pip_loss.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "from __future__ import print_function\n",
    "\n",
    "import numpy as np\n",
    "import os\n",
    "import argparse\n",
    "from collections import OrderedDict\n",
    "import cPickle as pickle\n",
    "\n",
    "def loadYear(year):\n",
    "  filename = 'trained_vectors/vectors-{}-ngram.txt'.format(year)\n",
    "  mapping = OrderedDict()\n",
    "  with open(filename, 'r') as f:\n",
    "    for line in f:\n",
    "      row = line.strip().split()\n",
    "      w = row[0]\n",
    "      v = [float(x) for x in row[1:]]\n",
    "      mapping[w] = v\n",
    "  return mapping\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Load the pre-trained vectors"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "year 1900: 33467 tokens\n",
      "year 1901: 33550 tokens\n",
      "year 1902: 31427 tokens\n",
      "year 1903: 31929 tokens\n",
      "year 1904: 32722 tokens\n",
      "year 1905: 29929 tokens\n",
      "year 1906: 33109 tokens\n",
      "year 1907: 29951 tokens\n",
      "year 1908: 31808 tokens\n",
      "year 1909: 27909 tokens\n",
      "year 1910: 31203 tokens\n",
      "year 1911: 32299 tokens\n",
      "year 1912: 28369 tokens\n",
      "year 1913: 26086 tokens\n",
      "year 1914: 26094 tokens\n",
      "year 1915: 21992 tokens\n",
      "year 1916: 25098 tokens\n",
      "year 1917: 26737 tokens\n",
      "year 1918: 23170 tokens\n",
      "year 1919: 23348 tokens\n",
      "year 1920: 28375 tokens\n",
      "year 1921: 25499 tokens\n",
      "year 1922: 28835 tokens\n",
      "year 1923: 26057 tokens\n",
      "year 1924: 23384 tokens\n",
      "year 1925: 26708 tokens\n",
      "year 1926: 24187 tokens\n",
      "year 1927: 24636 tokens\n",
      "year 1928: 23446 tokens\n",
      "year 1929: 23687 tokens\n",
      "year 1930: 23215 tokens\n",
      "year 1931: 24308 tokens\n",
      "year 1932: 21488 tokens\n",
      "year 1933: 21708 tokens\n",
      "year 1934: 20426 tokens\n",
      "year 1935: 21510 tokens\n",
      "year 1936: 21990 tokens\n",
      "year 1937: 24974 tokens\n",
      "year 1938: 20721 tokens\n",
      "year 1939: 19270 tokens\n",
      "year 1940: 19822 tokens\n",
      "year 1941: 19860 tokens\n",
      "year 1942: 19640 tokens\n",
      "year 1943: 18049 tokens\n",
      "year 1944: 17432 tokens\n",
      "year 1945: 19187 tokens\n",
      "year 1946: 24238 tokens\n",
      "year 1947: 24800 tokens\n",
      "year 1948: 24030 tokens\n",
      "year 1949: 23520 tokens\n",
      "year 1950: 29038 tokens\n",
      "year 1951: 24095 tokens\n",
      "year 1952: 24461 tokens\n",
      "year 1953: 25589 tokens\n",
      "year 1954: 23966 tokens\n",
      "year 1955: 25215 tokens\n",
      "year 1956: 25761 tokens\n",
      "year 1957: 25792 tokens\n",
      "year 1958: 25849 tokens\n",
      "year 1959: 26498 tokens\n",
      "year 1960: 29189 tokens\n",
      "year 1961: 29614 tokens\n",
      "year 1962: 29019 tokens\n",
      "year 1963: 29242 tokens\n",
      "year 1964: 27087 tokens\n",
      "year 1965: 29108 tokens\n",
      "year 1966: 27066 tokens\n",
      "year 1967: 28612 tokens\n",
      "year 1968: 28148 tokens\n",
      "year 1969: 27842 tokens\n",
      "year 1970: 28096 tokens\n",
      "year 1971: 25715 tokens\n",
      "year 1972: 26905 tokens\n",
      "year 1973: 26869 tokens\n",
      "year 1974: 28920 tokens\n",
      "year 1975: 29300 tokens\n",
      "year 1976: 32386 tokens\n",
      "year 1977: 29295 tokens\n",
      "year 1978: 31372 tokens\n",
