
      "[[-0.08252776]\n",
      " [ 2.09034824]]\n",
      "[[-0.0819792 ]\n",
      " [ 2.09059978]]\n",
      "[[-0.08136187]\n",
      " [ 2.09089637]]\n",
      "[[-0.08072076]\n",
      " [ 2.09123135]]\n",
      "[[-0.08005209]\n",
      " [ 2.09159589]]\n",
      "[[-0.07937115]\n",
      " [ 2.09197474]]\n",
      "[[-0.07864224]\n",
      " [ 2.09237885]]\n",
      "[[-0.07791904]\n",
      " [ 2.09277725]]\n",
      "[[-0.07722913]\n",
      " [ 2.09316397]]\n",
      "[[-0.07653467]\n",
      " [ 2.09352756]]\n",
      "[[-0.07583629]\n",
      " [ 2.09391928]]\n",
      "[[-0.07517993]\n",
      " [ 2.09425807]]\n",
      "[[-0.07457272]\n",
      " [ 2.09455228]]\n",
      "[[-0.07398716]\n",
      " [ 2.09483075]]\n",
      "[[-0.07346032]\n",
      " [ 2.09506702]]\n",
      "[[-0.0729923 ]\n",
      " [ 2.09526038]]\n",
      "[[-0.07245669]\n",
      " [ 2.09550834]]\n",
      "[[-0.07190925]\n",
      " [ 2.09575629]]\n",
      "[[-0.07129215]\n",
      " [ 2.0960505 ]]\n",
      "[[-0.07065071]\n",
      " [ 2.09638405]]\n",
      "[[-0.06998119]\n",
      " [ 2.09674811]]\n",
      "[[-0.06929898]\n",
      " [ 2.09712696]]\n",
      "[[-0.06856821]\n",
      " [ 2.0975318 ]]\n",
      "[[-0.06784293]\n",
      " [ 2.09793115]]\n",
      "[[-0.06715091]\n",
      " [ 2.09831905]]\n",
      "[[-0.0664541 ]\n",
      " [ 2.09868383]]\n",
      "[[-0.06575316]\n",
      " [ 2.09907746]]\n",
      "[[-0.06509434]\n",
      " [ 2.09941792]]\n",
      "[[-0.0644848 ]\n",
      " [ 2.09971333]]\n",
      "[[-0.06389692]\n",
      " [ 2.09999323]]\n",
      "[[-0.06336799]\n",
      " [ 2.10023046]]\n",
      "[[-0.06289814]\n",
      " [ 2.10042453]]\n",
      "[[-0.06236019]\n",
      " [ 2.10067391]]\n",
      "[[-0.06181024]\n",
      " [ 2.10092354]]\n",
      "[[-0.06119012]\n",
      " [ 2.10121989]]\n",
      "[[-0.06054546]\n",
      " [ 2.10155606]]\n",
      "[[-0.05987246]\n",
      " [ 2.10192323]]\n",
      "[[-0.05918666]\n",
      " [ 2.10230541]]\n",
      "[[-0.05845194]\n",
      " [ 2.10271406]]\n",
      "[[-0.05772271]\n",
      " [ 2.10311699]]\n",
      "[[-0.05702689]\n",
      " [ 2.10350847]]\n",
      "[[-0.05632622]\n",
      " [ 2.10387683]]\n",
      "[[-0.05562137]\n",
      " [ 2.10427427]]\n",
      "[[-0.05495887]\n",
      " [ 2.10461783]]\n",
      "[[-0.05434593]\n",
      " [ 2.1049161 ]]\n",
      "[[-0.05375475]\n",
      " [ 2.10519862]]\n",
      "[[-0.05322286]\n",
      " [ 2.10543799]]\n",
      "[[-0.05275039]\n",
      " [ 2.10563374]]\n",
      "[[-0.05220939]\n",
      " [ 2.10588551]]\n",
      "[[-0.05165631]\n",
      " [ 2.10613751]]\n",
      "[[-0.05103264]\n",
      " [ 2.10643697]]\n",
      "[[-0.05038426]\n",
      " [ 2.10677648]]\n",
      "[[-0.04970737]\n",
      " [ 2.10714722]]\n",
      "[[-0.0490176 ]\n",
      " [ 2.10753322]]\n",
      "[[-0.04827862]\n",
      " [ 2.10794592]]\n",
      "[[-0.04754515]\n",
      " [ 2.10835314]]\n",
      "[[-0.0468453 ]\n",
      " [ 2.10874867]]\n",
      "[[-0.04614057]\n",
      " [ 2.10912085]]\n",
      "[[-0.04543163]\n",
      " [ 2.10952234]]\n",
      "[[-0.04476529]\n",
      " [ 2.10986948]]\n",
      "[[-0.0441488 ]\n",
      " [ 2.11017084]]\n",
      "[[-0.04355419]\n",
      " [ 2.11045623]]\n",
      "[[-0.04301923]\n",
      " [ 2.11069798]]\n",
      "[[-0.04254403]\n",
      " [ 2.11089587]]\n",
      "[[-0.04199991]\n",
      " [ 2.11115026]]\n",
      "[[-0.04144364]\n",
      " [ 2.1114049 ]]\n",
      "[[-0.04081636]\n",
      " [ 2.11170745]]\n",
      "[[-0.04016424]\n",
      " [ 2.11205053]]\n",
      "[[-0.03948345]\n",
      " [ 2.11242509]]\n",
      "[[-0.03878971]\n",
      " [ 2.11281514]]\n",
      "[[-0.03804648]\n",
      " [ 2.11323214]]\n",
      "[[-0.03730879]\n",
      " [ 2.11364341]]\n",
      "[[-0.03660493]\n",
      " [ 2.114043  ]]\n",
      "[[-0.03589615]\n",
      " [ 2.11441898]]\n",
      "[[-0.03518315]\n",
      " [ 2.11482453]]\n",
      "[[-0.034513  ]\n",
      " [ 2.11517525]]\n",
      "[[-0.03389299]\n",
      " [ 2.11547971]]\n",
      "[[-0.03329501]\n",
      " [ 2.11576796]]\n",
      "[[-0.032757  ]\n",
      " [ 2.11601233]]\n",
      "[[-0.03227909]\n",
      " [ 2.11621213]]\n",
      "[[-0.03173188]\n",
      " [ 2.11646891]]\n",
      "[[-0.03117247]\n",
      " [ 2.11672616]]\n",
      "[[-0.03054164]\n",
      " [ 2.11703181]]\n",
      "[[-0.02988583]\n",
      " [ 2.11737847]]\n",
      "[[-0.02920121]\n",
      " [ 2.11775684]]\n",
      "[[-0.02850355]\n",
      " [ 2.11815095]]\n",
      "[[-0.02775614]\n",
      " [ 2.11857224]]\n",
      "[[-0.02701432]\n",
      " [ 2.1189878 ]]\n",
      "[[-0.0263065 ]\n",
      " [ 2.11939168]]\n",
      "[[-0.02559376]\n",
      " [ 2.11977148]]\n",
      "[[-0.02487678]\n",
      " [ 2.12018132]]\n",
      "[[-0.02420288]\n",
      " [ 2.12053561]]\n",
      "[[-0.02357942]\n",
      " [ 2.12084317]]\n",
      "[[-0.0229781 ]\n",
      " [ 2.12113452]]\n",
      "[[-0.0224371 ]\n",
      " [ 2.12138128]]\n",
      "[[-0.02195655]\n",
      " [ 2.12158322]]\n",
      "[[-0.02140631]\n",
      " [ 2.12184262]]\n",
      "[[-0.0208438]\n",
      " [ 2.1221025]]\n",
      "[[-0.02020949]\n",
      " [ 2.12241125]]\n",
      "[[-0.01955006]\n",
      " [ 2.12276149]]\n",
      "[[-0.01886167]\n",
      " [ 2.12314367]]\n",
      "[[-0.01816018]\n",
      " [ 2.12354159]]\n",
      "[[-0.01740867]\n",
      " [ 2.12396717]]\n",
      "[[-0.01669917]\n",
      " [ 2.12434173]]\n",
      "[[-0.01602024]\n",
      " [ 2.12470889]]\n",
      "[[-0.01533307]\n",
      " [ 2.12505579]]\n",
      "[[-0.01463869]\n",
      " [ 2.12543678]]\n",
      "[[-0.01398499]\n",
      " [ 2.12576509]]\n",
      "[[-0.01337963]\n",
      " [ 2.12604904]]\n",
      "[[-0.01279439]\n",
      " [ 2.12631917]]\n",
      "[[-0.01226788]\n",
      " [ 2.12654662]]\n",
      "[[-0.01180043]\n",
      " [ 2.12673092]]\n",
      "[[-0.0112613]\n",
      " [ 2.1269753]]\n",
      "[[-0.01070842]\n",
      " [ 2.12722182]]\n",
      "[[-0.01008204]\n",
      " [ 2.12751937]]\n",
      "[[-0.00942927]\n",
      " [ 2.12786007]]\n",
      "[[-0.00874632]\n",
      " [ 2.12823462]]\n",
      "[[-0.00804928]\n",
      " [ 2.12862611]]\n",
      "[[-0.0073011 ]\n",
      " [ 2.12904644]]\n",
      "[[-0.00659441]\n",
      " [ 2.12941623]]\n",
      "[[-0.00591781]\n",
      " [ 2.12977934]]\n",
      "[[-0.0052323]\n",
      " [ 2.1301229]]\n",
      "[[-0.004539  ]\n",
      " [ 2.13050151]]\n",
      "[[-0.00388612]\n",
      " [ 2.13082743]]\n",
      "[[-0.00328141]\n",
      " [ 2.131109  ]]\n",
      "[[-0.00269654]\n",
      " [ 2.13137722]]\n",
      "[[-0.00217037]\n",
      " [ 2.131603  ]]\n",
      "[[ -1.70325686e-03]\n",
      " [  2.13178563e+00]]\n",
      "[[ -1.16378488e-03]\n",
      " [  2.13202929e+00]]\n",
      "[[ -6.10217685e-04]\n",
      " [  2.13227534e+00]]\n",
      "[[  1.74783636e-05]\n",
      " [  2.13257313e+00]]\n",
      "[[  6.46827510e-04]\n",
      " [  2.13288116e+00]]\n",
      "[[  1.30923826e-03]\n",
      " [  2.13322687e+00]]\n",
      "[[  1.98826776e-03]\n",
      " [  2.13359308e+00]]\n",
      "[[ 0.00272094]\n",
      " [ 2.13399148]]\n",
      "[[ 0.00341385]\n",
      " [ 2.13434124]]\n",
      "[[ 0.00405519]\n",
      " [ 2.13465571]]\n",
      "[[ 0.00470938]\n",
      " [ 2.13495541]]\n",
      "[[ 0.00537493]\n",
      " [ 2.13529539]]\n",
      "[[ 0.00600298]\n",
      " [ 2.13558626]]\n",
      "[[ 0.00658543]\n",
      " [ 2.13583636]]\n",
      "[[ 0.00715047]\n",
      " [ 2.13607621]]\n",
      "[[ 0.00765878]\n",
      " [ 2.13627625]]\n",
      "[[ 0.00810976]\n",
      " [ 2.13643551]]\n",
      "[[ 0.00863541]\n",
      " [ 2.13665891]]\n",
      "[[ 0.00917693]\n",
      " [ 2.13688684]]\n",
      "[[ 0.00979453]\n",
      " [ 2.13716912]]\n",
      "[[ 0.01041517]\n",
      " [ 2.13746381]]\n",
      "[[ 0.01107028]\n",
      " [ 2.13779807]]\n",
      "[[ 0.01174322]\n",
      " [ 2.13815451]]\n",
      "[[ 0.01247112]\n",
      " [ 2.1385448 ]]\n",
      "[[ 0.01315991]\n",
      " [ 2.13888717]]\n",
      "[[ 0.01379763]\n",
      " [ 2.13919497]]\n",
      "[[ 0.01444901]\n",
      " [ 2.13948894]]\n",
      "[[ 0.01511247]\n",
      " [ 2.13982439]]\n",
      "[[ 0.01573879]\n",
      " [ 2.14011097]]\n",
      "[[ 0.01631976]\n",
      " [ 2.14035702]]\n",
      "[[ 0.01688372]\n",
      " [ 2.14059353]]\n",
      "[[ 0.01739103]\n",
      " [ 2.14079046]]\n",
      "[[ 0.01784108]\n",
      " [ 2.14094639]]\n",
      "[[ 0.01836657]\n",
      " [ 2.14116788]]\n",
      "[[ 0.01890833]\n",
      " [ 2.14139438]]\n",
      "[[ 0.01952689]\n",
      " [ 2.14167619]]\n",
      "[[ 0.02014874]\n",
      " [ 2.14197063]]\n",
      "[[ 0.02080551]\n",
      " [ 2.14230561]]\n",
      "[[ 0.02148039]\n",
      " [ 2.14266324]]\n",
      "[[ 0.02217779]\n",
      " [ 2.14301372]]\n",
      "[[ 0.02283932]\n",
      " [ 2.14332032]]\n",
      "[[ 0.02345259]\n",
      " [ 2.14359593]]\n",
      "[[ 0.02408242]\n",
      " [ 2.14386106]]\n",
      "[[ 0.02472696]\n",
      " [ 2.144171  ]]\n",
      "[[ 0.02533641]\n",
      " [ 2.14443469]]\n",
      "[[ 0.0259023]\n",
      " [ 2.14466  ]]\n",
      "[[ 0.02645291]\n",
      " [ 2.14487791]]\n",
      "[[ 0.0269482 ]\n",
      " [ 2.14505768]]\n",
      "[[ 0.02738736]\n",
      " [ 2.14519835]]\n",
      "[[ 0.0279038 ]\n",
      " [ 2.14540672]]\n",
      "[[ 0.02843782]\n",
      " [ 2.14562178]]\n",
      "[[ 0.02905023]\n",
      " [ 2.14589381]]\n",
      "[[ 0.02966693]\n",
      " [ 2.14617991]]\n",
      "[[ 0.03031965]\n",
      " [ 2.14650798]]\n",
      "[[ 0.03099139]\n",
      " [ 2.14686012]]\n",
      "[[ 0.03168651]\n",
      " [ 2.14720607]]\n",
      "[[ 0.03234618]\n",
      " [ 2.14750838]]\n",
      "[[ 0.03295787]\n",
      " [ 2.14777994]]\n",
      "[[ 0.03358676]\n",
      " [ 2.14804173]]\n",
      "[[ 0.03423091]\n",
      " [ 2.14834952]]\n",
      "[[ 0.03484018]\n",
      " [ 2.14861107]]\n",
      "[[ 0.035406  ]\n",
      " [ 2.14883423]]\n",
      "[[ 0.03595679]\n",
      " [ 2.14905024]]\n",
      "[[ 0.03645224]\n",
      " [ 2.14922833]]\n",
      "[[ 0.03689151]\n",
      " [ 2.14936709]]\n",
      "[[ 0.03740876]\n",
      " [ 2.14957452]]\n",
      "[[ 0.03794393]\n",
      " [ 2.14978909]]\n",
      "[[ 0.03855814]\n",
      " [ 2.15006161]]\n",
      "[[ 0.03917687]\n",
      " [ 2.15034866]]\n",
      "[[ 0.03983197]\n",
      " [ 2.15067816]]\n",
      "[[ 0.04050637]\n",
      " [ 2.15103197]]\n",
      "[[ 0.04120441]\n",
      " [ 2.15137982]]\n",
      "[[ 0.04186691]\n",
      " [ 2.15168381]]\n",
      "[[ 0.04248124]\n",
      " [ 2.1519568 ]]\n",
      "[[ 0.04311297]\n",
      " [ 2.15222001]]\n",
      "[[ 0.04373662]\n",
      " [ 2.15249872]]\n",
      "[[ 0.04432761]\n",
      " [ 2.1527338 ]]\n",
      "[[ 0.04487706]\n",
      " [ 2.15293312]]\n",
      "[[ 0.04541337]\n",
      " [ 2.15312791]]\n",
      "[[ 0.04589576]\n",
      " [ 2.1532867 ]]\n",
      "[[ 0.04632322]\n",
      " [ 2.15340781]]\n",
      "[[ 0.0468306 ]\n",
      " [ 2.15360022]]\n",
      "[[ 0.04735729]\n",
      " [ 2.15380144]]\n",
      "[[ 0.0479647 ]\n",
      " [ 2.15406275]]\n",
      "[[ 0.04857768]\n",
      " [ 2.15434003]]\n",
      "[[ 0.04922822]\n",
      " [ 2.15466166]]\n",
      "[[ 0.04989901]\n",
      " [ 2.15500879]]\n",
      "[[ 0.05059434]\n",
      " [ 2.15535092]]\n",
      "[[ 0.05125461]\n",
      " [ 2.15564966]]\n",
      "[[ 0.05186704]\n",
      " [ 2.15591812]]\n",
      "[[ 0.05249752]\n",
      " [ 2.15617728]]\n",
      "[[ 0.05312037]\n",
      " [ 2.15645266]]\n",
      "[[ 0.05371082]\n",
      " [ 2.15668464]]\n",
      "[[ 0.05425989]\n",
      " [ 2.15688109]]\n",
      "[[ 0.05479609]\n",
      " [ 2.1570735 ]]\n",
      "[[ 0.05527838]\n",
      " [ 2.1572299 ]]\n",
      "[[ 0.05570571]\n",
      " [ 2.15734863]]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[[ 0.05621369]\n",
      " [ 2.15753984]]\n",
      "[[ 0.05674135]\n",
      " [ 2.15774012]]\n",
      "[[ 0.05735041]\n",
      " [ 2.15800142]]\n",
      "[[ 0.05796528]\n",
      " [ 2.15827918]]\n",
      "[[ 0.0586181]\n",
      " [ 2.158602 ]]\n",
      "[[ 0.05929144]\n",
      " [ 2.15895081]]\n",
      "[[ 0.05998962]\n",
      " [ 2.15929461]]\n",
      "[[ 0.06065264]\n",
      " [ 2.15959477]]\n",
      "[[ 0.06126766]\n",
      " [ 2.15986443]]\n",
      "[[ 0.06190092]\n",
      " [ 2.16012502]]\n",
      "[[ 0.06252661]\n",
      " [ 2.16040206]]\n",
      "[[ 0.06311978]\n",
      " [ 2.16063547]]\n",
      "[[ 0.0636714 ]\n",
      " [ 2.16083288]]\n",
      "[[ 0.06421015]\n",
      " [ 2.16102624]]\n",
      "[[ 0.06469472]\n",
      " [ 2.16118336]]\n",
      "[[ 0.06512405]\n",
      " [ 2.16130257]]\n",
      "[[ 0.06563456]\n",
      " [ 2.16149497]]\n",
      "[[ 0.06616491]\n",
      " [ 2.16169667]]\n",
      "[[ 0.06677717]\n",
      " [ 2.16196012]]\n",
      "[[ 0.0673953 ]\n",
      " [ 2.16224027]]\n",
      "[[ 0.06805163]\n",
      " [ 2.16256571]]\n",
      "[[ 0.06872863]\n",
      " [ 2.16291761]]\n",
      "[[ 0.06943063]\n",
      " [ 2.16326451]]\n",
      "[[ 0.07009729]\n",
      " [ 2.1635673 ]]\n",
      "[[ 0.07071568]\n",
      " [ 2.16383934]]\n",
      "[[ 0.07135244]\n",
      " [ 2.16410208]]\n",
      "[[ 0.0719816]\n",
      " [ 2.1643815]]\n",
      "[[ 0.07257806]\n",
      " [ 2.16461706]]\n",
      "[[ 0.07313273]\n",
      " [ 2.16481638]]\n",
      "[[ 0.07367447]\n",
      " [ 2.16501164]]\n",
      "[[ 0.07416173]\n",
      " [ 2.16517019]]\n",
      "[[ 0.07459345]\n",
      " [ 2.16529059]]\n",
      "[[ 0.07510681]\n",
      " [ 2.16548467]]\n",
      "[[ 0.07564013]\n",
      " [ 2.16568828]]\n",
      "[[ 0.07625583]\n",
      " [ 2.16595411]]\n",
      "[[ 0.07687744]\n",
      " [ 2.16623688]]\n",
      "[[ 0.07753746]\n",
      " [ 2.16656542]]\n",
      "[[ 0.07821828]\n",
      " [ 2.16692066]]\n",
      "[[ 0.07892424]\n",
      " [ 2.1672709 ]]\n",
      "[[ 0.07959465]\n",
      " [ 2.16757655]]\n",
      "[[ 0.08021652]\n",
      " [ 2.16785121]]\n",
      "[[ 0.08085687]\n",
      " [ 2.16811657]]\n",
      "[[ 0.08148957]\n",
      " [ 2.16839886]]\n",
      "[[ 0.08208939]\n",
      " [ 2.16863656]]\n",
      "[[ 0.08264718]\n",
      " [ 2.16883779]]\n",
      "[[ 0.08319196]\n",
      " [ 2.16903472]]\n",
      "[[ 0.08368196]\n",
      " [ 2.16919494]]\n",
      "[[ 0.08411609]\n",
      " [ 2.16931629]]\n",
      "[[ 0.08463233]\n",
      " [ 2.16951227]]\n",
      "[[ 0.08516863]\n",
      " [ 2.16971779]]\n",
      "[[ 0.08578778]\n",
      " [ 2.16998625]]\n",
      "[[ 0.08641287]\n",
      " [ 2.17027164]]\n",
      "[[ 0.08707658]\n",
      " [ 2.17060328]]\n",
      "[[ 0.0877612 ]\n",
      " [ 2.17096186]]\n",
      "[[ 0.08847109]\n",
      " [ 2.17131543]]\n",
      "[[ 0.08914524]\n",
      " [ 2.17162418]]\n",
      "[[ 0.08977058]\n",
      " [ 2.17190146]]\n",
      "[[ 0.09041449]\n",
      " [ 2.17216921]]\n",
      "[[ 0.0910507 ]\n",
      " [ 2.17245412]]\n",
      "[[ 0.09165384]\n",
      " [ 2.17269421]]\n",
      "[[ 0.09221473]\n",
      " [ 2.17289734]]\n",
      "[[ 0.09276252]\n",
      " [ 2.17309618]]\n",
      "[[ 0.09325523]\n",
      " [ 2.17325783]]\n",
      "[[ 0.09369176]\n",
      " [ 2.17338037]]\n",
      "[[ 0.09417117]\n",
      " [ 2.17353344]]\n",
      "[[ 0.09467474]\n",
      " [ 2.17370081]]\n",
      "[[ 0.09526529]\n",
      " [ 2.17393565]]\n",
      "[[ 0.09586503]\n",
      " [ 2.17419124]]\n",
      "[[ 0.09650655]\n",
      " [ 2.17449689]]\n",
      "[[ 0.09713422]\n",
      " [ 2.17479086]]\n",
      "[[ 0.09779345]\n",
      " [ 2.1750865 ]]\n",
      "[[ 0.0984222]\n",
      " [ 2.1753428]]\n",
      "[[ 0.09900676]\n",
      " [ 2.17557287]]\n",
      "[[ 0.09961448]\n",
      " [ 2.17579842]]\n",
      "[[ 0.10021847]\n",
      " [ 2.17604566]]\n",
      "[[ 0.10079277]\n",
      " [ 2.17625165]]\n",
      "[[ 0.1013278 ]\n",
      " [ 2.17642379]]\n",
      "[[ 0.10185258]\n",
      " [ 2.17659521]]\n",
      "[[ 0.10232455]\n",
      " [ 2.17673182]]\n",
      "[[ 0.10274236]\n",
      " [ 2.17683172]]\n",
      "[[ 0.10320546]\n",
      " [ 2.17696476]]\n",
      "[[ 0.10369482]\n",
      " [ 2.17711425]]\n",
      "[[ 0.10427345]\n",
      " [ 2.17733383]]\n",
      "[[ 0.1048629 ]\n",
      " [ 2.17757607]]\n",
      "[[ 0.1054958 ]\n",
      " [ 2.17787051]]\n",
      "[[ 0.10611601]\n",
      " [ 2.17815471]]\n",
      "[[ 0.10676914]\n",
      " [ 2.17844176]]\n",
      "[[ 0.1073926]\n",
      " [ 2.1786902]]\n",
      "[[ 0.10797251]\n",
      " [ 2.17891335]]\n",
      "[[ 0.10857657]\n",
      " [ 2.1791327 ]]\n",
      "[[ 0.1091776 ]\n",
      " [ 2.17937493]]\n",
      "[[ 0.10974945]\n",
      " [ 2.17957616]]\n",
      "[[ 0.11028237]\n",
      " [ 2.17974401]]\n",
      "[[ 0.11077335]\n",
      " [ 2.17987418]]\n",
      "[[ 0.11121488]\n",
      " [ 2.1799736 ]]\n",
      "[[ 0.11160521]\n",
      " [ 2.18003964]]\n",
      "[[ 0.11204414]\n",
      " [ 2.18014264]]\n",
      "[[ 0.11251219]\n",
      " [ 2.18026543]]\n",
      "[[ 0.11307255]\n",
      " [ 2.18046188]]\n",
      "[[ 0.11364598]\n",
      " [ 2.18068385]]\n",
      "[[ 0.11426511]\n",
      " [ 2.18096066]]\n",
      "[[ 0.11487325]\n",
      " [ 2.18122911]]\n",
      "[[ 0.1155161 ]\n",
      " [ 2.18150234]]\n",
      "[[ 0.11613053]\n",
      " [ 2.18173838]]\n",
      "[[ 0.11670242]\n",
      " [ 2.18195009]]\n",
      "[[ 0.11729977]\n",
      " [ 2.18215942]]\n",
      "[[ 0.11789513]\n",
      " [ 2.18239307]]\n",
      "[[ 0.11846206]\n",
      " [ 2.18258643]]\n",
      "[[ 0.11899065]\n",
      " [ 2.18274689]]\n",
      "[[ 0.11947781]\n",
      " [ 2.18287039]]\n",
      "[[ 0.11990983]\n",
      " [ 2.18295789]]\n",
      "[[ 0.12029156]\n",
      " [ 2.18301296]]\n",
      "[[ 0.1207233 ]\n",
      " [ 2.18310666]]\n",
      "[[ 0.12118533]\n",
      " [ 2.18322134]]\n",
      "[[ 0.12171404]\n",
      " [ 2.18337941]]\n",
      "[[ 0.12225945]\n",
      " [ 2.18356729]]\n",
      "[[ 0.12285405]\n",
      " [ 2.18381429]]\n",
      "[[ 0.12344044]\n",
      " [ 2.18405604]]\n",
      "[[ 0.12406435]\n",
      " [ 2.18430543]]\n",
      "[[ 0.12466197]\n",
      " [ 2.18452001]]\n",
      "[[ 0.12521884]\n",
      " [ 2.18471241]]\n",
      "[[ 0.12580322]\n",
      " [ 2.18490458]]\n",
      "[[ 0.12638728]\n",
      " [ 2.18512321]]\n",
      "[[ 0.12694424]\n",
      " [ 2.18530273]]\n",
      "[[ 0.12746398]\n",
      " [ 2.18545079]]\n",
      "[[ 0.12794323]\n",
      " [ 2.18556261]]\n",
      "[[ 0.12836808]\n",
      " [ 2.18563938]]\n",
      "[[ 0.12874331]\n",
      " [ 2.18568468]]\n",
      "[[ 0.12916978]\n",
      " [ 2.18577003]]\n",
      "[[ 0.12962756]\n",
      " [ 2.18587732]]\n",
      "[[ 0.13015319]\n",
      " [ 2.18602943]]\n",
      "[[ 0.13069628]\n",
      " [ 2.1862123 ]]\n",
      "[[ 0.13128948]\n",
      " [ 2.18645549]]\n",
      "[[ 0.13187495]\n",
      " [ 2.18669415]]\n",
      "[[ 0.13249867]\n",
      " [ 2.18694115]]\n",
      "[[ 0.13309635]\n",
      " [ 2.18715334]]\n",
      "[[ 0.1336534 ]\n",
      " [ 2.18734384]]\n",
      "[[ 0.1342385 ]\n",
      " [ 2.18753433]]\n",
      "[[ 0.13482358]\n",
      " [ 2.18775177]]\n",
      "[[ 0.13538164]\n",
      " [ 2.18793011]]\n",
      "[[ 0.13590249]\n",
      " [ 2.18807697]]\n",
      "[[ 0.13638283]\n",
      " [ 2.1881876 ]]\n",
      "[[ 0.13680862]\n",
      " [ 2.18826318]]\n",
      "[[ 0.13718462]\n",
      " [ 2.18830705]]\n",
      "[[ 0.13761237]\n",
      " [ 2.18839145]]\n",
      "[[ 0.13807179]\n",
      " [ 2.18849826]]\n",
      "[[ 0.13859965]\n",
      " [ 2.18865061]]\n",
      "[[ 0.1391452 ]\n",
      " [ 2.18883419]]\n",
      "[[ 0.13974129]\n",
      " [ 2.18907881]]\n",
      "[[ 0.14032969]\n",
      " [ 2.18931866]]\n",
      "[[ 0.14095668]\n",
      " [ 2.18956709]]\n",
      "[[ 0.14155754]\n",
      " [ 2.18978047]]\n",
      "[[ 0.14211757]\n",
      " [ 2.18997192]]\n",
      "[[ 0.14270589]\n",
      " [ 2.19016361]]\n",
      "[[ 0.14329425]\n",
      " [ 2.19038272]]\n",
      "[[ 0.14385547]\n",
      " [ 2.19056225]]\n",
      "[[ 0.14437929]\n",
      " [ 2.19071007]]\n",
      "[[ 0.14486235]\n",
      " [ 2.19082141]]\n",
      "[[ 0.14529055]\n",
      " [ 2.19089723]]\n",
      "[[ 0.14566869]\n",
      " [ 2.1909411 ]]\n",
      "[[ 0.14609893]\n",
      " [ 2.19102597]]\n",
      "[[ 0.14656107]\n",
      " [ 2.1911335 ]]\n",
      "[[ 0.1470921 ]\n",
      " [ 2.19128704]]\n",
      "[[ 0.14760393]\n",
      " [ 2.19143248]]\n",
      "[[ 0.14817038]\n",
      " [ 2.19164348]]\n",
      "[[ 0.14873244]\n",
      " [ 2.19185352]]\n",
      "[[ 0.14933637]\n",
      " [ 2.19207525]]\n",
      "[[ 0.14991669]\n",
      " [ 2.19226456]]\n",
      "[[ 0.15045837]\n",
      " [ 2.19243431]]\n",
      "[[ 0.1510307 ]\n",
      " [ 2.19260669]]\n",
      "[[ 0.15160507]\n",
      " [ 2.19280863]]\n",
      "[[ 0.15215389]\n",
      " [ 2.19297266]]\n",
      "[[ 0.15266667]\n",
      " [ 2.19310641]]\n",
      "[[ 0.15313987]\n",
      " [ 2.19320488]]\n",
      "[[ 0.15355913]\n",
      " [ 2.19326878]]\n",
      "[[ 0.15392916]\n",
      " [ 2.19330168]]\n",
      "[[ 0.15435271]\n",
      " [ 2.19337726]]\n",
      "[[ 0.15480931]\n",
      " [ 2.19347668]]\n",
      "[[ 0.15533613]\n",
      " [ 2.19362354]]\n",
      "[[ 0.15584438]\n",
      " [ 2.19376278]]\n",
      "[[ 0.15640831]\n",
      " [ 2.19396925]]\n",
      "[[ 0.15696843]\n",
      " [ 2.19417524]]\n",
      "[[ 0.15757126]\n",
      " [ 2.19439387]]\n",
      "[[ 0.15815084]\n",
      " [ 2.19458008]]\n",
      "[[ 0.15869194]\n",
      " [ 2.19474721]]\n",
      "[[ 0.15926434]\n",
      " [ 2.1949172 ]]\n",
      "[[ 0.15980038]\n",
      " [ 2.19507623]]\n",
      "[[ 0.1603149]\n",
      " [ 2.1952014]]\n",
      "[[ 0.16079691]\n",
      " [ 2.19529986]]\n",
      "[[ 0.16124247]\n",
      " [ 2.19536638]]\n",
      "[[ 0.16163678]\n",
      " [ 2.19540143]]\n",
      "[[ 0.16198429]\n",
      " [ 2.19540811]]\n",
      "[[ 0.16238818]\n",
      " [ 2.19546032]]\n",
      "[[ 0.16282758]\n",
      " [ 2.19553924]]\n",
      "[[ 0.1633397 ]\n",
      " [ 2.19566798]]\n",
      "[[ 0.16383494]\n",
      " [ 2.19579124]]\n",
      "[[ 0.16438788]\n",
      " [ 2.19598389]]\n",
      "[[ 0.16493846]\n",
      " [ 2.19617772]]\n",
      "[[ 0.16553336]\n",
      " [ 2.19638562]]\n",
      "[[ 0.16610605]\n",
      " [ 2.19656229]]\n",
      "[[ 0.16664107]\n",
      " [ 2.1967206 ]]\n",
      "[[ 0.16720855]\n",
      " [ 2.19688296]]\n",
      "[[ 0.1677403 ]\n",
      " [ 2.19703507]]\n",
      "[[ 0.16825117]\n",
      " [ 2.19715381]]\n",
      "[[ 0.16873001]\n",
      " [ 2.19724655]]\n",
      "[[ 0.16917278]\n",
      " [ 2.19730759]]\n",
      "[[ 0.16956455]\n",
      " [ 2.19733739]]\n",
      "[[ 0.16990972]\n",
      " [ 2.19733906]]\n",
      "[[ 0.17031209]\n",
      " [ 2.19738722]]\n",
      "[[ 0.17075065]\n",
      " [ 2.1974628 ]]\n",
      "[[ 0.17126277]\n",
      " [ 2.19758916]]\n",
      "[[ 0.17175823]\n",
      " [ 2.19771028]]\n",
      "[[ 0.17231208]\n",
      " [ 2.19790196]]\n",
      "[[ 0.17286383]\n",
      " [ 2.19809508]]\n",
      "[[ 0.17346042]\n",
      " [ 2.19830275]]\n",
      "[[ 0.17403488]\n",
      " [ 2.19847894]]\n",
      "[[ 0.17457162]\n",
      " [ 2.19863677]]\n",
      "[[ 0.17514122]\n",
      " [ 2.19879889]]\n",
      "[[ 0.175675  ]\n",
      " [ 2.19895101]]\n",
      "[[ 0.17618792]\n",
      " [ 2.1990695 ]]\n",
      "[[ 0.17666872]\n",
      " [ 2.19916177]]\n",
      "[[ 0.17711334]\n",
      " [ 2.19922233]]\n",
      "[[ 0.17750672]\n",
      " [ 2.19925141]]\n",
      "[[ 0.17785327]\n",
      " [ 2.19925213]]\n",
      "[[ 0.17825751]\n",
      " [ 2.19930005]]\n",
      "[[ 0.17869823]\n",
      " [ 2.19937563]]\n",
      "[[ 0.17921306]\n",
      " [ 2.19950247]]\n",
      "[[ 0.17971121]\n",
      " [ 2.19962406]]\n",
      "[[ 0.18026815]\n",
      " [ 2.19981694]]\n",
      "[[ 0.18082303]\n",
      " [ 2.20001149]]\n",
      "[[ 0.1814231 ]\n",
      " [ 2.20022058]]\n",
      "[[ 0.18200091]\n",
      " [ 2.20039797]]\n",
      "[[ 0.1825408 ]\n",
      " [ 2.20055699]]\n",
      "[[ 0.1831138 ]\n",
      " [ 2.20072055]]\n",
      "[[ 0.18365078]\n",
      " [ 2.20087385]]\n",
      "[[ 0.18416677]\n",
      " [ 2.2009933 ]]\n",
      "[[ 0.18465047]\n",
      " [ 2.20108628]]\n",
      "[[ 0.18509777]\n",
      " [ 2.20114708]]\n",
      "[[ 0.18549351]\n",
      " [ 2.20117617]]\n",
      "[[ 0.18584216]\n",
      " [ 2.20117664]]\n",
      "[[ 0.18624885]\n",
      " [ 2.2012248 ]]\n",
      "[[ 0.1866923 ]\n",
      " [ 2.20130086]]\n",
      "[[ 0.18721034]\n",
      " [ 2.20142889]]\n",
      "[[ 0.18771158]\n",
      " [ 2.20155168]]\n",
      "[[ 0.18823276]\n",
      " [ 2.20170474]]\n",
      "[[ 0.1887558 ]\n",
      " [ 2.20186353]]\n",
      "[[ 0.1893279 ]\n",
      " [ 2.20204091]]\n",
      "[[ 0.18988077]\n",
      " [ 2.20218968]]\n",
      "[[ 0.19039835]\n",
      " [ 2.20232296]]\n",
      "[[ 0.19095184]\n",
      " [ 2.20246339]]\n",
      "[[ 0.1914714 ]\n",
      " [ 2.20259595]]\n",
      "[[ 0.19197193]\n",
      " [ 2.20269656]]\n",
      "[[ 0.19244182]\n",
      " [ 2.20277238]]\n",
      "[[ 0.19287677]\n",
      " [ 2.20281744]]\n",
      "[[ 0.19326134]\n",
      " [ 2.20283222]]\n",
      "[[ 0.19359986]\n",
      " [ 2.20281959]]\n",
      "[[ 0.1939981]\n",
      " [ 2.2028563]]\n",
      "[[ 0.19443443]\n",
      " [ 2.20292258]]\n",
      "[[ 0.1949469 ]\n",
      " [ 2.20304227]]\n",
      "[[ 0.19544335]\n",
      " [ 2.20315766]]\n",
      "[[ 0.19596069]\n",
      " [ 2.20330453]]\n",
      "[[ 0.19648063]\n",
      " [ 2.20345783]]\n",
      "[[ 0.19705063]\n",
      " [ 2.20363069]]\n",
      "[[ 0.19760188]\n",
      " [ 2.20377517]]\n",
      "[[ 0.19811812]\n",
      " [ 2.20390463]]\n",
      "[[ 0.198671  ]\n",
      " [ 2.20404172]]\n",
      "[[ 0.19919014]\n",
      " [ 2.20417142]]\n",
      "[[ 0.19969052]\n",
      " [ 2.20426917]]\n",
      "[[ 0.2001604 ]\n",
      " [ 2.20434237]]\n",
      "[[ 0.20059542]\n",
      " [ 2.2043848 ]]\n",
      "[[ 0.20098001]\n",
      " [ 2.20439696]]\n",
      "[[ 0.20131849]\n",
      " [ 2.2043817 ]]\n",
      "[[ 0.20171732]\n",
      " [ 2.20441675]]\n",
      "[[ 0.20215471]\n",
      " [ 2.2044816 ]]\n",
      "[[ 0.20266892]\n",
      " [ 2.20460057]]\n",
      "[[ 0.20316719]\n",
      " [ 2.20471549]]\n",
      "[[ 0.20364691]\n",
      " [ 2.20482302]]\n",
      "[[ 0.20413336]\n",
      " [ 2.20494127]]\n",
      "[[ 0.20467393]\n",
      " [ 2.20508289]]\n",
      "[[ 0.20519894]\n",
      " [ 2.20519924]]\n",
      "[[ 0.20569168]\n",
      " [ 2.20530319]]\n",
      "[[ 0.20622402]\n",
      " [ 2.20541763]]\n",
      "[[ 0.20672482]\n",
      " [ 2.20552683]]\n",
      "[[ 0.2072089 ]\n",
      " [ 2.20560622]]\n",
      "[[ 0.20766424]\n",
      " [ 2.20566249]]\n",
      "[[ 0.20808624]\n",
      " [ 2.20568967]]\n",
      "[[ 0.20845905]\n",
      " [ 2.20568752]]\n",
      "[[ 0.20878688]\n",
      " [ 2.20565939]]\n",
      "[[ 0.20917675]\n",
      " [ 2.20568299]]\n",
      "[[ 0.20960663]\n",
      " [ 2.20573807]]\n",
      "[[ 0.21011493]\n",
      " [ 2.20584893]]\n",
      "[[ 0.21060809]\n",
      " [ 2.20595646]]\n",
      "[[ 0.21108344]\n",
      " [ 2.20605755]]\n",
      "[[ 0.21156633]\n",
      " [ 2.20617008]]\n",
      "[[ 0.2121044 ]\n",
      " [ 2.20630693]]\n",
      "[[ 0.21262741]\n",
      " [ 2.20641875]]\n",
      "[[ 0.21311849]\n",
      " [ 2.20651865]]\n",
      "[[ 0.21364994]\n",
      " [ 2.20662975]]\n",
      "[[ 0.21415009]\n",
      " [ 2.20673609]]\n",
      "[[ 0.21463381]\n",
      " [ 2.20681262]]\n",
      "[[ 0.21508895]\n",
      " [ 2.20686626]]\n",
      "[[ 0.21551086]\n",
      " [ 2.20689058]]\n",
      "[[ 0.21588352]\n",
      " [ 2.20688581]]\n",
      "[[ 0.21621117]\n",
      " [ 2.20685482]]\n",
      "[[ 0.21660154]\n",
      " [ 2.20687652]]\n",
      "[[ 0.21703239]\n",
      " [ 2.20693016]]\n",
      "[[ 0.21754238]\n",
