text_cluser.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import hanlp\n",
    "import pymysql\n",
    "import datetime\n",
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "import re"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Executing op Range in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op Cast in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op HashTableV2 in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op LookupTableImportV2 in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op RandomUniform in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op Sub in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op Mul in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op Add in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op VarHandleOp in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op VarIsInitializedOp in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op LogicalNot in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op Assert in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op AssignVariableOp in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op VarHandleOp in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op TruncatedNormal in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op VarHandleOp in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op Fill in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op VarHandleOp in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op VarHandleOp in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op VarHandleOp in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op VarHandleOp in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op VarHandleOp in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op VarHandleOp in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op VarHandleOp in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Done loading 197 BERT weights from: C:\\Users\\lh\\AppData\\Roaming\\hanlp\\thirdparty\\storage.googleapis.com\\bert_models\\2018_11_03\\chinese_L-12_H-768_A-12\\bert_model.ckpt into <bert.model.BertModelLayer object at 0x000002CE14FBA088> (prefix:bert). Count of weights not found in the checkpoint was: [0]. Count of weights with mismatched shape: [0]\n",
      "Unused weights from checkpoint: \n",
      "\tbert/pooler/dense/bias\n",
      "\tbert/pooler/dense/kernel\n",
      "\tcls/predictions/output_bias\n",
      "\tcls/predictions/transform/LayerNorm/beta\n",
      "\tcls/predictions/transform/LayerNorm/gamma\n",
      "\tcls/predictions/transform/dense/bias\n",
      "\tcls/predictions/transform/dense/kernel\n",
      "\tcls/seq_relationship/output_bias\n",
      "\tcls/seq_relationship/output_weights\n",
      "Executing op VarHandleOp in device /job:localhost/replica:0/task:0/device:CPU:0\n"
     ]
    }
   ],
   "source": [
    "conn = pymysql.connect(port=3306,user='root',passwd='220155',charset='utf8')\n",
    "cursor = conn.cursor()\n",
    "sql = 'use weibo_media'\n",
    "cursor.execute(sql)\n",
    "%matplotlib qt5\n",
    "%config InlineBackend.figure_format = 'svg'\n",
    "time_unit = 1\n",
    "recognizer = hanlp.load(hanlp.pretrained.ner.MSRA_NER_BERT_BASE_ZH)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "sql = 'select post_content from post order by post_time'\n",
    "cursor.execute(sql)\n",
    "weibo_media_data = cursor.fetchall()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
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      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
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      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
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      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
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      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
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      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
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      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
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      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
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      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
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      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
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      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
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      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
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      "----------------------------------------------------------------------------------------------------\n",
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      "----------------------------------------------------------------------------------------------------\n",
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      "----------------------------------------------------------------------------------------------------\n",
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      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
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      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
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      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
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      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
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      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
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      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
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      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
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      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
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      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
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      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
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      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
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      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
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      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
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      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
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      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
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      "----------------------------------------------------------------------------------------------------\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
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      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
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      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
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      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
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      "----------------------------------------------------------------------------------------------------\n",
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      "----------------------------------------------------------------------------------------------------\n",
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      "----------------------------------------------------------------------------------------------------\n",
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      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
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      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
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      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
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      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
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      "----------------------------------------------------------------------------------------------------\n",
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      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
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      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "20-04-01 10:43:44 WARNING Input tokens 特朗普推特全文如下：伊朗居然敢大胆谈论把美国特定资产作为目标进行报复，就因为我们刚刚除掉了他们的恐怖主义领导人，那个刚刚杀死了一名美国人，重伤多人，且不说他一生在伊朗国内杀了多少人的那个人（包括数百名伊朗示威者）……此人已经袭击了我们的使馆，并且在谋划袭击其他目标 exceed the max sequence length of 126. The exceeded part will be truncated and ignored. You are recommended to split your long text into several sentences within 126 tokens beforehand.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
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      "----------------------------------------------------------------------------------------------------\n",
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      "----------------------------------------------------------------------------------------------------\n",
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      "----------------------------------------------------------------------------------------------------\n",
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      "----------------------------------------------------------------------------------------------------\n",
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      "----------------------------------------------------------------------------------------------------\n",
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      "----------------------------------------------------------------------------------------------------\n",
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      "----------------------------------------------------------------------------------------------------\n",
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      "----------------------------------------------------------------------------------------------------\n",
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      "----------------------------------------------------------------------------------------------------\n",
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      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
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      "----------------------------------------------------------------------------------------------------\n",
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      "----------------------------------------------------------------------------------------------------\n",
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      "----------------------------------------------------------------------------------------------------\n",
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      "----------------------------------------------------------------------------------------------------\n",
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      "----------------------------------------------------------------------------------------------------\n",
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      "----------------------------------------------------------------------------------------------------\n",
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      "----------------------------------------------------------------------------------------------------\n",