      "year 1979: 31264 tokens\n",
      "year 1980: 31480 tokens\n",
      "year 1981: 33774 tokens\n",
      "year 1982: 35054 tokens\n",
      "year 1983: 34270 tokens\n",
      "year 1984: 34278 tokens\n",
      "year 1985: 35687 tokens\n",
      "year 1986: 34812 tokens\n",
      "year 1987: 37139 tokens\n",
      "year 1988: 36910 tokens\n",
      "year 1989: 37904 tokens\n",
      "year 1990: 37610 tokens\n",
      "year 1991: 37591 tokens\n",
      "year 1992: 40482 tokens\n",
      "year 1993: 40306 tokens\n",
      "year 1994: 40846 tokens\n",
      "year 1995: 42458 tokens\n",
      "year 1996: 45101 tokens\n",
      "year 1997: 42236 tokens\n",
      "year 1998: 46254 tokens\n",
      "year 1999: 46072 tokens\n",
      "year 2000: 48452 tokens\n"
     ]
    }
   ],
   "source": [
    "years = [1900 + x for x in range(101)]\n",
    "\n",
    "models = OrderedDict()\n",
    "for year in years:\n",
    "    models[year] = loadYear(year)\n",
    "    print(\"year {}: {} tokens\".format(year, len(models[year])))\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Extract a commom set of tokens. We will compare the shift of language using the set of common\n",
    "tokens. Pairwise inner product (PIP) matrices will be constructed that captures the meanings\n",
    "of the tokens."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "14076\n"
     ]
    }
   ],
   "source": [
    "tokens = models[years[0]].keys()\n",
    "# extract common vocab from two embeddings\n",
    "for year in years:\n",
    "    tokens_tmp = models[year].keys()\n",
    "    tokens = list(set(tokens).intersection(tokens_tmp))\n",
    "subsample = len(tokens)\n",
    "if subsample:\n",
    "  tokens = np.random.choice(tokens, size = subsample, replace=False)\n",
    "print(len(tokens))\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "14076 tokens to be compared\n"
     ]
    }
   ],
   "source": [
    "paired_embeds = {}\n",
    "for token in tokens:\n",
    "    paired_embeds[token] = []\n",
    "    for year in years:\n",
    "        paired_embeds[token].append(models[year][token])\n",
    "\n",
    "# del models\n",
    "print(\"{} tokens to be compared\".format(len(paired_embeds)))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "normalize = True\n",
    "Es = OrderedDict()\n",
    "for idx, year in enumerate(years):\n",
    "    Es[year] = []\n",
    "    for token in tokens:\n",
    "        Es[year].append(paired_embeds[token][idx])\n",
    "    Es[year] = np.array(Es[year])\n",
    "    if normalize:\n",
    "        Es[year] = Es[year] / np.linalg.norm(Es[year], axis=1)[:,None]\n",
    "del paired_embeds"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Now, consider the PIP loss between embeddings between different years. Depending on the size, \n",
    "we use two solutions. It depends on if the PIP matrices are small enough to fit in memory."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "processing (0, 0)\n",
      "processing (0, 1)\n",
      "processing (0, 2)\n",
      "processing (0, 3)\n",
      "processing (0, 4)\n",
      "processing (0, 5)\n",
      "processing (0, 6)\n",
      "processing (0, 7)\n",
      "processing (0, 8)\n",
      "processing (0, 9)\n",
      "processing (0, 10)\n",
      "processing (0, 11)\n",
      "processing (0, 12)\n",
      "processing (0, 13)\n",
      "processing (0, 14)\n",
      "processing (0, 15)\n",
      "processing (0, 16)\n",
      "processing (0, 17)\n",
      "processing (0, 18)\n",
      "processing (0, 19)\n",