      " [ 2.20704031]]\n",
      "[[ 0.21803732]\n",
      " [ 2.20714736]]\n",
      "[[ 0.21851449]\n",
      " [ 2.20724797]]\n",
      "[[ 0.21896097]\n",
      " [ 2.20732284]]\n",
      "[[ 0.219467  ]\n",
      " [ 2.20742607]]\n",
      "[[ 0.21996142]\n",
      " [ 2.20750761]]\n",
      "[[ 0.2204269 ]\n",
      " [ 2.20758009]]\n",
      "[[ 0.22093593]\n",
      " [ 2.20766664]]\n",
      "[[ 0.22141603]\n",
      " [ 2.20775104]]\n",
      "[[ 0.22188191]\n",
      " [ 2.20780754]]\n",
      "[[ 0.22232114]\n",
      " [ 2.20784307]]\n",
      "[[ 0.22272879]\n",
      " [ 2.20785093]]\n",
      "[[ 0.22308858]\n",
      " [ 2.20783114]]\n",
      "[[ 0.22340456]\n",
      " [ 2.20778632]]\n",
      "[[ 0.22378507]\n",
      " [ 2.2077961 ]]\n",
      "[[ 0.22420762]\n",
      " [ 2.20783925]]\n",
      "[[ 0.22471099]\n",
      " [ 2.20794058]]\n",
      "[[ 0.22520019]\n",
      " [ 2.20803976]]\n",
      "[[ 0.22567241]\n",
      " [ 2.20813346]]\n",
      "[[ 0.22611456]\n",
      " [ 2.20820165]]\n",
      "[[ 0.2266174 ]\n",
      " [ 2.20829916]]\n",
      "[[ 0.22710922]\n",
      " [ 2.20837545]]\n",
      "[[ 0.22757249]\n",
      " [ 2.2084434 ]]\n",
      "[[ 0.22808014]\n",
      " [ 2.20852613]]\n",
      "[[ 0.22855915]\n",
      " [ 2.20860696]]\n",
      "[[ 0.22902429]\n",
      " [ 2.20866013]]\n",
      "[[ 0.22946297]\n",
      " [ 2.20869255]]\n",
      "[[ 0.22987022]\n",
      " [ 2.20869732]]\n",
      "[[ 0.23022957]\n",
      " [ 2.20867443]]\n",
      "[[ 0.23054512]\n",
      " [ 2.20862651]]\n",
      "[[ 0.2309259 ]\n",
      " [ 2.20863414]]\n",
      "[[ 0.23134923]\n",
      " [ 2.20867562]]\n",
      "[[ 0.23185413]\n",
      " [ 2.208776  ]]\n",
      "[[ 0.23234497]\n",
      " [ 2.20887446]]\n",
      "[[ 0.23281887]\n",
      " [ 2.20896745]]\n",
      "[[ 0.23326266]\n",
      " [ 2.20903516]]\n",
      "[[ 0.23376767]\n",
      " [ 2.20913243]]\n",
      "[[ 0.23426172]\n",
      " [ 2.20920849]]\n",
      "[[ 0.23472713]\n",
      " [ 2.2092762 ]]\n",
      "[[ 0.23523733]\n",
      " [ 2.20935869]]\n",
      "[[ 0.23571877]\n",
      " [ 2.20943952]]\n",
      "[[ 0.23618634]\n",
      " [ 2.20949244]]\n",
      "[[ 0.23662734]\n",
      " [ 2.20952439]]\n",
      "[[ 0.23703675]\n",
      " [ 2.20952868]]\n",
      "[[ 0.23739801]\n",
      " [ 2.20950508]]\n",
      "[[ 0.23771521]\n",
      " [ 2.20945621]]\n",
      "[[ 0.23809814]\n",
      " [ 2.20946336]]\n",
      "[[ 0.23852395]\n",
      " [ 2.20950484]]\n",
      "[[ 0.2390319 ]\n",
      " [ 2.20960593]]\n",
      "[[ 0.23952574]\n",
      " [ 2.20970488]]\n",
      "[[ 0.24000254]\n",
      " [ 2.20979857]]\n",
      "[[ 0.24044906]\n",
      " [ 2.20986652]]\n",
      "[[ 0.24095725]\n",
      " [ 2.20996451]]\n",
      "[[ 0.24145441]\n",
      " [ 2.21004105]]\n",
      "[[ 0.24192275]\n",
      " [ 2.21010923]]\n",
      "[[ 0.2424362 ]\n",
      " [ 2.21019244]]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[[ 0.24292073]\n",
      " [ 2.21027398]]\n",
      "[[ 0.24339129]\n",
      " [ 2.21032739]]\n",
      "[[ 0.24383511]\n",
      " [ 2.21035957]]\n",
      "[[ 0.24424714]\n",
      " [ 2.21036386]]\n",
      "[[ 0.24461071]\n",
      " [ 2.21033978]]\n",
      "[[ 0.24492994]\n",
      " [ 2.21029043]]\n",
      "[[ 0.24531534]\n",
      " [ 2.21029758]]\n",
      "[[ 0.24574392]\n",
      " [ 2.21033931]]\n",
      "[[ 0.24625519]\n",
      " [ 2.21044135]]\n",
      "[[ 0.24675226]\n",
      " [ 2.21054125]]\n",
      "[[ 0.2472322 ]\n",
      " [ 2.21063566]]\n",
      "[[ 0.24768163]\n",
      " [ 2.21070433]]\n",
      "[[ 0.24819314]\n",
      " [ 2.21080327]]\n",
      "[[ 0.24869357]\n",
      " [ 2.21088052]]\n",
      "[[ 0.24916498]\n",
      " [ 2.21094918]]\n",
      "[[ 0.2496818 ]\n",
      " [ 2.21103311]]\n",
      "[[ 0.25016949]\n",
      " [ 2.21111536]]\n",
      "[[ 0.25064313]\n",
      " [ 2.21116924]]\n",
      "[[ 0.25108987]\n",
      " [ 2.21120167]]\n",
      "[[ 0.2515046 ]\n",
      " [ 2.21120596]]\n",
      "[[ 0.25187057]\n",
      " [ 2.21118164]]\n",
      "[[ 0.2521919 ]\n",
      " [ 2.21113181]]\n",
      "[[ 0.25257984]\n",
      " [ 2.21113896]]\n",
      "[[ 0.25301123]\n",
      " [ 2.21118116]]\n",
      "[[ 0.25348249]\n",
      " [ 2.21124125]]\n",
      "[[ 0.2539438 ]\n",
      " [ 2.21130347]]\n",
      "[[ 0.25439176]\n",
      " [ 2.21136403]]\n",
      "[[ 0.25481251]\n",
      " [ 2.21140194]]\n",
      "[[ 0.25529897]\n",
      " [ 2.2114737 ]]\n",
      "[[ 0.25577712]\n",
      " [ 2.21152639]]\n",
      "[[ 0.25622863]\n",
      " [ 2.21157289]]\n",
      "[[ 0.2567282 ]\n",
      " [ 2.21163702]]\n",
      "[[ 0.25720051]\n",
      " [ 2.21170163]]\n",
      "[[ 0.25766054]\n",
      " [ 2.2117393 ]]\n",
      "[[ 0.25809515]\n",
      " [ 2.21175694]]\n",
      "[[ 0.25849906]\n",
      " [ 2.21174765]]\n",
      "[[ 0.25885522]\n",
      " [ 2.21171093]]\n",
      "[[ 0.25916764]\n",
      " [ 2.21164966]]\n",
      "[[ 0.25954828]\n",
      " [ 2.21164703]]\n",
      "[[ 0.25997368]\n",
      " [ 2.21168089]]\n",
      "[[ 0.26044014]\n",
      " [ 2.21173358]]\n",
      "[[ 0.26089737]\n",
      " [ 2.21178937]]\n",
      "[[ 0.2613419 ]\n",
      " [ 2.21184421]]\n",
      "[[ 0.2617597 ]\n",
      " [ 2.21187663]]\n",
      "[[ 0.26224425]\n",
      " [ 2.21194386]]\n",
      "[[ 0.26272097]\n",
      " [ 2.21199226]]\n",
      "[[ 0.26314428]\n",
      " [ 2.21200681]]\n",
      "[[ 0.26361912]\n",
      " [ 2.21204233]]\n",
      "[[ 0.26406932]\n",
      " [ 2.21208119]]\n",
      "[[ 0.26450968]\n",
      " [ 2.2120955 ]]\n",
      "[[ 0.26492673]\n",
      " [ 2.21209216]]\n",
      "[[ 0.26531491]\n",
      " [ 2.21206355]]\n",
      "[[ 0.26565683]\n",
      " [ 2.21200919]]\n",
      "[[ 0.2659564 ]\n",
      " [ 2.21193171]]\n",
      "[[ 0.26632616]\n",
      " [ 2.21191502]]\n",
      "[[ 0.26674232]\n",
      " [ 2.21193647]]\n",
      "[[ 0.26720107]\n",
      " [ 2.21197844]]\n",
      "[[ 0.26765162]\n",
      " [ 2.21202445]]\n",
      "[[ 0.26809034]\n",
      " [ 2.21207047]]\n",
      "[[ 0.26850304]\n",
      " [ 2.21209502]]\n",
      "[[ 0.26898378]\n",
      " [ 2.21215534]]\n",
      "[[ 0.26945734]\n",
      " [ 2.21219754]]\n",
      "[[ 0.26987776]\n",
      " [ 2.21220613]]\n",
      "[[ 0.27035064]\n",
      " [ 2.21223664]]\n",
      "[[ 0.27079922]\n",
      " [ 2.21227098]]\n",
      "[[ 0.27123839]\n",
      " [ 2.21228099]]\n",
      "[[ 0.27165449]\n",
      " [ 2.2122736 ]]\n",
      "[[ 0.27204192]\n",
      " [ 2.21224117]]\n",
      "[[ 0.27238312]\n",
      " [ 2.212183  ]]\n",
      "[[ 0.27268195]\n",
      " [ 2.21210194]]\n",
      "[[ 0.27305174]\n",
      " [ 2.21208239]]\n",
      "[[ 0.27346852]\n",
      " [ 2.2121017 ]]\n",
      "[[ 0.2739284 ]\n",
      " [ 2.21214175]]\n",
      "[[ 0.27438024]\n",
      " [ 2.21218634]]\n",
      "[[ 0.27481222]\n",
      " [ 2.21222067]]\n",
      "[[ 0.27521896]\n",
      " [ 2.2122345 ]]\n",
      "[[ 0.27569509]\n",
      " [ 2.21228576]]\n",
      "[[ 0.27616477]\n",
      " [ 2.21231937]]\n",
      "[[ 0.27658167]\n",
      " [ 2.21232033]]\n",
      "[[ 0.27705204]\n",
      " [ 2.21234393]]\n",
      "[[ 0.27749854]\n",
      " [ 2.21237206]]\n",
      "[[ 0.27793604]\n",
      " [ 2.21237636]]\n",
      "[[ 0.2783508 ]\n",
      " [ 2.21236372]]\n",
      "[[ 0.2787371 ]\n",
      " [ 2.21232629]]\n",
      "[[ 0.27907723]\n",
      " [ 2.21226335]]\n",
      "[[ 0.27937505]\n",
      " [ 2.21217752]]\n",
      "[[ 0.27974463]\n",
      " [ 2.21215439]]\n",
      "[[ 0.2801618 ]\n",
      " [ 2.21217084]]\n",
      "[[ 0.2806226 ]\n",
      " [ 2.21220851]]\n",
      "[[ 0.28107554]\n",
      " [ 2.21225095]]\n",
      "[[ 0.28150868]\n",
      " [ 2.21228337]]\n",
      "[[ 0.28191659]\n",
      " [ 2.21229529]]\n",
      "[[ 0.28239453]\n",
      " [ 2.21234512]]\n",
      "[[ 0.28286612]\n",
      " [ 2.21237755]]\n",
      "[[ 0.28328469]\n",
      " [ 2.21237683]]\n",
      "[[ 0.28375721]\n",
      " [ 2.21239948]]\n",
      "[[ 0.28420579]\n",
      " [ 2.21242666]]\n",
      "[[ 0.28464544]\n",
      " [ 2.21243   ]]\n",
      "[[ 0.28506225]\n",
      " [ 2.21241617]]\n",
      "[[ 0.28545049]\n",
      " [ 2.21237755]]\n",
      "[[ 0.28579232]\n",
      " [ 2.21231318]]\n",
      "[[ 0.2860916 ]\n",
      " [ 2.21222591]]\n",
      "[[ 0.28646317]\n",
      " [ 2.21220207]]\n",
      "[[ 0.28688273]\n",
      " [ 2.21221805]]\n",
      "[[ 0.28734627]\n",
      " [ 2.21225572]]\n",
      "[[ 0.28780192]\n",
      " [ 2.21229815]]\n",
      "[[ 0.28823766]\n",
      " [ 2.21233058]]\n",
      "[[ 0.28864804]\n",
      " [ 2.21234226]]\n",
      "[[ 0.28912896]\n",
      " [ 2.21239233]]\n",
      "[[ 0.2896035 ]\n",
      " [ 2.21242476]]\n",
      "[[ 0.2900247]\n",
      " [ 2.2124238]]\n",
      "[[ 0.29050022]\n",
      " [ 2.21244621]]\n",
      "[[ 0.29095167]\n",
      " [ 2.21247339]]\n",
      "[[ 0.29139414]\n",
      " [ 2.21247649]]\n",
      "[[ 0.29181364]\n",
      " [ 2.21246243]]\n",
      "[[ 0.29220438]\n",
      " [ 2.21242309]]\n",
      "[[ 0.29254839]\n",
      " [ 2.212358  ]]\n",
      "[[ 0.2928496 ]\n",
      " [ 2.21226978]]\n",
      "[[ 0.29322359]\n",
      " [ 2.21224546]]\n",
      "[[ 0.29364589]\n",
      " [ 2.21226144]]\n",
      "[[ 0.29411247]\n",
      " [ 2.21229935]]\n",
      "[[ 0.29457113]\n",
      " [ 2.21234202]]\n",
      "[[ 0.29500976]\n",
      " [ 2.21237469]]\n",
      "[[ 0.29542285]\n",
      " [ 2.21238637]]\n",
      "[[ 0.29590696]\n",
      " [ 2.21243668]]\n",
      "[[ 0.29638466]\n",
      " [ 2.21246934]]\n",
      "[[ 0.29680863]\n",
      " [ 2.21246839]]\n",
      "[[ 0.29728732]\n",
      " [ 2.21249104]]\n",
      "[[ 0.29774177]\n",
      " [ 2.21251845]]\n",
      "[[ 0.29818717]\n",
      " [ 2.21252155]]\n",
      "[[ 0.29860947]\n",
      " [ 2.21250725]]\n",
      "[[ 0.2990028 ]\n",
      " [ 2.21246767]]\n",
      "[[ 0.2993491 ]\n",
      " [ 2.21240211]]\n",
      "[[ 0.29965231]\n",
      " [ 2.21231294]]\n",
      "[[ 0.3000288 ]\n",
      " [ 2.21228838]]\n",
      "[[ 0.30045393]\n",
      " [ 2.21230459]]\n",
      "[[ 0.30092362]\n",
      " [ 2.21234274]]\n",
      "[[ 0.30138531]\n",
      " [ 2.21238589]]\n",
      "[[ 0.30182686]\n",
      " [ 2.21241879]]\n",
      "[[ 0.3022427 ]\n",
      " [ 2.21243072]]\n",
      "[[ 0.30273002]\n",
      " [ 2.2124815 ]]\n",
      "[[ 0.30321088]\n",
      " [ 2.2125144 ]]\n",
      "[[ 0.30363768]\n",
      " [ 2.21251345]]\n",
      "[[ 0.30411956]\n",
      " [ 2.21253633]]\n",
      "[[ 0.30457702]\n",
      " [ 2.21256399]]\n",
      "[[ 0.30502537]\n",
      " [ 2.21256709]]\n",
      "[[ 0.30545047]\n",
      " [ 2.21255279]]\n",
      "[[ 0.30584642]\n",
      " [ 2.21251273]]\n",
      "[[ 0.30619502]\n",
      " [ 2.21244645]]\n",
      "[[ 0.30650023]\n",
      " [ 2.21235657]]\n",
      "[[ 0.30687919]\n",
      " [ 2.21233177]]\n",
      "[[ 0.30730712]\n",
      " [ 2.21234798]]\n",
      "[[ 0.30777991]\n",
      " [ 2.21238661]]\n",
      "[[ 0.30824465]\n",
      " [ 2.21243   ]]\n",
      "[[ 0.30868912]\n",
      " [ 2.21246314]]\n",
      "[[ 0.30910769]\n",
      " [ 2.21247506]]\n",
      "[[ 0.30959821]\n",
      " [ 2.21252632]]\n",
      "[[ 0.31008226]\n",
      " [ 2.2125597 ]]\n",
      "[[ 0.31051186]\n",
      " [ 2.21255875]]\n",
      "[[ 0.31099689]\n",
      " [ 2.21258187]]\n",
      "[[ 0.31145737]\n",
      " [ 2.21260977]]\n",
      "[[ 0.31190866]\n",
      " [ 2.21261287]]\n",
      "[[ 0.31233653]\n",
      " [ 2.21259832]]\n",
      "[[ 0.31273508]\n",
      " [ 2.21255803]]\n",
      "[[ 0.31308597]\n",
      " [ 2.21249104]]\n",
      "[[ 0.31339318]\n",
      " [ 2.2124002 ]]\n",
      "[[ 0.31377465]\n",
      " [ 2.21237516]]\n",
      "[[ 0.31420538]\n",
      " [ 2.21239161]]\n",
      "[[ 0.31468126]\n",
      " [ 2.21243048]]\n",
      "[[ 0.31512901]\n",
      " [ 2.21245551]]\n",
      "[[ 0.31555834]\n",
      " [ 2.21247196]]\n",
      "[[ 0.31596342]\n",
      " [ 2.21246886]]\n",
      "[[ 0.31644255]\n",
      " [ 2.21250677]]\n",
      "[[ 0.31691658]\n",
      " [ 2.21252799]]\n",
      "[[ 0.31733716]\n",
      " [ 2.21251583]]\n",
      "[[ 0.31781471]\n",
      " [ 2.21252918]]\n",
      "[[ 0.3182686 ]\n",
      " [ 2.21254849]]\n",
      "[[ 0.3187142 ]\n",
      " [ 2.21254349]]\n",
      "[[ 0.3191371 ]\n",
      " [ 2.21252155]]\n",
      "[[ 0.31953123]\n",
      " [ 2.21247411]]\n",
      "[[ 0.3198781 ]\n",
      " [ 2.21240067]]\n",
      "[[ 0.32018164]\n",
      " [ 2.21230364]]\n",
      "[[ 0.32056046]\n",
      " [ 2.2122736 ]]\n",
      "[[ 0.32095516]\n",
      " [ 2.21225262]]\n",
      "[[ 0.32139921]\n",
      " [ 2.2122581 ]]\n",
      "[[ 0.32181844]\n",
      " [ 2.21225286]]\n",
      "[[ 0.32222226]\n",
      " [ 2.21224213]]\n",
      "[[ 0.32260448]\n",
      " [ 2.21221423]]\n",
      "[[ 0.32306382]\n",
      " [ 2.21223044]]\n",
      "[[ 0.32352033]\n",
      " [ 2.21223187]]\n",
      "[[ 0.32392508]\n",
      " [ 2.2122016 ]]\n",
      "[[ 0.32438904]\n",
      " [ 2.21219873]]\n",
      "[[ 0.32478368]\n",
      " [ 2.21215868]]\n",
      "[[ 0.32517621]\n",
      " [ 2.21210003]]\n",
      "[[ 0.32555145]\n",
      " [ 2.21202946]]\n",
      "[[ 0.32590276]\n",
      " [ 2.21193814]]\n",
      "[[ 0.32621098]\n",
      " [ 2.21182489]]\n",
      "[[ 0.32647964]\n",
      " [ 2.21169186]]\n",
      "[[ 0.32682782]\n",
      " [ 2.21162987]]\n",
      "[[ 0.32719529]\n",
      " [ 2.21158004]]\n",
      "[[ 0.32761544]\n",
      " [ 2.21155977]]\n",
      "[[ 0.32801324]\n",
      " [ 2.2115314 ]]\n",
      "[[ 0.32839796]\n",
      " [ 2.21149969]]\n",
      "[[ 0.3287631 ]\n",
      " [ 2.21145272]]\n",
      "[[ 0.32920784]\n",
      " [ 2.21145201]]\n",
      "[[ 0.3296515 ]\n",
      " [ 2.21143818]]\n",
      "[[ 0.33004463]\n",
      " [ 2.21139383]]\n",
      "[[ 0.33049881]\n",
      " [ 2.21137857]]\n",
      "[[ 0.33088449]\n",
      " [ 2.21132684]]\n",
      "[[ 0.33126917]\n",
      " [ 2.2112577 ]]\n",
      "[[ 0.3316375 ]\n",
      " [ 2.21117759]]\n",
      "[[ 0.33198267]\n",
      " [ 2.21107721]]\n",
      "[[ 0.33228534]\n",
      " [ 2.21095562]]\n",
      "[[ 0.33254895]\n",
      " [ 2.21081471]]\n",
      "[[ 0.33289328]\n",
      " [ 2.21074605]]\n",
      "[[ 0.33325765]\n",
      " [ 2.2106905 ]]\n",
      "[[ 0.33367559]\n",
      " [ 2.21066523]]\n",
      "[[ 0.33407155]\n",
      " [ 2.21063209]]\n",
      "[[ 0.33445477]\n",
      " [ 2.21059608]]\n",
      "[[ 0.33481869]\n",
      " [ 2.21054506]]\n",
      "[[ 0.3352631 ]\n",
      " [ 2.21054125]]\n",
      "[[ 0.33570677]\n",
      " [ 2.21052432]]\n",
      "[[ 0.33609983]\n",
      " [ 2.21047688]]\n",
      "[[ 0.33655465]\n",
      " [ 2.21045923]]\n",
      "[[ 0.33694074]\n",
      " [ 2.21040511]]\n",
      "[[ 0.33732605]\n",
      " [ 2.21033335]]\n",
      "[[ 0.33769506]\n",
      " [ 2.21025062]]\n",
      "[[ 0.33804095]\n",
      " [ 2.21014786]]\n",
      "[[ 0.33834419]\n",
      " [ 2.21002364]]\n",
      "[[ 0.33860826]\n",
      " [ 2.20988011]]\n",
      "[[ 0.33895373]\n",
      " [ 2.20980978]]\n",
      "[[ 0.33931947]\n",
      " [ 2.2097528 ]]\n",
      "[[ 0.33973926]\n",
      " [ 2.20972633]]\n",
      "[[ 0.340137  ]\n",
      " [ 2.20969224]]\n",
      "[[ 0.34052199]\n",
      " [ 2.20965528]]\n",
      "[[ 0.34088764]\n",
      " [ 2.20960331]]\n",
      "[[ 0.34133437]\n",
      " [ 2.20959878]]\n",
      "[[ 0.34178042]\n",
      " [ 2.20958114]]\n",
      "[[ 0.3421756 ]\n",
      " [ 2.20953298]]\n",
      "[[ 0.34263295]\n",
      " [ 2.20951462]]\n",
      "[[ 0.34302118]\n",
      " [ 2.20945954]]\n",
      "[[ 0.34340867]\n",
      " [ 2.20938683]]\n",
      "[[ 0.3437798 ]\n",
      " [ 2.20930314]]\n",
      "[[ 0.34412768]\n",
      " [ 2.20919919]]\n",
      "[[ 0.34443265]\n",
      " [ 2.20907354]]\n",
      "[[ 0.3446939 ]\n",
      " [ 2.20892525]]\n",
      "[[ 0.34498903]\n",
      " [ 2.20880675]]\n",
      "[[ 0.34530982]\n",
      " [ 2.20870638]]\n",
      "[[ 0.3456898 ]\n",
      " [ 2.20864129]]\n",
      "[[ 0.34605184]\n",
      " [ 2.20857215]]\n",
      "[[ 0.34640488]\n",
      " [ 2.20850348]]\n",
      "[[ 0.34674188]\n",
      " [ 2.2084229 ]]\n",
      "[[ 0.34716368]\n",
      " [ 2.2083931 ]]\n",
      "[[ 0.34758756]\n",
      " [ 2.20835257]]\n",
      "[[ 0.34796271]\n",
      " [ 2.20828342]]\n",
      "[[ 0.34840277]\n",
      " [ 2.20824647]]\n",
      "[[ 0.34877527]\n",
      " [ 2.20817423]]\n",
      "[[ 0.34914884]\n",
      " [ 2.20808578]]\n",
      "[[ 0.3495076 ]\n",
      " [ 2.20798779]]\n",
      "[[ 0.34984443]\n",
      " [ 2.20787072]]\n",
      "[[ 0.35013941]\n",
      " [ 2.20773315]]\n",
      "[[ 0.35039157]\n",
      " [ 2.20757365]]\n",
      "[[ 0.35067892]\n",
      " [ 2.20744514]]\n",
      "[[ 0.3509931 ]\n",
      " [ 2.20733595]]\n",
      "[[ 0.35136774]\n",
      " [ 2.20726299]]\n",
      "[[ 0.35172513]\n",
      " [ 2.2071867 ]]\n",
      "[[ 0.35207415]\n",
      " [ 2.2071116 ]]\n",
      "[[ 0.35240766]\n",
      " [ 2.20702481]]\n",
      "[[ 0.35282716]\n",
      " [ 2.20699   ]]\n",
      "[[ 0.35324928]\n",
      " [ 2.2069447 ]]\n",
      "[[ 0.35362279]\n",
      " [ 2.20687103]]\n",
      "[[ 0.35406211]\n",
      " [ 2.20683026]]\n",
      "[[ 0.35443375]\n",
      " [ 2.20675421]]\n",
      "[[ 0.3547979 ]\n",
      " [ 2.20665145]]\n",
      "[[ 0.35514832]\n",
      " [ 2.20654035]]\n",
      "[[ 0.35547775]\n",
      " [ 2.20641136]]\n",
      "[[ 0.355766  ]\n",
      " [ 2.20626259]]\n",
      "[[ 0.35601199]\n",
      " [ 2.20609283]]\n",
      "[[ 0.35629421]\n",
      " [ 2.20595527]]\n",
      "[[ 0.35660419]\n",
      " [ 2.20583773]]\n",
      "[[ 0.35697567]\n",
      " [ 2.20575762]]\n",
      "[[ 0.35733035]\n",
      " [ 2.20567489]]\n",
      "[[ 0.35767713]\n",
      " [ 2.20559382]]\n",
      "[[ 0.35800877]\n",
      " [ 2.20550156]]\n",
      "[[ 0.35842738]\n",
      " [ 2.20546222]]\n",
      "[[ 0.35884902]\n",
      " [ 2.20541286]]\n",
      "[[ 0.35922205]\n",
      " [ 2.20533514]]\n",
      "[[ 0.35966164]\n",
      " [ 2.20529079]]\n",
      "[[ 0.36003336]\n",
      " [ 2.2052114 ]]\n",
      "[[ 0.36039779]\n",
      " [ 2.2051053 ]]\n",
      "[[ 0.36074862]\n",
      " [ 2.2049911 ]]\n",
      "[[ 0.3610785 ]\n",
      " [ 2.20485878]]\n",
      "[[ 0.36136711]\n",
      " [ 2.20470691]]\n",
      "[[ 0.36161333]\n",
      " [ 2.20453405]]\n",
      "[[ 0.36189619]\n",
      " [ 2.20439386]]\n",
      "[[ 0.36220708]\n",
      " [ 2.20427394]]\n",
      "[[ 0.36258006]\n",
      " [ 2.20419192]]\n",
      "[[ 0.3629362 ]\n",
      " [ 2.20410728]]\n",
      "[[ 0.3632845 ]\n",
      " [ 2.20402455]]\n",
      "[[ 0.36361763]\n",
      " [ 2.20393062]]\n",
      "[[ 0.36403841]\n",
      " [ 2.20389009]]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[[ 0.36446232]\n",
      " [ 2.20383954]]\n",
      "[[ 0.36483735]\n",
      " [ 2.20376039]]\n",
      "[[ 0.36527944]\n",
      " [ 2.20371509]]\n",
      "[[ 0.36565325]\n",
      " [ 2.20363426]]\n",
      "[[ 0.36601976]\n",
      " [ 2.20352674]]\n",
      "[[ 0.36637262]\n",
      " [ 2.2034111 ]]\n",
      "[[ 0.36670443]\n",
      " [ 2.20327735]]\n",
      "[[ 0.36699471]\n",
      " [ 2.20312381]]\n",
      "[[ 0.36724234]\n",
      " [ 2.20294905]]\n",
      "[[ 0.36752689]\n",
      " [ 2.20280719]]\n",
      "[[ 0.36783969]\n",
      " [ 2.20268607]]\n",
      "[[ 0.36821502]\n",
      " [ 2.2026031 ]]\n",
      "[[ 0.36857343]\n",
      " [ 2.20251751]]\n",
      "[[ 0.36892393]\n",
      " [ 2.20243382]]\n",
      "[[ 0.36925918]\n",
      " [ 2.20233893]]\n",
      "[[ 0.3696827 ]\n",
      " [ 2.20229793]]\n",
      "[[ 0.37010938]\n",
      " [ 2.20224667]]\n",
      "[[ 0.37048689]\n",
      " [ 2.20216656]]\n",
      "[[ 0.37093189]\n",
      " [ 2.20212078]]\n",
      "[[ 0.37130815]\n",
      " [ 2.20203924]]\n",
      "[[ 0.37167707]\n",
      " [ 2.20193076]]\n",
      "[[ 0.37203225]\n",
      " [ 2.20181394]]\n",
      "[[ 0.37236625]\n",
      " [ 2.20167875]]\n",
      "[[ 0.37265843]\n",
      " [ 2.20152354]]\n",
      "[[ 0.3729077 ]\n",
      " [ 2.20134711]]\n",
      "[[ 0.37319413]\n",
      " [ 2.20120406]]\n",
      "[[ 0.37350902]\n",
      " [ 2.20108175]]\n",
      "[[ 0.37388685]\n",
      " [ 2.20099807]]\n",
      "[[ 0.37424764]\n",
      " [ 2.20091176]]\n",
      "[[ 0.3746005 ]\n",
      " [ 2.20082736]]\n",
      "[[ 0.37493801]\n",
      " [ 2.20073152]]\n",
      "[[ 0.37536439]\n",
      " [ 2.20069003]]\n",
      "[[ 0.37579393]\n",
      " [ 2.20063829]]\n",
      "[[ 0.37617397]\n",
      " [ 2.20055747]]\n",
      "[[ 0.37662196]\n",
      " [ 2.20051122]]\n",
      "[[ 0.37700075]\n",
      " [ 2.20042896]]\n",
      "[[ 0.37737215]\n",
      " [ 2.20031929]]\n",
      "[[ 0.37772971]\n",
      " [ 2.20020127]]\n",
      "[[ 0.37806594]\n",
      " [ 2.2000649 ]]\n",
      "[[ 0.37836009]\n",
      " [ 2.19990849]]\n",
      "[[ 0.37861103]\n",
      " [ 2.1997304 ]]\n",
      "[[ 0.37889937]\n",
      " [ 2.19958591]]\n",
      "[[ 0.37921637]\n",
      " [ 2.19946241]]\n",
      "[[ 0.37959674]\n",
      " [ 2.19937778]]\n",
      "[[ 0.37995997]\n",
      " [ 2.19929051]]\n",
      "[[ 0.38031518]\n",
      " [ 2.1992054 ]]\n",
      "[[ 0.38065496]\n",
      " [ 2.19910884]]\n",
      "[[ 0.3810842 ]\n",
      " [ 2.19906688]]\n",
      "[[ 0.38151661]\n",
      " [ 2.19901466]]\n",
      "[[ 0.38189918]\n",
      " [ 2.19893312]]\n",
      "[[ 0.38235018]\n",
      " [ 2.19888663]]\n",
      "[[ 0.3827315 ]\n",
      " [ 2.19880366]]\n",
      "[[ 0.38310537]\n",
      " [ 2.19869304]]\n",
      "[[ 0.38346535]\n",
      " [ 2.19857407]]\n",
      "[[ 0.38380384]\n",
      " [ 2.1984365 ]]\n",
      "[[ 0.38409996]\n",
      " [ 2.19827867]]\n",
      "[[ 0.38435256]\n",
      " [ 2.19809914]]\n",
      "[[ 0.38464284]\n",
      " [ 2.19795346]]\n",
      "[[ 0.38496196]\n",
      " [ 2.19782901]]\n",
      "[[ 0.38534486]\n",
      " [ 2.19774365]]\n",
      "[[ 0.38571051]\n",
      " [ 2.19765568]]\n",
      "[[ 0.38606811]\n",
      " [ 2.19756985]]\n",
      "[[ 0.38641015]\n",
      " [ 2.19747233]]\n",
      "[[ 0.38684222]\n",
      " [ 2.19743013]]\n",
      "[[ 0.38727751]\n",
      " [ 2.19737744]]\n",
      "[[ 0.38766262]\n",
      " [ 2.19729519]]\n",
      "[[ 0.3881166 ]\n",
      " [ 2.19724822]]\n",
      "[[ 0.38850045]\n",
      " [ 2.19716454]]\n",
      "[[ 0.38887683]\n",
      " [ 2.19705296]]\n",
      "[[ 0.38923919]\n",
      " [ 2.19693303]]\n",
      "[[ 0.38957992]\n",
      " [ 2.19679427]]\n",
      "[[ 0.389878  ]\n",
      " [ 2.19663501]]\n",
      "[[ 0.39013228]\n",
      " [ 2.19645381]]\n",
      "[[ 0.39042446]\n",
      " [ 2.19630671]]\n",
      "[[ 0.3907457 ]\n",
      " [ 2.19618106]]\n",
      "[[ 0.39113113]\n",
      " [ 2.19609499]]\n",
      "[[ 0.39145884]\n",
      " [ 2.19597507]]\n",
      "[[ 0.39178246]\n",
      " [ 2.19586039]]\n",
      "[[ 0.39209405]\n",
      " [ 2.19573665]]\n",
      "[[ 0.39249954]\n",
      " [ 2.19567132]]\n",
      "[[ 0.3929112 ]\n",
      " [ 2.19559765]]\n",
      "[[ 0.39327496]\n",
      " [ 2.19549632]]\n",
      "[[ 0.39371046]\n",
      " [ 2.19543219]]\n",
      "[[ 0.39407751]\n",
      " [ 2.19533277]]\n",
      "[[ 0.39443892]\n",
      " [ 2.19520664]]\n",
      "[[ 0.39478797]\n",
      " [ 2.19507337]]\n",
      "[[ 0.39511681]\n",
      " [ 2.19492245]]\n",
      "[[ 0.39540413]\n",
      " [ 2.19475198]]\n",
      "[[ 0.39564863]\n",
      " [ 2.19456029]]\n",
      "[[ 0.39593244]\n",
      " [ 2.19440389]]\n",
      "[[ 0.39624649]\n",
      " [ 2.1942699 ]]\n",
      "[[ 0.39662611]\n",
      " [ 2.19417667]]\n",
      "[[ 0.39694846]\n",
      " [ 2.19404984]]\n",
      "[[ 0.39726743]\n",
      " [ 2.19392872]]\n",
      "[[ 0.39757493]\n",
      " [ 2.19379926]]\n",
      "[[ 0.39797759]\n",
      " [ 2.19372892]]\n",
      "[[ 0.39838699]\n",
      " [ 2.19365096]]\n",
      "[[ 0.3987487]\n",
      " [ 2.1935451]]\n",
      "[[ 0.39918301]\n",
      " [ 2.19347739]]\n",
      "[[ 0.39954883]\n",
      " [ 2.19337416]]\n",
      "[[ 0.39990935]\n",
      " [ 2.19324446]]\n",
      "[[ 0.40025774]\n",
      " [ 2.19310784]]\n",
      "[[ 0.4005861 ]\n",
      " [ 2.19295359]]\n",
      "[[ 0.40087292]\n",
      " [ 2.19277978]]\n",
      "[[ 0.40111688]\n",
      " [ 2.19258475]]\n",
      "[[ 0.4014006 ]\n",
      " [ 2.19242549]]\n",
      "[[ 0.40171495]\n",
      " [ 2.19228911]]\n",
      "[[ 0.40209547]\n",
      " [ 2.19219375]]\n",
      "[[ 0.40241849]\n",
      " [ 2.19206476]]\n",
      "[[ 0.40273827]\n",
      " [ 2.19194174]]\n",
      "[[ 0.40304664]\n",
      " [ 2.19181013]]\n",
      "[[ 0.40345088]\n",
      " [ 2.19173837]]\n",
      "[[ 0.403862  ]\n",
      " [ 2.19165897]]\n",
      "[[ 0.4042252 ]\n",
      " [ 2.19155169]]\n",
      "[[ 0.40466157]\n",
      " [ 2.19148278]]\n",
      "[[ 0.40502909]\n",
      " [ 2.19137812]]\n",
      "[[ 0.40539134]\n",
      " [ 2.19124699]]\n",
      "[[ 0.40574142]\n",
      " [ 2.1911087 ]]\n",
      "[[ 0.40607139]\n",
      " [ 2.19095278]]\n",
      "[[ 0.40635961]\n",
      " [ 2.19077706]]\n",
      "[[ 0.40660474]\n",
      " [ 2.19058013]]\n",
      "[[ 0.40688992]\n",
      " [ 2.19041944]]\n",
      "[[ 0.40720597]\n",
      " [ 2.19028163]]\n",
      "[[ 0.40758863]\n",
      " [ 2.19018531]]\n",
      "[[ 0.40791348]\n",
      " [ 2.19005489]]\n",
      "[[ 0.40823507]\n",
      " [ 2.18993068]]\n",
      "[[ 0.4085452 ]\n",
      " [ 2.18979788]]\n",
      "[[ 0.40895185]\n",
      " [ 2.1897254 ]]\n",
      "[[ 0.40936545]\n",
      " [ 2.18964505]]\n",
      "[[ 0.40973082]\n",
      " [ 2.18953681]]\n",
      "[[ 0.41016984]\n",
      " [ 2.18946719]]\n",
      "[[ 0.41053957]\n",
      " [ 2.18936157]]\n",
      "[[ 0.41090402]\n",
      " [ 2.18922901]]\n",
      "[[ 0.41125625]\n",
      " [ 2.18908954]]\n",
      "[[ 0.41158825]\n",
      " [ 2.18893218]]\n",
      "[[ 0.41187823]\n",
      " [ 2.1887548 ]]\n",
      "[[ 0.41212484]\n",
      " [ 2.18855619]]\n",
      "[[ 0.41241178]\n",
      " [ 2.18839407]]\n",
      "[[ 0.4127298 ]\n",
      " [ 2.18825483]]\n",
      "[[ 0.41311485]\n",
      " [ 2.18815756]]\n",
      "[[ 0.41344172]\n",
      " [ 2.18802619]]\n",
      "[[ 0.41376531]\n",
      " [ 2.18790078]]\n",
      "[[ 0.41407737]\n",
      " [ 2.18776679]]\n",
      "[[ 0.41448656]\n",
      " [ 2.18769383]]\n",
      "[[ 0.41490275]\n",
      " [ 2.18761277]]\n",
      "[[ 0.41527042]\n",
      " [ 2.18750358]]\n",
      "[[ 0.41571221]\n",
      " [ 2.18743324]]\n",
      "[[ 0.41608426]\n",
      " [ 2.18732667]]\n",
      "[[ 0.41645101]\n",
      " [ 2.18719316]]\n",
      "[[ 0.41680545]\n",
      " [ 2.18705249]]\n",
      "[[ 0.41713953]\n",
      " [ 2.1868937 ]]\n",
      "[[ 0.41743132]\n",
      " [ 2.18671489]]\n",
      "[[ 0.41767949]\n",
      " [ 2.18651438]]\n",
      "[[ 0.41796824]\n",
      " [ 2.18635082]]\n",
      "[[ 0.41828826]\n",
      " [ 2.18621039]]\n",
      "[[ 0.41867572]\n",
      " [ 2.1861124 ]]\n",
      "[[ 0.41900462]\n",
      " [ 2.18597984]]\n",
      "[[ 0.41933024]\n",
      " [ 2.18585324]]\n",
      "[[ 0.41964427]\n",
      " [ 2.18571806]]\n",
      "[[ 0.42005602]\n",
      " [ 2.18564439]]\n",
      "[[ 0.4204748 ]\n",
      " [ 2.18556261]]\n",
      "[[ 0.42084476]\n",
      " [ 2.18545246]]\n",
      "[[ 0.42128932]\n",
      " [ 2.18538165]]\n",
      "[[ 0.4216637 ]\n",
      " [ 2.18527412]]\n",
      "[[ 0.42203274]\n",
      " [ 2.18513942]]\n",
      "[[ 0.42238942]\n",
      " [ 2.18499756]]\n",
      "[[ 0.42272559]\n",
      " [ 2.18483734]]\n",
      "[[ 0.4230192]\n",
      " [ 2.1846571]]\n",
      "[[ 0.42326891]\n",
      " [ 2.18445492]]\n",
      "[[ 0.42355946]\n",
      " [ 2.18428993]]\n",
      "[[ 0.42388147]\n",
      " [ 2.18414831]]\n",
      "[[ 0.42427135]\n",
      " [ 2.18404937]]\n",
      "[[ 0.4246023 ]\n",
      " [ 2.18391562]]\n",
      "[[ 0.42492998]\n",
      " [ 2.18378806]]\n",