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      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
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      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
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      "----------------------------------------------------------------------------------------------------\n",
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      "----------------------------------------------------------------------------------------------------\n",
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      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
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      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
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      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
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      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
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      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "20-04-01 10:48:32 WARNING Input tokens 中国驻美使馆网站1月5日消息，近日，伊朗伊斯兰革命卫队下属“圣城旅”指挥官卡西姆·苏莱马尼在伊拉克巴格达机场遇袭死亡后，美国各地城市加强安全措施，首都华盛顿处于戒备状态，中国驻美使馆建议和提醒在美中国公民密切关注当地安全形势，提高警惕，注意安全防范，慎重考虑前往公众场所，如遇危险或突发情况请及时拨打911报警或与中国驻美使领馆联系 exceed the max sequence length of 126. The exceeded part will be truncated and ignored. You are recommended to split your long text into several sentences within 126 tokens beforehand.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
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      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
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      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
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      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "20-04-01 10:48:59 WARNING Input tokens LeminisreschinoisdesAffairesérangèresWangYis'esenreenusamediauéléphonedelasiuaionauMoyen-OrienavecsonhomologuefrançaisJean-YvesLeDrian.L'usageunilaéraldelaforcenerésoudraaucunproblème,neproduiraquedeseffesconrairesàceuxaenduseconduiraaucerclevicieuxdelaconfronaion,adéclaréM.Wang.M.LeDrianadéclarépoursaparquelaFranceesopposéeàl'usagedelaforcedanslesrelaionsinernaionalesequelasouveraineéerriorialedel'Irakdoiêrerespecée.Ilesvialdepréserverl'accordnucléaireiraniendanslescirconsancesacuelles,adiM.LeDrian,ajouanquelaFranceespèrereserencommunicaionéroieaveclaChineejouerunrôleposiifdanslapréveniondel'escaladedesensionsrégionales.M.WangaindiquéquelaChineparageuneposiionsimilaireàcelledelaFrancesurceequesion. exceed the max sequence length of 126. The exceeded part will be truncated and ignored. You are recommended to split your long text into several sentences within 126 tokens beforehand.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
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      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
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      "----------------------------------------------------------------------------------------------------\n",
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      "----------------------------------------------------------------------------------------------------\n",
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      "----------------------------------------------------------------------------------------------------\n",
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      "----------------------------------------------------------------------------------------------------\n",
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      "----------------------------------------------------------------------------------------------------\n",
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      "----------------------------------------------------------------------------------------------------\n",
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      "----------------------------------------------------------------------------------------------------\n",
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      "----------------------------------------------------------------------------------------------------\n",
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      "----------------------------------------------------------------------------------------------------\n",
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      "----------------------------------------------------------------------------------------------------\n",
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      "----------------------------------------------------------------------------------------------------\n",
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      "----------------------------------------------------------------------------------------------------\n",
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      "----------------------------------------------------------------------------------------------------\n",
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      "----------------------------------------------------------------------------------------------------\n",
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      "----------------------------------------------------------------------------------------------------\n",
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      "----------------------------------------------------------------------------------------------------\n",
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      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
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      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
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      "----------------------------------------------------------------------------------------------------\n",
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      "----------------------------------------------------------------------------------------------------\n",
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      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
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      "----------------------------------------------------------------------------------------------------\n",
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      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
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      "----------------------------------------------------------------------------------------------------\n",
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      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
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      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
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      "----------------------------------------------------------------------------------------------------\n",
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      "----------------------------------------------------------------------------------------------------\n",
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      "----------------------------------------------------------------------------------------------------\n",
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      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
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      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "20-04-01 10:51:32 WARNING Input tokens 特朗普在先后两条推文中写道：“大量的伊朗示威者对我们的大使馆进行了袭击，并准备将暴力泼洒至其它地点，多年来伊朗虽不是大患但却是个问题，让我们以此为警告，如果伊朗袭击任何美国公民或者美国财产，52个伊朗目标还有伊朗自身，都将受到非常快速且非常强力的打击，这些目标已在瞄准之下，其中一些是伊朗或伊朗文化的机要之地，美国不想受到任何威胁 exceed the max sequence length of 126. The exceeded part will be truncated and ignored. You are recommended to split your long text into several sentences within 126 tokens beforehand.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
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      "----------------------------------------------------------------------------------------------------\n",
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      "----------------------------------------------------------------------------------------------------\n",
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      "----------------------------------------------------------------------------------------------------\n",
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      "----------------------------------------------------------------------------------------------------\n",
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      "----------------------------------------------------------------------------------------------------\n",
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      "----------------------------------------------------------------------------------------------------\n",
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      "----------------------------------------------------------------------------------------------------\n",
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      "----------------------------------------------------------------------------------------------------\n",
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      "----------------------------------------------------------------------------------------------------\n",
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      "----------------------------------------------------------------------------------------------------\n",
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      "----------------------------------------------------------------------------------------------------\n",
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      "----------------------------------------------------------------------------------------------------\n",
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      "----------------------------------------------------------------------------------------------------\n",
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
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      "----------------------------------------------------------------------------------------------------\n",
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      "----------------------------------------------------------------------------------------------------\n",
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      "----------------------------------------------------------------------------------------------------\n",
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      "----------------------------------------------------------------------------------------------------\n",
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      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
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      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
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      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
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      "----------------------------------------------------------------------------------------------------\n",
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      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
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      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
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      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
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      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