      "processing (0, 20)\n",
      "processing (0, 21)\n",
      "processing (0, 22)\n",
      "processing (0, 23)\n",
      "processing (0, 24)\n",
      "processing (0, 25)\n",
      "processing (0, 26)\n",
      "processing (0, 27)\n",
      "processing (0, 28)\n",
      "processing (0, 29)\n",
      "processing (0, 30)\n",
      "processing (0, 31)\n",
      "processing (0, 32)\n",
      "processing (0, 33)\n",
      "processing (0, 34)\n",
      "processing (0, 35)\n",
      "processing (0, 36)\n",
      "processing (0, 37)\n",
      "processing (0, 38)\n",
      "processing (0, 39)\n",
      "processing (0, 40)\n",
      "processing (0, 41)\n",
      "processing (0, 42)\n",
      "processing (0, 43)\n",
      "processing (0, 44)\n",
      "processing (0, 45)\n",
      "processing (0, 46)\n",
      "processing (0, 47)\n",
      "processing (0, 48)\n",
      "processing (0, 49)\n",
      "processing (0, 50)\n",
      "processing (0, 51)\n",
      "processing (0, 52)\n",
      "processing (0, 53)\n",
      "processing (0, 54)\n",
      "processing (0, 55)\n",
      "processing (0, 56)\n",
      "processing (0, 57)\n",
      "processing (0, 58)\n",
      "processing (0, 59)\n",
      "processing (0, 60)\n",
      "processing (0, 61)\n",
      "processing (0, 62)\n",
      "processing (0, 63)\n",
      "processing (0, 64)\n",
      "processing (0, 65)\n",
      "processing (0, 66)\n",
      "processing (0, 67)\n",
      "processing (0, 68)\n",
      "processing (0, 69)\n",
      "processing (0, 70)\n",
      "processing (0, 71)\n",
      "processing (0, 72)\n",
      "processing (0, 73)\n",
      "processing (0, 74)\n",
      "processing (0, 75)\n",
      "processing (0, 76)\n",
      "processing (0, 77)\n",
      "processing (0, 78)\n",
      "processing (0, 79)\n",
      "processing (0, 80)\n",
      "processing (0, 81)\n",
      "processing (0, 82)\n",
      "processing (0, 83)\n",
      "processing (0, 84)\n",
      "processing (0, 85)\n",
      "processing (0, 86)\n",
      "processing (0, 87)\n",
      "processing (0, 88)\n",
      "processing (0, 89)\n",
      "processing (0, 90)\n",
      "processing (0, 91)\n",
      "processing (0, 92)\n",
      "processing (0, 93)\n",
      "processing (0, 94)\n",
      "processing (0, 95)\n",
      "processing (0, 96)\n",
      "processing (0, 97)\n",
      "processing (0, 98)\n",
      "processing (0, 99)\n",
      "processing (0, 100)\n",
      "processing (1, 0)\n",
      "processing (1, 1)\n",
      "processing (1, 2)\n",
      "processing (1, 3)\n",
      "processing (1, 4)\n",
      "processing (1, 5)\n",
      "processing (1, 6)\n",
      "processing (1, 7)\n",
      "processing (1, 8)\n",
      "processing (1, 9)\n",
      "processing (1, 10)\n",
      "processing (1, 11)\n",
      "processing (1, 12)\n",
      "processing (1, 13)\n",
      "processing (1, 14)\n",
      "processing (1, 15)\n",
      "processing (1, 16)\n",
      "processing (1, 17)\n",
      "processing (1, 18)\n",
      "processing (1, 19)\n",
      "processing (1, 20)\n",
      "processing (1, 21)\n",
      "processing (1, 22)\n",
      "processing (1, 23)\n",
      "processing (1, 24)\n",
      "processing (1, 25)\n",
      "processing (1, 26)\n",
      "processing (1, 27)\n",
      "processing (1, 28)\n",
      "processing (1, 29)\n",
      "processing (1, 30)\n",
      "processing (1, 31)\n",
      "processing (1, 32)\n",
      "processing (1, 33)\n",
      "processing (1, 34)\n",
      "processing (1, 35)\n",
      "processing (1, 36)\n",
      "processing (1, 37)\n",
