recursive_seq2seq.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Recursive Style Seq2Seq Network"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "\n",
    "import tensorflow as tf\n",
    "from tensorflow.contrib.rnn import LSTMCell"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "NUM_INPUT_UNITS = 1\n",
    "NUM_STATE_INPUT_UNITS = 11\n",
    "NUM_HIDDEN_UNITS = 7\n",
    "MAX_OUPUT_LEN = 3\n",
    "MAX_RESCURISVE_DEPTH = 3\n",
    "NUM_OUTPUTS = 2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 131,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "tf.reset_default_graph()\n",
    "inp_hidden = tf.placeholder(tf.float32, shape=(None, NUM_HIDDEN_UNITS))\n",
    "inp_cell = tf.placeholder(tf.float32, shape=(None, NUM_HIDDEN_UNITS))\n",
    "inp_states = (inp_hidden, inp_cell)\n",
    "\n",
    "start_sentinel = tf.one_hot(\n",
    "    tf.zeros(shape=(tf.shape(inp_hidden)[0],), dtype=tf.int32),\n",
    "    NUM_OUTPUTS+1, dtype=tf.float32\n",
    ")\n",
    "rec_accum = tf.zeros_like(inp_hidden[:, 0])\n",
    "rec_count = tf.cast(tf.zeros_like(inp_hidden[:, 0]), tf.int32)\n",
    "\n",
    "cell = LSTMCell(NUM_HIDDEN_UNITS)\n",
    "test_init = cell(start_sentinel, inp_states)\n",
    "\n",
    "def network(prev_output, states):\n",
    "\n",
    "    output, states = cell(prev_output, states)\n",
    "    \n",
    "    action_probs = tf.layers.dense(output, NUM_OUTPUTS, activation=tf.nn.softmax)\n",
    "    \n",
    "    return action_probs, output, states        \n",
    "\n",
    "def cond(index, input_ta, output_ta, *states):\n",
    "        return index <= MAX_OUPUT_LEN\n",
    "    \n",
    "def step(index, prev_out, output_ta, *states):\n",
    "    \n",
    "    # Get the current input\n",
    "#     prev_out = input_ta.read(index)\n",
    "\n",
    "    # Call the lstm cell\n",
    "    action_probs, output, state_tuple = network(prev_out, states)\n",
    "    states = state_tuple.h, state_tuple.c\n",
    "\n",
    "    # out probs\n",
    "    action_max = tf.argmax(action_probs, axis=1)\n",
    "\n",
    "    # write the out actions one hot encoded to the next index\n",
    "#     input_ta = input_ta.write(index+1, tf.one_hot(action_max, depth=NUM_OUTPUTS+1))\n",
    "    action_max_one_hot = tf.one_hot(action_max, depth=NUM_OUTPUTS+1)\n",
    "\n",
    "    # write the current action_prob output\n",
    "    output_ta = output_ta.write(index, action_probs)\n",
    "\n",
    "#     return (index+1, input_ta, output_ta) + tuple(states)\n",
    "    return (index+1, action_max_one_hot, output_ta) + tuple(states)\n",
    "\n",
    "def recursive_func(inp_hidden, inp_state, rec_accum, rec_count, output_ta_list=[]):\n",
    "    \"\"\"\n",
    "    Takes in the input to a decoder, \n",
    "    \"\"\"\n",
    "    # Instantiate an index\n",
    "    index = tf.constant(0, dtype=tf.int32)\n",
    "    \n",
    "    # Create an internal input_ta\n",
    "#     input_ta = tf.TensorArray(tf.float32, size=MAX_OUPUT_LEN, dynamic_size=True, clear_after_read=False)\n",
    "#     input_ta = input_ta.write(0, start_sentinel)\n",
    "    \n",
    "    # Create an internal output_ta\n",
    "    output_ta = tf.TensorArray(tf.float32, size=MAX_RESCURISVE_DEPTH, dynamic_size=True)\n",
    "    \n",
    "    # while loop\n",
    "    \n",
    "    final_index, final_action, output_ta_final, _, _ = tf.while_loop(\n",
    "        cond,\n",
    "        step,\n",
    "        loop_vars=[index, start_sentinel, output_ta, inp_hidden, inp_state]\n",
    "    )\n",
    "    \n",
    "    output_ta_list.append(output_ta_final)\n",
    "    \n",
    "#     if rec_count <= 0:\n",
    "#         return\n",
    "    \n",
    "    def true_fn():\n",
    "        return recursive_func(inp_hidden, inp_state, rec_accum, rec_count - 1, output_ta_list=output_ta_list)\n",
    "    \n",
    "    def false_fn():\n",
    "        return []\n",
    "    \n",
    "    tf.cond(\n",
    "        tf.greater(rec_count, 0),\n",
    "        true_fn=true_fn,\n",
    "        false_fn=false_fn\n",
    "    )\n",
    "    \n",
    "#     recursive_func(inp_hidden, inp_state, rec_accum, rec_count - 1, output_ta_list=output_ta_list)\n",
    "    \n",
    "    return final_index, final_action, output_ta_final\n",
    "#     return res[0], res[1], res[2]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 132,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "recursive count is 2\n",
      "recursive count is 1\n",
      "recursive count is 0\n",
      "recursive count is -1\n",
      "recursive count is -2\n",
      "recursive count is -3\n",
      "recursive count is -4\n",
      "recursive count is -5\n",
      "recursive count is -6\n",
      "recursive count is -7\n",
      "recursive count is -8\n",
      "recursive count is -9\n",
      "recursive count is -10\n",
      "recursive count is -11\n",
      "recursive count is -12\n",
      "recursive count is -13\n",
      "recursive count is -14\n",
      "recursive count is -15\n",
      "recursive count is -16\n",
      "recursive count is -17\n",
      "recursive count is -18\n",
      "recursive count is -19\n",
      "recursive count is -20\n",
      "recursive count is -21\n",
      "recursive count is -22\n",
      "recursive count is -23\n",
      "recursive count is -24\n",
      "recursive count is -25\n",
      "recursive count is -26\n",
      "recursive count is -27\n",
      "recursive count is -28\n",
      "recursive count is -29\n",
      "recursive count is -30\n",
      "recursive count is -31\n",
      "recursive count is -32\n",
      "recursive count is -33\n",
      "recursive count is -34\n",
      "recursive count is -35\n",
      "recursive count is -36\n",
      "recursive count is -37\n",
      "recursive count is -38\n",
      "recursive count is -39\n",
      "recursive count is -40\n",
      "recursive count is -41\n",
      "recursive count is -42\n",
      "recursive count is -43\n",
      "recursive count is -44\n",
      "recursive count is -45\n",
      "recursive count is -46\n",
      "recursive count is -47\n",
      "recursive count is -48\n",
      "recursive count is -49\n",
      "recursive count is -50\n",
      "recursive count is -51\n",
      "recursive count is -52\n",
      "recursive count is -53\n",
      "recursive count is -54\n",
      "recursive count is -55\n",
      "recursive count is -56\n",
      "recursive count is -57\n",
      "recursive count is -58\n",
      "recursive count is -59\n",
      "recursive count is -60\n",
      "recursive count is -61\n",
      "recursive count is -62\n",
      "recursive count is -63\n",
      "recursive count is -64\n",
      "recursive count is -65\n",
      "recursive count is -66\n",
      "recursive count is -67\n",
      "recursive count is -68\n",
      "recursive count is -69\n",
      "recursive count is -70\n"
     ]
    },
    {
     "ename": "KeyboardInterrupt",
     "evalue": "",
     "output_type": "error",
     "traceback": [
      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[0;31mKeyboardInterrupt\u001b[0m                         Traceback (most recent call last)",
      "\u001b[0;32m<ipython-input-132-a3af0fa9e173>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[1;32m      1\u001b[0m \u001b[0moutput_list\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----> 2\u001b[0;31m \u001b[0mfinal_index\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfinal_action\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0moutput_ta_final\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mrecursive_func\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minp_hidden\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0minp_cell\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m2\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0moutput_ta_list\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0moutput_list\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
      "\u001b[0;32m<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mrecursive_func\u001b[0;34m(inp_hidden, inp_state, rec_accum, rec_count, output_ta_list)\u001b[0m\n\u001b[1;32m     85\u001b[0m         \u001b[0mtf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgreater\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mrec_count\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     86\u001b[0m         \u001b[0mtrue_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 87\u001b[0;31m         \u001b[0mfalse_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mfalse_fn\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     88\u001b[0m     )\n\u001b[1;32m     89\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/util/deprecation.pyc\u001b[0m in \u001b[0;36mnew_func\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m    314\u001b[0m                 \u001b[0;34m'in a future version'\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mdate\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m \u001b[0;32melse\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0;34m'after %s'\u001b[0m \u001b[0;34m%\u001b[0m \u001b[0mdate\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    315\u001b[0m                 instructions)\n\u001b[0;32m--> 316\u001b[0;31m       \u001b[0;32mreturn\u001b[0m \u001b[0mfunc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    317\u001b[0m     return tf_decorator.make_decorator(func, new_func, 'deprecated',\n\u001b[1;32m    318\u001b[0m                                        _add_deprecated_arg_notice_to_docstring(\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mcond\u001b[0;34m(pred, true_fn, false_fn, strict, name, fn1, fn2)\u001b[0m\n\u001b[1;32m   1853\u001b[0m     \u001b[0mcontext_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mCondContext\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpred\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mpivot_1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mbranch\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1854\u001b[0m     \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mEnter\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1855\u001b[0;31m     \u001b[0morig_res_t\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mres_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1856\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0morig_res_t\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1857\u001b[0m       \u001b[0;32mraise\u001b[0m \u001b[0mValueError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"true_fn must have a return value.\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mBuildCondBranch\u001b[0;34m(self, fn)\u001b[0m\n\u001b[1;32m   1723\u001b[0m   \u001b[0;32mdef\u001b[0m \u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1724\u001b[0m     \u001b[0;34m\"\"\"Add the subgraph defined by fn() to the graph.\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1725\u001b[0;31m     \u001b[0moriginal_result\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfn\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   1726\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0moriginal_result\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1727\u001b[0m       \u001b[0;32mreturn\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mtrue_fn\u001b[0;34m()\u001b[0m\n\u001b[1;32m     77\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     78\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mtrue_fn\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---> 79\u001b[0;31m         \u001b[0;32mreturn\u001b[0m \u001b[0mrecursive_func\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minp_hidden\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0minp_state\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_accum\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_count\u001b[0m \u001b[0;34m-\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0moutput_ta_list\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0moutput_ta_list\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     80\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     81\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mfalse_fn\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<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mrecursive_func\u001b[0;34m(inp_hidden, inp_state, rec_accum, rec_count, output_ta_list)\u001b[0m\n\u001b[1;32m     85\u001b[0m         \u001b[0mtf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgreater\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mrec_count\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     86\u001b[0m         \u001b[0mtrue_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 87\u001b[0;31m         \u001b[0mfalse_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mfalse_fn\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     88\u001b[0m     )\n\u001b[1;32m     89\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/util/deprecation.pyc\u001b[0m in \u001b[0;36mnew_func\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m    314\u001b[0m                 \u001b[0;34m'in a future version'\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mdate\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m \u001b[0;32melse\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0;34m'after %s'\u001b[0m \u001b[0;34m%\u001b[0m \u001b[0mdate\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    315\u001b[0m                 instructions)\n\u001b[0;32m--> 316\u001b[0;31m       \u001b[0;32mreturn\u001b[0m \u001b[0mfunc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    317\u001b[0m     return tf_decorator.make_decorator(func, new_func, 'deprecated',\n\u001b[1;32m    318\u001b[0m                                        _add_deprecated_arg_notice_to_docstring(\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mcond\u001b[0;34m(pred, true_fn, false_fn, strict, name, fn1, fn2)\u001b[0m\n\u001b[1;32m   1853\u001b[0m     \u001b[0mcontext_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mCondContext\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpred\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mpivot_1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mbranch\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1854\u001b[0m     \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mEnter\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1855\u001b[0;31m     \u001b[0morig_res_t\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mres_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1856\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0morig_res_t\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1857\u001b[0m       \u001b[0;32mraise\u001b[0m \u001b[0mValueError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"true_fn must have a return value.\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mBuildCondBranch\u001b[0;34m(self, fn)\u001b[0m\n\u001b[1;32m   1723\u001b[0m   \u001b[0;32mdef\u001b[0m \u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1724\u001b[0m     \u001b[0;34m\"\"\"Add the subgraph defined by fn() to the graph.\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1725\u001b[0;31m     \u001b[0moriginal_result\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfn\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   1726\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0moriginal_result\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1727\u001b[0m       \u001b[0;32mreturn\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mtrue_fn\u001b[0;34m()\u001b[0m\n\u001b[1;32m     77\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     78\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mtrue_fn\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---> 79\u001b[0;31m         \u001b[0;32mreturn\u001b[0m \u001b[0mrecursive_func\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minp_hidden\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0minp_state\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_accum\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_count\u001b[0m \u001b[0;34m-\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0moutput_ta_list\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0moutput_ta_list\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     80\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     81\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mfalse_fn\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<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mrecursive_func\u001b[0;34m(inp_hidden, inp_state, rec_accum, rec_count, output_ta_list)\u001b[0m\n\u001b[1;32m     85\u001b[0m         \u001b[0mtf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgreater\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mrec_count\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     86\u001b[0m         \u001b[0mtrue_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 87\u001b[0;31m         \u001b[0mfalse_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mfalse_fn\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     88\u001b[0m     )\n\u001b[1;32m     89\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/util/deprecation.pyc\u001b[0m in \u001b[0;36mnew_func\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m    314\u001b[0m                 \u001b[0;34m'in a future version'\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mdate\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m \u001b[0;32melse\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0;34m'after %s'\u001b[0m \u001b[0;34m%\u001b[0m \u001b[0mdate\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    315\u001b[0m                 instructions)\n\u001b[0;32m--> 316\u001b[0;31m       \u001b[0;32mreturn\u001b[0m \u001b[0mfunc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    317\u001b[0m     return tf_decorator.make_decorator(func, new_func, 'deprecated',\n\u001b[1;32m    318\u001b[0m                                        _add_deprecated_arg_notice_to_docstring(\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mcond\u001b[0;34m(pred, true_fn, false_fn, strict, name, fn1, fn2)\u001b[0m\n\u001b[1;32m   1853\u001b[0m     \u001b[0mcontext_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mCondContext\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpred\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mpivot_1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mbranch\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1854\u001b[0m     \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mEnter\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1855\u001b[0;31m     \u001b[0morig_res_t\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mres_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1856\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0morig_res_t\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1857\u001b[0m       \u001b[0;32mraise\u001b[0m \u001b[0mValueError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"true_fn must have a return value.\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mBuildCondBranch\u001b[0;34m(self, fn)\u001b[0m\n\u001b[1;32m   1723\u001b[0m   \u001b[0;32mdef\u001b[0m \u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1724\u001b[0m     \u001b[0;34m\"\"\"Add the subgraph defined by fn() to the graph.\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1725\u001b[0;31m     \u001b[0moriginal_result\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfn\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   1726\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0moriginal_result\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1727\u001b[0m       \u001b[0;32mreturn\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mtrue_fn\u001b[0;34m()\u001b[0m\n\u001b[1;32m     77\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     78\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mtrue_fn\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---> 79\u001b[0;31m         \u001b[0;32mreturn\u001b[0m \u001b[0mrecursive_func\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minp_hidden\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0minp_state\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_accum\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_count\u001b[0m \u001b[0;34m-\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0moutput_ta_list\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0moutput_ta_list\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     80\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     81\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mfalse_fn\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<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mrecursive_func\u001b[0;34m(inp_hidden, inp_state, rec_accum, rec_count, output_ta_list)\u001b[0m\n\u001b[1;32m     85\u001b[0m         \u001b[0mtf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgreater\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mrec_count\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     86\u001b[0m         \u001b[0mtrue_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 87\u001b[0;31m         \u001b[0mfalse_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mfalse_fn\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     88\u001b[0m     )\n\u001b[1;32m     89\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/util/deprecation.pyc\u001b[0m in \u001b[0;36mnew_func\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m    314\u001b[0m                 \u001b[0;34m'in a future version'\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mdate\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m \u001b[0;32melse\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0;34m'after %s'\u001b[0m \u001b[0;34m%\u001b[0m \u001b[0mdate\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    315\u001b[0m                 instructions)\n\u001b[0;32m--> 316\u001b[0;31m       \u001b[0;32mreturn\u001b[0m \u001b[0mfunc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    317\u001b[0m     return tf_decorator.make_decorator(func, new_func, 'deprecated',\n\u001b[1;32m    318\u001b[0m                                        _add_deprecated_arg_notice_to_docstring(\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mcond\u001b[0;34m(pred, true_fn, false_fn, strict, name, fn1, fn2)\u001b[0m\n\u001b[1;32m   1853\u001b[0m     \u001b[0mcontext_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mCondContext\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpred\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mpivot_1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mbranch\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1854\u001b[0m     \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mEnter\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1855\u001b[0;31m     \u001b[0morig_res_t\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mres_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1856\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0morig_res_t\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1857\u001b[0m       \u001b[0;32mraise\u001b[0m \u001b[0mValueError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"true_fn must have a return value.\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mBuildCondBranch\u001b[0;34m(self, fn)\u001b[0m\n\u001b[1;32m   1723\u001b[0m   \u001b[0;32mdef\u001b[0m \u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1724\u001b[0m     \u001b[0;34m\"\"\"Add the subgraph defined by fn() to the graph.\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1725\u001b[0;31m     \u001b[0moriginal_result\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfn\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   1726\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0moriginal_result\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1727\u001b[0m       \u001b[0;32mreturn\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mtrue_fn\u001b[0;34m()\u001b[0m\n\u001b[1;32m     77\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     78\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mtrue_fn\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---> 79\u001b[0;31m         \u001b[0;32mreturn\u001b[0m \u001b[0mrecursive_func\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minp_hidden\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0minp_state\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_accum\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_count\u001b[0m \u001b[0;34m-\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0moutput_ta_list\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0moutput_ta_list\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     80\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     81\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mfalse_fn\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<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mrecursive_func\u001b[0;34m(inp_hidden, inp_state, rec_accum, rec_count, output_ta_list)\u001b[0m\n\u001b[1;32m     85\u001b[0m         \u001b[0mtf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgreater\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mrec_count\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     86\u001b[0m         \u001b[0mtrue_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 87\u001b[0;31m         \u001b[0mfalse_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mfalse_fn\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     88\u001b[0m     )\n\u001b[1;32m     89\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/util/deprecation.pyc\u001b[0m in \u001b[0;36mnew_func\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m    314\u001b[0m                 \u001b[0;34m'in a future version'\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mdate\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m \u001b[0;32melse\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0;34m'after %s'\u001b[0m \u001b[0;34m%\u001b[0m \u001b[0mdate\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    315\u001b[0m                 instructions)\n\u001b[0;32m--> 316\u001b[0;31m       \u001b[0;32mreturn\u001b[0m \u001b[0mfunc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    317\u001b[0m     return tf_decorator.make_decorator(func, new_func, 'deprecated',\n\u001b[1;32m    318\u001b[0m                                        _add_deprecated_arg_notice_to_docstring(\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mcond\u001b[0;34m(pred, true_fn, false_fn, strict, name, fn1, fn2)\u001b[0m\n\u001b[1;32m   1853\u001b[0m     \u001b[0mcontext_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mCondContext\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpred\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mpivot_1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mbranch\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1854\u001b[0m     \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mEnter\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1855\u001b[0;31m     \u001b[0morig_res_t\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mres_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1856\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0morig_res_t\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1857\u001b[0m       \u001b[0;32mraise\u001b[0m \u001b[0mValueError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"true_fn must have a return value.\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mBuildCondBranch\u001b[0;34m(self, fn)\u001b[0m\n\u001b[1;32m   1723\u001b[0m   \u001b[0;32mdef\u001b[0m \u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1724\u001b[0m     \u001b[0;34m\"\"\"Add the subgraph defined by fn() to the graph.\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1725\u001b[0;31m     \u001b[0moriginal_result\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfn\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   1726\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0moriginal_result\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1727\u001b[0m       \u001b[0;32mreturn\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mtrue_fn\u001b[0;34m()\u001b[0m\n\u001b[1;32m     77\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     78\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mtrue_fn\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---> 79\u001b[0;31m         \u001b[0;32mreturn\u001b[0m \u001b[0mrecursive_func\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minp_hidden\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0minp_state\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_accum\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_count\u001b[0m \u001b[0;34m-\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0moutput_ta_list\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0moutput_ta_list\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     80\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     81\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mfalse_fn\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<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mrecursive_func\u001b[0;34m(inp_hidden, inp_state, rec_accum, rec_count, output_ta_list)\u001b[0m\n\u001b[1;32m     85\u001b[0m         \u001b[0mtf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgreater\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mrec_count\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     86\u001b[0m         \u001b[0mtrue_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 87\u001b[0;31m         \u001b[0mfalse_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mfalse_fn\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     88\u001b[0m     )\n\u001b[1;32m     89\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/util/deprecation.pyc\u001b[0m in \u001b[0;36mnew_func\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m    314\u001b[0m                 \u001b[0;34m'in a future version'\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mdate\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m \u001b[0;32melse\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0;34m'after %s'\u001b[0m \u001b[0;34m%\u001b[0m \u001b[0mdate\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    315\u001b[0m                 instructions)\n\u001b[0;32m--> 316\u001b[0;31m       \u001b[0;32mreturn\u001b[0m \u001b[0mfunc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    317\u001b[0m     return tf_decorator.make_decorator(func, new_func, 'deprecated',\n\u001b[1;32m    318\u001b[0m                                        _add_deprecated_arg_notice_to_docstring(\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mcond\u001b[0;34m(pred, true_fn, false_fn, strict, name, fn1, fn2)\u001b[0m\n\u001b[1;32m   1853\u001b[0m     \u001b[0mcontext_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mCondContext\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpred\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mpivot_1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mbranch\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1854\u001b[0m     \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mEnter\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1855\u001b[0;31m     \u001b[0morig_res_t\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mres_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1856\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0morig_res_t\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1857\u001b[0m       \u001b[0;32mraise\u001b[0m \u001b[0mValueError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"true_fn must have a return value.\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mBuildCondBranch\u001b[0;34m(self, fn)\u001b[0m\n\u001b[1;32m   1723\u001b[0m   \u001b[0;32mdef\u001b[0m \u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1724\u001b[0m     \u001b[0;34m\"\"\"Add the subgraph defined by fn() to the graph.\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1725\u001b[0;31m     \u001b[0moriginal_result\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfn\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   1726\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0moriginal_result\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1727\u001b[0m       \u001b[0;32mreturn\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mtrue_fn\u001b[0;34m()\u001b[0m\n\u001b[1;32m     77\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     78\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mtrue_fn\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---> 79\u001b[0;31m         \u001b[0;32mreturn\u001b[0m \u001b[0mrecursive_func\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minp_hidden\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0minp_state\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_accum\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_count\u001b[0m \u001b[0;34m-\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0moutput_ta_list\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0moutput_ta_list\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     80\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     81\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mfalse_fn\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<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mrecursive_func\u001b[0;34m(inp_hidden, inp_state, rec_accum, rec_count, output_ta_list)\u001b[0m\n\u001b[1;32m     85\u001b[0m         \u001b[0mtf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgreater\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mrec_count\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     86\u001b[0m         \u001b[0mtrue_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 87\u001b[0;31m         \u001b[0mfalse_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mfalse_fn\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     88\u001b[0m     )\n\u001b[1;32m     89\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/util/deprecation.pyc\u001b[0m in \u001b[0;36mnew_func\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m    314\u001b[0m                 \u001b[0;34m'in a future version'\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mdate\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m \u001b[0;32melse\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0;34m'after %s'\u001b[0m \u001b[0;34m%\u001b[0m \u001b[0mdate\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    315\u001b[0m                 instructions)\n\u001b[0;32m--> 316\u001b[0;31m       \u001b[0;32mreturn\u001b[0m \u001b[0mfunc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    317\u001b[0m     return tf_decorator.make_decorator(func, new_func, 'deprecated',\n\u001b[1;32m    318\u001b[0m                                        _add_deprecated_arg_notice_to_docstring(\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mcond\u001b[0;34m(pred, true_fn, false_fn, strict, name, fn1, fn2)\u001b[0m\n\u001b[1;32m   1853\u001b[0m     \u001b[0mcontext_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mCondContext\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpred\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mpivot_1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mbranch\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1854\u001b[0m     \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mEnter\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1855\u001b[0;31m     \u001b[0morig_res_t\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mres_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1856\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0morig_res_t\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1857\u001b[0m       \u001b[0;32mraise\u001b[0m \u001b[0mValueError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"true_fn must have a return value.\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mBuildCondBranch\u001b[0;34m(self, fn)\u001b[0m\n\u001b[1;32m   1723\u001b[0m   \u001b[0;32mdef\u001b[0m \u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1724\u001b[0m     \u001b[0;34m\"\"\"Add the subgraph defined by fn() to the graph.\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1725\u001b[0;31m     \u001b[0moriginal_result\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfn\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   1726\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0moriginal_result\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1727\u001b[0m       \u001b[0;32mreturn\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mtrue_fn\u001b[0;34m()\u001b[0m\n\u001b[1;32m     77\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     78\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mtrue_fn\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---> 79\u001b[0;31m         \u001b[0;32mreturn\u001b[0m \u001b[0mrecursive_func\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minp_hidden\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0minp_state\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_accum\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_count\u001b[0m \u001b[0;34m-\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0moutput_ta_list\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0moutput_ta_list\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     80\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     81\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mfalse_fn\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<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mrecursive_func\u001b[0;34m(inp_hidden, inp_state, rec_accum, rec_count, output_ta_list)\u001b[0m\n\u001b[1;32m     85\u001b[0m         \u001b[0mtf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgreater\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mrec_count\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     86\u001b[0m         \u001b[0mtrue_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 87\u001b[0;31m         \u001b[0mfalse_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mfalse_fn\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     88\u001b[0m     )\n\u001b[1;32m     89\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/util/deprecation.pyc\u001b[0m in \u001b[0;36mnew_func\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m    314\u001b[0m                 \u001b[0;34m'in a future version'\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mdate\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m \u001b[0;32melse\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0;34m'after %s'\u001b[0m \u001b[0;34m%\u001b[0m \u001b[0mdate\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    315\u001b[0m                 instructions)\n\u001b[0;32m--> 316\u001b[0;31m       \u001b[0;32mreturn\u001b[0m \u001b[0mfunc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    317\u001b[0m     return tf_decorator.make_decorator(func, new_func, 'deprecated',\n\u001b[1;32m    318\u001b[0m                                        _add_deprecated_arg_notice_to_docstring(\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mcond\u001b[0;34m(pred, true_fn, false_fn, strict, name, fn1, fn2)\u001b[0m\n\u001b[1;32m   1853\u001b[0m     \u001b[0mcontext_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mCondContext\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpred\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mpivot_1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mbranch\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1854\u001b[0m     \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mEnter\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1855\u001b[0;31m     \u001b[0morig_res_t\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mres_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1856\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0morig_res_t\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1857\u001b[0m       \u001b[0;32mraise\u001b[0m \u001b[0mValueError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"true_fn must have a return value.\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mBuildCondBranch\u001b[0;34m(self, fn)\u001b[0m\n\u001b[1;32m   1723\u001b[0m   \u001b[0;32mdef\u001b[0m \u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1724\u001b[0m     \u001b[0;34m\"\"\"Add the subgraph defined by fn() to the graph.\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1725\u001b[0;31m     \u001b[0moriginal_result\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfn\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   1726\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0moriginal_result\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1727\u001b[0m       \u001b[0;32mreturn\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mtrue_fn\u001b[0;34m()\u001b[0m\n\u001b[1;32m     77\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     78\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mtrue_fn\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---> 79\u001b[0;31m         \u001b[0;32mreturn\u001b[0m \u001b[0mrecursive_func\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minp_hidden\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0minp_state\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_accum\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_count\u001b[0m \u001b[0;34m-\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0moutput_ta_list\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0moutput_ta_list\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     80\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     81\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mfalse_fn\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<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mrecursive_func\u001b[0;34m(inp_hidden, inp_state, rec_accum, rec_count, output_ta_list)\u001b[0m\n\u001b[1;32m     85\u001b[0m         \u001b[0mtf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgreater\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mrec_count\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     86\u001b[0m         \u001b[0mtrue_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 87\u001b[0;31m         \u001b[0mfalse_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mfalse_fn\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     88\u001b[0m     )\n\u001b[1;32m     89\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/util/deprecation.pyc\u001b[0m in \u001b[0;36mnew_func\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m    314\u001b[0m                 \u001b[0;34m'in a future version'\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mdate\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m \u001b[0;32melse\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0;34m'after %s'\u001b[0m \u001b[0;34m%\u001b[0m \u001b[0mdate\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    315\u001b[0m                 instructions)\n\u001b[0;32m--> 316\u001b[0;31m       \u001b[0;32mreturn\u001b[0m \u001b[0mfunc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    317\u001b[0m     return tf_decorator.make_decorator(func, new_func, 'deprecated',\n\u001b[1;32m    318\u001b[0m                                        _add_deprecated_arg_notice_to_docstring(\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mcond\u001b[0;34m(pred, true_fn, false_fn, strict, name, fn1, fn2)\u001b[0m\n\u001b[1;32m   1853\u001b[0m     \u001b[0mcontext_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mCondContext\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpred\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mpivot_1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mbranch\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1854\u001b[0m     \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mEnter\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1855\u001b[0;31m     \u001b[0morig_res_t\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mres_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1856\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0morig_res_t\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1857\u001b[0m       \u001b[0;32mraise\u001b[0m \u001b[0mValueError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"true_fn must have a return value.\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mBuildCondBranch\u001b[0;34m(self, fn)\u001b[0m\n\u001b[1;32m   1723\u001b[0m   \u001b[0;32mdef\u001b[0m \u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1724\u001b[0m     \u001b[0;34m\"\"\"Add the subgraph defined by fn() to the graph.\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1725\u001b[0;31m     \u001b[0moriginal_result\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfn\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   1726\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0moriginal_result\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1727\u001b[0m       \u001b[0;32mreturn\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mtrue_fn\u001b[0;34m()\u001b[0m\n\u001b[1;32m     77\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     78\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mtrue_fn\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---> 79\u001b[0;31m         \u001b[0;32mreturn\u001b[0m \u001b[0mrecursive_func\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minp_hidden\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0minp_state\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_accum\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_count\u001b[0m \u001b[0;34m-\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0moutput_ta_list\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0moutput_ta_list\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     80\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     81\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mfalse_fn\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<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mrecursive_func\u001b[0;34m(inp_hidden, inp_state, rec_accum, rec_count, output_ta_list)\u001b[0m\n\u001b[1;32m     85\u001b[0m         \u001b[0mtf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgreater\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mrec_count\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     86\u001b[0m         \u001b[0mtrue_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 87\u001b[0;31m         \u001b[0mfalse_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mfalse_fn\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     88\u001b[0m     )\n\u001b[1;32m     89\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/util/deprecation.pyc\u001b[0m in \u001b[0;36mnew_func\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m    314\u001b[0m                 \u001b[0;34m'in a future version'\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mdate\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m \u001b[0;32melse\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0;34m'after %s'\u001b[0m \u001b[0;34m%\u001b[0m \u001b[0mdate\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    315\u001b[0m                 instructions)\n\u001b[0;32m--> 316\u001b[0;31m       \u001b[0;32mreturn\u001b[0m \u001b[0mfunc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    317\u001b[0m     return tf_decorator.make_decorator(func, new_func, 'deprecated',\n\u001b[1;32m    318\u001b[0m                                        _add_deprecated_arg_notice_to_docstring(\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mcond\u001b[0;34m(pred, true_fn, false_fn, strict, name, fn1, fn2)\u001b[0m\n\u001b[1;32m   1853\u001b[0m     \u001b[0mcontext_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mCondContext\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpred\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mpivot_1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mbranch\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1854\u001b[0m     \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mEnter\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1855\u001b[0;31m     \u001b[0morig_res_t\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mres_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1856\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0morig_res_t\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1857\u001b[0m       \u001b[0;32mraise\u001b[0m \u001b[0mValueError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"true_fn must have a return value.\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mBuildCondBranch\u001b[0;34m(self, fn)\u001b[0m\n\u001b[1;32m   1723\u001b[0m   \u001b[0;32mdef\u001b[0m \u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1724\u001b[0m     \u001b[0;34m\"\"\"Add the subgraph defined by fn() to the graph.