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      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
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      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
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      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
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      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
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      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
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      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
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      "----------------------------------------------------------------------------------------------------\n",
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      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
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      "----------------------------------------------------------------------------------------------------\n",
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      "----------------------------------------------------------------------------------------------------\n",
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      "----------------------------------------------------------------------------------------------------\n",
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      "----------------------------------------------------------------------------------------------------\n",
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      "----------------------------------------------------------------------------------------------------\n",
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      "----------------------------------------------------------------------------------------------------\n",
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      "----------------------------------------------------------------------------------------------------\n",
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      "----------------------------------------------------------------------------------------------------\n",
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      "----------------------------------------------------------------------------------------------------\n",
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      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
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      "----------------------------------------------------------------------------------------------------\n",
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      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
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      "----------------------------------------------------------------------------------------------------\n",
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      "----------------------------------------------------------------------------------------------------\n",
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      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
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      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
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      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
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      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
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      "----------------------------------------------------------------------------------------------------\n",
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      "----------------------------------------------------------------------------------------------------\n",
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      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
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      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "20-04-01 10:58:19 WARNING Input tokens 就今日的A股有三方面值得注意，一是连涨之后存在获利盘抛售压力，二是茅台为代表的大蓝筹压制指数，三是中东局势紧张，就钱端事件，愿招行能践行大行责任，毕竟推荐下载钱端APP确实违规，招行即扩大了见证业务范围，又拓展了第三方渠道的发布和销售见证，再说了公安机关现已经认定钱端爆雷为刑事案件 exceed the max sequence length of 126. The exceeded part will be truncated and ignored. You are recommended to split your long text into several sentences within 126 tokens beforehand.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
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      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
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      "----------------------------------------------------------------------------------------------------\n",
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      "----------------------------------------------------------------------------------------------------\n",
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      "----------------------------------------------------------------------------------------------------\n",
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      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
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      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
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      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
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      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
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      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
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      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
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      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
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      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
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      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
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      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
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      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
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      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
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      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
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      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
      "Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n"
     ]
    },
    {
     "ename": "KeyboardInterrupt",
     "evalue": "",
     "output_type": "error",
     "traceback": [
      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[1;31mKeyboardInterrupt\u001b[0m                         Traceback (most recent call last)",
      "\u001b[1;32m<ipython-input-37-a11e0e36d393>\u001b[0m in \u001b[0;36m<module>\u001b[1;34m\u001b[0m\n\u001b[0;32m     13\u001b[0m     \u001b[1;32mfor\u001b[0m \u001b[0msentence\u001b[0m \u001b[1;32min\u001b[0m \u001b[0msentences\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m     14\u001b[0m         \u001b[1;31m#print(sentence)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m---> 15\u001b[1;33m         \u001b[0mne_s\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mrecognizer\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0msentence\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m     16\u001b[0m         \u001b[1;32mfor\u001b[0m \u001b[0mne\u001b[0m \u001b[1;32min\u001b[0m \u001b[0mne_s\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m     17\u001b[0m             \u001b[1;32mif\u001b[0m \u001b[0mne\u001b[0m\u001b[1;33m[\u001b[0m\u001b[1;36m1\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m==\u001b[0m\u001b[1;34m'NS'\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32mD:\\program\\anaconda3.7\\lib\\site-packages\\hanlp\\common\\component.py\u001b[0m in \u001b[0;36m__call__\u001b[1;34m(self, data, **kwargs)\u001b[0m\n\u001b[0;32m     49\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m     50\u001b[0m     \u001b[1;32mdef\u001b[0m \u001b[0m__call__\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mdata\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m---> 51\u001b[1;33m         \u001b[1;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mpredict\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mdata\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m     52\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m     53\u001b[0m     \u001b[1;33m@\u001b[0m\u001b[0mstaticmethod\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32mD:\\program\\anaconda3.7\\lib\\site-packages\\hanlp\\common\\component.py\u001b[0m in \u001b[0;36mpredict\u001b[1;34m(self, data, batch_size, **kwargs)\u001b[0m\n\u001b[0;32m    459\u001b[0m             \u001b[1;32melse\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    460\u001b[0m                 \u001b[0minputs\u001b[0m \u001b[1;33m=\u001b[0m \u001b[1;32mNone\u001b[0m  \u001b[1;31m# if data is a generator, it's usually one-time, not able to transform into a list\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 461\u001b[1;33m             \u001b[1;32mfor\u001b[0m \u001b[0moutput\u001b[0m \u001b[1;32min\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mpredict_batch\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mbatch\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0minputs\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0minputs\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m    462\u001b[0m                 \u001b[0mresults\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mappend\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0moutput\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    463\u001b[0m             \u001b[0mnum_samples\u001b[0m \u001b[1;33m+=\u001b[0m \u001b[0msamples_in_batch\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32mD:\\program\\anaconda3.7\\lib\\site-packages\\hanlp\\common\\component.py\u001b[0m in \u001b[0;36mpredict_batch\u001b[1;34m(self, batch, inputs, **kwargs)\u001b[0m\n\u001b[0;32m    469\u001b[0m     \u001b[1;32mdef\u001b[0m \u001b[0mpredict_batch\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mbatch\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0minputs\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;32mNone\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    470\u001b[0m         \u001b[0mX\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mbatch\u001b[0m\u001b[1;33m[\u001b[0m\u001b[1;36m0\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 471\u001b[1;33m         \u001b[0mY\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mmodel\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mpredict_on_batch\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mX\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m    472\u001b[0m         \u001b[1;32mfor\u001b[0m \u001b[0moutput\u001b[0m \u001b[1;32min\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mtransform\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mY_to_outputs\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mY\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mX\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mX\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0minputs\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0minputs\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    473\u001b[0m             \u001b[1;32myield\u001b[0m \u001b[0moutput\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32mD:\\program\\anaconda3.7\\lib\\site-packages\\tensorflow_core\\python\\keras\\engine\\training.py\u001b[0m in \u001b[0;36mpredict_on_batch\u001b[1;34m(self, x)\u001b[0m\n\u001b[0;32m   1133\u001b[0m     \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_check_call_args\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;34m'predict_on_batch'\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m   1134\u001b[0m     \u001b[1;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_experimental_run_tf_function\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m-> 1135\u001b[1;33m       \u001b[1;32mreturn\u001b[0m \u001b[0mtraining_v2_utils\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mpredict_on_batch\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mx\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m   1136\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m   1137\u001b[0m     if (self._distribution_strategy and\n",