      "processing (1, 38)\n",
      "processing (1, 39)\n",
      "processing (1, 40)\n",
      "processing (1, 41)\n",
      "processing (1, 42)\n",
      "processing (1, 43)\n",
      "processing (1, 44)\n",
      "processing (1, 45)\n",
      "processing (1, 46)\n",
      "processing (1, 47)\n",
      "processing (1, 48)\n",
      "processing (1, 49)\n",
      "processing (1, 50)\n",
      "processing (1, 51)\n",
      "processing (1, 52)\n",
      "processing (1, 53)\n",
      "processing (1, 54)\n",
      "processing (1, 55)\n",
      "processing (1, 56)\n",
      "processing (1, 57)\n",
      "processing (1, 58)\n",
      "processing (1, 59)\n",
      "processing (1, 60)\n",
      "processing (1, 61)\n",
      "processing (1, 62)\n",
      "processing (1, 63)\n",
      "processing (1, 64)\n",
      "processing (1, 65)\n",
      "processing (1, 66)\n",
      "processing (1, 67)\n",
      "processing (1, 68)\n",
      "processing (1, 69)\n",
      "processing (1, 70)\n",
      "processing (1, 71)\n",
      "processing (1, 72)\n",
      "processing (1, 73)\n",
      "processing (1, 74)\n",
      "processing (1, 75)\n",
      "processing (1, 76)\n",
      "processing (1, 77)\n",
      "processing (1, 78)\n",
      "processing (1, 79)\n",
      "processing (1, 80)\n",
      "processing (1, 81)\n",
      "processing (1, 82)\n",
      "processing (1, 83)\n",
      "processing (1, 84)\n",
      "processing (1, 85)\n",
      "processing (1, 86)\n",
      "processing (1, 87)\n",
      "processing (1, 88)\n",
      "processing (1, 89)\n",
      "processing (1, 90)\n",
      "processing (1, 91)\n",
      "processing (1, 92)\n",
      "processing (1, 93)\n",
      "processing (1, 94)\n",
      "processing (1, 95)\n",
      "processing (1, 96)\n",
      "processing (1, 97)\n",
      "processing (1, 98)\n",
      "processing (1, 99)\n",
      "processing (1, 100)\n",
      "processing (2, 0)\n",
      "processing (2, 1)\n",
      "processing (2, 2)\n",
      "processing (2, 3)\n",
      "processing (2, 4)\n",
      "processing (2, 5)\n",
      "processing (2, 6)\n",
      "processing (2, 7)\n",
      "processing (2, 8)\n",
      "processing (2, 9)\n",
      "processing (2, 10)\n",
      "processing (2, 11)\n",
      "processing (2, 12)\n",
      "processing (2, 13)\n",
      "processing (2, 14)\n",
      "processing (2, 15)\n",
      "processing (2, 16)\n",
      "processing (2, 17)\n",
      "processing (2, 18)\n",
      "processing (2, 19)\n",
      "processing (2, 20)\n",
      "processing (2, 21)\n",
      "processing (2, 22)\n",
      "processing (2, 23)\n",
      "processing (2, 24)\n",
      "processing (2, 25)\n",
      "processing (2, 26)\n",
      "processing (2, 27)\n",
      "processing (2, 28)\n",
      "processing (2, 29)\n",
      "processing (2, 30)\n",
      "processing (2, 31)\n",
      "processing (2, 32)\n",
      "processing (2, 33)\n",
      "processing (2, 34)\n",
      "processing (2, 35)\n",
      "processing (2, 36)\n",
      "processing (2, 37)\n",
      "processing (2, 38)\n",
      "processing (2, 39)\n",
      "processing (2, 40)\n",
      "processing (2, 41)\n",
      "processing (2, 42)\n",
      "processing (2, 43)\n",
      "processing (2, 44)\n",
      "processing (2, 45)\n",
      "processing (2, 46)\n",
      "processing (2, 47)\n",
      "processing (2, 48)\n",
      "processing (2, 49)\n",
      "processing (2, 50)\n",
      "processing (2, 51)\n",
      "processing (2, 52)\n",
      "processing (2, 53)\n",
      "processing (2, 54)\n",