      "[[ 0.42524597]\n",
      " [ 2.18365169]]\n",
      "[[ 0.42566028]\n",
      " [ 2.1835773 ]]\n",
      "[[ 0.42608169]\n",
      " [ 2.18349481]]\n",
      "[[ 0.42645398]\n",
      " [ 2.1833837 ]]\n",
      "[[ 0.42690131]\n",
      " [ 2.18331218]]\n",
      "[[ 0.42727801]\n",
      " [ 2.18320394]]\n",
      "[[ 0.42764935]\n",
      " [ 2.18306804]]\n",
      "[[ 0.42800823]\n",
      " [ 2.18292499]]\n",
      "[[ 0.42834648]\n",
      " [ 2.18276358]]\n",
      "[[ 0.42864195]\n",
      " [ 2.18258166]]\n",
      "[[ 0.42889321]\n",
      " [ 2.18237782]]\n",
      "[[ 0.42918557]\n",
      " [ 2.1822114 ]]\n",
      "[[ 0.42950958]\n",
      " [ 2.18206859]]\n",
      "[[ 0.42990187]\n",
      " [ 2.18196893]]\n",
      "[[ 0.43023488]\n",
      " [ 2.18183398]]\n",
      "[[ 0.43056458]\n",
      " [ 2.18170524]]\n",
      "[[ 0.43088251]\n",
      " [ 2.18156767]]\n",
      "[[ 0.43129939]\n",
      " [ 2.18149281]]\n",
      "[[ 0.43172339]\n",
      " [ 2.18140984]]\n",
      "[[ 0.43209797]\n",
      " [ 2.18129778]]\n",
      "[[ 0.43254805]\n",
      " [ 2.18122578]]\n",
      "[[ 0.43292707]\n",
      " [ 2.18111658]]\n",
      "[[ 0.43330067]\n",
      " [ 2.18097949]]\n",
      "[[ 0.43366176]\n",
      " [ 2.18083525]]\n",
      "[[ 0.4340021 ]\n",
      " [ 2.18067241]]\n",
      "[[ 0.43429938]\n",
      " [ 2.18048906]]\n",
      "[[ 0.43455219]\n",
      " [ 2.18028355]]\n",
      "[[ 0.43484634]\n",
      " [ 2.1801157 ]]\n",
      "[[ 0.43517235]\n",
      " [ 2.17997169]]\n",
      "[[ 0.43556705]\n",
      " [ 2.17987108]]\n",
      "[[ 0.43590212]\n",
      " [ 2.17973518]]\n",
      "[[ 0.43623385]\n",
      " [ 2.17960548]]\n",
      "[[ 0.43655375]\n",
      " [ 2.17946696]]\n",
      "[[ 0.43692777]\n",
      " [ 2.17935419]]\n",
      "[[ 0.4373135 ]\n",
      " [ 2.17923689]]\n",
      "[[ 0.43765357]\n",
      " [ 2.1790936 ]]\n",
      "[[ 0.43807334]\n",
      " [ 2.1789937 ]]\n",
      "[[ 0.43842492]\n",
      " [ 2.178859  ]]\n",
      "[[ 0.43877402]\n",
      " [ 2.17869878]]\n",
      "[[ 0.4391132 ]\n",
      " [ 2.17853332]]\n",
      "[[ 0.4394339 ]\n",
      " [ 2.17835116]]\n",
      "[[ 0.43971342]\n",
      " [ 2.17815018]]\n",
      "[[ 0.43995017]\n",
      " [ 2.17792845]]\n",
      "[[ 0.44023028]\n",
      " [ 2.17774606]]\n",
      "[[ 0.44054407]\n",
      " [ 2.17758918]]\n",
      "[[ 0.44092846]\n",
      " [ 2.17747712]]\n",
      "[[ 0.44125408]\n",
      " [ 2.17733049]]\n",
      "[[ 0.44157749]\n",
      " [ 2.17719102]]\n",
      "[[ 0.44189006]\n",
      " [ 2.17704344]]\n",
      "[[ 0.44225806]\n",
      " [ 2.1769228 ]]\n",
      "[[ 0.4426387 ]\n",
      " [ 2.17679811]]\n",
      "[[ 0.44297412]\n",
      " [ 2.1766479 ]]\n",
      "[[ 0.44339046]\n",
      " [ 2.17654204]]\n",
      "[[ 0.44373876]\n",
      " [ 2.17640162]]\n",
      "[[ 0.44408512]\n",
      " [ 2.17623591]]\n",
      "[[ 0.44442201]\n",
      " [ 2.17606544]]\n",
      "[[ 0.44474074]\n",
      " [ 2.17587852]]\n",
      "[[ 0.44501844]\n",
      " [ 2.17567277]]\n",
      "[[ 0.44525343]\n",
      " [ 2.17544627]]\n",
      "[[ 0.44553244]\n",
      " [ 2.17526007]]\n",
      "[[ 0.4458456 ]\n",
      " [ 2.17509961]]\n",
      "[[ 0.44623011]\n",
      " [ 2.17498469]]\n",
      "[[ 0.4465557 ]\n",
      " [ 2.17483497]]\n",
      "[[ 0.4468793 ]\n",
      " [ 2.17469287]]\n",
      "[[ 0.44719216]\n",
      " [ 2.17454267]]\n",
      "[[ 0.447561  ]\n",
      " [ 2.17441964]]\n",
      "[[ 0.4479427]\n",
      " [ 2.1742928]]\n",
      "[[ 0.44827905]\n",
      " [ 2.17414045]]\n",
      "[[ 0.44869697]\n",
      " [ 2.17403293]]\n",
      "[[ 0.44904652]\n",
      " [ 2.17389059]]\n",
      "[[ 0.44939423]\n",
      " [ 2.17372274]]\n",
      "[[ 0.44973248]\n",
      " [ 2.17355013]]\n",
      "[[ 0.45005256]\n",
      " [ 2.17336106]]\n",
      "[[ 0.45033139]\n",
      " [ 2.17315292]]\n",
      "[[ 0.45056731]\n",
      " [ 2.17292404]]\n",
      "[[ 0.45084757]\n",
      " [ 2.17273569]]\n",
      "[[ 0.45116231]\n",
      " [ 2.17257357]]\n",
      "[[ 0.45154887]\n",
      " [ 2.17245722]]\n",
      "[[ 0.45187619]\n",
      " [ 2.17230582]]\n",
      "[[ 0.45220155]\n",
      " [ 2.17216206]]\n",
      "[[ 0.45251614]\n",
      " [ 2.17201042]]\n",
      "[[ 0.45288709]\n",
      " [ 2.17188597]]\n",
      "[[ 0.45327103]\n",
      " [ 2.17175794]]\n",
      "[[ 0.45360935]\n",
      " [ 2.17160392]]\n",
      "[[ 0.4540298]\n",
      " [ 2.1714952]]\n",
      "[[ 0.45438144]\n",
      " [ 2.17135143]]\n",
      "[[ 0.45473126]\n",
      " [ 2.17118192]]\n",
      "[[ 0.45507157]\n",
      " [ 2.17100763]]\n",
      "[[ 0.45539361]\n",
      " [ 2.17081666]]\n",
      "[[ 0.45567414]\n",
      " [ 2.17060661]]\n",
      "[[ 0.45591149]\n",
      " [ 2.17037582]]\n",
      "[[ 0.45619348]\n",
      " [ 2.1701858 ]]\n",
      "[[ 0.45651016]\n",
      " [ 2.17002225]]\n",
      "[[ 0.45689917]\n",
      " [ 2.16990495]]\n",
      "[[ 0.45722854]\n",
      " [ 2.16975236]]\n",
      "[[ 0.45755595]\n",
      " [ 2.1696074 ]]\n",
      "[[ 0.45787251]\n",
      " [ 2.16945434]]\n",
      "[[ 0.45824581]\n",
      " [ 2.16932893]]\n",
      "[[ 0.4586322 ]\n",
      " [ 2.16919971]]\n",
      "[[ 0.45897266]\n",
      " [ 2.16904449]]\n",
      "[[ 0.4593958 ]\n",
      " [ 2.16893482]]\n",
      "[[ 0.45974967]\n",
      " [ 2.16878986]]\n",
      "[[ 0.46010172]\n",
      " [ 2.16861892]]\n",
      "[[ 0.46044421]\n",
      " [ 2.1684432 ]]\n",
      "[[ 0.46076831]\n",
      " [ 2.1682508 ]]\n",
      "[[ 0.46105063]\n",
      " [ 2.16803908]]\n",
      "[[ 0.4612895 ]\n",
      " [ 2.16780639]]\n",
      "[[ 0.46153298]\n",
      " [ 2.16758323]]\n",
      "[[ 0.46181542]\n",
      " [ 2.16738987]]\n",
      "[[ 0.4621743]\n",
      " [ 2.1672461]]\n",
      "[[ 0.4624764]\n",
      " [ 2.1670692]]\n",
      "[[ 0.46277946]\n",
      " [ 2.1669023 ]]\n",
      "[[ 0.46307424]\n",
      " [ 2.16672921]]\n",
      "[[ 0.46342853]\n",
      " [ 2.16658592]]\n",
      "[[ 0.46379814]\n",
      " [ 2.16644049]]\n",
      "[[ 0.46412343]\n",
      " [ 2.16627026]]\n",
      "[[ 0.46453369]\n",
      " [ 2.16614747]]\n",
      "[[ 0.46487579]\n",
      " [ 2.16599011]]\n",
      "[[ 0.46521744]\n",
      " [ 2.16580796]]\n",
      "[[ 0.46555075]\n",
      " [ 2.16562176]]\n",
      "[[ 0.46586668]\n",
      " [ 2.16541958]]\n",
      "[[ 0.46614158]\n",
      " [ 2.1651988 ]]\n",
      "[[ 0.46637365]\n",
      " [ 2.16495752]]\n",
      "[[ 0.46661124]\n",
      " [ 2.16472673]]\n",
      "[[ 0.46688879]\n",
      " [ 2.16452646]]\n",
      "[[ 0.46724394]\n",
      " [ 2.16437674]]\n",
      "[[ 0.46754256]\n",
      " [ 2.16419411]]\n",
      "[[ 0.46784267]\n",
      " [ 2.16402197]]\n",
      "[[ 0.46813494]\n",
      " [ 2.16384411]]\n",
      "[[ 0.46848756]\n",
      " [ 2.16369653]]\n",
      "[[ 0.46885598]\n",
      " [ 2.16354704]]\n",
      "[[ 0.46918017]\n",
      " [ 2.16337299]]\n",
      "[[ 0.46959022]\n",
      " [ 2.16324687]]\n",
      "[[ 0.46993196]\n",
      " [ 2.16308618]]\n",
      "[[ 0.47027349]\n",
      " [ 2.16290045]]\n",
      "[[ 0.47060686]\n",
      " [ 2.16271114]]\n",
      "[[ 0.47092295]\n",
      " [ 2.16250587]]\n",
      "[[ 0.47119793]\n",
      " [ 2.16228199]]\n",
      "[[ 0.47142997]\n",
      " [ 2.16203761]]\n",
      "[[ 0.47166771]\n",
      " [ 2.16180372]]\n",
      "[[ 0.47194582]\n",
      " [ 2.16160083]]\n",
      "[[ 0.47230217]\n",
      " [ 2.16144896]]\n",
      "[[ 0.47260174]\n",
      " [ 2.16126394]]\n",
      "[[ 0.47290289]\n",
      " [ 2.16108966]]\n",
      "[[ 0.47319627]\n",
      " [ 2.16090965]]\n",
      "[[ 0.47355047]\n",
      " [ 2.16076016]]\n",
      "[[ 0.47392064]\n",
      " [ 2.16060901]]\n",
      "[[ 0.47424635]\n",
      " [ 2.16043305]]\n",
      "[[ 0.47465852]\n",
      " [ 2.1603055 ]]\n",
      "[[ 0.47500199]\n",
      " [ 2.16014314]]\n",
      "[[ 0.47534531]\n",
      " [ 2.1599555 ]]\n",
      "[[ 0.47568047]\n",
      " [ 2.15976429]]\n",
      "[[ 0.47599825]\n",
      " [ 2.15955687]]\n",
      "[[ 0.47627473]\n",
      " [ 2.15933084]]\n",
      "[[ 0.47650799]\n",
      " [ 2.15908408]]\n",
      "[[ 0.47674704]\n",
      " [ 2.15884805]]\n",
      "[[ 0.47702673]\n",
      " [ 2.15864325]]\n",
      "[[ 0.47738519]\n",
      " [ 2.15848994]]\n",
      "[[ 0.47768652]\n",
      " [ 2.15830326]]\n",
      "[[ 0.47798946]\n",
      " [ 2.15812731]]\n",
      "[[ 0.4782846 ]\n",
      " [ 2.15794563]]\n",
      "[[ 0.47864094]\n",
      " [ 2.15779495]]\n",
      "[[ 0.47901341]\n",
      " [ 2.15764236]]\n",
      "[[ 0.47934112]\n",
      " [ 2.15746474]]\n",
      "[[ 0.47975588]\n",
      " [ 2.157336  ]]\n",
      "[[ 0.4801015]\n",
      " [ 2.1571722]]\n",
      "[[ 0.48044696]\n",
      " [ 2.15698314]]\n",
      "[[ 0.48078421]\n",
      " [ 2.15679026]]\n",
      "[[ 0.48110399]\n",
      " [ 2.15658116]]\n",
      "[[ 0.48138219]\n",
      " [ 2.15635324]]\n",
      "[[ 0.48161691]\n",
      " [ 2.15610433]]\n",
      "[[ 0.48185745]\n",
      " [ 2.15586638]]\n",
      "[[ 0.4821389 ]\n",
      " [ 2.15565991]]\n",
      "[[ 0.48249966]\n",
      " [ 2.15550518]]\n",
      "[[ 0.4828029 ]\n",
      " [ 2.15531683]]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[[ 0.48310778]\n",
      " [ 2.15513945]]\n",
      "[[ 0.48340479]\n",
      " [ 2.15495634]]\n",
      "[[ 0.48376343]\n",
      " [ 2.15480423]]\n",
      "[[ 0.48413825]\n",
      " [ 2.15465045]]\n",
      "[[ 0.48446807]\n",
      " [ 2.1544714 ]]\n",
      "[[ 0.48484549]\n",
      " [ 2.15431404]]\n",
      "[[ 0.48515728]\n",
      " [ 2.15412426]]\n",
      "[[ 0.48547253]\n",
      " [ 2.15391135]]\n",
      "[[ 0.48578274]\n",
      " [ 2.15369678]]\n",
      "[[ 0.48607829]\n",
      " [ 2.15346789]]\n",
      "[[ 0.48633459]\n",
      " [ 2.15322185]]\n",
      "[[ 0.4865495 ]\n",
      " [ 2.15295625]]\n",
      "[[ 0.48677239]\n",
      " [ 2.15270305]]\n",
      "[[ 0.4870384 ]\n",
      " [ 2.15248299]]\n",
      "[[ 0.48738599]\n",
      " [ 2.15231633]]\n",
      "[[ 0.48767722]\n",
      " [ 2.15211678]]\n",
      "[[ 0.48797151]\n",
      " [ 2.15192938]]\n",
      "[[ 0.48825914]\n",
      " [ 2.15173697]]\n",
      "[[ 0.48860994]\n",
      " [ 2.15157676]]\n",
      "[[ 0.48897809]\n",
      " [ 2.15141535]]\n",
      "[[ 0.48930183]\n",
      " [ 2.15122914]]\n",
      "[[ 0.48967433]\n",
      " [ 2.15106535]]\n",
      "[[ 0.4899815 ]\n",
      " [ 2.15086937]]\n",
      "[[ 0.49029285]\n",
      " [ 2.1506505 ]]\n",
      "[[ 0.49059972]\n",
      " [ 2.15043044]]\n",
      "[[ 0.49089238]\n",
      " [ 2.15019631]]\n",
      "[[ 0.491146  ]\n",
      " [ 2.14994526]]\n",
      "[[ 0.49135837]\n",
      " [ 2.14967489]]\n",
      "[[ 0.49157917]\n",
      " [ 2.14941716]]\n",
      "[[ 0.49184376]\n",
      " [ 2.14919305]]\n",
      "[[ 0.49219081]\n",
      " [ 2.14902306]]\n",
      "[[ 0.49248141]\n",
      " [ 2.14882016]]\n",
      "[[ 0.49277535]\n",
      " [ 2.14862943]]\n",
      "[[ 0.49306282]\n",
      " [ 2.14843392]]\n",
      "[[ 0.4934141 ]\n",
      " [ 2.14827108]]\n",
      "[[ 0.49378306]\n",
      " [ 2.14810705]]\n",
      "[[ 0.49410746]\n",
      " [ 2.14791822]]\n",
      "[[ 0.49448109]\n",
      " [ 2.14775229]]\n",
      "[[ 0.49478909]\n",
      " [ 2.14755368]]\n",
      "[[ 0.49510142]\n",
      " [ 2.14733219]]\n",
      "[[ 0.49540937]\n",
      " [ 2.14710951]]\n",
      "[[ 0.4957031 ]\n",
      " [ 2.14687276]]\n",
      "[[ 0.49595761]\n",
      " [ 2.14661908]]\n",
      "[[ 0.4961707 ]\n",
      " [ 2.14634585]]\n",
      "[[ 0.49639234]\n",
      " [ 2.1460855 ]]\n",
      "[[ 0.49665812]\n",
      " [ 2.145859  ]]\n",
      "[[ 0.49700698]\n",
      " [ 2.14568734]]\n",
      "[[ 0.49729908]\n",
      " [ 2.14548254]]\n",
      "[[ 0.49759457]\n",
      " [ 2.14529014]]\n",
      "[[ 0.49788359]\n",
      " [ 2.14509273]]\n",
      "[[ 0.49823689]\n",
      " [ 2.14492822]]\n",
      "[[ 0.49860802]\n",
      " [ 2.14476275]]\n",
      "[[ 0.49893433]\n",
      " [ 2.14457226]]\n",
      "[[ 0.49931023]\n",
      " [ 2.14440465]]\n",
      "[[ 0.49962008]\n",
      " [ 2.14420438]]\n",
      "[[ 0.49993432]\n",
      " [ 2.14398098]]\n",
      "[[ 0.50024414]\n",
      " [ 2.14375639]]\n",
      "[[ 0.50053966]\n",
      " [ 2.14351773]]\n",
      "[[ 0.50079572]\n",
      " [ 2.14326167]]\n",
      "[[ 0.50101012]\n",
      " [ 2.14298606]]\n",
      "[[ 0.50123316]\n",
      " [ 2.14272356]]\n",
      "[[ 0.50150061]\n",
      " [ 2.14249516]]\n",
      "[[ 0.50185174]\n",
      " [ 2.14232183]]\n",
      "[[ 0.50214571]\n",
      " [ 2.14211512]]\n",
      "[[ 0.50244313]\n",
      " [ 2.14192104]]\n",
      "[[ 0.50273401]\n",
      " [ 2.14172196]]\n",
      "[[ 0.50308967]\n",
      " [ 2.14155602]]\n",
      "[[ 0.50346321]\n",
      " [ 2.14138913]]\n",
      "[[ 0.50379163]\n",
      " [ 2.14119697]]\n",
      "[[ 0.50417   ]\n",
      " [ 2.14102793]]\n",
      "[[ 0.50448191]\n",
      " [ 2.14082599]]\n",
      "[[ 0.50479823]\n",
      " [ 2.14060068]]\n",
      "[[ 0.50511009]\n",
      " [ 2.14037442]]\n",
      "[[ 0.50540757]\n",
      " [ 2.14013362]]\n",
      "[[ 0.50566536]\n",
      " [ 2.13987565]]\n",
      "[[ 0.50588113]\n",
      " [ 2.13959789]]\n",
      "[[ 0.5061056 ]\n",
      " [ 2.13933325]]\n",
      "[[ 0.50637484]\n",
      " [ 2.13910317]]\n",
      "[[ 0.50672829]\n",
      " [ 2.13892841]]\n",
      "[[ 0.50702423]\n",
      " [ 2.13872004]]\n",
      "[[ 0.50732362]\n",
      " [ 2.13852429]]\n",
      "[[ 0.50761646]\n",
      " [ 2.13832355]]\n",
      "[[ 0.50797445]\n",
      " [ 2.13815618]]\n",
      "[[ 0.50835049]\n",
      " [ 2.13798785]]\n",
      "[[ 0.50868112]\n",
      " [ 2.13779402]]\n",
      "[[ 0.50906199]\n",
      " [ 2.13762379]]\n",
      "[[ 0.50937599]\n",
      " [ 2.13742018]]\n",
      "[[ 0.5096944 ]\n",
      " [ 2.13719296]]\n",
      "[[ 0.51000834]\n",
      " [ 2.1369648 ]]\n",
      "[[ 0.51030779]\n",
      " [ 2.13672209]]\n",
      "[[ 0.51056731]\n",
      " [ 2.13646197]]\n",
      "[[ 0.51078457]\n",
      " [ 2.13618207]]\n",
      "[[ 0.51101053]\n",
      " [ 2.13591528]]\n",
      "[[ 0.51128155]\n",
      " [ 2.1356833 ]]\n",
      "[[ 0.51163733]\n",
      " [ 2.13550735]]\n",
      "[[ 0.51193523]\n",
      " [ 2.1352973 ]]\n",
      "[[ 0.51218128]\n",
      " [ 2.13506126]]\n",
      "[[ 0.51242626]\n",
      " [ 2.13482404]]\n",
      "[[ 0.5127418]\n",
      " [ 2.134624 ]]\n",
      "[[ 0.51308   ]\n",
      " [ 2.13442612]]\n",
      "[[ 0.51337647]\n",
      " [ 2.13420534]]\n",
      "[[ 0.51372719]\n",
      " [ 2.13401079]]\n",
      "[[ 0.51401377]\n",
      " [ 2.13378477]]\n",
      "[[ 0.51430774]\n",
      " [ 2.13353729]]\n",
      "[[ 0.51459992]\n",
      " [ 2.13329053]]\n",
      "[[ 0.51487988]\n",
      " [ 2.13303089]]\n",
      "[[ 0.51512176]\n",
      " [ 2.13275504]]\n",
      "[[ 0.51532298]\n",
      " [ 2.13246059]]\n",
      "[[ 0.51553476]\n",
      " [ 2.13218069]]\n",
      "[[ 0.51579344]\n",
      " [ 2.13193679]]\n",
      "[[ 0.51613891]\n",
      " [ 2.13175035]]\n",
      "[[ 0.51642734]\n",
      " [ 2.13153052]]\n",
      "[[ 0.51666474]\n",
      " [ 2.13128543]]\n",
      "[[ 0.51690203]\n",
      " [ 2.13103986]]\n",
      "[[ 0.51721132]\n",
      " [ 2.13083243]]\n",
      "[[ 0.51754421]\n",
      " [ 2.13062763]]\n",
      "[[ 0.51783592]\n",
      " [ 2.13040042]]\n",
      "[[ 0.51818287]\n",
      " [ 2.13019991]]\n",
      "[[ 0.51846588]\n",
      " [ 2.1299684 ]]\n",
      "[[ 0.51875687]\n",
      " [ 2.12971544]]\n",
      "[[ 0.51904649]\n",
      " [ 2.12946367]]\n",
      "[[ 0.5193243 ]\n",
      " [ 2.12919903]]\n",
      "[[ 0.51956415]\n",
      " [ 2.12891841]]\n",
      "[[ 0.51976347]\n",
      " [ 2.12861943]]\n",
      "[[ 0.51997375]\n",
      " [ 2.12833524]]\n",
      "[[ 0.52023154]\n",
      " [ 2.12808776]]\n",
      "[[ 0.52057689]\n",
      " [ 2.12789822]]\n",
      "[[ 0.52086508]\n",
      " [ 2.12767529]]\n",
      "[[ 0.52110213]\n",
      " [ 2.12742686]]\n",
      "[[ 0.5213393 ]\n",
      " [ 2.12717819]]\n",
      "[[ 0.52164906]\n",
      " [ 2.12696791]]\n",
      "[[ 0.52198273]\n",
      " [ 2.12676048]]\n",
      "[[ 0.52227509]\n",
      " [ 2.12653041]]\n",
      "[[ 0.52262318]\n",
      " [ 2.12632751]]\n",
      "[[ 0.52290702]\n",
      " [ 2.12609339]]\n",
      "[[ 0.52319902]\n",
      " [ 2.1258378 ]]\n",
      "[[ 0.52348971]\n",
      " [ 2.12558341]]\n",
      "[[ 0.5237686 ]\n",
      " [ 2.12531614]]\n",
      "[[ 0.52400935]\n",
      " [ 2.1250329 ]]\n",
      "[[ 0.52420938]\n",
      " [ 2.12473106]]\n",
      "[[ 0.5244205 ]\n",
      " [ 2.12444425]]\n",
      "[[ 0.52467948]\n",
      " [ 2.12419438]]\n",
      "[[ 0.52500147]\n",
      " [ 2.12398458]]\n",
      "[[ 0.52526844]\n",
      " [ 2.12374306]]\n",
      "[[ 0.52548623]\n",
      " [ 2.12347746]]\n",
      "[[ 0.52570617]\n",
      " [ 2.12321305]]\n",
      "[[ 0.52600116]\n",
      " [ 2.12298894]]\n",
      "[[ 0.52632189]\n",
      " [ 2.12276888]]\n",
      "[[ 0.52660251]\n",
      " [ 2.12252712]]\n",
      "[[ 0.52694064]\n",
      " [ 2.12231374]]\n",
      "[[ 0.5272153]\n",
      " [ 2.1220696]]\n",
      "[[ 0.52749926]\n",
      " [ 2.12180471]]\n",
      "[[ 0.52778292]\n",
      " [ 2.12154174]]\n",
      "[[ 0.52805555]\n",
      " [ 2.1212666 ]]\n",
      "[[ 0.52829063]\n",
      " [ 2.12097573]]\n",
      "[[ 0.52848542]\n",
      " [ 2.12066674]]\n",
      "[[ 0.52869201]\n",
      " [ 2.12037349]]\n",
      "[[ 0.52894741]\n",
      " [ 2.12011766]]\n",
      "[[ 0.52926677]\n",
      " [ 2.11990285]]\n",
      "[[ 0.52953124]\n",
      " [ 2.11965632]]\n",
      "[[ 0.52974659]\n",
      " [ 2.11938572]]\n",
      "[[ 0.52996457]\n",
      " [ 2.11911678]]\n",
      "[[ 0.53025836]\n",
      " [ 2.11888862]]\n",
      "[[ 0.53057843]\n",
      " [ 2.11866474]]\n",
      "[[ 0.5308584 ]\n",
      " [ 2.11841917]]\n",
      "[[ 0.53119648]\n",
      " [ 2.11820245]]\n",
      "[[ 0.53147095]\n",
      " [ 2.11795497]]\n",
      "[[ 0.53175497]\n",
      " [ 2.11768675]]\n",
      "[[ 0.53203887]\n",
      " [ 2.11742043]]\n",
      "[[ 0.53231186]\n",
      " [ 2.11714196]]\n",
      "[[ 0.53254718]\n",
      " [ 2.11684799]]\n",
      "[[ 0.53274208]\n",
      " [ 2.11653566]]\n",
      "[[ 0.53294897]\n",
      " [ 2.11623931]]\n",
      "[[ 0.53320509]\n",
      " [ 2.11598086]]\n",
      "[[ 0.53352571]\n",
      " [ 2.11576366]]\n",
      "[[ 0.53379112]\n",
      " [ 2.11551452]]\n",
      "[[ 0.53400719]\n",
      " [ 2.11524129]]\n",
      "[[ 0.53422594]\n",
      " [ 2.11496973]]\n",
      "[[ 0.53452116]\n",
      " [ 2.11473918]]\n",
      "[[ 0.53484285]\n",
      " [ 2.11451316]]\n",
      "[[ 0.53512424]\n",
      " [ 2.11426544]]\n",
      "[[ 0.53546417]\n",
      " [ 2.11404657]]\n",
      "[[ 0.53574008]\n",
      " [ 2.11379695]]\n",
      "[[ 0.53602564]\n",
      " [ 2.11352634]]\n",
      "[[ 0.53631115]\n",
      " [ 2.11325765]]\n",
      "[[ 0.53658569]\n",
      " [ 2.11297679]]\n",
      "[[ 0.53682232]\n",
      " [ 2.1126802 ]]\n",
      "[[ 0.5370183 ]\n",
      " [ 2.11236525]]\n",
      "[[ 0.53722638]\n",
      " [ 2.11206627]]\n",
      "[[ 0.53748405]\n",
      " [ 2.11180568]]\n",
      "[[ 0.53780663]\n",
      " [ 2.11158657]]\n",
      "[[ 0.53807372]\n",
      " [ 2.11133552]]\n",
      "[[ 0.5382911 ]\n",
      " [ 2.11106014]]\n",
      "[[ 0.53851122]\n",
      " [ 2.11078644]]\n",
      "[[ 0.53880829]\n",
      " [ 2.11055422]]\n",
      "[[ 0.53913206]\n",
      " [ 2.11032629]]\n",
      "[[ 0.53941524]\n",
      " [ 2.11007643]]\n",
      "[[ 0.53975737]\n",
      " [ 2.10985589]]\n",
      "[[ 0.54003507]\n",
      " [ 2.10960412]]\n",
      "[[ 0.54032248]\n",
      " [ 2.10933137]]\n",
      "[[ 0.54060984]\n",
      " [ 2.10906053]]\n",
      "[[ 0.54088616]\n",
      " [ 2.10877752]]\n",
      "[[ 0.54112434]\n",
      " [ 2.10847855]]\n",
      "[[ 0.54132158]\n",
      " [ 2.10816121]]\n",
      "[[ 0.54153103]\n",
      " [ 2.10785985]]\n",
      "[[ 0.54179037]\n",
      " [ 2.10759711]]\n",
      "[[ 0.54211509]\n",
      " [ 2.10737634]]\n",
      "[[ 0.54238391]\n",
      " [ 2.10712314]]\n",
      "[[ 0.54260272]\n",
      " [ 2.10684562]]\n",
      "[[ 0.54282427]\n",
      " [ 2.10656977]]\n",
      "[[ 0.5431233 ]\n",
      " [ 2.10633564]]\n",
      "[[ 0.54344922]\n",
      " [ 2.10610604]]\n",
      "[[ 0.54373425]\n",
      " [ 2.10585427]]\n",
      "[[ 0.54407865]\n",
      " [ 2.10563207]]\n",
      "[[ 0.54435819]\n",
      " [ 2.10537839]]\n",
      "[[ 0.54464751]\n",
      " [ 2.10510349]]\n",
      "[[ 0.54493678]\n",
      " [ 2.10483074]]\n",
      "[[ 0.54521495]\n",
      " [ 2.10454535]]\n",
      "[[ 0.54545468]\n",
      " [ 2.10424423]]\n",
      "[[ 0.54565322]\n",
      " [ 2.10392427]]\n",
      "[[ 0.54586405]\n",
      " [ 2.10362053]]\n",
      "[[ 0.54612511]\n",
      " [ 2.10335588]]\n",
      "[[ 0.54645199]\n",
      " [ 2.10313344]]\n",
      "[[ 0.54672259]\n",
      " [ 2.10287833]]\n",
      "[[ 0.54694289]\n",
      " [ 2.10259867]]\n",
      "[[ 0.54716593]\n",
      " [ 2.10232067]]\n",
      "[[ 0.54746693]\n",
      " [ 2.10208464]]\n",
      "[[ 0.547795  ]\n",
      " [ 2.10185313]]\n",
      "[[ 0.54808193]\n",
      " [ 2.10159945]]\n",
      "[[ 0.5484286 ]\n",
      " [ 2.10137534]]\n",
      "[[ 0.54870999]\n",
      " [ 2.10111976]]\n",
      "[[ 0.54900122]\n",
      " [ 2.10084271]]\n",
      "[[ 0.54929239]\n",
      " [ 2.10056782]]\n",
      "[[ 0.54957235]\n",
      " [ 2.10028028]]\n",
      "[[ 0.54981369]\n",
      " [ 2.09997678]]\n",
      "[[ 0.55001354]\n",
      " [ 2.09965444]]\n",
      "[[ 0.55022573]\n",
      " [ 2.09934855]]\n",
      "[[ 0.55048853]\n",
      " [ 2.09908175]]\n",
      "[[ 0.55081755]\n",
      " [ 2.09885764]]\n",
      "[[ 0.55108994]\n",
      " [ 2.09860063]]\n",
      "[[ 0.55131167]\n",
      " [ 2.09831882]]\n",
      "[[ 0.55153614]\n",
      " [ 2.09803867]]\n",
      "[[ 0.55183911]\n",
      " [ 2.09780097]]\n",
      "[[ 0.55216932]\n",
      " [ 2.0975678 ]]\n",
      "[[ 0.55245811]\n",
      " [ 2.09731221]]\n",
      "[[ 0.55280709]\n",
      " [ 2.09708643]]\n",
      "[[ 0.55309033]\n",
      " [ 2.09682894]]\n",
      "[[ 0.55338347]\n",
      " [ 2.09654975]]\n",
      "[[ 0.55367655]\n",
      " [ 2.09627271]]\n",
      "[[ 0.55395836]\n",
      " [ 2.09598303]]\n",
      "[[ 0.55420125]\n",
      " [ 2.09567714]]\n",
      "[[ 0.55440241]\n",
      " [ 2.09535217]]\n",
      "[[ 0.55461603]\n",
      " [ 2.0950439 ]]\n",
      "[[ 0.55488056]\n",
      " [ 2.09477496]]\n",
      "[[ 0.55521172]\n",
      " [ 2.09454894]]\n",
      "[[ 0.5554859 ]\n",
      " [ 2.09428978]]\n",
      "[[ 0.55570906]\n",
      " [ 2.09400582]]\n",
      "[[ 0.55593503]\n",
      " [ 2.0937233 ]]\n",
      "[[ 0.55624002]\n",
      " [ 2.09348369]]\n",
      "[[ 0.55657238]\n",
      " [ 2.09324861]]\n",
      "[[ 0.55686307]\n",
      " [ 2.09299088]]\n",
      "[[ 0.55721432]\n",
      " [ 2.09276342]]\n",
      "[[ 0.55749941]\n",
      " [ 2.09250379]]\n",
      "[[ 0.55779445]\n",
      " [ 2.09222245]]\n",
      "[[ 0.55808944]\n",
      " [ 2.09194326]]\n",
      "[[ 0.55837309]\n",
      " [ 2.09165144]]\n",
      "[[ 0.55861759]\n",
      " [ 2.09134316]]\n",
      "[[ 0.55882007]\n",
      " [ 2.09101582]]\n",
      "[[ 0.55903506]\n",
      " [ 2.09070516]]\n",
      "[[ 0.55930132]\n",
      " [ 2.09043431]]\n",
      "[[ 0.55963469]\n",
      " [ 2.09020662]]\n",
      "[[ 0.55991066]\n",
      " [ 2.08994555]]\n",
      "[[ 0.5601353 ]\n",
      " [ 2.08965945]]\n",
      "[[ 0.56036276]\n",
      " [ 2.08937478]]\n",
      "[[ 0.56066972]\n",
      " [ 2.08913326]]\n",
      "[[ 0.56100422]\n",
      " [ 2.08889651]]\n",
      "[[ 0.56129682]\n",
      " [ 2.08863688]]\n",
      "[[ 0.56165034]\n",
      " [ 2.08840775]]\n",
      "[[ 0.56193727]\n",
      " [ 2.08814621]]\n",
      "[[ 0.56223422]\n",
      " [ 2.08786273]]\n",
      "[[ 0.56253111]\n",
      " [ 2.0875814 ]]\n",
      "[[ 0.56281662]\n",
      " [ 2.08728719]]\n",
      "[[ 0.56306267]\n",
      " [ 2.08697653]]\n",
      "[[ 0.56326646]\n",
      " [ 2.08664656]]\n",
      "[[ 0.56348282]\n",
      " [ 2.08633351]]\n",
      "[[ 0.5637508 ]\n",
      " [ 2.08606052]]\n",
      "[[ 0.56408632]\n",
      " [ 2.08583117]]\n",
      "[[ 0.56436402]\n",
      " [ 2.08556819]]\n",
      "[[ 0.5645901]\n",
      " [ 2.0852797]]\n",
      "[[ 0.56481898]\n",
      " [ 2.08499289]]\n",
      "[[ 0.56512791]\n",
      " [ 2.0847497 ]]\n",
      "[[ 0.56542623]\n",
      " [ 2.08448672]]\n",
      "[[ 0.56568611]\n",
      " [ 2.08420324]]\n",
      "[[ 0.56601077]\n",
      " [ 2.08395267]]\n",
      "[[ 0.56627154]\n",
      " [ 2.08367133]]\n",
      "[[ 0.56654525]\n",
      " [ 2.08336973]]\n",
      "[[ 0.5668214 ]\n",
      " [ 2.08307195]]\n",
      "[[ 0.56708831]\n",
      " [ 2.08276272]]\n",
      "[[ 0.56731755]\n",
      " [ 2.08243823]]\n",
      "[[ 0.56750607]\n",
      " [ 2.08209538]]\n",
      "[[ 0.56770891]\n",
      " [ 2.08177042]]\n",
      "[[ 0.56796515]\n",
      " [ 2.08148694]]\n",
      "[[ 0.56829071]\n",
      " [ 2.08124828]]\n",
      "[[ 0.56855935]\n",
      " [ 2.08097649]]\n",
      "[[ 0.56877708]\n",
      " [ 2.08067966]]\n",
      "[[ 0.56899863]\n",
      " [ 2.08038521]]\n",
      "[[ 0.56930161]\n",
      " [ 2.08013511]]\n",
      "[[ 0.56959468]\n",
      " [ 2.07986569]]\n",
      "[[ 0.56984985]\n",
      " [ 2.07957602]]\n",
      "[[ 0.57017088]\n",
      " [ 2.07931995]]\n",
      "[[ 0.57042813]\n",
      " [ 2.07903337]]\n",
      "[[ 0.57069892]\n",
      " [ 2.07872653]]\n",
      "[[ 0.57097262]\n",
      " [ 2.07842374]]\n",
      "[[ 0.57123744]\n",
      " [ 2.07810974]]\n",
      "[[ 0.57146478]\n",
      " [ 2.07778049]]\n",
      "[[ 0.57165146]\n",
      " [ 2.07743311]]\n",
      "[[ 0.57185286]\n",
      " [ 2.07710409]]\n",
      "[[ 0.57210827]\n",
      " [ 2.0768168 ]]\n",
      "[[ 0.57243371]\n",
      " [ 2.0765748 ]]\n",
      "[[ 0.57270205]\n",
      " [ 2.07629967]]\n",
      "[[ 0.57291937]\n",
      " [ 2.0759995 ]]\n",
      "[[ 0.57314074]\n",
      " [ 2.07570171]]\n",
      "[[ 0.57344425]\n",
      " [ 2.07544875]]\n",
      "[[ 0.57373792]\n",
      " [ 2.07517648]]\n",
      "[[ 0.5739935 ]\n",
      " [ 2.07488394]]\n",
      "[[ 0.57431555]\n",
      " [ 2.07462525]]\n",
      "[[ 0.57457346]\n",
      " [ 2.07433581]]\n",
      "[[ 0.57484514]\n",
      " [ 2.07402611]]\n",
      "[[ 0.57506496]\n",
      " [ 2.07368588]]\n",
      "[[ 0.57528138]\n",
      " [ 2.07333779]]\n",
      "[[ 0.57546502]\n",
      " [ 2.07297778]]\n",
      "[[ 0.57561225]\n",
      " [ 2.07260227]]\n",
      "[[ 0.57577837]\n",
      " [ 2.07224774]]\n",
      "[[ 0.57600254]\n",
      " [ 2.07193756]]\n",
      "[[ 0.57630044]\n",
      " [ 2.07167506]]\n",
      "[[ 0.57654387]\n",
      " [ 2.07138085]]\n",
      "[[ 0.5767386 ]\n",
      " [ 2.07106328]]\n",
      "[[ 0.57693976]\n",
      " [ 2.07074976]]\n",
      "[[ 0.57722574]\n",
      " [ 2.07048273]]\n",
      "[[ 0.5775038 ]\n",
      " [ 2.07019734]]\n",
      "[[ 0.57774526]\n",
      " [ 2.06989264]]\n",
      "[[ 0.57805514]\n",
      " [ 2.06962299]]\n",
      "[[ 0.57830197]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      " [ 2.0693233 ]]\n",
      "[[ 0.57856387]\n",
      " [ 2.06900406]]\n",
      "[[ 0.57877475]\n",
      " [ 2.06865501]]\n",
      "[[ 0.57898325]\n",
      " [ 2.06829858]]\n",
      "[[ 0.57915968]\n",
      " [ 2.06793046]]\n",
      "[[ 0.57930028]\n",
      " [ 2.06754732]]\n",
      "[[ 0.57946068]\n",
      " [ 2.06718588]]\n",
      "[[ 0.57968014]\n",
      " [ 2.0668695 ]]\n",
      "[[ 0.57997447]\n",
      " [ 2.06660151]]\n",
      "[[ 0.5802145 ]\n",
      " [ 2.06630206]]\n",
      "[[ 0.58040601]\n",
      " [ 2.06597948]]\n",
      "[[ 0.58060443]\n",
      " [ 2.06566095]]\n",
      "[[ 0.58088863]\n",
      " [ 2.06538963]]\n",
      "[[ 0.58116519]\n",
      " [ 2.06510019]]\n",