      "\u001b[1;32mD:\\program\\anaconda3.7\\lib\\site-packages\\tensorflow_core\\python\\keras\\engine\\training_v2_utils.py\u001b[0m in \u001b[0;36mpredict_on_batch\u001b[1;34m(model, x)\u001b[0m\n\u001b[0;32m    368\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    369\u001b[0m   \u001b[1;32mwith\u001b[0m \u001b[0mbackend\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0meager_learning_phase_scope\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;36m0\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 370\u001b[1;33m     \u001b[1;32mreturn\u001b[0m \u001b[0mmodel\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0minputs\u001b[0m\u001b[1;33m)\u001b[0m  \u001b[1;31m# pylint: disable=not-callable\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m",
      "\u001b[1;32mD:\\program\\anaconda3.7\\lib\\site-packages\\tensorflow_core\\python\\keras\\engine\\base_layer.py\u001b[0m in \u001b[0;36m__call__\u001b[1;34m(self, inputs, *args, **kwargs)\u001b[0m\n\u001b[0;32m    889\u001b[0m           with base_layer_utils.autocast_context_manager(\n\u001b[0;32m    890\u001b[0m               self._compute_dtype):\n\u001b[1;32m--> 891\u001b[1;33m             \u001b[0moutputs\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mcall\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mcast_inputs\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m*\u001b[0m\u001b[0margs\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m    892\u001b[0m           \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_handle_activity_regularization\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0minputs\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0moutputs\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    893\u001b[0m           \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_set_mask_metadata\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0minputs\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0moutputs\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0minput_masks\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32mD:\\program\\anaconda3.7\\lib\\site-packages\\tensorflow_core\\python\\keras\\engine\\network.py\u001b[0m in \u001b[0;36mcall\u001b[1;34m(self, inputs, training, mask)\u001b[0m\n\u001b[0;32m    706\u001b[0m     return self._run_internal_graph(\n\u001b[0;32m    707\u001b[0m         \u001b[0minputs\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mtraining\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mtraining\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mmask\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mmask\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 708\u001b[1;33m         convert_kwargs_to_constants=base_layer_utils.call_context().saving)\n\u001b[0m\u001b[0;32m    709\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    710\u001b[0m   \u001b[1;32mdef\u001b[0m \u001b[0mcompute_output_shape\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0minput_shape\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32mD:\\program\\anaconda3.7\\lib\\site-packages\\tensorflow_core\\python\\keras\\engine\\network.py\u001b[0m in \u001b[0;36m_run_internal_graph\u001b[1;34m(self, inputs, training, mask, convert_kwargs_to_constants)\u001b[0m\n\u001b[0;32m    858\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    859\u001b[0m           \u001b[1;31m# Compute outputs.\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 860\u001b[1;33m           \u001b[0moutput_tensors\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mlayer\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mcomputed_tensors\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m    861\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    862\u001b[0m           \u001b[1;31m# Update tensor_dict.\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32mD:\\program\\anaconda3.7\\lib\\site-packages\\tensorflow_core\\python\\keras\\engine\\base_layer.py\u001b[0m in \u001b[0;36m__call__\u001b[1;34m(self, inputs, *args, **kwargs)\u001b[0m\n\u001b[0;32m    889\u001b[0m           with base_layer_utils.autocast_context_manager(\n\u001b[0;32m    890\u001b[0m               self._compute_dtype):\n\u001b[1;32m--> 891\u001b[1;33m             \u001b[0moutputs\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mcall\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mcast_inputs\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m*\u001b[0m\u001b[0margs\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m    892\u001b[0m           \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_handle_activity_regularization\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0minputs\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0moutputs\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    893\u001b[0m           \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_set_mask_metadata\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0minputs\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0moutputs\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0minput_masks\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32mD:\\program\\anaconda3.7\\lib\\site-packages\\bert\\model.py\u001b[0m in \u001b[0;36mcall\u001b[1;34m(self, inputs, mask, training)\u001b[0m\n\u001b[0;32m     72\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m     73\u001b[0m         \u001b[0membedding_output\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0membeddings_layer\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0minputs\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mmask\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mmask\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mtraining\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mtraining\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m---> 74\u001b[1;33m         \u001b[0moutput\u001b[0m           \u001b[1;33m=\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mencoders_layer\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0membedding_output\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mmask\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mmask\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mtraining\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mtraining\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m     75\u001b[0m         \u001b[1;32mreturn\u001b[0m \u001b[0moutput\u001b[0m   \u001b[1;31m# [B, seq_len, hidden_size]\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m     76\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32mD:\\program\\anaconda3.7\\lib\\site-packages\\tensorflow_core\\python\\keras\\engine\\base_layer.py\u001b[0m in \u001b[0;36m__call__\u001b[1;34m(self, inputs, *args, **kwargs)\u001b[0m\n\u001b[0;32m    889\u001b[0m           with base_layer_utils.autocast_context_manager(\n\u001b[0;32m    890\u001b[0m               self._compute_dtype):\n\u001b[1;32m--> 891\u001b[1;33m             \u001b[0moutputs\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mcall\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mcast_inputs\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m*\u001b[0m\u001b[0margs\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m    892\u001b[0m           \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_handle_activity_regularization\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0minputs\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0moutputs\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    893\u001b[0m           \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_set_mask_metadata\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0minputs\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0moutputs\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0minput_masks\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32mD:\\program\\anaconda3.7\\lib\\site-packages\\bert\\transformer.py\u001b[0m in \u001b[0;36mcall\u001b[1;34m(self, inputs, mask, training)\u001b[0m\n\u001b[0;32m    226\u001b[0m             \u001b[0mlayer_input\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mlayer_output\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    227\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 228\u001b[1;33m             \u001b[0mlayer_output\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mencoder_layer\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mlayer_input\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mmask\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mmask\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mtraining\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mtraining\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m    229\u001b[0m             \u001b[0mlayer_outputs\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mappend\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mlayer_output\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    230\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32mD:\\program\\anaconda3.7\\lib\\site-packages\\tensorflow_core\\python\\keras\\engine\\base_layer.py\u001b[0m in \u001b[0;36m__call__\u001b[1;34m(self, inputs, *args, **kwargs)\u001b[0m\n\u001b[0;32m    889\u001b[0m           with base_layer_utils.autocast_context_manager(\n\u001b[0;32m    890\u001b[0m               self._compute_dtype):\n\u001b[1;32m--> 891\u001b[1;33m             \u001b[0moutputs\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mcall\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mcast_inputs\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m*\u001b[0m\u001b[0margs\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m    892\u001b[0m           \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_handle_activity_regularization\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0minputs\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0moutputs\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    893\u001b[0m           \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_set_mask_metadata\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0minputs\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0moutputs\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0minput_masks\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32mD:\\program\\anaconda3.7\\lib\\site-packages\\bert\\transformer.py\u001b[0m in \u001b[0;36mcall\u001b[1;34m(self, inputs, mask, training)\u001b[0m\n\u001b[0;32m    169\u001b[0m         \u001b[0mlayer_input\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0minputs\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    170\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 171\u001b[1;33m         \u001b[0mattention_output\u001b[0m    \u001b[1;33m=\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mself_attention_layer\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mlayer_input\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mmask\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mmask\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mtraining\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mtraining\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m    