      "processing (2, 55)\n",
      "processing (2, 56)\n",
      "processing (2, 57)\n",
      "processing (2, 58)\n",
      "processing (2, 59)\n",
      "processing (2, 60)\n",
      "processing (2, 61)\n",
      "processing (2, 62)\n",
      "processing (2, 63)\n",
      "processing (2, 64)\n",
      "processing (2, 65)\n",
      "processing (2, 66)\n",
      "processing (2, 67)\n",
      "processing (2, 68)\n",
      "processing (2, 69)\n",
      "processing (2, 70)\n",
      "processing (2, 71)\n",
      "processing (2, 72)\n",
      "processing (2, 73)\n",
      "processing (2, 74)\n",
      "processing (2, 75)\n",
      "processing (2, 76)\n",
      "processing (2, 77)\n",
      "processing (2, 78)\n",
      "processing (2, 79)\n",
      "processing (2, 80)\n",
      "processing (2, 81)\n",
      "processing (2, 82)\n",
      "processing (2, 83)\n",
      "processing (2, 84)\n",
      "processing (2, 85)\n",
      "processing (2, 86)\n",
      "processing (2, 87)\n",
      "processing (2, 88)\n",
      "processing (2, 89)\n",
      "processing (2, 90)\n",
      "processing (2, 91)\n",
      "processing (2, 92)\n",
      "processing (2, 93)\n",
      "processing (2, 94)\n",
      "processing (2, 95)\n",
      "processing (2, 96)\n",
      "processing (2, 97)\n",
      "processing (2, 98)\n",
      "processing (2, 99)\n",
      "processing (2, 100)\n",
      "processing (3, 0)\n",
      "processing (3, 1)\n",
      "processing (3, 2)\n",
      "processing (3, 3)\n",
      "processing (3, 4)\n",
      "processing (3, 5)\n",
      "processing (3, 6)\n",
      "processing (3, 7)\n",
      "processing (3, 8)\n",
      "processing (3, 9)\n",
      "processing (3, 10)\n",
      "processing (3, 11)\n",
      "processing (3, 12)\n",
      "processing (3, 13)\n",
      "processing (3, 14)\n",
      "processing (3, 15)\n",
      "processing (3, 16)\n",
      "processing (3, 17)\n",
      "processing (3, 18)\n",
      "processing (3, 19)\n",
      "processing (3, 20)\n",
      "processing (3, 21)\n",
      "processing (3, 22)\n",
      "processing (3, 23)\n",
      "processing (3, 24)\n",
      "processing (3, 25)\n",
      "processing (3, 26)\n",
      "processing (3, 27)\n",
      "processing (3, 28)\n",
      "processing (3, 29)\n",
      "processing (3, 30)\n",
      "processing (3, 31)\n",
      "processing (3, 32)\n",
      "processing (3, 33)\n",
      "processing (3, 34)\n",
      "processing (3, 35)\n",
      "processing (3, 36)\n",
      "processing (3, 37)\n",
      "processing (3, 38)\n",
      "processing (3, 39)\n",
      "processing (3, 40)\n",
      "processing (3, 41)\n",
      "processing (3, 42)\n",
      "processing (3, 43)\n",
      "processing (3, 44)\n",
      "processing (3, 45)\n",
      "processing (3, 46)\n",
      "processing (3, 47)\n",
      "processing (3, 48)\n",
      "processing (3, 49)\n",
      "processing (3, 50)\n",
      "processing (3, 51)\n",
      "processing (3, 52)\n",
      "processing (3, 53)\n",
      "processing (3, 54)\n",
      "processing (3, 55)\n",
      "processing (3, 56)\n",
      "processing (3, 57)\n",
      "processing (3, 58)\n",
      "processing (3, 59)\n",
      "processing (3, 60)\n",
      "processing (3, 61)\n",
      "processing (3, 62)\n",
      "processing (3, 63)\n",
      "processing (3, 64)\n",
      "processing (3, 65)\n",
      "processing (3, 66)\n",
      "processing (3, 67)\n",
      "processing (3, 68)\n",
      "processing (3, 69)\n",
      "processing (3, 70)\n",
      "processing (3, 71)\n",
      "processing (3, 72)\n",