      "[[ 0.58140528]\n",
      " [ 2.06479144]]\n",
      "[[ 0.58171451]\n",
      " [ 2.06451821]]\n",
      "[[ 0.5819605 ]\n",
      " [ 2.06421494]]\n",
      "[[ 0.58222193]\n",
      " [ 2.06389213]]\n",
      "[[ 0.58243221]\n",
      " [ 2.06353927]]\n",
      "[[ 0.58264029]\n",
      " [ 2.06317925]]\n",
      "[[ 0.5828163 ]\n",
      " [ 2.06280756]]\n",
      "[[ 0.58295643]\n",
      " [ 2.06242085]]\n",
      "[[ 0.58311659]\n",
      " [ 2.06205606]]\n",
      "[[ 0.58333635]\n",
      " [ 2.06173682]]\n",
      "[[ 0.58363158]\n",
      " [ 2.06146646]]\n",
      "[[ 0.5838722 ]\n",
      " [ 2.06116438]]\n",
      "[[ 0.58406407]\n",
      " [ 2.06083894]]\n",
      "[[ 0.58426303]\n",
      " [ 2.06051779]]\n",
      "[[ 0.58454841]\n",
      " [ 2.06024408]]\n",
      "[[ 0.58482617]\n",
      " [ 2.05995226]]\n",
      "[[ 0.58506727]\n",
      " [ 2.05964088]]\n",
      "[[ 0.58537799]\n",
      " [ 2.05936527]]\n",
      "[[ 0.58562511]\n",
      " [ 2.05905938]]\n",
      "[[ 0.58588785]\n",
      " [ 2.05873394]]\n",
      "[[ 0.58609915]\n",
      " [ 2.05837822]]\n",
      "[[ 0.58630824]\n",
      " [ 2.05801535]]\n",
      "[[ 0.58648509]\n",
      " [ 2.05764079]]\n",
      "[[ 0.58662581]\n",
      " [ 2.05725098]]\n",
      "[[ 0.58678675]\n",
      " [ 2.05688334]]\n",
      "[[ 0.5870077 ]\n",
      " [ 2.05656171]]\n",
      "[[ 0.58723956]\n",
      " [ 2.0562458 ]]\n",
      "[[ 0.58742303]\n",
      " [ 2.05590248]]\n",
      "[[ 0.58756322]\n",
      " [ 2.05553937]]\n",
      "[[ 0.5877158 ]\n",
      " [ 2.05518413]]\n",
      "[[ 0.58796018]\n",
      " [ 2.0548799 ]]\n",
      "[[ 0.58820117]\n",
      " [ 2.05456018]]\n",
      "[[ 0.58840907]\n",
      " [ 2.05422354]]\n",
      "[[ 0.58869058]\n",
      " [ 2.05392528]]\n",
      "[[ 0.58891118]\n",
      " [ 2.05359864]]\n",
      "[[ 0.58915031]\n",
      " [ 2.05325389]]\n",
      "[[ 0.58934015]\n",
      " [ 2.05288053]]\n",
      "[[ 0.58953011]\n",
      " [ 2.05250144]]\n",
      "[[ 0.58968961]\n",
      " [ 2.05211186]]\n",
      "[[ 0.5898146 ]\n",
      " [ 2.05170822]]\n",
      "[[ 0.58996159]\n",
      " [ 2.05132794]]\n",
      "[[ 0.5901705 ]\n",
      " [ 2.05099487]]\n",
      "[[ 0.59039176]\n",
      " [ 2.05066872]]\n",
      "[[ 0.5905655 ]\n",
      " [ 2.05031562]]\n",
      "[[ 0.59069681]\n",
      " [ 2.04994345]]\n",
      "[[ 0.59084159]\n",
      " [ 2.04957986]]\n",
      "[[ 0.59107965]\n",
      " [ 2.04926825]]\n",
      "[[ 0.59131503]\n",
      " [ 2.04894161]]\n",
      "[[ 0.59151787]\n",
      " [ 2.04859829]]\n",
      "[[ 0.5917955 ]\n",
      " [ 2.04829407]]\n",
      "[[ 0.59201235]\n",
      " [ 2.04796147]]\n",
      "[[ 0.59224832]\n",
      " [ 2.04761124]]\n",
      "[[ 0.59243518]\n",
      " [ 2.04723239]]\n",
      "[[ 0.59262258]\n",
      " [ 2.04684806]]\n",
      "[[ 0.5927797 ]\n",
      " [ 2.04645348]]\n",
      "[[ 0.59290242]\n",
      " [ 2.04604506]]\n",
      "[[ 0.59304762]\n",
      " [ 2.04566026]]\n",
      "[[ 0.5932554 ]\n",
      " [ 2.04532313]]\n",
      "[[ 0.59347594]\n",
      " [ 2.04499316]]\n",
      "[[ 0.59364879]\n",
      " [ 2.04463625]]\n",
      "[[ 0.59377915]\n",
      " [ 2.04426026]]\n",
      "[[ 0.59392321]\n",
      " [ 2.0438931 ]]\n",
      "[[ 0.59416139]\n",
      " [ 2.04357815]]\n",
      "[[ 0.59439707]\n",
      " [ 2.04324818]]\n",
      "[[ 0.59460008]\n",
      " [ 2.04290152]]\n",
      "[[ 0.59487849]\n",
      " [ 2.04259419]]\n",
      "[[ 0.59509587]\n",
      " [ 2.04225874]]\n",
      "[[ 0.59533256]\n",
      " [ 2.0419054 ]]\n",
      "[[ 0.5955199 ]\n",
      " [ 2.04152322]]\n",
      "[[ 0.59570783]\n",
      " [ 2.04113555]]\n",
      "[[ 0.59586537]\n",
      " [ 2.04073787]]\n",
      "[[ 0.59598833]\n",
      " [ 2.04032612]]\n",
      "[[ 0.59613395]\n",
      " [ 2.03993821]]\n",
      "[[ 0.59634268]\n",
      " [ 2.03959846]]\n",
      "[[ 0.59656423]\n",
      " [ 2.03926587]]\n",
      "[[ 0.59673786]\n",
      " [ 2.0389061 ]]\n",
      "[[ 0.59686875]\n",
      " [ 2.03852725]]\n",
      "[[ 0.59701347]\n",
      " [ 2.03815722]]\n",
      "[[ 0.59725296]\n",
      " [ 2.03783989]]\n",
      "[[ 0.59748995]\n",
      " [ 2.03750753]]\n",
      "[[ 0.5976941 ]\n",
      " [ 2.03715825]]\n",
      "[[ 0.59797418]\n",
      " [ 2.03684878]]\n",
      "[[ 0.59819281]\n",
      " [ 2.03651071]]\n",
      "[[ 0.59843093]\n",
      " [ 2.03615475]]\n",
      "[[ 0.5986194 ]\n",
      " [ 2.03576994]]\n",
      "[[ 0.59880847]\n",
      " [ 2.03537941]]\n",
      "[[ 0.59896696]\n",
      " [ 2.03497863]]\n",
      "[[ 0.59909064]\n",
      " [ 2.03456378]]\n",
      "[[ 0.59923714]\n",
      " [ 2.03417301]]\n",
      "[[ 0.59944719]\n",
      " [ 2.03383088]]\n",
      "[[ 0.59967017]\n",
      " [ 2.0334959 ]]\n",
      "[[ 0.59984493]\n",
      " [ 2.03313351]]\n",
      "[[ 0.5999766]\n",
      " [ 2.0327518]]\n",
      "[[ 0.60012227]\n",
      " [ 2.03237915]]\n",
      "[[ 0.60036331]\n",
      " [ 2.03205967]]\n",
      "[[ 0.60060185]\n",
      " [ 2.03172493]]\n",
      "[[ 0.60080737]\n",
      " [ 2.03137326]]\n",
      "[[ 0.6010893 ]\n",
      " [ 2.03106165]]\n",
      "[[ 0.60130936]\n",
      " [ 2.03072119]]\n",
      "[[ 0.60154909]\n",
      " [ 2.03036261]]\n",
      "[[ 0.60173881]\n",
      " [ 2.02997494]]\n",
      "[[ 0.60192913]\n",
      " [ 2.02958179]]\n",
      "[[ 0.60208869]\n",
      " [ 2.02917838]]\n",
      "[[ 0.6022132 ]\n",
      " [ 2.02876067]]\n",
      "[[ 0.60236067]\n",
      " [ 2.02836728]]\n",
      "[[ 0.60257208]\n",
      " [ 2.02802277]]\n",
      "[[ 0.60279655]\n",
      " [ 2.0276854 ]]\n",
      "[[ 0.60297245]\n",
      " [ 2.02732062]]\n",
      "[[ 0.60310501]\n",
      " [ 2.02693629]]\n",
      "[[ 0.60325164]\n",
      " [ 2.02656102]]\n",
      "[[ 0.60349429]\n",
      " [ 2.02623916]]\n",
      "[[ 0.60373443]\n",
      " [ 2.02590203]]\n",
      "[[ 0.60394126]\n",
      " [ 2.02554798]]\n",
      "[[ 0.60422504]\n",
      " [ 2.02523398]]\n",
      "[[ 0.60444659]\n",
      " [ 2.02489114]]\n",
      "[[ 0.60468787]\n",
      " [ 2.02453017]]\n",
      "[[ 0.60487884]\n",
      " [ 2.02413988]]\n",
      "[[ 0.60507041]\n",
      " [ 2.02374387]]\n",
      "[[ 0.60523099]\n",
      " [ 2.0233376 ]]\n",
      "[[ 0.60535634]\n",
      " [ 2.02291703]]\n",
      "[[ 0.60550481]\n",
      " [ 2.02252078]]\n",
      "[[ 0.60571766]\n",
      " [ 2.02217388]]\n",
      "[[ 0.60594362]\n",
      " [ 2.02183414]]\n",
      "[[ 0.60612071]\n",
      " [ 2.02146673]]\n",
      "[[ 0.60625416]\n",
      " [ 2.02107978]]\n",
      "[[ 0.60640174]\n",
      " [ 2.02070189]]\n",
      "[[ 0.606646  ]\n",
      " [ 2.02037787]]\n",
      "[[ 0.6068877 ]\n",
      " [ 2.02003837]]\n",
      "[[ 0.6070959 ]\n",
      " [ 2.01968169]]\n",
      "[[ 0.60738158]\n",
      " [ 2.01936555]]\n",
      "[[ 0.60760456]\n",
      " [ 2.01902032]]\n",
      "[[ 0.60784745]\n",
      " [ 2.01865673]]\n",
      "[[ 0.60803968]\n",
      " [ 2.01826382]]\n",
      "[[ 0.60823256]\n",
      " [ 2.01786518]]\n",
      "[[ 0.60839421]\n",
      " [ 2.01745605]]\n",
      "[[ 0.60852039]\n",
      " [ 2.01703262]]\n",
      "[[ 0.60866982]\n",
      " [ 2.01663375]]\n",
      "[[ 0.6088841 ]\n",
      " [ 2.01628447]]\n",
      "[[ 0.60911155]\n",
      " [ 2.01594234]]\n",
      "[[ 0.60928977]\n",
      " [ 2.01557231]]\n",
      "[[ 0.60942411]\n",
      " [ 2.01518273]]\n",
      "[[ 0.60957271]\n",
      " [ 2.01480222]]\n",
      "[[ 0.60981858]\n",
      " [ 2.01447582]]\n",
      "[[ 0.61006188]\n",
      " [ 2.01413393]]\n",
      "[[ 0.61027151]\n",
      " [ 2.01377487]]\n",
      "[[ 0.61055905]\n",
      " [ 2.01345658]]\n",
      "[[ 0.61078352]\n",
      " [ 2.01310897]]\n",
      "[[ 0.61102802]\n",
      " [ 2.012743  ]]\n",
      "[[ 0.61122149]\n",
      " [ 2.01234722]]\n",
      "[[ 0.61141562]\n",
      " [ 2.01194572]]\n",
      "[[ 0.61157835]\n",
      " [ 2.01153374]]\n",
      "[[ 0.61170536]\n",
      " [ 2.01110744]]\n",
      "[[ 0.6118558 ]\n",
      " [ 2.01070571]]\n",
      "[[ 0.61207145]\n",
      " [ 2.0103538 ]]\n",
      "[[ 0.6123004 ]\n",
      " [ 2.01000953]]\n",
      "[[ 0.61247981]\n",
      " [ 2.00963712]]\n",
      "[[ 0.61261499]\n",
      " [ 2.00924468]]\n",
      "[[ 0.61276454]\n",
      " [ 2.00886154]]\n",
      "[[ 0.61301202]\n",
      " [ 2.008533  ]]\n",
      "[[ 0.61325693]\n",
      " [ 2.00818872]]\n",
      "[[ 0.61346793]\n",
      " [ 2.00782728]]\n",
      "[[ 0.61375737]\n",
      " [ 2.00750685]]\n",
      "[[ 0.61398333]\n",
      " [ 2.00715685]]\n",
      "[[ 0.61422944]\n",
      " [ 2.00678825]]\n",
      "[[ 0.61442423]\n",
      " [ 2.00638986]]\n",
      "[[ 0.61461961]\n",
      " [ 2.00598574]]\n",
      "[[ 0.61478341]\n",
      " [ 2.00557089]]\n",
      "[[ 0.61491126]\n",
      " [ 2.0051415 ]]\n",
      "[[ 0.61506265]\n",
      " [ 2.00473714]]\n",
      "[[ 0.61527973]\n",
      " [ 2.00438285]]\n",
      "[[ 0.61551017]\n",
      " [ 2.00403619]]\n",
      "[[ 0.61569077]\n",
      " [ 2.00366116]]\n",
      "[[ 0.61582685]\n",
      " [ 2.0032661 ]]\n",
      "[[ 0.61597735]\n",
      " [ 2.00288033]]\n",
      "[[ 0.61622643]\n",
      " [ 2.00254965]]\n",
      "[[ 0.61647296]\n",
      " [ 2.00220299]]\n",
      "[[ 0.61668533]\n",
      " [ 2.00183892]]\n",
      "[[ 0.61697668]\n",
      " [ 2.00151634]]\n",
      "[[ 0.61720407]\n",
      " [ 2.00116396]]\n",
      "[[ 0.61745179]\n",
      " [ 2.00079298]]\n",
      "[[ 0.61764783]\n",
      " [ 2.00039172]]\n",
      "[[ 0.61784452]\n",
      " [ 1.99998474]]\n",
      "[[ 0.61800939]\n",
      " [ 1.99956715]]\n",
      "[[ 0.61813807]\n",
      " [ 1.9991349 ]]\n",
      "[[ 0.61829048]\n",
      " [ 1.99872768]]\n",
      "[[ 0.61850899]\n",
      " [ 1.99837101]]\n",
      "[[ 0.61874098]\n",
      " [ 1.99802184]]\n",
      "[[ 0.61892271]\n",
      " [ 1.99764431]]\n",
      "[[ 0.61905968]\n",
      " [ 1.99724662]]\n",
      "[[ 0.6192112 ]\n",
      " [ 1.99685824]]\n",
      "[[ 0.61946189]\n",
      " [ 1.99652517]]\n",
      "[[ 0.61971003]\n",
      " [ 1.99617624]]\n",
      "[[ 0.61992377]\n",
      " [ 1.99580979]]\n",
      "[[ 0.62021703]\n",
      " [ 1.99548495]]\n",
      "[[ 0.62044591]\n",
      " [ 1.99513018]]\n",
      "[[ 0.62069523]\n",
      " [ 1.99475658]]\n",
      "[[ 0.62089252]\n",
      " [ 1.9943527 ]]\n",
      "[[ 0.62109047]\n",
      " [ 1.99394298]]\n",
      "[[ 0.62125641]\n",
      " [ 1.99352252]]\n",
      "[[ 0.62138593]\n",
      " [ 1.99308729]]\n",
      "[[ 0.62153935]\n",
      " [ 1.99267733]]\n",
      "[[ 0.62175924]\n",
      " [ 1.99231827]]\n",
      "[[ 0.62199271]\n",
      " [ 1.99196684]]\n",
      "[[ 0.62217563]\n",
      " [ 1.99158669]]\n",
      "[[ 0.6223135 ]\n",
      " [ 1.99118626]]\n",
      "[[ 0.62246597]\n",
      " [ 1.99079525]]\n",
      "[[ 0.62271833]\n",
      " [ 1.99045992]]\n",
      "[[ 0.62296808]\n",
      " [ 1.99010861]]\n",
      "[[ 0.62318319]\n",
      " [ 1.98973966]]\n",
      "[[ 0.62347829]\n",
      " [ 1.98941255]]\n",
      "[[ 0.62370867]\n",
      " [ 1.9890554 ]]\n",
      "[[ 0.6239596 ]\n",
      " [ 1.98867929]]\n",
      "[[ 0.6241582 ]\n",
      " [ 1.98827267]]\n",
      "[[ 0.62435746]\n",
      " [ 1.9878602 ]]\n",
      "[[ 0.62452447]\n",
      " [ 1.98743689]]\n",
      "[[ 0.62465483]\n",
      " [ 1.9869988 ]]\n",
      "[[ 0.62480921]\n",
      " [ 1.98658609]]\n",
      "[[ 0.62503052]\n",
      " [ 1.98622465]]\n",
      "[[ 0.62526548]\n",
      " [ 1.98587084]]\n",
      "[[ 0.6254496 ]\n",
      " [ 1.98548818]]\n",
      "[[ 0.62558836]\n",
      " [ 1.98508501]]\n",
      "[[ 0.62574184]\n",
      " [ 1.98469126]]\n",
      "[[ 0.62599581]\n",
      " [ 1.98435366]]\n",
      "[[ 0.62624717]\n",
      " [ 1.98399997]]\n",
      "[[ 0.62646365]\n",
      " [ 1.98362851]]\n",
      "[[ 0.62676066]\n",
      " [ 1.98329926]]\n",
      "[[ 0.62699252]\n",
      " [ 1.98293972]]\n",
      "[[ 0.62724507]\n",
      " [ 1.98256111]]\n",
      "[[ 0.62744492]\n",
      " [ 1.98215175]]\n",
      "[[ 0.62764543]\n",
      " [ 1.98173642]]\n",
      "[[ 0.62781352]\n",
      " [ 1.98131025]]\n",
      "[[ 0.62794471]\n",
      " [ 1.98086917]]\n",
      "[[ 0.6281001 ]\n",
      " [ 1.98045361]]\n",
      "[[ 0.62832284]\n",
      " [ 1.98008966]]\n",
      "[[ 0.62855929]\n",
      " [ 1.97973347]]\n",
      "[[ 0.6287446 ]\n",
      " [ 1.97934818]]\n",
      "[[ 0.62888426]\n",
      " [ 1.97894239]]\n",
      "[[ 0.62903869]\n",
      " [ 1.97854602]]\n",
      "[[ 0.62929428]\n",
      " [ 1.97820616]]\n",
      "[[ 0.62954724]\n",
      " [ 1.97785008]]\n",
      "[[ 0.62976515]\n",
      " [ 1.97747612]]\n",
      "[[ 0.63006407]\n",
      " [ 1.9771446 ]]\n",
      "[[ 0.63029742]\n",
      " [ 1.97678268]]\n",
      "[[ 0.63055158]\n",
      " [ 1.97640157]]\n",
      "[[ 0.63075268]\n",
      " [ 1.97598946]]\n",
      "[[ 0.63095444]\n",
      " [ 1.97557139]]\n",
      "[[ 0.6311236 ]\n",
      " [ 1.97514236]]\n",
      "[[ 0.63125563]\n",
      " [ 1.97469831]]\n",
      "[[ 0.63141197]\n",
      " [ 1.97428   ]]\n",
      "[[ 0.63163614]\n",
      " [ 1.97391367]]\n",
      "[[ 0.63187408]\n",
      " [ 1.97355509]]\n",
      "[[ 0.63206059]\n",
      " [ 1.97316718]]\n",
      "[[ 0.63220114]\n",
      " [ 1.97275865]]\n",
      "[[ 0.63235658]\n",
      " [ 1.97235966]]\n",
      "[[ 0.63261378]\n",
      " [ 1.97201753]]\n",
      "[[ 0.63286829]\n",
      " [ 1.97165906]]\n",
      "[[ 0.63308758]\n",
      " [ 1.9712826 ]]\n",
      "[[ 0.6333884 ]\n",
      " [ 1.97094893]]\n",
      "[[ 0.63362318]\n",
      " [ 1.97058451]]\n",
      "[[ 0.63387895]\n",
      " [ 1.97020078]]\n",
      "[[ 0.63408136]\n",
      " [ 1.96978593]]\n",
      "[[ 0.63428444]\n",
      " [ 1.96936512]]\n",
      "[[ 0.63445467]\n",
      " [ 1.96893322]]\n",
      "[[ 0.63458753]\n",
      " [ 1.96848619]]\n",
      "[[ 0.63474488]\n",
      " [ 1.96806514]]\n",
      "[[ 0.63497049]\n",
      " [ 1.96769631]]\n",
      "[[ 0.63520998]\n",
      " [ 1.96733534]]\n",
      "[[ 0.63539761]\n",
      " [ 1.96694493]]\n",
      "[[ 0.63553905]\n",
      " [ 1.96653366]]\n",
      "[[ 0.63569546]\n",
      " [ 1.96613204]]\n",
      "[[ 0.63595432]\n",
      " [ 1.96578765]]\n",
      "[[ 0.63621044]\n",
      " [ 1.96542692]]\n",
      "[[ 0.6364311 ]\n",
      " [ 1.96504796]]\n",
      "[[ 0.63673383]\n",
      " [ 1.96471202]]\n",
      "[[ 0.6369701 ]\n",
      " [ 1.96434522]]\n",
      "[[ 0.63722748]\n",
      " [ 1.96395898]]\n",
      "[[ 0.63743114]\n",
      " [ 1.96354139]]\n",
      "[[ 0.63763547]\n",
      " [ 1.96311772]]\n",
      "[[ 0.63780677]\n",
      " [ 1.96268296]]\n",
      "[[ 0.63794047]\n",
      " [ 1.96223295]]\n",
      "[[ 0.63809884]\n",
      " [ 1.96180904]]\n",
      "[[ 0.63832581]\n",
      " [ 1.96143782]]\n",
      "[[ 0.63856679]\n",
      " [ 1.96107447]]\n",
      "[[ 0.63875562]\n",
      " [ 1.96068144]]\n",
      "[[ 0.63889796]\n",
      " [ 1.96026742]]\n",
      "[[ 0.63905537]\n",
      " [ 1.95986307]]\n",
      "[[ 0.63931584]\n",
      " [ 1.95951641]]\n",
      "[[ 0.63957357]\n",
      " [ 1.95915318]]\n",
      "[[ 0.6397956 ]\n",
      " [ 1.95877171]]\n",
      "[[ 0.64010018]\n",
      " [ 1.95843363]]\n",
      "[[ 0.64033794]\n",
      " [ 1.95806444]]\n",
      "[[ 0.64059693]\n",
      " [ 1.95767558]]\n",
      "[[ 0.64080191]\n",
      " [ 1.95725513]]\n",
      "[[ 0.64100754]\n",
      " [ 1.95682871]]\n",
      "[[ 0.64117992]\n",
      " [ 1.9563911 ]]\n",
      "[[ 0.64131445]\n",
      " [ 1.9559381 ]]\n",
      "[[ 0.64147377]\n",
      " [ 1.95551145]]\n",
      "[[ 0.64170218]\n",
      " [ 1.95513773]]\n",
      "[[ 0.64194465]\n",
      " [ 1.95477188]]\n",
      "[[ 0.64213467]\n",
      " [ 1.95437622]]\n",
      "[[ 0.6422779 ]\n",
      " [ 1.95395947]]\n",
      "[[ 0.64243627]\n",
      " [ 1.95355248]]\n",
      "[[ 0.64269835]\n",
      " [ 1.95320356]]\n",
      "[[ 0.64295769]\n",
      " [ 1.95283794]]\n",
      "[[ 0.64318109]\n",
      " [ 1.95245397]]\n",
      "[[ 0.64348757]\n",
      " [ 1.95211363]]\n",
      "[[ 0.64372683]\n",
      " [ 1.95174193]]\n",
      "[[ 0.64398742]\n",
      " [ 1.95135057]]\n",
      "[[ 0.64419365]\n",
      " [ 1.95092738]]\n",
      "[[ 0.64440054]\n",
      " [ 1.9504981 ]]\n",
      "[[ 0.64457399]\n",
      " [ 1.95005763]]\n",
      "[[ 0.64470935]\n",
      " [ 1.94960165]]\n",
      "[[ 0.64486969]\n",
      " [ 1.94917214]]\n",
      "[[ 0.64509952]\n",
      " [ 1.94879603]]\n",
      "[[ 0.64534354]\n",
      " [ 1.9484278 ]]\n",
      "[[ 0.64553475]\n",
      " [ 1.94802952]]\n",
      "[[ 0.64567882]\n",
      " [ 1.94761014]]\n",
      "[[ 0.6458382 ]\n",
      " [ 1.94720054]]\n",
      "[[ 0.64610189]\n",
      " [ 1.94684935]]\n",
      "[[ 0.64636284]\n",
      " [ 1.94648135]]\n",
      "[[ 0.64658767]\n",
      " [ 1.94609487]]\n",
      "[[ 0.64689606]\n",
      " [ 1.94575226]]\n",
      "[[ 0.64713681]\n",
      " [ 1.94537818]]\n",
      "[[ 0.64739901]\n",
      " [ 1.9449842 ]]\n",
      "[[ 0.64760649]\n",
      " [ 1.94455826]]\n",
      "[[ 0.64781469]\n",
      " [ 1.94412625]]\n",
      "[[ 0.64798921]\n",
      " [ 1.94368291]]\n",
      "[[ 0.64812541]\n",
      " [ 1.94322407]]\n",
      "[[ 0.64828676]\n",
      " [ 1.94279182]]\n",
      "[[ 0.64851803]\n",
      " [ 1.94241321]]\n",
      "[[ 0.64876354]\n",
      " [ 1.94204259]]\n",
      "[[ 0.64895594]\n",
      " [ 1.94164181]]\n",
      "[[ 0.6491009 ]\n",
      " [ 1.94121969]]\n",
      "[[ 0.64926124]\n",
      " [ 1.94080734]]\n",
      "[[ 0.6495266 ]\n",
      " [ 1.94045377]]\n",
      "[[ 0.64978921]\n",
      " [ 1.94008338]]\n",
      "[[ 0.65001541]\n",
      " [ 1.9396944 ]]\n",
      "[[ 0.65032572]\n",
      " [ 1.93934953]]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[[ 0.65056795]\n",
      " [ 1.93897295]]\n",
      "[[ 0.65083176]\n",
      " [ 1.93857646]]\n",
      "[[ 0.65104055]\n",
      " [ 1.93814778]]\n",
      "[[ 0.65125   ]\n",
      " [ 1.93771291]]\n",
      "[[ 0.6514256 ]\n",
      " [ 1.93726671]]\n",
      "[[ 0.65156263]\n",
      " [ 1.93680489]]\n",
      "[[ 0.65172493]\n",
      " [ 1.93636978]]\n",
      "[[ 0.65195763]\n",
      " [ 1.93598878]]\n",
      "[[ 0.65220463]\n",
      " [ 1.93561578]]\n",
      "[[ 0.65239823]\n",
      " [ 1.93521237]]\n",
      "[[ 0.65254408]\n",
      " [ 1.93478751]]\n",
      "[[ 0.65270543]\n",
      " [ 1.93437254]]\n",
      "[[ 0.6529724]\n",
      " [ 1.9340167]]\n",
      "[[ 0.65323663]\n",
      " [ 1.93364394]]\n",
      "[[ 0.6534642 ]\n",
      " [ 1.93325245]]\n",
      "[[ 0.65377641]\n",
      " [ 1.93290544]]\n",
      "[[ 0.65402013]\n",
      " [ 1.93252647]]\n",
      "[[ 0.65428555]\n",
      " [ 1.93212736]]\n",
      "[[ 0.6544956 ]\n",
      " [ 1.93169594]]\n",
      "[[ 0.65470636]\n",
      " [ 1.93125832]]\n",
      "[[ 0.65488303]\n",
      " [ 1.93080926]]\n",
      "[[ 0.65502089]\n",
      " [ 1.93034434]]\n",
      "[[ 0.65518421]\n",
      " [ 1.92990649]]\n",
      "[[ 0.65541834]\n",
      " [ 1.92952299]]\n",
      "[[ 0.65566689]\n",
      " [ 1.9291476 ]]\n",
      "[[ 0.65586162]\n",
      " [ 1.92874157]]\n",
      "[[ 0.65600836]\n",
      " [ 1.92831397]]\n",
      "[[ 0.65617067]\n",
      " [ 1.92789626]]\n",
      "[[ 0.65643924]\n",
      " [ 1.92753816]]\n",
      "[[ 0.65670508]\n",
      " [ 1.927163  ]]\n",
      "[[ 0.65693408]\n",
      " [ 1.92676902]]\n",
      "[[ 0.6572482 ]\n",
      " [ 1.92641973]]\n",
      "[[ 0.65749341]\n",
      " [ 1.92603838]]\n",
      "[[ 0.6577605 ]\n",
      " [ 1.92563677]]\n",
      "[[ 0.65797186]\n",
      " [ 1.92520249]]\n",
      "[[ 0.65818387]\n",
      " [ 1.92476201]]\n",
      "[[ 0.65836161]\n",
      " [ 1.92430997]]\n",
      "[[ 0.65850031]\n",
      " [ 1.92384207]]\n",
      "[[ 0.65866464]\n",
      " [ 1.92340136]]\n",
      "[[ 0.6589002 ]\n",
      " [ 1.92301536]]\n",
      "[[ 0.65915024]\n",
      " [ 1.92263746]]\n",
      "[[ 0.65934616]\n",
      " [ 1.92222881]]\n",
      "[[ 0.6594938 ]\n",
      " [ 1.92179847]]\n",
      "[[ 0.65965712]\n",
      " [ 1.92137814]]\n",
      "[[ 0.65992737]\n",
      " [ 1.92101777]]\n",
      "[[ 0.66019481]\n",
      " [ 1.92064023]]\n",
      "[[ 0.66042519]\n",
      " [ 1.92024362]]\n",
      "[[ 0.66074121]\n",
      " [ 1.91989207]]\n",
      "[[ 0.66098785]\n",
      " [ 1.91950822]]\n",
      "[[ 0.66125655]\n",
      " [ 1.91910398]]\n",
      "[[ 0.66146916]\n",
      " [ 1.91866696]]\n",
      "[[ 0.66168249]\n",
      " [ 1.91822362]]\n",
      "[[ 0.6618613 ]\n",
      " [ 1.91776872]]\n",
      "[[ 0.66200083]\n",
      " [ 1.91729784]]\n",
      "[[ 0.66216612]\n",
      " [ 1.91685426]]\n",
      "[[ 0.66240305]\n",
      " [ 1.91646576]]\n",
      "[[ 0.66265458]\n",
      " [ 1.91608548]]\n",
      "[[ 0.66285169]\n",
      " [ 1.91567421]]\n",
      "[[ 0.66300023]\n",
      " [ 1.91524112]]\n",
      "[[ 0.66316456]\n",
      " [ 1.91481805]]\n",
      "[[ 0.66343641]\n",
      " [ 1.91445529]]\n",
      "[[ 0.66370547]\n",
      " [ 1.91407537]]\n",
      "[[ 0.66393721]\n",
      " [ 1.91367626]]\n",
      "[[ 0.66425514]\n",
      " [ 1.91332245]]\n",
      "[[ 0.66450328]\n",
      " [ 1.91293621]]\n",
      "[[ 0.66477358]\n",
      " [ 1.91252947]]\n",
      "[[ 0.6649875 ]\n",
      " [ 1.91208971]]\n",
      "[[ 0.66520214]\n",
      " [ 1.91164362]]\n",
      "[[ 0.66538203]\n",
      " [ 1.91118586]]\n",
      "[[ 0.6655224]\n",
      " [ 1.910712 ]]\n",
      "[[ 0.66568869]\n",
      " [ 1.91026568]]\n",
      "[[ 0.66592705]\n",
      " [ 1.9098748 ]]\n",
      "[[ 0.66618013]\n",
      " [ 1.90949214]]\n",
      "[[ 0.66637844]\n",
      " [ 1.90907824]]\n",
      "[[ 0.66652787]\n",
      " [ 1.90864229]]\n",
      "[[ 0.66669315]\n",
      " [ 1.9082166 ]]\n",
      "[[ 0.66696662]\n",
      " [ 1.90785158]]\n",
      "[[ 0.66723728]\n",
      " [ 1.90746915]]\n",
      "[[ 0.6674704 ]\n",
      " [ 1.90706754]]\n",
      "[[ 0.66779023]\n",
      " [ 1.90671158]]\n",
      "[[ 0.66803986]\n",
      " [ 1.90632284]]\n",
      "[[ 0.66831177]\n",
      " [ 1.90591347]]\n",
      "[[ 0.66852695]\n",
      " [ 1.90547085]]\n",
      "[[ 0.66874284]\n",
      " [ 1.90502191]]\n",
      "[[ 0.6689238 ]\n",
      " [ 1.90456116]]\n",
      "[[ 0.669065  ]\n",
      " [ 1.90408432]]\n",
      "[[ 0.66923231]\n",
      " [ 1.90363514]]\n",
      "[[ 0.6694721 ]\n",
      " [ 1.90324175]]\n",
      "[[ 0.66972667]\n",
      " [ 1.90285671]]\n",
      "[[ 0.66992617]\n",
      " [ 1.90244019]]\n",
      "[[ 0.67007649]\n",
      " [ 1.9020015 ]]\n",
      "[[ 0.67024279]\n",
      " [ 1.90157306]]\n",
      "[[ 0.67051792]\n",
      " [ 1.90120578]]\n",
      "[[ 0.6707902 ]\n",
      " [ 1.90082097]]\n",
      "[[ 0.67102474]\n",
      " [ 1.90041685]]\n",
      "[[ 0.67134649]\n",
      " [ 1.90005863]]\n",
      "[[ 0.6715976 ]\n",
      " [ 1.89966738]]\n",
      "[[ 0.67187113]\n",
      " [ 1.89925539]]\n",
      "[[ 0.67208761]\n",
      " [ 1.89881003]]\n",
      "[[ 0.67230481]\n",
      " [ 1.89835823]]\n",
      "[[ 0.67248684]\n",
      " [ 1.89789462]]\n",
      "[[ 0.67262894]\n",
      " [ 1.8974148 ]]\n",
      "[[ 0.6727972 ]\n",
      " [ 1.89696276]]\n",
      "[[ 0.67303842]\n",
      " [ 1.89656687]]\n",
      "[[ 0.67329448]\n",
      " [ 1.89617932]]\n",
      "[[ 0.67349517]\n",
      " [ 1.89576018]]\n",
      "[[ 0.67364639]\n",
      " [ 1.89531875]]\n",
      "[[ 0.67381364]\n",
      " [ 1.89488769]]\n",
      "[[ 0.67409039]\n",
      " [ 1.89451802]]\n",
      "[[ 0.67436427]\n",
      " [ 1.89413083]]\n",
      "[[ 0.67460018]\n",
      " [ 1.8937242 ]]\n",
      "[[ 0.67492378]\n",
      " [ 1.89336371]]\n",
      "[[ 0.67517638]\n",
      " [ 1.89297009]]\n",
      "[[ 0.67545152]\n",
      " [ 1.89255559]]\n",
      "[[ 0.67566925]\n",
      " [ 1.89210737]]\n",
      "[[ 0.6758877]\n",
      " [ 1.8916527]]\n",
      "[[ 0.67607081]\n",
      " [ 1.89118624]]\n",
      "[[ 0.67621374]\n",
      " [ 1.89070344]]\n",
      "[[ 0.67638302]\n",
      " [ 1.89024866]]\n",
      "[[ 0.67662567]\n",
      " [ 1.88985026]]\n",
      "[[ 0.67688328]\n",
      " [ 1.88946033]]\n",
      "[[ 0.6770851 ]\n",
      " [ 1.88903856]]\n",
      "[[ 0.67723721]\n",
      " [ 1.88859439]]\n",
      "[[ 0.67740548]\n",
      " [ 1.88816059]]\n",
      "[[ 0.67768383]\n",
      " [ 1.88778865]]\n",
      "[[ 0.67795932]\n",
      " [ 1.88739896]]\n",
      "[[ 0.67819661]\n",
      " [ 1.88698971]]\n",
      "[[ 0.67852211]\n",
      " [ 1.88662696]]\n",
      "[[ 0.6787762 ]\n",
      " [ 1.88623083]]\n",
      "[[ 0.67905295]\n",
      " [ 1.88581371]]\n",
      "[[ 0.67927194]\n",
      " [ 1.88536274]]\n",
      "[[ 0.6794917 ]\n",
      " [ 1.88490534]]\n",
      "[[ 0.67967588]\n",
      " [ 1.88443589]]\n",
      "[[ 0.67981964]\n",
      " [ 1.88395   ]]\n",
      "[[ 0.67998993]\n",
      " [ 1.88349235]]\n",
      "[[ 0.68023401]\n",
      " [ 1.88309157]]\n",
      "[[ 0.68049312]\n",
      " [ 1.88269925]]\n",
      "[[ 0.68069613]\n",
      " [ 1.88227487]]\n",
      "[[ 0.68084913]\n",
      " [ 1.88182795]]\n",
      "[[ 0.68101835]\n",
      " [ 1.88139153]]\n",
      "[[ 0.68129838]\n",
      " [ 1.88101721]]\n",
      "[[ 0.68157548]\n",
      " [ 1.88062513]]\n",
      "[[ 0.68181419]\n",
      " [ 1.88021338]]\n",
      "[[ 0.6821416 ]\n",
      " [ 1.87984836]]\n",
      "[[ 0.68239719]\n",
      " [ 1.87944984]]\n",
      "[[ 0.68267554]\n",
      " [ 1.87903011]]\n",
      "[[ 0.68289584]\n",
      " [ 1.8785764 ]]\n",
      "[[ 0.68311685]\n",
      " [ 1.87811613]]\n",
      "[[ 0.6833021 ]\n",
      " [ 1.87764382]]\n",
      "[[ 0.68344671]\n",
      " [ 1.87715495]]\n",
      "[[ 0.68361795]\n",
      " [ 1.87669444]]\n",
      "[[ 0.68386346]\n",
      " [ 1.87629116]]\n",
      "[[ 0.68412405]\n",
      " [ 1.87589633]]\n",
      "[[ 0.68432826]\n",
      " [ 1.87546933]]\n",
      "[[ 0.68448216]\n",
      " [ 1.87501967]]\n",
      "[[ 0.68465239]\n",
      " [ 1.8745805 ]]\n",
      "[[ 0.68493402]\n",
      " [ 1.87420392]]\n",
      "[[ 0.68521273]\n",
      " [ 1.87380946]]\n",
      "[[ 0.68545282]\n",
      " [ 1.8733952 ]]\n",
      "[[ 0.68578213]\n",
      " [ 1.87302792]]\n",
      "[[ 0.68603921]\n",
      " [ 1.8726269 ]]\n",
      "[[ 0.68631917]\n",
      " [ 1.87220466]]\n",
      "[[ 0.68654072]\n",
      " [ 1.87174809]]\n",
      "[[ 0.68676305]\n",
      " [ 1.87128496]]\n",
      "[[ 0.68694937]\n",
      " [ 1.87080979]]\n",
      "[[ 0.68709481]\n",
      " [ 1.87031794]]\n",
      "[[ 0.68726707]\n",
      " [ 1.86985457]]\n",
      "[[ 0.68751395]\n",
      " [ 1.86944878]]\n",
      "[[ 0.68777609]\n",
      " [ 1.86905158]]\n",
      "[[ 0.68798149]\n",
      " [ 1.86862195]]\n",
      "[[ 0.68813628]\n",
      " [ 1.86816955]]\n",
      "[[ 0.68830746]\n",
      " [ 1.86772764]]\n",
      "[[ 0.68859071]\n",
      " [ 1.86734879]]\n",
      "[[ 0.68887103]\n",
      " [ 1.86695194]]\n",
      "[[ 0.68911248]\n",
      " [ 1.86653507]]\n",
      "[[ 0.68944371]\n",
      " [ 1.86616552]]\n",
      "[[ 0.68970227]\n",
      " [ 1.865762  ]]\n",
      "[[ 0.68998384]\n",
      " [ 1.86533713]]\n",
      "[[ 0.69020671]\n",
      " [ 1.86487782]]\n",
      "[[ 0.69043028]\n",
      " [ 1.86441183]]\n",
      "[[ 0.69061768]\n",
      " [ 1.86393368]]\n",
      "[[ 0.69076395]\n",
      " [ 1.86343884]]\n",
      "[[ 0.69093716]\n",
      " [ 1.86297274]]\n",
      "[[ 0.69118547]\n",
      " [ 1.86256444]]\n",
      "[[ 0.69144911]\n",
      " [ 1.86216474]]\n",
      "[[ 0.6916557 ]\n",
      " [ 1.86173248]]\n",
      "[[ 0.69181138]\n",
      " [ 1.86127722]]\n",
      "[[ 0.69198358]\n",
      " [ 1.86083269]]\n",
      "[[ 0.69226849]\n",
      " [ 1.86045146]]\n",
      "[[ 0.69255042]\n",
      " [ 1.86005211]]\n",
      "[[ 0.69279325]\n",
      " [ 1.85963273]]\n",
      "[[ 0.69312638]\n",
      " [ 1.85926092]]\n",
      "[[ 0.69338638]\n",
      " [ 1.85885501]]\n",
      "[[ 0.69366962]\n",