172\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    173\u001b[0m         \u001b[1;31m# intermediate\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32mD:\\program\\anaconda3.7\\lib\\site-packages\\tensorflow_core\\python\\keras\\engine\\base_layer.py\u001b[0m in \u001b[0;36m__call__\u001b[1;34m(self, inputs, *args, **kwargs)\u001b[0m\n\u001b[0;32m    889\u001b[0m           with base_layer_utils.autocast_context_manager(\n\u001b[0;32m    890\u001b[0m               self._compute_dtype):\n\u001b[1;32m--> 891\u001b[1;33m             \u001b[0moutputs\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mcall\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mcast_inputs\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m*\u001b[0m\u001b[0margs\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m    892\u001b[0m           \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_handle_activity_regularization\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0minputs\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0moutputs\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    893\u001b[0m           \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_set_mask_metadata\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0minputs\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0moutputs\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0minput_masks\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32mD:\\program\\anaconda3.7\\lib\\site-packages\\bert\\transformer.py\u001b[0m in \u001b[0;36mcall\u001b[1;34m(self, inputs, mask, training)\u001b[0m\n\u001b[0;32m    117\u001b[0m         \u001b[1;31m#\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    118\u001b[0m         \u001b[0mattention_head\u001b[0m   \u001b[1;33m=\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mattention_layer\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mlayer_input\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mmask\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mmask\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mtraining\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mtraining\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 119\u001b[1;33m         \u001b[0mattention_output\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mattention_projector\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m[\u001b[0m\u001b[0mattention_head\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mlayer_input\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mmask\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mmask\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mtraining\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mtraining\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m    120\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    121\u001b[0m         \u001b[1;32mreturn\u001b[0m \u001b[0mattention_output\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32mD:\\program\\anaconda3.7\\lib\\site-packages\\tensorflow_core\\python\\keras\\engine\\base_layer.py\u001b[0m in \u001b[0;36m__call__\u001b[1;34m(self, inputs, *args, **kwargs)\u001b[0m\n\u001b[0;32m    889\u001b[0m           with base_layer_utils.autocast_context_manager(\n\u001b[0;32m    890\u001b[0m               self._compute_dtype):\n\u001b[1;32m--> 891\u001b[1;33m             \u001b[0moutputs\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mcall\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mcast_inputs\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m*\u001b[0m\u001b[0margs\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m    892\u001b[0m           \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_handle_activity_regularization\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0minputs\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0moutputs\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    893\u001b[0m           \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_set_mask_metadata\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0minputs\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0moutputs\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0minput_masks\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32mD:\\program\\anaconda3.7\\lib\\site-packages\\bert\\transformer.py\u001b[0m in \u001b[0;36mcall\u001b[1;34m(self, inputs, mask, training, **kwargs)\u001b[0m\n\u001b[0;32m     62\u001b[0m     \u001b[1;32mdef\u001b[0m \u001b[0mcall\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0minputs\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mmask\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;32mNone\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mtraining\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;32mNone\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m     63\u001b[0m         \u001b[0moutput\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mresidual\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0minputs\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m---> 64\u001b[1;33m         \u001b[0moutput\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mdense\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0moutput\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m     65\u001b[0m         \u001b[0moutput\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mdropout\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0moutput\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mtraining\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mtraining\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m     66\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32mD:\\program\\anaconda3.7\\lib\\site-packages\\tensorflow_core\\python\\keras\\engine\\base_layer.py\u001b[0m in \u001b[0;36m__call__\u001b[1;34m(self, inputs, *args, **kwargs)\u001b[0m\n\u001b[0;32m    889\u001b[0m           with base_layer_utils.autocast_context_manager(\n\u001b[0;32m    890\u001b[0m               self._compute_dtype):\n\u001b[1;32m--> 891\u001b[1;33m             \u001b[0moutputs\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mcall\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mcast_inputs\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m*\u001b[0m\u001b[0margs\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m    892\u001b[0m           \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_handle_activity_regularization\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0minputs\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0moutputs\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    893\u001b[0m           \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_set_mask_metadata\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0minputs\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0moutputs\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0minput_masks\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32mD:\\program\\anaconda3.7\\lib\\site-packages\\tensorflow_core\\python\\keras\\layers\\core.py\u001b[0m in \u001b[0;36mcall\u001b[1;34m(self, inputs)\u001b[0m\n\u001b[0;32m   1043\u001b[0m     \u001b[1;32mif\u001b[0m \u001b[0mrank\u001b[0m \u001b[1;33m>\u001b[0m \u001b[1;36m2\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m   1044\u001b[0m       \u001b[1;31m# Broadcasting is required for the inputs.\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m-> 1045\u001b[1;33m       \u001b[0moutputs\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mstandard_ops\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mtensordot\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0minputs\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mkernel\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m[\u001b[0m\u001b[1;33m[\u001b[0m\u001b[0mrank\u001b[0m \u001b[1;33m-\u001b[0m \u001b[1;36m1\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m[\u001b[0m\u001b[1;36m0\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m   1046\u001b[0m       \u001b[1;31m# Reshape the output back to the original ndim of the input.\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m   1047\u001b[0m       \u001b[1;32mif\u001b[0m \u001b[1;32mnot\u001b[0m \u001b[0mcontext\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mexecuting_eagerly\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32mD:\\program\\anaconda3.7\\lib\\site-packages\\tensorflow_core\\python\\ops\\math_ops.py\u001b[0m in \u001b[0;36mtensordot\u001b[1;34m(a, b, axes, name)\u001b[0m\n\u001b[0;32m   4075\u001b[0m     b_reshape, b_free_dims, b_free_dims_static = _tensordot_reshape(\n\u001b[0;32m   4076\u001b[0m         b, b_axes, True)\n\u001b[1;32m-> 4077\u001b[1;33m     \u001b[0mab_matmul\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mmatmul\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0ma_reshape\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mb_reshape\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m   4078\u001b[0m     \u001b[1;32mif\u001b[0m \u001b[0misinstance\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0ma_free_dims\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mlist\u001b[0m\u001b[1;33m)\u001b[0m \u001b[1;32mand\u001b[0m \u001b[0misinstance\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mb_free_dims\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mlist\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m   4079\u001b[0m       \u001b[1;32mreturn\u001b[0m \u001b[0marray_ops\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mreshape\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mab_matmul\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0ma_free_dims\u001b[0m \u001b[1;33m+\u001b[0m \u001b[0mb_free_dims\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mname\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mname\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32mD:\\program\\anaconda3.7\\lib\\site-packages\\tensorflow_core\\python\\util\\dispatch.py\u001b[0m in \u001b[0;36mwrapper\u001b[1;34m(*args, **kwargs)\u001b[0m\n\u001b[0;32m    178\u001b[0m     \u001b[1;34m\"\"\"Call target, and fall back on dispatchers if there is a TypeError.\"\"\"\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    179\u001b[0m     \u001b[1;32mtry\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 180\u001b[1;33m       \u001b[1;32mreturn\u001b[0m \u001b[0mtarget\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m*\u001b[0m\u001b[0margs\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m    181\u001b[0m     \u001b[1;32mexcept\u001b[0m \u001b[1;33m(\u001b[0m\u001b[0mTypeError\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mValueError\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    182\u001b[0m       \u001b[1;31m# Note: convert_to_eager_tensor currently raises a ValueError, not a\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32mD:\\program\\anaconda3.7\\lib\\site-packages\\tensorflow_core\\python\\ops\\math_ops.py\u001b[0m in \u001b[0;36mmatmul\u001b[1;34m(a, b, transpose_a, transpose_b, adjoint_a, adjoint_b, a_is_sparse, b_is_sparse, name)\u001b[0m\n\u001b[0;32m   2763\u001b[0m     \u001b[1;32melse\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m   2764\u001b[0m       return gen_math_ops.mat_mul(\n\u001b[1;32m-> 2765\u001b[1;33m           a, b, transpose_a=transpose_a, transpose_b=transpose_b, name=name)\n\u001b[0m\u001b[0;32m   2766\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m   2767\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32mD:\\program\\anaconda3.7\\lib\\site-packages\\tensorflow_core\\python\\ops\\gen_math_ops.py\u001b[0m in \u001b[0;36mmat_mul\u001b[1;34m(a, b, transpose_a, transpose_b, name)\u001b[0m\n\u001b[0;32m   6109\u001b[0m         \u001b[0m_ctx\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_context_handle\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0m_ctx\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_thread_local_data\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mdevice_name\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;34m\"MatMul\"\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m   6110\u001b[0m         \u001b[0mname\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0m_ctx\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_post_execution_callbacks\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0ma\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mb\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;34m\"transpose_a\"\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m-> 6111\u001b[1;33m         transpose_a, \"transpose_b\", transpose_b)\n\u001b[0m\u001b[0;32m   6112\u001b[0m       \u001b[1;32mreturn\u001b[0m \u001b[0m_result\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m   6113\u001b[0m     \u001b[1;32mexcept\u001b[0m \u001b[0m_core\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_FallbackException\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;31mKeyboardInterrupt\u001b[0m: "