      "processing (3, 73)\n",
      "processing (3, 74)\n",
      "processing (3, 75)\n",
      "processing (3, 76)\n",
      "processing (3, 77)\n",
      "processing (3, 78)\n",
      "processing (3, 79)\n",
      "processing (3, 80)\n",
      "processing (3, 81)\n",
      "processing (3, 82)\n",
      "processing (3, 83)\n",
      "processing (3, 84)\n",
      "processing (3, 85)\n",
      "processing (3, 86)\n",
      "processing (3, 87)\n",
      "processing (3, 88)\n",
      "processing (3, 89)\n",
      "processing (3, 90)\n",
      "processing (3, 91)\n",
      "processing (3, 92)\n",
      "processing (3, 93)\n",
      "processing (3, 94)\n",
      "processing (3, 95)\n",
      "processing (3, 96)\n",
      "processing (3, 97)\n",
      "processing (3, 98)\n",
      "processing (3, 99)\n",
      "processing (3, 100)\n",
      "processing (4, 0)\n",
      "processing (4, 1)\n",
      "processing (4, 2)\n",
      "processing (4, 3)\n",
      "processing (4, 4)\n",
      "processing (4, 5)\n",
      "processing (4, 6)\n",
      "processing (4, 7)\n",
      "processing (4, 8)\n",
      "processing (4, 9)\n",
      "processing (4, 10)\n",
      "processing (4, 11)\n",
      "processing (4, 12)\n",
      "processing (4, 13)\n",
      "processing (4, 14)\n",
      "processing (4, 15)\n",
      "processing (4, 16)\n",
      "processing (4, 17)\n",
      "processing (4, 18)\n",
      "processing (4, 19)\n",
      "processing (4, 20)\n",
      "processing (4, 21)\n",
      "processing (4, 22)\n",
      "processing (4, 23)\n",
      "processing (4, 24)\n",
      "processing (4, 25)\n",
      "processing (4, 26)\n",
      "processing (4, 27)\n",
      "processing (4, 28)\n",
      "processing (4, 29)\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "processing (4, 30)\n",
      "processing (4, 31)\n",
      "processing (4, 32)\n",
      "processing (4, 33)\n",
      "processing (4, 34)\n",
      "processing (4, 35)\n",
      "processing (4, 36)\n",
      "processing (4, 37)\n",
      "processing (4, 38)\n",
      "processing (4, 39)\n",
      "processing (4, 40)\n",
      "processing (4, 41)\n",
      "processing (4, 42)\n",
      "processing (4, 43)\n",
      "processing (4, 44)\n",
      "processing (4, 45)\n",
      "processing (4, 46)\n",
      "processing (4, 47)\n",
      "processing (4, 48)\n",
      "processing (4, 49)\n",
      "processing (4, 50)\n",
      "processing (4, 51)\n",
      "processing (4, 52)\n",
      "processing (4, 53)\n",
      "processing (4, 54)\n",
      "processing (4, 55)\n",
      "processing (4, 56)\n",
      "processing (4, 57)\n",
      "processing (4, 58)\n",
      "processing (4, 59)\n",
      "processing (4, 60)\n",
      "processing (4, 61)\n",
      "processing (4, 62)\n",
      "processing (4, 63)\n",
      "processing (4, 64)\n",
      "processing (4, 65)\n",
      "processing (4, 66)\n",
      "processing (4, 67)\n",
      "processing (4, 68)\n",
      "processing (4, 69)\n",
      "processing (4, 70)\n",
      "processing (4, 71)\n",
      "processing (4, 72)\n",
      "processing (4, 73)\n",
      "processing (4, 74)\n",
      "processing (4, 75)\n",
      "processing (4, 76)\n",
      "processing (4, 77)\n",
      "processing (4, 78)\n",
      "processing (4, 79)\n",
      "processing (4, 80)\n",
      "processing (4, 81)\n",
      "processing (4, 82)\n",
      "processing (4, 83)\n",
      "processing (4, 84)\n",
      "processing (4, 85)\n",
      "processing (4, 86)\n",
      "processing (4, 87)\n",
      "processing (4, 88)\n",