      " [ 1.85842752]]\n",
      "[[ 0.69389373]\n",
      " [ 1.85796535]]\n",
      "[[ 0.69411862]\n",
      " [ 1.8574965 ]]\n",
      "[[ 0.69430709]\n",
      " [ 1.85701549]]\n",
      "[[ 0.69445419]\n",
      " [ 1.85651755]]\n",
      "[[ 0.69462842]\n",
      " [ 1.85604858]]\n",
      "[[ 0.69487816]\n",
      " [ 1.85563779]]\n",
      "[[ 0.69514328]\n",
      " [ 1.8552357 ]]\n",
      "[[ 0.69535106]\n",
      " [ 1.85480082]]\n",
      "[[ 0.69550765]\n",
      " [ 1.85434282]]\n",
      "[[ 0.6956808 ]\n",
      " [ 1.85389555]]\n",
      "[[ 0.69596732]\n",
      " [ 1.85351205]]\n",
      "[[ 0.69625086]\n",
      " [ 1.85311031]]\n",
      "[[ 0.69649512]\n",
      " [ 1.85268843]]\n",
      "[[ 0.69683015]\n",
      " [ 1.85231435]]\n",
      "[[ 0.69709164]\n",
      " [ 1.85190594]]\n",
      "[[ 0.69737649]\n",
      " [ 1.85147583]]\n",
      "[[ 0.69760191]\n",
      " [ 1.85101092]]\n",
      "[[ 0.69782805]\n",
      " [ 1.85053933]]\n",
      "[[ 0.6980176 ]\n",
      " [ 1.85005534]]\n",
      "[[ 0.69816554]\n",
      " [ 1.84955442]]\n",
      "[[ 0.69834077]\n",
      " [ 1.84908259]]\n",
      "[[ 0.69859195]\n",
      " [ 1.84866941]]\n",
      "[[ 0.69885856]\n",
      " [ 1.84826493]]\n",
      "[[ 0.69906747]\n",
      " [ 1.84782743]]\n",
      "[[ 0.69922495]\n",
      " [ 1.84736669]]\n",
      "[[ 0.69939911]\n",
      " [ 1.84691668]]\n",
      "[[ 0.69968724]\n",
      " [ 1.8465308 ]]\n",
      "[[ 0.69997239]\n",
      " [ 1.84612656]]\n",
      "[[ 0.70021802]\n",
      " [ 1.84570205]]\n",
      "[[ 0.70055491]\n",
      " [ 1.84532571]]\n",
      "[[ 0.70081788]\n",
      " [ 1.84491479]]\n",
      "[[ 0.70110434]\n",
      " [ 1.84448218]]\n",
      "[[ 0.70133102]\n",
      " [ 1.84401441]]\n",
      "[[ 0.70155841]\n",
      " [ 1.84353995]]\n",
      "[[ 0.70174903]\n",
      " [ 1.8430531 ]]\n",
      "[[ 0.7018978]\n",
      " [ 1.8425492]]\n",
      "[[ 0.70207399]\n",
      " [ 1.84207451]]\n",
      "[[ 0.7023266 ]\n",
      " [ 1.84165883]]\n",
      "[[ 0.70259476]\n",
      " [ 1.84125185]]\n",
      "[[ 0.70280486]\n",
      " [ 1.84081173]]\n",
      "[[ 0.70296323]\n",
      " [ 1.84034824]]\n",
      "[[ 0.70313835]\n",
      " [ 1.83989561]]\n",
      "[[ 0.70342809]\n",
      " [ 1.83950746]]\n",
      "[[ 0.70371485]\n",
      " [ 1.83910084]]\n",
      "[[ 0.70396185]\n",
      " [ 1.83867383]]\n",
      "[[ 0.70430064]\n",
      " [ 1.83829534]]\n",
      "[[ 0.70456511]\n",
      " [ 1.83788204]]\n",
      "[[ 0.70485318]\n",
      " [ 1.83744681]]\n",
      "[[ 0.70508111]\n",
      " [ 1.83697629]]\n",
      "[[ 0.70530981]\n",
      " [ 1.83649898]]\n",
      "[[ 0.7055015 ]\n",
      " [ 1.83600914]]\n",
      "[[ 0.7056511 ]\n",
      " [ 1.83550227]]\n",
      "[[ 0.70582831]\n",
      " [ 1.83502471]]\n",
      "[[ 0.70608228]\n",
      " [ 1.83460653]]\n",
      "[[ 0.70635194]\n",
      " [ 1.83419716]]\n",
      "[[ 0.70656323]\n",
      " [ 1.83375442]]\n",
      "[[ 0.70672244]\n",
      " [ 1.83328807]]\n",
      "[[ 0.70689857]\n",
      " [ 1.83283269]]\n",
      "[[ 0.70718998]\n",
      " [ 1.83244216]]\n",
      "[[ 0.70747834]\n",
      " [ 1.83203316]]\n",
      "[[ 0.70772672]\n",
      " [ 1.83160353]]\n",
      "[[ 0.70806742]\n",
      " [ 1.83122277]]\n",
      "[[ 0.70833337]\n",
      " [ 1.83080697]]\n",
      "[[ 0.70862305]\n",
      " [ 1.83036911]]\n",
      "[[ 0.70885229]\n",
      " [ 1.82989573]]\n",
      "[[ 0.70908225]\n",
      " [ 1.82941556]]\n",
      "[[ 0.70927501]\n",
      " [ 1.82892287]]\n",
      "[[ 0.70942545]\n",
      " [ 1.82841289]]\n",
      "[[ 0.70960367]\n",
      " [ 1.82793248]]\n",
      "[[ 0.70985907]\n",
      " [ 1.82751179]]\n",
      "[[ 0.71013021]\n",
      " [ 1.82709992]]\n",
      "[[ 0.71034271]\n",
      " [ 1.82665455]]\n",
      "[[ 0.7105028 ]\n",
      " [ 1.82618546]]\n",
      "[[ 0.71067989]\n",
      " [ 1.82572734]]\n",
      "[[ 0.71090269]\n",
      " [ 1.82529783]]\n",
      "[[ 0.71112949]\n",
      " [ 1.8248533 ]]\n",
      "[[ 0.71132237]\n",
      " [ 1.82439137]]\n",
      "[[ 0.71161383]\n",
      " [ 1.82398152]]\n",
      "[[ 0.71183521]\n",
      " [ 1.82353914]]\n",
      "[[ 0.71208507]\n",
      " [ 1.82307696]]\n",
      "[[ 0.71227825]\n",
      " [ 1.82258129]]\n",
      "[[ 0.7124759 ]\n",
      " [ 1.82208073]]\n",
      "[[ 0.71263945]\n",
      " [ 1.82156932]]\n",
      "[[ 0.71276349]\n",
      " [ 1.82104206]]\n",
      "[[ 0.71291816]\n",
      " [ 1.82054603]]\n",
      "[[ 0.713153  ]\n",
      " [ 1.82011127]]\n",
      "[[ 0.71340591]\n",
      " [ 1.81968665]]\n",
      "[[ 0.71360171]\n",
      " [ 1.81922925]]\n",
      "[[ 0.71374667]\n",
      " [ 1.81874895]]\n",
      "[[ 0.71391028]\n",
      " [ 1.81828058]]\n",
      "[[ 0.7141214 ]\n",
      " [ 1.81784177]]\n",
      "[[ 0.71433777]\n",
      " [ 1.81738853]]\n",
      "[[ 0.71452123]\n",
      " [ 1.81691837]]\n",
      "[[ 0.71480495]\n",
      " [ 1.81650114]]\n",
      "[[ 0.71501905]\n",
      " [ 1.8160516 ]]\n",
      "[[ 0.71526271]\n",
      " [ 1.81558263]]\n",
      "[[ 0.71545011]\n",
      " [ 1.8150804 ]]\n",
      "[[ 0.71564269]\n",
      " [ 1.81457353]]\n",
      "[[ 0.7158016 ]\n",
      " [ 1.81405616]]\n",
      "[[ 0.71592128]\n",
      " [ 1.81352317]]\n",
      "[[ 0.71607232]\n",
      " [ 1.81302178]]\n",
      "[[ 0.71630448]\n",
      " [ 1.81258237]]\n",
      "[[ 0.71655524]\n",
      " [ 1.81215322]]\n",
      "[[ 0.71674895]\n",
      " [ 1.8116914 ]]\n",
      "[[ 0.71689177]\n",
      " [ 1.8112067 ]]\n",
      "[[ 0.71705371]\n",
      " [ 1.81073415]]\n",
      "[[ 0.7172637 ]\n",
      " [ 1.81029141]]\n",
      "[[ 0.71747923]\n",
      " [ 1.80983436]]\n",
      "[[ 0.71766186]\n",
      " [ 1.80936038]]\n",
      "[[ 0.71794558]\n",
      " [ 1.8089397 ]]\n",
      "[[ 0.71815944]\n",
      " [ 1.8084867 ]]\n",
      "[[ 0.71840316]\n",
      " [ 1.80801427]]\n",
      "[[ 0.71859044]\n",
      " [ 1.80750835]]\n",
      "[[ 0.71878308]\n",
      " [ 1.8069979 ]]\n",
      "[[ 0.71894193]\n",
      " [ 1.80647695]]\n",
      "[[ 0.71906143]\n",
      " [ 1.80594039]]\n",
      "[[ 0.71921253]\n",
      " [ 1.80543566]]\n",
      "[[ 0.71944535]\n",
      " [ 1.80499327]]\n",
      "[[ 0.71969694]\n",
      " [ 1.80456126]]\n",
      "[[ 0.71989119]\n",
      " [ 1.80409646]]\n",
      "[[ 0.7200343 ]\n",
      " [ 1.80360866]]\n",
      "[[ 0.72019672]\n",
      " [ 1.80313301]]\n",
      "[[ 0.72040755]\n",
      " [ 1.80268753]]\n",
      "[[ 0.72062397]\n",
      " [ 1.8022275 ]]\n",
      "[[ 0.72080731]\n",
      " [ 1.80175054]]\n",
      "[[ 0.72109246]\n",
      " [ 1.80132723]]\n",
      "[[ 0.72130734]\n",
      " [ 1.80087149]]\n",
      "[[ 0.72155225]\n",
      " [ 1.8003962 ]]\n",
      "[[ 0.72174042]\n",
      " [ 1.79988718]]\n",
      "[[ 0.72193402]\n",
      " [ 1.79937375]]\n",
      "[[ 0.72209364]\n",
      " [ 1.79884958]]\n",
      "[[ 0.72221369]\n",
      " [ 1.7983098 ]]\n",
      "[[ 0.72236556]\n",
      " [ 1.79780209]]\n",
      "[[ 0.72259969]\n",
      " [ 1.79735696]]\n",
      "[[ 0.72285271]\n",
      " [ 1.79692245]]\n",
      "[[ 0.72304803]\n",
      " [ 1.79645491]]\n",
      "[[ 0.72319198]\n",
      " [ 1.79596424]]\n",
      "[[ 0.72335529]\n",
      " [ 1.79548585]]\n",
      "[[ 0.72356731]\n",
      " [ 1.79503763]]\n",
      "[[ 0.72378498]\n",
      " [ 1.79457498]]\n",
      "[[ 0.7239694 ]\n",
      " [ 1.79409528]]\n",
      "[[ 0.72425622]\n",
      " [ 1.79366946]]\n",
      "[[ 0.72447234]\n",
      " [ 1.79321098]]\n",
      "[[ 0.72471875]\n",
      " [ 1.79273283]]\n",
      "[[ 0.72490799]\n",
      " [ 1.79222083]]\n",
      "[[ 0.72510272]\n",
      " [ 1.7917043 ]]\n",
      "[[ 0.7252633 ]\n",
      " [ 1.79117715]]\n",
      "[[ 0.72538406]\n",
      " [ 1.79063416]]\n",
      "[[ 0.72553682]\n",
      " [ 1.79012346]]\n",
      "[[ 0.72577238]\n",
      " [ 1.78967583]]\n",
      "[[ 0.72602689]\n",
      " [ 1.78923869]]\n",
      "[[ 0.72622341]\n",
      " [ 1.78876841]]\n",
      "[[ 0.72636819]\n",
      " [ 1.78827488]]\n",
      "[[ 0.72653252]\n",
      " [ 1.78779376]]\n",
      "[[ 0.72674584]\n",
      " [ 1.78734303]]\n",
      "[[ 0.72696489]\n",
      " [ 1.78687763]]\n",
      "[[ 0.72715044]\n",
      " [ 1.78639519]]\n",
      "[[ 0.72743899]\n",
      " [ 1.78596699]]\n",
      "[[ 0.72765642]\n",
      " [ 1.78550589]]\n",
      "[[ 0.72790432]\n",
      " [ 1.785025  ]]\n",
      "[[ 0.72809476]\n",
      " [ 1.78451014]]\n",
      "[[ 0.72829068]\n",
      " [ 1.78399062]]\n",
      "[[ 0.72845227]\n",
      " [ 1.78346038]]\n",
      "[[ 0.72857374]\n",
      " [ 1.78291428]]\n",
      "[[ 0.72872746]\n",
      " [ 1.78240061]]\n",
      "[[ 0.72896445]\n",
      " [ 1.78195035]]\n",
      "[[ 0.72922051]\n",
      " [ 1.78151071]]\n",
      "[[ 0.72941822]\n",
      " [ 1.78103769]]\n",
      "[[ 0.72956389]\n",
      " [ 1.7805413 ]]\n",
      "[[ 0.72972918]\n",
      " [ 1.78005731]]\n",
      "[[ 0.72994375]\n",
      " [ 1.77960396]]\n",
      "[[ 0.73016411]\n",
      " [ 1.77913594]]\n",
      "[[ 0.73035079]\n",
      " [ 1.77865064]]\n",
      "[[ 0.73064113]\n",
      " [ 1.77821994]]\n",
      "[[ 0.73085988]\n",
      " [ 1.77775621]]\n",
      "[[ 0.73110926]\n",
      " [ 1.77727258]]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[[ 0.73130083]\n",
      " [ 1.77675474]]\n",
      "[[ 0.73149794]\n",
      " [ 1.77623224]]\n",
      "[[ 0.73166049]\n",
      " [ 1.77569902]]\n",
      "[[ 0.73178267]\n",
      " [ 1.77514982]]\n",
      "[[ 0.73193735]\n",
      " [ 1.77463329]]\n",
      "[[ 0.73217577]\n",
      " [ 1.77418041]]\n",
      "[[ 0.73243344]\n",
      " [ 1.77373827]]\n",
      "[[ 0.73263234]\n",
      " [ 1.7732625 ]]\n",
      "[[ 0.73277891]\n",
      " [ 1.77276325]]\n",
      "[[ 0.7329452 ]\n",
      " [ 1.77227652]]\n",
      "[[ 0.73316109]\n",
      " [ 1.77182055]]\n",
      "[[ 0.73338276]\n",
      " [ 1.77134979]]\n",
      "[[ 0.73357058]\n",
      " [ 1.77086174]]\n",
      "[[ 0.73386264]\n",
      " [ 1.77042866]]\n",
      "[[ 0.73408276]\n",
      " [ 1.76996231]]\n",
      "[[ 0.73433369]\n",
      " [ 1.76947594]]\n",
      "[[ 0.73452646]\n",
      " [ 1.76895511]]\n",
      "[[ 0.73472476]\n",
      " [ 1.76842976]]\n",
      "[[ 0.73488832]\n",
      " [ 1.76789343]]\n",
      "[[ 0.73501128]\n",
      " [ 1.76734114]]\n",
      "[[ 0.73516685]\n",
      " [ 1.76682162]]\n",
      "[[ 0.7354067 ]\n",
      " [ 1.76636624]]\n",
      "[[ 0.73566592]\n",
      " [ 1.76592159]]\n",
      "[[ 0.73586601]\n",
      " [ 1.76544321]]\n",
      "[[ 0.73601341]\n",
      " [ 1.76494122]]\n",
      "[[ 0.73618072]\n",
      " [ 1.76445174]]\n",
      "[[ 0.73639792]\n",
      " [ 1.76399326]]\n",
      "[[ 0.73662096]\n",
      " [ 1.76351988]]\n",
      "[[ 0.73680991]\n",
      " [ 1.7630291 ]]\n",
      "[[ 0.73710376]\n",
      " [ 1.76259351]]\n",
      "[[ 0.73732519]\n",
      " [ 1.76212454]]\n",
      "[[ 0.73757762]\n",
      " [ 1.76163542]]\n",
      "[[ 0.73777151]\n",
      " [ 1.76111174]]\n",
      "[[ 0.73797101]\n",
      " [ 1.7605834 ]]\n",
      "[[ 0.73813552]\n",
      " [ 1.7600441 ]]\n",
      "[[ 0.7382592]\n",
      " [ 1.7594887]]\n",
      "[[ 0.73841572]\n",
      " [ 1.75896621]]\n",
      "[[ 0.738657  ]\n",
      " [ 1.75850821]]\n",
      "[[ 0.73891777]\n",
      " [ 1.75806105]]\n",
      "[[ 0.73911911]\n",
      " [ 1.75757992]]\n",
      "[[ 0.73926741]\n",
      " [ 1.75707507]]\n",
      "[[ 0.73943573]\n",
      " [ 1.75658286]]\n",
      "[[ 0.73965424]\n",
      " [ 1.75612175]]\n",
      "[[ 0.73987859]\n",
      " [ 1.75564575]]\n",
      "[[ 0.74006867]\n",
      " [ 1.75515223]]\n",
      "[[ 0.74036425]\n",
      " [ 1.75471413]]\n",
      "[[ 0.740587  ]\n",
      " [ 1.75424254]]\n",
      "[[ 0.74084091]\n",
      " [ 1.75375068]]\n",
      "[[ 0.741036  ]\n",
      " [ 1.75322402]]\n",
      "[[ 0.74123669]\n",
      " [ 1.7526927 ]]\n",
      "[[ 0.74140221]\n",
      " [ 1.7521503 ]]\n",
      "[[ 0.74152666]\n",
      " [ 1.7515918 ]]\n",
      "[[ 0.74168414]\n",
      " [ 1.75106645]]\n",
      "[[ 0.74192685]\n",
      " [ 1.75060594]]\n",
      "[[ 0.74218917]\n",
      " [ 1.75015628]]\n",
      "[[ 0.74239171]\n",
      " [ 1.74967253]]\n",
      "[[ 0.7425409 ]\n",
      " [ 1.74916482]]\n",
      "[[ 0.74271023]\n",
      " [ 1.74866986]]\n",
      "[[ 0.74293005]\n",
      " [ 1.74820614]]\n",
      "[[ 0.74315578]\n",
      " [ 1.74772739]]\n",
      "[[ 0.74334699]\n",
      " [ 1.74723113]]\n",
      "[[ 0.74364436]\n",
      " [ 1.74679065]]\n",
      "[[ 0.74386841]\n",
      " [ 1.74631631]]\n",
      "[[ 0.74412388]\n",
      " [ 1.74582171]]\n",
      "[[ 0.74432009]\n",
      " [ 1.74529207]]\n",
      "[[ 0.74452198]\n",
      " [ 1.74475777]]\n",
      "[[ 0.74468845]\n",
      " [ 1.74421239]]\n",
      "[[ 0.74481362]\n",
      " [ 1.74365067]]\n",
      "[[ 0.74497199]\n",
      " [ 1.74312234]]\n",
      "[[ 0.74521619]\n",
      " [ 1.74265921]]\n",
      "[[ 0.74548006]\n",
      " [ 1.74220705]]\n",
      "[[ 0.74568379]\n",
      " [ 1.74172056]]\n",
      "[[ 0.74583387]\n",
      " [ 1.7412101 ]]\n",
      "[[ 0.74600422]\n",
      " [ 1.7407124 ]]\n",
      "[[ 0.74622536]\n",
      " [ 1.74024618]]\n",
      "[[ 0.74645239]\n",
      " [ 1.73976481]]\n",
      "[[ 0.74664474]\n",
      " [ 1.7392658 ]]\n",
      "[[ 0.74694383]\n",
      " [ 1.73882282]]\n",
      "[[ 0.74716926]\n",
      " [ 1.73834586]]\n",
      "[[ 0.74742621]\n",
      " [ 1.73784852]]\n",
      "[[ 0.74762356]\n",
      " [ 1.73731601]]\n",
      "[[ 0.74782664]\n",
      " [ 1.73677874]]\n",
      "[[ 0.74799412]\n",
      " [ 1.73623037]]\n",
      "[[ 0.74812001]\n",
      " [ 1.73566556]]\n",
      "[[ 0.74827933]\n",
      " [ 1.73513436]]\n",
      "[[ 0.74852496]\n",
      " [ 1.73466873]]\n",
      "[[ 0.74879038]\n",
      " [ 1.73421407]]\n",
      "[[ 0.7489953 ]\n",
      " [ 1.73372483]]\n",
      "[[ 0.74914628]\n",
      " [ 1.73321152]]\n",
      "[[ 0.74931765]\n",
      " [ 1.73271108]]\n",
      "[[ 0.74954009]\n",
      " [ 1.73224223]]\n",
      "[[ 0.7497685 ]\n",
      " [ 1.73175824]]\n",
      "[[ 0.74996197]\n",
      " [ 1.73125637]]\n",
      "[[ 0.75026286]\n",
      " [ 1.730811  ]]\n",
      "[[ 0.75048959]\n",
      " [ 1.73033142]]\n",
      "[[ 0.75074804]\n",
      " [ 1.72983134]]\n",
      "[[ 0.75094658]\n",
      " [ 1.72929585]]\n",
      "[[ 0.75115085]\n",
      " [ 1.72875559]]\n",
      "[[ 0.75131929]\n",
      " [ 1.72820413]]\n",
      "[[ 0.75144595]\n",
      " [ 1.72763622]]\n",
      "[[ 0.75160623]\n",
      " [ 1.72710204]]\n",
      "[[ 0.75185329]\n",
      " [ 1.72663379]]\n",
      "[[ 0.75212026]\n",
      " [ 1.72617662]]\n",
      "[[ 0.75232637]\n",
      " [ 1.72568476]]\n",
      "[[ 0.75247824]\n",
      " [ 1.72516859]]\n",
      "[[ 0.75265056]\n",
      " [ 1.7246654 ]]\n",
      "[[ 0.75287426]\n",
      " [ 1.72419393]]\n",
      "[[ 0.75310397]\n",
      " [ 1.7237072 ]]\n",
      "[[ 0.75329858]\n",
      " [ 1.72320259]]\n",
      "[[ 0.75360119]\n",
      " [ 1.72275472]]\n",
      "[[ 0.75382924]\n",
      " [ 1.72227252]]\n",
      "[[ 0.75408924]\n",
      " [ 1.72176969]]\n",
      "[[ 0.75428891]\n",
      " [ 1.72123122]]\n",
      "[[ 0.75449437]\n",
      " [ 1.72068799]]\n",
      "[[ 0.75466383]\n",
      " [ 1.72013354]]\n",
      "[[ 0.7547912 ]\n",
      " [ 1.71956253]]\n",
      "[[ 0.75495243]\n",
      " [ 1.71902549]]\n",
      "[[ 0.75520092]\n",
      " [ 1.71855474]]\n",
      "[[ 0.75546944]\n",
      " [ 1.71809506]]\n",
      "[[ 0.75567675]\n",
      " [ 1.71760046]]\n",
      "[[ 0.75582951]\n",
      " [ 1.71708155]]\n",
      "[[ 0.75600284]\n",
      " [ 1.71657562]]\n",
      "[[ 0.75622785]\n",
      " [ 1.71610165]]\n",
      "[[ 0.75645894]\n",
      " [ 1.71561229]]\n",
      "[[ 0.75665468]\n",
      " [ 1.71510494]]\n",
      "[[ 0.75695908]\n",
      " [ 1.71465468]]\n",
      "[[ 0.75718844]\n",
      " [ 1.71416986]]\n",
      "[[ 0.75744992]\n",
      " [ 1.71366429]]\n",
      "[[ 0.75765079]\n",
      " [ 1.71312296]]\n",
      "[[ 0.75785744]\n",
      " [ 1.71257687]]\n",
      "[[ 0.75802785]\n",
      " [ 1.71201944]]\n",
      "[[ 0.758156  ]\n",
      " [ 1.71144533]]\n",
      "[[ 0.75831813]\n",
      " [ 1.71090531]]\n",
      "[[ 0.75856805]\n",
      " [ 1.71043193]]\n",
      "[[ 0.75883818]\n",
      " [ 1.70996976]]\n",
      "[[ 0.75904673]\n",
      " [ 1.70947254]]\n",
      "[[ 0.75920033]\n",
      " [ 1.70895076]]\n",
      "[[ 0.75937468]\n",
      " [ 1.70844209]]\n",
      "[[ 0.759601  ]\n",
      " [ 1.70796549]]\n",
      "[[ 0.7598334 ]\n",
      " [ 1.70747352]]\n",
      "[[ 0.76003027]\n",
      " [ 1.70696342]]\n",
      "[[ 0.76033646]\n",
      " [ 1.70651066]]\n",
      "[[ 0.76056719]\n",
      " [ 1.70602322]]\n",
      "[[ 0.76083016]\n",
      " [ 1.70551491]]\n",
      "[[ 0.76103216]\n",
      " [ 1.7049706 ]]\n",
      "[[ 0.76124001]\n",
      " [ 1.70442152]]\n",
      "[[ 0.76141143]\n",
      " [ 1.70386112]]\n",
      "[[ 0.76154029]\n",
      " [ 1.70328391]]\n",
      "[[ 0.76170337]\n",
      " [ 1.70274103]]\n",
      "[[ 0.76195478]\n",
      " [ 1.70226514]]\n",
      "[[ 0.76222646]\n",
      " [ 1.70180047]]\n",
      "[[ 0.76243621]\n",
      " [ 1.7013005 ]]\n",
      "[[ 0.76259071]\n",
      " [ 1.70077586]]\n",
      "[[ 0.76276606]\n",
      " [ 1.70026445]]\n",
      "[[ 0.76299369]\n",
      " [ 1.69978535]]\n",
      "[[ 0.76322746]\n",
      " [ 1.69929075]]\n",
      "[[ 0.76342547]\n",
      " [ 1.69877791]]\n",
      "[[ 0.76373339]\n",
      " [ 1.69832277]]\n",
      "[[ 0.76396543]\n",
      " [ 1.6978327 ]]\n",
      "[[ 0.76422995]\n",
      " [ 1.69732165]]\n",
      "[[ 0.76443315]\n",
      " [ 1.69677448]]\n",
      "[[ 0.76464224]\n",
      " [ 1.69622242]]\n",
      "[[ 0.76481462]\n",
      " [ 1.69565892]]\n",
      "[[ 0.76494426]\n",
      " [ 1.69507861]]\n",
      "[[ 0.76510829]\n",
      " [ 1.69453275]]\n",
      "[[ 0.76536113]\n",
      " [ 1.69405425]]\n",
      "[[ 0.76563436]\n",
      " [ 1.69358706]]\n",
      "[[ 0.7658453 ]\n",
      " [ 1.69308448]]\n",
      "[[ 0.76600069]\n",
      " [ 1.6925571 ]]\n",
      "[[ 0.76617706]\n",
      " [ 1.69204295]]\n",
      "[[ 0.766406  ]\n",
      " [ 1.69156122]]\n",
      "[[ 0.76664108]\n",
      " [ 1.69106388]]\n",
      "[[ 0.76684022]\n",
      " [ 1.6905483 ]]\n",
      "[[ 0.76714993]\n",
      " [ 1.69009078]]\n",
      "[[ 0.76738328]\n",
      " [ 1.68959808]]\n",
      "[[ 0.76764929]\n",
      " [ 1.68908429]]\n",
      "[[ 0.76785362]\n",
      " [ 1.68853414]]\n",
      "[[ 0.7680639]\n",
      " [ 1.6879791]]\n",
      "[[ 0.76823729]\n",
      " [ 1.68741262]]\n",
      "[[ 0.76836765]\n",
      " [ 1.68682921]]\n",
      "[[ 0.76853263]\n",
      " [ 1.68628049]]\n",
      "[[ 0.76878691]\n",
      " [ 1.68579948]]\n",
      "[[ 0.76906168]\n",
      " [ 1.68532991]]\n",
      "[[ 0.76927382]\n",
      " [ 1.68482459]]\n",
      "[[ 0.7694301 ]\n",
      " [ 1.68429434]]\n",
      "[[ 0.76960748]\n",
      " [ 1.68377745]]\n",
      "[[ 0.76983774]\n",
      " [ 1.68329322]]\n",
      "[[ 0.77007419]\n",
      " [ 1.68279326]]\n",
      "[[ 0.77027446]\n",
      " [ 1.68227494]]\n",
      "[[ 0.77058589]\n",
      " [ 1.68181491]]\n",
      "[[ 0.77082056]\n",
      " [ 1.68131959]]\n",
      "[[ 0.77108812]\n",
      " [ 1.68080306]]\n",
      "[[ 0.77129364]\n",
      " [ 1.68025005]]\n",
      "[[ 0.77150512]\n",
      " [ 1.67969215]]\n",
      "[[ 0.77167946]\n",
      " [ 1.67912269]]\n",
      "[[ 0.77181059]\n",
      " [ 1.67853618]]\n",
      "[[ 0.77197647]\n",
      " [ 1.6779846 ]]\n",
      "[[ 0.77223217]\n",
      " [ 1.67750108]]\n",
      "[[ 0.7725085 ]\n",
      " [ 1.67702901]]\n",
      "[[ 0.77272183]\n",
      " [ 1.67652106]]\n",
      "[[ 0.772879  ]\n",
      " [ 1.67598808]]\n",
      "[[ 0.7730574 ]\n",
      " [ 1.67546844]]\n",
      "[[ 0.77323425]\n",
      " [ 1.67495775]]\n",
      "[[ 0.77342278]\n",
      " [ 1.67443371]]\n",
      "[[ 0.77357984]\n",
      " [ 1.67389333]]\n",
      "[[ 0.77385318]\n",
      " [ 1.67341352]]\n",
      "[[ 0.77405328]\n",
      " [ 1.67289996]]\n",
      "[[ 0.77429003]\n",
      " [ 1.67236662]]\n",
      "[[ 0.77446759]\n",
      " [ 1.67179799]]\n",
      "[[ 0.77465403]\n",
      " [ 1.67122567]]\n",
      "[[ 0.77480578]\n",
      " [ 1.67064297]]\n",
      "[[ 0.77491635]\n",
      " [ 1.67004418]]\n",
      "[[ 0.77506405]\n",
      " [ 1.66948128]]\n",
      "[[ 0.77530402]\n",
      " [ 1.66898763]]\n",
      "[[ 0.77556646]\n",
      " [ 1.66850626]]\n",
      "[[ 0.77576709]\n",
      " [ 1.66798961]]\n",
      "[[ 0.77591258]\n",
      " [ 1.66744828]]\n",
      "[[ 0.77608067]\n",
      " [ 1.66692102]]\n",
      "[[ 0.77624834]\n",
      " [ 1.66640329]]\n",
      "[[ 0.77642876]\n",
      " [ 1.66587257]]\n",
      "[[ 0.77657849]\n",
      " [ 1.66532576]]\n",
      "[[ 0.77684599]\n",
      " [ 1.66484022]]\n",
      "[[ 0.7770406 ]\n",
      " [ 1.66432106]]\n",
      "[[ 0.7772727 ]\n",
      " [ 1.66378236]]\n",
      "[[ 0.77744585]\n",
      " [ 1.66320837]]\n",
      "[[ 0.77762848]\n",
      " [ 1.66263103]]\n",
      "[[ 0.77777672]\n",
      " [ 1.66204333]]\n",
      "[[ 0.77788401]\n",
      " [ 1.66143978]]\n",
      "[[ 0.77802902]\n",
      " [ 1.66087246]]\n",
      "[[ 0.7782672 ]\n",
      " [ 1.66037488]]\n",
      "[[ 0.77852827]\n",
      " [ 1.65988982]]\n",
      "[[ 0.77872747]\n",
      " [ 1.65936935]]\n",
      "[[ 0.77887148]\n",
      " [ 1.65882432]]\n",
      "[[ 0.77903843]\n",
      " [ 1.65829337]]\n",
      "[[ 0.7792052 ]\n",
      " [ 1.65777206]]\n",
      "[[ 0.77938497]\n",
      " [ 1.65723777]]\n",
      "[[ 0.77953404]\n",
      " [ 1.6566875 ]]\n",
      "[[ 0.77980173]\n",
      " [ 1.65619886]]\n",
      "[[ 0.77999622]\n",
      " [ 1.65567648]]\n",
      "[[ 0.78022856]\n",
      " [ 1.65513456]]\n",
      "[[ 0.78040171]\n",
      " [ 1.65455723]]\n",
      "[[ 0.78058451]\n",
      " [ 1.65397656]]\n",
      "[[ 0.78073281]\n",
      " [ 1.65338552]]\n",
      "[[ 0.78083998]\n",
      " [ 1.65277851]]\n",
      "[[ 0.78098518]\n",
      " [ 1.65220797]]\n",
      "[[ 0.78122413]\n",
      " [ 1.65170765]]\n",
      "[[ 0.78148621]\n",
      " [ 1.65121984]]\n",
      "[[ 0.78168607]\n",
      " [ 1.65069652]]\n",
      "[[ 0.78183049]\n",
      " [ 1.65014851]]\n",
      "[[ 0.78199804]\n",
      " [ 1.64961469]]\n",
      "[[ 0.78216541]\n",
      " [ 1.64909065]]\n",
      "[[ 0.78234589]\n",
      " [ 1.64855349]]\n",
      "[[ 0.7824955 ]\n",
      " [ 1.64800036]]\n",
      "[[ 0.78276449]\n",
      " [ 1.6475091 ]]\n",
      "[[ 0.78295988]\n",
      " [ 1.64698398]]\n",
      "[[ 0.78319335]\n",
      " [ 1.64643919]]\n",
      "[[ 0.78336734]\n",
      " [ 1.64585888]]\n",
      "[[ 0.78355104]\n",
      " [ 1.64527512]]\n",
      "[[ 0.78370005]\n",
      " [ 1.64468098]]\n",
      "[[ 0.78380769]\n",
      " [ 1.64407086]]\n",
      "[[ 0.78395361]\n",
      " [ 1.64349747]]\n",
      "[[ 0.78419381]\n",
      " [ 1.64299452]]\n",
      "[[ 0.78445733]\n",
      " [ 1.64250422]]\n",
      "[[ 0.78465825]\n",
      " [ 1.64197814]]\n",
      "[[ 0.78480345]\n",
      " [ 1.64142728]]\n",
      "[[ 0.78497189]\n",
      " [ 1.64089072]]\n",
      "[[ 0.78514016]\n",
      " [ 1.64036393]]\n",
      "[[ 0.78532165]\n",
      " [ 1.63982403]]\n",
      "[[ 0.7854721 ]\n",
      " [ 1.63926804]]\n",
      "[[ 0.78574258]\n",
      " [ 1.63877428]]\n",
      "[[ 0.78593904]\n",
      " [ 1.63824654]]\n",
      "[[ 0.78617382]\n",
      " [ 1.63769901]]\n",
      "[[ 0.78634876]\n",
      " [ 1.63711572]]\n",
      "[[ 0.78653347]\n",
      " [ 1.63652897]]\n",
      "[[ 0.78668332]\n",
      " [ 1.63593185]]\n",
      "[[ 0.78679156]\n",
      " [ 1.63531864]]\n",
      "[[ 0.78693831]\n",
      " [ 1.63474226]]\n",
      "[[ 0.78717989]\n",
      " [ 1.63423681]]\n",
      "[[ 0.78744489]\n",
      " [ 1.633744  ]]\n",
      "[[ 0.78764695]\n",
      " [ 1.63321531]]\n",
      "[[ 0.78779292]\n",
      " [ 1.6326617 ]]\n",
      "[[ 0.78796232]\n",
      " [ 1.6321224 ]]\n",
      "[[ 0.78813154]\n",
      " [ 1.63159299]]\n",
      "[[ 0.78831404]\n",
      " [ 1.63105047]]\n",
      "[[ 0.78846532]\n",
      " [ 1.63049161]]\n",
      "[[ 0.78873736]\n",
      " [ 1.62999535]]\n",
      "[[ 0.78893495]\n",
      " [ 1.62946486]]\n",
      "[[ 0.78917104]\n",
      " [ 1.62891448]]\n",
      "[[ 0.78934699]\n",
      " [ 1.6283282 ]]\n",
      "[[ 0.78953278]\n",
      " [ 1.6277386 ]]\n",
      "[[ 0.78968346]\n",
      " [ 1.6271385 ]]\n",
      "[[ 0.7897923 ]\n",
      " [ 1.62652218]]\n",
      "[[ 0.78993988]\n",
      " [ 1.62594295]]\n",
      "[[ 0.79018283]\n",
      " [ 1.62543499]]\n",
      "[[ 0.79044932]\n",
      " [ 1.6249398 ]]\n",
      "[[ 0.79065257]\n",
      " [ 1.62440848]]\n",
      "[[ 0.79079938]\n",
      " [ 1.62385213]]\n",
      "[[ 0.79096973]\n",
      " [ 1.62331021]]\n",
      "[[ 0.79113996]\n",
      " [ 1.62277818]]\n",
      "[[ 0.79132354]\n",
      " [ 1.62223291]]\n",
      "[[ 0.79147571]\n",
      " [ 1.62167132]]\n",
      "[[ 0.7917493 ]\n",
      " [ 1.62117255]]\n",
      "[[ 0.79194802]\n",
      " [ 1.62063944]]\n",
      "[[ 0.79218549]\n",
      " [ 1.62008631]]\n",
      "[[ 0.79236245]\n",
      " [ 1.61949718]]\n",
      "[[ 0.79254931]\n",
      " [ 1.61890459]]\n",
      "[[ 0.79270083]\n",
      " [ 1.61830151]]\n",
      "[[ 0.79281032]\n",
      " [ 1.6176821 ]]\n",
      "[[ 0.79295874]\n",
      " [ 1.6171    ]]\n",
      "[[ 0.79320312]\n",
      " [ 1.61658943]]\n",
      "[[ 0.79347116]\n",
      " [ 1.61609173]]\n",
      "[[ 0.79367554]\n",
      " [ 1.61555779]]\n",
      "[[ 0.79382318]\n",
      " [ 1.61499858]]\n",
      "[[ 0.79399449]\n",
      " [ 1.61445391]]\n",
      "[[ 0.79416567]\n",
      " [ 1.61391926]]\n",
      "[[ 0.79435027]\n",
      " [ 1.61337125]]\n",
      "[[ 0.79450327]\n",
      " [ 1.61280692]]\n",
      "[[ 0.79477841]\n",
      " [ 1.61230576]]\n",
      "[[ 0.79497826]\n",
      " [ 1.61177003]]\n",
      "[[ 0.79521704]\n",
      " [ 1.61121428]]\n",
      "[[ 0.79539502]\n",
      " [ 1.61062229]]\n",
      "[[ 0.79558289]\n",
      " [ 1.61002672]]\n",
      "[[ 0.7957353 ]\n",
      " [ 1.60942066]]\n",
      "[[ 0.79584539]\n",
      " [ 1.60879827]]\n",
      "[[ 0.79599464]\n",
      " [ 1.60821331]]\n",
      "[[ 0.79624039]\n",
      " [ 1.60770023]]\n",
      "[[ 0.79650992]\n",
      " [ 1.60720003]]\n",
      "[[ 0.79671544]\n",
      " [ 1.60666335]]\n",
      "[[ 0.79686391]\n",
      " [ 1.60610139]]\n",
      "[[ 0.79703623]\n",
      " [ 1.6055541 ]]\n",
      "[[ 0.79720837]\n",
      " [ 1.60501671]]\n",
      "[[ 0.79739404]\n",
      " [ 1.60446608]]\n",
      "[[ 0.79754794]\n",
      " [ 1.60389888]]\n",
      "[[ 0.79782462]\n",
      " [ 1.60339522]]\n",
      "[[ 0.79802555]\n",
      " [ 1.60285687]]\n",
      "[[ 0.7982657 ]\n",
      " [ 1.60229838]]\n",
      "[[ 0.79844469]\n",
      " [ 1.60170341]]\n",
      "[[ 0.79863364]\n",
      " [ 1.60110497]]\n",
      "[[ 0.79878688]\n",
      " [ 1.60049593]]\n",
      "[[ 0.79889756]\n",
      " [ 1.59987044]]\n",
      "[[ 0.79904765]\n",
      " [ 1.59928262]]\n",
      "[[ 0.79929477]\n",
      " [ 1.59876704]]\n",
      "[[ 0.79956579]\n",
      " [ 1.59826446]]\n",
      "[[ 0.7997725 ]\n",
      " [ 1.59772515]]\n",
      "[[ 0.79992181]\n",
      " [ 1.59716046]]\n",
      "[[ 0.80009508]\n",
      " [ 1.59661043]]\n",
      "[[ 0.80026817]\n",
      " [ 1.59607041]]\n",
      "[[ 0.80045485]\n",
      " [ 1.59551704]]\n",
      "[[ 0.80060959]\n",
      " [ 1.5949471 ]]\n",
      "[[ 0.80088782]\n",
      " [ 1.59444094]]\n",
      "[[ 0.80108988]\n",
      " [ 1.59389997]]\n",
      "[[ 0.8013314 ]\n",
      " [ 1.59333873]]\n",
      "[[ 0.80151135]\n",
      " [ 1.59274089]]\n",
      "[[ 0.80170137]\n",
      " [ 1.5921396 ]]\n",
      "[[ 0.8018555 ]\n",
      " [ 1.59152758]]\n",