\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1725\u001b[0;31m     \u001b[0moriginal_result\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfn\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   1726\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0moriginal_result\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1727\u001b[0m       \u001b[0;32mreturn\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mtrue_fn\u001b[0;34m()\u001b[0m\n\u001b[1;32m     77\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     78\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mtrue_fn\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---> 79\u001b[0;31m         \u001b[0;32mreturn\u001b[0m \u001b[0mrecursive_func\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minp_hidden\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0minp_state\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_accum\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_count\u001b[0m \u001b[0;34m-\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0moutput_ta_list\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0moutput_ta_list\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     80\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     81\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mfalse_fn\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<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mrecursive_func\u001b[0;34m(inp_hidden, inp_state, rec_accum, rec_count, output_ta_list)\u001b[0m\n\u001b[1;32m     85\u001b[0m         \u001b[0mtf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgreater\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mrec_count\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     86\u001b[0m         \u001b[0mtrue_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 87\u001b[0;31m         \u001b[0mfalse_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mfalse_fn\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     88\u001b[0m     )\n\u001b[1;32m     89\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/util/deprecation.pyc\u001b[0m in \u001b[0;36mnew_func\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m    314\u001b[0m                 \u001b[0;34m'in a future version'\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mdate\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m \u001b[0;32melse\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0;34m'after %s'\u001b[0m \u001b[0;34m%\u001b[0m \u001b[0mdate\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    315\u001b[0m                 instructions)\n\u001b[0;32m--> 316\u001b[0;31m       \u001b[0;32mreturn\u001b[0m \u001b[0mfunc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    317\u001b[0m     return tf_decorator.make_decorator(func, new_func, 'deprecated',\n\u001b[1;32m    318\u001b[0m                                        _add_deprecated_arg_notice_to_docstring(\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mcond\u001b[0;34m(pred, true_fn, false_fn, strict, name, fn1, fn2)\u001b[0m\n\u001b[1;32m   1853\u001b[0m     \u001b[0mcontext_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mCondContext\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpred\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mpivot_1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mbranch\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1854\u001b[0m     \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mEnter\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1855\u001b[0;31m     \u001b[0morig_res_t\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mres_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1856\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0morig_res_t\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1857\u001b[0m       \u001b[0;32mraise\u001b[0m \u001b[0mValueError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"true_fn must have a return value.\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mBuildCondBranch\u001b[0;34m(self, fn)\u001b[0m\n\u001b[1;32m   1723\u001b[0m   \u001b[0;32mdef\u001b[0m \u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1724\u001b[0m     \u001b[0;34m\"\"\"Add the subgraph defined by fn() to the graph.\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1725\u001b[0;31m     \u001b[0moriginal_result\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfn\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   1726\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0moriginal_result\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1727\u001b[0m       \u001b[0;32mreturn\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mtrue_fn\u001b[0;34m()\u001b[0m\n\u001b[1;32m     77\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     78\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mtrue_fn\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---> 79\u001b[0;31m         \u001b[0;32mreturn\u001b[0m \u001b[0mrecursive_func\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minp_hidden\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0minp_state\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_accum\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_count\u001b[0m \u001b[0;34m-\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0moutput_ta_list\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0moutput_ta_list\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     80\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     81\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mfalse_fn\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<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mrecursive_func\u001b[0;34m(inp_hidden, inp_state, rec_accum, rec_count, output_ta_list)\u001b[0m\n\u001b[1;32m     85\u001b[0m         \u001b[0mtf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgreater\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mrec_count\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     86\u001b[0m         \u001b[0mtrue_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 87\u001b[0;31m         \u001b[0mfalse_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mfalse_fn\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     88\u001b[0m     )\n\u001b[1;32m     89\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/util/deprecation.pyc\u001b[0m in \u001b[0;36mnew_func\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m    314\u001b[0m                 \u001b[0;34m'in a future version'\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mdate\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m \u001b[0;32melse\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0;34m'after %s'\u001b[0m \u001b[0;34m%\u001b[0m \u001b[0mdate\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    315\u001b[0m                 instructions)\n\u001b[0;32m--> 316\u001b[0;31m       \u001b[0;32mreturn\u001b[0m \u001b[0mfunc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    317\u001b[0m     return tf_decorator.make_decorator(func, new_func, 'deprecated',\n\u001b[1;32m    318\u001b[0m                                        _add_deprecated_arg_notice_to_docstring(\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mcond\u001b[0;34m(pred, true_fn, false_fn, strict, name, fn1, fn2)\u001b[0m\n\u001b[1;32m   1853\u001b[0m     \u001b[0mcontext_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mCondContext\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpred\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mpivot_1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mbranch\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1854\u001b[0m     \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mEnter\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1855\u001b[0;31m     \u001b[0morig_res_t\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mres_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1856\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0morig_res_t\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1857\u001b[0m       \u001b[0;32mraise\u001b[0m \u001b[0mValueError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"true_fn must have a return value.\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mBuildCondBranch\u001b[0;34m(self, fn)\u001b[0m\n\u001b[1;32m   1723\u001b[0m   \u001b[0;32mdef\u001b[0m \u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1724\u001b[0m     \u001b[0;34m\"\"\"Add the subgraph defined by fn() to the graph.\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1725\u001b[0;31m     \u001b[0moriginal_result\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfn\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   1726\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0moriginal_result\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1727\u001b[0m       \u001b[0;32mreturn\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mtrue_fn\u001b[0;34m()\u001b[0m\n\u001b[1;32m     77\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     78\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mtrue_fn\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---> 79\u001b[0;31m         \u001b[0;32mreturn\u001b[0m \u001b[0mrecursive_func\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minp_hidden\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0minp_state\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_accum\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_count\u001b[0m \u001b[0;34m-\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0moutput_ta_list\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0moutput_ta_list\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     80\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     81\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mfalse_fn\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<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mrecursive_func\u001b[0;34m(inp_hidden, inp_state, rec_accum, rec_count, output_ta_list)\u001b[0m\n\u001b[1;32m     85\u001b[0m         \u001b[0mtf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgreater\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mrec_count\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     86\u001b[0m         \u001b[0mtrue_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 87\u001b[0;31m         \u001b[0mfalse_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mfalse_fn\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     88\u001b[0m     )\n\u001b[1;32m     89\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/util/deprecation.pyc\u001b[0m in \u001b[0;36mnew_func\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m    314\u001b[0m                 \u001b[0;34m'in a future version'\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mdate\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m \u001b[0;32melse\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0;34m'after %s'\u001b[0m \u001b[0;34m%\u001b[0m \u001b[0mdate\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    315\u001b[0m                 instructions)\n\u001b[0;32m--> 316\u001b[0;31m       \u001b[0;32mreturn\u001b[0m \u001b[0mfunc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    317\u001b[0m     return tf_decorator.make_decorator(func, new_func, 'deprecated',\n\u001b[1;32m    318\u001b[0m                                        _add_deprecated_arg_notice_to_docstring(\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mcond\u001b[0;34m(pred, true_fn, false_fn, strict, name, fn1, fn2)\u001b[0m\n\u001b[1;32m   1853\u001b[0m     \u001b[0mcontext_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mCondContext\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpred\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mpivot_1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mbranch\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1854\u001b[0m     \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mEnter\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1855\u001b[0;31m     \u001b[0morig_res_t\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mres_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1856\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0morig_res_t\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1857\u001b[0m       \u001b[0;32mraise\u001b[0m \u001b[0mValueError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"true_fn must have a return value.\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mBuildCondBranch\u001b[0;34m(self, fn)\u001b[0m\n\u001b[1;32m   1723\u001b[0m   \u001b[0;32mdef\u001b[0m \u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1724\u001b[0m     \u001b[0;34m\"\"\"Add the subgraph defined by fn() to the graph.\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1725\u001b[0;31m     \u001b[0moriginal_result\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfn\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   1726\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0moriginal_result\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1727\u001b[0m       \u001b[0;32mreturn\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mtrue_fn\u001b[0;34m()\u001b[0m\n\u001b[1;32m     77\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     78\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mtrue_fn\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---> 79\u001b[0;31m         \u001b[0;32mreturn\u001b[0m \u001b[0mrecursive_func\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minp_hidden\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0minp_state\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_accum\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_count\u001b[0m \u001b[0;34m-\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0moutput_ta_list\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0moutput_ta_list\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     80\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     81\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mfalse_fn\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<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mrecursive_func\u001b[0;34m(inp_hidden, inp_state, rec_accum, rec_count, output_ta_list)\u001b[0m\n\u001b[1;32m     85\u001b[0m         \u001b[0mtf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgreater\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mrec_count\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     86\u001b[0m         \u001b[0mtrue_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 87\u001b[0;31m         \u001b[0mfalse_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mfalse_fn\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     88\u001b[0m     )\n\u001b[1;32m     89\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/util/deprecation.pyc\u001b[0m in \u001b[0;36mnew_func\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m    314\u001b[0m                 \u001b[0;34m'in a future version'\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mdate\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m \u001b[0;32melse\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0;34m'after %s'\u001b[0m \u001b[0;34m%\u001b[0m \u001b[0mdate\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    315\u001b[0m                 instructions)\n\u001b[0;32m--> 316\u001b[0;31m       \u001b[0;32mreturn\u001b[0m \u001b[0mfunc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    317\u001b[0m     return tf_decorator.make_decorator(func, new_func, 'deprecated',\n\u001b[1;32m    318\u001b[0m                                        _add_deprecated_arg_notice_to_docstring(\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mcond\u001b[0;34m(pred, true_fn, false_fn, strict, name, fn1, fn2)\u001b[0m\n\u001b[1;32m   1853\u001b[0m     \u001b[0mcontext_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mCondContext\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpred\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mpivot_1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mbranch\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1854\u001b[0m     \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mEnter\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1855\u001b[0;31m     \u001b[0morig_res_t\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mres_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1856\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0morig_res_t\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1857\u001b[0m       \u001b[0;32mraise\u001b[0m \u001b[0mValueError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"true_fn must have a return value.\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mBuildCondBranch\u001b[0;34m(self, fn)\u001b[0m\n\u001b[1;32m   1723\u001b[0m   \u001b[0;32mdef\u001b[0m \u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1724\u001b[0m     \u001b[0;34m\"\"\"Add the subgraph defined by fn() to the graph.\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1725\u001b[0;31m     \u001b[0moriginal_result\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfn\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   1726\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0moriginal_result\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1727\u001b[0m       \u001b[0;32mreturn\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mtrue_fn\u001b[0;34m()\u001b[0m\n\u001b[1;32m     77\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     78\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mtrue_fn\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---> 79\u001b[0;31m         \u001b[0;32mreturn\u001b[0m \u001b[0mrecursive_func\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minp_hidden\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0minp_state\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_accum\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_count\u001b[0m \u001b[0;34m-\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0moutput_ta_list\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0moutput_ta_list\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     80\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     81\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mfalse_fn\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<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mrecursive_func\u001b[0;34m(inp_hidden, inp_state, rec_accum, rec_count, output_ta_list)\u001b[0m\n\u001b[1;32m     85\u001b[0m         \u001b[0mtf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgreater\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mrec_count\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     86\u001b[0m         \u001b[0mtrue_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 87\u001b[0;31m         \u001b[0mfalse_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mfalse_fn\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     88\u001b[0m     )\n\u001b[1;32m     89\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/util/deprecation.pyc\u001b[0m in \u001b[0;36mnew_func\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m    314\u001b[0m                 \u001b[0;34m'in a future version'\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mdate\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m \u001b[0;32melse\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0;34m'after %s'\u001b[0m \u001b[0;34m%\u001b[0m \u001b[0mdate\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    315\u001b[0m                 instructions)\n\u001b[0;32m--> 316\u001b[0;31m       \u001b[0;32mreturn\u001b[0m \u001b[0mfunc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    317\u001b[0m     return tf_decorator.make_decorator(func, new_func, 'deprecated',\n\u001b[1;32m    318\u001b[0m                                        _add_deprecated_arg_notice_to_docstring(\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mcond\u001b[0;34m(pred, true_fn, false_fn, strict, name, fn1, fn2)\u001b[0m\n\u001b[1;32m   1853\u001b[0m     \u001b[0mcontext_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mCondContext\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpred\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mpivot_1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mbranch\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1854\u001b[0m     \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mEnter\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1855\u001b[0;31m     \u001b[0morig_res_t\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mres_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1856\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0morig_res_t\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1857\u001b[0m       \u001b[0;32mraise\u001b[0m \u001b[0mValueError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"true_fn must have a return value.\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mBuildCondBranch\u001b[0;34m(self, fn)\u001b[0m\n\u001b[1;32m   1723\u001b[0m   \u001b[0;32mdef\u001b[0m \u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1724\u001b[0m     \u001b[0;34m\"\"\"Add the subgraph defined by fn() to the graph.\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1725\u001b[0;31m     \u001b[0moriginal_result\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfn\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   1726\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0moriginal_result\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1727\u001b[0m       \u001b[0;32mreturn\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mtrue_fn\u001b[0;34m()\u001b[0m\n\u001b[1;32m     77\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     78\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mtrue_fn\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---> 79\u001b[0;31m         \u001b[0;32mreturn\u001b[0m \u001b[0mrecursive_func\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minp_hidden\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0minp_state\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_accum\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_count\u001b[0m \u001b[0;34m-\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0moutput_ta_list\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0moutput_ta_list\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     80\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     81\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mfalse_fn\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<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mrecursive_func\u001b[0;34m(inp_hidden, inp_state, rec_accum, rec_count, output_ta_list)\u001b[0m\n\u001b[1;32m     85\u001b[0m         \u001b[0mtf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgreater\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mrec_count\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     86\u001b[0m         \u001b[0mtrue_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 87\u001b[0;31m         \u001b[0mfalse_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mfalse_fn\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     88\u001b[0m     )\n\u001b[1;32m     89\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/util/deprecation.pyc\u001b[0m in \u001b[0;36mnew_func\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m    314\u001b[0m                 \u001b[0;34m'in a future version'\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mdate\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m \u001b[0;32melse\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0;34m'after %s'\u001b[0m \u001b[0;34m%\u001b[0m \u001b[0mdate\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    315\u001b[0m                 instructions)\n\u001b[0;32m--> 316\u001b[0;31m       \u001b[0;32mreturn\u001b[0m \u001b[0mfunc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    317\u001b[0m     return tf_decorator.make_decorator(func, new_func, 'deprecated',\n\u001b[1;32m    318\u001b[0m                                        _add_deprecated_arg_notice_to_docstring(\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mcond\u001b[0;34m(pred, true_fn, false_fn, strict, name, fn1, fn2)\u001b[0m\n\u001b[1;32m   1853\u001b[0m     \u001b[0mcontext_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mCondContext\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpred\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mpivot_1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mbranch\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1854\u001b[0m     \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mEnter\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1855\u001b[0;31m     \u001b[0morig_res_t\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mres_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1856\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0morig_res_t\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1857\u001b[0m       \u001b[0;32mraise\u001b[0m \u001b[0mValueError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"true_fn must have a return value.\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mBuildCondBranch\u001b[0;34m(self, fn)\u001b[0m\n\u001b[1;32m   1723\u001b[0m   \u001b[0;32mdef\u001b[0m \u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1724\u001b[0m     \u001b[0;34m\"\"\"Add the subgraph defined by fn() to the graph.\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1725\u001b[0;31m     \u001b[0moriginal_result\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfn\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   1726\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0moriginal_result\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1727\u001b[0m       \u001b[0;32mreturn\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mtrue_fn\u001b[0;34m()\u001b[0m\n\u001b[1;32m     77\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     78\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mtrue_fn\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---> 79\u001b[0;31m         \u001b[0;32mreturn\u001b[0m \u001b[0mrecursive_func\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minp_hidden\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0minp_state\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_accum\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_count\u001b[0m \u001b[0;34m-\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0moutput_ta_list\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0moutput_ta_list\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     80\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     81\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mfalse_fn\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<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mrecursive_func\u001b[0;34m(inp_hidden, inp_state, rec_accum, rec_count, output_ta_list)\u001b[0m\n\u001b[1;32m     85\u001b[0m         \u001b[0mtf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgreater\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mrec_count\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     86\u001b[0m         \u001b[0mtrue_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 87\u001b[0;31m         \u001b[0mfalse_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mfalse_fn\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     88\u001b[0m     )\n\u001b[1;32m     89\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/util/deprecation.pyc\u001b[0m in \u001b[0;36mnew_func\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m    314\u001b[0m                 \u001b[0;34m'in a future version'\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mdate\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m \u001b[0;32melse\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0;34m'after %s'\u001b[0m \u001b[0;34m%\u001b[0m \u001b[0mdate\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    315\u001b[0m                 instructions)\n\u001b[0;32m--> 316\u001b[0;31m       \u001b[0;32mreturn\u001b[0m \u001b[0mfunc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    317\u001b[0m     return tf_decorator.make_decorator(func, new_func, 'deprecated',\n\u001b[1;32m    318\u001b[0m                                        _add_deprecated_arg_notice_to_docstring(\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mcond\u001b[0;34m(pred, true_fn, false_fn, strict, name, fn1, fn2)\u001b[0m\n\u001b[1;32m   1853\u001b[0m     \u001b[0mcontext_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mCondContext\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpred\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mpivot_1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mbranch\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1854\u001b[0m     \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mEnter\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1855\u001b[0;31m     \u001b[0morig_res_t\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mres_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1856\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0morig_res_t\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1857\u001b[0m       \u001b[0;32mraise\u001b[0m \u001b[0mValueError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"true_fn must have a return value.\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mBuildCondBranch\u001b[0;34m(self, fn)\u001b[0m\n\u001b[1;32m   1723\u001b[0m   \u001b[0;32mdef\u001b[0m \u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1724\u001b[0m     \u001b[0;34m\"\"\"Add the subgraph defined by fn() to the graph.\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1725\u001b[0;31m     \u001b[0moriginal_result\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfn\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   1726\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0moriginal_result\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1727\u001b[0m       \u001b[0;32mreturn\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mtrue_fn\u001b[0;34m()\u001b[0m\n\u001b[1;32m     77\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     78\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mtrue_fn\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---> 79\u001b[0;31m         \u001b[0;32mreturn\u001b[0m \u001b[0mrecursive_func\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minp_hidden\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0minp_state\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_accum\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_count\u001b[0m \u001b[0;34m-\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0moutput_ta_list\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0moutput_ta_list\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     80\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     81\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mfalse_fn\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<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mrecursive_func\u001b[0;34m(inp_hidden, inp_state, rec_accum, rec_count, output_ta_list)\u001b[0m\n\u001b[1;32m     85\u001b[0m         \u001b[0mtf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgreater\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mrec_count\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     86\u001b[0m         \u001b[0mtrue_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 87\u001b[0;31m         \u001b[0mfalse_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mfalse_fn\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     88\u001b[0m     )\n\u001b[1;32m     89\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/util/deprecation.pyc\u001b[0m in \u001b[0;36mnew_func\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m    314\u001b[0m                 \u001b[0;34m'in a future version'\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mdate\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m \u001b[0;32melse\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0;34m'after %s'\u001b[0m \u001b[0;34m%\u001b[0m \u001b[0mdate\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    315\u001b[0m                 instructions)\n\u001b[0;32m--> 316\u001b[0;31m       \u001b[0;32mreturn\u001b[0m \u001b[0mfunc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    317\u001b[0m     return tf_decorator.make_decorator(func, new_func, 'deprecated',\n\u001b[1;32m    318\u001b[0m                                        _add_deprecated_arg_notice_to_docstring(\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mcond\u001b[0;34m(pred, true_fn, false_fn, strict, name, fn1, fn2)\u001b[0m\n\u001b[1;32m   1853\u001b[0m     \u001b[0mcontext_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mCondContext\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpred\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mpivot_1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mbranch\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1854\u001b[0m     \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mEnter\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1855\u001b[0;31m     \u001b[0morig_res_t\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mres_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1856\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0morig_res_t\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1857\u001b[0m       \u001b[0;32mraise\u001b[0m \u001b[0mValueError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"true_fn must have a return value.\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mBuildCondBranch\u001b[0;34m(self, fn)\u001b[0m\n\u001b[1;32m   1723\u001b[0m   \u001b[0;32mdef\u001b[0m \u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1724\u001b[0m     \u001b[0;34m\"\"\"Add the subgraph defined by fn() to the graph.\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1725\u001b[0;31m     \u001b[0moriginal_result\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfn\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   1726\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0moriginal_result\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1727\u001b[0m       \u001b[0;32mreturn\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mtrue_fn\u001b[0;34m()\u001b[0m\n\u001b[1;32m     77\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     78\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mtrue_fn\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---> 79\u001b[0;31m         \u001b[0;32mreturn\u001b[0m \u001b[0mrecursive_func\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minp_hidden\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0minp_state\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_accum\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_count\u001b[0m \u001b[0;34m-\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0moutput_ta_list\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0moutput_ta_list\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     80\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     81\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mfalse_fn\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<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mrecursive_func\u001b[0;34m(inp_hidden, inp_state, rec_accum, rec_count, output_ta_list)\u001b[0m\n\u001b[1;32m     85\u001b[0m         \u001b[0mtf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgreater\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mrec_count\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     86\u001b[0m         \u001b[0mtrue_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 87\u001b[0;31m         \u001b[0mfalse_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mfalse_fn\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     88\u001b[0m     )\n\u001b[1;32m     89\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/util/deprecation.pyc\u001b[0m in \u001b[0;36mnew_func\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m    314\u001b[0m                 \u001b[0;34m'in a future version'\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mdate\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m \u001b[0;32melse\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0;34m'after %s'\u001b[0m \u001b[0;34m%\u001b[0m \u001b[0mdate\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    315\u001b[0m                 instructions)\n\u001b[0;32m--> 316\u001b[0;31m       \u001b[0;32mreturn\u001b[0m \u001b[0mfunc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    317\u001b[0m     return tf_decorator.make_decorator(func, new_func, 'deprecated',\n\u001b[1;32m    318\u001b[0m                                        _add_deprecated_arg_notice_to_docstring(\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mcond\u001b[0;34m(pred, true_fn, false_fn, strict, name, fn1, fn2)\u001b[0m\n\u001b[1;32m   1853\u001b[0m     \u001b[0mcontext_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mCondContext\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpred\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mpivot_1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mbranch\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1854\u001b[0m     \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mEnter\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1855\u001b[0;31m     \u001b[0morig_res_t\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mres_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1856\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0morig_res_t\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1857\u001b[0m       \u001b[0;32mraise\u001b[0m \u001b[0mValueError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"true_fn must have a return value.\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mBuildCondBranch\u001b[0;34m(self, fn)\u001b[0m\n\u001b[1;32m   1723\u001b[0m   \u001b[0;32mdef\u001b[0m \u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1724\u001b[0m     \u001b[0;34m\"\"\"Add the subgraph defined by fn() to the graph.\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1725\u001b[0;31m     \u001b[0moriginal_result\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfn\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   1726\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0moriginal_result\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1727\u001b[0m       \u001b[0;32mreturn\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mtrue_fn\u001b[0;34m()\u001b[0m\n\u001b[1;32m     77\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     78\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mtrue_fn\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---> 79\u001b[0;31m         \u001b[0;32mreturn\u001b[0m \u001b[0mrecursive_func\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minp_hidden\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0minp_state\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_accum\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_count\u001b[0m \u001b[0;34m-\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0moutput_ta_list\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0moutput_ta_list\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     80\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     81\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mfalse_fn\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<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mrecursive_func\u001b[0;34m(inp_hidden, inp_state, rec_accum, rec_count, output_ta_list)\u001b[0m\n\u001b[1;32m     85\u001b[0m         \u001b[0mtf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgreater\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mrec_count\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     86\u001b[0m         \u001b[0mtrue_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 87\u001b[0;31m         \u001b[0mfalse_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mfalse_fn\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     88\u001b[0m     )\n\u001b[1;32m     89\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/util/deprecation.pyc\u001b[0m in \u001b[0;36mnew_func\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m    314\u001b[0m                 \u001b[0;34m'in a future version'\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mdate\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m \u001b[0;32melse\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0;34m'after %s'\u001b[0m \u001b[0;34m%\u001b[0m \u001b[0mdate\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    315\u001b[0m                 instructions)\n\u001b[0;32m--> 316\u001b[0;31m       \u001b[0;32mreturn\u001b[0m \u001b[0mfunc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    317\u001b[0m     return tf_decorator.make_decorator(func, new_func, 'deprecated',\n\u001b[1;32m    318\u001b[0m                                        _add_deprecated_arg_notice_to_docstring(\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mcond\u001b[0;34m(pred, true_fn, false_fn, strict, name, fn1, fn2)\u001b[0m\n\u001b[1;32m   1853\u001b[0m     \u001b[0mcontext_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mCondContext\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpred\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mpivot_1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mbranch\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1854\u001b[0m     \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mEnter\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1855\u001b[0;31m     \u001b[0morig_res_t\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mres_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1856\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0morig_res_t\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1857\u001b[0m       \u001b[0;32mraise\u001b[0m \u001b[0mValueError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"true_fn must have a return value.\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mBuildCondBranch\u001b[0;34m(self, fn)\u001b[0m\n\u001b[1;32m   1723\u001b[0m   \u001b[0;32mdef\u001b[0m \u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1724\u001b[0m     \u001b[0;34m\"\"\"Add the subgraph defined by fn() to the graph.\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1725\u001b[0;31m     \u001b[0moriginal_result\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfn\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   1726\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0moriginal_result\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1727\u001b[0m       \u001b[0;32mreturn\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mtrue_fn\u001b[0;34m()\u001b[0m\n\u001b[1;32m     77\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     78\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mtrue_fn\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---> 79\u001b[0;31m         \u001b[0;32mreturn\u001b[0m \u001b[0mrecursive_func\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minp_hidden\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0minp_state\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_accum\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_count\u001b[0m \u001b[0;34m-\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0moutput_ta_list\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0moutput_ta_list\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     80\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     81\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mfalse_fn\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<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mrecursive_func\u001b[0;34m(inp_hidden, inp_state, rec_accum, rec_count, output_ta_list)\u001b[0m\n\u001b[1;32m     85\u001b[0m         \u001b[0mtf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgreater\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mrec_count\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     86\u001b[0m         \u001b[0mtrue_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 87\u001b[0;31m         \u001b[0mfalse_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mfalse_fn\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     88\u001b[0m     )\n\u001b[1;32m     89\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/util/deprecation.pyc\u001b[0m in \u001b[0;36mnew_func\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m    314\u001b[0m                 \u001b[0;34m'in a future version'\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mdate\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m \u001b[0;32melse\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0;34m'after %s'\u001b[0m \u001b[0;34m%\u001b[0m \u001b[0mdate\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    315\u001b[0m                 instructions)\n\u001b[0;32m--> 316\u001b[0;31m       \u001b[0;32mreturn\u001b[0m \u001b[0mfunc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    317\u001b[0m     return tf_decorator.make_decorator(func, new_func, 'deprecated',\n\u001b[1;32m    318\u001b[0m                                        _add_deprecated_arg_notice_to_docstring(\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mcond\u001b[0;34m(pred, true_fn, false_fn, strict, name, fn1, fn2)\u001b[0m\n\u001b[1;32m   1853\u001b[0m     \u001b[0mcontext_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mCondContext\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpred\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mpivot_1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mbranch\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1854\u001b[0m     \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mEnter\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1855\u001b[0;31m     \u001b[0morig_res_t\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mres_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1856\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0morig_res_t\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1857\u001b[0m       \u001b[0;32mraise\u001b[0m \u001b[0mValueError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"true_fn must have a return value.\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mBuildCondBranch\u001b[0;34m(self, fn)\u001b[0m\n\u001b[1;32m   1723\u001b[0m   \u001b[0;32mdef\u001b[0m \u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1724\u001b[0m     \u001b[0;34m\"\"\"Add the subgraph defined by fn() to the graph.\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1725\u001b[0;31m     \u001b[0moriginal_result\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfn\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   1726\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0moriginal_result\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1727\u001b[0m       \u001b[0;32mreturn\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mtrue_fn\u001b[0;34m()\u001b[0m\n\u001b[1;32m     77\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     78\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mtrue_fn\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---> 79\u001b[0;31m         \u001b[0;32mreturn\u001b[0m \u001b[0mrecursive_func\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minp_hidden\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0minp_state\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_accum\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_count\u001b[0m \u001b[0;34m-\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0moutput_ta_list\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0moutput_ta_list\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     80\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     81\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mfalse_fn\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<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mrecursive_func\u001b[0;34m(inp_hidden, inp_state, rec_accum, rec_count, output_ta_list)\u001b[0m\n\u001b[1;32m     85\u001b[0m         \u001b[0mtf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgreater\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mrec_count\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     86\u001b[0m         \u001b[0mtrue_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 87\u001b[0;31m         \u001b[0mfalse_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mfalse_fn\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     88\u001b[0m     )\n\u001b[1;32m     89\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/util/deprecation.pyc\u001b[0m in \u001b[0;36mnew_func\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m    314\u001b[0m                 \u001b[0;34m'in a future version'\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mdate\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m \u001b[0;32melse\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0;34m'after %s'\u001b[0m \u001b[0;34m%\u001b[0m \u001b[0mdate\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    315\u001b[0m                 instructions)\n\u001b[0;32m--> 316\u001b[0;31m       \u001b[0;32mreturn\u001b[0m \u001b[0mfunc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    317\u001b[0m     return tf_decorator.make_decorator(func, new_func, 'deprecated',\n\u001b[1;32m    318\u001b[0m                                        _add_deprecated_arg_notice_to_docstring(\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mcond\u001b[0;34m(pred, true_fn, false_fn, strict, name, fn1, fn2)\u001b[0m\n\u001b[1;32m   1853\u001b[0m     \u001b[0mcontext_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mCondContext\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpred\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mpivot_1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mbranch\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1854\u001b[0m     \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mEnter\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1855\u001b[0;31m     \u001b[0morig_res_t\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mres_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1856\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0morig_res_t\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1857\u001b[0m       \u001b[0;32mraise\u001b[0m \u001b[0mValueError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"true_fn must have a return value.\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mBuildCondBranch\u001b[0;34m(self, fn)\u001b[0m\n\u001b[1;32m   1723\u001b[0m   \u001b[0;32mdef\u001b[0m \u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1724\u001b[0m     \u001b[0;34m\"\"\"Add the subgraph defined by fn() to the graph.