     ]
    }
   ],
   "source": [
    "NS = set()#地点名\n",
    "NR = set()#人名\n",
    "NT = set()#机构名\n",
    "for data in weibo_media_data:\n",
    "    data = data[-1]\n",
    "    topics = re.findall(\"(?<=<#>).*?(?=</#>)\", data)\n",
    "    links = re.findall(\"(?<=<u>).*?(?=</u>)\", data)\n",
    "    users = re.findall(\"(?<=<@>).*?(?=</@>)\", data)\n",
    "    title = re.findall(\"(?<=【).*?(?=】)\",data)\n",
    "    data = re.sub(\"<#>.*?</#>|<u>.*?</u>|<@>.*?</@>|【.*?】\", '', data)\n",
    "    data = re.sub('据.{1,15}报道|()','',data)\n",
    "    sentences = re.split('(?:[。|！|\\!||？|\\?|；|;])',data)\n",
    "    for sentence in sentences:\n",
    "        #print(sentence)\n",
    "        ne_s = recognizer(sentence)\n",
    "        for ne in ne_s:\n",
    "            if ne[1]=='NS':\n",
    "                NS.add(ne[0])\n",
    "            if ne[1]=='NT':\n",
    "                NT.add(ne[0])\n",
    "            if ne[1]=='NR':\n",
    "                NR.add(ne[0])\n",
    "        #print(ne_s)\n",
    "    print('-'*100)\n",
    "    #print(data)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "ename": "TypeError",
     "evalue": "unhashable type: 'list'",
     "output_type": "error",
     "traceback": [
      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[1;31mTypeError\u001b[0m                                 Traceback (most recent call last)",
      "\u001b[1;32m<ipython-input-10-4dd5c5039024>\u001b[0m in \u001b[0;36m<module>\u001b[1;34m\u001b[0m\n\u001b[0;32m    189\u001b[0m  '黎巴嫩']\n\u001b[0;32m    190\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 191\u001b[1;33m \u001b[0mtest\u001b[0m \u001b[1;33m=\u001b[0m \u001b[1;33m{\u001b[0m\u001b[1;33m[\u001b[0m\u001b[1;34m'韩'\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;34m'非'\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;34m'韩国'\u001b[0m\u001b[1;33m}\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m",
      "\u001b[1;31mTypeError\u001b[0m: unhashable type: 'list'"
     ]
    }
   ],
   "source": [
    "NS = ['Al-Baladairbase',\n",
    " 'CN',\n",
    " 'Kirkuk',\n",
    " 'Mar-a-Lago',\n",
    " 'Twier',\n",
    " '“',\n",
    " '“圣城”清真寺',\n",
    " '”',\n",
    " '”库姆',\n",
    " '上海',\n",
    " '东',\n",
    " '中',\n",
    " '中东',\n",
    " '中东海湾',\n",
    " '中国',\n",
    " '中東',\n",
    " '乌',\n",
    " '也门',\n",
    " '亚',\n",
    " '亚太',\n",
    " '亚洲',\n",
    " '京沪高铁',\n",
    " '什',\n",
    " '什叶走廊',\n",
    " '今',\n",
    " '以色列',\n",
    " '伊',\n",
    " '伊拉',\n",
    " '伊拉克',\n",
    " '伊拉克国际机场',\n",
    " '伊拉克基地',\n",
    " '伊拉克机场',\n",
    " '伊朗',\n",
    " '伊空军基地',\n",
    " '会',\n",
    " '佛罗里达州',\n",
    " '俄',\n",
    " '俄罗斯',\n",
    " '克尔曼',\n",
    " '克尔曼市',\n",
    " '克尔曼省',\n",
    " '共和国',\n",
    " '加勒比海岛',\n",
    " '加州',\n",
    " '加拿大',\n",
    " '北京',\n",
    " '北卡罗来纳州',\n",
    " '北卡羅來納州',\n",
    " '半岛',\n",
    " '华',\n",
    " '华尔街',\n",
    " '华盛顿',\n",
    " '华盛顿州',\n",
    " '华盛顿特区',\n",
    " '卡塔尔',\n",
    " '卡尔巴拉',\n",
    " '卡迪米亚区',\n",
    " '印度',\n",
    " '印度洋',\n",
    " '印度洋前进基地',\n",
    " '印度洋基地',\n",
    " '厄比尔机场',\n",
    " '叙利亚',\n",
    " '古巴',\n",
    " '台',\n",
    " '台湾',\n",
    " '吉布提',\n",
    " '喀秋莎',\n",
    " '基尔库克',\n",
    " '塔季',\n",
    " '多哈',\n",
    " '奥克兰',\n",
    " '奥匈帝国',\n",
    " '寺',\n",
    " '尼',\n",
    " '尼日',\n",
    " '山西',\n",
    " '巴勒斯坦',\n",
    " '巴基斯坦',\n",
    " '巴拉德',\n",
    " '巴拉德(Balad)空军基地',\n",
    " '巴拉德空军基地',\n",
    " '巴林',\n",
    " '巴格达',\n",
    " '巴格达“绿区”',\n",
    " '巴格达国际机场',\n",
    " '巴格达塔季体育场',\n",
    " '巴格达机场',\n",
    " '巴格达绿区庆典广场',\n",
    " '巴格達國際機場',\n",
    " '巴西',\n",
    " '布',\n",
    " '布伦特',\n",
    " '布拉格堡',\n",
    " '布鲁塞尔',\n",
    " '希尔空军基地',\n",
    " '庆典广场',\n",
    " '库姆',\n",
    " '库尔德',\n",
    " '底格里斯河',\n",
    " '德',\n",
    " '德国',\n",
    " '德黑兰',\n",
    " '德黑兰大学清真寺',\n",
    " '德黑蘭',\n",
    " '意大利',\n",
    " '拉斐特公园',\n",
    " '拉穆',\n",
    " '拜莱德空军基地',\n",
    " '摩洛哥',\n",
    " '新加坡',\n",
    " '日本',\n",
    " '旧金山',\n",
    " '时代广场',\n",
    " '曼尼',\n",
    " '朝鲜',\n",
    " '朝鲜半岛',\n",
    " '机场货运大厅',\n",
    " '欧',\n",
    " '欧洲',\n",
    " '沙特',\n",
    " '沙特阿拉伯',\n",
    " '沙特阿美',\n",
    " '河北',\n",
    " '法',\n",
    " '法国',\n",
    " '波士顿',\n",
    " '波斯湾',\n",
    " '洛克比',\n",
    " '洛杉矶',\n",
    " '海湖庄园',\n",
    " '海湾',\n",
    " '特拉維夫',\n",
    " '特拉维夫',\n",
    " '犹他州',\n",
    " '科威特',\n",
    " '科尔曼',\n",
    " '空军基地',\n",
    " '索莱',\n",
    " '索莱马尼',\n",
    " '索马里',\n",
    " '红海',\n",
    " '纳杰夫',\n",
    " '纽约',\n",
    " '纽约市',\n",
    " '纽约时代广场',\n",
    " '绿区',\n",
    " '美',\n",
    " '美军空军基地',\n",
    " '美国',\n",
    " '美国联邦存储图书馆',\n",
    " '美國',\n",
    " '联',\n",
    " '肯尼亚',\n",
    " '芝加哥',\n",
    " '苏格兰',\n",
    " '苏莱曼尼',\n",
    " '苏莱马尼',\n",
    " '苏雷马尼',\n",
    " '英',\n",
    " '英国',\n",
    " '莱曼尼',\n",
    " '莱马尼',\n",
    " '菲律宾',\n",
    " '萨拉赫丁省',\n",
    " '西亚',\n",
    " '西雅图',\n",
    " '议会大厅',\n",
    " '贝鲁特',\n",
    " '费城',\n",
    " '贾姆卡兰清真寺',\n",
    " '贾德里亚',\n",
    " '贾德里亚社区',\n",
    " '越南',\n",
    " '迈阿密',\n",
    " '迪拜',\n",
    " '长安街',\n",
    " '阿塞拜疆',\n",
    " '阿富汗',\n",
    " '阿布扎比',\n",
    " '阿拉伯',\n",
    " '阿曼湾',\n",
    " '阿瓦兹',\n",
    " '霍尔木兹海峡',\n",
    " '非洲',\n",
    " '韩',\n",
    " '韩国',\n",
    " '香港',\n",
    " '黎巴嫩']\n",
    "\n",
    "test = {'韩':'韩国'}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'韩国'"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "test['韩','非']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'419预备役联队',\n",
       " '4小时全球领事保护与服务应急呼叫中心',\n",
       " 'ABC新闻',\n",
       " 'AlArabiya',\n",
       " 'AlMasdarNews',\n",
       " 'BBC',\n",
       " 'Buzzfeednews',\n",
       " 'C',\n",
       " 'CBP',\n",
       " 'CNN',\n",
       " 'DHS',\n",
       " 'E',\n",
       " 'FDLP',\n",
       " 'G',\n",
       " 'GPO',\n",
       " 'IAEA',\n",
       " 'IS',\n",
       " 'ISIS',\n",
       " 'MSCI',\n",
       " 'NBC',\n",
       " 'OPEC',\n",
       " 'PMF',\n",
       " 'PressTV',\n",
       " 'QudsForce',\n",
       " 'RT',\n",
       " 'Snopes',\n",
       " 'TasnimNewsAgency',\n",
       " 'WTI',\n",
       " 'amzeh',\n",
       " 'eries',\n",
       " 'm',\n",
       " 'o',\n",
       " 'u',\n",
       " '’',\n",
       " '“',\n",
       " '“PressTV”',\n",
       " '“人民动员”',\n",
       " '“人民动员”组织',\n",
       " '“基地”组织',\n",
       " '“巴丹号”两栖预备支队',\n",
       " '“杜鲁门”号航母',\n",
       " '”',\n",
       " '下院外交事务委员会',\n",
       " '中东之眼',\n",
       " '中共中央政治局',\n",
       " '中国外交部',\n",
       " '中国外交部全球领事保护与服务应急呼叫中心',\n",
       " '中国央行',\n",
       " '中国宏观经济研究院',\n",
       " '中国宝安',\n",
       " '中国新闻网',\n",
       " '中国日报',\n",
       " '中国日报网',\n",
       " '中国驻纽约总领馆',\n",
       " '中国驻美使领馆',\n",
       " '中国驻美使馆',\n",
       " '中国驻美国大使馆',\n",
       " '中央情报局',\n",
       " '中情局',\n",
       " '中新网',\n",
       " '中曼石油',\n",
       " '中苏集团',\n",
       " '五角大楼',\n",
       " '人民动',\n",
       " '人民动员力量”(PMF',\n",
       " '人民动员组织',\n",
       " '人民动员组织”',\n",
       " '人民日报',\n",
       " '今日俄罗斯',\n",
       " '以色列军事中心',\n",
       " '伊',\n",
       " '伊拉克人民动员组织',\n",
       " '伊拉克内政部',\n",
       " '伊拉克国会',\n",
       " '伊拉克国家电视台',\n",
       " '伊拉克国民议会',\n",
       " '伊拉克国防部',\n",
       " '伊拉克安全力量信息中心',\n",
       " '伊拉克民兵武装“人民动员组织”',\n",
       " '伊拉克民兵组织',\n",
       " '伊拉克议会',\n",
       " '伊斯兰共和国通讯社',\n",
       " '伊斯兰国',\n",
       " '伊斯兰议会',\n",
       " '伊斯兰革命卫队',\n",
       " '伊斯兰革命卫队“圣城旅”',\n",
       " '伊朗“PressTV”电视台',\n",
       " '伊朗“圣城军”',\n",
       " '伊朗“圣城旅',\n",
       " '伊朗“圣城旅”',\n",
       " '伊朗代表团',\n",
       " '伊朗伊斯兰共和国通讯社',\n",
       " '伊朗伊斯兰卫队',\n",
       " '伊朗伊斯兰通讯社',\n",
       " '伊朗伊斯兰革命卫队',\n",
       " '伊朗伊斯兰革命卫队“圣城旅',\n",
       " '伊朗伊斯兰革命卫队“圣城旅”',\n",
       " '伊朗伊斯兰革命卫队圣城旅',\n",
       " '伊朗伊斯兰革命卫队海军',\n",
       " '伊朗伊斯兰革命卫队特种部',\n",
       " '伊朗伊斯兰革命卫队特种部队“圣城军”部队',\n",
       " '伊朗伊斯兰革命卫队特种部队“圣城旅”部队',\n",
       " '伊朗伊斯兰革命卫队精锐',\n",
       " '伊朗伊斯蘭革命衛隊',\n",
       " '伊朗信息和通信技术部',\n",
       " '伊朗国会',\n",
       " '伊朗国家发展基金',\n",
       " '伊朗国家最高安全委员会',\n",
       " '伊朗国家电视台',\n",
       " '伊朗国家电视台一台',\n",
       " '伊朗国家通讯社',\n",
       " '伊朗国防部',\n",
       " '伊朗圣城旅',\n",
       " '伊朗塔斯尼姆通讯社',\n",
       " '伊朗外交部',\n",
       " '伊朗德黑兰大学',\n",
       " '伊朗政府国家安全委员会',\n",
       " '伊朗最高国家安全委员会',\n",
       " '伊朗法尔斯通讯社',\n",
       " '伊朗电视台',\n",
       " '伊朗空军',\n",
       " '伊朗精锐革命卫队',\n",
       " '伊朗航空',\n",
       " '伊朗英语电视台',\n",
       " '伊朗议会',\n",
       " '伊朗议会主持委员会',\n",
       " '伊朗迈赫尔通讯社',\n",
       " '伊朗陆军',\n",
       " '伊朗革命卫队',\n",
       " '伊朗革命卫队“圣城旅',\n",
       " '伊朗革命卫队“圣城旅”',\n",
       " '伊朗革命卫队圣城旅',\n",
       " '伊朗革命卫队总参谋部',\n",
       " '伊朗革命卫队特种部队',\n",
       " '伊朗驻巴格达大使馆',\n",
       " '伊朗驻联合国代表团',\n",
       " '伊朗驻联合国使团',\n",
       " '众',\n",
       " '众议院',\n",
       " '佛罗里达州海湖庄园私人高尔夫球俱乐部',\n",
       " '使馆',\n",
       " '俄外交部',\n",
       " '俄新社',\n",
       " '俄罗斯RT',\n",
       " '俄罗斯卫星网',\n",
       " '俄罗斯卫星通信社',\n",
       " '俄罗斯卫星通讯社',\n",
       " '俄罗斯外交部',\n",
       " '保守党',\n",
       " '克准军事组织',\n",
       " '克尔曼省革命卫队',\n",
       " '公司',\n",
       " '共和党',\n",
       " '共和党国会众议院',\n",
       " '兵役登记局',\n",
       " '内阁',\n",
       " '凤凰卫视',\n",
       " '凤凰卫视中文台',\n",
       " '利',\n",
       " '券商中国',\n",
       " '务征兵网站',\n",
       " '动员组',\n",
       " '北约',\n",
       " '北约驻伊拉克特派团',\n",
       " '半岛电视台',\n",
       " '华尔街日报',\n",
       " '华盛顿戒备状态兵役登记局',\n",
       " '华盛顿邮报',\n",
       " '卫报',\n",
       " '参',\n",
       " '参议院',\n",
       " '参议院多数党',\n",
       " '参议院少数党',\n",
       " '反旅',\n",
       " '号',\n",
       " '国会',\n",
       " '国会山报',\n",
       " '国务委员会',\n",
       " '国务院',\n",
       " '国土安全部',\n",
       " '国杀死伊斯兰革命卫队“圣城旅',\n",
       " '国防部',\n",
       " '国际原子能机构',\n",
       " '国际联军',\n",
       " '国际联军驻伊拉克指挥中心',\n",
       " '国际联盟',\n",
       " '圣城军',\n",
       " '圣城旅',\n",
       " '圣战旅',\n",
       " '埃及外交事务委员会',\n",
       " '塔斯尼姆通讯社',\n",
       " '复仇者联盟',\n",
       " '外交政策杂志',\n",
       " '外交部',\n",
       " '外交部24小时全球领事保护与服务应急呼叫中心',\n",
       " '外交部“领事直通车',\n",
       " '外交部全球领事保护与服务应急呼叫中心',\n",
       " '央视',\n",
       " '央视财经评论',\n",
       " '奥巴马',\n",
       " '安信军工冯福章团队',\n",
       " '安理会',\n",
       " '小时全球领事保护与服务应急呼叫中心',\n",
       " '小组委员会',\n",
       " '山东黄金',\n",
       " '川财证券',\n",
       " '巴格达大使馆',\n",
       " '常驻教科文组织使团',\n",
       " '德国外交部',\n",
       " '德黑兰大学',\n",
       " '恒邦股份',\n",
       " '招行',\n",
       " '摩根',\n",
       " '摩根资产管理',\n",
       " '政府国家安全委员会',\n",
       " '文森斯号',\n",
       " '斯兰革命',\n",
       " '新华社',\n",
       " '新华网',\n",