      "[[ 0.80196685]\n",
      " [ 1.59089899]]\n",
      "[[ 0.80211776]\n",
      " [ 1.59030831]]\n",
      "[[ 0.80236626]\n",
      " [ 1.58979023]]\n",
      "[[ 0.80263883]\n",
      " [ 1.58928514]]\n",
      "[[ 0.80284667]\n",
      " [ 1.58874321]]\n",
      "[[ 0.80299681]\n",
      " [ 1.58817577]]\n",
      "[[ 0.80317104]\n",
      " [ 1.58762312]]\n",
      "[[ 0.80334514]\n",
      " [ 1.58708048]]\n",
      "[[ 0.8035329 ]\n",
      " [ 1.58652437]]\n",
      "[[ 0.80368853]\n",
      " [ 1.58595169]]\n",
      "[[ 0.80396831]\n",
      " [ 1.58544314]]\n",
      "[[ 0.8041715 ]\n",
      " [ 1.58489954]]\n",
      "[[ 0.80443245]\n",
      " [ 1.58435881]]\n",
      "[[ 0.80462974]\n",
      " [ 1.58377898]]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[[ 0.8048355 ]\n",
      " [ 1.58319354]]\n",
      "[[ 0.8050037 ]\n",
      " [ 1.58259547]]\n",
      "[[ 0.80512756]\n",
      " [ 1.58197916]]\n",
      "[[ 0.80529004]\n",
      " [ 1.58139932]]\n",
      "[[ 0.80554956]\n",
      " [ 1.58089113]]\n",
      "[[ 0.80583233]\n",
      " [ 1.58039474]]\n",
      "[[ 0.80604917]\n",
      " [ 1.57986021]]\n",
      "[[ 0.80620718]\n",
      " [ 1.57929897]]\n",
      "[[ 0.80638874]\n",
      " [ 1.57875168]]\n",
      "[[ 0.80656946]\n",
      " [ 1.57821369]]\n",
      "[[ 0.80676335]\n",
      " [ 1.57766151]]\n",
      "[[ 0.80692446]\n",
      " [ 1.57709193]]\n",
      "[[ 0.80720997]\n",
      " [ 1.57658613]]\n",
      "[[ 0.80741805]\n",
      " [ 1.57604468]]\n",
      "[[ 0.80768383]\n",
      " [ 1.57550561]]\n",
      "[[ 0.80788523]\n",
      " [ 1.57492673]]\n",
      "[[ 0.80809486]\n",
      " [ 1.57434189]]\n",
      "[[ 0.80826646]\n",
      " [ 1.57374406]]\n",
      "[[ 0.80839324]\n",
      " [ 1.57312751]]\n",
      "[[ 0.80855858]\n",
      " [ 1.57254732]]\n",
      "[[ 0.80882132]\n",
      " [ 1.57203889]]\n",
      "[[ 0.80910724]\n",
      " [ 1.57154214]]\n",
      "[[ 0.80932671]\n",
      " [ 1.57100689]]\n",
      "[[ 0.80948693]\n",
      " [ 1.57044458]]\n",
      "[[ 0.80967063]\n",
      " [ 1.5698961 ]]\n",
      "[[ 0.80985343]\n",
      " [ 1.56935692]]\n",
      "[[ 0.81004936]\n",
      " [ 1.56880319]]\n",
      "[[ 0.81021219]\n",
      " [ 1.56823194]]\n",
      "[[ 0.81049997]\n",
      " [ 1.5677247 ]]\n",
      "[[ 0.81070983]\n",
      " [ 1.56718147]]\n",
      "[[ 0.81097764]\n",
      " [ 1.5666405 ]]\n",
      "[[ 0.81118071]\n",
      " [ 1.56605959]]\n",
      "[[ 0.81139195]\n",
      " [ 1.56547248]]\n",
      "[[ 0.81156492]\n",
      " [ 1.56487226]]\n",
      "[[ 0.81169277]\n",
      " [ 1.56425321]]\n",
      "[[ 0.81185943]\n",
      " [ 1.56367064]]\n",
      "[[ 0.81212389]\n",
      " [ 1.56316018]]\n",
      "[[ 0.81241161]\n",
      " [ 1.56266129]]\n",
      "[[ 0.8126325 ]\n",
      " [ 1.56212378]]\n",
      "[[ 0.81279379]\n",
      " [ 1.56155908]]\n",
      "[[ 0.81297868]\n",
      " [ 1.56100821]]\n",
      "[[ 0.81316262]\n",
      " [ 1.56046653]]\n",
      "[[ 0.8133598]\n",
      " [ 1.5599103]]\n",
      "[[ 0.81352365]\n",
      " [ 1.55933642]]\n",
      "[[ 0.81381315]\n",
      " [ 1.55882692]]\n",
      "[[ 0.81402427]\n",
      " [ 1.55828118]]\n",
      "[[ 0.81429362]\n",
      " [ 1.55773771]]\n",
      "[[ 0.81449789]\n",
      " [ 1.55715406]]\n",
      "[[ 0.81471038]\n",
      " [ 1.55656421]]\n",
      "[[ 0.81488436]\n",
      " [ 1.55596113]]\n",
      "[[ 0.81501299]\n",
      " [ 1.5553391 ]]\n",
      "[[ 0.8151806 ]\n",
      " [ 1.55475378]]\n",
      "[[ 0.81538564]\n",
      " [ 1.5542134 ]]\n",
      "[[ 0.81562018]\n",
      " [ 1.55368745]]\n",
      "[[ 0.81579292]\n",
      " [ 1.55312502]]\n",
      "[[ 0.81591064]\n",
      " [ 1.55253756]]\n",
      "[[ 0.81605655]\n",
      " [ 1.55196595]]\n",
      "[[ 0.8162055 ]\n",
      " [ 1.55140543]]\n",
      "[[ 0.81637132]\n",
      " [ 1.55083191]]\n",
      "[[ 0.81650686]\n",
      " [ 1.55024207]]\n",
      "[[ 0.81677169]\n",
      " [ 1.54971814]]\n",
      "[[ 0.81696033]\n",
      " [ 1.54915905]]\n",
      "[[ 0.81720996]\n",
      " [ 1.54860342]]\n",
      "[[ 0.81739622]\n",
      " [ 1.54800832]]\n",
      "[[ 0.81759268]\n",
      " [ 1.54740787]]\n",
      "[[ 0.81775212]\n",
      " [ 1.54679489]]\n",
      "[[ 0.81786746]\n",
      " [ 1.54616356]]\n",
      "[[ 0.81802338]\n",
      " [ 1.54556978]]\n",
      "[[ 0.81821823]\n",
      " [ 1.54502165]]\n",
      "[[ 0.81844389]\n",
      " [ 1.54448855]]\n",
      "[[ 0.81860846]\n",
      " [ 1.54391932]]\n",
      "[[ 0.81871861]\n",
      " [ 1.5433253 ]]\n",
      "[[ 0.81885791]\n",
      " [ 1.54274762]]\n",
      "[[ 0.81900102]\n",
      " [ 1.54218137]]\n",
      "[[ 0.81916171]\n",
      " [ 1.54160237]]\n",
      "[[ 0.8192926 ]\n",
      " [ 1.54100728]]\n",
      "[[ 0.81955409]\n",
      " [ 1.54047871]]\n",
      "[[ 0.81973946]\n",
      " [ 1.53991497]]\n",
      "[[ 0.81998658]\n",
      " [ 1.5393548 ]]\n",
      "[[ 0.82017034]\n",
      " [ 1.53875518]]\n",
      "[[ 0.82036471]\n",
      " [ 1.53815043]]\n",
      "[[ 0.82052213]\n",
      " [ 1.53753328]]\n",
      "[[ 0.82063556]\n",
      " [ 1.53689778]]\n",
      "[[ 0.82079005]\n",
      " [ 1.53630006]]\n",
      "[[ 0.82098395]\n",
      " [ 1.53574836]]\n",
      "[[ 0.82120901]\n",
      " [ 1.5352118 ]]\n",
      "[[ 0.82137281]\n",
      " [ 1.534639  ]]\n",
      "[[ 0.82148206]\n",
      " [ 1.5340414 ]]\n",
      "[[ 0.82162076]\n",
      " [ 1.53346038]]\n",
      "[[ 0.82176346]\n",
      " [ 1.53289092]]\n",
      "[[ 0.82192397]\n",
      " [ 1.5323087 ]]\n",
      "[[ 0.82205462]\n",
      " [ 1.53171027]]\n",
      "[[ 0.82231671]\n",
      " [ 1.53117871]]\n",
      "[[ 0.82250232]\n",
      " [ 1.53061187]]\n",
      "[[ 0.82275009]\n",
      " [ 1.53004873]]\n",
      "[[ 0.82293421]\n",
      " [ 1.52944601]]\n",
      "[[ 0.82312906]\n",
      " [ 1.52883804]]\n",
      "[[ 0.82328689]\n",
      " [ 1.52821767]]\n",
      "[[ 0.8234005 ]\n",
      " [ 1.52757895]]\n",
      "[[ 0.82355547]\n",
      " [ 1.52697814]]\n",
      "[[ 0.82375008]\n",
      " [ 1.52642357]]\n",
      "[[ 0.8239761 ]\n",
      " [ 1.52588439]]\n",
      "[[ 0.82414055]\n",
      " [ 1.52530873]]\n",
      "[[ 0.8242501 ]\n",
      " [ 1.52470815]]\n",
      "[[ 0.82438934]\n",
      " [ 1.52412426]]\n",
      "[[ 0.82453263]\n",
      " [ 1.52355194]]\n",
      "[[ 0.82469386]\n",
      " [ 1.52296686]]\n",
      "[[ 0.82482505]\n",
      " [ 1.52236557]]\n",
      "[[ 0.82508844]\n",
      " [ 1.52183139]]\n",
      "[[ 0.82527494]\n",
      " [ 1.52126181]]\n",
      "[[ 0.82552403]\n",
      " [ 1.52069592]]\n",
      "[[ 0.8257091 ]\n",
      " [ 1.52009022]]\n",
      "[[ 0.82590497]\n",
      " [ 1.51947939]]\n",
      "[[ 0.82606357]\n",
      " [ 1.51885605]]\n",
      "[[ 0.82617772]\n",
      " [ 1.51821423]]\n",
      "[[ 0.82633346]\n",
      " [ 1.51761055]]\n",
      "[[ 0.82652915]\n",
      " [ 1.51705337]]\n",
      "[[ 0.82675636]\n",
      " [ 1.51651156]]\n",
      "[[ 0.82692164]\n",
      " [ 1.51593316]]\n",
      "[[ 0.82705057]\n",
      " [ 1.51535583]]\n",
      "[[ 0.82720751]\n",
      " [ 1.51479256]]\n",
      "[[ 0.82736677]\n",
      " [ 1.51423872]]\n",
      "[[ 0.8275426 ]\n",
      " [ 1.51366985]]\n",
      "[[ 0.82768691]\n",
      " [ 1.51308274]]\n",
      "[[ 0.82796293]\n",
      " [ 1.51256144]]\n",
      "[[ 0.82816052]\n",
      " [ 1.51200306]]\n",
      "[[ 0.82841998]\n",
      " [ 1.51144695]]\n",
      "[[ 0.82861423]\n",
      " [ 1.5108496 ]]\n",
      "[[ 0.8288185 ]\n",
      " [ 1.51024592]]\n",
      "[[ 0.82898456]\n",
      " [ 1.50962865]]\n",
      "[[ 0.82910526]\n",
      " [ 1.50899196]]\n",
      "[[ 0.8292672 ]\n",
      " [ 1.50839281]]\n",
      "[[ 0.82946879]\n",
      " [ 1.50783956]]\n",
      "[[ 0.82970166]\n",
      " [ 1.50730109]]\n",
      "[[ 0.82987177]\n",
      " [ 1.50672531]]\n",
      "[[ 0.83000493]\n",
      " [ 1.50615013]]\n",
      "[[ 0.83016592]\n",
      " [ 1.50558853]]\n",
      "[[ 0.83032894]\n",
      " [ 1.50503588]]\n",
      "[[ 0.83050835]\n",
      " [ 1.50446784]]\n",
      "[[ 0.83065575]\n",
      " [ 1.5038811 ]]\n",
      "[[ 0.83093542]\n",
      " [ 1.50336015]]\n",
      "[[ 0.83113599]\n",
      " [ 1.50280166]]\n",
      "[[ 0.83139861]\n",
      " [ 1.50224519]]\n",
      "[[ 0.83159542]\n",
      " [ 1.50164711]]\n",
      "[[ 0.83180225]\n",
      " [ 1.50104237]]\n",
      "[[ 0.83197051]\n",
      " [ 1.50042379]]\n",
      "[[ 0.832093  ]\n",
      " [ 1.49978554]]\n",
      "[[ 0.83225691]\n",
      " [ 1.49918485]]\n",
      "[[ 0.83246052]\n",
      " [ 1.49863017]]\n",
      "[[ 0.83269548]\n",
      " [ 1.49809027]]\n",
      "[[ 0.83286732]\n",
      " [ 1.4975127 ]]\n",
      "[[ 0.83300191]\n",
      " [ 1.49693561]]\n",
      "[[ 0.83316439]\n",
      " [ 1.4963721 ]]\n",
      "[[ 0.8333289 ]\n",
      " [ 1.49581754]]\n",
      "[[ 0.8335098 ]\n",
      " [ 1.49524736]]\n",
      "[[ 0.83365846]\n",
      " [ 1.49465835]]\n",
      "[[ 0.83394009]\n",
      " [ 1.4941355 ]]\n",
      "[[ 0.83414215]\n",
      " [ 1.49357474]]\n",
      "[[ 0.83440661]\n",
      " [ 1.493016  ]]\n",
      "[[ 0.83460486]\n",
      " [ 1.49241543]]\n",
      "[[ 0.83481312]\n",
      " [ 1.49180818]]\n",
      "[[ 0.83498257]\n",
      " [ 1.49118698]]\n",
      "[[ 0.83510596]\n",
      " [ 1.49054599]]\n",
      "[[ 0.83527094]\n",
      " [ 1.48994267]]\n",
      "[[ 0.83547586]\n",
      " [ 1.4893856 ]]\n",
      "[[ 0.83571231]\n",
      " [ 1.48884332]]\n",
      "[[ 0.83588529]\n",
      " [ 1.48826313]]\n",
      "[[ 0.83602077]\n",
      " [ 1.48768342]]\n",
      "[[ 0.83618426]\n",
      " [ 1.48711741]]\n",
      "[[ 0.83634979]\n",
      " [ 1.48656034]]\n",
      "[[ 0.83653182]\n",
      " [ 1.48598754]]\n",
      "[[ 0.83668143]\n",
      " [ 1.48539591]]\n",
      "[[ 0.83696473]\n",
      " [ 1.48487055]]\n",
      "[[ 0.83716798]\n",
      " [ 1.48430729]]\n",
      "[[ 0.83743399]\n",
      " [ 1.48374593]]\n",
      "[[ 0.83763343]\n",
      " [ 1.4831425 ]]\n",
      "[[ 0.83784294]\n",
      " [ 1.48253238]]\n",
      "[[ 0.83801341]\n",
      " [ 1.48190832]]\n",
      "[[ 0.83813757]\n",
      " [ 1.48126423]]\n",
      "[[ 0.83830357]\n",
      " [ 1.48065805]]\n",
      "[[ 0.83850968]\n",
      " [ 1.48009837]]\n",
      "[[ 0.8387475 ]\n",
      " [ 1.47955346]]\n",
      "[[ 0.83892143]\n",
      " [ 1.47897053]]\n",
      "[[ 0.83905768]\n",
      " [ 1.47838807]]\n",
      "[[ 0.83922213]\n",
      " [ 1.47781932]]\n",
      "[[ 0.83938861]\n",
      " [ 1.47725964]]\n",
      "[[ 0.83957171]\n",
      " [ 1.47668409]]\n",
      "[[ 0.83972216]\n",
      " [ 1.4760896 ]]\n",
      "[[ 0.84000713]\n",
      " [ 1.47556186]]\n",
      "[[ 0.84021157]\n",
      " [ 1.47499585]]\n",
      "[[ 0.84047908]\n",
      " [ 1.47443187]]\n",
      "[[ 0.84067965]\n",
      " [ 1.47382557]]\n",
      "[[ 0.84089035]\n",
      " [ 1.4732126 ]]\n",
      "[[ 0.84106177]\n",
      " [ 1.47258556]]\n",
      "[[ 0.84118664]\n",
      " [ 1.47193849]]\n",
      "[[ 0.8413536 ]\n",
      " [ 1.47132945]]\n",
      "[[ 0.8415609 ]\n",
      " [ 1.47076702]]\n",
      "[[ 0.84180009]\n",
      " [ 1.47021961]]\n",
      "[[ 0.84197503]\n",
      " [ 1.46963394]]\n",
      "[[ 0.84211206]\n",
      " [ 1.46904874]]\n",
      "[[ 0.84227747]\n",
      " [ 1.46847737]]\n",
      "[[ 0.8424449 ]\n",
      " [ 1.46791506]]\n",
      "[[ 0.84262902]\n",
      " [ 1.46733689]]\n",
      "[[ 0.84278035]\n",
      " [ 1.46673965]]\n",
      "[[ 0.84306693]\n",
      " [ 1.46620941]]\n",
      "[[ 0.84327251]\n",
      " [ 1.46564078]]\n",
      "[[ 0.84354156]\n",
      " [ 1.46507418]]\n",
      "[[ 0.84374326]\n",
      " [ 1.46446502]]\n",
      "[[ 0.84395516]\n",
      " [ 1.46384907]]\n",
      "[[ 0.84412754]\n",
      " [ 1.46321905]]\n",
      "[[ 0.84425306]\n",
      " [ 1.46256888]]\n",
      "[[ 0.84442091]\n",
      " [ 1.46195698]]\n",
      "[[ 0.84462941]\n",
      " [ 1.46139193]]\n",
      "[[ 0.84486997]\n",
      " [ 1.46084189]]\n",
      "[[ 0.84504592]\n",
      " [ 1.46025348]]\n",
      "[[ 0.84518373]\n",
      " [ 1.45966554]]\n",
      "[[ 0.84535003]\n",
      " [ 1.45909142]]\n",
      "[[ 0.84551841]\n",
      " [ 1.45852637]]\n",
      "[[ 0.84570354]\n",
      " [ 1.45794547]]\n",
      "[[ 0.84585571]\n",
      " [ 1.45734537]]\n",
      "[[ 0.84614384]\n",
      " [ 1.45681262]]\n",
      "[[ 0.84635055]\n",
      " [ 1.45624125]]\n",
      "[[ 0.8466211 ]\n",
      " [ 1.45567191]]\n",
      "[[ 0.84682393]\n",
      " [ 1.45505989]]\n",
      "[[ 0.84703696]\n",
      " [ 1.45444107]]\n",
      "[[ 0.84721029]\n",
      " [ 1.45380807]]\n",
      "[[ 0.84733653]\n",
      " [ 1.45315492]]\n",
      "[[ 0.84750533]\n",
      " [ 1.45254016]]\n",
      "[[ 0.84771496]\n",
      " [ 1.45197248]]\n",
      "[[ 0.84795684]\n",
      " [ 1.45141983]]\n",
      "[[ 0.84813374]\n",
      " [ 1.45082867]]\n",
      "[[ 0.84827232]\n",
      " [ 1.45023799]]\n",
      "[[ 0.84843957]\n",
      " [ 1.44966125]]\n",
      "[[ 0.84860885]\n",
      " [ 1.44909358]]\n",
      "[[ 0.84879506]\n",
      " [ 1.44850993]]\n",
      "[[ 0.84894806]\n",
      " [ 1.44790709]]\n",
      "[[ 0.8492378 ]\n",
      " [ 1.44737184]]\n",
      "[[ 0.8494457 ]\n",
      " [ 1.44679785]]\n",
      "[[ 0.84971774]\n",
      " [ 1.44622588]]\n",
      "[[ 0.8499217]\n",
      " [ 1.445611 ]]\n",
      "[[ 0.85013592]\n",
      " [ 1.44498932]]\n",
      "[[ 0.85031027]\n",
      " [ 1.44435346]]\n",
      "[[ 0.85043722]\n",
      " [ 1.44369721]]\n",
      "[[ 0.85060698]\n",
      " [ 1.44307959]]\n",
      "[[ 0.8508178 ]\n",
      " [ 1.44250929]]\n",
      "[[ 0.85106105]\n",
      " [ 1.44195414]]\n",
      "[[ 0.85123891]\n",
      " [ 1.44136024]]\n",
      "[[ 0.85137826]\n",
      " [ 1.44076681]]\n",
      "[[ 0.85154647]\n",
      " [ 1.44018734]]\n",
      "[[ 0.8517167 ]\n",
      " [ 1.43961704]]\n",
      "[[ 0.85190392]\n",
      " [ 1.43903065]]\n",
      "[[ 0.85205775]\n",
      " [ 1.43842494]]\n",
      "[[ 0.8523491 ]\n",
      " [ 1.43788719]]\n",
      "[[ 0.85255814]\n",
      " [ 1.43731058]]\n",
      "[[ 0.85283166]\n",
      " [ 1.43673599]]\n",
      "[[ 0.85303676]\n",
      " [ 1.43611836]]\n",
      "[[ 0.85325217]\n",
      " [ 1.43549383]]\n",
      "[[ 0.85342747]\n",
      " [ 1.43485498]]\n",
      "[[ 0.85355514]\n",
      " [ 1.43419576]]\n",
      "[[ 0.85372585]\n",
      " [ 1.43357527]]\n",
      "[[ 0.8539378 ]\n",
      " [ 1.43300235]]\n",
      "[[ 0.85418236]\n",
      " [ 1.43244457]]\n",
      "[[ 0.85436124]\n",
      " [ 1.43184793]]\n",
      "[[ 0.85450137]\n",
      " [ 1.43125176]]\n",
      "[[ 0.85467046]\n",
      " [ 1.43066967]]\n",
      "[[ 0.85484165]\n",
      " [ 1.43009675]]\n",
      "[[ 0.85502988]\n",
      " [ 1.42950773]]\n",
      "[[ 0.85518461]\n",
      " [ 1.42889929]]\n",
      "[[ 0.85547757]\n",
      " [ 1.42835903]]\n",
      "[[ 0.85568774]\n",
      " [ 1.42777979]]\n",
      "[[ 0.85596281]\n",
      " [ 1.42720258]]\n",
      "[[ 0.85616904]\n",
      " [ 1.4265821 ]]\n",
      "[[ 0.85638565]\n",
      " [ 1.4259547 ]]\n",
      "[[ 0.8565619 ]\n",
      " [ 1.42531288]]\n",
      "[[ 0.85669023]\n",
      " [ 1.42465067]]\n",
      "[[ 0.85686183]\n",
      " [ 1.42402732]]\n",
      "[[ 0.85707498]\n",
      " [ 1.42345178]]\n",
      "[[ 0.8573209]\n",
      " [ 1.4228915]]\n",
      "[[ 0.85750073]\n",
      " [ 1.42229211]]\n",
      "[[ 0.85764164]\n",
      " [ 1.42169321]]\n",
      "[[ 0.85781169]\n",
      " [ 1.42110848]]\n",
      "[[ 0.85798383]\n",
      " [ 1.42053294]]\n",
      "[[ 0.85817313]\n",
      " [ 1.41994119]]\n",
      "[[ 0.8583287]\n",
      " [ 1.41933  ]]\n",
      "[[ 0.85862327]\n",
      " [ 1.41878736]]\n",
      "[[ 0.85883462]\n",
      " [ 1.41820538]]\n",
      "[[ 0.85911119]\n",
      " [ 1.41762555]]\n",
      "[[ 0.85931849]\n",
      " [ 1.4170022 ]]\n",
      "[[ 0.85953629]\n",
      " [ 1.41637194]]\n",
      "[[ 0.85971349]\n",
      " [ 1.41572726]]\n",
      "[[ 0.85984254]\n",
      " [ 1.41506195]]\n",
      "[[ 0.86001509]\n",
      " [ 1.41443586]]\n",
      "[[ 0.86022937]\n",
      " [ 1.4138577 ]]\n",
      "[[ 0.86047661]\n",
      " [ 1.41329491]]\n",
      "[[ 0.86065745]\n",
      " [ 1.41269279]]\n",
      "[[ 0.86079907]\n",
      " [ 1.41209114]]\n",
      "[[ 0.86097002]\n",
      " [ 1.41150379]]\n",
      "[[ 0.86114305]\n",
      " [ 1.41092563]]\n",
      "[[ 0.86133337]\n",
      " [ 1.41033125]]\n",
      "[[ 0.86148977]\n",
      " [ 1.4097172 ]]\n",
      "[[ 0.86178595]\n",
      " [ 1.40917206]]\n",
      "[[ 0.86199844]\n",
      " [ 1.40858746]]\n",
      "[[ 0.86227649]\n",
      " [ 1.408005  ]]\n",
      "[[ 0.86248493]\n",
      " [ 1.40737891]]\n",
      "[[ 0.86270392]\n",
      " [ 1.40674579]]\n",
      "[[ 0.86288208]\n",
      " [ 1.40609825]]\n",
      "[[ 0.86301184]\n",
      " [ 1.40542996]]\n",
      "[[ 0.86318535]\n",
      " [ 1.40480101]]\n",
      "[[ 0.86340082]\n",
      " [ 1.40422022]]\n",
      "[[ 0.86364943]\n",
      " [ 1.40365493]]\n",
      "[[ 0.86383122]\n",
      " [ 1.40305018]]\n",
      "[[ 0.86397362]\n",
      " [ 1.40244591]]\n",
      "[[ 0.86414552]\n",
      " [ 1.40185583]]\n",
      "[[ 0.8643195 ]\n",
      " [ 1.40127516]]\n",
      "[[ 0.86451083]\n",
      " [ 1.40067804]]\n",
      "[[ 0.86466807]\n",
      " [ 1.40006125]]\n",
      "[[ 0.86496586]\n",
      " [ 1.39951372]]\n",
      "[[ 0.86517948]\n",
      " [ 1.3989265 ]]\n",
      "[[ 0.86545902]\n",
      " [ 1.39834142]]\n",
      "[[ 0.86566859]\n",
      " [ 1.39771247]]\n",
      "[[ 0.86588871]\n",
      " [ 1.39707649]]\n",
      "[[ 0.86606783]\n",
      " [ 1.39642596]]\n",
      "[[ 0.8661983 ]\n",
      " [ 1.39575469]]\n",
      "[[ 0.8663727 ]\n",
      " [ 1.39512289]]\n",
      "[[ 0.86658931]\n",
      " [ 1.39453948]]\n",
      "[[ 0.86683923]\n",
      " [ 1.39397156]]\n",
      "[[ 0.86702204]\n",
      " [ 1.39336407]]\n",
      "[[ 0.86716521]\n",
      " [ 1.39275706]]\n",
      "[[ 0.867338  ]\n",
      " [ 1.39216435]]\n",
      "[[ 0.86751294]\n",
      " [ 1.39158106]]\n",
      "[[ 0.86770529]\n",
      " [ 1.39098132]]\n",
      "[[ 0.86786342]\n",
      " [ 1.39036179]]\n",
      "[[ 0.86816281]\n",
      " [ 1.38981175]]\n",
      "[[ 0.86837757]\n",
      " [ 1.38922203]]\n",
      "[[ 0.8686586 ]\n",
      " [ 1.38863432]]\n",
      "[[ 0.8688693 ]\n",
      " [ 1.38800263]]\n",
      "[[ 0.86909062]\n",
      " [ 1.38736391]]\n",
      "[[ 0.86927068]\n",
      " [ 1.38671052]]\n",
      "[[ 0.86940181]\n",
      " [ 1.38603628]]\n",
      "[[ 0.86957717]\n",
      " [ 1.38540173]]\n",
      "[[ 0.86979496]\n",
      " [ 1.38481581]]\n",
      "[[ 0.87004626]\n",
      " [ 1.3842454 ]]\n",
      "[[ 0.87023002]\n",
      " [ 1.38363528]]\n",
      "[[ 0.87037396]\n",
      " [ 1.38302565]]\n",
      "[[ 0.87054771]\n",
      " [ 1.38243032]]\n",
      "[[ 0.87072361]\n",
      " [ 1.3818444 ]]\n",
      "[[ 0.87091702]\n",
      " [ 1.38124204]]\n",
      "[[ 0.87107599]\n",
      " [ 1.38061976]]\n",
      "[[ 0.87137693]\n",
      " [ 1.38006735]]\n",
      "[[ 0.87159288]\n",
      " [ 1.379475  ]]\n",
      "[[ 0.87187546]\n",
      " [ 1.37888467]]\n",
      "[[ 0.8720873 ]\n",
      " [ 1.37825012]]\n",
      "[[ 0.8723098 ]\n",
      " [ 1.37760854]]\n",
      "[[ 0.87249088]\n",
      " [ 1.37695229]]\n",
      "[[ 0.87262273]\n",
      " [ 1.37627506]]\n",
      "[[ 0.87279904]\n",
      " [ 1.37563777]]\n",
      "[[ 0.87301797]\n",
      " [ 1.37504923]]\n",
      "[[ 0.87327057]\n",
      " [ 1.37447631]]\n",
      "[[ 0.87345535]\n",
      " [ 1.37386346]]\n",
      "[[ 0.87360007]\n",
      " [ 1.37325108]]\n",
      "[[ 0.87377471]\n",
      " [ 1.37265313]]\n",
      "[[ 0.87395149]\n",
      " [ 1.37206471]]\n",
      "[[ 0.87414593]\n",
      " [ 1.37145972]]\n",
      "[[ 0.87430573]\n",
      " [ 1.37083483]]\n",
      "[[ 0.87460828]\n",
      " [ 1.37028003]]\n",
      "[[ 0.87482536]\n",
      " [ 1.36968505]]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[[ 0.87510943]\n",
      " [ 1.36909223]]\n",
      "[[ 0.8753224 ]\n",
      " [ 1.36845493]]\n",
      "[[ 0.8755461 ]\n",
      " [ 1.36781061]]\n",
      "[[ 0.87572813]\n",
      " [ 1.3671515 ]]\n",
      "[[ 0.87586069]\n",
      " [ 1.36647141]]\n",
      "[[ 0.8760379 ]\n",
      " [ 1.36583126]]\n",
      "[[ 0.87625802]\n",
      " [ 1.36524022]]\n",
      "[[ 0.87651193]\n",
      " [ 1.36466479]]\n",
      "[[ 0.87669766]\n",
      " [ 1.36404932]]\n",
      "[[ 0.87684315]\n",
      " [ 1.36343431]]\n",
      "[[ 0.87701875]\n",
      " [ 1.36283386]]\n",
      "[[ 0.87719649]\n",
      " [ 1.36224282]]\n",
      "[[ 0.87739193]\n",
      " [ 1.36163521]]\n",
      "[[ 0.87755257]\n",
      " [ 1.36100757]]\n",
      "[[ 0.87785673]\n",
      " [ 1.36045027]]\n",
      "[[ 0.87807494]\n",
      " [ 1.35985267]]\n",
      "[[ 0.87836051]\n",
      " [ 1.35925722]]\n",
      "[[ 0.87857461]\n",
      " [ 1.35861719]]\n",
      "[[ 0.8787995]\n",
      " [ 1.35797  ]]\n",
      "[[ 0.87898248]\n",
      " [ 1.35730803]]\n",
      "[[ 0.87911576]\n",
      " [ 1.35662496]]\n",
      "[[ 0.87929392]\n",
      " [ 1.35598207]]\n",
      "[[ 0.87951517]\n",
      " [ 1.3553884 ]]\n",
      "[[ 0.87977046]\n",
      " [ 1.35481048]]\n",
      "[[ 0.87995714]\n",
      " [ 1.35419226]]\n",
      "[[ 0.88010341]\n",
      " [ 1.35357451]]\n",
      "[[ 0.8802799 ]\n",
      " [ 1.35297143]]\n",
      "[[ 0.88045859]\n",
      " [ 1.35237789]]\n",
      "[[ 0.88065505]\n",
      " [ 1.35176766]]\n",
      "[[ 0.88081652]\n",
      " [ 1.35113728]]\n",
      "[[ 0.88112229]\n",
      " [ 1.35057759]]\n",
      "[[ 0.88134164]\n",
      " [ 1.34997749]]\n",
      "[[ 0.88162869]\n",
      " [ 1.34937954]]\n",
      "[[ 0.88184386]\n",
      " [ 1.34873676]]\n",
      "[[ 0.88206989]\n",
      " [ 1.34808683]]\n",
      "[[ 0.88225383]\n",
      " [ 1.347422  ]]\n",
      "[[ 0.88238776]\n",
      " [ 1.34673595]]\n",
      "[[ 0.88256687]\n",
      " [ 1.34609032]]\n",
      "[[ 0.88278931]\n",
      " [ 1.34549415]]\n",
      "[[ 0.88304591]\n",
      " [ 1.34491384]]\n",
      "[[ 0.88323361]\n",
      " [ 1.344293  ]]\n",
      "[[ 0.88338059]\n",
      " [ 1.34367263]]\n",
      "[[ 0.88355803]\n",
      " [ 1.34306693]]\n",
      "[[ 0.88373762]\n",
      " [ 1.34247088]]\n",
      "[[ 0.88393515]\n",
      " [ 1.34185803]]\n",
      "[[ 0.88409752]\n",
      " [ 1.34122491]]\n",
      "[[ 0.88440484]\n",
      " [ 1.34066284]]\n",
      "[[ 0.88462532]\n",
      " [ 1.34006011]]\n",
      "[[ 0.88491386]\n",
      " [ 1.33945954]]\n",
      "[[ 0.88513017]\n",
      " [ 1.33881402]]\n",
      "[[ 0.88535738]\n",
      " [ 1.33816135]]\n",
      "[[ 0.88554227]\n",
      " [ 1.33749366]]\n",
      "[[ 0.88567692]\n",
      " [ 1.33680475]]\n",
      "[[ 0.88585693]\n",
      " [ 1.33615637]]\n",
      "[[ 0.8860805 ]\n",
      " [ 1.33555758]]\n",
      "[[ 0.88633847]\n",
      " [ 1.33497477]]\n",
      "[[ 0.88652712]\n",
      " [ 1.3343513 ]]\n",
      "[[ 0.88667488]\n",
      " [ 1.33372831]]\n",
      "[[ 0.88685322]\n",
      " [ 1.33312011]]\n",
      "[[ 0.88703376]\n",
      " [ 1.33252144]]\n",
      "[[ 0.8872323 ]\n",
      " [ 1.33190596]]\n",
      "[[ 0.8873955 ]\n",
      " [ 1.33127022]]\n",
      "[[ 0.88770443]\n",
      " [ 1.33070576]]\n",
      "[[ 0.8879261 ]\n",
      " [ 1.33010054]]\n",
      "[[ 0.88821614]\n",
      " [ 1.32949746]]\n",
      "[[ 0.88843358]\n",
      " [ 1.3288492 ]]\n",
      "[[ 0.88866198]\n",
      " [ 1.32819378]]\n",
      "[[ 0.88884783]\n",
      " [ 1.32752335]]\n",
      "[[ 0.88898319]\n",
      " [ 1.32683146]]\n",
      "[[ 0.88916415]\n",
      " [ 1.32618034]]\n",
      "[[ 0.88938886]\n",
      " [ 1.32557905]]\n",
      "[[ 0.88964814]\n",
      " [ 1.32499373]]\n",
      "[[ 0.88983774]\n",
      " [ 1.32436764]]\n",
      "[[ 0.88998628]\n",
      " [ 1.32374203]]\n",
      "[[ 0.89016557]\n",
      " [ 1.3231312 ]]\n",
      "[[ 0.89034706]\n",
      " [ 1.32253003]]\n",
      "[[ 0.89054662]\n",
      " [ 1.32191193]]\n",
      "[[ 0.89071065]\n",
      " [ 1.32127345]]\n",
      "[[ 0.89102119]\n",
      " [ 1.32070661]]\n",
      "[[ 0.89124399]\n",
      " [ 1.32009876]]\n",
      "[[ 0.89153552]\n",
      " [ 1.31949317]]\n",
      "[[ 0.89175409]\n",
      " [ 1.31884217]]\n",
      "[[ 0.89198369]\n",
      " [ 1.3181839 ]]\n",
      "[[ 0.89217049]\n",
      " [ 1.3175106 ]]\n",
      "[[ 0.89230651]\n",
      " [ 1.31681585]]\n",
      "[[ 0.89248842]\n",
      " [ 1.31616199]]\n",
      "[[ 0.89271432]\n",
      " [ 1.3155582 ]]\n",
      "[[ 0.89297491]\n",
      " [ 1.31497049]]\n",
      "[[ 0.89316553]\n",
      " [ 1.31434178]]\n",
      "[[ 0.89331484]\n",
      " [ 1.31371355]]\n",
      "[[ 0.89349502]\n",
      " [ 1.31310022]]\n",
      "[[ 0.89367741]\n",
      " [ 1.31249654]]\n",
      "[[ 0.89387798]\n",
      " [ 1.31187582]]\n",
      "[[ 0.89404285]\n",
      " [ 1.31123471]]\n",
      "[[ 0.89435494]\n",
      " [ 1.31066549]]\n",
      "[[ 0.89457887]\n",
      " [ 1.31005514]]\n",
      "[[ 0.89487189]\n",
      " [ 1.30944693]]\n",
      "[[ 0.89509153]\n",
      " [ 1.30879319]]\n",
      "[[ 0.89532226]\n",
      " [ 1.30813217]]\n",
      "[[ 0.89551002]\n",
      " [ 1.30745614]]\n",
      "[[ 0.89564675]\n",
      " [ 1.30675852]]\n",
      "[[ 0.89582956]\n",
      " [ 1.30610192]]\n",
      "[[ 0.89605659]\n",
      " [ 1.30549562]]\n",
      "[[ 0.89631855]\n",
      " [ 1.30490541]]\n",
      "[[ 0.89651012]\n",
      " [ 1.30427408]]\n",
      "[[ 0.89666021]\n",
      " [ 1.30364323]]\n",
      "[[ 0.89684135]\n",
      " [ 1.30302727]]\n",
      "[[ 0.89702469]\n",
      " [ 1.30242109]]\n",
      "[[ 0.89722627]\n",
      " [ 1.30179787]]\n",
      "[[ 0.89739197]\n",
      " [ 1.30115414]]\n",
      "[[ 0.89770567]\n",
      " [ 1.30058265]]\n",
      "[[ 0.89793074]\n",
      " [ 1.29996979]]\n",
      "[[ 0.89822525]\n",
      " [ 1.29935908]]\n",
      "[[ 0.89844602]\n",
      " [ 1.29870272]]\n",
      "[[ 0.89867795]\n",
      " [ 1.29803908]]\n",
      "[[ 0.89886665]\n",
      " [ 1.29736018]]\n",
      "[[ 0.8990041 ]\n",
      " [ 1.29665971]]\n",
      "[[ 0.89918786]\n",
      " [ 1.29600036]]\n",
      "[[ 0.89941603]\n",
      " [ 1.29539156]]\n",
      "[[ 0.8996793 ]\n",
      " [ 1.29479897]]\n",
      "[[ 0.89987183]\n",
      " [ 1.29416502]]\n",
      "[[ 0.90002263]\n",
      " [ 1.29353154]]\n",
      "[[ 0.90020466]\n",
      " [ 1.29291308]]\n",
      "[[ 0.9003889]\n",
      " [ 1.2923044]]\n",
      "[[ 0.90059149]\n",
      " [ 1.29167855]]\n",
      "[[ 0.90075803]\n",
      " [ 1.2910322 ]]\n",
      "[[ 0.90107334]\n",
      " [ 1.29045832]]\n",
      "[[ 0.90129954]\n",
      " [ 1.28984296]]\n",
      "[[ 0.90159553]\n",
      " [ 1.28922975]]\n",
      "[[ 0.90181744]\n",
      " [ 1.28857064]]\n",
      "[[ 0.9020505 ]\n",
      " [ 1.28790426]]\n",
      "[[ 0.90224016]\n",
      " [ 1.28722262]]\n",
      "[[ 0.90237826]\n",
      " [ 1.28651929]]\n",
      "[[ 0.90256292]\n",
      " [ 1.28585732]]\n",
      "[[ 0.90279227]\n",
      " [ 1.28524601]]\n",
      "[[ 0.90305686]\n",
      " [ 1.28465092]]\n",
      "[[ 0.9032504 ]\n",
      " [ 1.28401446]]\n",
      "[[ 0.90340197]\n",
      " [ 1.28337848]]\n",
      "[[ 0.9035849 ]\n",
      " [ 1.28275752]]\n",
      "[[ 0.90377009]\n",
      " [ 1.28214633]]\n",
      "[[ 0.90397376]\n",
      " [ 1.28151798]]\n",
      "[[ 0.90414113]\n",
      " [ 1.28086901]]\n",
      "[[ 0.90445799]\n",
      " [ 1.28029275]]\n",
      "[[ 0.90468532]\n",
      " [ 1.27967489]]\n",
      "[[ 0.90498281]\n",
      " [ 1.27905917]]\n",
      "[[ 0.90520579]\n",
      " [ 1.27839744]]\n",
      "[[ 0.90544003]\n",
      " [ 1.27772832]]\n",
      "[[ 0.90563065]\n",
      " [ 1.27704394]]\n",
      "[[ 0.90576947]\n",
      " [ 1.27633774]]\n",
      "[[ 0.90595508]\n",
      " [ 1.27567303]]\n",
      "[[ 0.90618557]\n",
      " [ 1.27505934]]\n",