\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1725\u001b[0;31m     \u001b[0moriginal_result\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfn\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   1726\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0moriginal_result\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1727\u001b[0m       \u001b[0;32mreturn\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mtrue_fn\u001b[0;34m()\u001b[0m\n\u001b[1;32m     77\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     78\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mtrue_fn\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---> 79\u001b[0;31m         \u001b[0;32mreturn\u001b[0m \u001b[0mrecursive_func\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minp_hidden\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0minp_state\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_accum\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_count\u001b[0m \u001b[0;34m-\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0moutput_ta_list\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0moutput_ta_list\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     80\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     81\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mfalse_fn\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<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mrecursive_func\u001b[0;34m(inp_hidden, inp_state, rec_accum, rec_count, output_ta_list)\u001b[0m\n\u001b[1;32m     85\u001b[0m         \u001b[0mtf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgreater\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mrec_count\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     86\u001b[0m         \u001b[0mtrue_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 87\u001b[0;31m         \u001b[0mfalse_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mfalse_fn\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     88\u001b[0m     )\n\u001b[1;32m     89\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/util/deprecation.pyc\u001b[0m in \u001b[0;36mnew_func\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m    314\u001b[0m                 \u001b[0;34m'in a future version'\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mdate\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m \u001b[0;32melse\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0;34m'after %s'\u001b[0m \u001b[0;34m%\u001b[0m \u001b[0mdate\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    315\u001b[0m                 instructions)\n\u001b[0;32m--> 316\u001b[0;31m       \u001b[0;32mreturn\u001b[0m \u001b[0mfunc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    317\u001b[0m     return tf_decorator.make_decorator(func, new_func, 'deprecated',\n\u001b[1;32m    318\u001b[0m                                        _add_deprecated_arg_notice_to_docstring(\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mcond\u001b[0;34m(pred, true_fn, false_fn, strict, name, fn1, fn2)\u001b[0m\n\u001b[1;32m   1853\u001b[0m     \u001b[0mcontext_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mCondContext\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpred\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mpivot_1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mbranch\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1854\u001b[0m     \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mEnter\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1855\u001b[0;31m     \u001b[0morig_res_t\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mres_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1856\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0morig_res_t\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1857\u001b[0m       \u001b[0;32mraise\u001b[0m \u001b[0mValueError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"true_fn must have a return value.\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mBuildCondBranch\u001b[0;34m(self, fn)\u001b[0m\n\u001b[1;32m   1723\u001b[0m   \u001b[0;32mdef\u001b[0m \u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1724\u001b[0m     \u001b[0;34m\"\"\"Add the subgraph defined by fn() to the graph.\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1725\u001b[0;31m     \u001b[0moriginal_result\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfn\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   1726\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0moriginal_result\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1727\u001b[0m       \u001b[0;32mreturn\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mtrue_fn\u001b[0;34m()\u001b[0m\n\u001b[1;32m     77\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     78\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mtrue_fn\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---> 79\u001b[0;31m         \u001b[0;32mreturn\u001b[0m \u001b[0mrecursive_func\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minp_hidden\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0minp_state\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_accum\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_count\u001b[0m \u001b[0;34m-\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0moutput_ta_list\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0moutput_ta_list\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     80\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     81\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mfalse_fn\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<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mrecursive_func\u001b[0;34m(inp_hidden, inp_state, rec_accum, rec_count, output_ta_list)\u001b[0m\n\u001b[1;32m     85\u001b[0m         \u001b[0mtf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgreater\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mrec_count\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     86\u001b[0m         \u001b[0mtrue_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 87\u001b[0;31m         \u001b[0mfalse_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mfalse_fn\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     88\u001b[0m     )\n\u001b[1;32m     89\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/util/deprecation.pyc\u001b[0m in \u001b[0;36mnew_func\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m    314\u001b[0m                 \u001b[0;34m'in a future version'\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mdate\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m \u001b[0;32melse\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0;34m'after %s'\u001b[0m \u001b[0;34m%\u001b[0m \u001b[0mdate\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    315\u001b[0m                 instructions)\n\u001b[0;32m--> 316\u001b[0;31m       \u001b[0;32mreturn\u001b[0m \u001b[0mfunc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    317\u001b[0m     return tf_decorator.make_decorator(func, new_func, 'deprecated',\n\u001b[1;32m    318\u001b[0m                                        _add_deprecated_arg_notice_to_docstring(\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mcond\u001b[0;34m(pred, true_fn, false_fn, strict, name, fn1, fn2)\u001b[0m\n\u001b[1;32m   1853\u001b[0m     \u001b[0mcontext_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mCondContext\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpred\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mpivot_1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mbranch\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1854\u001b[0m     \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mEnter\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1855\u001b[0;31m     \u001b[0morig_res_t\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mres_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1856\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0morig_res_t\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1857\u001b[0m       \u001b[0;32mraise\u001b[0m \u001b[0mValueError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"true_fn must have a return value.\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mBuildCondBranch\u001b[0;34m(self, fn)\u001b[0m\n\u001b[1;32m   1723\u001b[0m   \u001b[0;32mdef\u001b[0m \u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1724\u001b[0m     \u001b[0;34m\"\"\"Add the subgraph defined by fn() to the graph.\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1725\u001b[0;31m     \u001b[0moriginal_result\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfn\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   1726\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0moriginal_result\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1727\u001b[0m       \u001b[0;32mreturn\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mtrue_fn\u001b[0;34m()\u001b[0m\n\u001b[1;32m     77\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     78\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mtrue_fn\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---> 79\u001b[0;31m         \u001b[0;32mreturn\u001b[0m \u001b[0mrecursive_func\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minp_hidden\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0minp_state\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_accum\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_count\u001b[0m \u001b[0;34m-\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0moutput_ta_list\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0moutput_ta_list\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     80\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     81\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mfalse_fn\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<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mrecursive_func\u001b[0;34m(inp_hidden, inp_state, rec_accum, rec_count, output_ta_list)\u001b[0m\n\u001b[1;32m     85\u001b[0m         \u001b[0mtf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgreater\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mrec_count\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     86\u001b[0m         \u001b[0mtrue_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 87\u001b[0;31m         \u001b[0mfalse_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mfalse_fn\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     88\u001b[0m     )\n\u001b[1;32m     89\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/util/deprecation.pyc\u001b[0m in \u001b[0;36mnew_func\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m    314\u001b[0m                 \u001b[0;34m'in a future version'\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mdate\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m \u001b[0;32melse\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0;34m'after %s'\u001b[0m \u001b[0;34m%\u001b[0m \u001b[0mdate\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    315\u001b[0m                 instructions)\n\u001b[0;32m--> 316\u001b[0;31m       \u001b[0;32mreturn\u001b[0m \u001b[0mfunc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    317\u001b[0m     return tf_decorator.make_decorator(func, new_func, 'deprecated',\n\u001b[1;32m    318\u001b[0m                                        _add_deprecated_arg_notice_to_docstring(\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mcond\u001b[0;34m(pred, true_fn, false_fn, strict, name, fn1, fn2)\u001b[0m\n\u001b[1;32m   1853\u001b[0m     \u001b[0mcontext_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mCondContext\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpred\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mpivot_1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mbranch\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1854\u001b[0m     \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mEnter\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1855\u001b[0;31m     \u001b[0morig_res_t\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mres_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1856\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0morig_res_t\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1857\u001b[0m       \u001b[0;32mraise\u001b[0m \u001b[0mValueError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"true_fn must have a return value.\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mBuildCondBranch\u001b[0;34m(self, fn)\u001b[0m\n\u001b[1;32m   1723\u001b[0m   \u001b[0;32mdef\u001b[0m \u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1724\u001b[0m     \u001b[0;34m\"\"\"Add the subgraph defined by fn() to the graph.\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1725\u001b[0;31m     \u001b[0moriginal_result\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfn\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   1726\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0moriginal_result\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1727\u001b[0m       \u001b[0;32mreturn\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mtrue_fn\u001b[0;34m()\u001b[0m\n\u001b[1;32m     77\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     78\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mtrue_fn\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---> 79\u001b[0;31m         \u001b[0;32mreturn\u001b[0m \u001b[0mrecursive_func\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minp_hidden\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0minp_state\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_accum\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_count\u001b[0m \u001b[0;34m-\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0moutput_ta_list\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0moutput_ta_list\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     80\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     81\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mfalse_fn\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<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mrecursive_func\u001b[0;34m(inp_hidden, inp_state, rec_accum, rec_count, output_ta_list)\u001b[0m\n\u001b[1;32m     85\u001b[0m         \u001b[0mtf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgreater\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mrec_count\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     86\u001b[0m         \u001b[0mtrue_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 87\u001b[0;31m         \u001b[0mfalse_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mfalse_fn\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     88\u001b[0m     )\n\u001b[1;32m     89\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/util/deprecation.pyc\u001b[0m in \u001b[0;36mnew_func\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m    314\u001b[0m                 \u001b[0;34m'in a future version'\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mdate\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m \u001b[0;32melse\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0;34m'after %s'\u001b[0m \u001b[0;34m%\u001b[0m \u001b[0mdate\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    315\u001b[0m                 instructions)\n\u001b[0;32m--> 316\u001b[0;31m       \u001b[0;32mreturn\u001b[0m \u001b[0mfunc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    317\u001b[0m     return tf_decorator.make_decorator(func, new_func, 'deprecated',\n\u001b[1;32m    318\u001b[0m                                        _add_deprecated_arg_notice_to_docstring(\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mcond\u001b[0;34m(pred, true_fn, false_fn, strict, name, fn1, fn2)\u001b[0m\n\u001b[1;32m   1853\u001b[0m     \u001b[0mcontext_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mCondContext\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpred\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mpivot_1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mbranch\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1854\u001b[0m     \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mEnter\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1855\u001b[0;31m     \u001b[0morig_res_t\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mres_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1856\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0morig_res_t\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1857\u001b[0m       \u001b[0;32mraise\u001b[0m \u001b[0mValueError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"true_fn must have a return value.\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mBuildCondBranch\u001b[0;34m(self, fn)\u001b[0m\n\u001b[1;32m   1723\u001b[0m   \u001b[0;32mdef\u001b[0m \u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1724\u001b[0m     \u001b[0;34m\"\"\"Add the subgraph defined by fn() to the graph.\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1725\u001b[0;31m     \u001b[0moriginal_result\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfn\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   1726\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0moriginal_result\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1727\u001b[0m       \u001b[0;32mreturn\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mtrue_fn\u001b[0;34m()\u001b[0m\n\u001b[1;32m     77\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     78\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mtrue_fn\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---> 79\u001b[0;31m         \u001b[0;32mreturn\u001b[0m \u001b[0mrecursive_func\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minp_hidden\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0minp_state\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_accum\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_count\u001b[0m \u001b[0;34m-\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0moutput_ta_list\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0moutput_ta_list\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     80\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     81\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mfalse_fn\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<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mrecursive_func\u001b[0;34m(inp_hidden, inp_state, rec_accum, rec_count, output_ta_list)\u001b[0m\n\u001b[1;32m     85\u001b[0m         \u001b[0mtf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgreater\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mrec_count\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     86\u001b[0m         \u001b[0mtrue_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 87\u001b[0;31m         \u001b[0mfalse_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mfalse_fn\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     88\u001b[0m     )\n\u001b[1;32m     89\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/util/deprecation.pyc\u001b[0m in \u001b[0;36mnew_func\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m    314\u001b[0m                 \u001b[0;34m'in a future version'\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mdate\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m \u001b[0;32melse\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0;34m'after %s'\u001b[0m \u001b[0;34m%\u001b[0m \u001b[0mdate\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    315\u001b[0m                 instructions)\n\u001b[0;32m--> 316\u001b[0;31m       \u001b[0;32mreturn\u001b[0m \u001b[0mfunc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    317\u001b[0m     return tf_decorator.make_decorator(func, new_func, 'deprecated',\n\u001b[1;32m    318\u001b[0m                                        _add_deprecated_arg_notice_to_docstring(\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mcond\u001b[0;34m(pred, true_fn, false_fn, strict, name, fn1, fn2)\u001b[0m\n\u001b[1;32m   1853\u001b[0m     \u001b[0mcontext_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mCondContext\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpred\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mpivot_1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mbranch\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1854\u001b[0m     \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mEnter\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1855\u001b[0;31m     \u001b[0morig_res_t\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mres_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1856\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0morig_res_t\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1857\u001b[0m       \u001b[0;32mraise\u001b[0m \u001b[0mValueError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"true_fn must have a return value.\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mBuildCondBranch\u001b[0;34m(self, fn)\u001b[0m\n\u001b[1;32m   1723\u001b[0m   \u001b[0;32mdef\u001b[0m \u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1724\u001b[0m     \u001b[0;34m\"\"\"Add the subgraph defined by fn() to the graph.\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1725\u001b[0;31m     \u001b[0moriginal_result\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfn\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   1726\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0moriginal_result\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1727\u001b[0m       \u001b[0;32mreturn\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mtrue_fn\u001b[0;34m()\u001b[0m\n\u001b[1;32m     77\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     78\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mtrue_fn\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---> 79\u001b[0;31m         \u001b[0;32mreturn\u001b[0m \u001b[0mrecursive_func\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minp_hidden\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0minp_state\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_accum\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_count\u001b[0m \u001b[0;34m-\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0moutput_ta_list\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0moutput_ta_list\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     80\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     81\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mfalse_fn\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<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mrecursive_func\u001b[0;34m(inp_hidden, inp_state, rec_accum, rec_count, output_ta_list)\u001b[0m\n\u001b[1;32m     85\u001b[0m         \u001b[0mtf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgreater\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mrec_count\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     86\u001b[0m         \u001b[0mtrue_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 87\u001b[0;31m         \u001b[0mfalse_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mfalse_fn\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     88\u001b[0m     )\n\u001b[1;32m     89\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/util/deprecation.pyc\u001b[0m in \u001b[0;36mnew_func\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m    314\u001b[0m                 \u001b[0;34m'in a future version'\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mdate\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m \u001b[0;32melse\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0;34m'after %s'\u001b[0m \u001b[0;34m%\u001b[0m \u001b[0mdate\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    315\u001b[0m                 instructions)\n\u001b[0;32m--> 316\u001b[0;31m       \u001b[0;32mreturn\u001b[0m \u001b[0mfunc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    317\u001b[0m     return tf_decorator.make_decorator(func, new_func, 'deprecated',\n\u001b[1;32m    318\u001b[0m                                        _add_deprecated_arg_notice_to_docstring(\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mcond\u001b[0;34m(pred, true_fn, false_fn, strict, name, fn1, fn2)\u001b[0m\n\u001b[1;32m   1853\u001b[0m     \u001b[0mcontext_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mCondContext\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpred\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mpivot_1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mbranch\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1854\u001b[0m     \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mEnter\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1855\u001b[0;31m     \u001b[0morig_res_t\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mres_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1856\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0morig_res_t\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1857\u001b[0m       \u001b[0;32mraise\u001b[0m \u001b[0mValueError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"true_fn must have a return value.\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mBuildCondBranch\u001b[0;34m(self, fn)\u001b[0m\n\u001b[1;32m   1723\u001b[0m   \u001b[0;32mdef\u001b[0m \u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1724\u001b[0m     \u001b[0;34m\"\"\"Add the subgraph defined by fn() to the graph.\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1725\u001b[0;31m     \u001b[0moriginal_result\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfn\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   1726\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0moriginal_result\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1727\u001b[0m       \u001b[0;32mreturn\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mtrue_fn\u001b[0;34m()\u001b[0m\n\u001b[1;32m     77\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     78\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mtrue_fn\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---> 79\u001b[0;31m         \u001b[0;32mreturn\u001b[0m \u001b[0mrecursive_func\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minp_hidden\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0minp_state\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_accum\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_count\u001b[0m \u001b[0;34m-\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0moutput_ta_list\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0moutput_ta_list\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     80\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     81\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mfalse_fn\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<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mrecursive_func\u001b[0;34m(inp_hidden, inp_state, rec_accum, rec_count, output_ta_list)\u001b[0m\n\u001b[1;32m     85\u001b[0m         \u001b[0mtf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgreater\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mrec_count\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     86\u001b[0m         \u001b[0mtrue_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 87\u001b[0;31m         \u001b[0mfalse_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mfalse_fn\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     88\u001b[0m     )\n\u001b[1;32m     89\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/util/deprecation.pyc\u001b[0m in \u001b[0;36mnew_func\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m    314\u001b[0m                 \u001b[0;34m'in a future version'\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mdate\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m \u001b[0;32melse\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0;34m'after %s'\u001b[0m \u001b[0;34m%\u001b[0m \u001b[0mdate\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    315\u001b[0m                 instructions)\n\u001b[0;32m--> 316\u001b[0;31m       \u001b[0;32mreturn\u001b[0m \u001b[0mfunc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    317\u001b[0m     return tf_decorator.make_decorator(func, new_func, 'deprecated',\n\u001b[1;32m    318\u001b[0m                                        _add_deprecated_arg_notice_to_docstring(\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mcond\u001b[0;34m(pred, true_fn, false_fn, strict, name, fn1, fn2)\u001b[0m\n\u001b[1;32m   1853\u001b[0m     \u001b[0mcontext_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mCondContext\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpred\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mpivot_1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mbranch\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1854\u001b[0m     \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mEnter\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1855\u001b[0;31m     \u001b[0morig_res_t\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mres_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1856\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0morig_res_t\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1857\u001b[0m       \u001b[0;32mraise\u001b[0m \u001b[0mValueError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"true_fn must have a return value.\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mBuildCondBranch\u001b[0;34m(self, fn)\u001b[0m\n\u001b[1;32m   1723\u001b[0m   \u001b[0;32mdef\u001b[0m \u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1724\u001b[0m     \u001b[0;34m\"\"\"Add the subgraph defined by fn() to the graph.\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1725\u001b[0;31m     \u001b[0moriginal_result\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfn\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   1726\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0moriginal_result\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1727\u001b[0m       \u001b[0;32mreturn\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mtrue_fn\u001b[0;34m()\u001b[0m\n\u001b[1;32m     77\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     78\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mtrue_fn\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---> 79\u001b[0;31m         \u001b[0;32mreturn\u001b[0m \u001b[0mrecursive_func\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minp_hidden\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0minp_state\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_accum\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_count\u001b[0m \u001b[0;34m-\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0moutput_ta_list\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0moutput_ta_list\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     80\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     81\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mfalse_fn\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<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mrecursive_func\u001b[0;34m(inp_hidden, inp_state, rec_accum, rec_count, output_ta_list)\u001b[0m\n\u001b[1;32m     85\u001b[0m         \u001b[0mtf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgreater\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mrec_count\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     86\u001b[0m         \u001b[0mtrue_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 87\u001b[0;31m         \u001b[0mfalse_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mfalse_fn\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     88\u001b[0m     )\n\u001b[1;32m     89\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/util/deprecation.pyc\u001b[0m in \u001b[0;36mnew_func\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m    314\u001b[0m                 \u001b[0;34m'in a future version'\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mdate\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m \u001b[0;32melse\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0;34m'after %s'\u001b[0m \u001b[0;34m%\u001b[0m \u001b[0mdate\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    315\u001b[0m                 instructions)\n\u001b[0;32m--> 316\u001b[0;31m       \u001b[0;32mreturn\u001b[0m \u001b[0mfunc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    317\u001b[0m     return tf_decorator.make_decorator(func, new_func, 'deprecated',\n\u001b[1;32m    318\u001b[0m                                        _add_deprecated_arg_notice_to_docstring(\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mcond\u001b[0;34m(pred, true_fn, false_fn, strict, name, fn1, fn2)\u001b[0m\n\u001b[1;32m   1853\u001b[0m     \u001b[0mcontext_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mCondContext\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpred\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mpivot_1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mbranch\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1854\u001b[0m     \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mEnter\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1855\u001b[0;31m     \u001b[0morig_res_t\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mres_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1856\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0morig_res_t\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1857\u001b[0m       \u001b[0;32mraise\u001b[0m \u001b[0mValueError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"true_fn must have a return value.\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mBuildCondBranch\u001b[0;34m(self, fn)\u001b[0m\n\u001b[1;32m   1723\u001b[0m   \u001b[0;32mdef\u001b[0m \u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1724\u001b[0m     \u001b[0;34m\"\"\"Add the subgraph defined by fn() to the graph.\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1725\u001b[0;31m     \u001b[0moriginal_result\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfn\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   1726\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0moriginal_result\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1727\u001b[0m       \u001b[0;32mreturn\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mtrue_fn\u001b[0;34m()\u001b[0m\n\u001b[1;32m     77\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     78\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mtrue_fn\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---> 79\u001b[0;31m         \u001b[0;32mreturn\u001b[0m \u001b[0mrecursive_func\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minp_hidden\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0minp_state\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_accum\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_count\u001b[0m \u001b[0;34m-\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0moutput_ta_list\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0moutput_ta_list\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     80\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     81\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mfalse_fn\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<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mrecursive_func\u001b[0;34m(inp_hidden, inp_state, rec_accum, rec_count, output_ta_list)\u001b[0m\n\u001b[1;32m     85\u001b[0m         \u001b[0mtf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgreater\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mrec_count\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     86\u001b[0m         \u001b[0mtrue_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 87\u001b[0;31m         \u001b[0mfalse_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mfalse_fn\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     88\u001b[0m     )\n\u001b[1;32m     89\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/util/deprecation.pyc\u001b[0m in \u001b[0;36mnew_func\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m    314\u001b[0m                 \u001b[0;34m'in a future version'\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mdate\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m \u001b[0;32melse\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0;34m'after %s'\u001b[0m \u001b[0;34m%\u001b[0m \u001b[0mdate\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    315\u001b[0m                 instructions)\n\u001b[0;32m--> 316\u001b[0;31m       \u001b[0;32mreturn\u001b[0m \u001b[0mfunc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    317\u001b[0m     return tf_decorator.make_decorator(func, new_func, 'deprecated',\n\u001b[1;32m    318\u001b[0m                                        _add_deprecated_arg_notice_to_docstring(\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mcond\u001b[0;34m(pred, true_fn, false_fn, strict, name, fn1, fn2)\u001b[0m\n\u001b[1;32m   1853\u001b[0m     \u001b[0mcontext_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mCondContext\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpred\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mpivot_1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mbranch\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1854\u001b[0m     \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mEnter\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1855\u001b[0;31m     \u001b[0morig_res_t\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mres_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1856\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0morig_res_t\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1857\u001b[0m       \u001b[0;32mraise\u001b[0m \u001b[0mValueError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"true_fn must have a return value.\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mBuildCondBranch\u001b[0;34m(self, fn)\u001b[0m\n\u001b[1;32m   1723\u001b[0m   \u001b[0;32mdef\u001b[0m \u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1724\u001b[0m     \u001b[0;34m\"\"\"Add the subgraph defined by fn() to the graph.\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1725\u001b[0;31m     \u001b[0moriginal_result\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfn\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   1726\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0moriginal_result\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1727\u001b[0m       \u001b[0;32mreturn\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mtrue_fn\u001b[0;34m()\u001b[0m\n\u001b[1;32m     77\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     78\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mtrue_fn\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---> 79\u001b[0;31m         \u001b[0;32mreturn\u001b[0m \u001b[0mrecursive_func\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minp_hidden\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0minp_state\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_accum\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_count\u001b[0m \u001b[0;34m-\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0moutput_ta_list\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0moutput_ta_list\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     80\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     81\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mfalse_fn\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<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mrecursive_func\u001b[0;34m(inp_hidden, inp_state, rec_accum, rec_count, output_ta_list)\u001b[0m\n\u001b[1;32m     85\u001b[0m         \u001b[0mtf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgreater\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mrec_count\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     86\u001b[0m         \u001b[0mtrue_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 87\u001b[0;31m         \u001b[0mfalse_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mfalse_fn\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     88\u001b[0m     )\n\u001b[1;32m     89\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/util/deprecation.pyc\u001b[0m in \u001b[0;36mnew_func\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m    314\u001b[0m                 \u001b[0;34m'in a future version'\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mdate\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m \u001b[0;32melse\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0;34m'after %s'\u001b[0m \u001b[0;34m%\u001b[0m \u001b[0mdate\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    315\u001b[0m                 instructions)\n\u001b[0;32m--> 316\u001b[0;31m       \u001b[0;32mreturn\u001b[0m \u001b[0mfunc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    317\u001b[0m     return tf_decorator.make_decorator(func, new_func, 'deprecated',\n\u001b[1;32m    318\u001b[0m                                        _add_deprecated_arg_notice_to_docstring(\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mcond\u001b[0;34m(pred, true_fn, false_fn, strict, name, fn1, fn2)\u001b[0m\n\u001b[1;32m   1853\u001b[0m     \u001b[0mcontext_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mCondContext\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpred\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mpivot_1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mbranch\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1854\u001b[0m     \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mEnter\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1855\u001b[0;31m     \u001b[0morig_res_t\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mres_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1856\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0morig_res_t\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1857\u001b[0m       \u001b[0;32mraise\u001b[0m \u001b[0mValueError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"true_fn must have a return value.\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mBuildCondBranch\u001b[0;34m(self, fn)\u001b[0m\n\u001b[1;32m   1723\u001b[0m   \u001b[0;32mdef\u001b[0m \u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1724\u001b[0m     \u001b[0;34m\"\"\"Add the subgraph defined by fn() to the graph.\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1725\u001b[0;31m     \u001b[0moriginal_result\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfn\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   1726\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0moriginal_result\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1727\u001b[0m       \u001b[0;32mreturn\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mtrue_fn\u001b[0;34m()\u001b[0m\n\u001b[1;32m     77\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     78\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mtrue_fn\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---> 79\u001b[0;31m         \u001b[0;32mreturn\u001b[0m \u001b[0mrecursive_func\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minp_hidden\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0minp_state\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_accum\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_count\u001b[0m \u001b[0;34m-\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0moutput_ta_list\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0moutput_ta_list\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     80\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     81\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mfalse_fn\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<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mrecursive_func\u001b[0;34m(inp_hidden, inp_state, rec_accum, rec_count, output_ta_list)\u001b[0m\n\u001b[1;32m     85\u001b[0m         \u001b[0mtf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgreater\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mrec_count\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     86\u001b[0m         \u001b[0mtrue_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 87\u001b[0;31m         \u001b[0mfalse_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mfalse_fn\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     88\u001b[0m     )\n\u001b[1;32m     89\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/util/deprecation.pyc\u001b[0m in \u001b[0;36mnew_func\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m    314\u001b[0m                 \u001b[0;34m'in a future version'\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mdate\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m \u001b[0;32melse\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0;34m'after %s'\u001b[0m \u001b[0;34m%\u001b[0m \u001b[0mdate\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    315\u001b[0m                 instructions)\n\u001b[0;32m--> 316\u001b[0;31m       \u001b[0;32mreturn\u001b[0m \u001b[0mfunc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    317\u001b[0m     return tf_decorator.make_decorator(func, new_func, 'deprecated',\n\u001b[1;32m    318\u001b[0m                                        _add_deprecated_arg_notice_to_docstring(\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mcond\u001b[0;34m(pred, true_fn, false_fn, strict, name, fn1, fn2)\u001b[0m\n\u001b[1;32m   1853\u001b[0m     \u001b[0mcontext_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mCondContext\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpred\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mpivot_1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mbranch\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1854\u001b[0m     \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mEnter\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1855\u001b[0;31m     \u001b[0morig_res_t\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mres_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1856\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0morig_res_t\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1857\u001b[0m       \u001b[0;32mraise\u001b[0m \u001b[0mValueError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"true_fn must have a return value.\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mBuildCondBranch\u001b[0;34m(self, fn)\u001b[0m\n\u001b[1;32m   1723\u001b[0m   \u001b[0;32mdef\u001b[0m \u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1724\u001b[0m     \u001b[0;34m\"\"\"Add the subgraph defined by fn() to the graph.\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1725\u001b[0;31m     \u001b[0moriginal_result\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfn\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   1726\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0moriginal_result\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1727\u001b[0m       \u001b[0;32mreturn\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mtrue_fn\u001b[0;34m()\u001b[0m\n\u001b[1;32m     77\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     78\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mtrue_fn\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---> 79\u001b[0;31m         \u001b[0;32mreturn\u001b[0m \u001b[0mrecursive_func\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minp_hidden\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0minp_state\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_accum\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_count\u001b[0m \u001b[0;34m-\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0moutput_ta_list\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0moutput_ta_list\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     80\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     81\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mfalse_fn\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<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mrecursive_func\u001b[0;34m(inp_hidden, inp_state, rec_accum, rec_count, output_ta_list)\u001b[0m\n\u001b[1;32m     85\u001b[0m         \u001b[0mtf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgreater\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mrec_count\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     86\u001b[0m         \u001b[0mtrue_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 87\u001b[0;31m         \u001b[0mfalse_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mfalse_fn\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     88\u001b[0m     )\n\u001b[1;32m     89\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/util/deprecation.pyc\u001b[0m in \u001b[0;36mnew_func\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m    314\u001b[0m                 \u001b[0;34m'in a future version'\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mdate\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m \u001b[0;32melse\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0;34m'after %s'\u001b[0m \u001b[0;34m%\u001b[0m \u001b[0mdate\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    315\u001b[0m                 instructions)\n\u001b[0;32m--> 316\u001b[0;31m       \u001b[0;32mreturn\u001b[0m \u001b[0mfunc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    317\u001b[0m     return tf_decorator.make_decorator(func, new_func, 'deprecated',\n\u001b[1;32m    318\u001b[0m                                        _add_deprecated_arg_notice_to_docstring(\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mcond\u001b[0;34m(pred, true_fn, false_fn, strict, name, fn1, fn2)\u001b[0m\n\u001b[1;32m   1853\u001b[0m     \u001b[0mcontext_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mCondContext\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpred\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mpivot_1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mbranch\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1854\u001b[0m     \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mEnter\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1855\u001b[0;31m     \u001b[0morig_res_t\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mres_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1856\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0morig_res_t\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1857\u001b[0m       \u001b[0;32mraise\u001b[0m \u001b[0mValueError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"true_fn must have a return value.