       " '日',\n",
       " '日产',\n",
       " '日产汽车',\n",
       " '日本法院',\n",
       " '日经',\n",
       " '旧金山纪事报',\n",
       " '普',\n",
       " '智库国际危机小组',\n",
       " '最高国家安全委员会',\n",
       " '朗',\n",
       " '朗普',\n",
       " '杜鲁门号',\n",
       " '标准普尔',\n",
       " '标普',\n",
       " '梅尔新闻社',\n",
       " '欧盟',\n",
       " '歌',\n",
       " '每',\n",
       " '每日邮报',\n",
       " '民主党',\n",
       " '民主共和',\n",
       " '沙特阿美公司',\n",
       " '法国《世界报》网站',\n",
       " '法尔斯通讯社',\n",
       " '法新社',\n",
       " '泛',\n",
       " '泛美航空',\n",
       " '波兰航空',\n",
       " '海关和边境保护局',\n",
       " '海军',\n",
       " '海军陆战队',\n",
       " '海外网',\n",
       " '海法',\n",
       " '海湖庄园',\n",
       " '潜能恒信',\n",
       " '澎湃新闻',\n",
       " '特别作战指挥部',\n",
       " '特勤局',\n",
       " '特斯拉',\n",
       " '特朗普酒店',\n",
       " '环球',\n",
       " '环球时报',\n",
       " '环球网',\n",
       " '瑞银环球财富管理',\n",
       " '白宫',\n",
       " '真主党旅',\n",
       " '石化油服',\n",
       " '石油输出国组织',\n",
       " '空军',\n",
       " '空军388联队',\n",
       " '立法会教育事务委员会',\n",
       " '站',\n",
       " '第26陆战队远征军',\n",
       " '第82',\n",
       " '第82空降师',\n",
       " '索马里“青年党”',\n",
       " '纳',\n",
       " '纳斯达克',\n",
       " '纽时',\n",
       " '纽约商品交易所',\n",
       " '纽约市警察局',\n",
       " '纽约总部',\n",
       " '纽约时报',\n",
       " '纽约警察局',\n",
       " '美使馆',\n",
       " '美军中央司令部',\n",
       " '美军太平洋战区指挥中心',\n",
       " '美军第82空降师',\n",
       " '美国',\n",
       " '美国ABC',\n",
       " '美国CNBC',\n",
       " '美国CNN',\n",
       " '美国“杜鲁门”号航母',\n",
       " '美国《华盛顿观察家报》',\n",
       " '美国《华盛顿邮报》',\n",
       " '美国《国家利益》双月刊',\n",
       " '美国《外交政策》双月刊',\n",
       " '美国《新闻周刊》',\n",
       " '美国《纽约时报》',\n",
       " '美国中央司令部',\n",
       " '美国中央情报局',\n",
       " '美国中情局',\n",
       " '美国五角大楼',\n",
       " '美国伊斯兰教关系委员会',\n",
       " '美国众议院',\n",
       " '美国众议院情报委员会',\n",
       " '美国会',\n",
       " '美国使馆',\n",
       " '美国供应管理协会',\n",
       " '美国全国广播公司',\n",
       " '美国兵役登记局',\n",
       " '美国务院',\n",
       " '美国参议院多数党',\n",
       " '美国国',\n",
       " '美国国会',\n",
       " '美国国会众议院',\n",
       " '美国国务院',\n",
       " '美国国土安全部',\n",
       " '美国国防部',\n",
       " '美国国防部五角大楼',\n",
       " '美国外交关系委员会',\n",
       " '美国外交政策杂志',\n",
       " '美国大使馆',\n",
       " '美国彭博社',\n",
       " '美国政府出版局',\n",
       " '美国有线电视新闻网',\n",
       " '美国有线电视新闻网CNN',\n",
       " '美国民主党',\n",
       " '美国海关与边境保护局',\n",
       " '美国海关和边境保护局',\n",
       " '美国海军文森斯号巡洋舰',\n",
       " '美国海军研究协会新闻网',\n",
       " '美国海军陆战队',\n",
       " '美国特勤局',\n",
       " '美国电视新闻网',\n",
       " '美国男足',\n",
       " '美国白宫',\n",
       " '美国福克斯',\n",
       " '美国福克斯新闻网',\n",
       " '美国空军',\n",
       " '美国突击队',\n",
       " '美国足协',\n",
       " '美国进步中心',\n",
       " '美国防部',\n",
       " '美国陆军',\n",
       " '美国驻',\n",
       " '美国驻伊大使馆',\n",
       " '美国驻伊拉克使馆',\n",
       " '美国驻伊拉克大使馆',\n",
       " '美国驻巴格达大使馆',\n",
       " '美国驻德黑兰大使馆',\n",
       " '美国驻黎巴嫩大使馆',\n",
       " '美國國防部',\n",
       " '美工白宫',\n",
       " '美海军“巴丹”号两栖攻击舰',\n",
       " '美第五舰队',\n",
       " '美联储',\n",
       " '美联社',\n",
       " '美駐伊使館',\n",
       " '美驻伊使馆',\n",
       " '美驻伊拉克使馆',\n",
       " '美驻伊拉克大使馆',\n",
       " '联',\n",
       " '联军',\n",
       " '联合国',\n",
       " '联合国安全理事会',\n",
       " '联合国安理会',\n",
       " '联合国总部',\n",
       " '联合国教科文组织',\n",
       " '联合国核监督机构',\n",
       " '联合早报',\n",
       " '联合早报网',\n",
       " '联盟',\n",
       " '联盟军',\n",
       " '联邦',\n",
       " '联邦兵役登记局',\n",
       " '联邦图书',\n",
       " '联邦图书馆计',\n",
       " '聖城旅',\n",
       " '航',\n",
       " '英',\n",
       " '英国BBC',\n",
       " '英国“天空新闻”',\n",
       " '英国《每日邮报》',\n",
       " '英国广播公司',\n",
       " '英国议会',\n",
       " '英国路透社',\n",
       " '茅台',\n",
       " '荣华实业',\n",
       " '观察者网',\n",
       " '计',\n",
       " '议会',\n",
       " '讯',\n",
       " '谷歌',\n",
       " '贝肯能源',\n",
       " '贵州茅台',\n",
       " '赤峰黄金',\n",
       " '路透',\n",
       " '路透社',\n",
       " '道',\n",
       " '道琼斯',\n",
       " '银泰黄金',\n",
       " '镜报',\n",
       " '闻',\n",
       " '队',\n",
       " '阿拉比亚电视台',\n",
       " '陆军',\n",
       " '陆军第82空降师',\n",
       " '雷克萨斯',\n",
       " '雷克萨斯公关',\n",
       " '青年党',\n",
       " '革命卫队',\n",
       " '韩联社',\n",
       " '音派支持特朗普”联盟',\n",
       " '驻伊拉克大使馆',\n",
       " '驻伊拉克巴格达大使馆',\n",
       " '驻教科文组织使团',\n",
       " '驻纽约总领馆',\n",
       " '驻美大使馆',\n",
       " '黎巴嫩真主党',\n",
       " '黑鹰'}"
      ]
     },
     "execution_count": 40,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "NT = ['419预备役联队',\n",
    " '4小时全球领事保护与服务应急呼叫中心',\n",
    " 'ABC新闻',\n",
    " 'AlArabiya',\n",
    " 'AlMasdarNews',\n",
    " 'BBC',\n",
    " 'Buzzfeednews',\n",
    " 'C',\n",
    " 'CBP',\n",
    " 'CNN',\n",
    " 'DHS',\n",
    " 'E',\n",
    " 'FDLP',\n",
    " 'G',\n",
    " 'GPO',\n",
    " 'IAEA',\n",
    " 'IS',\n",
    " 'ISIS',\n",
    " 'MSCI',\n",
    " 'NBC',\n",
    " 'OPEC',\n",
    " 'PMF',\n",
    " 'PressTV',\n",
    " 'QudsForce',\n",
    " 'RT',\n",
    " 'Snopes',\n",
    " 'TasnimNewsAgency',\n",
    " 'WTI',\n",
    " 'amzeh',\n",
    " 'eries',\n",
    " 'm',\n",
    " 'o',\n",
    " 'u',\n",
    " '’',\n",
    " '“',\n",
    " '“PressTV”',\n",
    " '“人民动员”',\n",
    " '“人民动员”组织',\n",
    " '“基地”组织',\n",
    " '“巴丹号”两栖预备支队',\n",
    " '“杜鲁门”号航母',\n",
    " '”',\n",
    " '下院外交事务委员会',\n",
    " '中东之眼',\n",
    " '中共中央政治局',\n",
    " '中国外交部',\n",
    " '中国外交部全球领事保护与服务应急呼叫中心',\n",
    " '中国央行',\n",
    " '中国宏观经济研究院',\n",
    " '中国宝安',\n",
    " '中国新闻网',\n",
    " '中国日报',\n",
    " '中国日报网',\n",
    " '中国驻纽约总领馆',\n",
    " '中国驻美使领馆',\n",
    " '中国驻美使馆',\n",
    " '中国驻美国大使馆',\n",
    " '中央情报局',\n",
    " '中情局',\n",
    " '中新网',\n",
    " '中曼石油',\n",
    " '中苏集团',\n",
    " '五角大楼',\n",
    " '人民动',\n",
    " '人民动员力量”(PMF',\n",
    " '人民动员组织',\n",
    " '人民动员组织”',\n",
    " '人民日报',\n",
    " '今日俄罗斯',\n",
    " '以色列军事中心',\n",
    " '伊',\n",
    " '伊拉克人民动员组织',\n",
    " '伊拉克内政部',\n",
    " '伊拉克国会',\n",
    " '伊拉克国家电视台',\n",
    " '伊拉克国民议会',\n",
    " '伊拉克国防部',\n",
    " '伊拉克安全力量信息中心',\n",
    " '伊拉克民兵武装“人民动员组织”',\n",
    " '伊拉克民兵组织',\n",
    " '伊拉克议会',\n",
    " '伊斯兰共和国通讯社',\n",
    " '伊斯兰国',\n",
    " '伊斯兰议会',\n",
    " '伊斯兰革命卫队',\n",
    " '伊斯兰革命卫队“圣城旅”',\n",
    " '伊朗“PressTV”电视台',\n",
    " '伊朗“圣城军”',\n",
    " '伊朗“圣城旅',\n",
    " '伊朗“圣城旅”',\n",
    " '伊朗代表团',\n",
    " '伊朗伊斯兰共和国通讯社',\n",
    " '伊朗伊斯兰卫队',\n",
    " '伊朗伊斯兰通讯社',\n",
    " '伊朗伊斯兰革命卫队',\n",
    " '伊朗伊斯兰革命卫队“圣城旅',\n",
    " '伊朗伊斯兰革命卫队“圣城旅”',\n",
    " '伊朗伊斯兰革命卫队圣城旅',\n",
    " '伊朗伊斯兰革命卫队海军',\n",
    " '伊朗伊斯兰革命卫队特种部',\n",
    " '伊朗伊斯兰革命卫队特种部队“圣城军”部队',\n",
    " '伊朗伊斯兰革命卫队特种部队“圣城旅”部队',\n",
    " '伊朗伊斯兰革命卫队精锐',\n",
    " '伊朗伊斯蘭革命衛隊',\n",
    " '伊朗信息和通信技术部',\n",
    " '伊朗国会',\n",
    " '伊朗国家发展基金',\n",
    " '伊朗国家最高安全委员会',\n",
    " '伊朗国家电视台',\n",
    " '伊朗国家电视台一台',\n",
    " '伊朗国家通讯社',\n",
    " '伊朗国防部',\n",
    " '伊朗圣城旅',\n",
    " '伊朗塔斯尼姆通讯社',\n",
    " '伊朗外交部',\n",
    " '伊朗德黑兰大学',\n",
    " '伊朗政府国家安全委员会',\n",
    " '伊朗最高国家安全委员会',\n",
    " '伊朗法尔斯通讯社',\n",
    " '伊朗电视台',\n",
    " '伊朗空军',\n",
    " '伊朗精锐革命卫队',\n",
    " '伊朗航空',\n",
    " '伊朗英语电视台',\n",
    " '伊朗议会',\n",
    " '伊朗议会主持委员会',\n",
    " '伊朗迈赫尔通讯社',\n",
    " '伊朗陆军',\n",
    " '伊朗革命卫队',\n",
    " '伊朗革命卫队“圣城旅',\n",
    " '伊朗革命卫队“圣城旅”',\n",
    " '伊朗革命卫队圣城旅',\n",
    " '伊朗革命卫队总参谋部',\n",
    " '伊朗革命卫队特种部队',\n",
    " '伊朗驻巴格达大使馆',\n",
    " '伊朗驻联合国代表团',\n",
    " '伊朗驻联合国使团',\n",
    " '众',\n",
    " '众议院',\n",
    " '佛罗里达州海湖庄园私人高尔夫球俱乐部',\n",
    " '使馆',\n",
    " '俄外交部',\n",
    " '俄新社',\n",
    " '俄罗斯RT',\n",
    " '俄罗斯卫星网',\n",
    " '俄罗斯卫星通信社',\n",
    " '俄罗斯卫星通讯社',\n",
    " '俄罗斯外交部',\n",
    " '保守党',\n",
    " '克准军事组织',\n",
    " '克尔曼省革命卫队',\n",
    " '公司',\n",
    " '共和党',\n",
    " '共和党国会众议院',\n",
    " '兵役登记局',\n",
    " '内阁',\n",
    " '凤凰卫视',\n",
    " '凤凰卫视中文台',\n",
    " '利',\n",
    " '券商中国',\n",
    " '务征兵网站',\n",
    " '动员组',\n",
    " '北约',\n",
    " '北约驻伊拉克特派团',\n",
    " '半岛电视台',\n",
    " '华尔街日报',\n",
    " '华盛顿戒备状态兵役登记局',\n",
    " '华盛顿邮报',\n",
    " '卫报',\n",
    " '参',\n",
    " '参议院',\n",
    " '参议院多数党',\n",
    " '参议院少数党',\n",
    " '反旅',\n",
    " '号',\n",
    " '国会',\n",
    " '国会山报',\n",
    " '国务委员会',\n",
    " '国务院',\n",
    " '国土安全部',\n",
    " '国杀死伊斯兰革命卫队“圣城旅',\n",
    " '国防部',\n",
    " '国际原子能机构',\n",
    " '国际联军',\n",
    " '国际联军驻伊拉克指挥中心',\n",
    " '国际联盟',\n",
    " '圣城军',\n",
    " '圣城旅',\n",
    " '圣战旅',\n",
    " '埃及外交事务委员会',\n",
    " '塔斯尼姆通讯社',\n",
    " '复仇者联盟',\n",
    " '外交政策杂志',\n",
    " '外交部',\n",
    " '外交部24小时全球领事保护与服务应急呼叫中心',\n",
    " '外交部“领事直通车',\n",
    " '外交部全球领事保护与服务应急呼叫中心',\n",
    " '央视',\n",
    " '央视财经评论',\n",
    " '奥巴马',\n",
    " '安信军工冯福章团队',\n",
    " '安理会',\n",
    " '小时全球领事保护与服务应急呼叫中心',\n",
    " '小组委员会',\n",
    " '山东黄金',\n",
    " '川财证券',\n",
    " '巴格达大使馆',\n",
    " '常驻教科文组织使团',\n",
    " '德国外交部',\n",
    " '德黑兰大学',\n",
    " '恒邦股份',\n",
    " '招行',\n",
    " '摩根',\n",
    " '摩根资产管理',\n",
    " '政府国家安全委员会',\n",
    " '文森斯号',\n",
    " '斯兰革命',\n",
    " '新华社',\n",
    " '新华网',\n",
    " '日',\n",
    " '日产',\n",
    " '日产汽车',\n",
    " '日本法院',\n",
    " '日经',\n",
    " '旧金山纪事报',\n",
    " '普',\n",
    " '智库国际危机小组',\n",
    " '最高国家安全委员会',\n",
    " '朗',\n",
    " '朗普',\n",
    " '杜鲁门号',\n",
    " '标准普尔',\n",
    " '标普',\n",
    " '梅尔新闻社',\n",
    " '欧盟',\n",
    " '歌',\n",
    " '每',\n",
    " '每日邮报',\n",
    " '民主党',\n",
    " '民主共和',\n",
    " '沙特阿美公司',\n",
    " '法国《世界报》网站',\n",
    " '法尔斯通讯社',\n",
    " '法新社',\n",
    " '泛',\n",
    " '泛美航空',\n",
    " '波兰航空',\n",
    " '海关和边境保护局',\n",
    " '海军',\n",
    " '海军陆战队',\n",
    " '海外网',\n",
    " '海法',\n",
    " '海湖庄园',\n",
    " '潜能恒信',\n",
    " '澎湃新闻',\n",
    " '特别作战指挥部',\n",
    " '特勤局',\n",
    " '特斯拉',\n",
    " '特朗普酒店',\n",
    " '环球',\n",
    " '环球时报',\n",
    " '环球网',\n",
    " '瑞银环球财富管理',\n",
    " '白宫',\n",
    " '真主党旅',\n",
    " '石化油服',\n",
    " '石油输出国组织',\n",
    " '空军',\n",
    " '空军388联队',\n",
    " '立法会教育事务委员会',\n",
    " '站',\n",
    " '第26陆战队远征军',\n",
    " '第82',\n",
    " '第82空降师',\n",
    " '索马里“青年党”',\n",
    " '纳',\n",
    " '纳斯达克',\n",
    " '纽时',\n",
    " '纽约商品交易所',\n",
    " '纽约市警察局',\n",
    " '纽约总部',\n",
    " '纽约时报',\n",
    " '纽约警察局',\n",
    " '美使馆',\n",
    " '美军中央司令部',\n",
    " '美军太平洋战区指挥中心',\n",
    " '美军第82空降师',\n",
    " '美国',\n",
    " '美国ABC',\n",
    " '美国CNBC',\n",
    " '美国CNN',\n",
    " '美国“杜鲁门”号航母',\n",
    " '美国《华盛顿观察家报》',\n",
    " '美国《华盛顿邮报》',\n",
    " '美国《国家利益》双月刊',\n",
    " '美国《外交政策》双月刊',\n",
    " '美国《新闻周刊》',\n",
    " '美国《纽约时报》',\n",
    " '美国中央司令部',\n",
    " '美国中央情报局',\n",
    " '美国中情局',\n",
    " '美国五角大楼',\n",
    " '美国伊斯兰教关系委员会',\n",
    " '美国众议院',\n",
    " '美国众议院情报委员会',\n",
    " '美国会',\n",
    " '美国使馆',\n",
    " '美国供应管理协会',\n",
    " '美国全国广播公司',\n",
    " '美国兵役登记局',\n",
    " '美国务院',\n",
    " '美国参议院多数党',\n",
    " '美国国',\n",
    " '美国国会',\n",
    " '美国国会众议院',\n",
    " '美国国务院',\n",
    " '美国国土安全部',\n",
    " '美国国防部',\n",
    " '美国国防部五角大楼',\n",
    " '美国外交关系委员会',\n",
    " '美国外交政策杂志',\n",
    " '美国大使馆',\n",
    " '美国彭博社',\n",
    " '美国政府出版局',\n",
    " '美国有线电视新闻网',\n",
    " '美国有线电视新闻网CNN',\n",
    " '美国民主党',\n",
    " '美国海关与边境保护局',\n",
    " '美国海关和边境保护局',\n",
    " '美国海军文森斯号巡洋舰',\n",
    " '美国海军研究协会新闻网',\n",
    " '美国海军陆战队',\n",
    " '美国特勤局',\n",
    " '美国电视新闻网',\n",
    " '美国男足',\n",
    " '美国白宫',\n",
    " '美国福克斯',\n",
    " '美国福克斯新闻网',\n",
    " '美国空军',\n",
    " '美国突击队',\n",
    " '美国足协',\n",
    " '美国进步中心',\n",
    " '美国防部',\n",
    " '美国陆军',\n",
    " '美国驻',\n",
    " '美国驻伊大使馆',\n",
    " '美国驻伊拉克使馆',\n",
    " '美国驻伊拉克大使馆',\n",
    " '美国驻巴格达大使馆',\n",
    " '美国驻德黑兰大使馆',\n",
    " '美国驻黎巴嫩大使馆',\n",
    " '美國國防部',\n",
    " '美工白宫',\n",
    " '美海军“巴丹”号两栖攻击舰',\n",
    " '美第五舰队',\n",
    " '美联储',\n",
    " '美联社',\n",
    " '美駐伊使館',\n",
    " '美驻伊使馆',\n",
    " '美驻伊拉克使馆',\n",
    " '美驻伊拉克大使馆',\n",
    " '联',\n",
    " '联军',\n",
    " '联合国',\n",
    " '联合国安全理事会',\n",
    " '联合国安理会',\n",
    " '联合国总部',\n",
    " '联合国教科文组织',\n",
    " '联合国核监督机构',\n",
    " '联合早报',\n",