      "[[ 0.90645146]\n",
      " [ 1.27446187]]\n",
      "[[ 0.90664595]\n",
      " [ 1.27382278]]\n",
      "[[ 0.9067983 ]\n",
      " [ 1.27318418]]\n",
      "[[ 0.90698218]\n",
      " [ 1.27256072]]\n",
      "[[ 0.90716827]\n",
      " [ 1.27194715]]\n",
      "[[ 0.90737295]\n",
      " [ 1.27131629]]\n",
      "[[ 0.90754116]\n",
      " [ 1.27066469]]\n",
      "[[ 0.90785962]\n",
      " [ 1.27008617]]\n",
      "[[ 0.90808809]\n",
      " [ 1.2694658 ]]\n",
      "[[ 0.90838706]\n",
      " [ 1.2688477 ]]\n",
      "[[ 0.90861118]\n",
      " [ 1.26818323]]\n",
      "[[ 0.90884662]\n",
      " [ 1.26751149]]\n",
      "[[ 0.90903819]\n",
      " [ 1.26682436]]\n",
      "[[ 0.90917766]\n",
      " [ 1.26611531]]\n",
      "[[ 0.90936416]\n",
      " [ 1.26544797]]\n",
      "[[ 0.90959579]\n",
      " [ 1.26483178]]\n",
      "[[ 0.909863  ]\n",
      " [ 1.26423192]]\n",
      "[[ 0.91005844]\n",
      " [ 1.26359022]]\n",
      "[[ 0.9102115 ]\n",
      " [ 1.26294911]]\n",
      "[[ 0.91039628]\n",
      " [ 1.26232314]]\n",
      "[[ 0.91058332]\n",
      " [ 1.26170707]]\n",
      "[[ 0.91078901]\n",
      " [ 1.26107371]]\n",
      "[[ 0.91095805]\n",
      " [ 1.26041949]]\n",
      "[[ 0.91127807]\n",
      " [ 1.25983858]]\n",
      "[[ 0.91150767]\n",
      " [ 1.25921571]]\n",
      "[[ 0.91180807]\n",
      " [ 1.25859511]]\n",
      "[[ 0.91203332]\n",
      " [ 1.25792801]]\n",
      "[[ 0.91226989]\n",
      " [ 1.25725353]]\n",
      "[[ 0.91246241]\n",
      " [ 1.25656366]]\n",
      "[[ 0.9126026 ]\n",
      " [ 1.25585175]]\n",
      "[[ 0.91279006]\n",
      " [ 1.25518179]]\n",
      "[[ 0.91302282]\n",
      " [ 1.25456309]]\n",
      "[[ 0.91329139]\n",
      " [ 1.25396085]]\n",
      "[[ 0.91348779]\n",
      " [ 1.25331664]]\n",
      "[[ 0.91364163]\n",
      " [ 1.25267291]]\n",
      "[[ 0.9138273 ]\n",
      " [ 1.25204444]]\n",
      "[[ 0.91401523]\n",
      " [ 1.25142598]]\n",
      "[[ 0.91422194]\n",
      " [ 1.25079012]]\n",
      "[[ 0.91439182]\n",
      " [ 1.25013328]]\n",
      "[[ 0.91471338]\n",
      " [ 1.2495501 ]]\n",
      "[[ 0.91494411]\n",
      " [ 1.24892485]]\n",
      "[[ 0.91524601]\n",
      " [ 1.24830174]]\n",
      "[[ 0.91547233]\n",
      " [ 1.24763203]]\n",
      "[[ 0.91571003]\n",
      " [ 1.24695492]]\n",
      "[[ 0.91590345]\n",
      " [ 1.24626231]]\n",
      "[[ 0.91604429]\n",
      " [ 1.24554765]]\n",
      "[[ 0.91623265]\n",
      " [ 1.24487507]]\n",
      "[[ 0.91646653]\n",
      " [ 1.24425399]]\n",
      "[[ 0.91673642]\n",
      " [ 1.24364936]]\n",
      "[[ 0.91693377]\n",
      " [ 1.24300265]]\n",
      "[[ 0.91708839]\n",
      " [ 1.24235642]]\n",
      "[[ 0.91727495]\n",
      " [ 1.24172544]]\n",
      "[[ 0.91746384]\n",
      " [ 1.24110448]]\n",
      "[[ 0.91767156]\n",
      " [ 1.24046612]]\n",
      "[[ 0.91784227]\n",
      " [ 1.23980665]]\n",
      "[[ 0.91816545]\n",
      " [ 1.23922122]]\n",
      "[[ 0.91839731]\n",
      " [ 1.23859346]]\n",
      "[[ 0.9187007 ]\n",
      " [ 1.23796797]]\n",
      "[[ 0.91892815]\n",
      " [ 1.23729563]]\n",
      "[[ 0.91916704]\n",
      " [ 1.23661578]]\n",
      "[[ 0.91936141]\n",
      " [ 1.23592043]]\n",
      "[[ 0.91950297]\n",
      " [ 1.23520291]]\n",
      "[[ 0.91969222]\n",
      " [ 1.23452759]]\n",
      "[[ 0.91992724]\n",
      " [ 1.233904  ]]\n",
      "[[ 0.92019844]\n",
      " [ 1.23329699]]\n",
      "[[ 0.92039675]\n",
      " [ 1.23264778]]\n",
      "[[ 0.92055207]\n",
      " [ 1.23199904]]\n",
      "[[ 0.92073959]\n",
      " [ 1.23136568]]\n",
      "[[ 0.92092937]\n",
      " [ 1.23074234]]\n",
      "[[ 0.92113811]\n",
      " [ 1.23010147]]\n",
      "[[ 0.92130965]\n",
      " [ 1.2294395 ]]\n",
      "[[ 0.92163438]\n",
      " [ 1.2288518 ]]\n",
      "[[ 0.92186737]\n",
      " [ 1.22822154]]\n",
      "[[ 0.92217219]\n",
      " [ 1.22759354]]\n",
      "[[ 0.92240071]\n",
      " [ 1.22691858]]\n",
      "[[ 0.92264074]\n",
      " [ 1.2262361 ]]\n",
      "[[ 0.92283607]\n",
      " [ 1.22553813]]\n",
      "[[ 0.92297828]\n",
      " [ 1.22481787]]\n",
      "[[ 0.92316848]\n",
      " [ 1.22413993]]\n",
      "[[ 0.92340463]\n",
      " [ 1.22351396]]\n",
      "[[ 0.92367715]\n",
      " [ 1.22290468]]\n",
      "[[ 0.9238764 ]\n",
      " [ 1.22225285]]\n",
      "[[ 0.92403251]\n",
      " [ 1.22160161]]\n",
      "[[ 0.92422092]\n",
      " [ 1.22096574]]\n",
      "[[ 0.92441165]\n",
      " [ 1.22034001]]\n",
      "[[ 0.92462134]\n",
      " [ 1.21969664]]\n",
      "[[ 0.92479372]\n",
      " [ 1.21903205]]\n",
      "[[ 0.92512   ]\n",
      " [ 1.21844208]]\n",
      "[[ 0.92535406]\n",
      " [ 1.21780944]]\n",
      "[[ 0.92566037]\n",
      " [ 1.21717906]]\n",
      "[[ 0.92588997]\n",
      " [ 1.21650147]]\n",
      "[[ 0.92613119]\n",
      " [ 1.21581638]]\n",
      "[[ 0.92632747]\n",
      " [ 1.21511567]]\n",
      "[[ 0.9264704 ]\n",
      " [ 1.21439266]]\n",
      "[[ 0.92666149]\n",
      " [ 1.21371222]]\n",
      "[[ 0.92689878]\n",
      " [ 1.21308386]]\n",
      "[[ 0.9271726]\n",
      " [ 1.2124722]]\n",
      "[[ 0.92737287]\n",
      " [ 1.21181798]]\n",
      "[[ 0.92752969]\n",
      " [ 1.21116424]]\n",
      "[[ 0.927719  ]\n",
      " [ 1.21052599]]\n",
      "[[ 0.92791063]\n",
      " [ 1.20989776]]\n",
      "[[ 0.92812133]\n",
      " [ 1.20925188]]\n",
      "[[ 0.92829454]\n",
      " [ 1.20858479]]\n",
      "[[ 0.92862236]\n",
      " [ 1.20799255]]\n",
      "[[ 0.92885756]\n",
      " [ 1.20735753]]\n",
      "[[ 0.9291653 ]\n",
      " [ 1.20672476]]\n",
      "[[ 0.92939603]\n",
      " [ 1.20604455]]\n",
      "[[ 0.92963839]\n",
      " [ 1.20535684]]\n",
      "[[ 0.92983556]\n",
      " [ 1.2046535 ]]\n",
      "[[ 0.92997915]\n",
      " [ 1.20392776]]\n",
      "[[ 0.93017113]\n",
      " [ 1.20324469]]\n",
      "[[ 0.93040955]\n",
      " [ 1.20261395]]\n",
      "[[ 0.93068463]\n",
      " [ 1.2019999 ]]\n",
      "[[ 0.93088585]\n",
      " [ 1.20134318]]\n",
      "[[ 0.93104345]\n",
      " [ 1.20068693]]\n",
      "[[ 0.93123364]\n",
      " [ 1.20004618]]\n",
      "[[ 0.93142617]\n",
      " [ 1.19941556]]\n",
      "[[ 0.93163788]\n",
      " [ 1.1987673 ]]\n",
      "[[ 0.93181193]\n",
      " [ 1.19809771]]\n",
      "[[ 0.93214136]\n",
      " [ 1.19750321]]\n",
      "[[ 0.9323777]\n",
      " [ 1.1968658]]\n",
      "[[ 0.93268692]\n",
      " [ 1.19623065]]\n",
      "[[ 0.93291873]\n",
      " [ 1.19554794]]\n",
      "[[ 0.93316221]\n",
      " [ 1.19485772]]\n",
      "[[ 0.93336034]\n",
      " [ 1.19415164]]\n",
      "[[ 0.93350464]\n",
      " [ 1.19342315]]\n",
      "[[ 0.93369758]\n",
      " [ 1.19273746]]\n",
      "[[ 0.93387359]\n",
      " [ 1.19209254]]\n",
      "[[ 0.93409276]\n",
      " [ 1.19146562]]\n",
      "[[ 0.93424338]\n",
      " [ 1.19079685]]\n",
      "[[ 0.93435532]\n",
      " [ 1.19012964]]\n",
      "[[ 0.93450469]\n",
      " [ 1.18947875]]\n",
      "[[ 0.93466055]\n",
      " [ 1.18883884]]\n",
      "[[ 0.93476683]\n",
      " [ 1.18817914]]\n",
      "[[ 0.93484581]\n",
      " [ 1.18749893]]\n",
      "[[ 0.9350906 ]\n",
      " [ 1.18689489]]\n",
      "[[ 0.93525046]\n",
      " [ 1.18624842]]\n",
      "[[ 0.93549132]\n",
      " [ 1.18560493]]\n",
      "[[ 0.93566138]\n",
      " [ 1.18491435]]\n",
      "[[ 0.93584943]\n",
      " [ 1.18421674]]\n",
      "[[ 0.93599755]\n",
      " [ 1.18350375]]\n",
      "[[ 0.93609661]\n",
      " [ 1.18276858]]\n",
      "[[ 0.93624914]\n",
      " [ 1.18207693]]\n",
      "[[ 0.93638879]\n",
      " [ 1.18142653]]\n",
      "[[ 0.93657553]\n",
      " [ 1.18079448]]\n",
      "[[ 0.93669671]\n",
      " [ 1.18012071]]\n",
      "[[ 0.936782  ]\n",
      " [ 1.17944872]]\n",
      "[[ 0.93690759]\n",
      " [ 1.17879343]]\n",
      "[[ 0.93704218]\n",
      " [ 1.17814934]]\n",
      "[[ 0.93712914]\n",
      " [ 1.17748547]]\n",
      "[[ 0.93726623]\n",
      " [ 1.17688513]]\n",
      "[[ 0.93756413]\n",
      " [ 1.1763531 ]]\n",
      "[[ 0.9377715 ]\n",
      " [ 1.17577112]]\n",
      "[[ 0.93807846]\n",
      " [ 1.17525887]]\n",
      "[[ 0.93830782]\n",
      " [ 1.17468596]]\n",
      "[[ 0.93854946]\n",
      " [ 1.17409396]]\n",
      "[[ 0.93874568]\n",
      " [ 1.17347574]]\n",
      "[[ 0.93888795]\n",
      " [ 1.17282546]]\n",
      "[[ 0.93907964]\n",
      " [ 1.17220998]]\n",
      "[[ 0.93934518]\n",
      " [ 1.17172015]]\n",
      "[[ 0.93964553]\n",
      " [ 1.17123258]]\n",
      "[[ 0.93986881]\n",
      " [ 1.17068839]]\n",
      "[[ 0.94004595]\n",
      " [ 1.17013276]]\n",
      "[[ 0.94025439]\n",
      " [ 1.16958201]]\n",
      "[[ 0.94046366]\n",
      " [ 1.16903186]]\n",
      "[[ 0.94061774]\n",
      " [ 1.16845226]]\n",
      "[[ 0.94081551]\n",
      " [ 1.16792774]]\n",
      "[[ 0.94116867]\n",
      " [ 1.16746402]]\n",
      "[[ 0.9414255 ]\n",
      " [ 1.16694307]]\n",
      "[[ 0.94177753]\n",
      " [ 1.16648591]]\n",
      "[[ 0.94204724]\n",
      " [ 1.1659621 ]]\n",
      "[[ 0.94232529]\n",
      " [ 1.16541398]]\n",
      "[[ 0.9425543 ]\n",
      " [ 1.16483486]]\n",
      "[[ 0.9427259 ]\n",
      " [ 1.16421938]]\n",
      "[[ 0.94294423]\n",
      " [ 1.16363525]]\n",
      "[[ 0.94323415]\n",
      " [ 1.16317391]]\n",
      "[[ 0.94355667]\n",
      " [ 1.16271174]]\n",
      "[[ 0.94379973]\n",
      " [ 1.16218996]]\n",
      "[[ 0.94399458]\n",
      " [ 1.16165423]]\n",
      "[[ 0.94421923]\n",
      " [ 1.16112125]]\n",
      "[[ 0.94444317]\n",
      " [ 1.16058683]]\n",
      "[[ 0.9446103 ]\n",
      " [ 1.16002107]]\n",
      "[[ 0.94482005]\n",
      " [ 1.15950906]]\n",
      "[[ 0.94518465]\n",
      " [ 1.15905666]]\n",
      "[[ 0.94545156]\n",
      " [ 1.15854537]]\n",
      "[[ 0.94581312]\n",
      " [ 1.15809703]]\n",
      "[[ 0.94609123]\n",
      " [ 1.15758061]]\n",
      "[[ 0.94637704]\n",
      " [ 1.15703881]]\n",
      "[[ 0.94661289]\n",
      " [ 1.15646505]]\n",
      "[[ 0.94679052]\n",
      " [ 1.15585411]]\n",
      "[[ 0.94701457]\n",
      " [ 1.15527391]]\n",
      "[[ 0.94730997]\n",
      " [ 1.15481639]]\n",
      "[[ 0.94763768]\n",
      " [ 1.15435743]]\n",
      "[[ 0.94788522]\n",
      " [ 1.15383816]]\n",
      "[[ 0.948084  ]\n",
      " [ 1.15330446]]\n",
      "[[ 0.94831234]\n",
      " [ 1.15277302]]\n",
      "[[ 0.9484657 ]\n",
      " [ 1.15223563]]\n",
      "[[ 0.94856912]\n",
      " [ 1.15166688]]\n",
      "[[ 0.94872177]\n",
      " [ 1.15115213]]\n",
      "[[ 0.9490357 ]\n",
      " [ 1.15069723]]\n",
      "[[ 0.94925678]\n",
      " [ 1.15018344]]\n",
      "[[ 0.94957757]\n",
      " [ 1.14973283]]\n",
      "[[ 0.94981879]\n",
      " [ 1.14921391]]\n",
      "[[ 0.95007151]\n",
      " [ 1.1486696 ]]\n",
      "[[ 0.95027745]\n",
      " [ 1.14809322]]\n",
      "[[ 0.95042807]\n",
      " [ 1.14747953]]\n",
      "[[ 0.95062804]\n",
      " [ 1.14689672]]\n",
      "[[ 0.9509021 ]\n",
      " [ 1.14643705]]\n",
      "[[ 0.95121086]\n",
      " [ 1.14597607]]\n",
      "[[ 0.95144111]\n",
      " [ 1.14545453]]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[[ 0.95162427]\n",
      " [ 1.14491844]]\n",
      "[[ 0.95183873]\n",
      " [ 1.14438474]]\n",
      "[[ 0.9519794 ]\n",
      " [ 1.14384508]]\n",
      "[[ 0.95207125]\n",
      " [ 1.14327395]]\n",
      "[[ 0.9522137 ]\n",
      " [ 1.14275706]]\n",
      "[[ 0.95251918]\n",
      " [ 1.14230025]]\n",
      "[[ 0.95273238]\n",
      " [ 1.14178431]]\n",
      "[[ 0.9530465 ]\n",
      " [ 1.14133179]]\n",
      "[[ 0.95328158]\n",
      " [ 1.14081085]]\n",
      "[[ 0.95352888]\n",
      " [ 1.14026439]]\n",
      "[[ 0.95372993]\n",
      " [ 1.13968575]]\n",
      "[[ 0.95387596]\n",
      " [ 1.13906968]]\n",
      "[[ 0.95407206]\n",
      " [ 1.1384846 ]]\n",
      "[[ 0.95434296]\n",
      " [ 1.13802314]]\n",
      "[[ 0.95464909]\n",
      " [ 1.13756025]]\n",
      "[[ 0.95487684]\n",
      " [ 1.13703668]]\n",
      "[[ 0.95505762]\n",
      " [ 1.13649857]]\n",
      "[[ 0.95527017]\n",
      " [ 1.13596284]]\n",
      "[[ 0.95540887]\n",
      " [ 1.13542104]]\n",
      "[[ 0.95549887]\n",
      " [ 1.13484764]]\n",
      "[[ 0.9556399 ]\n",
      " [ 1.13432872]]\n",
      "[[ 0.95594472]\n",
      " [ 1.13387012]]\n",
      "[[ 0.95623749]\n",
      " [ 1.13347626]]\n",
      "[[ 0.95662367]\n",
      " [ 1.13313365]]\n",
      "[[ 0.95692343]\n",
      " [ 1.13271105]]\n",
      "[[ 0.95722914]\n",
      " [ 1.13225281]]\n",
      "[[ 0.95748264]\n",
      " [ 1.13175321]]\n",
      "[[ 0.95767576]\n",
      " [ 1.13120782]]\n",
      "[[ 0.95791447]\n",
      " [ 1.13068628]]\n",
      "[[ 0.95822418]\n",
      " [ 1.13028228]]\n",
      "[[ 0.95856547]\n",
      " [ 1.12987101]]\n",
      "[[ 0.95882469]\n",
      " [ 1.12939334]]\n",
      "[[ 0.95903373]\n",
      " [ 1.12889624]]\n",
      "[[ 0.95927191]\n",
      " [ 1.12839723]]\n",
      "[[ 0.9594335 ]\n",
      " [ 1.12788832]]\n",
      "[[ 0.95954394]\n",
      " [ 1.12734413]]\n",
      "[[ 0.95970356]\n",
      " [ 1.12685144]]\n",
      "[[ 0.96002585]\n",
      " [ 1.12641656]]\n",
      "[[ 0.96033442]\n",
      " [ 1.12604403]]\n",
      "[[ 0.96073532]\n",
      " [ 1.12572086]]\n",
      "[[ 0.96104813]\n",
      " [ 1.12531519]]\n",
      "[[ 0.9613657 ]\n",
      " [ 1.12487185]]\n",
      "[[ 0.96162981]\n",
      " [ 1.12438524]]\n",
      "[[ 0.96183234]\n",
      " [ 1.12385118]]\n",
      "[[ 0.96207982]\n",
      " [ 1.12333965]]\n",
      "[[ 0.96239775]\n",
      " [ 1.12294495]]\n",
      "[[ 0.96274674]\n",
      " [ 1.12254179]]\n",
      "[[ 0.96301264]\n",
      " [ 1.12207103]]\n",
      "[[ 0.96322763]\n",
      " [ 1.12157989]]\n",
      "[[ 0.96347135]\n",
      " [ 1.121086  ]]\n",
      "[[ 0.96363771]\n",
      " [ 1.12058139]]\n",
      "[[ 0.96375233]\n",
      " [ 1.12004066]]\n",
      "[[ 0.96391594]\n",
      " [ 1.11955118]]\n",
      "[[ 0.96424252]\n",
      " [ 1.11911917]]\n",
      "[[ 0.96455497]\n",
      " [ 1.11874938]]\n",
      "[[ 0.96495986]\n",
      " [ 1.11842859]]\n",
      "[[ 0.96527606]\n",
      " [ 1.11802459]]\n",
      "[[ 0.96559685]\n",
      " [ 1.11758244]]\n",
      "[[ 0.96586376]\n",
      " [ 1.11709654]]\n",
      "[[ 0.96606874]\n",
      " [ 1.11656272]]\n",
      "[[ 0.96631861]\n",
      " [ 1.11605132]]\n",
      "[[ 0.9666391 ]\n",
      " [ 1.11565697]]\n",
      "[[ 0.96699059]\n",
      " [ 1.11525393]]\n",
      "[[ 0.96725857]\n",
      " [ 1.11478281]]\n",
      "[[ 0.96747535]\n",
      " [ 1.11429107]]\n",
      "[[ 0.96772087]\n",
      " [ 1.11379635]]\n",
      "[[ 0.9678967 ]\n",
      " [ 1.11331844]]\n",
      "[[ 0.96801972]\n",
      " [ 1.11280143]]\n",
      "[[ 0.96819115]\n",
      " [ 1.1123333 ]]\n",
      "[[ 0.96852541]\n",
      " [ 1.1119206 ]]\n",
      "[[ 0.96884489]\n",
      " [ 1.11156821]]\n",
      "[[ 0.96925658]\n",
      " [ 1.11126316]]\n",
      "[[ 0.96957868]\n",
      " [ 1.11087286]]\n",
      "[[ 0.96990496]\n",
      " [ 1.11044264]]\n",
      "[[ 0.9701767 ]\n",
      " [ 1.10996711]]\n",
      "[[ 0.97038585]\n",
      " [ 1.10944211]]\n",
      "[[ 0.97063977]\n",
      " [ 1.10893857]]\n",
      "[[ 0.97096425]\n",
      " [ 1.10855162]]\n",
      "[[ 0.97131962]\n",
      " [ 1.10815501]]\n",
      "[[ 0.97159094]\n",
      " [ 1.10768914]]\n",
      "[[ 0.97181058]\n",
      " [ 1.10720181]]\n",
      "[[ 0.97205889]\n",
      " [ 1.10671091]]\n",
      "[[ 0.97223705]\n",
      " [ 1.10623634]]\n",
      "[[ 0.97236198]\n",
      " [ 1.10572183]]\n",
      "[[ 0.97253537]\n",
      " [ 1.10525596]]\n",
      "[[ 0.97287214]\n",
      " [ 1.10484529]]\n",
      "[[ 0.97319394]\n",
      " [ 1.10449493]]\n",
      "[[ 0.9736082 ]\n",
      " [ 1.10419178]]\n",
      "[[ 0.97393245]\n",
      " [ 1.10380256]]\n",
      "[[ 0.97426075]\n",
      " [ 1.10337305]]\n",
      "[[ 0.97453427]\n",
      " [ 1.10289776]]\n",
      "[[ 0.97474492]\n",
      " [ 1.10237265]]\n",
      "[[ 0.97500038]\n",
      " [ 1.10186875]]\n",
      "[[ 0.97532666]\n",
      " [ 1.1014818 ]]\n",
      "[[ 0.97568381]\n",
      " [ 1.10108495]]\n",
      "[[ 0.97595656]\n",
      " [ 1.10061848]]\n",
      "[[ 0.97617739]\n",
      " [ 1.10013032]]\n",
      "[[ 0.97642696]\n",
      " [ 1.09963834]]\n",
      "[[ 0.97660613]\n",
      " [ 1.0991627 ]]\n",
      "[[ 0.97673184]\n",
      " [ 1.09864688]]\n",
      "[[ 0.97690618]\n",
      " [ 1.09817982]]\n",
      "[[ 0.97724444]\n",
      " [ 1.09776807]]\n",
      "[[ 0.97756767]\n",
      " [ 1.09741676]]\n",
      "[[ 0.97798365]\n",
      " [ 1.09711277]]\n",
      "[[ 0.97830927]\n",
      " [ 1.09672248]]\n",
      "[[ 0.97863895]\n",
      " [ 1.09629154]]\n",
      "[[ 0.97891366]\n",
      " [ 1.09581459]]\n",
      "[[ 0.9791252 ]\n",
      " [ 1.09528756]]\n",
      "[[ 0.9793818 ]\n",
      " [ 1.09478176]]\n",
      "[[ 0.97970939]\n",
      " [ 1.09439349]]\n",
      "[[ 0.98006803]\n",
      " [ 1.09399521]]\n",
      "[[ 0.98034191]\n",
      " [ 1.09352696]]\n",
      "[[ 0.9805637 ]\n",
      " [ 1.09303689]]\n",
      "[[ 0.98081428]\n",
      " [ 1.09254301]]\n",
      "[[ 0.98099416]\n",
      " [ 1.09206545]]\n",
      "[[ 0.98112041]\n",
      " [ 1.09154761]]\n",
      "[[ 0.98129547]\n",
      " [ 1.09107864]]\n",
      "[[ 0.98163503]\n",
      " [ 1.09066534]]\n",
      "[[ 0.98195952]\n",
      " [ 1.0903126 ]]\n",
      "[[ 0.98237711]\n",
      " [ 1.09000742]]\n",
      "[[ 0.98270398]\n",
      " [ 1.08961546]]\n",
      "[[ 0.98303497]\n",
      " [ 1.08918273]]\n",
      "[[ 0.9833107 ]\n",
      " [ 1.08870387]]\n",
      "[[ 0.98352307]\n",
      " [ 1.08817458]]\n",
      "[[ 0.98378062]\n",
      " [ 1.08766663]]\n",
      "[[ 0.98410946]\n",
      " [ 1.0872767 ]]\n",
      "[[ 0.98446947]\n",
      " [ 1.08687675]]\n",
      "[[ 0.98474443]\n",
      " [ 1.08640647]]\n",
      "[[ 0.98496705]\n",
      " [ 1.08591425]]\n",
      "[[ 0.98512149]\n",
      " [ 1.08538949]]\n",
      "[[ 0.98521465]\n",
      " [ 1.08488393]]\n",
      "[[ 0.98526263]\n",
      " [ 1.08434045]]\n",
      "[[ 0.98536748]\n",
      " [ 1.08384848]]\n",
      "[[ 0.98564464]\n",
      " [ 1.08341444]]\n",
      "[[ 0.98591298]\n",
      " [ 1.08304322]]\n",
      "[[ 0.98628056]\n",
      " [ 1.08272147]]\n",
      "[[ 0.98656225]\n",
      " [ 1.08231413]]\n",
      "[[ 0.98685265]\n",
      " [ 1.08186722]]\n",
      "[[ 0.98709178]\n",
      " [ 1.08137512]]\n",
      "[[ 0.98727101]\n",
      " [ 1.08083355]]\n",
      "[[ 0.987499  ]\n",
      " [ 1.08031452]]\n",
      "[[ 0.98780161]\n",
      " [ 1.07991481]]\n",
      "[[ 0.9881382 ]\n",
      " [ 1.07950592]]\n",
      "[[ 0.98839188]\n",
      " [ 1.07902706]]\n",
      "[[ 0.98859525]\n",
      " [ 1.07852685]]\n",
      "[[ 0.98873222]\n",
      " [ 1.07799447]]\n",
      "[[ 0.98880947]\n",
      " [ 1.07748199]]\n",
      "[[ 0.98884302]\n",
      " [ 1.07693195]]\n",
      "[[ 0.98893505]\n",
      " [ 1.07643402]]\n",
      "[[ 0.98920143]\n",
      " [ 1.07599473]]\n",
      "[[ 0.98946011]\n",
      " [ 1.07561874]]\n",
      "[[ 0.98981947]\n",
      " [ 1.07529283]]\n",
      "[[ 0.99009353]\n",
      " [ 1.0748812 ]]\n",
      "[[ 0.99037719]\n",
      " [ 1.07443011]]\n",
      "[[ 0.99061018]\n",
      " [ 1.07393396]]\n",
      "[[ 0.99078381]\n",
      " [ 1.07338834]]\n",
      "[[ 0.99100697]\n",
      " [ 1.07286549]]\n",
      "[[ 0.99130559]\n",
      " [ 1.07246268]]\n",
      "[[ 0.99163884]\n",
      " [ 1.07205069]]\n",
      "[[ 0.99188936]\n",
      " [ 1.07156873]]\n",
      "[[ 0.99208981]\n",
      " [ 1.07106543]]\n",
      "[[ 0.99222392]\n",
      " [ 1.07052994]]\n",
      "[[ 0.99229842]\n",
      " [ 1.07001448]]\n",
      "[[ 0.99232936]\n",
      " [ 1.06946146]]\n",
      "[[ 0.99250263]\n",
      " [ 1.06909478]]\n",
      "[[ 0.9928425 ]\n",
      " [ 1.06877363]]\n",
      "[[ 0.99316746]\n",
      " [ 1.0685041 ]]\n",
      "[[ 0.99358678]\n",
      " [ 1.06827402]]\n",
      "[[ 0.99391472]\n",
      " [ 1.06794834]]\n",
      "[[ 0.99424702]\n",
      " [ 1.06757426]]\n",
      "[[ 0.9945237 ]\n",
      " [ 1.06714714]]\n",
      "[[ 0.99479401]\n",
      " [ 1.06679451]]\n",
      "[[ 0.99510443]\n",
      " [ 1.06644535]]\n",
      "[[ 0.99548185]\n",
      " [ 1.06619906]]\n",
      "[[ 0.99588621]\n",
      " [ 1.06592798]]\n",
      "[[ 0.99620056]\n",
      " [ 1.06557226]]\n",
      "[[ 0.99645847]\n",
      " [ 1.06518245]]\n",
      "[[ 0.9966442 ]\n",
      " [ 1.06474876]]\n",
      "[[ 0.99676502]\n",
      " [ 1.06432498]]\n",
      "[[ 0.99683756]\n",
      " [ 1.0638541 ]]\n",
      "[[ 0.99704868]\n",
      " [ 1.06356168]]\n",
      "[[ 0.99742311]\n",
      " [ 1.06330752]]\n",
      "[[ 0.99777919]\n",
      " [ 1.06309843]]\n",
      "[[ 0.99822688]\n",
      " [ 1.06292272]]\n",
      "[[ 0.99858022]\n",
      " [ 1.06264555]]\n",
      "[[ 0.99893546]\n",
      " [ 1.06231499]]\n",
      "[[ 0.99923283]\n",
      " [ 1.0619266 ]]\n",
      "[[ 0.99952179]\n",
      " [ 1.06160903]]\n",
      "[[ 0.99984914]\n",
      " [ 1.06129122]]\n",
      "[[ 1.0002712 ]\n",
      " [ 1.06113625]]\n",
      "[[ 1.00071597]\n",
      " [ 1.06094718]]\n",
      "[[ 1.00106657]\n",
      " [ 1.06066501]]\n",
      "[[ 1.00135696]\n",
      " [ 1.06034112]]\n",
      "[[ 1.00157189]\n",
      " [ 1.05996668]]\n",
      "[[ 1.00171888]\n",
      " [ 1.05959606]]\n",
      "[[ 1.00181484]\n",
      " [ 1.05917275]]\n",
      "[[ 1.00204742]\n",
      " [ 1.0589236 ]]\n",
      "[[ 1.00244153]\n",
      " [ 1.05870831]]\n",
      "[[ 1.00281549]\n",
      " [ 1.05853426]]\n",
      "[[ 1.00327957]\n",
      " [ 1.05839026]]\n",
      "[[ 1.00364757]\n",
      " [ 1.05814123]]\n",
      "[[ 1.00401604]\n",
      " [ 1.0578357 ]]\n",
      "[[ 1.00432527]\n",
      " [ 1.05746961]]\n",
      "[[ 1.00462496]\n",
      " [ 1.05717218]]\n",
      "[[ 1.00496221]\n",
      " [ 1.05687249]]\n",
      "[[ 1.00539613]\n",
      " [ 1.05689478]]\n",
      "[[ 1.00585163]\n",
      " [ 1.05686533]]\n",
      "[[ 1.00621176]\n",
      " [ 1.05672693]]\n",
      "[[ 1.00651073]\n",
      " [ 1.0565325 ]]\n",
      "[[ 1.0067333 ]\n",
      " [ 1.05627453]]\n",
      "[[ 1.00688696]\n",
      " [ 1.05600882]]\n",
      "[[ 1.006989  ]\n",
      " [ 1.05568004]]\n",
      "[[ 1.0072273 ]\n",
      " [ 1.05551577]]\n",
      "[[ 1.00762713]\n",
      " [ 1.05537701]]\n",
      "[[ 1.00800812]\n",
      " [ 1.0553273 ]]\n",
      "[[ 1.00847876]\n",
      " [ 1.05529523]]\n",
      "[[ 1.0088526 ]\n",
      " [ 1.05514693]]\n",
      "[[ 1.00922644]\n",
      " [ 1.05493212]]\n",
      "[[ 1.00954044]\n",
      " [ 1.0546478 ]]\n",
      "[[ 1.00984442]\n",
      " [ 1.05442393]]\n",
      "[[ 1.01018572]\n",
      " [ 1.05419052]]\n",
      "[[ 1.01059437]\n",
      " [ 1.05420947]]\n",
      "[[ 1.01102734]\n",
      " [ 1.05417693]]\n",
      "[[ 1.01136708]\n",
      " [ 1.05403566]]\n",
      "[[ 1.01164758]\n",
      " [ 1.05383861]]\n",
      "[[ 1.01185334]\n",
      " [ 1.05357826]]\n",
      "[[ 1.01199186]\n",
      " [ 1.05331028]]\n",
      "[[ 1.01208007]\n",
      " [ 1.05297935]]\n",
      "[[ 1.01222217]\n",
      " [ 1.0526787 ]]\n",
      "[[ 1.01243186]\n",
      " [ 1.0524013 ]]\n",
      "[[ 1.01264179]\n",
      " [ 1.0522269 ]]\n",
      "[[ 1.01295924]\n",
      " [ 1.05208254]]\n",
      "[[ 1.0131948 ]\n",
      " [ 1.05183315]]\n",
      "[[ 1.01344442]\n",
      " [ 1.05152714]]\n",
      "[[ 1.01364636]\n",
      " [ 1.05116057]]\n",
      "[[ 1.01384962]\n",
      " [ 1.05086279]]\n",
      "[[ 1.01410055]\n",
      " [ 1.05056274]]\n",
      "[[ 1.0143317 ]\n",
      " [ 1.05042398]]\n",
      "[[ 1.01460528]\n",
      " [ 1.05024934]]\n",
      "[[ 1.01480114]\n",
      " [ 1.04997969]]\n",
      "[[ 1.01495206]\n",
      " [ 1.04966688]]\n",
      "[[ 1.01504087]\n",
      " [ 1.04930198]]\n",
      "[[ 1.01507378]\n",
      " [ 1.04893982]]\n",
      "[[ 1.01506674]\n",
      " [ 1.04852378]]\n",
      "[[ 1.01512349]\n",
      " [ 1.04814649]]\n",
      "[[ 1.01525676]\n",
      " [ 1.04780006]]\n",
      "[[ 1.01539803]\n",
      " [ 1.04756379]]\n",
      "[[ 1.01565742]\n",
      " [ 1.04758894]]\n",
      "[[ 1.01584041]\n",
      " [ 1.04749191]]\n",
      "[[ 1.01604283]\n",
      " [ 1.04732311]]\n",
      "[[ 1.01620221]\n",
      " [ 1.04708004]]\n",
      "[[ 1.01636732]\n",
      " [ 1.04689336]]\n",
      "[[ 1.01658416]\n",
      " [ 1.04669333]]\n",
      "[[ 1.01681435]\n",
      " [ 1.04670763]]\n",
      "[[ 1.01708746]\n",
      " [ 1.04667079]]\n",
      "[[ 1.01732051]\n",
      " [ 1.04673743]]\n",
      "[[ 1.01750469]\n",
      " [ 1.0467273 ]]\n",
      "[[ 1.01762319]\n",
      " [ 1.04663491]]\n",
      "[[ 1.01768267]\n",
      " [ 1.04651821]]\n",
      "[[ 1.01769924]\n",
      " [ 1.04632306]]\n",
      "[[ 1.01777768]\n",
      " [ 1.04614472]]\n",
      "[[ 1.01784229]\n",
      " [ 1.04592752]]\n",
      "[[ 1.01792181]\n",
      " [ 1.0458076 ]]\n",
      "[[ 1.01801014]\n",
      " [ 1.0459336 ]]\n",
      "[[ 1.01803875]\n",
      " [ 1.04592741]]\n",
      "[[ 1.01810253]\n",
      " [ 1.04584038]]\n",
      "[[ 1.01813686]\n",
      " [ 1.04567087]]\n",
      "[[ 1.01818943]\n",
      " [ 1.04555047]]\n",
      "[[ 1.01817727]\n",
      " [ 1.04534054]]\n",
      "[[ 1.01820147]\n",
      " [ 1.0453459 ]]\n",
      "[[ 1.01828957]\n",
      " [ 1.04530096]]\n",
      "[[ 1.01835597]\n",
      " [ 1.04536033]]\n",
      "[[ 1.01838994]\n",
      " [ 1.04534364]]\n",
      "[[ 1.01837289]\n",
      " [ 1.04524541]]\n",
      "[[ 1.01830995]\n",
      " [ 1.04512346]]\n",
      "[[ 1.01821613]\n",
      " [ 1.04492366]]\n",
      "[[ 1.01828134]\n",
      " [ 1.04487598]]\n",
      "[[ 1.01833403]\n",
      " [ 1.04477668]]\n",
      "[[ 1.01840293]\n",
      " [ 1.04476273]]\n",
      "[[ 1.01848185]\n",
      " [ 1.04498351]]\n",
      "[[ 1.01850176]\n",
      " [ 1.04506266]]\n",
      "[[ 1.01855779]\n",
      " [ 1.04505265]]\n",
      "[[ 1.01858509]\n",
      " [ 1.04495263]]\n",
      "[[ 1.01863146]\n",
      " [ 1.0448947 ]]\n",
      "[[ 1.01861334]\n",
      " [ 1.04474115]]\n",
      "[[ 1.01863241]\n",
      " [ 1.04479682]]\n",
      "[[ 1.01871622]\n",
      " [ 1.04479742]]\n",
      "[[ 1.0187788 ]\n",
      " [ 1.04489744]]\n",
      "[[ 1.01880908]\n",
      " [ 1.04491758]]\n",
      "[[ 1.01878846]\n",
      " [ 1.04485261]]\n",
      "[[ 1.01872194]\n",
      " [ 1.04476058]]\n",
      "[[ 1.01862466]\n",
      " [ 1.04458797]]\n",
      "[[ 1.01868773]\n",
      " [ 1.04456449]]\n",
      "[[ 1.01873851]\n",
      " [ 1.044487  ]]\n",
      "[[ 1.01880574]\n",
      " [ 1.0444926 ]]\n",
      "[[ 1.01888323]\n",
      " [ 1.04473054]]\n",
      "[[ 1.01890147]\n",
      " [ 1.04482543]]\n",
      "[[ 1.0189563 ]\n",
      " [ 1.04482961]]\n",
      "[[ 1.01898241]\n",
      " [ 1.04474247]]\n",
      "[[ 1.01902783]\n",
      " [ 1.04469621]]\n",
      "[[ 1.01900852]\n",
      " [ 1.0445534 ]]\n",
      "[[ 1.01902664]\n",
      " [ 1.04461837]]\n",
      "[[ 1.01911008]\n",
      " [ 1.04462731]]\n",
      "[[ 1.01917219]\n",
      " [ 1.04473484]]\n",
      "[[ 1.01920199]\n",
      " [ 1.04476178]]\n",
      "[[ 1.01918054]\n",
      " [ 1.04470313]]\n",
      "[[ 1.01911306]\n",
      " [ 1.04461682]]\n",
      "[[ 1.01901472]\n",
      " [ 1.04444945]]\n",
      "[[ 1.01899076]\n",
      " [ 1.04429603]]\n",
      "[[ 1.01896322]\n",
      " [ 1.0441016 ]]\n",
      "[[ 1.01896012]\n",
      " [ 1.04400182]]\n",
      "[[ 1.0189743 ]\n",
      " [ 1.04414499]]\n",
      "[[ 1.01893532]\n",
      " [ 1.04415464]]\n",
      "[[ 1.0189389 ]\n",
      " [ 1.04408216]]\n",
      "[[ 1.01891863]\n",
      " [ 1.04392624]]\n",
      "[[ 1.01892245]\n",
      " [ 1.04381788]]\n",
      "[[ 1.01886523]\n",
      " [ 1.04361928]]\n",
      "[[ 1.01884949]\n",
      " [ 1.04363394]]\n",
      "[[ 1.0189029]\n",
      " [ 1.0435977]]\n",
      "[[ 1.01893783]\n",
      " [ 1.04366446]]\n",
      "[[ 1.01894295]\n",
      " [ 1.04365468]]\n",
      "[[ 1.01889908]\n",