\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mBuildCondBranch\u001b[0;34m(self, fn)\u001b[0m\n\u001b[1;32m   1723\u001b[0m   \u001b[0;32mdef\u001b[0m \u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1724\u001b[0m     \u001b[0;34m\"\"\"Add the subgraph defined by fn() to the graph.\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1725\u001b[0;31m     \u001b[0moriginal_result\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfn\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   1726\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0moriginal_result\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1727\u001b[0m       \u001b[0;32mreturn\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mtrue_fn\u001b[0;34m()\u001b[0m\n\u001b[1;32m     77\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     78\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mtrue_fn\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---> 79\u001b[0;31m         \u001b[0;32mreturn\u001b[0m \u001b[0mrecursive_func\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minp_hidden\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0minp_state\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_accum\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_count\u001b[0m \u001b[0;34m-\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0moutput_ta_list\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0moutput_ta_list\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     80\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     81\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mfalse_fn\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<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mrecursive_func\u001b[0;34m(inp_hidden, inp_state, rec_accum, rec_count, output_ta_list)\u001b[0m\n\u001b[1;32m     85\u001b[0m         \u001b[0mtf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgreater\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mrec_count\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     86\u001b[0m         \u001b[0mtrue_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 87\u001b[0;31m         \u001b[0mfalse_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mfalse_fn\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     88\u001b[0m     )\n\u001b[1;32m     89\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/util/deprecation.pyc\u001b[0m in \u001b[0;36mnew_func\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m    314\u001b[0m                 \u001b[0;34m'in a future version'\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mdate\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m \u001b[0;32melse\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0;34m'after %s'\u001b[0m \u001b[0;34m%\u001b[0m \u001b[0mdate\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    315\u001b[0m                 instructions)\n\u001b[0;32m--> 316\u001b[0;31m       \u001b[0;32mreturn\u001b[0m \u001b[0mfunc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    317\u001b[0m     return tf_decorator.make_decorator(func, new_func, 'deprecated',\n\u001b[1;32m    318\u001b[0m                                        _add_deprecated_arg_notice_to_docstring(\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mcond\u001b[0;34m(pred, true_fn, false_fn, strict, name, fn1, fn2)\u001b[0m\n\u001b[1;32m   1853\u001b[0m     \u001b[0mcontext_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mCondContext\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpred\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mpivot_1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mbranch\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1854\u001b[0m     \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mEnter\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1855\u001b[0;31m     \u001b[0morig_res_t\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mres_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1856\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0morig_res_t\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1857\u001b[0m       \u001b[0;32mraise\u001b[0m \u001b[0mValueError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"true_fn must have a return value.\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mBuildCondBranch\u001b[0;34m(self, fn)\u001b[0m\n\u001b[1;32m   1723\u001b[0m   \u001b[0;32mdef\u001b[0m \u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1724\u001b[0m     \u001b[0;34m\"\"\"Add the subgraph defined by fn() to the graph.\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1725\u001b[0;31m     \u001b[0moriginal_result\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfn\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   1726\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0moriginal_result\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1727\u001b[0m       \u001b[0;32mreturn\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mtrue_fn\u001b[0;34m()\u001b[0m\n\u001b[1;32m     77\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     78\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mtrue_fn\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---> 79\u001b[0;31m         \u001b[0;32mreturn\u001b[0m \u001b[0mrecursive_func\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minp_hidden\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0minp_state\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_accum\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_count\u001b[0m \u001b[0;34m-\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0moutput_ta_list\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0moutput_ta_list\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     80\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     81\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mfalse_fn\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<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mrecursive_func\u001b[0;34m(inp_hidden, inp_state, rec_accum, rec_count, output_ta_list)\u001b[0m\n\u001b[1;32m     85\u001b[0m         \u001b[0mtf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgreater\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mrec_count\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     86\u001b[0m         \u001b[0mtrue_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 87\u001b[0;31m         \u001b[0mfalse_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mfalse_fn\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     88\u001b[0m     )\n\u001b[1;32m     89\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/util/deprecation.pyc\u001b[0m in \u001b[0;36mnew_func\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m    314\u001b[0m                 \u001b[0;34m'in a future version'\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mdate\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m \u001b[0;32melse\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0;34m'after %s'\u001b[0m \u001b[0;34m%\u001b[0m \u001b[0mdate\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    315\u001b[0m                 instructions)\n\u001b[0;32m--> 316\u001b[0;31m       \u001b[0;32mreturn\u001b[0m \u001b[0mfunc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    317\u001b[0m     return tf_decorator.make_decorator(func, new_func, 'deprecated',\n\u001b[1;32m    318\u001b[0m                                        _add_deprecated_arg_notice_to_docstring(\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mcond\u001b[0;34m(pred, true_fn, false_fn, strict, name, fn1, fn2)\u001b[0m\n\u001b[1;32m   1853\u001b[0m     \u001b[0mcontext_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mCondContext\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpred\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mpivot_1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mbranch\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1854\u001b[0m     \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mEnter\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1855\u001b[0;31m     \u001b[0morig_res_t\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mres_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1856\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0morig_res_t\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1857\u001b[0m       \u001b[0;32mraise\u001b[0m \u001b[0mValueError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"true_fn must have a return value.\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mBuildCondBranch\u001b[0;34m(self, fn)\u001b[0m\n\u001b[1;32m   1723\u001b[0m   \u001b[0;32mdef\u001b[0m \u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1724\u001b[0m     \u001b[0;34m\"\"\"Add the subgraph defined by fn() to the graph.\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1725\u001b[0;31m     \u001b[0moriginal_result\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfn\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   1726\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0moriginal_result\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1727\u001b[0m       \u001b[0;32mreturn\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mtrue_fn\u001b[0;34m()\u001b[0m\n\u001b[1;32m     77\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     78\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mtrue_fn\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---> 79\u001b[0;31m         \u001b[0;32mreturn\u001b[0m \u001b[0mrecursive_func\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minp_hidden\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0minp_state\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_accum\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_count\u001b[0m \u001b[0;34m-\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0moutput_ta_list\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0moutput_ta_list\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     80\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     81\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mfalse_fn\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<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mrecursive_func\u001b[0;34m(inp_hidden, inp_state, rec_accum, rec_count, output_ta_list)\u001b[0m\n\u001b[1;32m     85\u001b[0m         \u001b[0mtf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgreater\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mrec_count\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     86\u001b[0m         \u001b[0mtrue_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 87\u001b[0;31m         \u001b[0mfalse_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mfalse_fn\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     88\u001b[0m     )\n\u001b[1;32m     89\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/util/deprecation.pyc\u001b[0m in \u001b[0;36mnew_func\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m    314\u001b[0m                 \u001b[0;34m'in a future version'\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mdate\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m \u001b[0;32melse\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0;34m'after %s'\u001b[0m \u001b[0;34m%\u001b[0m \u001b[0mdate\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    315\u001b[0m                 instructions)\n\u001b[0;32m--> 316\u001b[0;31m       \u001b[0;32mreturn\u001b[0m \u001b[0mfunc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    317\u001b[0m     return tf_decorator.make_decorator(func, new_func, 'deprecated',\n\u001b[1;32m    318\u001b[0m                                        _add_deprecated_arg_notice_to_docstring(\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mcond\u001b[0;34m(pred, true_fn, false_fn, strict, name, fn1, fn2)\u001b[0m\n\u001b[1;32m   1853\u001b[0m     \u001b[0mcontext_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mCondContext\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpred\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mpivot_1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mbranch\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1854\u001b[0m     \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mEnter\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1855\u001b[0;31m     \u001b[0morig_res_t\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mres_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1856\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0morig_res_t\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1857\u001b[0m       \u001b[0;32mraise\u001b[0m \u001b[0mValueError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"true_fn must have a return value.\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mBuildCondBranch\u001b[0;34m(self, fn)\u001b[0m\n\u001b[1;32m   1723\u001b[0m   \u001b[0;32mdef\u001b[0m \u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1724\u001b[0m     \u001b[0;34m\"\"\"Add the subgraph defined by fn() to the graph.\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1725\u001b[0;31m     \u001b[0moriginal_result\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfn\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   1726\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0moriginal_result\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1727\u001b[0m       \u001b[0;32mreturn\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mtrue_fn\u001b[0;34m()\u001b[0m\n\u001b[1;32m     77\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     78\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mtrue_fn\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---> 79\u001b[0;31m         \u001b[0;32mreturn\u001b[0m \u001b[0mrecursive_func\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minp_hidden\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0minp_state\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_accum\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_count\u001b[0m \u001b[0;34m-\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0moutput_ta_list\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0moutput_ta_list\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     80\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     81\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mfalse_fn\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<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mrecursive_func\u001b[0;34m(inp_hidden, inp_state, rec_accum, rec_count, output_ta_list)\u001b[0m\n\u001b[1;32m     85\u001b[0m         \u001b[0mtf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgreater\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mrec_count\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     86\u001b[0m         \u001b[0mtrue_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 87\u001b[0;31m         \u001b[0mfalse_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mfalse_fn\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     88\u001b[0m     )\n\u001b[1;32m     89\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/util/deprecation.pyc\u001b[0m in \u001b[0;36mnew_func\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m    314\u001b[0m                 \u001b[0;34m'in a future version'\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mdate\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m \u001b[0;32melse\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0;34m'after %s'\u001b[0m \u001b[0;34m%\u001b[0m \u001b[0mdate\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    315\u001b[0m                 instructions)\n\u001b[0;32m--> 316\u001b[0;31m       \u001b[0;32mreturn\u001b[0m \u001b[0mfunc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    317\u001b[0m     return tf_decorator.make_decorator(func, new_func, 'deprecated',\n\u001b[1;32m    318\u001b[0m                                        _add_deprecated_arg_notice_to_docstring(\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mcond\u001b[0;34m(pred, true_fn, false_fn, strict, name, fn1, fn2)\u001b[0m\n\u001b[1;32m   1853\u001b[0m     \u001b[0mcontext_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mCondContext\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpred\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mpivot_1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mbranch\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1854\u001b[0m     \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mEnter\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1855\u001b[0;31m     \u001b[0morig_res_t\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mres_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1856\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0morig_res_t\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1857\u001b[0m       \u001b[0;32mraise\u001b[0m \u001b[0mValueError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"true_fn must have a return value.\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mBuildCondBranch\u001b[0;34m(self, fn)\u001b[0m\n\u001b[1;32m   1723\u001b[0m   \u001b[0;32mdef\u001b[0m \u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1724\u001b[0m     \u001b[0;34m\"\"\"Add the subgraph defined by fn() to the graph.\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1725\u001b[0;31m     \u001b[0moriginal_result\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfn\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   1726\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0moriginal_result\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1727\u001b[0m       \u001b[0;32mreturn\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mtrue_fn\u001b[0;34m()\u001b[0m\n\u001b[1;32m     77\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     78\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mtrue_fn\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---> 79\u001b[0;31m         \u001b[0;32mreturn\u001b[0m \u001b[0mrecursive_func\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minp_hidden\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0minp_state\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_accum\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_count\u001b[0m \u001b[0;34m-\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0moutput_ta_list\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0moutput_ta_list\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     80\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     81\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mfalse_fn\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<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mrecursive_func\u001b[0;34m(inp_hidden, inp_state, rec_accum, rec_count, output_ta_list)\u001b[0m\n\u001b[1;32m     85\u001b[0m         \u001b[0mtf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgreater\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mrec_count\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     86\u001b[0m         \u001b[0mtrue_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 87\u001b[0;31m         \u001b[0mfalse_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mfalse_fn\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     88\u001b[0m     )\n\u001b[1;32m     89\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/util/deprecation.pyc\u001b[0m in \u001b[0;36mnew_func\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m    314\u001b[0m                 \u001b[0;34m'in a future version'\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mdate\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m \u001b[0;32melse\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0;34m'after %s'\u001b[0m \u001b[0;34m%\u001b[0m \u001b[0mdate\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    315\u001b[0m                 instructions)\n\u001b[0;32m--> 316\u001b[0;31m       \u001b[0;32mreturn\u001b[0m \u001b[0mfunc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    317\u001b[0m     return tf_decorator.make_decorator(func, new_func, 'deprecated',\n\u001b[1;32m    318\u001b[0m                                        _add_deprecated_arg_notice_to_docstring(\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mcond\u001b[0;34m(pred, true_fn, false_fn, strict, name, fn1, fn2)\u001b[0m\n\u001b[1;32m   1853\u001b[0m     \u001b[0mcontext_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mCondContext\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpred\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mpivot_1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mbranch\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1854\u001b[0m     \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mEnter\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1855\u001b[0;31m     \u001b[0morig_res_t\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mres_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1856\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0morig_res_t\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1857\u001b[0m       \u001b[0;32mraise\u001b[0m \u001b[0mValueError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"true_fn must have a return value.\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mBuildCondBranch\u001b[0;34m(self, fn)\u001b[0m\n\u001b[1;32m   1723\u001b[0m   \u001b[0;32mdef\u001b[0m \u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1724\u001b[0m     \u001b[0;34m\"\"\"Add the subgraph defined by fn() to the graph.\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1725\u001b[0;31m     \u001b[0moriginal_result\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfn\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   1726\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0moriginal_result\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1727\u001b[0m       \u001b[0;32mreturn\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mtrue_fn\u001b[0;34m()\u001b[0m\n\u001b[1;32m     77\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     78\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mtrue_fn\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---> 79\u001b[0;31m         \u001b[0;32mreturn\u001b[0m \u001b[0mrecursive_func\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minp_hidden\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0minp_state\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_accum\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_count\u001b[0m \u001b[0;34m-\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0moutput_ta_list\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0moutput_ta_list\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     80\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     81\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mfalse_fn\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<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mrecursive_func\u001b[0;34m(inp_hidden, inp_state, rec_accum, rec_count, output_ta_list)\u001b[0m\n\u001b[1;32m     85\u001b[0m         \u001b[0mtf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgreater\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mrec_count\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     86\u001b[0m         \u001b[0mtrue_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 87\u001b[0;31m         \u001b[0mfalse_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mfalse_fn\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     88\u001b[0m     )\n\u001b[1;32m     89\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/util/deprecation.pyc\u001b[0m in \u001b[0;36mnew_func\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m    314\u001b[0m                 \u001b[0;34m'in a future version'\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mdate\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m \u001b[0;32melse\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0;34m'after %s'\u001b[0m \u001b[0;34m%\u001b[0m \u001b[0mdate\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    315\u001b[0m                 instructions)\n\u001b[0;32m--> 316\u001b[0;31m       \u001b[0;32mreturn\u001b[0m \u001b[0mfunc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    317\u001b[0m     return tf_decorator.make_decorator(func, new_func, 'deprecated',\n\u001b[1;32m    318\u001b[0m                                        _add_deprecated_arg_notice_to_docstring(\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mcond\u001b[0;34m(pred, true_fn, false_fn, strict, name, fn1, fn2)\u001b[0m\n\u001b[1;32m   1853\u001b[0m     \u001b[0mcontext_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mCondContext\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpred\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mpivot_1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mbranch\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1854\u001b[0m     \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mEnter\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1855\u001b[0;31m     \u001b[0morig_res_t\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mres_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1856\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0morig_res_t\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1857\u001b[0m       \u001b[0;32mraise\u001b[0m \u001b[0mValueError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"true_fn must have a return value.\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mBuildCondBranch\u001b[0;34m(self, fn)\u001b[0m\n\u001b[1;32m   1723\u001b[0m   \u001b[0;32mdef\u001b[0m \u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1724\u001b[0m     \u001b[0;34m\"\"\"Add the subgraph defined by fn() to the graph.\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1725\u001b[0;31m     \u001b[0moriginal_result\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfn\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   1726\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0moriginal_result\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1727\u001b[0m       \u001b[0;32mreturn\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mtrue_fn\u001b[0;34m()\u001b[0m\n\u001b[1;32m     77\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     78\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mtrue_fn\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---> 79\u001b[0;31m         \u001b[0;32mreturn\u001b[0m \u001b[0mrecursive_func\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minp_hidden\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0minp_state\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_accum\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_count\u001b[0m \u001b[0;34m-\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0moutput_ta_list\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0moutput_ta_list\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     80\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     81\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mfalse_fn\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<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mrecursive_func\u001b[0;34m(inp_hidden, inp_state, rec_accum, rec_count, output_ta_list)\u001b[0m\n\u001b[1;32m     85\u001b[0m         \u001b[0mtf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgreater\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mrec_count\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     86\u001b[0m         \u001b[0mtrue_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 87\u001b[0;31m         \u001b[0mfalse_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mfalse_fn\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     88\u001b[0m     )\n\u001b[1;32m     89\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/util/deprecation.pyc\u001b[0m in \u001b[0;36mnew_func\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m    314\u001b[0m                 \u001b[0;34m'in a future version'\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mdate\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m \u001b[0;32melse\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0;34m'after %s'\u001b[0m \u001b[0;34m%\u001b[0m \u001b[0mdate\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    315\u001b[0m                 instructions)\n\u001b[0;32m--> 316\u001b[0;31m       \u001b[0;32mreturn\u001b[0m \u001b[0mfunc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    317\u001b[0m     return tf_decorator.make_decorator(func, new_func, 'deprecated',\n\u001b[1;32m    318\u001b[0m                                        _add_deprecated_arg_notice_to_docstring(\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mcond\u001b[0;34m(pred, true_fn, false_fn, strict, name, fn1, fn2)\u001b[0m\n\u001b[1;32m   1853\u001b[0m     \u001b[0mcontext_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mCondContext\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpred\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mpivot_1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mbranch\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1854\u001b[0m     \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mEnter\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1855\u001b[0;31m     \u001b[0morig_res_t\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mres_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1856\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0morig_res_t\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1857\u001b[0m       \u001b[0;32mraise\u001b[0m \u001b[0mValueError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"true_fn must have a return value.\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mBuildCondBranch\u001b[0;34m(self, fn)\u001b[0m\n\u001b[1;32m   1723\u001b[0m   \u001b[0;32mdef\u001b[0m \u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1724\u001b[0m     \u001b[0;34m\"\"\"Add the subgraph defined by fn() to the graph.\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1725\u001b[0;31m     \u001b[0moriginal_result\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfn\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   1726\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0moriginal_result\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1727\u001b[0m       \u001b[0;32mreturn\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mtrue_fn\u001b[0;34m()\u001b[0m\n\u001b[1;32m     77\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     78\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mtrue_fn\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---> 79\u001b[0;31m         \u001b[0;32mreturn\u001b[0m \u001b[0mrecursive_func\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minp_hidden\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0minp_state\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_accum\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_count\u001b[0m \u001b[0;34m-\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0moutput_ta_list\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0moutput_ta_list\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     80\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     81\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mfalse_fn\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<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mrecursive_func\u001b[0;34m(inp_hidden, inp_state, rec_accum, rec_count, output_ta_list)\u001b[0m\n\u001b[1;32m     85\u001b[0m         \u001b[0mtf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgreater\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mrec_count\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     86\u001b[0m         \u001b[0mtrue_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 87\u001b[0;31m         \u001b[0mfalse_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mfalse_fn\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     88\u001b[0m     )\n\u001b[1;32m     89\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/util/deprecation.pyc\u001b[0m in \u001b[0;36mnew_func\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m    314\u001b[0m                 \u001b[0;34m'in a future version'\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mdate\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m \u001b[0;32melse\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0;34m'after %s'\u001b[0m \u001b[0;34m%\u001b[0m \u001b[0mdate\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    315\u001b[0m                 instructions)\n\u001b[0;32m--> 316\u001b[0;31m       \u001b[0;32mreturn\u001b[0m \u001b[0mfunc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    317\u001b[0m     return tf_decorator.make_decorator(func, new_func, 'deprecated',\n\u001b[1;32m    318\u001b[0m                                        _add_deprecated_arg_notice_to_docstring(\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mcond\u001b[0;34m(pred, true_fn, false_fn, strict, name, fn1, fn2)\u001b[0m\n\u001b[1;32m   1853\u001b[0m     \u001b[0mcontext_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mCondContext\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpred\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mpivot_1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mbranch\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1854\u001b[0m     \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mEnter\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1855\u001b[0;31m     \u001b[0morig_res_t\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mres_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1856\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0morig_res_t\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1857\u001b[0m       \u001b[0;32mraise\u001b[0m \u001b[0mValueError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"true_fn must have a return value.\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mBuildCondBranch\u001b[0;34m(self, fn)\u001b[0m\n\u001b[1;32m   1723\u001b[0m   \u001b[0;32mdef\u001b[0m \u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1724\u001b[0m     \u001b[0;34m\"\"\"Add the subgraph defined by fn() to the graph.\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1725\u001b[0;31m     \u001b[0moriginal_result\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfn\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   1726\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0moriginal_result\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1727\u001b[0m       \u001b[0;32mreturn\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mtrue_fn\u001b[0;34m()\u001b[0m\n\u001b[1;32m     77\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     78\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mtrue_fn\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---> 79\u001b[0;31m         \u001b[0;32mreturn\u001b[0m \u001b[0mrecursive_func\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minp_hidden\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0minp_state\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_accum\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_count\u001b[0m \u001b[0;34m-\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0moutput_ta_list\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0moutput_ta_list\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     80\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     81\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mfalse_fn\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<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mrecursive_func\u001b[0;34m(inp_hidden, inp_state, rec_accum, rec_count, output_ta_list)\u001b[0m\n\u001b[1;32m     85\u001b[0m         \u001b[0mtf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgreater\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mrec_count\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     86\u001b[0m         \u001b[0mtrue_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 87\u001b[0;31m         \u001b[0mfalse_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mfalse_fn\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     88\u001b[0m     )\n\u001b[1;32m     89\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/util/deprecation.pyc\u001b[0m in \u001b[0;36mnew_func\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m    314\u001b[0m                 \u001b[0;34m'in a future version'\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mdate\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m \u001b[0;32melse\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0;34m'after %s'\u001b[0m \u001b[0;34m%\u001b[0m \u001b[0mdate\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    315\u001b[0m                 instructions)\n\u001b[0;32m--> 316\u001b[0;31m       \u001b[0;32mreturn\u001b[0m \u001b[0mfunc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    317\u001b[0m     return tf_decorator.make_decorator(func, new_func, 'deprecated',\n\u001b[1;32m    318\u001b[0m                                        _add_deprecated_arg_notice_to_docstring(\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mcond\u001b[0;34m(pred, true_fn, false_fn, strict, name, fn1, fn2)\u001b[0m\n\u001b[1;32m   1853\u001b[0m     \u001b[0mcontext_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mCondContext\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpred\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mpivot_1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mbranch\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1854\u001b[0m     \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mEnter\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1855\u001b[0;31m     \u001b[0morig_res_t\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mres_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1856\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0morig_res_t\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1857\u001b[0m       \u001b[0;32mraise\u001b[0m \u001b[0mValueError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"true_fn must have a return value.\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mBuildCondBranch\u001b[0;34m(self, fn)\u001b[0m\n\u001b[1;32m   1723\u001b[0m   \u001b[0;32mdef\u001b[0m \u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1724\u001b[0m     \u001b[0;34m\"\"\"Add the subgraph defined by fn() to the graph.\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1725\u001b[0;31m     \u001b[0moriginal_result\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfn\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   1726\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0moriginal_result\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1727\u001b[0m       \u001b[0;32mreturn\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mtrue_fn\u001b[0;34m()\u001b[0m\n\u001b[1;32m     77\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     78\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mtrue_fn\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---> 79\u001b[0;31m         \u001b[0;32mreturn\u001b[0m \u001b[0mrecursive_func\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minp_hidden\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0minp_state\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_accum\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_count\u001b[0m \u001b[0;34m-\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0moutput_ta_list\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0moutput_ta_list\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     80\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     81\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mfalse_fn\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<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mrecursive_func\u001b[0;34m(inp_hidden, inp_state, rec_accum, rec_count, output_ta_list)\u001b[0m\n\u001b[1;32m     85\u001b[0m         \u001b[0mtf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgreater\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mrec_count\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     86\u001b[0m         \u001b[0mtrue_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 87\u001b[0;31m         \u001b[0mfalse_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mfalse_fn\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     88\u001b[0m     )\n\u001b[1;32m     89\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/util/deprecation.pyc\u001b[0m in \u001b[0;36mnew_func\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m    314\u001b[0m                 \u001b[0;34m'in a future version'\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mdate\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m \u001b[0;32melse\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0;34m'after %s'\u001b[0m \u001b[0;34m%\u001b[0m \u001b[0mdate\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    315\u001b[0m                 instructions)\n\u001b[0;32m--> 316\u001b[0;31m       \u001b[0;32mreturn\u001b[0m \u001b[0mfunc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    317\u001b[0m     return tf_decorator.make_decorator(func, new_func, 'deprecated',\n\u001b[1;32m    318\u001b[0m                                        _add_deprecated_arg_notice_to_docstring(\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mcond\u001b[0;34m(pred, true_fn, false_fn, strict, name, fn1, fn2)\u001b[0m\n\u001b[1;32m   1853\u001b[0m     \u001b[0mcontext_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mCondContext\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpred\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mpivot_1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mbranch\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1854\u001b[0m     \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mEnter\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1855\u001b[0;31m     \u001b[0morig_res_t\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mres_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1856\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0morig_res_t\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1857\u001b[0m       \u001b[0;32mraise\u001b[0m \u001b[0mValueError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"true_fn must have a return value.\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mBuildCondBranch\u001b[0;34m(self, fn)\u001b[0m\n\u001b[1;32m   1723\u001b[0m   \u001b[0;32mdef\u001b[0m \u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1724\u001b[0m     \u001b[0;34m\"\"\"Add the subgraph defined by fn() to the graph.\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1725\u001b[0;31m     \u001b[0moriginal_result\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfn\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   1726\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0moriginal_result\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1727\u001b[0m       \u001b[0;32mreturn\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mtrue_fn\u001b[0;34m()\u001b[0m\n\u001b[1;32m     77\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     78\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mtrue_fn\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---> 79\u001b[0;31m         \u001b[0;32mreturn\u001b[0m \u001b[0mrecursive_func\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minp_hidden\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0minp_state\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_accum\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_count\u001b[0m \u001b[0;34m-\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0moutput_ta_list\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0moutput_ta_list\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     80\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     81\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mfalse_fn\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<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mrecursive_func\u001b[0;34m(inp_hidden, inp_state, rec_accum, rec_count, output_ta_list)\u001b[0m\n\u001b[1;32m     85\u001b[0m         \u001b[0mtf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgreater\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mrec_count\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     86\u001b[0m         \u001b[0mtrue_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 87\u001b[0;31m         \u001b[0mfalse_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mfalse_fn\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     88\u001b[0m     )\n\u001b[1;32m     89\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/util/deprecation.pyc\u001b[0m in \u001b[0;36mnew_func\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m    314\u001b[0m                 \u001b[0;34m'in a future version'\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mdate\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m \u001b[0;32melse\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0;34m'after %s'\u001b[0m \u001b[0;34m%\u001b[0m \u001b[0mdate\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    315\u001b[0m                 instructions)\n\u001b[0;32m--> 316\u001b[0;31m       \u001b[0;32mreturn\u001b[0m \u001b[0mfunc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    317\u001b[0m     return tf_decorator.make_decorator(func, new_func, 'deprecated',\n\u001b[1;32m    318\u001b[0m                                        _add_deprecated_arg_notice_to_docstring(\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mcond\u001b[0;34m(pred, true_fn, false_fn, strict, name, fn1, fn2)\u001b[0m\n\u001b[1;32m   1853\u001b[0m     \u001b[0mcontext_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mCondContext\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpred\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mpivot_1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mbranch\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1854\u001b[0m     \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mEnter\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1855\u001b[0;31m     \u001b[0morig_res_t\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mres_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1856\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0morig_res_t\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1857\u001b[0m       \u001b[0;32mraise\u001b[0m \u001b[0mValueError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"true_fn must have a return value.\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mBuildCondBranch\u001b[0;34m(self, fn)\u001b[0m\n\u001b[1;32m   1723\u001b[0m   \u001b[0;32mdef\u001b[0m \u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1724\u001b[0m     \u001b[0;34m\"\"\"Add the subgraph defined by fn() to the graph.\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1725\u001b[0;31m     \u001b[0moriginal_result\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfn\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   1726\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0moriginal_result\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1727\u001b[0m       \u001b[0;32mreturn\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mtrue_fn\u001b[0;34m()\u001b[0m\n\u001b[1;32m     77\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     78\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mtrue_fn\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---> 79\u001b[0;31m         \u001b[0;32mreturn\u001b[0m \u001b[0mrecursive_func\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minp_hidden\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0minp_state\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_accum\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_count\u001b[0m \u001b[0;34m-\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0moutput_ta_list\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0moutput_ta_list\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     80\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     81\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mfalse_fn\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<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mrecursive_func\u001b[0;34m(inp_hidden, inp_state, rec_accum, rec_count, output_ta_list)\u001b[0m\n\u001b[1;32m     85\u001b[0m         \u001b[0mtf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgreater\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mrec_count\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     86\u001b[0m         \u001b[0mtrue_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 87\u001b[0;31m         \u001b[0mfalse_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mfalse_fn\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     88\u001b[0m     )\n\u001b[1;32m     89\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/util/deprecation.pyc\u001b[0m in \u001b[0;36mnew_func\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m    314\u001b[0m                 \u001b[0;34m'in a future version'\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mdate\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m \u001b[0;32melse\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0;34m'after %s'\u001b[0m \u001b[0;34m%\u001b[0m \u001b[0mdate\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    315\u001b[0m                 instructions)\n\u001b[0;32m--> 316\u001b[0;31m       \u001b[0;32mreturn\u001b[0m \u001b[0mfunc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    317\u001b[0m     return tf_decorator.make_decorator(func, new_func, 'deprecated',\n\u001b[1;32m    318\u001b[0m                                        _add_deprecated_arg_notice_to_docstring(\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mcond\u001b[0;34m(pred, true_fn, false_fn, strict, name, fn1, fn2)\u001b[0m\n\u001b[1;32m   1853\u001b[0m     \u001b[0mcontext_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mCondContext\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpred\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mpivot_1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mbranch\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1854\u001b[0m     \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mEnter\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1855\u001b[0;31m     \u001b[0morig_res_t\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mres_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1856\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0morig_res_t\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1857\u001b[0m       \u001b[0;32mraise\u001b[0m \u001b[0mValueError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"true_fn must have a return value.