      "processing (4, 89)\n",
      "processing (4, 90)\n",
      "processing (4, 91)\n",
      "processing (4, 92)\n",
      "processing (4, 93)\n",
      "processing (4, 94)\n",
      "processing (4, 95)\n",
      "processing (4, 96)\n",
      "processing (4, 97)\n",
      "processing (4, 98)\n",
      "processing (4, 99)\n",
      "processing (4, 100)\n",
      "processing (5, 0)\n",
      "processing (5, 1)\n",
      "processing (5, 2)\n",
      "processing (5, 3)\n",
      "processing (5, 4)\n",
      "processing (5, 5)\n",
      "processing (5, 6)\n",
      "processing (5, 7)\n",
      "processing (5, 8)\n",
      "processing (5, 9)\n",
      "processing (5, 10)\n",
      "processing (5, 11)\n",
      "processing (5, 12)\n",
      "processing (5, 13)\n",
      "processing (5, 14)\n",
      "processing (5, 15)\n",
      "processing (5, 16)\n",
      "processing (5, 17)\n",
      "processing (5, 18)\n",
      "processing (5, 19)\n",
      "processing (5, 20)\n",
      "processing (5, 21)\n",
      "processing (5, 22)\n",
      "processing (5, 23)\n",
      "processing (5, 24)\n",
      "processing (5, 25)\n",
      "processing (5, 26)\n",
      "processing (5, 27)\n",
      "processing (5, 28)\n",
      "processing (5, 29)\n",
      "processing (5, 30)\n",
      "processing (5, 31)\n",
      "processing (5, 32)\n",
      "processing (5, 33)\n",
      "processing (5, 34)\n",
      "processing (5, 35)\n",
      "processing (5, 36)\n",
      "processing (5, 37)\n",
      "processing (5, 38)\n",
      "processing (5, 39)\n",
      "processing (5, 40)\n",
      "processing (5, 41)\n",
      "processing (5, 42)\n",
      "processing (5, 43)\n",
      "processing (5, 44)\n",
      "processing (5, 45)\n",
      "processing (5, 46)\n",
      "processing (5, 47)\n",
      "processing (5, 48)\n",
      "processing (5, 49)\n",
      "processing (5, 50)\n",
      "processing (5, 51)\n",
      "processing (5, 52)\n",
      "processing (5, 53)\n",
      "processing (5, 54)\n",
      "processing (5, 55)\n",
      "processing (5, 56)\n",
      "processing (5, 57)\n",
      "processing (5, 58)\n",
      "processing (5, 59)\n",
      "processing (5, 60)\n",
      "processing (5, 61)\n",
      "processing (5, 62)\n",
      "processing (5, 63)\n",
      "processing (5, 64)\n",
      "processing (5, 65)\n",
      "processing (5, 66)\n",
      "processing (5, 67)\n",
      "processing (5, 68)\n",
      "processing (5, 69)\n",
      "processing (5, 70)\n",
      "processing (5, 71)\n",
      "processing (5, 72)\n",
      "processing (5, 73)\n",
      "processing (5, 74)\n",
      "processing (5, 75)\n",
      "processing (5, 76)\n",
      "processing (5, 77)\n",
      "processing (5, 78)\n",
      "processing (5, 79)\n",
      "processing (5, 80)\n",
      "processing (5, 81)\n",
      "processing (5, 82)\n",
      "processing (5, 83)\n",
      "processing (5, 84)\n",
      "processing (5, 85)\n",
      "processing (5, 86)\n",
      "processing (5, 87)\n",
      "processing (5, 88)\n",
      "processing (5, 89)\n",
      "processing (5, 90)\n",
      "processing (5, 91)\n",
      "processing (5, 92)\n",
      "processing (5, 93)\n",
      "processing (5, 94)\n",
      "processing (5, 95)\n",
      "processing (5, 96)\n",
      "processing (5, 97)\n",
      "processing (5, 98)\n",
      "processing (5, 99)\n",
      "processing (5, 100)\n",
      "processing (6, 0)\n",
      "processing (6, 1)\n",
      "processing (6, 2)\n",
      "processing (6, 3)\n",
      "processing (6, 4)\n",