    " '联合早报网',\n",
    " '联盟',\n",
    " '联盟军',\n",
    " '联邦',\n",
    " '联邦兵役登记局',\n",
    " '联邦图书',\n",
    " '联邦图书馆计',\n",
    " '聖城旅',\n",
    " '航',\n",
    " '英',\n",
    " '英国BBC',\n",
    " '英国“天空新闻”',\n",
    " '英国《每日邮报》',\n",
    " '英国广播公司',\n",
    " '英国议会',\n",
    " '英国路透社',\n",
    " '茅台',\n",
    " '荣华实业',\n",
    " '观察者网',\n",
    " '计',\n",
    " '议会',\n",
    " '讯',\n",
    " '谷歌',\n",
    " '贝肯能源',\n",
    " '贵州茅台',\n",
    " '赤峰黄金',\n",
    " '路透',\n",
    " '路透社',\n",
    " '道',\n",
    " '道琼斯',\n",
    " '银泰黄金',\n",
    " '镜报',\n",
    " '闻',\n",
    " '队',\n",
    " '阿拉比亚电视台',\n",
    " '陆军',\n",
    " '陆军第82空降师',\n",
    " '雷克萨斯',\n",
    " '雷克萨斯公关',\n",
    " '青年党',\n",
    " '革命卫队',\n",
    " '韩联社',\n",
    " '音派支持特朗普”联盟',\n",
    " '驻伊拉克大使馆',\n",
    " '驻伊拉克巴格达大使馆',\n",
    " '驻教科文组织使团',\n",
    " '驻纽约总领馆',\n",
    " '驻美大使馆',\n",
    " '黎巴嫩真主党',\n",
    " '黑鹰']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'AbbasAraqchi',\n",
       " 'AdelAbdul-Mahd',\n",
       " 'AliLarijan',\n",
       " 'AliRezaTangsiri',\n",
       " 'AmirHaami',\n",
       " 'CNN',\n",
       " 'CarlosGhosn',\n",
       " 'EsmailGhani',\n",
       " 'Gen.QassemSoleimani',\n",
       " 'GholamAliAbu-Hamzeh',\n",
       " 'HosseinDehghan',\n",
       " 'JohnMiller',\n",
       " 'KerryCraig',\n",
       " 'Maj.Gen.HosseinDehghan',\n",
       " 'MarkEsper',\n",
       " 'MichaCzernicki',\n",
       " 'MohsenRezaee',\n",
       " 'NafisehKohnavard',\n",
       " 'QasemSoleimani',\n",
       " 'QassemSoleimani',\n",
       " 'ThomasTugendha',\n",
       " 'a',\n",
       " 'aliAb',\n",
       " 'ancyPelos',\n",
       " 'assemSuleiman',\n",
       " 'e',\n",
       " 'h',\n",
       " 'hola',\n",
       " 'holamaliAbuhamze',\n",
       " 'im',\n",
       " 'ma',\n",
       " 'oleiman',\n",
       " 'uqadaal-Sad',\n",
       " 'urielBowser',\n",
       " '丹·克伦肖',\n",
       " '丽莎·露丝',\n",
       " '付新日',\n",
       " '伊斯梅尔·加尼',\n",
       " '伊斯梅尔·卡尼',\n",
       " '伊斯梅尔•加尼',\n",
       " '伊玛尔',\n",
       " '伯恩斯',\n",
       " '何塞普•博雷尔',\n",
       " '佩洛西',\n",
       " '侯赛因',\n",
       " '侯赛因·德汉',\n",
       " '侯赛因·德赫恩',\n",
       " '侯赛因·德赫甘',\n",
       " '侯赛尼',\n",
       " '内塔尼亚胡',\n",
       " '凯莉·玛格萨门',\n",
       " '刘健',\n",
       " '刘君竹',\n",
       " '刘品然',\n",
       " '刘戈',\n",
       " '刘晨',\n",
       " '刘海平',\n",
       " '加尼',\n",
       " '勒德里昂',\n",
       " '南希·佩洛西',\n",
       " '博尔顿',\n",
       " '博雷尔',\n",
       " '卡塞姆',\n",
       " '卡尔•舒斯特',\n",
       " '卡尼',\n",
       " '卡洛斯·戈恩',\n",
       " '卡西姆·索莱马尼',\n",
       " '卡西姆·苏莱曼尼',\n",
       " '卡西姆·苏莱马尼',\n",
       " '卡西姆·蘇萊曼尼',\n",
       " '卡西姆•索莱马尼',\n",
       " '卡西姆•苏莱曼尼',\n",
       " '卡西姆•苏莱马尼',\n",
       " '卡西姆∙苏莱曼尼',\n",
       " '卡西姆索莱马尼',\n",
       " '卡西姆．苏莱曼尼',\n",
       " '卡金斯',\n",
       " '古特雷斯',\n",
       " '吴瑞',\n",
       " '哈塔米',\n",
       " '哈姆扎',\n",
       " '哈斯',\n",
       " '哈桑·纳斯鲁拉',\n",
       " '哈桑·鲁哈尼',\n",
       " '哈梅內伊',\n",
       " '哈梅内伊',\n",
       " '图勒',\n",
       " '埃斯珀',\n",
       " '塞耶德·阿卜杜拉希姆·穆萨维',\n",
       " '多米尼克•拉布',\n",
       " '奥巴马',\n",
       " '威廉·H·西利三世',\n",
       " '孔琳琳',\n",
       " '孙建',\n",
       " '安东尼奥·古特雷斯',\n",
       " '安哥',\n",
       " '安宁',\n",
       " '安德鲁·埃克萨姆',\n",
       " '崔泓',\n",
       " '川普',\n",
       " '巴格达迪',\n",
       " '布什',\n",
       " '布热津斯基',\n",
       " '希夫',\n",
       " '库利万德',\n",
       " '康韦',\n",
       " '廖振辉',\n",
       " '张悦',\n",
       " '张颖哲',\n",
       " '德甘',\n",
       " '德赫恩',\n",
       " '德赫甘',\n",
       " '德黑兰',\n",
       " '戈恩',\n",
       " '成欣',\n",
       " '扎里夫',\n",
       " '拉万奇',\n",
       " '拉万希',\n",
       " '拉夫罗夫',\n",
       " '拉贾',\n",
       " '拉里贾尼',\n",
       " '斐迪南',\n",
       " '普',\n",
       " '普京',\n",
       " '朱静',\n",
       " '李司坤',\n",
       " '李志伟',\n",
       " '李睿',\n",
       " '李雪晴',\n",
       " '杜文龙',\n",
       " '杜特尔特',\n",
       " '杨洁篪',\n",
       " '格雷切特',\n",
       " '殷岳',\n",
       " '殷罡',\n",
       " '比尔盖茨',\n",
       " '汤姆‧图根哈特',\n",
       " '汪峰',\n",
       " '沙晗汀',\n",
       " '泽纳布',\n",
       " '特',\n",
       " '特朗',\n",
       " '特朗普',\n",
       " '王又又',\n",
       " '王斌',\n",
       " '王晋燕',\n",
       " '王毅',\n",
       " '申杨',\n",
       " '白帆',\n",
       " '白思豪',\n",
       " '礼萨伊',\n",
       " '福克斯',\n",
       " '科洛内尔·迈尔斯·B·卡金斯三世',\n",
       " '穆丽尔·鲍泽',\n",
       " '穆克塔达·萨德尔',\n",
       " '穆森德黑兰',\n",
       " '穆汉迪斯',\n",
       " '穆罕迪斯',\n",
       " '穆罕默德·贾比里',\n",
       " '穆罕默德·贾瓦德·扎里夫',\n",
       " '穆罕默德·阿勒塔尼',\n",
       " '穆罕默德·雷扎伊',\n",
       " '穆萨维',\n",
       " '穆赫辛·礼萨伊',\n",
       " '米勒',\n",
       " '索',\n",
       " '索莱玛尼',\n",
       " '索莱马尼',\n",
       " '约翰·米勒',\n",
       " '约翰逊',\n",
       " '纳斯鲁拉',\n",
       " '老布什',\n",
       " '耿爽',\n",
       " '肯尼迪',\n",
       " '舒默',\n",
       " '艾斯梅尔·加尼',\n",
       " '艾斯珀',\n",
       " '芭芭拉·李',\n",
       " '苏',\n",
       " '苏莱',\n",
       " '苏莱曼',\n",
       " '苏莱曼尼',\n",
       " '苏莱马',\n",
       " '苏莱马尼',\n",
       " '苏雷曼尼',\n",
       " '苏雷马尼',\n",
       " '萨利赫',\n",
       " '萨德尔‧阿里‧侯赛尼',\n",
       " '萨达姆',\n",
       " '董浩',\n",
       " '蓬佩奥',\n",
       " '蘇萊曼尼',\n",
       " '西姆·苏莱曼尼',\n",
       " '西马图',\n",
       " '许弢',\n",
       " '谢伊',\n",
       " '谢卡奇',\n",
       " '贾延宁',\n",
       " '贾拉利',\n",
       " '贾森-特维',\n",
       " '贾赫鲁米',\n",
       " '迈赫迪',\n",
       " '郑凯',\n",
       " '郭丽岩',\n",
       " '金正恩',\n",
       " '阿亚图拉·哈梅内伊',\n",
       " '阿亚图拉阿里·哈梅内伊',\n",
       " '阿什纳',\n",
       " '阿卜杜勒-迈赫迪',\n",
       " '阿卜杜勒拉希姆•穆萨维',\n",
       " '阿卜杜拉希姆',\n",
       " '阿卜杜拉希姆·穆萨维',\n",
       " '阿卜杜拉希姆⋅穆萨维',\n",
       " '阿卡尔法兹·谢卡奇',\n",
       " '阿巴斯',\n",
       " '阿巴斯·穆萨维',\n",
       " '阿巴斯•穆萨维',\n",
       " '阿布·哈姆扎',\n",
       " '阿布·迈赫迪·穆汉迪斯',\n",
       " '阿布·迈赫迪·穆罕迪斯',\n",
       " '阿布·雷扎·纳杰哈尔',\n",
       " '阿布·马赫迪·穆罕迪斯',\n",
       " '阿布∙马赫迪∙穆罕迪斯',\n",
       " '阿布哈姆兹',\n",
       " '阿布哈姆扎',\n",
       " '阿布．马赫迪．穆罕迪斯',\n",
       " '阿拉克奇',\n",
       " '阿祖莱',\n",
       " '阿米尔·哈塔米',\n",
       " '阿萨德',\n",
       " '阿萨达拉·阿巴斯',\n",
       " '阿迪勒•阿卜杜勒-迈赫迪',\n",
       " '阿里·拉里贾尼',\n",
       " '阿里·沙姆哈尼',\n",
       " '阿里·法达维',\n",
       " '阿里·雷扎·坦吉西里',\n",
       " '阿里•沙姆哈尼',\n",
       " '阿里•阿克巴尔•韦拉亚',\n",
       " '阿里⋅拉里贾尼',\n",
       " '陈令楠',\n",
       " '露丝',\n",
       " '韩晓明',\n",
       " '马',\n",
       " '马克·埃斯珀',\n",
       " '马克龙',\n",
       " '马士基',\n",
       " '马雷',\n",
       " '鲁哈尼',\n",
       " '鲍里斯•约翰逊',\n",
       " '麦康奈尔',\n",
       " '麦朴思',\n",
       " '黄钰钦',\n",
       " '黄铮铮'}"
      ]
     },
     "execution_count": 41,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "NR = ['AbbasAraqchi',\n",
    " 'AdelAbdul-Mahd',\n",
    " 'AliLarijan',\n",
    " 'AliRezaTangsiri',\n",
    " 'AmirHaami',\n",
    " 'CNN',\n",
    " 'CarlosGhosn',\n",
    " 'EsmailGhani',\n",
    " 'Gen.QassemSoleimani',\n",
    " 'GholamAliAbu-Hamzeh',\n",
    " 'HosseinDehghan',\n",
    " 'JohnMiller',\n",
    " 'KerryCraig',\n",
    " 'Maj.Gen.HosseinDehghan',\n",
    " 'MarkEsper',\n",
    " 'MichaCzernicki',\n",
    " 'MohsenRezaee',\n",
    " 'NafisehKohnavard',\n",
    " 'QasemSoleimani',\n",
    " 'QassemSoleimani',\n",
    " 'ThomasTugendha',\n",
    " 'a',\n",
    " 'aliAb',\n",
    " 'ancyPelos',\n",
    " 'assemSuleiman',\n",
    " 'e',\n",
    " 'h',\n",
    " 'hola',\n",
    " 'holamaliAbuhamze',\n",
    " 'im',\n",
    " 'ma',\n",
    " 'oleiman',\n",
    " 'uqadaal-Sad',\n",
    " 'urielBowser',\n",
    " '丹·克伦肖',\n",
    " '丽莎·露丝',\n",
    " '付新日',\n",
    " '伊斯梅尔·加尼',\n",
    " '伊斯梅尔·卡尼',\n",
    " '伊斯梅尔•加尼',\n",
    " '伊玛尔',\n",
    " '伯恩斯',\n",
    " '何塞普•博雷尔',\n",
    " '佩洛西',\n",
    " '侯赛因',\n",
    " '侯赛因·德汉',\n",
    " '侯赛因·德赫恩',\n",
    " '侯赛因·德赫甘',\n",
    " '侯赛尼',\n",
    " '内塔尼亚胡',\n",
    " '凯莉·玛格萨门',\n",
    " '刘健',\n",
    " '刘君竹',\n",
    " '刘品然',\n",
    " '刘戈',\n",
    " '刘晨',\n",
    " '刘海平',\n",
    " '加尼',\n",
    " '勒德里昂',\n",
    " '南希·佩洛西',\n",
    " '博尔顿',\n",
    " '博雷尔',\n",
    " '卡塞姆',\n",
    " '卡尔•舒斯特',\n",
    " '卡尼',\n",
    " '卡洛斯·戈恩',\n",
    " '卡西姆·索莱马尼',\n",
    " '卡西姆·苏莱曼尼',\n",
    " '卡西姆·苏莱马尼',\n",
    " '卡西姆·蘇萊曼尼',\n",
    " '卡西姆•索莱马尼',\n",
    " '卡西姆•苏莱曼尼',\n",
    " '卡西姆•苏莱马尼',\n",
    " '卡西姆∙苏莱曼尼',\n",
    " '卡西姆索莱马尼',\n",
    " '卡西姆．苏莱曼尼',\n",
    " '卡金斯',\n",
    " '古特雷斯',\n",
    " '吴瑞',\n",
    " '哈塔米',\n",
    " '哈姆扎',\n",
    " '哈斯',\n",
    " '哈桑·纳斯鲁拉',\n",
    " '哈桑·鲁哈尼',\n",
    " '哈梅內伊',\n",
    " '哈梅内伊',\n",
    " '图勒',\n",
    " '埃斯珀',\n",
    " '塞耶德·阿卜杜拉希姆·穆萨维',\n",
    " '多米尼克•拉布',\n",
    " '奥巴马',\n",
    " '威廉·H·西利三世',\n",
    " '孔琳琳',\n",
    " '孙建',\n",
    " '安东尼奥·古特雷斯',\n",
    " '安哥',\n",
    " '安宁',\n",
    " '安德鲁·埃克萨姆',\n",
    " '崔泓',\n",
    " '川普',\n",
    " '巴格达迪',\n",
    " '布什',\n",
    " '布热津斯基',\n",
    " '希夫',\n",
    " '库利万德',\n",
    " '康韦',\n",
    " '廖振辉',\n",
    " '张悦',\n",
    " '张颖哲',\n",
    " '德甘',\n",
    " '德赫恩',\n",
    " '德赫甘',\n",
    " '德黑兰',\n",
    " '戈恩',\n",
    " '成欣',\n",
    " '扎里夫',\n",
    " '拉万奇',\n",
    " '拉万希',\n",
    " '拉夫罗夫',\n",
    " '拉贾',\n",
    " '拉里贾尼',\n",
    " '斐迪南',\n",
    " '普',\n",
    " '普京',\n",
    " '朱静',\n",
    " '李司坤',\n",
    " '李志伟',\n",
    " '李睿',\n",
    " '李雪晴',\n",
    " '杜文龙',\n",
    " '杜特尔特',\n",
    " '杨洁篪',\n",
    " '格雷切特',\n",
    " '殷岳',\n",
    " '殷罡',\n",
    " '比尔盖茨',\n",
    " '汤姆‧图根哈特',\n",
    " '汪峰',\n",
    " '沙晗汀',\n",
    " '泽纳布',\n",
    " '特',\n",
    " '特朗',\n",
    " '特朗普',\n",
    " '王又又',\n",
    " '王斌',\n",
    " '王晋燕',\n",
    " '王毅',\n",
    " '申杨',\n",
    " '白帆',\n",
    " '白思豪',\n",
    " '礼萨伊',\n",
    " '福克斯',\n",
    " '科洛内尔·迈尔斯·B·卡金斯三世',\n",
    " '穆丽尔·鲍泽',\n",
    " '穆克塔达·萨德尔',\n",
    " '穆森德黑兰',\n",
    " '穆汉迪斯',\n",
    " '穆罕迪斯',\n",
    " '穆罕默德·贾比里',\n",
    " '穆罕默德·贾瓦德·扎里夫',\n",
    " '穆罕默德·阿勒塔尼',\n",
    " '穆罕默德·雷扎伊',\n",
    " '穆萨维',\n",
    " '穆赫辛·礼萨伊',\n",
    " '米勒',\n",
    " '索',\n",
    " '索莱玛尼',\n",
    " '索莱马尼',\n",
    " '约翰·米勒',\n",
    " '约翰逊',\n",
    " '纳斯鲁拉',\n",
    " '老布什',\n",
    " '耿爽',\n",
    " '肯尼迪',\n",
    " '舒默',\n",
    " '艾斯梅尔·加尼',\n",
    " '艾斯珀',\n",
    " '芭芭拉·李',\n",
    " '苏',\n",
    " '苏莱',\n",
    " '苏莱曼',\n",
    " '苏莱曼尼',\n",
    " '苏莱马',\n",
    " '苏莱马尼',\n",
    " '苏雷曼尼',\n",
    " '苏雷马尼',\n",
    " '萨利赫',\n",
    " '萨德尔‧阿里‧侯赛尼',\n",
    " '萨达姆',\n",
    " '董浩',\n",
    " '蓬佩奥',\n",
    " '蘇萊曼尼',\n",
    " '西姆·苏莱曼尼',\n",
    " '西马图',\n",
    " '许弢',\n",
    " '谢伊',\n",
    " '谢卡奇',\n",
    " '贾延宁',\n",
    " '贾拉利',\n",
    " '贾森-特维',\n",
    " '贾赫鲁米',\n",
    " '迈赫迪',\n",
    " '郑凯',\n",
    " '郭丽岩',\n",
    " '金正恩',\n",
    " '阿亚图拉·哈梅内伊',\n",
    " '阿亚图拉阿里·哈梅内伊',\n",
    " '阿什纳',\n",
    " '阿卜杜勒-迈赫迪',\n",
    " '阿卜杜勒拉希姆•穆萨维',\n",
    " '阿卜杜拉希姆',\n",
    " '阿卜杜拉希姆·穆萨维',\n",
    " '阿卜杜拉希姆⋅穆萨维',\n",
    " '阿卡尔法兹·谢卡奇',\n",
    " '阿巴斯',\n",
    " '阿巴斯·穆萨维',\n",
    " '阿巴斯•穆萨维',\n",
    " '阿布·哈姆扎',\n",
    " '阿布·迈赫迪·穆汉迪斯',\n",
    " '阿布·迈赫迪·穆罕迪斯',\n",
    " '阿布·雷扎·纳杰哈尔',\n",
    " '阿布·马赫迪·穆罕迪斯',\n",
    " '阿布∙马赫迪∙穆罕迪斯',\n",
    " '阿布哈姆兹',\n",
    " '阿布哈姆扎',\n",
    " '阿布．马赫迪．穆罕迪斯',\n",
    " '阿拉克奇',\n",
    " '阿祖莱',\n",
    " '阿米尔·哈塔米',\n",
    " '阿萨德',\n",
    " '阿萨达拉·阿巴斯',\n",
    " '阿迪勒•阿卜杜勒-迈赫迪',\n",
    " '阿里·拉里贾尼',\n",
    " '阿里·沙姆哈尼',\n",
    " '阿里·法达维',\n",
    " '阿里·雷扎·坦吉西里',\n",
    " '阿里•沙姆哈尼',\n",
    " '阿里•阿克巴尔•韦拉亚',\n",
    " '阿里⋅拉里贾尼',\n",
    " '陈令楠',\n",
    " '露丝',\n",
    " '韩晓明',\n",
    " '马',\n",
    " '马克·埃斯珀',\n",
    " '马克龙',\n",
    " '马士基',\n",
    " '马雷',\n",
    " '鲁哈尼',\n",
    " '鲍里斯•约翰逊',\n",
    " '麦康奈尔',\n",
    " '麦朴思',\n",
    " '黄钰钦',\n",
    " '黄铮铮']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<module 'hanlp.pretrained' from 'D:\\\\program\\\\anaconda3.7\\\\lib\\\\site-packages\\\\hanlp\\\\pretrained\\\\__init__.py'>"
      ]
     },
     "execution_count": 27,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "hanlp.pretrained"
   ]
  }
 ],
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