\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mBuildCondBranch\u001b[0;34m(self, fn)\u001b[0m\n\u001b[1;32m   1723\u001b[0m   \u001b[0;32mdef\u001b[0m \u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1724\u001b[0m     \u001b[0;34m\"\"\"Add the subgraph defined by fn() to the graph.\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1725\u001b[0;31m     \u001b[0moriginal_result\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfn\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   1726\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0moriginal_result\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1727\u001b[0m       \u001b[0;32mreturn\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mtrue_fn\u001b[0;34m()\u001b[0m\n\u001b[1;32m     77\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     78\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mtrue_fn\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---> 79\u001b[0;31m         \u001b[0;32mreturn\u001b[0m \u001b[0mrecursive_func\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minp_hidden\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0minp_state\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_accum\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_count\u001b[0m \u001b[0;34m-\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0moutput_ta_list\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0moutput_ta_list\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     80\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     81\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mfalse_fn\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<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mrecursive_func\u001b[0;34m(inp_hidden, inp_state, rec_accum, rec_count, output_ta_list)\u001b[0m\n\u001b[1;32m     85\u001b[0m         \u001b[0mtf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgreater\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mrec_count\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     86\u001b[0m         \u001b[0mtrue_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 87\u001b[0;31m         \u001b[0mfalse_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mfalse_fn\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     88\u001b[0m     )\n\u001b[1;32m     89\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/util/deprecation.pyc\u001b[0m in \u001b[0;36mnew_func\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m    314\u001b[0m                 \u001b[0;34m'in a future version'\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mdate\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m \u001b[0;32melse\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0;34m'after %s'\u001b[0m \u001b[0;34m%\u001b[0m \u001b[0mdate\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    315\u001b[0m                 instructions)\n\u001b[0;32m--> 316\u001b[0;31m       \u001b[0;32mreturn\u001b[0m \u001b[0mfunc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    317\u001b[0m     return tf_decorator.make_decorator(func, new_func, 'deprecated',\n\u001b[1;32m    318\u001b[0m                                        _add_deprecated_arg_notice_to_docstring(\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mcond\u001b[0;34m(pred, true_fn, false_fn, strict, name, fn1, fn2)\u001b[0m\n\u001b[1;32m   1853\u001b[0m     \u001b[0mcontext_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mCondContext\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpred\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mpivot_1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mbranch\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1854\u001b[0m     \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mEnter\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1855\u001b[0;31m     \u001b[0morig_res_t\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mres_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1856\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0morig_res_t\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1857\u001b[0m       \u001b[0;32mraise\u001b[0m \u001b[0mValueError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"true_fn must have a return value.\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mBuildCondBranch\u001b[0;34m(self, fn)\u001b[0m\n\u001b[1;32m   1723\u001b[0m   \u001b[0;32mdef\u001b[0m \u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1724\u001b[0m     \u001b[0;34m\"\"\"Add the subgraph defined by fn() to the graph.\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1725\u001b[0;31m     \u001b[0moriginal_result\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfn\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   1726\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0moriginal_result\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1727\u001b[0m       \u001b[0;32mreturn\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mtrue_fn\u001b[0;34m()\u001b[0m\n\u001b[1;32m     77\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     78\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mtrue_fn\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---> 79\u001b[0;31m         \u001b[0;32mreturn\u001b[0m \u001b[0mrecursive_func\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minp_hidden\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0minp_state\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_accum\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_count\u001b[0m \u001b[0;34m-\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0moutput_ta_list\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0moutput_ta_list\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     80\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     81\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mfalse_fn\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<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mrecursive_func\u001b[0;34m(inp_hidden, inp_state, rec_accum, rec_count, output_ta_list)\u001b[0m\n\u001b[1;32m     85\u001b[0m         \u001b[0mtf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgreater\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mrec_count\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     86\u001b[0m         \u001b[0mtrue_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 87\u001b[0;31m         \u001b[0mfalse_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mfalse_fn\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     88\u001b[0m     )\n\u001b[1;32m     89\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/util/deprecation.pyc\u001b[0m in \u001b[0;36mnew_func\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m    314\u001b[0m                 \u001b[0;34m'in a future version'\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mdate\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m \u001b[0;32melse\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0;34m'after %s'\u001b[0m \u001b[0;34m%\u001b[0m \u001b[0mdate\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    315\u001b[0m                 instructions)\n\u001b[0;32m--> 316\u001b[0;31m       \u001b[0;32mreturn\u001b[0m \u001b[0mfunc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    317\u001b[0m     return tf_decorator.make_decorator(func, new_func, 'deprecated',\n\u001b[1;32m    318\u001b[0m                                        _add_deprecated_arg_notice_to_docstring(\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mcond\u001b[0;34m(pred, true_fn, false_fn, strict, name, fn1, fn2)\u001b[0m\n\u001b[1;32m   1853\u001b[0m     \u001b[0mcontext_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mCondContext\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpred\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mpivot_1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mbranch\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1854\u001b[0m     \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mEnter\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1855\u001b[0;31m     \u001b[0morig_res_t\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mres_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1856\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0morig_res_t\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1857\u001b[0m       \u001b[0;32mraise\u001b[0m \u001b[0mValueError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"true_fn must have a return value.\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mBuildCondBranch\u001b[0;34m(self, fn)\u001b[0m\n\u001b[1;32m   1723\u001b[0m   \u001b[0;32mdef\u001b[0m \u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1724\u001b[0m     \u001b[0;34m\"\"\"Add the subgraph defined by fn() to the graph.\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1725\u001b[0;31m     \u001b[0moriginal_result\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfn\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   1726\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0moriginal_result\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1727\u001b[0m       \u001b[0;32mreturn\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mtrue_fn\u001b[0;34m()\u001b[0m\n\u001b[1;32m     77\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     78\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mtrue_fn\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---> 79\u001b[0;31m         \u001b[0;32mreturn\u001b[0m \u001b[0mrecursive_func\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minp_hidden\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0minp_state\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_accum\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_count\u001b[0m \u001b[0;34m-\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0moutput_ta_list\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0moutput_ta_list\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     80\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     81\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mfalse_fn\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<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mrecursive_func\u001b[0;34m(inp_hidden, inp_state, rec_accum, rec_count, output_ta_list)\u001b[0m\n\u001b[1;32m     85\u001b[0m         \u001b[0mtf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgreater\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mrec_count\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     86\u001b[0m         \u001b[0mtrue_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 87\u001b[0;31m         \u001b[0mfalse_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mfalse_fn\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     88\u001b[0m     )\n\u001b[1;32m     89\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/util/deprecation.pyc\u001b[0m in \u001b[0;36mnew_func\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m    314\u001b[0m                 \u001b[0;34m'in a future version'\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mdate\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m \u001b[0;32melse\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0;34m'after %s'\u001b[0m \u001b[0;34m%\u001b[0m \u001b[0mdate\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    315\u001b[0m                 instructions)\n\u001b[0;32m--> 316\u001b[0;31m       \u001b[0;32mreturn\u001b[0m \u001b[0mfunc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    317\u001b[0m     return tf_decorator.make_decorator(func, new_func, 'deprecated',\n\u001b[1;32m    318\u001b[0m                                        _add_deprecated_arg_notice_to_docstring(\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mcond\u001b[0;34m(pred, true_fn, false_fn, strict, name, fn1, fn2)\u001b[0m\n\u001b[1;32m   1853\u001b[0m     \u001b[0mcontext_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mCondContext\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpred\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mpivot_1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mbranch\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1854\u001b[0m     \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mEnter\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1855\u001b[0;31m     \u001b[0morig_res_t\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mres_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1856\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0morig_res_t\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1857\u001b[0m       \u001b[0;32mraise\u001b[0m \u001b[0mValueError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"true_fn must have a return value.\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mBuildCondBranch\u001b[0;34m(self, fn)\u001b[0m\n\u001b[1;32m   1723\u001b[0m   \u001b[0;32mdef\u001b[0m \u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1724\u001b[0m     \u001b[0;34m\"\"\"Add the subgraph defined by fn() to the graph.\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1725\u001b[0;31m     \u001b[0moriginal_result\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfn\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   1726\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0moriginal_result\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1727\u001b[0m       \u001b[0;32mreturn\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mtrue_fn\u001b[0;34m()\u001b[0m\n\u001b[1;32m     77\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     78\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mtrue_fn\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---> 79\u001b[0;31m         \u001b[0;32mreturn\u001b[0m \u001b[0mrecursive_func\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minp_hidden\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0minp_state\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_accum\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_count\u001b[0m \u001b[0;34m-\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0moutput_ta_list\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0moutput_ta_list\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     80\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     81\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mfalse_fn\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<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mrecursive_func\u001b[0;34m(inp_hidden, inp_state, rec_accum, rec_count, output_ta_list)\u001b[0m\n\u001b[1;32m     85\u001b[0m         \u001b[0mtf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgreater\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mrec_count\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     86\u001b[0m         \u001b[0mtrue_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 87\u001b[0;31m         \u001b[0mfalse_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mfalse_fn\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     88\u001b[0m     )\n\u001b[1;32m     89\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/util/deprecation.pyc\u001b[0m in \u001b[0;36mnew_func\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m    314\u001b[0m                 \u001b[0;34m'in a future version'\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mdate\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m \u001b[0;32melse\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0;34m'after %s'\u001b[0m \u001b[0;34m%\u001b[0m \u001b[0mdate\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    315\u001b[0m                 instructions)\n\u001b[0;32m--> 316\u001b[0;31m       \u001b[0;32mreturn\u001b[0m \u001b[0mfunc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    317\u001b[0m     return tf_decorator.make_decorator(func, new_func, 'deprecated',\n\u001b[1;32m    318\u001b[0m                                        _add_deprecated_arg_notice_to_docstring(\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mcond\u001b[0;34m(pred, true_fn, false_fn, strict, name, fn1, fn2)\u001b[0m\n\u001b[1;32m   1853\u001b[0m     \u001b[0mcontext_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mCondContext\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpred\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mpivot_1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mbranch\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1854\u001b[0m     \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mEnter\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1855\u001b[0;31m     \u001b[0morig_res_t\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mres_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1856\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0morig_res_t\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1857\u001b[0m       \u001b[0;32mraise\u001b[0m \u001b[0mValueError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"true_fn must have a return value.\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mBuildCondBranch\u001b[0;34m(self, fn)\u001b[0m\n\u001b[1;32m   1723\u001b[0m   \u001b[0;32mdef\u001b[0m \u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1724\u001b[0m     \u001b[0;34m\"\"\"Add the subgraph defined by fn() to the graph.\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1725\u001b[0;31m     \u001b[0moriginal_result\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfn\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   1726\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0moriginal_result\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1727\u001b[0m       \u001b[0;32mreturn\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mtrue_fn\u001b[0;34m()\u001b[0m\n\u001b[1;32m     77\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     78\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mtrue_fn\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---> 79\u001b[0;31m         \u001b[0;32mreturn\u001b[0m \u001b[0mrecursive_func\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minp_hidden\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0minp_state\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_accum\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_count\u001b[0m \u001b[0;34m-\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0moutput_ta_list\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0moutput_ta_list\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     80\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     81\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mfalse_fn\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<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mrecursive_func\u001b[0;34m(inp_hidden, inp_state, rec_accum, rec_count, output_ta_list)\u001b[0m\n\u001b[1;32m     85\u001b[0m         \u001b[0mtf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgreater\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mrec_count\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     86\u001b[0m         \u001b[0mtrue_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 87\u001b[0;31m         \u001b[0mfalse_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mfalse_fn\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     88\u001b[0m     )\n\u001b[1;32m     89\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/util/deprecation.pyc\u001b[0m in \u001b[0;36mnew_func\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m    314\u001b[0m                 \u001b[0;34m'in a future version'\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mdate\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m \u001b[0;32melse\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0;34m'after %s'\u001b[0m \u001b[0;34m%\u001b[0m \u001b[0mdate\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    315\u001b[0m                 instructions)\n\u001b[0;32m--> 316\u001b[0;31m       \u001b[0;32mreturn\u001b[0m \u001b[0mfunc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    317\u001b[0m     return tf_decorator.make_decorator(func, new_func, 'deprecated',\n\u001b[1;32m    318\u001b[0m                                        _add_deprecated_arg_notice_to_docstring(\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mcond\u001b[0;34m(pred, true_fn, false_fn, strict, name, fn1, fn2)\u001b[0m\n\u001b[1;32m   1853\u001b[0m     \u001b[0mcontext_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mCondContext\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpred\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mpivot_1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mbranch\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1854\u001b[0m     \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mEnter\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1855\u001b[0;31m     \u001b[0morig_res_t\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mres_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1856\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0morig_res_t\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1857\u001b[0m       \u001b[0;32mraise\u001b[0m \u001b[0mValueError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"true_fn must have a return value.\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mBuildCondBranch\u001b[0;34m(self, fn)\u001b[0m\n\u001b[1;32m   1723\u001b[0m   \u001b[0;32mdef\u001b[0m \u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1724\u001b[0m     \u001b[0;34m\"\"\"Add the subgraph defined by fn() to the graph.\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1725\u001b[0;31m     \u001b[0moriginal_result\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfn\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   1726\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0moriginal_result\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1727\u001b[0m       \u001b[0;32mreturn\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mtrue_fn\u001b[0;34m()\u001b[0m\n\u001b[1;32m     77\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     78\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mtrue_fn\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---> 79\u001b[0;31m         \u001b[0;32mreturn\u001b[0m \u001b[0mrecursive_func\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minp_hidden\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0minp_state\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_accum\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_count\u001b[0m \u001b[0;34m-\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0moutput_ta_list\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0moutput_ta_list\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     80\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     81\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mfalse_fn\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<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mrecursive_func\u001b[0;34m(inp_hidden, inp_state, rec_accum, rec_count, output_ta_list)\u001b[0m\n\u001b[1;32m     85\u001b[0m         \u001b[0mtf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgreater\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mrec_count\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     86\u001b[0m         \u001b[0mtrue_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 87\u001b[0;31m         \u001b[0mfalse_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mfalse_fn\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     88\u001b[0m     )\n\u001b[1;32m     89\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/util/deprecation.pyc\u001b[0m in \u001b[0;36mnew_func\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m    314\u001b[0m                 \u001b[0;34m'in a future version'\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mdate\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m \u001b[0;32melse\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0;34m'after %s'\u001b[0m \u001b[0;34m%\u001b[0m \u001b[0mdate\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    315\u001b[0m                 instructions)\n\u001b[0;32m--> 316\u001b[0;31m       \u001b[0;32mreturn\u001b[0m \u001b[0mfunc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    317\u001b[0m     return tf_decorator.make_decorator(func, new_func, 'deprecated',\n\u001b[1;32m    318\u001b[0m                                        _add_deprecated_arg_notice_to_docstring(\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mcond\u001b[0;34m(pred, true_fn, false_fn, strict, name, fn1, fn2)\u001b[0m\n\u001b[1;32m   1853\u001b[0m     \u001b[0mcontext_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mCondContext\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpred\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mpivot_1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mbranch\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1854\u001b[0m     \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mEnter\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1855\u001b[0;31m     \u001b[0morig_res_t\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mres_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1856\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0morig_res_t\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1857\u001b[0m       \u001b[0;32mraise\u001b[0m \u001b[0mValueError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"true_fn must have a return value.\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mBuildCondBranch\u001b[0;34m(self, fn)\u001b[0m\n\u001b[1;32m   1723\u001b[0m   \u001b[0;32mdef\u001b[0m \u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1724\u001b[0m     \u001b[0;34m\"\"\"Add the subgraph defined by fn() to the graph.\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1725\u001b[0;31m     \u001b[0moriginal_result\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfn\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   1726\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0moriginal_result\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1727\u001b[0m       \u001b[0;32mreturn\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mtrue_fn\u001b[0;34m()\u001b[0m\n\u001b[1;32m     77\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     78\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mtrue_fn\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---> 79\u001b[0;31m         \u001b[0;32mreturn\u001b[0m \u001b[0mrecursive_func\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minp_hidden\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0minp_state\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_accum\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_count\u001b[0m \u001b[0;34m-\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0moutput_ta_list\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0moutput_ta_list\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     80\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     81\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mfalse_fn\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<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mrecursive_func\u001b[0;34m(inp_hidden, inp_state, rec_accum, rec_count, output_ta_list)\u001b[0m\n\u001b[1;32m     85\u001b[0m         \u001b[0mtf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgreater\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mrec_count\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     86\u001b[0m         \u001b[0mtrue_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 87\u001b[0;31m         \u001b[0mfalse_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mfalse_fn\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     88\u001b[0m     )\n\u001b[1;32m     89\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/util/deprecation.pyc\u001b[0m in \u001b[0;36mnew_func\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m    314\u001b[0m                 \u001b[0;34m'in a future version'\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mdate\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m \u001b[0;32melse\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0;34m'after %s'\u001b[0m \u001b[0;34m%\u001b[0m \u001b[0mdate\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    315\u001b[0m                 instructions)\n\u001b[0;32m--> 316\u001b[0;31m       \u001b[0;32mreturn\u001b[0m \u001b[0mfunc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    317\u001b[0m     return tf_decorator.make_decorator(func, new_func, 'deprecated',\n\u001b[1;32m    318\u001b[0m                                        _add_deprecated_arg_notice_to_docstring(\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mcond\u001b[0;34m(pred, true_fn, false_fn, strict, name, fn1, fn2)\u001b[0m\n\u001b[1;32m   1853\u001b[0m     \u001b[0mcontext_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mCondContext\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpred\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mpivot_1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mbranch\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1854\u001b[0m     \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mEnter\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1855\u001b[0;31m     \u001b[0morig_res_t\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mres_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1856\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0morig_res_t\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1857\u001b[0m       \u001b[0;32mraise\u001b[0m \u001b[0mValueError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"true_fn must have a return value.\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mBuildCondBranch\u001b[0;34m(self, fn)\u001b[0m\n\u001b[1;32m   1723\u001b[0m   \u001b[0;32mdef\u001b[0m \u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1724\u001b[0m     \u001b[0;34m\"\"\"Add the subgraph defined by fn() to the graph.\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1725\u001b[0;31m     \u001b[0moriginal_result\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfn\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   1726\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0moriginal_result\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1727\u001b[0m       \u001b[0;32mreturn\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mtrue_fn\u001b[0;34m()\u001b[0m\n\u001b[1;32m     77\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     78\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mtrue_fn\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---> 79\u001b[0;31m         \u001b[0;32mreturn\u001b[0m \u001b[0mrecursive_func\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minp_hidden\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0minp_state\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_accum\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_count\u001b[0m \u001b[0;34m-\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0moutput_ta_list\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0moutput_ta_list\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     80\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     81\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mfalse_fn\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<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mrecursive_func\u001b[0;34m(inp_hidden, inp_state, rec_accum, rec_count, output_ta_list)\u001b[0m\n\u001b[1;32m     85\u001b[0m         \u001b[0mtf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgreater\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mrec_count\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     86\u001b[0m         \u001b[0mtrue_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 87\u001b[0;31m         \u001b[0mfalse_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mfalse_fn\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     88\u001b[0m     )\n\u001b[1;32m     89\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/util/deprecation.pyc\u001b[0m in \u001b[0;36mnew_func\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m    314\u001b[0m                 \u001b[0;34m'in a future version'\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mdate\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m \u001b[0;32melse\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0;34m'after %s'\u001b[0m \u001b[0;34m%\u001b[0m \u001b[0mdate\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    315\u001b[0m                 instructions)\n\u001b[0;32m--> 316\u001b[0;31m       \u001b[0;32mreturn\u001b[0m \u001b[0mfunc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    317\u001b[0m     return tf_decorator.make_decorator(func, new_func, 'deprecated',\n\u001b[1;32m    318\u001b[0m                                        _add_deprecated_arg_notice_to_docstring(\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mcond\u001b[0;34m(pred, true_fn, false_fn, strict, name, fn1, fn2)\u001b[0m\n\u001b[1;32m   1853\u001b[0m     \u001b[0mcontext_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mCondContext\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpred\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mpivot_1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mbranch\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1854\u001b[0m     \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mEnter\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1855\u001b[0;31m     \u001b[0morig_res_t\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mres_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1856\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0morig_res_t\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1857\u001b[0m       \u001b[0;32mraise\u001b[0m \u001b[0mValueError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"true_fn must have a return value.\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mBuildCondBranch\u001b[0;34m(self, fn)\u001b[0m\n\u001b[1;32m   1723\u001b[0m   \u001b[0;32mdef\u001b[0m \u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1724\u001b[0m     \u001b[0;34m\"\"\"Add the subgraph defined by fn() to the graph.\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1725\u001b[0;31m     \u001b[0moriginal_result\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfn\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   1726\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0moriginal_result\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1727\u001b[0m       \u001b[0;32mreturn\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mtrue_fn\u001b[0;34m()\u001b[0m\n\u001b[1;32m     77\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     78\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mtrue_fn\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---> 79\u001b[0;31m         \u001b[0;32mreturn\u001b[0m \u001b[0mrecursive_func\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minp_hidden\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0minp_state\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_accum\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_count\u001b[0m \u001b[0;34m-\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0moutput_ta_list\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0moutput_ta_list\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     80\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     81\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mfalse_fn\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<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mrecursive_func\u001b[0;34m(inp_hidden, inp_state, rec_accum, rec_count, output_ta_list)\u001b[0m\n\u001b[1;32m     85\u001b[0m         \u001b[0mtf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgreater\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mrec_count\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     86\u001b[0m         \u001b[0mtrue_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 87\u001b[0;31m         \u001b[0mfalse_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mfalse_fn\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     88\u001b[0m     )\n\u001b[1;32m     89\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/util/deprecation.pyc\u001b[0m in \u001b[0;36mnew_func\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m    314\u001b[0m                 \u001b[0;34m'in a future version'\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mdate\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m \u001b[0;32melse\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0;34m'after %s'\u001b[0m \u001b[0;34m%\u001b[0m \u001b[0mdate\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    315\u001b[0m                 instructions)\n\u001b[0;32m--> 316\u001b[0;31m       \u001b[0;32mreturn\u001b[0m \u001b[0mfunc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    317\u001b[0m     return tf_decorator.make_decorator(func, new_func, 'deprecated',\n\u001b[1;32m    318\u001b[0m                                        _add_deprecated_arg_notice_to_docstring(\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mcond\u001b[0;34m(pred, true_fn, false_fn, strict, name, fn1, fn2)\u001b[0m\n\u001b[1;32m   1853\u001b[0m     \u001b[0mcontext_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mCondContext\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpred\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mpivot_1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mbranch\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1854\u001b[0m     \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mEnter\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1855\u001b[0;31m     \u001b[0morig_res_t\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mres_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1856\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0morig_res_t\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1857\u001b[0m       \u001b[0;32mraise\u001b[0m \u001b[0mValueError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"true_fn must have a return value.\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mBuildCondBranch\u001b[0;34m(self, fn)\u001b[0m\n\u001b[1;32m   1723\u001b[0m   \u001b[0;32mdef\u001b[0m \u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1724\u001b[0m     \u001b[0;34m\"\"\"Add the subgraph defined by fn() to the graph.\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1725\u001b[0;31m     \u001b[0moriginal_result\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfn\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   1726\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0moriginal_result\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1727\u001b[0m       \u001b[0;32mreturn\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mtrue_fn\u001b[0;34m()\u001b[0m\n\u001b[1;32m     77\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     78\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mtrue_fn\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---> 79\u001b[0;31m         \u001b[0;32mreturn\u001b[0m \u001b[0mrecursive_func\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minp_hidden\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0minp_state\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_accum\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_count\u001b[0m \u001b[0;34m-\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0moutput_ta_list\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0moutput_ta_list\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     80\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     81\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mfalse_fn\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<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mrecursive_func\u001b[0;34m(inp_hidden, inp_state, rec_accum, rec_count, output_ta_list)\u001b[0m\n\u001b[1;32m     85\u001b[0m         \u001b[0mtf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgreater\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mrec_count\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     86\u001b[0m         \u001b[0mtrue_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 87\u001b[0;31m         \u001b[0mfalse_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mfalse_fn\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     88\u001b[0m     )\n\u001b[1;32m     89\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/util/deprecation.pyc\u001b[0m in \u001b[0;36mnew_func\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m    314\u001b[0m                 \u001b[0;34m'in a future version'\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mdate\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m \u001b[0;32melse\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0;34m'after %s'\u001b[0m \u001b[0;34m%\u001b[0m \u001b[0mdate\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    315\u001b[0m                 instructions)\n\u001b[0;32m--> 316\u001b[0;31m       \u001b[0;32mreturn\u001b[0m \u001b[0mfunc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    317\u001b[0m     return tf_decorator.make_decorator(func, new_func, 'deprecated',\n\u001b[1;32m    318\u001b[0m                                        _add_deprecated_arg_notice_to_docstring(\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mcond\u001b[0;34m(pred, true_fn, false_fn, strict, name, fn1, fn2)\u001b[0m\n\u001b[1;32m   1853\u001b[0m     \u001b[0mcontext_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mCondContext\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpred\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mpivot_1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mbranch\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1854\u001b[0m     \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mEnter\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1855\u001b[0;31m     \u001b[0morig_res_t\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mres_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1856\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0morig_res_t\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1857\u001b[0m       \u001b[0;32mraise\u001b[0m \u001b[0mValueError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"true_fn must have a return value.\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mBuildCondBranch\u001b[0;34m(self, fn)\u001b[0m\n\u001b[1;32m   1723\u001b[0m   \u001b[0;32mdef\u001b[0m \u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1724\u001b[0m     \u001b[0;34m\"\"\"Add the subgraph defined by fn() to the graph.\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1725\u001b[0;31m     \u001b[0moriginal_result\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfn\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   1726\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0moriginal_result\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1727\u001b[0m       \u001b[0;32mreturn\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mtrue_fn\u001b[0;34m()\u001b[0m\n\u001b[1;32m     77\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     78\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mtrue_fn\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---> 79\u001b[0;31m         \u001b[0;32mreturn\u001b[0m \u001b[0mrecursive_func\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minp_hidden\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0minp_state\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_accum\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_count\u001b[0m \u001b[0;34m-\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0moutput_ta_list\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0moutput_ta_list\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     80\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     81\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mfalse_fn\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<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mrecursive_func\u001b[0;34m(inp_hidden, inp_state, rec_accum, rec_count, output_ta_list)\u001b[0m\n\u001b[1;32m     85\u001b[0m         \u001b[0mtf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgreater\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mrec_count\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     86\u001b[0m         \u001b[0mtrue_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 87\u001b[0;31m         \u001b[0mfalse_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mfalse_fn\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     88\u001b[0m     )\n\u001b[1;32m     89\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/util/deprecation.pyc\u001b[0m in \u001b[0;36mnew_func\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m    314\u001b[0m                 \u001b[0;34m'in a future version'\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mdate\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m \u001b[0;32melse\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0;34m'after %s'\u001b[0m \u001b[0;34m%\u001b[0m \u001b[0mdate\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    315\u001b[0m                 instructions)\n\u001b[0;32m--> 316\u001b[0;31m       \u001b[0;32mreturn\u001b[0m \u001b[0mfunc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    317\u001b[0m     return tf_decorator.make_decorator(func, new_func, 'deprecated',\n\u001b[1;32m    318\u001b[0m                                        _add_deprecated_arg_notice_to_docstring(\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mcond\u001b[0;34m(pred, true_fn, false_fn, strict, name, fn1, fn2)\u001b[0m\n\u001b[1;32m   1853\u001b[0m     \u001b[0mcontext_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mCondContext\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpred\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mpivot_1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mbranch\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1854\u001b[0m     \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mEnter\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1855\u001b[0;31m     \u001b[0morig_res_t\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mres_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1856\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0morig_res_t\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1857\u001b[0m       \u001b[0;32mraise\u001b[0m \u001b[0mValueError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"true_fn must have a return value.\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mBuildCondBranch\u001b[0;34m(self, fn)\u001b[0m\n\u001b[1;32m   1723\u001b[0m   \u001b[0;32mdef\u001b[0m \u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1724\u001b[0m     \u001b[0;34m\"\"\"Add the subgraph defined by fn() to the graph.\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1725\u001b[0;31m     \u001b[0moriginal_result\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfn\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   1726\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0moriginal_result\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1727\u001b[0m       \u001b[0;32mreturn\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mtrue_fn\u001b[0;34m()\u001b[0m\n\u001b[1;32m     77\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     78\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mtrue_fn\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---> 79\u001b[0;31m         \u001b[0;32mreturn\u001b[0m \u001b[0mrecursive_func\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minp_hidden\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0minp_state\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_accum\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_count\u001b[0m \u001b[0;34m-\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0moutput_ta_list\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0moutput_ta_list\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     80\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     81\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mfalse_fn\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<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mrecursive_func\u001b[0;34m(inp_hidden, inp_state, rec_accum, rec_count, output_ta_list)\u001b[0m\n\u001b[1;32m     85\u001b[0m         \u001b[0mtf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgreater\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mrec_count\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     86\u001b[0m         \u001b[0mtrue_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 87\u001b[0;31m         \u001b[0mfalse_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mfalse_fn\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     88\u001b[0m     )\n\u001b[1;32m     89\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/util/deprecation.pyc\u001b[0m in \u001b[0;36mnew_func\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m    314\u001b[0m                 \u001b[0;34m'in a future version'\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mdate\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m \u001b[0;32melse\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0;34m'after %s'\u001b[0m \u001b[0;34m%\u001b[0m \u001b[0mdate\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    315\u001b[0m                 instructions)\n\u001b[0;32m--> 316\u001b[0;31m       \u001b[0;32mreturn\u001b[0m \u001b[0mfunc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    317\u001b[0m     return tf_decorator.make_decorator(func, new_func, 'deprecated',\n\u001b[1;32m    318\u001b[0m                                        _add_deprecated_arg_notice_to_docstring(\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mcond\u001b[0;34m(pred, true_fn, false_fn, strict, name, fn1, fn2)\u001b[0m\n\u001b[1;32m   1853\u001b[0m     \u001b[0mcontext_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mCondContext\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpred\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mpivot_1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mbranch\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1854\u001b[0m     \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mEnter\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1855\u001b[0;31m     \u001b[0morig_res_t\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mres_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1856\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0morig_res_t\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1857\u001b[0m       \u001b[0;32mraise\u001b[0m \u001b[0mValueError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"true_fn must have a return value.