      " [ 1.04356301]]\n",
      "[[ 1.01881111]\n",
      " [ 1.04344702]]\n",
      "[[ 1.01869404]\n",
      " [ 1.04325306]]\n",
      "[[ 1.01874113]\n",
      " [ 1.04321015]]\n",
      "[[ 1.01877737]\n",
      " [ 1.04311526]]\n",
      "[[ 1.01883197]\n",
      " [ 1.04310501]]\n",
      "[[ 1.01889813]\n",
      " [ 1.04332817]]\n",
      "[[ 1.01890564]\n",
      " [ 1.04340994]]\n",
      "[[ 1.0189513 ]\n",
      " [ 1.04340255]]\n",
      "[[ 1.01896882]\n",
      " [ 1.04330528]]\n",
      "[[ 1.01900673]\n",
      " [ 1.04324973]]\n",
      "[[ 1.01897991]\n",
      " [ 1.04309881]]\n",
      "[[ 1.01899171]\n",
      " [ 1.04315603]]\n",
      "[[ 1.01907027]\n",
      " [ 1.04315817]]\n",
      "[[ 1.01912785]\n",
      " [ 1.04325926]]\n",
      "[[ 1.01915324]\n",
      " [ 1.0432806 ]]\n",
      "[[ 1.01912725]\n",
      " [ 1.04321706]]\n",
      "[[ 1.01905513]\n",
      " [ 1.04312646]]\n",
      "[[ 1.01895213]\n",
      " [ 1.0429554 ]]\n",
      "[[ 1.01901269]\n",
      " [ 1.04293287]]\n",
      "[[ 1.01906109]\n",
      " [ 1.04285645]]\n",
      "[[ 1.01918328]\n",
      " [ 1.04297709]]\n",
      "[[ 1.01931047]\n",
      " [ 1.04331708]]\n",
      "[[ 1.01937258]\n",
      " [ 1.04350436]]\n",
      "[[ 1.01946759]\n",
      " [ 1.04359221]]\n",
      "[[ 1.01952946]\n",
      " [ 1.04358089]]\n",
      "[[ 1.01960742]\n",
      " [ 1.04360271]]\n",
      "[[ 1.01961637]\n",
      " [ 1.04352164]]\n",
      "[[ 1.01966059]\n",
      " [ 1.04364109]]\n",
      "[[ 1.01976871]\n",
      " [ 1.04369938]]\n",
      "[[ 1.01985276]\n",
      " [ 1.04385078]]\n",
      "[[ 1.01990187]\n",
      " [ 1.04391754]]\n",
      "[[ 1.01989698]\n",
      " [ 1.04389513]]\n",
      "[[ 1.01984358]\n",
      " [ 1.04384172]]\n",
      "[[ 1.01975715]\n",
      " [ 1.04370439]]\n",
      "[[ 1.01974511]\n",
      " [ 1.04357815]]\n",
      "[[ 1.01972818]\n",
      " [ 1.04340839]]\n",
      "[[ 1.0197351 ]\n",
      " [ 1.04333043]]\n",
      "[[ 1.01975858]\n",
      " [ 1.04349196]]\n",
      "[[ 1.01972699]\n",
      " [ 1.04351878]]\n",
      "[[ 1.01965344]\n",
      " [ 1.04341912]]\n",
      "[[ 1.01956332]\n",
      " [ 1.04323912]]\n",
      "[[ 1.01950455]\n",
      " [ 1.04310894]]\n",
      "[[ 1.01938999]\n",
      " [ 1.04289126]]\n",
      "[[ 1.01932323]\n",
      " [ 1.04288769]]\n",
      "[[ 1.01933193]\n",
      " [ 1.04283524]]\n",
      "[[ 1.01932645]\n",
      " [ 1.04288685]]\n",
      "[[ 1.01929462]\n",
      " [ 1.04286397]]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[[ 1.01921654]\n",
      " [ 1.04276097]]\n",
      "[[ 1.01909697]\n",
      " [ 1.04263496]]\n",
      "[[ 1.01897943]\n",
      " [ 1.04256892]]\n",
      "[[ 1.01902878]\n",
      " [ 1.04264033]]\n",
      "[[ 1.01906705]\n",
      " [ 1.04264867]]\n",
      "[[ 1.01918101]\n",
      " [ 1.04284477]]\n",
      "[[ 1.01930106]\n",
      " [ 1.04325163]]\n",
      "[[ 1.01935613]\n",
      " [ 1.04349959]]\n",
      "[[ 1.0194453 ]\n",
      " [ 1.04364228]]\n",
      "[[ 1.01950157]\n",
      " [ 1.04368067]]\n",
      "[[ 1.01957476]\n",
      " [ 1.04374707]]\n",
      "[[ 1.0195787 ]\n",
      " [ 1.04370654]]\n",
      "[[ 1.01961887]\n",
      " [ 1.04386175]]\n",
      "[[ 1.01972413]\n",
      " [ 1.04395235]]\n",
      "[[ 1.01980543]\n",
      " [ 1.04413247]]\n",
      "[[ 1.01985168]\n",
      " [ 1.04422545]]\n",
      "[[ 1.0198437 ]\n",
      " [ 1.04422688]]\n",
      "[[ 1.01978683]\n",
      " [ 1.04419506]]\n",
      "[[ 1.01969695]\n",
      " [ 1.04407752]]\n",
      "[[ 1.01968265]\n",
      " [ 1.04396904]]\n",
      "[[ 1.01966345]\n",
      " [ 1.04381549]]\n",
      "[[ 1.01966858]\n",
      " [ 1.04375196]]\n",
      "[[ 1.01969075]\n",
      " [ 1.04392552]]\n",
      "[[ 1.01965725]\n",
      " [ 1.04396367]]\n",
      "[[ 1.01958144]\n",
      " [ 1.04387462]]\n",
      "[[ 1.01948893]\n",
      " [ 1.04370451]]\n",
      "[[ 1.01942837]\n",
      " [ 1.04358315]]\n",
      "[[ 1.01931143]\n",
      " [ 1.0433737 ]]\n",
      "[[ 1.019243  ]\n",
      " [ 1.04337692]]\n",
      "[[ 1.01925099]\n",
      " [ 1.04333067]]\n",
      "[[ 1.01924467]\n",
      " [ 1.04338753]]\n",
      "[[ 1.01921189]\n",
      " [ 1.04336965]]\n",
      "[[ 1.01913238]\n",
      " [ 1.04327142]]\n",
      "[[ 1.01901078]\n",
      " [ 1.04314983]]\n",
      "[[ 1.01886237]\n",
      " [ 1.04295158]]\n",
      "[[ 1.01888585]\n",
      " [ 1.04290354]]\n",
      "[[ 1.01890075]\n",
      " [ 1.0428046 ]]\n",
      "[[ 1.01899457]\n",
      " [ 1.04290354]]\n",
      "[[ 1.01909673]\n",
      " [ 1.04322231]]\n",
      "[[ 1.019135  ]\n",
      " [ 1.04339147]]\n",
      "[[ 1.0192095 ]\n",
      " [ 1.04346359]]\n",
      "[[ 1.0192523 ]\n",
      " [ 1.04343879]]\n",
      "[[ 1.01931369]\n",
      " [ 1.04344809]]\n",
      "[[ 1.01930618]\n",
      " [ 1.04335666]]\n",
      "[[ 1.01933646]\n",
      " [ 1.04346526]]\n",
      "[[ 1.01943362]\n",
      " [ 1.04351413]]\n",
      "[[ 1.01950765]\n",
      " [ 1.04365635]]\n",
      "[[ 1.01954699]\n",
      " [ 1.04371548]]\n",
      "[[ 1.01953208]\n",
      " [ 1.04368675]]\n",
      "[[ 1.01946843]\n",
      " [ 1.04362786]]\n",
      "[[ 1.01937187]\n",
      " [ 1.04348636]]\n",
      "[[ 1.01944292]\n",
      " [ 1.04348898]]\n",
      "[[ 1.01950061]\n",
      " [ 1.04343581]]\n",
      "[[ 1.01957524]\n",
      " [ 1.04346216]]\n",
      "[[ 1.01966012]\n",
      " [ 1.04371548]]\n",
      "[[ 1.01968253]\n",
      " [ 1.04382586]]\n",
      "[[ 1.01965654]\n",
      " [ 1.04380238]]\n",
      "[[ 1.01960874]\n",
      " [ 1.04369164]]\n",
      "[[ 1.01958859]\n",
      " [ 1.04362357]]\n",
      "[[ 1.01950741]\n",
      " [ 1.04346263]]\n",
      "[[ 1.01947153]\n",
      " [ 1.04350853]]\n",
      "[[ 1.01950955]\n",
      " [ 1.04350102]]\n",
      "[[ 1.01953018]\n",
      " [ 1.04359221]]\n",
      "[[ 1.01952136]\n",
      " [ 1.04360557]]\n",
      "[[ 1.01946282]\n",
      " [ 1.04353583]]\n",
      "[[ 1.01935959]\n",
      " [ 1.0434401 ]]\n",
      "[[ 1.01922727]\n",
      " [ 1.04326558]]\n",
      "[[ 1.01926696]\n",
      " [ 1.04323828]]\n",
      "[[ 1.01929641]\n",
      " [ 1.04315817]]\n",
      "[[ 1.01934564]\n",
      " [ 1.0431602 ]]\n",
      "[[ 1.01940775]\n",
      " [ 1.04339123]]\n",
      "[[ 1.01940942]\n",
      " [ 1.04348183]]\n",
      "[[ 1.01945138]\n",
      " [ 1.04348338]]\n",
      "[[ 1.01946461]\n",
      " [ 1.0433954 ]]\n",
      "[[ 1.01949966]\n",
      " [ 1.04334784]]\n",
      "[[ 1.01946771]\n",
      " [ 1.04320538]]\n",
      "[[ 1.01947641]\n",
      " [ 1.04326761]]\n",
      "[[ 1.01955497]\n",
      " [ 1.04327488]]\n",
      "[[ 1.01961195]\n",
      " [ 1.04337931]]\n",
      "[[ 1.01963568]\n",
      " [ 1.04340458]]\n",
      "[[ 1.01960623]\n",
      " [ 1.04334569]]\n",
      "[[ 1.01952899]\n",
      " [ 1.04325974]]\n",
      "[[ 1.01941979]\n",
      " [ 1.04309416]]\n",
      "[[ 1.01948118]\n",
      " [ 1.04307473]]\n",
      "[[ 1.01953006]\n",
      " [ 1.04300189]]\n",
      "[[ 1.01959693]\n",
      " [ 1.04301035]]\n",
      "[[ 1.01967514]\n",
      " [ 1.04324687]]\n",
      "[[ 1.01969087]\n",
      " [ 1.04334247]]\n",
      "[[ 1.01965833]\n",
      " [ 1.04330599]]\n",
      "[[ 1.01960433]\n",
      " [ 1.04318392]]\n",
      "[[ 1.01957893]\n",
      " [ 1.0431056 ]]\n",
      "[[ 1.01949227]\n",
      " [ 1.04293561]]\n",
      "[[ 1.01945198]\n",
      " [ 1.0429728 ]]\n",
      "[[ 1.01948678]\n",
      " [ 1.04295766]]\n",
      "[[ 1.01950431]\n",
      " [ 1.04304171]]\n",
      "[[ 1.01949239]\n",
      " [ 1.04304874]]\n",
      "[[ 1.01943052]\n",
      " [ 1.04297364]]\n",
      "[[ 1.01932371]\n",
      " [ 1.04287314]]\n",
      "[[ 1.01918769]\n",
      " [ 1.04269457]]\n",
      "[[ 1.01922584]\n",
      " [ 1.04266322]]\n",
      "[[ 1.01925385]\n",
      " [ 1.04257965]]\n",
      "[[ 1.01936126]\n",
      " [ 1.04269099]]\n",
      "[[ 1.01947594]\n",
      " [ 1.04301918]]\n",
      "[[ 1.01952434]\n",
      " [ 1.04319775]]\n",
      "[[ 1.01960886]\n",
      " [ 1.04327893]]\n",
      "[[ 1.01966012]\n",
      " [ 1.04326296]]\n",
      "[[ 1.01972961]\n",
      " [ 1.04328001]]\n",
      "[[ 1.01972806]\n",
      " [ 1.0431962 ]]\n",
      "[[ 1.01976454]\n",
      " [ 1.04331028]]\n",
      "[[ 1.01986885]\n",
      " [ 1.04336452]]\n",
      "[[ 1.01994896]\n",
      " [ 1.04351079]]\n",
      "[[ 1.01999319]\n",
      " [ 1.04357398]]\n",
      "[[ 1.01998162]\n",
      " [ 1.04354966]]\n",
      "[[ 1.01991987]\n",
      " [ 1.04349494]]\n",
      "[[ 1.01982415]\n",
      " [ 1.04335785]]\n",
      "[[ 1.01980686]\n",
      " [ 1.04323173]]\n",
      "[[ 1.01978493]\n",
      " [ 1.04306304]]\n",
      "[[ 1.01978827]\n",
      " [ 1.04298496]]\n",
      "[[ 1.01980937]\n",
      " [ 1.04314291]]\n",
      "[[ 1.01977324]\n",
      " [ 1.04316831]]\n",
      "[[ 1.01969337]\n",
      " [ 1.04306912]]\n",
      "[[ 1.01959646]\n",
      " [ 1.04289091]]\n",
      "[[ 1.01953268]\n",
      " [ 1.0427618 ]]\n",
      "[[ 1.01941073]\n",
      " [ 1.04254663]]\n",
      "[[ 1.01933908]\n",
      " [ 1.04254246]]\n",
      "[[ 1.01934648]\n",
      " [ 1.04249024]]\n",
      "[[ 1.0193392 ]\n",
      " [ 1.04254055]]\n",
      "[[ 1.01930463]\n",
      " [ 1.04251754]]\n",
      "[[ 1.01922178]\n",
      " [ 1.04241562]]\n",
      "[[ 1.01909554]\n",
      " [ 1.04229105]]\n",
      "[[ 1.01897156]\n",
      " [ 1.0422256 ]]\n",
      "[[ 1.01902235]\n",
      " [ 1.04229558]]\n",
      "[[ 1.01906168]\n",
      " [ 1.04230344]]\n",
      "[[ 1.0191803 ]\n",
      " [ 1.04249644]]\n",
      "[[ 1.01930535]\n",
      " [ 1.04289722]]\n",
      "[[ 1.01936233]\n",
      " [ 1.04314137]]\n",
      "[[ 1.01945508]\n",
      " [ 1.04328191]]\n",
      "[[ 1.01951349]\n",
      " [ 1.04331958]]\n",
      "[[ 1.01958966]\n",
      " [ 1.04338491]]\n",
      "[[ 1.01959336]\n",
      " [ 1.04334486]]\n",
      "[[ 1.01963496]\n",
      " [ 1.04349768]]\n",
      "[[ 1.01974475]\n",
      " [ 1.04358697]]\n",
      "[[ 1.01982963]\n",
      " [ 1.04376447]]\n",
      "[[ 1.01987779]\n",
      " [ 1.04385602]]\n",
      "[[ 1.01986921]\n",
      " [ 1.04385746]]\n",
      "[[ 1.01980948]\n",
      " [ 1.04382598]]\n",
      "[[ 1.01971519]\n",
      " [ 1.04371011]]\n",
      "[[ 1.01970005]\n",
      " [ 1.04360318]]\n",
      "[[ 1.0196799 ]\n",
      " [ 1.04345179]]\n",
      "[[ 1.01968515]\n",
      " [ 1.04338908]]\n",
      "[[ 1.01970816]\n",
      " [ 1.04356015]]\n",
      "[[ 1.01967311]\n",
      " [ 1.0435977 ]]\n",
      "[[ 1.01959372]\n",
      " [ 1.04350984]]\n",
      "[[ 1.01949692]\n",
      " [ 1.04334211]]\n",
      "[[ 1.0194335 ]\n",
      " [ 1.04322243]]\n",
      "[[ 1.01931107]\n",
      " [ 1.04301596]]\n",
      "[[ 1.01923943]\n",
      " [ 1.04301906]]\n",
      "[[ 1.01924777]\n",
      " [ 1.04297352]]\n",
      "[[ 1.01924109]\n",
      " [ 1.04302955]]\n",
      "[[ 1.01920676]\n",
      " [ 1.0430119 ]]\n",
      "[[ 1.01912344]\n",
      " [ 1.04291499]]\n",
      "[[ 1.01899624]\n",
      " [ 1.04279506]]\n",
      "[[ 1.01884079]\n",
      " [ 1.04259956]]\n",
      "[[ 1.01886535]\n",
      " [ 1.04255223]]\n",
      "[[ 1.01888084]\n",
      " [ 1.04245472]]\n",
      "[[ 1.01897907]\n",
      " [ 1.04255223]]\n",
      "[[ 1.01908588]\n",
      " [ 1.04286659]]\n",
      "[[ 1.01912594]\n",
      " [ 1.04303336]]\n",
      "[[ 1.0192039 ]\n",
      " [ 1.04310441]]\n",
      "[[ 1.0192486 ]\n",
      " [ 1.04307997]]\n",
      "[[ 1.01931274]\n",
      " [ 1.04308915]]\n",
      "[[ 1.01930487]\n",
      " [ 1.04299891]]\n",
      "[[ 1.01933658]\n",
      " [ 1.04310608]]\n",
      "[[ 1.01943827]\n",
      " [ 1.04315436]]\n",
      "[[ 1.01951563]\n",
      " [ 1.04329455]]\n",
      "[[ 1.01955676]\n",
      " [ 1.04335284]]\n",
      "[[ 1.01954114]\n",
      " [ 1.04332447]]\n",
      "[[ 1.01947463]\n",
      " [ 1.04326642]]\n",
      "[[ 1.01937366]\n",
      " [ 1.04312682]]\n",
      "[[ 1.01944792]\n",
      " [ 1.04312944]]\n",
      "[[ 1.01950824]\n",
      " [ 1.04307699]]\n",
      "[[ 1.01958621]\n",
      " [ 1.04310298]]\n",
      "[[ 1.01967502]\n",
      " [ 1.04335284]]\n",
      "[[ 1.0196985 ]\n",
      " [ 1.04346168]]\n",
      "[[ 1.01967132]\n",
      " [ 1.04343843]]\n",
      "[[ 1.01962125]\n",
      " [ 1.04332924]]\n",
      "[[ 1.01960027]\n",
      " [ 1.04326212]]\n",
      "[[ 1.01951528]\n",
      " [ 1.04310334]]\n",
      "[[ 1.01947773]\n",
      " [ 1.04314864]]\n",
      "[[ 1.01951754]\n",
      " [ 1.04314125]]\n",
      "[[ 1.01953912]\n",
      " [ 1.04323125]]\n",
      "[[ 1.01952982]\n",
      " [ 1.04324436]]\n",
      "[[ 1.01946855]\n",
      " [ 1.04317558]]\n",
      "[[ 1.01936066]\n",
      " [ 1.04308105]]\n",
      "[[ 1.01922226]\n",
      " [ 1.04290879]]\n",
      "[[ 1.01926374]\n",
      " [ 1.04288185]]\n",
      "[[ 1.0192945 ]\n",
      " [ 1.04280281]]\n",
      "[[ 1.019346  ]\n",
      " [ 1.04280484]]\n",
      "[[ 1.01941097]\n",
      " [ 1.04303277]]\n",
      "[[ 1.01941276]\n",
      " [ 1.04312205]]\n",
      "[[ 1.01945662]\n",
      " [ 1.0431236 ]]\n",
      "[[ 1.01947045]\n",
      " [ 1.04303682]]\n",
      "[[ 1.01950705]\n",
      " [ 1.04298985]]\n",
      "[[ 1.01947367]\n",
      " [ 1.0428493 ]]\n",
      "[[ 1.01948273]\n",
      " [ 1.0429107 ]]\n",
      "[[ 1.01956487]\n",
      " [ 1.04291785]]\n",
      "[[ 1.01962447]\n",
      " [ 1.04302084]]\n",
      "[[ 1.01964939]\n",
      " [ 1.04304576]]\n",
      "[[ 1.01961863]\n",
      " [ 1.0429877 ]]\n",
      "[[ 1.01953781]\n",
      " [ 1.04290295]]\n",
      "[[ 1.0194236 ]\n",
      " [ 1.04273951]]\n",
      "[[ 1.01948774]\n",
      " [ 1.04272032]]\n",
      "[[ 1.01953888]\n",
      " [ 1.04264843]]\n",
      "[[ 1.01960886]\n",
      " [ 1.04265678]]\n",
      "[[ 1.01969051]\n",
      " [ 1.04289019]]\n",
      "[[ 1.01970696]\n",
      " [ 1.04298449]]\n",
      "[[ 1.01967299]\n",
      " [ 1.04294848]]\n",
      "[[ 1.0196166 ]\n",
      " [ 1.04282808]]\n",
      "[[ 1.01959014]\n",
      " [ 1.04275072]]\n",
      "[[ 1.01949954]\n",
      " [ 1.04258299]]\n",
      "[[ 1.01945734]\n",
      " [ 1.04261971]]\n",
      "[[ 1.0194937 ]\n",
      " [ 1.04260468]]\n",
      "[[ 1.01951206]\n",
      " [ 1.04268765]]\n",
      "[[ 1.01949954]\n",
      " [ 1.04269457]]\n",
      "[[ 1.01943481]\n",
      " [ 1.04262042]]\n",
      "[[ 1.01932323]\n",
      " [ 1.04252124]]\n",
      "[[ 1.01921213]\n",
      " [ 1.04247808]]\n",
      "[[ 1.01927996]\n",
      " [ 1.04256701]]\n",
      "[[ 1.01933432]\n",
      " [ 1.04259253]]\n",
      "[[ 1.01946926]\n",
      " [ 1.04279947]]\n",
      "[[ 1.01960957]\n",
      " [ 1.04321063]]\n",
      "[[ 1.01967847]\n",
      " [ 1.04346526]]\n",
      "[[ 1.01969147]\n",
      " [ 1.04357386]]\n",
      "[[ 1.01967716]\n",
      " [ 1.04358375]]\n",
      "[[ 1.01968873]\n",
      " [ 1.04362369]]\n",
      "[[ 1.0196321 ]\n",
      " [ 1.04356182]]\n",
      "[[ 1.01962066]\n",
      " [ 1.04369318]]\n",
      "[[ 1.01968515]\n",
      " [ 1.04376352]]\n",
      "[[ 1.01972866]\n",
      " [ 1.04392302]]\n",
      "[[ 1.01973879]\n",
      " [ 1.04399908]]\n",
      "[[ 1.01969409]\n",
      " [ 1.04398727]]\n",
      "[[ 1.01960027]\n",
      " [ 1.04394436]]\n",
      "[[ 1.01947391]\n",
      " [ 1.04381895]]\n",
      "[[ 1.01943207]\n",
      " [ 1.04370344]]\n",
      "[[ 1.01938772]\n",
      " [ 1.04354501]]\n",
      "[[ 1.01937199]\n",
      " [ 1.04347515]]\n",
      "[[ 1.01937675]\n",
      " [ 1.04363763]]\n",
      "[[ 1.01932335]\n",
      " [ 1.04366851]]\n",
      "[[ 1.01931834]\n",
      " [ 1.04361784]]\n",
      "[[ 1.01928771]\n",
      " [ 1.04348433]]\n",
      "[[ 1.01928461]\n",
      " [ 1.04339516]]\n",
      "[[ 1.01921439]\n",
      " [ 1.04321706]]\n",
      "[[ 1.01919103]\n",
      " [ 1.043244  ]]\n",
      "[[ 1.01924515]\n",
      " [ 1.04322028]]\n",
      "[[ 1.01927936]\n",
      " [ 1.04329515]]\n",
      "[[ 1.01928079]\n",
      " [ 1.04329503]]\n",
      "[[ 1.01922798]\n",
      " [ 1.04321468]]\n",
      "[[ 1.01912653]\n",
      " [ 1.04311001]]\n",
      "[[ 1.01899302]\n",
      " [ 1.04292905]]\n",
      "[[ 1.01904261]\n",
      " [ 1.04289353]]\n",
      "[[ 1.01908052]\n",
      " [ 1.0428071 ]]\n",
      "[[ 1.01920152]\n",
      " [ 1.04291296]]\n",
      "[[ 1.01932955]\n",
      " [ 1.04323268]]\n",
      "[[ 1.01938677]\n",
      " [ 1.04340541]]\n",
      "[[ 1.01948154]\n",
      " [ 1.04348254]]\n",
      "[[ 1.01954067]\n",
      " [ 1.0434643 ]]\n",
      "[[ 1.01961863]\n",
      " [ 1.04347885]]\n",
      "[[ 1.0196209 ]\n",
      " [ 1.04339433]]\n",
      "[[ 1.01966298]\n",
      " [ 1.04350495]]\n",
      "[[ 1.01977646]\n",
      " [ 1.04355669]]\n",
      "[[ 1.01986396]\n",
      " [ 1.04369926]]\n",
      "[[ 1.01991332]\n",
      " [ 1.04376018]]\n",
      "[[ 1.01990342]\n",
      " [ 1.04373503]]\n",
      "[[ 1.01984024]\n",
      " [ 1.04368007]]\n",
      "[[ 1.01974106]\n",
      " [ 1.04354405]]\n",
      "[[ 1.01972449]\n",
      " [ 1.043419  ]]\n",
      "[[ 1.01970279]\n",
      " [ 1.04325211]]\n",
      "[[ 1.0197078 ]\n",
      " [ 1.04317451]]\n",
      "[[ 1.0197314 ]\n",
      " [ 1.04332936]]\n",
      "[[ 1.01969433]\n",
      " [ 1.0433538 ]]\n",
      "[[ 1.019611  ]\n",
      " [ 1.04325557]]\n",
      "[[ 1.01950955]\n",
      " [ 1.04307961]]\n",
      "[[ 1.01944304]\n",
      " [ 1.04295206]]\n",
      "[[ 1.01931489]\n",
      " [ 1.04273975]]\n",
      "[[ 1.01923978]\n",
      " [ 1.04273534]]\n",
      "[[ 1.01924825]\n",
      " [ 1.0426836 ]]\n",
      "[[ 1.01924109]\n",
      " [ 1.04273295]]\n",
      "[[ 1.01920497]\n",
      " [ 1.04271007]]\n",
      "[[ 1.01911783]\n",
      " [ 1.04260945]]\n",
      "[[ 1.01898479]\n",
      " [ 1.04248655]]\n",
      "[[ 1.01885414]\n",
      " [ 1.04242194]]\n",
      "[[ 1.01890814]\n",
      " [ 1.04249072]]\n",
      "[[ 1.01894999]\n",
      " [ 1.04249835]]\n",
      "[[ 1.01907551]\n",
      " [ 1.04268825]]\n",
      "[[ 1.01920784]\n",
      " [ 1.04308295]]\n",
      "[[ 1.01926827]\n",
      " [ 1.0433234 ]]\n",
      "[[ 1.0193665 ]\n",
      " [ 1.04346168]]\n",
      "[[ 1.01942837]\n",
      " [ 1.04349875]]\n",
      "[[ 1.01950908]\n",
      " [ 1.04356301]]\n",
      "[[ 1.01951313]\n",
      " [ 1.04352355]]\n",
      "[[ 1.01955724]\n",
      " [ 1.04367411]]\n",
      "[[ 1.01967335]\n",
      " [ 1.04376197]]\n",
      "[[ 1.01976311]\n",
      " [ 1.04393673]]\n",
      "[[ 1.01981413]\n",
      " [ 1.04402685]]\n",
      "[[ 1.01980507]\n",
      " [ 1.04402816]]\n",
      "[[ 1.01974213]\n",
      " [ 1.04399717]]\n",
      "[[ 1.01964259]\n",
      " [ 1.04388297]]\n",
      "[[ 1.01962662]\n",
      " [ 1.04377759]]\n",
      "[[ 1.0196054 ]\n",
      " [ 1.04362845]]\n",
      "[[ 1.019611 ]\n",
      " [ 1.0435667]]\n",
      "[[ 1.01963544]\n",
      " [ 1.04373527]]\n",
      "[[ 1.01959836]\n",
      " [ 1.04377222]]\n",
      "[[ 1.01951456]\n",
      " [ 1.04368567]]\n",
      "[[ 1.01941228]\n",
      " [ 1.04352033]]\n",
      "[[ 1.0193454 ]\n",
      " [ 1.04340231]]\n",
      "[[ 1.01921618]\n",
      " [ 1.04319882]]\n",
      "[[ 1.0191406]\n",
      " [ 1.0432018]]\n",
      "[[ 1.01914942]\n",
      " [ 1.04315686]]\n",
      "[[ 1.01914239]\n",
      " [ 1.04321206]]\n",
      "[[ 1.01910615]\n",
      " [ 1.04319465]]\n",
      "[[ 1.01901817]\n",
      " [ 1.04309916]]\n",
      "[[ 1.01888382]\n",
      " [ 1.04298103]]\n",
      "[[ 1.01871967]\n",
      " [ 1.04278839]]\n",
      "[[ 1.01874554]\n",
      " [ 1.04274178]]\n",
      "[[ 1.01876199]\n",
      " [ 1.04264557]]\n",
      "[[ 1.0188657 ]\n",
      " [ 1.04274166]]\n",
      "[[ 1.01897848]\n",
      " [ 1.04305148]]\n",
      "[[ 1.0190208 ]\n",
      " [ 1.04321587]]\n",
      "[[ 1.01910305]\n",
      " [ 1.04328597]]\n",
      "[[ 1.01915026]\n",
      " [ 1.04326189]]\n",
      "[[ 1.01921809]\n",
      " [ 1.04327095]]\n",
      "[[ 1.01920974]\n",
      " [ 1.04318202]]\n",
      "[[ 1.01924324]\n",
      " [ 1.04328763]]\n",
      "[[ 1.01935053]\n",
      " [ 1.0433352 ]]\n",
      "[[ 1.01943219]\n",
      " [ 1.04347348]]\n",
      "[[ 1.01947558]\n",
      " [ 1.04353094]]\n",
      "[[ 1.01945913]\n",
      " [ 1.04350305]]\n",
      "[[ 1.01938891]\n",
      " [ 1.04344583]]\n",
      "[[ 1.01928234]\n",
      " [ 1.04330826]]\n",
      "[[ 1.01936078]\n",
      " [ 1.04331088]]\n",
      "[[ 1.01942444]\n",
      " [ 1.04325914]]\n",
      "[[ 1.01950681]\n",
      " [ 1.04328477]]\n",
      "[[ 1.01960051]\n",
      " [ 1.04353106]]\n",
      "[[ 1.01962531]\n",
      " [ 1.04363835]]\n",
      "[[ 1.01959658]\n",
      " [ 1.04361546]]\n",
      "[[ 1.01954377]\n",
      " [ 1.04350781]]\n",
      "[[ 1.01952159]\n",
      " [ 1.04344165]]\n",
      "[[ 1.01943195]\n",
      " [ 1.04328513]]\n",
      "[[ 1.01939237]\n",
      " [ 1.04332972]]\n",
      "[[ 1.01943433]\n",
      " [ 1.04332244]]\n",
      "[[ 1.0194571 ]\n",
      " [ 1.04341114]]\n",
      "[[ 1.01944733]\n",
      " [ 1.04342413]]\n",
      "[[ 1.01938272]\n",
      " [ 1.0433563 ]]\n",
      "[[ 1.01926875]\n",
      " [ 1.04326308]]\n",
      "[[ 1.0191226]\n",
      " [ 1.0430932]]\n",
      "[[ 1.01916635]\n",
      " [ 1.04306662]]\n",
      "[[ 1.01919878]\n",
      " [ 1.04298878]]\n",
      "[[ 1.01925313]\n",
      " [ 1.0429908 ]]\n",
      "[[ 1.01932168]\n",
      " [ 1.04321563]]\n",
      "[[ 1.01932359]\n",
      " [ 1.04330373]]\n",
      "[[ 1.01936996]\n",
      " [ 1.04330528]]\n",
      "[[ 1.0193845 ]\n",
      " [ 1.04321969]]\n",
      "[[ 1.01942313]\n",
      " [ 1.04317331]]\n",
      "[[ 1.01938784]\n",
      " [ 1.04303467]]\n",
      "[[ 1.0193975 ]\n",
      " [ 1.04309523]]\n",
      "[[ 1.01948416]\n",
      " [ 1.04310238]]\n",
      "[[ 1.0195471 ]\n",
      " [ 1.04320407]]\n",
      "[[ 1.01957333]\n",
      " [ 1.04322863]]\n",
      "[[ 1.01954079]\n",
      " [ 1.04317129]]\n",
      "[[ 1.01945555]\n",
      " [ 1.0430876 ]]\n",
      "[[ 1.01933503]\n",
      " [ 1.04292643]]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[[ 1.01940274]\n",
      " [ 1.04290748]]\n",
      "[[ 1.01945662]\n",
      " [ 1.04283655]]\n",
      "[[ 1.01953042]\n",
      " [ 1.04284477]]\n",
      "[[ 1.0196166 ]\n",
      " [ 1.04307497]]\n",
      "[[ 1.01963401]\n",
      " [ 1.04316807]]\n",
      "[[ 1.01959813]\n",
      " [ 1.04313254]]\n",
      "[[ 1.01953864]\n",
      " [ 1.04301369]]\n",
      "[[ 1.01951063]\n",
      " [ 1.0429374 ]]\n",
      "[[ 1.01941502]\n",
      " [ 1.04277194]]\n",
      "[[ 1.01937056]\n",
      " [ 1.04280818]]\n",
      "[[ 1.01940894]\n",
      " [ 1.04279339]]\n",
      "[[ 1.01942825]\n",
      " [ 1.04287517]]\n",
      "[[ 1.01941514]\n",
      " [ 1.04288208]]\n",
      "[[ 1.01934695]\n",
      " [ 1.04280889]]\n"
     ]
    }
   ],
   "source": [
    "import tensorflow as tf\n",
    "from numpy.random import RandomState\n",
    "\n",
    "batch_size=8\n",
    "\n",
    "x=tf.placeholder(tf.float32,shape=(None,2),name='x-input')\n",
    "\n",
    "y_=tf.placeholder(tf.float32,shape=(None,1),name='y-input')\n",
    "\n",
    "#define forward\n",
    "w1=tf.Variable(tf.random_normal([2,1],stddev=1,seed=1))\n",
    "y=tf.matmul(x,w1)\n",
    "\n",
    "loss_less=10\n",
    "loss_more=1\n",
    "\n",
    "loss=tf.reduce_sum(tf.where(tf.greater(y,y_),(y-y_)*loss_more,(y_-y)*loss_less))\n",
    "\n",
    "train_step=tf.train.AdamOptimizer(0.001).minimize(loss)\n",
    "\n",
    "\n",
    "rdm=RandomState(1)\n",
    "dataset_size=128\n",
    "X=rdm.rand(dataset_size,2)\n",
    "\n",
    "\n",
    "Y=[[x1+x2+rdm.rand()/10.0-0.05] for (x1,x2) in X]\n",
    "#train the net\n",
    "with tf.Session() as sess:\n",
    "    init_op=tf.global_variables_initializer()\n",
    "    sess.run(init_op)\n",
    "    STEPS=5000\n",
    "    for i in range(STEPS):\n",
    "        start=(i*batch_size)%dataset_size\n",
    "        end=min(start+batch_size,dataset_size)\n",
    "        \n",
    "        sess.run(train_step,feed_dict={x:X[start:end],y_:Y[start:end]})\n",
    "        print(sess.run(w1))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "batch_size=n\n",
    "\n",
    "x=tf.placeholder(tf.float32,shape=(batch_size,2),name='x-input')\n",
    "y_=tf.placeholder(tf.float32,shape=(batch_size,1),name='y-input')\n",
    "\n",
    "#define loss\n",
    "loss=...\n",
    "train_step=tf.train.AdamOptimizer(0.001).minimize(loss)\n",
    "\n",
    "#train the net\n",
    "with tf.Session() as sess:\n",
    "    #parament initialize\n",
    "    ...\n",
    "    for i in range(STEPS):\n",
    "        currnet_X,current_Y=...\n",
    "        sess.run(train_step,feed_dict={x:current_X,y_:current_Y})\n",
    "        "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "#decay\n",
    "decayed_learning_rate=learning_rate*decay_rate^(global_step/decay_steps)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "#one way to solve overfiting\n",
    "import tensorflow as tf\n",
    "\n",
    "#get one layer'e weight\n",
    "def get_weight(shape,lambda):\n",
    "    var=tf.Variable(tf.random_normal(shape),dtype=tf.float32)\n",
    "    tf.add_to_collection('loss',tf.contrib.layer.l2_regularizer(lambda)(var))\n",
    "    return var\n",
    "\n",
    "x=tf.placeholder(tf.float32,shape=(None,2))\n",
    "y_=tf.placeholder(tf.float32,shape=(None,1))\n",
    "batch_size=8\n",
    "\n",
    "#define node in each layer\n",
    "layer_dimension=[2,10,10,10,1]\n",
    "#deine the layers\n",
    "in_dimension=layer_dimension[0]\n",
    "\n",
    "#create 5 layers\n",
    "for i in range(1,n_layers):\n",
    "    out_dimension=layer_dimension[i]\n",
    "    \n",
    "    weight=get_weight([in_dimension,out_dimension],0.001)\n",
    "    bias=tf.Variable(tf.constant(0.1,shape=[out_dimension]))\n",
    "    \n",
    "    #use relu\n",
    "    cur_layer=tf.nn.relu(tf.matmul(cur_layer,weight)+bias)\n",
    "    #update node\n",
    "    in_dimension=layer_dimension[i]\n",
    "    \n",
    "mse_loss=tf.reduce_mean(tf.square(y_-cur_layer))\n",
    "\n",
    "tf.add_to_collection('losses',mse_loss)\n",
    "\n",
    "#return a list\n",
    "\n",
    "loss=tf.add_n(tf.get_collection('losses'))\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "ename": "SyntaxError",
     "evalue": "invalid syntax (<ipython-input-5-b966a759e84b>, line 17)",
     "output_type": "error",
     "traceback": [
      "\u001b[0;36m  File \u001b[0;32m\"<ipython-input-5-b966a759e84b>\"\u001b[0;36m, line \u001b[0;32m17\u001b[0m\n\u001b[0;31m    sess.run(tf.assign(v1,5))\u001b[0m\n\u001b[0m       ^\u001b[0m\n\u001b[0;31mSyntaxError\u001b[0m\u001b[0;31m:\u001b[0m invalid syntax\n"
     ]
    }
   ],
   "source": [
    "# an example about ExpoentialMovingAverage\n",
    "import tensorflow as tf\n",
    "v1=tf.Variable(0,dtype=tf.float32)\n",
    "step=tf.Variable(0,trainable=False)\n",
    "\n",
    "#define a class\n",
    "ema=tf.train.ExponentialMovingAverage(0.99,step)\n",
    "\n",
    "maintain_average_op=ema.apply([v1])\n",
    "\n",
    "with tf.Session() as sess:\n",
    "    init_op=tf.global_variables_initializer()\n",
    "    sess.run(init_op)\n",
    "    \n",
    "    print(sess.run([v1,ema.average(v1)])\n",
    "    \n",
    "    sess.run(tf.assign(v1,5))\n",
    "    \n",
    "    sess.run(maintain_average_op)\n",
    "    print(sess.run([v1,ema.average(v1)]))\n",
    "    \n",
    "    sess.run(tf.assign(step,10000))\n",
    "    sess.run(tf.assign(v1,10))\n",
    "    \n",
    "    sess.run(maintain_averages_op)\n",
    "    \n",
    "    print(sess.run([v1,ema.average(v1)]))\n",
    "    \n",
    "    sess.run(maintain_averages_op)\n",
    "    print(sess.run([v1,ema.average(v1)]))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 2",
   "language": "python",
   "name": "python2"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 2
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython2",
   "version": "2.7.14"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}