\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mBuildCondBranch\u001b[0;34m(self, fn)\u001b[0m\n\u001b[1;32m   1723\u001b[0m   \u001b[0;32mdef\u001b[0m \u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1724\u001b[0m     \u001b[0;34m\"\"\"Add the subgraph defined by fn() to the graph.\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1725\u001b[0;31m     \u001b[0moriginal_result\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfn\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   1726\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0moriginal_result\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1727\u001b[0m       \u001b[0;32mreturn\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mtrue_fn\u001b[0;34m()\u001b[0m\n\u001b[1;32m     77\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     78\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mtrue_fn\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---> 79\u001b[0;31m         \u001b[0;32mreturn\u001b[0m \u001b[0mrecursive_func\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minp_hidden\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0minp_state\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_accum\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_count\u001b[0m \u001b[0;34m-\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0moutput_ta_list\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0moutput_ta_list\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     80\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     81\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mfalse_fn\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<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mrecursive_func\u001b[0;34m(inp_hidden, inp_state, rec_accum, rec_count, output_ta_list)\u001b[0m\n\u001b[1;32m     85\u001b[0m         \u001b[0mtf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgreater\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mrec_count\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     86\u001b[0m         \u001b[0mtrue_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 87\u001b[0;31m         \u001b[0mfalse_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mfalse_fn\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     88\u001b[0m     )\n\u001b[1;32m     89\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/util/deprecation.pyc\u001b[0m in \u001b[0;36mnew_func\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m    314\u001b[0m                 \u001b[0;34m'in a future version'\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mdate\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m \u001b[0;32melse\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0;34m'after %s'\u001b[0m \u001b[0;34m%\u001b[0m \u001b[0mdate\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    315\u001b[0m                 instructions)\n\u001b[0;32m--> 316\u001b[0;31m       \u001b[0;32mreturn\u001b[0m \u001b[0mfunc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    317\u001b[0m     return tf_decorator.make_decorator(func, new_func, 'deprecated',\n\u001b[1;32m    318\u001b[0m                                        _add_deprecated_arg_notice_to_docstring(\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mcond\u001b[0;34m(pred, true_fn, false_fn, strict, name, fn1, fn2)\u001b[0m\n\u001b[1;32m   1853\u001b[0m     \u001b[0mcontext_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mCondContext\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpred\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mpivot_1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mbranch\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1854\u001b[0m     \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mEnter\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1855\u001b[0;31m     \u001b[0morig_res_t\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mres_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1856\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0morig_res_t\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1857\u001b[0m       \u001b[0;32mraise\u001b[0m \u001b[0mValueError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"true_fn must have a return value.\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mBuildCondBranch\u001b[0;34m(self, fn)\u001b[0m\n\u001b[1;32m   1723\u001b[0m   \u001b[0;32mdef\u001b[0m \u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1724\u001b[0m     \u001b[0;34m\"\"\"Add the subgraph defined by fn() to the graph.\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1725\u001b[0;31m     \u001b[0moriginal_result\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfn\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   1726\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0moriginal_result\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1727\u001b[0m       \u001b[0;32mreturn\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mtrue_fn\u001b[0;34m()\u001b[0m\n\u001b[1;32m     77\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     78\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mtrue_fn\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---> 79\u001b[0;31m         \u001b[0;32mreturn\u001b[0m \u001b[0mrecursive_func\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minp_hidden\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0minp_state\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_accum\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_count\u001b[0m \u001b[0;34m-\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0moutput_ta_list\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0moutput_ta_list\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     80\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     81\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mfalse_fn\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<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mrecursive_func\u001b[0;34m(inp_hidden, inp_state, rec_accum, rec_count, output_ta_list)\u001b[0m\n\u001b[1;32m     85\u001b[0m         \u001b[0mtf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgreater\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mrec_count\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     86\u001b[0m         \u001b[0mtrue_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 87\u001b[0;31m         \u001b[0mfalse_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mfalse_fn\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     88\u001b[0m     )\n\u001b[1;32m     89\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/util/deprecation.pyc\u001b[0m in \u001b[0;36mnew_func\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m    314\u001b[0m                 \u001b[0;34m'in a future version'\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mdate\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m \u001b[0;32melse\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0;34m'after %s'\u001b[0m \u001b[0;34m%\u001b[0m \u001b[0mdate\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    315\u001b[0m                 instructions)\n\u001b[0;32m--> 316\u001b[0;31m       \u001b[0;32mreturn\u001b[0m \u001b[0mfunc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    317\u001b[0m     return tf_decorator.make_decorator(func, new_func, 'deprecated',\n\u001b[1;32m    318\u001b[0m                                        _add_deprecated_arg_notice_to_docstring(\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mcond\u001b[0;34m(pred, true_fn, false_fn, strict, name, fn1, fn2)\u001b[0m\n\u001b[1;32m   1853\u001b[0m     \u001b[0mcontext_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mCondContext\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpred\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mpivot_1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mbranch\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1854\u001b[0m     \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mEnter\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1855\u001b[0;31m     \u001b[0morig_res_t\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mres_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1856\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0morig_res_t\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1857\u001b[0m       \u001b[0;32mraise\u001b[0m \u001b[0mValueError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"true_fn must have a return value.\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mBuildCondBranch\u001b[0;34m(self, fn)\u001b[0m\n\u001b[1;32m   1723\u001b[0m   \u001b[0;32mdef\u001b[0m \u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1724\u001b[0m     \u001b[0;34m\"\"\"Add the subgraph defined by fn() to the graph.\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1725\u001b[0;31m     \u001b[0moriginal_result\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfn\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   1726\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0moriginal_result\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1727\u001b[0m       \u001b[0;32mreturn\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mtrue_fn\u001b[0;34m()\u001b[0m\n\u001b[1;32m     77\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     78\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mtrue_fn\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---> 79\u001b[0;31m         \u001b[0;32mreturn\u001b[0m \u001b[0mrecursive_func\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minp_hidden\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0minp_state\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_accum\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_count\u001b[0m \u001b[0;34m-\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0moutput_ta_list\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0moutput_ta_list\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     80\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     81\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mfalse_fn\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<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mrecursive_func\u001b[0;34m(inp_hidden, inp_state, rec_accum, rec_count, output_ta_list)\u001b[0m\n\u001b[1;32m     85\u001b[0m         \u001b[0mtf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgreater\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mrec_count\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     86\u001b[0m         \u001b[0mtrue_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 87\u001b[0;31m         \u001b[0mfalse_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mfalse_fn\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     88\u001b[0m     )\n\u001b[1;32m     89\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/util/deprecation.pyc\u001b[0m in \u001b[0;36mnew_func\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m    314\u001b[0m                 \u001b[0;34m'in a future version'\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mdate\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m \u001b[0;32melse\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0;34m'after %s'\u001b[0m \u001b[0;34m%\u001b[0m \u001b[0mdate\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    315\u001b[0m                 instructions)\n\u001b[0;32m--> 316\u001b[0;31m       \u001b[0;32mreturn\u001b[0m \u001b[0mfunc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    317\u001b[0m     return tf_decorator.make_decorator(func, new_func, 'deprecated',\n\u001b[1;32m    318\u001b[0m                                        _add_deprecated_arg_notice_to_docstring(\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mcond\u001b[0;34m(pred, true_fn, false_fn, strict, name, fn1, fn2)\u001b[0m\n\u001b[1;32m   1853\u001b[0m     \u001b[0mcontext_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mCondContext\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpred\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mpivot_1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mbranch\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1854\u001b[0m     \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mEnter\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1855\u001b[0;31m     \u001b[0morig_res_t\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mres_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1856\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0morig_res_t\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1857\u001b[0m       \u001b[0;32mraise\u001b[0m \u001b[0mValueError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"true_fn must have a return value.\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mBuildCondBranch\u001b[0;34m(self, fn)\u001b[0m\n\u001b[1;32m   1723\u001b[0m   \u001b[0;32mdef\u001b[0m \u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1724\u001b[0m     \u001b[0;34m\"\"\"Add the subgraph defined by fn() to the graph.\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1725\u001b[0;31m     \u001b[0moriginal_result\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfn\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   1726\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0moriginal_result\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1727\u001b[0m       \u001b[0;32mreturn\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mtrue_fn\u001b[0;34m()\u001b[0m\n\u001b[1;32m     77\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     78\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mtrue_fn\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---> 79\u001b[0;31m         \u001b[0;32mreturn\u001b[0m \u001b[0mrecursive_func\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minp_hidden\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0minp_state\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_accum\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_count\u001b[0m \u001b[0;34m-\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0moutput_ta_list\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0moutput_ta_list\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     80\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     81\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mfalse_fn\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<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mrecursive_func\u001b[0;34m(inp_hidden, inp_state, rec_accum, rec_count, output_ta_list)\u001b[0m\n\u001b[1;32m     85\u001b[0m         \u001b[0mtf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgreater\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mrec_count\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     86\u001b[0m         \u001b[0mtrue_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 87\u001b[0;31m         \u001b[0mfalse_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mfalse_fn\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     88\u001b[0m     )\n\u001b[1;32m     89\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/util/deprecation.pyc\u001b[0m in \u001b[0;36mnew_func\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m    314\u001b[0m                 \u001b[0;34m'in a future version'\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mdate\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m \u001b[0;32melse\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0;34m'after %s'\u001b[0m \u001b[0;34m%\u001b[0m \u001b[0mdate\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    315\u001b[0m                 instructions)\n\u001b[0;32m--> 316\u001b[0;31m       \u001b[0;32mreturn\u001b[0m \u001b[0mfunc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    317\u001b[0m     return tf_decorator.make_decorator(func, new_func, 'deprecated',\n\u001b[1;32m    318\u001b[0m                                        _add_deprecated_arg_notice_to_docstring(\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mcond\u001b[0;34m(pred, true_fn, false_fn, strict, name, fn1, fn2)\u001b[0m\n\u001b[1;32m   1853\u001b[0m     \u001b[0mcontext_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mCondContext\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpred\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mpivot_1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mbranch\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1854\u001b[0m     \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mEnter\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1855\u001b[0;31m     \u001b[0morig_res_t\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mres_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1856\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0morig_res_t\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1857\u001b[0m       \u001b[0;32mraise\u001b[0m \u001b[0mValueError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"true_fn must have a return value.\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mBuildCondBranch\u001b[0;34m(self, fn)\u001b[0m\n\u001b[1;32m   1723\u001b[0m   \u001b[0;32mdef\u001b[0m \u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1724\u001b[0m     \u001b[0;34m\"\"\"Add the subgraph defined by fn() to the graph.\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1725\u001b[0;31m     \u001b[0moriginal_result\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfn\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   1726\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0moriginal_result\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1727\u001b[0m       \u001b[0;32mreturn\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mtrue_fn\u001b[0;34m()\u001b[0m\n\u001b[1;32m     77\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     78\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mtrue_fn\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---> 79\u001b[0;31m         \u001b[0;32mreturn\u001b[0m \u001b[0mrecursive_func\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minp_hidden\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0minp_state\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_accum\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_count\u001b[0m \u001b[0;34m-\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0moutput_ta_list\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0moutput_ta_list\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     80\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     81\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mfalse_fn\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<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mrecursive_func\u001b[0;34m(inp_hidden, inp_state, rec_accum, rec_count, output_ta_list)\u001b[0m\n\u001b[1;32m     85\u001b[0m         \u001b[0mtf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgreater\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mrec_count\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     86\u001b[0m         \u001b[0mtrue_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 87\u001b[0;31m         \u001b[0mfalse_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mfalse_fn\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     88\u001b[0m     )\n\u001b[1;32m     89\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/util/deprecation.pyc\u001b[0m in \u001b[0;36mnew_func\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m    314\u001b[0m                 \u001b[0;34m'in a future version'\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mdate\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m \u001b[0;32melse\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0;34m'after %s'\u001b[0m \u001b[0;34m%\u001b[0m \u001b[0mdate\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    315\u001b[0m                 instructions)\n\u001b[0;32m--> 316\u001b[0;31m       \u001b[0;32mreturn\u001b[0m \u001b[0mfunc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    317\u001b[0m     return tf_decorator.make_decorator(func, new_func, 'deprecated',\n\u001b[1;32m    318\u001b[0m                                        _add_deprecated_arg_notice_to_docstring(\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mcond\u001b[0;34m(pred, true_fn, false_fn, strict, name, fn1, fn2)\u001b[0m\n\u001b[1;32m   1853\u001b[0m     \u001b[0mcontext_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mCondContext\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpred\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mpivot_1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mbranch\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1854\u001b[0m     \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mEnter\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1855\u001b[0;31m     \u001b[0morig_res_t\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mres_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1856\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0morig_res_t\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1857\u001b[0m       \u001b[0;32mraise\u001b[0m \u001b[0mValueError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"true_fn must have a return value.\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mBuildCondBranch\u001b[0;34m(self, fn)\u001b[0m\n\u001b[1;32m   1723\u001b[0m   \u001b[0;32mdef\u001b[0m \u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1724\u001b[0m     \u001b[0;34m\"\"\"Add the subgraph defined by fn() to the graph.\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1725\u001b[0;31m     \u001b[0moriginal_result\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfn\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   1726\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0moriginal_result\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1727\u001b[0m       \u001b[0;32mreturn\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mtrue_fn\u001b[0;34m()\u001b[0m\n\u001b[1;32m     77\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     78\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mtrue_fn\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---> 79\u001b[0;31m         \u001b[0;32mreturn\u001b[0m \u001b[0mrecursive_func\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minp_hidden\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0minp_state\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_accum\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_count\u001b[0m \u001b[0;34m-\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0moutput_ta_list\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0moutput_ta_list\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     80\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     81\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mfalse_fn\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<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mrecursive_func\u001b[0;34m(inp_hidden, inp_state, rec_accum, rec_count, output_ta_list)\u001b[0m\n\u001b[1;32m     85\u001b[0m         \u001b[0mtf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgreater\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mrec_count\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     86\u001b[0m         \u001b[0mtrue_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 87\u001b[0;31m         \u001b[0mfalse_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mfalse_fn\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     88\u001b[0m     )\n\u001b[1;32m     89\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/util/deprecation.pyc\u001b[0m in \u001b[0;36mnew_func\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m    314\u001b[0m                 \u001b[0;34m'in a future version'\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mdate\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m \u001b[0;32melse\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0;34m'after %s'\u001b[0m \u001b[0;34m%\u001b[0m \u001b[0mdate\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    315\u001b[0m                 instructions)\n\u001b[0;32m--> 316\u001b[0;31m       \u001b[0;32mreturn\u001b[0m \u001b[0mfunc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    317\u001b[0m     return tf_decorator.make_decorator(func, new_func, 'deprecated',\n\u001b[1;32m    318\u001b[0m                                        _add_deprecated_arg_notice_to_docstring(\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mcond\u001b[0;34m(pred, true_fn, false_fn, strict, name, fn1, fn2)\u001b[0m\n\u001b[1;32m   1853\u001b[0m     \u001b[0mcontext_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mCondContext\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpred\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mpivot_1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mbranch\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1854\u001b[0m     \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mEnter\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1855\u001b[0;31m     \u001b[0morig_res_t\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mres_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1856\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0morig_res_t\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1857\u001b[0m       \u001b[0;32mraise\u001b[0m \u001b[0mValueError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"true_fn must have a return value.\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mBuildCondBranch\u001b[0;34m(self, fn)\u001b[0m\n\u001b[1;32m   1723\u001b[0m   \u001b[0;32mdef\u001b[0m \u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1724\u001b[0m     \u001b[0;34m\"\"\"Add the subgraph defined by fn() to the graph.\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1725\u001b[0;31m     \u001b[0moriginal_result\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfn\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   1726\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0moriginal_result\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1727\u001b[0m       \u001b[0;32mreturn\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mtrue_fn\u001b[0;34m()\u001b[0m\n\u001b[1;32m     77\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     78\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mtrue_fn\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---> 79\u001b[0;31m         \u001b[0;32mreturn\u001b[0m \u001b[0mrecursive_func\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minp_hidden\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0minp_state\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_accum\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_count\u001b[0m \u001b[0;34m-\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0moutput_ta_list\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0moutput_ta_list\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     80\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     81\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mfalse_fn\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<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mrecursive_func\u001b[0;34m(inp_hidden, inp_state, rec_accum, rec_count, output_ta_list)\u001b[0m\n\u001b[1;32m     85\u001b[0m         \u001b[0mtf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgreater\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mrec_count\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     86\u001b[0m         \u001b[0mtrue_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 87\u001b[0;31m         \u001b[0mfalse_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mfalse_fn\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     88\u001b[0m     )\n\u001b[1;32m     89\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/util/deprecation.pyc\u001b[0m in \u001b[0;36mnew_func\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m    314\u001b[0m                 \u001b[0;34m'in a future version'\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mdate\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m \u001b[0;32melse\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0;34m'after %s'\u001b[0m \u001b[0;34m%\u001b[0m \u001b[0mdate\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    315\u001b[0m                 instructions)\n\u001b[0;32m--> 316\u001b[0;31m       \u001b[0;32mreturn\u001b[0m \u001b[0mfunc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    317\u001b[0m     return tf_decorator.make_decorator(func, new_func, 'deprecated',\n\u001b[1;32m    318\u001b[0m                                        _add_deprecated_arg_notice_to_docstring(\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mcond\u001b[0;34m(pred, true_fn, false_fn, strict, name, fn1, fn2)\u001b[0m\n\u001b[1;32m   1853\u001b[0m     \u001b[0mcontext_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mCondContext\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpred\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mpivot_1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mbranch\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1854\u001b[0m     \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mEnter\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1855\u001b[0;31m     \u001b[0morig_res_t\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mres_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1856\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0morig_res_t\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1857\u001b[0m       \u001b[0;32mraise\u001b[0m \u001b[0mValueError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"true_fn must have a return value.\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mBuildCondBranch\u001b[0;34m(self, fn)\u001b[0m\n\u001b[1;32m   1723\u001b[0m   \u001b[0;32mdef\u001b[0m \u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1724\u001b[0m     \u001b[0;34m\"\"\"Add the subgraph defined by fn() to the graph.\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1725\u001b[0;31m     \u001b[0moriginal_result\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfn\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   1726\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0moriginal_result\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1727\u001b[0m       \u001b[0;32mreturn\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mtrue_fn\u001b[0;34m()\u001b[0m\n\u001b[1;32m     77\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     78\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mtrue_fn\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---> 79\u001b[0;31m         \u001b[0;32mreturn\u001b[0m \u001b[0mrecursive_func\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minp_hidden\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0minp_state\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_accum\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_count\u001b[0m \u001b[0;34m-\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0moutput_ta_list\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0moutput_ta_list\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     80\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     81\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mfalse_fn\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<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mrecursive_func\u001b[0;34m(inp_hidden, inp_state, rec_accum, rec_count, output_ta_list)\u001b[0m\n\u001b[1;32m     85\u001b[0m         \u001b[0mtf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgreater\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mrec_count\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     86\u001b[0m         \u001b[0mtrue_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 87\u001b[0;31m         \u001b[0mfalse_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mfalse_fn\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     88\u001b[0m     )\n\u001b[1;32m     89\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/util/deprecation.pyc\u001b[0m in \u001b[0;36mnew_func\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m    314\u001b[0m                 \u001b[0;34m'in a future version'\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mdate\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m \u001b[0;32melse\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0;34m'after %s'\u001b[0m \u001b[0;34m%\u001b[0m \u001b[0mdate\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    315\u001b[0m                 instructions)\n\u001b[0;32m--> 316\u001b[0;31m       \u001b[0;32mreturn\u001b[0m \u001b[0mfunc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    317\u001b[0m     return tf_decorator.make_decorator(func, new_func, 'deprecated',\n\u001b[1;32m    318\u001b[0m                                        _add_deprecated_arg_notice_to_docstring(\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mcond\u001b[0;34m(pred, true_fn, false_fn, strict, name, fn1, fn2)\u001b[0m\n\u001b[1;32m   1853\u001b[0m     \u001b[0mcontext_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mCondContext\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpred\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mpivot_1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mbranch\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1854\u001b[0m     \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mEnter\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1855\u001b[0;31m     \u001b[0morig_res_t\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mres_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1856\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0morig_res_t\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1857\u001b[0m       \u001b[0;32mraise\u001b[0m \u001b[0mValueError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"true_fn must have a return value.\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mBuildCondBranch\u001b[0;34m(self, fn)\u001b[0m\n\u001b[1;32m   1723\u001b[0m   \u001b[0;32mdef\u001b[0m \u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1724\u001b[0m     \u001b[0;34m\"\"\"Add the subgraph defined by fn() to the graph.\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1725\u001b[0;31m     \u001b[0moriginal_result\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfn\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   1726\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0moriginal_result\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1727\u001b[0m       \u001b[0;32mreturn\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mtrue_fn\u001b[0;34m()\u001b[0m\n\u001b[1;32m     77\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     78\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mtrue_fn\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---> 79\u001b[0;31m         \u001b[0;32mreturn\u001b[0m \u001b[0mrecursive_func\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minp_hidden\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0minp_state\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_accum\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_count\u001b[0m \u001b[0;34m-\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0moutput_ta_list\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0moutput_ta_list\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     80\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     81\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mfalse_fn\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<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mrecursive_func\u001b[0;34m(inp_hidden, inp_state, rec_accum, rec_count, output_ta_list)\u001b[0m\n\u001b[1;32m     85\u001b[0m         \u001b[0mtf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgreater\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mrec_count\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     86\u001b[0m         \u001b[0mtrue_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 87\u001b[0;31m         \u001b[0mfalse_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mfalse_fn\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     88\u001b[0m     )\n\u001b[1;32m     89\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/util/deprecation.pyc\u001b[0m in \u001b[0;36mnew_func\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m    314\u001b[0m                 \u001b[0;34m'in a future version'\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mdate\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m \u001b[0;32melse\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0;34m'after %s'\u001b[0m \u001b[0;34m%\u001b[0m \u001b[0mdate\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    315\u001b[0m                 instructions)\n\u001b[0;32m--> 316\u001b[0;31m       \u001b[0;32mreturn\u001b[0m \u001b[0mfunc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    317\u001b[0m     return tf_decorator.make_decorator(func, new_func, 'deprecated',\n\u001b[1;32m    318\u001b[0m                                        _add_deprecated_arg_notice_to_docstring(\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mcond\u001b[0;34m(pred, true_fn, false_fn, strict, name, fn1, fn2)\u001b[0m\n\u001b[1;32m   1853\u001b[0m     \u001b[0mcontext_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mCondContext\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpred\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mpivot_1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mbranch\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1854\u001b[0m     \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mEnter\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1855\u001b[0;31m     \u001b[0morig_res_t\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mres_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1856\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0morig_res_t\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1857\u001b[0m       \u001b[0;32mraise\u001b[0m \u001b[0mValueError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"true_fn must have a return value.\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mBuildCondBranch\u001b[0;34m(self, fn)\u001b[0m\n\u001b[1;32m   1723\u001b[0m   \u001b[0;32mdef\u001b[0m \u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1724\u001b[0m     \u001b[0;34m\"\"\"Add the subgraph defined by fn() to the graph.\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1725\u001b[0;31m     \u001b[0moriginal_result\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfn\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   1726\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0moriginal_result\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1727\u001b[0m       \u001b[0;32mreturn\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mtrue_fn\u001b[0;34m()\u001b[0m\n\u001b[1;32m     77\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     78\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mtrue_fn\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---> 79\u001b[0;31m         \u001b[0;32mreturn\u001b[0m \u001b[0mrecursive_func\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minp_hidden\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0minp_state\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_accum\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_count\u001b[0m \u001b[0;34m-\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0moutput_ta_list\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0moutput_ta_list\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     80\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     81\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mfalse_fn\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<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mrecursive_func\u001b[0;34m(inp_hidden, inp_state, rec_accum, rec_count, output_ta_list)\u001b[0m\n\u001b[1;32m     85\u001b[0m         \u001b[0mtf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgreater\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mrec_count\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     86\u001b[0m         \u001b[0mtrue_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 87\u001b[0;31m         \u001b[0mfalse_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mfalse_fn\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     88\u001b[0m     )\n\u001b[1;32m     89\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/util/deprecation.pyc\u001b[0m in \u001b[0;36mnew_func\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m    314\u001b[0m                 \u001b[0;34m'in a future version'\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mdate\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m \u001b[0;32melse\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0;34m'after %s'\u001b[0m \u001b[0;34m%\u001b[0m \u001b[0mdate\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    315\u001b[0m                 instructions)\n\u001b[0;32m--> 316\u001b[0;31m       \u001b[0;32mreturn\u001b[0m \u001b[0mfunc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    317\u001b[0m     return tf_decorator.make_decorator(func, new_func, 'deprecated',\n\u001b[1;32m    318\u001b[0m                                        _add_deprecated_arg_notice_to_docstring(\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mcond\u001b[0;34m(pred, true_fn, false_fn, strict, name, fn1, fn2)\u001b[0m\n\u001b[1;32m   1853\u001b[0m     \u001b[0mcontext_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mCondContext\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpred\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mpivot_1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mbranch\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1854\u001b[0m     \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mEnter\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1855\u001b[0;31m     \u001b[0morig_res_t\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mres_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1856\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0morig_res_t\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1857\u001b[0m       \u001b[0;32mraise\u001b[0m \u001b[0mValueError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"true_fn must have a return value.\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mBuildCondBranch\u001b[0;34m(self, fn)\u001b[0m\n\u001b[1;32m   1723\u001b[0m   \u001b[0;32mdef\u001b[0m \u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1724\u001b[0m     \u001b[0;34m\"\"\"Add the subgraph defined by fn() to the graph.\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1725\u001b[0;31m     \u001b[0moriginal_result\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfn\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   1726\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0moriginal_result\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1727\u001b[0m       \u001b[0;32mreturn\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mtrue_fn\u001b[0;34m()\u001b[0m\n\u001b[1;32m     77\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     78\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mtrue_fn\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---> 79\u001b[0;31m         \u001b[0;32mreturn\u001b[0m \u001b[0mrecursive_func\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minp_hidden\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0minp_state\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_accum\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_count\u001b[0m \u001b[0;34m-\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0moutput_ta_list\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0moutput_ta_list\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     80\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     81\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mfalse_fn\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<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mrecursive_func\u001b[0;34m(inp_hidden, inp_state, rec_accum, rec_count, output_ta_list)\u001b[0m\n\u001b[1;32m     85\u001b[0m         \u001b[0mtf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgreater\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mrec_count\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     86\u001b[0m         \u001b[0mtrue_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 87\u001b[0;31m         \u001b[0mfalse_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mfalse_fn\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     88\u001b[0m     )\n\u001b[1;32m     89\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/util/deprecation.pyc\u001b[0m in \u001b[0;36mnew_func\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m    314\u001b[0m                 \u001b[0;34m'in a future version'\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mdate\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m \u001b[0;32melse\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0;34m'after %s'\u001b[0m \u001b[0;34m%\u001b[0m \u001b[0mdate\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    315\u001b[0m                 instructions)\n\u001b[0;32m--> 316\u001b[0;31m       \u001b[0;32mreturn\u001b[0m \u001b[0mfunc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    317\u001b[0m     return tf_decorator.make_decorator(func, new_func, 'deprecated',\n\u001b[1;32m    318\u001b[0m                                        _add_deprecated_arg_notice_to_docstring(\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mcond\u001b[0;34m(pred, true_fn, false_fn, strict, name, fn1, fn2)\u001b[0m\n\u001b[1;32m   1853\u001b[0m     \u001b[0mcontext_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mCondContext\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpred\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mpivot_1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mbranch\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1854\u001b[0m     \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mEnter\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1855\u001b[0;31m     \u001b[0morig_res_t\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mres_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1856\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0morig_res_t\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1857\u001b[0m       \u001b[0;32mraise\u001b[0m \u001b[0mValueError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"true_fn must have a return value.\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mBuildCondBranch\u001b[0;34m(self, fn)\u001b[0m\n\u001b[1;32m   1723\u001b[0m   \u001b[0;32mdef\u001b[0m \u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1724\u001b[0m     \u001b[0;34m\"\"\"Add the subgraph defined by fn() to the graph.\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1725\u001b[0;31m     \u001b[0moriginal_result\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfn\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   1726\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0moriginal_result\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1727\u001b[0m       \u001b[0;32mreturn\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mtrue_fn\u001b[0;34m()\u001b[0m\n\u001b[1;32m     77\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     78\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mtrue_fn\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---> 79\u001b[0;31m         \u001b[0;32mreturn\u001b[0m \u001b[0mrecursive_func\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minp_hidden\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0minp_state\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_accum\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_count\u001b[0m \u001b[0;34m-\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0moutput_ta_list\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0moutput_ta_list\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     80\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     81\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mfalse_fn\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<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mrecursive_func\u001b[0;34m(inp_hidden, inp_state, rec_accum, rec_count, output_ta_list)\u001b[0m\n\u001b[1;32m     85\u001b[0m         \u001b[0mtf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgreater\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mrec_count\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     86\u001b[0m         \u001b[0mtrue_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 87\u001b[0;31m         \u001b[0mfalse_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mfalse_fn\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     88\u001b[0m     )\n\u001b[1;32m     89\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/util/deprecation.pyc\u001b[0m in \u001b[0;36mnew_func\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m    314\u001b[0m                 \u001b[0;34m'in a future version'\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mdate\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m \u001b[0;32melse\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0;34m'after %s'\u001b[0m \u001b[0;34m%\u001b[0m \u001b[0mdate\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    315\u001b[0m                 instructions)\n\u001b[0;32m--> 316\u001b[0;31m       \u001b[0;32mreturn\u001b[0m \u001b[0mfunc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    317\u001b[0m     return tf_decorator.make_decorator(func, new_func, 'deprecated',\n\u001b[1;32m    318\u001b[0m                                        _add_deprecated_arg_notice_to_docstring(\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mcond\u001b[0;34m(pred, true_fn, false_fn, strict, name, fn1, fn2)\u001b[0m\n\u001b[1;32m   1853\u001b[0m     \u001b[0mcontext_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mCondContext\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpred\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mpivot_1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mbranch\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1854\u001b[0m     \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mEnter\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1855\u001b[0;31m     \u001b[0morig_res_t\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mres_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1856\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0morig_res_t\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1857\u001b[0m       \u001b[0;32mraise\u001b[0m \u001b[0mValueError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"true_fn must have a return value.\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mBuildCondBranch\u001b[0;34m(self, fn)\u001b[0m\n\u001b[1;32m   1723\u001b[0m   \u001b[0;32mdef\u001b[0m \u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1724\u001b[0m     \u001b[0;34m\"\"\"Add the subgraph defined by fn() to the graph.\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1725\u001b[0;31m     \u001b[0moriginal_result\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfn\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   1726\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0moriginal_result\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1727\u001b[0m       \u001b[0;32mreturn\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mtrue_fn\u001b[0;34m()\u001b[0m\n\u001b[1;32m     77\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     78\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mtrue_fn\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---> 79\u001b[0;31m         \u001b[0;32mreturn\u001b[0m \u001b[0mrecursive_func\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minp_hidden\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0minp_state\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_accum\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_count\u001b[0m \u001b[0;34m-\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0moutput_ta_list\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0moutput_ta_list\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     80\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     81\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mfalse_fn\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<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mrecursive_func\u001b[0;34m(inp_hidden, inp_state, rec_accum, rec_count, output_ta_list)\u001b[0m\n\u001b[1;32m     85\u001b[0m         \u001b[0mtf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgreater\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mrec_count\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     86\u001b[0m         \u001b[0mtrue_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 87\u001b[0;31m         \u001b[0mfalse_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mfalse_fn\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     88\u001b[0m     )\n\u001b[1;32m     89\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/util/deprecation.pyc\u001b[0m in \u001b[0;36mnew_func\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m    314\u001b[0m                 \u001b[0;34m'in a future version'\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mdate\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m \u001b[0;32melse\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0;34m'after %s'\u001b[0m \u001b[0;34m%\u001b[0m \u001b[0mdate\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    315\u001b[0m                 instructions)\n\u001b[0;32m--> 316\u001b[0;31m       \u001b[0;32mreturn\u001b[0m \u001b[0mfunc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    317\u001b[0m     return tf_decorator.make_decorator(func, new_func, 'deprecated',\n\u001b[1;32m    318\u001b[0m                                        _add_deprecated_arg_notice_to_docstring(\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mcond\u001b[0;34m(pred, true_fn, false_fn, strict, name, fn1, fn2)\u001b[0m\n\u001b[1;32m   1853\u001b[0m     \u001b[0mcontext_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mCondContext\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpred\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mpivot_1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mbranch\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1854\u001b[0m     \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mEnter\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1855\u001b[0;31m     \u001b[0morig_res_t\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mres_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1856\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0morig_res_t\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1857\u001b[0m       \u001b[0;32mraise\u001b[0m \u001b[0mValueError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"true_fn must have a return value.\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mBuildCondBranch\u001b[0;34m(self, fn)\u001b[0m\n\u001b[1;32m   1723\u001b[0m   \u001b[0;32mdef\u001b[0m \u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1724\u001b[0m     \u001b[0;34m\"\"\"Add the subgraph defined by fn() to the graph.\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1725\u001b[0;31m     \u001b[0moriginal_result\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfn\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   1726\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0moriginal_result\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1727\u001b[0m       \u001b[0;32mreturn\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mtrue_fn\u001b[0;34m()\u001b[0m\n\u001b[1;32m     77\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     78\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mtrue_fn\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---> 79\u001b[0;31m         \u001b[0;32mreturn\u001b[0m \u001b[0mrecursive_func\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minp_hidden\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0minp_state\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_accum\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_count\u001b[0m \u001b[0;34m-\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0moutput_ta_list\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0moutput_ta_list\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     80\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     81\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mfalse_fn\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<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mrecursive_func\u001b[0;34m(inp_hidden, inp_state, rec_accum, rec_count, output_ta_list)\u001b[0m\n\u001b[1;32m     85\u001b[0m         \u001b[0mtf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgreater\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mrec_count\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     86\u001b[0m         \u001b[0mtrue_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 87\u001b[0;31m         \u001b[0mfalse_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mfalse_fn\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     88\u001b[0m     )\n\u001b[1;32m     89\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/util/deprecation.pyc\u001b[0m in \u001b[0;36mnew_func\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m    314\u001b[0m                 \u001b[0;34m'in a future version'\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mdate\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m \u001b[0;32melse\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0;34m'after %s'\u001b[0m \u001b[0;34m%\u001b[0m \u001b[0mdate\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    315\u001b[0m                 instructions)\n\u001b[0;32m--> 316\u001b[0;31m       \u001b[0;32mreturn\u001b[0m \u001b[0mfunc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    317\u001b[0m     return tf_decorator.make_decorator(func, new_func, 'deprecated',\n\u001b[1;32m    318\u001b[0m                                        _add_deprecated_arg_notice_to_docstring(\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mcond\u001b[0;34m(pred, true_fn, false_fn, strict, name, fn1, fn2)\u001b[0m\n\u001b[1;32m   1853\u001b[0m     \u001b[0mcontext_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mCondContext\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpred\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mpivot_1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mbranch\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1854\u001b[0m     \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mEnter\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1855\u001b[0;31m     \u001b[0morig_res_t\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mres_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1856\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0morig_res_t\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1857\u001b[0m       \u001b[0;32mraise\u001b[0m \u001b[0mValueError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"true_fn must have a return value.\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mBuildCondBranch\u001b[0;34m(self, fn)\u001b[0m\n\u001b[1;32m   1723\u001b[0m   \u001b[0;32mdef\u001b[0m \u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1724\u001b[0m     \u001b[0;34m\"\"\"Add the subgraph defined by fn() to the graph.\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1725\u001b[0;31m     \u001b[0moriginal_result\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfn\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   1726\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0moriginal_result\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1727\u001b[0m       \u001b[0;32mreturn\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mtrue_fn\u001b[0;34m()\u001b[0m\n\u001b[1;32m     77\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     78\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mtrue_fn\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---> 79\u001b[0;31m         \u001b[0;32mreturn\u001b[0m \u001b[0mrecursive_func\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minp_hidden\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0minp_state\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_accum\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_count\u001b[0m \u001b[0;34m-\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0moutput_ta_list\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0moutput_ta_list\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     80\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     81\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mfalse_fn\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<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mrecursive_func\u001b[0;34m(inp_hidden, inp_state, rec_accum, rec_count, output_ta_list)\u001b[0m\n\u001b[1;32m     85\u001b[0m         \u001b[0mtf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgreater\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mrec_count\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     86\u001b[0m         \u001b[0mtrue_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 87\u001b[0;31m         \u001b[0mfalse_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mfalse_fn\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     88\u001b[0m     )\n\u001b[1;32m     89\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/util/deprecation.pyc\u001b[0m in \u001b[0;36mnew_func\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m    314\u001b[0m                 \u001b[0;34m'in a future version'\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mdate\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m \u001b[0;32melse\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0;34m'after %s'\u001b[0m \u001b[0;34m%\u001b[0m \u001b[0mdate\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    315\u001b[0m                 instructions)\n\u001b[0;32m--> 316\u001b[0;31m       \u001b[0;32mreturn\u001b[0m \u001b[0mfunc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    317\u001b[0m     return tf_decorator.make_decorator(func, new_func, 'deprecated',\n\u001b[1;32m    318\u001b[0m                                        _add_deprecated_arg_notice_to_docstring(\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mcond\u001b[0;34m(pred, true_fn, false_fn, strict, name, fn1, fn2)\u001b[0m\n\u001b[1;32m   1853\u001b[0m     \u001b[0mcontext_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mCondContext\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpred\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mpivot_1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mbranch\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1854\u001b[0m     \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mEnter\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1855\u001b[0;31m     \u001b[0morig_res_t\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mres_t\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcontext_t\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtrue_fn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1856\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0morig_res_t\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1857\u001b[0m       \u001b[0;32mraise\u001b[0m \u001b[0mValueError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"true_fn must have a return value.\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mBuildCondBranch\u001b[0;34m(self, fn)\u001b[0m\n\u001b[1;32m   1723\u001b[0m   \u001b[0;32mdef\u001b[0m \u001b[0mBuildCondBranch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1724\u001b[0m     \u001b[0;34m\"\"\"Add the subgraph defined by fn() to the graph.\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1725\u001b[0;31m     \u001b[0moriginal_result\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfn\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   1726\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0moriginal_result\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1727\u001b[0m       \u001b[0;32mreturn\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mtrue_fn\u001b[0;34m()\u001b[0m\n\u001b[1;32m     77\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     78\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mtrue_fn\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---> 79\u001b[0;31m         \u001b[0;32mreturn\u001b[0m \u001b[0mrecursive_func\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minp_hidden\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0minp_state\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_accum\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_count\u001b[0m \u001b[0;34m-\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0moutput_ta_list\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0moutput_ta_list\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     80\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     81\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mfalse_fn\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<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mrecursive_func\u001b[0;34m(inp_hidden, inp_state, rec_accum, rec_count, output_ta_list)\u001b[0m\n\u001b[1;32m     66\u001b[0m         \u001b[0mcond\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     67\u001b[0m         \u001b[0mstep\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 68\u001b[0;31m         \u001b[0mloop_vars\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mindex\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mstart_sentinel\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0moutput_ta\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0minp_hidden\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0minp_state\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     69\u001b[0m     )\n\u001b[1;32m     70\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mwhile_loop\u001b[0;34m(cond, body, loop_vars, shape_invariants, parallel_iterations, back_prop, swap_memory, name)\u001b[0m\n\u001b[1;32m   2814\u001b[0m     \u001b[0mloop_context\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mWhileContext\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mparallel_iterations\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mback_prop\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mswap_memory\u001b[0m\u001b[0;34m)\u001b[0m  \u001b[0;31m# pylint: disable=redefined-outer-name\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   2815\u001b[0m     \u001b[0mops\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd_to_collection\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mops\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mGraphKeys\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mWHILE_CONTEXT\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mloop_context\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 2816\u001b[0;31m     \u001b[0mresult\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mloop_context\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mBuildLoop\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mcond\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mbody\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mloop_vars\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mshape_invariants\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   2817\u001b[0m     \u001b[0;32mreturn\u001b[0m \u001b[0mresult\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   2818\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mBuildLoop\u001b[0;34m(self, pred, body, loop_vars, shape_invariants)\u001b[0m\n\u001b[1;32m   2638\u001b[0m       \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mEnter\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   2639\u001b[0m       original_body_result, exit_vars = self._BuildLoop(\n\u001b[0;32m-> 2640\u001b[0;31m           pred, body, original_loop_vars, loop_vars, shape_invariants)\n\u001b[0m\u001b[1;32m   2641\u001b[0m     \u001b[0;32mfinally\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   2642\u001b[0m       \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mExit\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36m_BuildLoop\u001b[0;34m(self, pred, body, original_loop_vars, loop_vars, shape_invariants)\u001b[0m\n\u001b[1;32m   2588\u001b[0m         \u001b[0mstructure\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0moriginal_loop_vars\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   2589\u001b[0m         flat_sequence=vars_for_body_with_tensor_arrays)\n\u001b[0;32m-> 2590\u001b[0;31m     \u001b[0mbody_result\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mbody\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0mpacked_vars_for_body\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   2591\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0mnest\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mis_sequence\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mbody_result\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   2592\u001b[0m       \u001b[0mbody_result\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m[\u001b[0m\u001b[0mbody_result\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mstep\u001b[0;34m(index, prev_out, output_ta, *states)\u001b[0m\n\u001b[1;32m     31\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     32\u001b[0m     \u001b[0;31m# Call the lstm cell\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 33\u001b[0;31m     \u001b[0maction_probs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0moutput\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mstate_tuple\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mnetwork\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mprev_out\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mstates\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     34\u001b[0m     \u001b[0mstates\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mstate_tuple\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mh\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mstate_tuple\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mc\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     35\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m<ipython-input-131-5f42b736a323>\u001b[0m in \u001b[0;36mnetwork\u001b[0;34m(prev_output, states)\u001b[0m\n\u001b[1;32m     18\u001b[0m     \u001b[0moutput\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mstates\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcell\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mprev_output\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mstates\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     19\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 20\u001b[0;31m     \u001b[0maction_probs\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mtf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mlayers\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdense\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0moutput\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mNUM_OUTPUTS\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mactivation\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mtf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mnn\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msoftmax\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     21\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     22\u001b[0m     \u001b[0;32mreturn\u001b[0m \u001b[0maction_probs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0moutput\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mstates\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/layers/core.pyc\u001b[0m in \u001b[0;36mdense\u001b[0;34m(inputs, units, activation, use_bias, kernel_initializer, bias_initializer, kernel_regularizer, bias_regularizer, activity_regularizer, kernel_constraint, bias_constraint, trainable, name, reuse)\u001b[0m\n\u001b[1;32m    248\u001b[0m                 \u001b[0m_scope\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    249\u001b[0m                 _reuse=reuse)\n\u001b[0;32m--> 250\u001b[0;31m   \u001b[0;32mreturn\u001b[0m \u001b[0mlayer\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mapply\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minputs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    251\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    252\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/layers/base.pyc\u001b[0m in \u001b[0;36mapply\u001b[0;34m(self, inputs, *args, **kwargs)\u001b[0m\n\u001b[1;32m    669\u001b[0m       \u001b[0mOutput\u001b[0m \u001b[0mtensor\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0ms\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    670\u001b[0m     \"\"\"\n\u001b[0;32m--> 671\u001b[0;31m     \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m__call__\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minputs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    672\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    673\u001b[0m   def _add_inbound_node(self,\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/layers/base.pyc\u001b[0m in \u001b[0;36m__call__\u001b[0;34m(self, inputs, *args, **kwargs)\u001b[0m\n\u001b[1;32m    573\u001b[0m         \u001b[0;32mif\u001b[0m \u001b[0min_graph_mode\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    574\u001b[0m           \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_assert_input_compatibility\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minputs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 575\u001b[0;31m         \u001b[0moutputs\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcall\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minputs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    576\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    577\u001b[0m         \u001b[0;32mif\u001b[0m \u001b[0moutputs\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/layers/core.pyc\u001b[0m in \u001b[0;36mcall\u001b[0;34m(self, inputs)\u001b[0m\n\u001b[1;32m    162\u001b[0m       \u001b[0moutputs\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mstandard_ops\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mmatmul\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minputs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mkernel\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    163\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0muse_bias\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 164\u001b[0;31m       \u001b[0moutputs\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mnn\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mbias_add\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0moutputs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mbias\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    165\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mactivation\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    166\u001b[0m       \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mactivation\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0moutputs\u001b[0m\u001b[0;34m)\u001b[0m  \u001b[0;31m# pylint: disable=not-callable\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/nn_ops.pyc\u001b[0m in \u001b[0;36mbias_add\u001b[0;34m(value, bias, data_format, name)\u001b[0m\n\u001b[1;32m   1453\u001b[0m     \u001b[0mvalue\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mops\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mconvert_to_tensor\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mvalue\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mname\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m\"input\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1454\u001b[0m     \u001b[0mbias\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mops\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mconvert_to_tensor\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mbias\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mdtype\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mvalue\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdtype\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mname\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m\"bias\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1455\u001b[0;31m     \u001b[0;32mreturn\u001b[0m \u001b[0mgen_nn_ops\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_bias_add\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mvalue\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mbias\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mdata_format\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mdata_format\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mname\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1456\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1457\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/gen_nn_ops.pyc\u001b[0m in \u001b[0;36m_bias_add\u001b[0;34m(value, bias, data_format, name)\u001b[0m\n\u001b[1;32m    452\u001b[0m   \u001b[0;32mif\u001b[0m \u001b[0m_ctx\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0min_graph_mode\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[1;32m    453\u001b[0m     _, _, _op = _op_def_lib._apply_op_helper(\n\u001b[0;32m--> 454\u001b[0;31m         \"BiasAdd\", value=value, bias=bias, data_format=data_format, name=name)\n\u001b[0m\u001b[1;32m    455\u001b[0m     \u001b[0m_result\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0m_op\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0moutputs\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[1;32m    456\u001b[0m     \u001b[0m_inputs_flat\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0m_op\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0minputs\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/framework/op_def_library.pyc\u001b[0m in \u001b[0;36m_apply_op_helper\u001b[0;34m(self, op_type_name, name, **keywords)\u001b[0m\n\u001b[1;32m    785\u001b[0m         op = g.create_op(op_type_name, inputs, output_types, name=scope,\n\u001b[1;32m    786\u001b[0m                          \u001b[0minput_types\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0minput_types\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mattrs\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mattr_protos\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 787\u001b[0;31m                          op_def=op_def)\n\u001b[0m\u001b[1;32m    788\u001b[0m       \u001b[0;32mreturn\u001b[0m \u001b[0moutput_structure\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mop_def\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mis_stateful\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mop\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    789\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/framework/ops.pyc\u001b[0m in \u001b[0;36mcreate_op\u001b[0;34m(self, op_type, inputs, dtypes, input_types, name, attrs, op_def, compute_shapes, compute_device)\u001b[0m\n\u001b[1;32m   2954\u001b[0m         \u001b[0minput_types\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0minput_types\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   2955\u001b[0m         \u001b[0moriginal_op\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_default_original_op\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 2956\u001b[0;31m         op_def=op_def)\n\u001b[0m\u001b[1;32m   2957\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0mcompute_shapes\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   2958\u001b[0m       \u001b[0mset_shapes_for_outputs\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mret\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/framework/ops.pyc\u001b[0m in \u001b[0;36m__init__\u001b[0;34m(self, node_def, g, inputs, output_types, control_inputs, input_types, original_op, op_def)\u001b[0m\n\u001b[1;32m   1480\u001b[0m       \u001b[0;31m# AddOp() first is that we need to maintain Operation state that is\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1481\u001b[0m       \u001b[0;31m# accessed by AddOp() in Python, e.g. the input Tensors.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1482\u001b[0;31m       \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_control_flow_context\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mAddOp\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1483\u001b[0m     \u001b[0;31m# NOTE(keveman): Control flow context's AddOp could be creating new ops and\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1484\u001b[0m     \u001b[0;31m# setting op.inputs[index] = new_op. Thus the new ops' id could be larger\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mAddOp\u001b[0;34m(self, op)\u001b[0m\n\u001b[1;32m   2186\u001b[0m             \u001b[0mop_input_ctxt\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_AddOpInternal\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mop\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   2187\u001b[0m             \u001b[0;32mreturn\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 2188\u001b[0;31m     \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_AddOpInternal\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mop\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   2189\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   2190\u001b[0m   \u001b[0;32mdef\u001b[0m \u001b[0m_AddOpInternal\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mop\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36m_AddOpInternal\u001b[0;34m(self, op)\u001b[0m\n\u001b[1;32m   2209\u001b[0m       \u001b[0;32mfor\u001b[0m \u001b[0mindex\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mrange\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mlen\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mop\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0minputs\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[1;32m   2210\u001b[0m         \u001b[0mx\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mop\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0minputs\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mindex\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 2211\u001b[0;31m         \u001b[0mreal_x\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mAddValue\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mx\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   2212\u001b[0m         \u001b[0;32mif\u001b[0m \u001b[0mreal_x\u001b[0m \u001b[0;34m!=\u001b[0m \u001b[0mx\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   2213\u001b[0m           \u001b[0mop\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_update_input\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mindex\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mreal_x\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mAddValue\u001b[0;34m(self, val)\u001b[0m\n\u001b[1;32m   2147\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   2148\u001b[0m       \u001b[0;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 2149\u001b[0;31m         \u001b[0mresult\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mAddValue\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   2150\u001b[0m       \u001b[0;31m# Create an Enter to make `result` known to this loop context.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   2151\u001b[0m       \u001b[0;32mwith\u001b[0m \u001b[0mops\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcontrol_dependencies\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mAddValue\u001b[0;34m(self, val)\u001b[0m\n\u001b[1;32m   1633\u001b[0m       \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1634\u001b[0m       \u001b[0;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1635\u001b[0;31m         \u001b[0mresult\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mAddValue\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1636\u001b[0m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mresult\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1637\u001b[0m       \u001b[0;32mwith\u001b[0m \u001b[0mops\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcontrol_dependencies\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mAddValue\u001b[0;34m(self, val)\u001b[0m\n\u001b[1;32m   1633\u001b[0m       \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1634\u001b[0m       \u001b[0;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1635\u001b[0;31m         \u001b[0mresult\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mAddValue\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1636\u001b[0m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mresult\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1637\u001b[0m       \u001b[0;32mwith\u001b[0m \u001b[0mops\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcontrol_dependencies\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mAddValue\u001b[0;34m(self, val)\u001b[0m\n\u001b[1;32m   1633\u001b[0m       \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1634\u001b[0m       \u001b[0;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1635\u001b[0;31m         \u001b[0mresult\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mAddValue\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1636\u001b[0m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mresult\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1637\u001b[0m       \u001b[0;32mwith\u001b[0m \u001b[0mops\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcontrol_dependencies\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mAddValue\u001b[0;34m(self, val)\u001b[0m\n\u001b[1;32m   1633\u001b[0m       \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1634\u001b[0m       \u001b[0;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1635\u001b[0;31m         \u001b[0mresult\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mAddValue\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1636\u001b[0m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mresult\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1637\u001b[0m       \u001b[0;32mwith\u001b[0m \u001b[0mops\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcontrol_dependencies\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mAddValue\u001b[0;34m(self, val)\u001b[0m\n\u001b[1;32m   1633\u001b[0m       \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1634\u001b[0m       \u001b[0;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1635\u001b[0;31m         \u001b[0mresult\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mAddValue\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1636\u001b[0m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mresult\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1637\u001b[0m       \u001b[0;32mwith\u001b[0m \u001b[0mops\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcontrol_dependencies\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mAddValue\u001b[0;34m(self, val)\u001b[0m\n\u001b[1;32m   1633\u001b[0m       \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1634\u001b[0m       \u001b[0;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1635\u001b[0;31m         \u001b[0mresult\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mAddValue\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1636\u001b[0m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mresult\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1637\u001b[0m       \u001b[0;32mwith\u001b[0m \u001b[0mops\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcontrol_dependencies\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mAddValue\u001b[0;34m(self, val)\u001b[0m\n\u001b[1;32m   1633\u001b[0m       \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1634\u001b[0m       \u001b[0;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1635\u001b[0;31m         \u001b[0mresult\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mAddValue\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1636\u001b[0m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mresult\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1637\u001b[0m       \u001b[0;32mwith\u001b[0m \u001b[0mops\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcontrol_dependencies\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mAddValue\u001b[0;34m(self, val)\u001b[0m\n\u001b[1;32m   1633\u001b[0m       \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1634\u001b[0m       \u001b[0;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1635\u001b[0;31m         \u001b[0mresult\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mAddValue\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1636\u001b[0m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mresult\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1637\u001b[0m       \u001b[0;32mwith\u001b[0m \u001b[0mops\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcontrol_dependencies\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mAddValue\u001b[0;34m(self, val)\u001b[0m\n\u001b[1;32m   1633\u001b[0m       \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1634\u001b[0m       \u001b[0;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1635\u001b[0;31m         \u001b[0mresult\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mAddValue\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1636\u001b[0m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mresult\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1637\u001b[0m       \u001b[0;32mwith\u001b[0m \u001b[0mops\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcontrol_dependencies\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mAddValue\u001b[0;34m(self, val)\u001b[0m\n\u001b[1;32m   1633\u001b[0m       \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1634\u001b[0m       \u001b[0;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1635\u001b[0;31m         \u001b[0mresult\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mAddValue\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1636\u001b[0m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mresult\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1637\u001b[0m       \u001b[0;32mwith\u001b[0m \u001b[0mops\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcontrol_dependencies\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mAddValue\u001b[0;34m(self, val)\u001b[0m\n\u001b[1;32m   1633\u001b[0m       \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1634\u001b[0m       \u001b[0;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1635\u001b[0;31m         \u001b[0mresult\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mAddValue\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1636\u001b[0m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mresult\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1637\u001b[0m       \u001b[0;32mwith\u001b[0m \u001b[0mops\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcontrol_dependencies\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mAddValue\u001b[0;34m(self, val)\u001b[0m\n\u001b[1;32m   1633\u001b[0m       \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1634\u001b[0m       \u001b[0;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1635\u001b[0;31m         \u001b[0mresult\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mAddValue\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1636\u001b[0m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mresult\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1637\u001b[0m       \u001b[0;32mwith\u001b[0m \u001b[0mops\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcontrol_dependencies\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mAddValue\u001b[0;34m(self, val)\u001b[0m\n\u001b[1;32m   1633\u001b[0m       \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1634\u001b[0m       \u001b[0;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1635\u001b[0;31m         \u001b[0mresult\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mAddValue\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1636\u001b[0m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mresult\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1637\u001b[0m       \u001b[0;32mwith\u001b[0m \u001b[0mops\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcontrol_dependencies\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mAddValue\u001b[0;34m(self, val)\u001b[0m\n\u001b[1;32m   1633\u001b[0m       \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1634\u001b[0m       \u001b[0;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1635\u001b[0;31m         \u001b[0mresult\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mAddValue\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1636\u001b[0m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mresult\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1637\u001b[0m       \u001b[0;32mwith\u001b[0m \u001b[0mops\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcontrol_dependencies\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mAddValue\u001b[0;34m(self, val)\u001b[0m\n\u001b[1;32m   1633\u001b[0m       \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1634\u001b[0m       \u001b[0;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1635\u001b[0;31m         \u001b[0mresult\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mAddValue\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1636\u001b[0m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mresult\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1637\u001b[0m       \u001b[0;32mwith\u001b[0m \u001b[0mops\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcontrol_dependencies\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mAddValue\u001b[0;34m(self, val)\u001b[0m\n\u001b[1;32m   1633\u001b[0m       \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1634\u001b[0m       \u001b[0;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1635\u001b[0;31m         \u001b[0mresult\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mAddValue\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1636\u001b[0m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mresult\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1637\u001b[0m       \u001b[0;32mwith\u001b[0m \u001b[0mops\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcontrol_dependencies\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mAddValue\u001b[0;34m(self, val)\u001b[0m\n\u001b[1;32m   1633\u001b[0m       \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1634\u001b[0m       \u001b[0;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1635\u001b[0;31m         \u001b[0mresult\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mAddValue\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1636\u001b[0m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mresult\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1637\u001b[0m       \u001b[0;32mwith\u001b[0m \u001b[0mops\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcontrol_dependencies\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mAddValue\u001b[0;34m(self, val)\u001b[0m\n\u001b[1;32m   1633\u001b[0m       \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1634\u001b[0m       \u001b[0;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1635\u001b[0;31m         \u001b[0mresult\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mAddValue\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1636\u001b[0m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mresult\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1637\u001b[0m       \u001b[0;32mwith\u001b[0m \u001b[0mops\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcontrol_dependencies\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mAddValue\u001b[0;34m(self, val)\u001b[0m\n\u001b[1;32m   1633\u001b[0m       \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1634\u001b[0m       \u001b[0;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1635\u001b[0;31m         \u001b[0mresult\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mAddValue\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1636\u001b[0m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mresult\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1637\u001b[0m       \u001b[0;32mwith\u001b[0m \u001b[0mops\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcontrol_dependencies\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mAddValue\u001b[0;34m(self, val)\u001b[0m\n\u001b[1;32m   1633\u001b[0m       \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1634\u001b[0m       \u001b[0;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1635\u001b[0;31m         \u001b[0mresult\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mAddValue\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1636\u001b[0m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mresult\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1637\u001b[0m       \u001b[0;32mwith\u001b[0m \u001b[0mops\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcontrol_dependencies\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mAddValue\u001b[0;34m(self, val)\u001b[0m\n\u001b[1;32m   1633\u001b[0m       \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1634\u001b[0m       \u001b[0;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1635\u001b[0;31m         \u001b[0mresult\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mAddValue\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1636\u001b[0m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mresult\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1637\u001b[0m       \u001b[0;32mwith\u001b[0m \u001b[0mops\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcontrol_dependencies\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mAddValue\u001b[0;34m(self, val)\u001b[0m\n\u001b[1;32m   1633\u001b[0m       \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1634\u001b[0m       \u001b[0;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1635\u001b[0;31m         \u001b[0mresult\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mAddValue\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1636\u001b[0m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mresult\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1637\u001b[0m       \u001b[0;32mwith\u001b[0m \u001b[0mops\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcontrol_dependencies\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mAddValue\u001b[0;34m(self, val)\u001b[0m\n\u001b[1;32m   1633\u001b[0m       \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1634\u001b[0m       \u001b[0;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1635\u001b[0;31m         \u001b[0mresult\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mAddValue\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1636\u001b[0m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mresult\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1637\u001b[0m       \u001b[0;32mwith\u001b[0m \u001b[0mops\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcontrol_dependencies\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mAddValue\u001b[0;34m(self, val)\u001b[0m\n\u001b[1;32m   1633\u001b[0m       \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1634\u001b[0m       \u001b[0;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1635\u001b[0;31m         \u001b[0mresult\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mAddValue\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1636\u001b[0m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mresult\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1637\u001b[0m       \u001b[0;32mwith\u001b[0m \u001b[0mops\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcontrol_dependencies\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mAddValue\u001b[0;34m(self, val)\u001b[0m\n\u001b[1;32m   1633\u001b[0m       \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1634\u001b[0m       \u001b[0;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1635\u001b[0;31m         \u001b[0mresult\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mAddValue\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1636\u001b[0m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mresult\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1637\u001b[0m       \u001b[0;32mwith\u001b[0m \u001b[0mops\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcontrol_dependencies\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mAddValue\u001b[0;34m(self, val)\u001b[0m\n\u001b[1;32m   1633\u001b[0m       \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1634\u001b[0m       \u001b[0;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1635\u001b[0;31m         \u001b[0mresult\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mAddValue\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1636\u001b[0m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mresult\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1637\u001b[0m       \u001b[0;32mwith\u001b[0m \u001b[0mops\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcontrol_dependencies\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mAddValue\u001b[0;34m(self, val)\u001b[0m\n\u001b[1;32m   1633\u001b[0m       \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1634\u001b[0m       \u001b[0;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1635\u001b[0;31m         \u001b[0mresult\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mAddValue\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1636\u001b[0m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mresult\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1637\u001b[0m       \u001b[0;32mwith\u001b[0m \u001b[0mops\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcontrol_dependencies\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mAddValue\u001b[0;34m(self, val)\u001b[0m\n\u001b[1;32m   1633\u001b[0m       \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1634\u001b[0m       \u001b[0;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1635\u001b[0;31m         \u001b[0mresult\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mAddValue\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1636\u001b[0m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mresult\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1637\u001b[0m       \u001b[0;32mwith\u001b[0m \u001b[0mops\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcontrol_dependencies\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mAddValue\u001b[0;34m(self, val)\u001b[0m\n\u001b[1;32m   1633\u001b[0m       \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1634\u001b[0m       \u001b[0;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1635\u001b[0;31m         \u001b[0mresult\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mAddValue\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1636\u001b[0m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mresult\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1637\u001b[0m       \u001b[0;32mwith\u001b[0m \u001b[0mops\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcontrol_dependencies\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mAddValue\u001b[0;34m(self, val)\u001b[0m\n\u001b[1;32m   1633\u001b[0m       \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1634\u001b[0m       \u001b[0;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1635\u001b[0;31m         \u001b[0mresult\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mAddValue\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1636\u001b[0m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mresult\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1637\u001b[0m       \u001b[0;32mwith\u001b[0m \u001b[0mops\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcontrol_dependencies\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mAddValue\u001b[0;34m(self, val)\u001b[0m\n\u001b[1;32m   1633\u001b[0m       \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1634\u001b[0m       \u001b[0;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1635\u001b[0;31m         \u001b[0mresult\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mAddValue\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1636\u001b[0m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mresult\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1637\u001b[0m       \u001b[0;32mwith\u001b[0m \u001b[0mops\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcontrol_dependencies\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mAddValue\u001b[0;34m(self, val)\u001b[0m\n\u001b[1;32m   1633\u001b[0m       \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1634\u001b[0m       \u001b[0;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1635\u001b[0;31m         \u001b[0mresult\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mAddValue\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1636\u001b[0m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mresult\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1637\u001b[0m       \u001b[0;32mwith\u001b[0m \u001b[0mops\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcontrol_dependencies\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mAddValue\u001b[0;34m(self, val)\u001b[0m\n\u001b[1;32m   1633\u001b[0m       \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1634\u001b[0m       \u001b[0;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1635\u001b[0;31m         \u001b[0mresult\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mAddValue\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1636\u001b[0m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mresult\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1637\u001b[0m       \u001b[0;32mwith\u001b[0m \u001b[0mops\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcontrol_dependencies\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mAddValue\u001b[0;34m(self, val)\u001b[0m\n\u001b[1;32m   1633\u001b[0m       \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1634\u001b[0m       \u001b[0;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1635\u001b[0;31m         \u001b[0mresult\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mAddValue\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1636\u001b[0m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mresult\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1637\u001b[0m       \u001b[0;32mwith\u001b[0m \u001b[0mops\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcontrol_dependencies\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mAddValue\u001b[0;34m(self, val)\u001b[0m\n\u001b[1;32m   1633\u001b[0m       \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1634\u001b[0m       \u001b[0;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1635\u001b[0;31m         \u001b[0mresult\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mAddValue\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1636\u001b[0m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mresult\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1637\u001b[0m       \u001b[0;32mwith\u001b[0m \u001b[0mops\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcontrol_dependencies\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mAddValue\u001b[0;34m(self, val)\u001b[0m\n\u001b[1;32m   1633\u001b[0m       \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1634\u001b[0m       \u001b[0;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1635\u001b[0;31m         \u001b[0mresult\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mAddValue\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1636\u001b[0m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mresult\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1637\u001b[0m       \u001b[0;32mwith\u001b[0m \u001b[0mops\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcontrol_dependencies\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mAddValue\u001b[0;34m(self, val)\u001b[0m\n\u001b[1;32m   1633\u001b[0m       \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1634\u001b[0m       \u001b[0;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1635\u001b[0;31m         \u001b[0mresult\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mAddValue\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1636\u001b[0m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mresult\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1637\u001b[0m       \u001b[0;32mwith\u001b[0m \u001b[0mops\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcontrol_dependencies\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mAddValue\u001b[0;34m(self, val)\u001b[0m\n\u001b[1;32m   1633\u001b[0m       \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1634\u001b[0m       \u001b[0;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1635\u001b[0;31m         \u001b[0mresult\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mAddValue\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1636\u001b[0m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mresult\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1637\u001b[0m       \u001b[0;32mwith\u001b[0m \u001b[0mops\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcontrol_dependencies\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mAddValue\u001b[0;34m(self, val)\u001b[0m\n\u001b[1;32m   1633\u001b[0m       \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1634\u001b[0m       \u001b[0;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1635\u001b[0;31m         \u001b[0mresult\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mAddValue\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1636\u001b[0m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mresult\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1637\u001b[0m       \u001b[0;32mwith\u001b[0m \u001b[0mops\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcontrol_dependencies\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mAddValue\u001b[0;34m(self, val)\u001b[0m\n\u001b[1;32m   1633\u001b[0m       \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1634\u001b[0m       \u001b[0;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1635\u001b[0;31m         \u001b[0mresult\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mAddValue\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1636\u001b[0m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mresult\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1637\u001b[0m       \u001b[0;32mwith\u001b[0m \u001b[0mops\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcontrol_dependencies\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mAddValue\u001b[0;34m(self, val)\u001b[0m\n\u001b[1;32m   1633\u001b[0m       \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1634\u001b[0m       \u001b[0;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1635\u001b[0;31m         \u001b[0mresult\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mAddValue\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1636\u001b[0m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mresult\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1637\u001b[0m       \u001b[0;32mwith\u001b[0m \u001b[0mops\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcontrol_dependencies\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mAddValue\u001b[0;34m(self, val)\u001b[0m\n\u001b[1;32m   1633\u001b[0m       \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1634\u001b[0m       \u001b[0;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1635\u001b[0;31m         \u001b[0mresult\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mAddValue\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1636\u001b[0m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mresult\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1637\u001b[0m       \u001b[0;32mwith\u001b[0m \u001b[0mops\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcontrol_dependencies\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mAddValue\u001b[0;34m(self, val)\u001b[0m\n\u001b[1;32m   1633\u001b[0m       \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1634\u001b[0m       \u001b[0;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1635\u001b[0;31m         \u001b[0mresult\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mAddValue\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1636\u001b[0m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mresult\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1637\u001b[0m       \u001b[0;32mwith\u001b[0m \u001b[0mops\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcontrol_dependencies\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mAddValue\u001b[0;34m(self, val)\u001b[0m\n\u001b[1;32m   1633\u001b[0m       \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1634\u001b[0m       \u001b[0;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1635\u001b[0;31m         \u001b[0mresult\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mAddValue\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1636\u001b[0m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mresult\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1637\u001b[0m       \u001b[0;32mwith\u001b[0m \u001b[0mops\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcontrol_dependencies\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mAddValue\u001b[0;34m(self, val)\u001b[0m\n\u001b[1;32m   1633\u001b[0m       \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1634\u001b[0m       \u001b[0;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1635\u001b[0;31m         \u001b[0mresult\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mAddValue\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1636\u001b[0m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mresult\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1637\u001b[0m       \u001b[0;32mwith\u001b[0m \u001b[0mops\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcontrol_dependencies\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mAddValue\u001b[0;34m(self, val)\u001b[0m\n\u001b[1;32m   1633\u001b[0m       \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1634\u001b[0m       \u001b[0;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1635\u001b[0;31m         \u001b[0mresult\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mAddValue\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1636\u001b[0m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mresult\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1637\u001b[0m       \u001b[0;32mwith\u001b[0m \u001b[0mops\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcontrol_dependencies\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mAddValue\u001b[0;34m(self, val)\u001b[0m\n\u001b[1;32m   1633\u001b[0m       \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1634\u001b[0m       \u001b[0;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1635\u001b[0;31m         \u001b[0mresult\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mAddValue\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1636\u001b[0m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mresult\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1637\u001b[0m       \u001b[0;32mwith\u001b[0m \u001b[0mops\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcontrol_dependencies\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mAddValue\u001b[0;34m(self, val)\u001b[0m\n\u001b[1;32m   1633\u001b[0m       \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1634\u001b[0m       \u001b[0;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1635\u001b[0;31m         \u001b[0mresult\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mAddValue\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1636\u001b[0m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mresult\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1637\u001b[0m       \u001b[0;32mwith\u001b[0m \u001b[0mops\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcontrol_dependencies\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mAddValue\u001b[0;34m(self, val)\u001b[0m\n\u001b[1;32m   1633\u001b[0m       \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1634\u001b[0m       \u001b[0;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1635\u001b[0;31m         \u001b[0mresult\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mAddValue\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1636\u001b[0m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mresult\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1637\u001b[0m       \u001b[0;32mwith\u001b[0m \u001b[0mops\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcontrol_dependencies\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mAddValue\u001b[0;34m(self, val)\u001b[0m\n\u001b[1;32m   1633\u001b[0m       \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1634\u001b[0m       \u001b[0;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1635\u001b[0;31m         \u001b[0mresult\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mAddValue\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1636\u001b[0m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mresult\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1637\u001b[0m       \u001b[0;32mwith\u001b[0m \u001b[0mops\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcontrol_dependencies\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mAddValue\u001b[0;34m(self, val)\u001b[0m\n\u001b[1;32m   1633\u001b[0m       \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1634\u001b[0m       \u001b[0;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1635\u001b[0;31m         \u001b[0mresult\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mAddValue\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1636\u001b[0m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mresult\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1637\u001b[0m       \u001b[0;32mwith\u001b[0m \u001b[0mops\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcontrol_dependencies\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mAddValue\u001b[0;34m(self, val)\u001b[0m\n\u001b[1;32m   1633\u001b[0m       \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1634\u001b[0m       \u001b[0;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1635\u001b[0;31m         \u001b[0mresult\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mAddValue\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1636\u001b[0m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mresult\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1637\u001b[0m       \u001b[0;32mwith\u001b[0m \u001b[0mops\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcontrol_dependencies\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mAddValue\u001b[0;34m(self, val)\u001b[0m\n\u001b[1;32m   1633\u001b[0m       \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1634\u001b[0m       \u001b[0;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1635\u001b[0;31m         \u001b[0mresult\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mAddValue\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1636\u001b[0m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mresult\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1637\u001b[0m       \u001b[0;32mwith\u001b[0m \u001b[0mops\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcontrol_dependencies\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mAddValue\u001b[0;34m(self, val)\u001b[0m\n\u001b[1;32m   1633\u001b[0m       \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1634\u001b[0m       \u001b[0;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1635\u001b[0;31m         \u001b[0mresult\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mAddValue\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1636\u001b[0m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mresult\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1637\u001b[0m       \u001b[0;32mwith\u001b[0m \u001b[0mops\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcontrol_dependencies\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mAddValue\u001b[0;34m(self, val)\u001b[0m\n\u001b[1;32m   1633\u001b[0m       \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1634\u001b[0m       \u001b[0;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1635\u001b[0;31m         \u001b[0mresult\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mAddValue\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1636\u001b[0m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mresult\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1637\u001b[0m       \u001b[0;32mwith\u001b[0m \u001b[0mops\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcontrol_dependencies\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mAddValue\u001b[0;34m(self, val)\u001b[0m\n\u001b[1;32m   1633\u001b[0m       \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1634\u001b[0m       \u001b[0;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1635\u001b[0;31m         \u001b[0mresult\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mAddValue\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1636\u001b[0m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mresult\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1637\u001b[0m       \u001b[0;32mwith\u001b[0m \u001b[0mops\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcontrol_dependencies\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mAddValue\u001b[0;34m(self, val)\u001b[0m\n\u001b[1;32m   1633\u001b[0m       \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1634\u001b[0m       \u001b[0;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1635\u001b[0;31m         \u001b[0mresult\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mAddValue\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1636\u001b[0m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mresult\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1637\u001b[0m       \u001b[0;32mwith\u001b[0m \u001b[0mops\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcontrol_dependencies\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mAddValue\u001b[0;34m(self, val)\u001b[0m\n\u001b[1;32m   1633\u001b[0m       \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1634\u001b[0m       \u001b[0;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1635\u001b[0;31m         \u001b[0mresult\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mAddValue\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1636\u001b[0m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mresult\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1637\u001b[0m       \u001b[0;32mwith\u001b[0m \u001b[0mops\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcontrol_dependencies\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mAddValue\u001b[0;34m(self, val)\u001b[0m\n\u001b[1;32m   1633\u001b[0m       \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1634\u001b[0m       \u001b[0;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1635\u001b[0;31m         \u001b[0mresult\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mAddValue\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1636\u001b[0m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mresult\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1637\u001b[0m       \u001b[0;32mwith\u001b[0m \u001b[0mops\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcontrol_dependencies\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mAddValue\u001b[0;34m(self, val)\u001b[0m\n\u001b[1;32m   1633\u001b[0m       \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1634\u001b[0m       \u001b[0;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1635\u001b[0;31m         \u001b[0mresult\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mAddValue\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1636\u001b[0m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mresult\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1637\u001b[0m       \u001b[0;32mwith\u001b[0m \u001b[0mops\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcontrol_dependencies\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mAddValue\u001b[0;34m(self, val)\u001b[0m\n\u001b[1;32m   1633\u001b[0m       \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1634\u001b[0m       \u001b[0;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1635\u001b[0;31m         \u001b[0mresult\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mAddValue\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1636\u001b[0m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mresult\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1637\u001b[0m       \u001b[0;32mwith\u001b[0m \u001b[0mops\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcontrol_dependencies\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mAddValue\u001b[0;34m(self, val)\u001b[0m\n\u001b[1;32m   1636\u001b[0m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mresult\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1637\u001b[0m       \u001b[0;32mwith\u001b[0m \u001b[0mops\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcontrol_dependencies\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1638\u001b[0;31m         \u001b[0mresult\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0m_SwitchRefOrTensor\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mresult\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_pred\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_branch\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1639\u001b[0m         \u001b[0;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1640\u001b[0m           \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_outer_context\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mAddInnerOp\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mresult\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mop\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36m_SwitchRefOrTensor\u001b[0;34m(data, pred, name)\u001b[0m\n\u001b[1;32m    368\u001b[0m       \u001b[0;32mif\u001b[0m \u001b[0mdata\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdtype\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_is_ref_dtype\u001b[0m\u001b[0;34m:\u001b[0m  \u001b[0;31m# pylint: disable=protected-access\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    369\u001b[0m         \u001b[0;32mreturn\u001b[0m \u001b[0mref_switch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdata\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mpred\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mname\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 370\u001b[0;31m     \u001b[0;32mreturn\u001b[0m \u001b[0mswitch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdata\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mpred\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mname\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    371\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    372\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/control_flow_ops.pyc\u001b[0m in \u001b[0;36mswitch\u001b[0;34m(data, pred, dtype, name)\u001b[0m\n\u001b[1;32m    303\u001b[0m     \u001b[0mpred\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mops\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mconvert_to_tensor\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpred\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mname\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m\"pred\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    304\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0misinstance\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdata\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mops\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mTensor\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 305\u001b[0;31m       \u001b[0;32mreturn\u001b[0m \u001b[0mgen_control_flow_ops\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_switch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdata\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mpred\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mname\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    306\u001b[0m     \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    307\u001b[0m       \u001b[0;32mif\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0misinstance\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdata\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0mops\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mIndexedSlices\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0msparse_tensor\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mSparseTensor\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/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/ops/gen_control_flow_ops.pyc\u001b[0m in \u001b[0;36m_switch\u001b[0;34m(data, pred, name)\u001b[0m\n\u001b[1;32m    560\u001b[0m   \u001b[0;32mif\u001b[0m \u001b[0m_ctx\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0min_graph_mode\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[1;32m    561\u001b[0m     _, _, _op = _op_def_lib._apply_op_helper(\n\u001b[0;32m--> 562\u001b[0;31m         \"Switch\", data=data, pred=pred, name=name)\n\u001b[0m\u001b[1;32m    563\u001b[0m     \u001b[0m_result\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0m_op\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0moutputs\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[1;32m    564\u001b[0m     \u001b[0m_inputs_flat\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0m_op\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0minputs\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/framework/op_def_library.pyc\u001b[0m in \u001b[0;36m_apply_op_helper\u001b[0;34m(self, op_type_name, name, **keywords)\u001b[0m\n\u001b[1;32m    785\u001b[0m         op = g.create_op(op_type_name, inputs, output_types, name=scope,\n\u001b[1;32m    786\u001b[0m                          \u001b[0minput_types\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0minput_types\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mattrs\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mattr_protos\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 787\u001b[0;31m                          op_def=op_def)\n\u001b[0m\u001b[1;32m    788\u001b[0m       \u001b[0;32mreturn\u001b[0m \u001b[0moutput_structure\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mop_def\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mis_stateful\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mop\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    789\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/framework/ops.pyc\u001b[0m in \u001b[0;36mcreate_op\u001b[0;34m(self, op_type, inputs, dtypes, input_types, name, attrs, op_def, compute_shapes, compute_device)\u001b[0m\n\u001b[1;32m   2956\u001b[0m         op_def=op_def)\n\u001b[1;32m   2957\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0mcompute_shapes\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 2958\u001b[0;31m       \u001b[0mset_shapes_for_outputs\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mret\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   2959\u001b[0m     \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_add_op\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mret\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   2960\u001b[0m     \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_record_op_seen_by_control_dependencies\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mret\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/framework/ops.pyc\u001b[0m in \u001b[0;36mset_shapes_for_outputs\u001b[0;34m(op)\u001b[0m\n\u001b[1;32m   2207\u001b[0m       \u001b[0mshape_func\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0m_call_cpp_shape_fn_and_require_op\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   2208\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 2209\u001b[0;31m   \u001b[0mshapes\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mshape_func\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mop\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   2210\u001b[0m   \u001b[0;32mif\u001b[0m \u001b[0mshapes\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   2211\u001b[0m     raise RuntimeError(\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/framework/ops.pyc\u001b[0m in \u001b[0;36mcall_with_requiring\u001b[0;34m(op)\u001b[0m\n\u001b[1;32m   2157\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   2158\u001b[0m   \u001b[0;32mdef\u001b[0m \u001b[0mcall_with_requiring\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mop\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 2159\u001b[0;31m     \u001b[0;32mreturn\u001b[0m \u001b[0mcall_cpp_shape_fn\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mop\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrequire_shape_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mTrue\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   2160\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   2161\u001b[0m   \u001b[0m_call_cpp_shape_fn_and_require_op\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcall_with_requiring\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/framework/common_shapes.pyc\u001b[0m in \u001b[0;36mcall_cpp_shape_fn\u001b[0;34m(op, require_shape_fn)\u001b[0m\n\u001b[1;32m    625\u001b[0m     res = _call_cpp_shape_fn_impl(op, input_tensors_needed,\n\u001b[1;32m    626\u001b[0m                                   \u001b[0minput_tensors_as_shapes_needed\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 627\u001b[0;31m                                   require_shape_fn)\n\u001b[0m\u001b[1;32m    628\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0misinstance\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mres\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mdict\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    629\u001b[0m       \u001b[0;31m# Handles the case where _call_cpp_shape_fn_impl calls unknown_shape(op).\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/framework/common_shapes.pyc\u001b[0m in \u001b[0;36m_call_cpp_shape_fn_impl\u001b[0;34m(op, input_tensors_needed, input_tensors_as_shapes_needed, require_shape_fn)\u001b[0m\n\u001b[1;32m    662\u001b[0m     \u001b[0;31m# pylint: enable=protected-access\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    663\u001b[0m     \u001b[0;32mreturn\u001b[0m \u001b[0mr\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mSerializeToString\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 664\u001b[0;31m   \u001b[0minput_shapes\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m[\u001b[0m\u001b[0mtensor_to_inference_result\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mi\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;32mfor\u001b[0m \u001b[0mi\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mop\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0minputs\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    665\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    666\u001b[0m   \u001b[0minput_tensors\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m[\u001b[0m\u001b[0mNone\u001b[0m \u001b[0;32mfor\u001b[0m \u001b[0mi\u001b[0m \u001b[0;32min\u001b[0m \u001b[0minput_shapes\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/framework/common_shapes.pyc\u001b[0m in \u001b[0;36mtensor_to_inference_result\u001b[0;34m(t)\u001b[0m\n\u001b[1;32m    656\u001b[0m   \u001b[0;32mdef\u001b[0m \u001b[0mtensor_to_inference_result\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mt\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    657\u001b[0m     \u001b[0mr\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcpp_shape_inference_pb2\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mCppShapeInferenceResult\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 658\u001b[0;31m     \u001b[0mr\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mshape\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mCopyFrom\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mt\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget_shape\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mas_proto\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    659\u001b[0m     \u001b[0;31m# pylint: disable=protected-access\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    660\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0mt\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_handle_data\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/google/protobuf/internal/python_message.pyc\u001b[0m in \u001b[0;36mgetter\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m    705\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0mfield_value\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    706\u001b[0m       \u001b[0;31m# Construct a new object to represent this field.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 707\u001b[0;31m       \u001b[0mfield_value\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfield\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_default_constructor\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    708\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    709\u001b[0m       \u001b[0;31m# Atomically check if another thread has preempted us and, if not, swap\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/google/protobuf/internal/python_message.pyc\u001b[0m in \u001b[0;36mMakeSubMessageDefault\u001b[0;34m(message)\u001b[0m\n\u001b[1;32m    423\u001b[0m     \u001b[0mmessage_type\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfield\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mmessage_type\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    424\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mMakeSubMessageDefault\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmessage\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 425\u001b[0;31m       \u001b[0mresult\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mmessage_type\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_concrete_class\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    426\u001b[0m       result._SetListener(\n\u001b[1;32m    427\u001b[0m           \u001b[0m_OneofListener\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmessage\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfield\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;31mKeyboardInterrupt\u001b[0m: "
     ]
    }
   ],
   "source": [
    "output_list = []\n",
    "final_index, final_action, output_ta_final = recursive_func(inp_hidden, inp_cell, 0, 2, output_ta_list=output_list)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 92,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "output_list_mat = map(lambda ta: ta.stack(), output_list)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 93,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "sess = tf.InteractiveSession()\n",
    "\n",
    "tf.global_variables_initializer().run()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 75,
   "metadata": {
    "collapsed": true
   },
   "outputs": [
    {
     "ename": "ValueError",
     "evalue": "Fetch argument <tf.Tensor 'TensorArrayStack/TensorArrayGatherV3:0' shape=(?, ?, 2) dtype=float32> cannot be interpreted as a Tensor. (Tensor Tensor(\"TensorArrayStack/TensorArrayGatherV3:0\", shape=(?, ?, 2), dtype=float32) is not an element of this graph.)",
     "output_type": "error",
     "traceback": [
      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[0;31mValueError\u001b[0m                                Traceback (most recent call last)",
      "\u001b[0;32m<ipython-input-75-1ba6ad593dd7>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[1;32m      3\u001b[0m     feed_dict={\n\u001b[1;32m      4\u001b[0m         \u001b[0minp_hidden\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mrandom\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mrand\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;36m10\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mNUM_HIDDEN_UNITS\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 5\u001b[0;31m         \u001b[0minp_cell\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mrandom\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mrand\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;36m10\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mNUM_HIDDEN_UNITS\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m      6\u001b[0m     }\n\u001b[1;32m      7\u001b[0m )\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/client/session.pyc\u001b[0m in \u001b[0;36mrun\u001b[0;34m(self, fetches, feed_dict, options, run_metadata)\u001b[0m\n\u001b[1;32m    887\u001b[0m     \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    888\u001b[0m       result = self._run(None, fetches, feed_dict, options_ptr,\n\u001b[0;32m--> 889\u001b[0;31m                          run_metadata_ptr)\n\u001b[0m\u001b[1;32m    890\u001b[0m       \u001b[0;32mif\u001b[0m \u001b[0mrun_metadata\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    891\u001b[0m         \u001b[0mproto_data\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mtf_session\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mTF_GetBuffer\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mrun_metadata_ptr\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/client/session.pyc\u001b[0m in \u001b[0;36m_run\u001b[0;34m(self, handle, fetches, feed_dict, options, run_metadata)\u001b[0m\n\u001b[1;32m   1103\u001b[0m     \u001b[0;31m# Create a fetch handler to take care of the structure of fetches.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1104\u001b[0m     fetch_handler = _FetchHandler(\n\u001b[0;32m-> 1105\u001b[0;31m         self._graph, fetches, feed_dict_tensor, feed_handles=feed_handles)\n\u001b[0m\u001b[1;32m   1106\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1107\u001b[0m     \u001b[0;31m# Run request and get response.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/client/session.pyc\u001b[0m in \u001b[0;36m__init__\u001b[0;34m(self, graph, fetches, feeds, feed_handles)\u001b[0m\n\u001b[1;32m    412\u001b[0m     \"\"\"\n\u001b[1;32m    413\u001b[0m     \u001b[0;32mwith\u001b[0m \u001b[0mgraph\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--> 414\u001b[0;31m       \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_fetch_mapper\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0m_FetchMapper\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mfor_fetch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfetches\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    415\u001b[0m     \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_fetches\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[1;32m    416\u001b[0m     \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_targets\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/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/client/session.pyc\u001b[0m in \u001b[0;36mfor_fetch\u001b[0;34m(fetch)\u001b[0m\n\u001b[1;32m    232\u001b[0m     \u001b[0;32melif\u001b[0m \u001b[0misinstance\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfetch\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0mlist\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mtuple\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[1;32m    233\u001b[0m       \u001b[0;31m# NOTE(touts): This is also the code path for namedtuples.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 234\u001b[0;31m       \u001b[0;32mreturn\u001b[0m \u001b[0m_ListFetchMapper\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfetch\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    235\u001b[0m     \u001b[0;32melif\u001b[0m \u001b[0misinstance\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfetch\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mdict\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    236\u001b[0m       \u001b[0;32mreturn\u001b[0m \u001b[0m_DictFetchMapper\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfetch\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/client/session.pyc\u001b[0m in \u001b[0;36m__init__\u001b[0;34m(self, fetches)\u001b[0m\n\u001b[1;32m    339\u001b[0m     \"\"\"\n\u001b[1;32m    340\u001b[0m     \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_fetch_type\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mtype\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfetches\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 341\u001b[0;31m     \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_mappers\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m[\u001b[0m\u001b[0m_FetchMapper\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mfor_fetch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfetch\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;32mfor\u001b[0m \u001b[0mfetch\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mfetches\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    342\u001b[0m     \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_unique_fetches\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_value_indices\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0m_uniquify_fetches\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_mappers\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    343\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/client/session.pyc\u001b[0m in \u001b[0;36mfor_fetch\u001b[0;34m(fetch)\u001b[0m\n\u001b[1;32m    240\u001b[0m         \u001b[0;32mif\u001b[0m \u001b[0misinstance\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfetch\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mtensor_type\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    241\u001b[0m           \u001b[0mfetches\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mcontraction_fn\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfetch_fn\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfetch\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 242\u001b[0;31m           \u001b[0;32mreturn\u001b[0m \u001b[0m_ElementFetchMapper\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfetches\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mcontraction_fn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    243\u001b[0m     \u001b[0;31m# Did not find anything.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    244\u001b[0m     raise TypeError('Fetch argument %r has invalid type %r' %\n",
      "\u001b[0;32m/Users/Alex_Reiner/tensorflow/lib/python2.7/site-packages/tensorflow/python/client/session.pyc\u001b[0m in \u001b[0;36m__init__\u001b[0;34m(self, fetches, contraction_fn)\u001b[0m\n\u001b[1;32m    276\u001b[0m       \u001b[0;32mexcept\u001b[0m \u001b[0mValueError\u001b[0m \u001b[0;32mas\u001b[0m \u001b[0me\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    277\u001b[0m         raise ValueError('Fetch argument %r cannot be interpreted as a '\n\u001b[0;32m--> 278\u001b[0;31m                          'Tensor. (%s)' % (fetch, str(e)))\n\u001b[0m\u001b[1;32m    279\u001b[0m       \u001b[0;32mexcept\u001b[0m \u001b[0mKeyError\u001b[0m \u001b[0;32mas\u001b[0m \u001b[0me\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    280\u001b[0m         raise ValueError('Fetch argument %r cannot be interpreted as a '\n",
      "\u001b[0;31mValueError\u001b[0m: Fetch argument <tf.Tensor 'TensorArrayStack/TensorArrayGatherV3:0' shape=(?, ?, 2) dtype=float32> cannot be interpreted as a Tensor. (Tensor Tensor(\"TensorArrayStack/TensorArrayGatherV3:0\", shape=(?, ?, 2), dtype=float32) is not an element of this graph.)"
     ]
    }
   ],
   "source": [
    "res = sess.run(\n",
    "    [rec_accum, rec_count, start_sentinel, mat],\n",
    "    feed_dict={\n",
    "        inp_hidden: np.random.rand(10, NUM_HIDDEN_UNITS),\n",
    "        inp_cell: np.random.rand(10, NUM_HIDDEN_UNITS)\n",
    "    }\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 121,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "res = sess.run(\n",
    "    output_list_mat,\n",
    "    feed_dict={\n",
    "        inp_hidden: np.random.rand(2, NUM_HIDDEN_UNITS),\n",
    "        inp_cell: np.random.rand(2, NUM_HIDDEN_UNITS)\n",
    "    }\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 122,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[[1 0]\n",
      " [1 1]\n",
      " [1 1]\n",
      " [1 1]]\n",
      "\n",
      "[[1 1]\n",
      " [0 0]\n",
      " [0 0]\n",
      " [0 0]]\n",
      "\n",
      "[[0 1]\n",
      " [0 0]\n",
      " [0 0]\n",
      " [0 0]]\n"
     ]
    }
   ],
   "source": [
    "print np.argmax(res[0], axis=-1)\n",
    "print\n",
    "print np.argmax(res[1], axis=-1)\n",
    "print\n",
    "print np.argmax(res[2], axis=-1)"
   ]
  }
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