      "processing (6, 5)\n",
      "processing (6, 6)\n",
      "processing (6, 7)\n",
      "processing (6, 8)\n",
      "processing (6, 9)\n",
      "processing (6, 10)\n",
      "processing (6, 11)\n",
      "processing (6, 12)\n",
      "processing (6, 13)\n",
      "processing (6, 14)\n",
      "processing (6, 15)\n",
      "processing (6, 16)\n",
      "processing (6, 17)\n",
      "processing (6, 18)\n",
      "processing (6, 19)\n",
      "processing (6, 20)\n",
      "processing (6, 21)\n",
      "processing (6, 22)\n",
      "processing (6, 23)\n",
      "processing (6, 24)\n",
      "processing (6, 25)\n",
      "processing (6, 26)\n",
      "processing (6, 27)\n",
      "processing (6, 28)\n",
      "processing (6, 29)\n",
      "processing (6, 30)\n",
      "processing (6, 31)\n",
      "processing (6, 32)\n",
      "processing (6, 33)\n",
      "processing (6, 34)\n",
      "processing (6, 35)\n",
      "processing (6, 36)\n",
      "processing (6, 37)\n",
      "processing (6, 38)\n",
      "processing (6, 39)\n",
      "processing (6, 40)\n",
      "processing (6, 41)\n",
      "processing (6, 42)\n",
      "processing (6, 43)\n",
      "processing (6, 44)\n",
      "processing (6, 45)\n",
      "processing (6, 46)\n",
      "processing (6, 47)\n",
      "processing (6, 48)\n",
      "processing (6, 49)\n",
      "processing (6, 50)\n",
      "processing (6, 51)\n",
      "processing (6, 52)\n",
      "processing (6, 53)\n",
      "processing (6, 54)\n",
      "processing (6, 55)\n",
      "processing (6, 56)\n",
      "processing (6, 57)\n",
      "processing (6, 58)\n",
      "processing (6, 59)\n",
      "processing (6, 60)\n",
      "processing (6, 61)\n",
      "processing (6, 62)\n",
      "processing (6, 63)\n",
      "processing (6, 64)\n",
      "processing (6, 65)\n",
      "processing (6, 66)\n",
      "processing (6, 67)\n",
      "processing (6, 68)\n",
      "processing (6, 69)\n",
      "processing (6, 70)\n",
      "processing (6, 71)\n",
      "processing (6, 72)\n",
      "processing (6, 73)\n",
      "processing (6, 74)\n",
      "processing (6, 75)\n",
      "processing (6, 76)\n",
      "processing (6, 77)\n",
      "processing (6, 78)\n",
      "processing (6, 79)\n",
      "processing (6, 80)\n",
      "processing (6, 81)\n",
      "processing (6, 82)\n",
      "processing (6, 83)\n",
      "processing (6, 84)\n",
      "processing (6, 85)\n",
      "processing (6, 86)\n",
      "processing (6, 87)\n",
      "processing (6, 88)\n",
      "processing (6, 89)\n",
      "processing (6, 90)\n",
      "processing (6, 91)\n",
      "processing (6, 92)\n",
      "processing (6, 93)\n",
      "processing (6, 94)\n",
      "processing (6, 95)\n",
      "processing (6, 96)\n",
      "processing (6, 97)\n",
      "processing (6, 98)\n",
      "processing (6, 99)\n",
      "processing (6, 100)\n",
      "processing (7, 0)\n",
      "processing (7, 1)\n",
      "processing (7, 2)\n",
      "processing (7, 3)\n",
      "processing (7, 4)\n",
      "processing (7, 5)\n",
      "processing (7, 6)\n",
      "processing (7, 7)\n",
      "processing (7, 8)\n",
      "processing (7, 9)\n",
      "processing (7, 10)\n",
      "processing (7, 11)\n",
      "processing (7, 12)\n",
      "processing (7, 13)\n",
      "processing (7, 14)\n",
      "processing (7, 15)\n",
      "processing (7, 16)\n",
      "processing (7, 17)\n",
      "processing (7, 18)\n",
      "processing (7, 19)\n",
      "processing (7, 20)\n",
      "processing (7, 21)\n",
      "processing (7, 22)\n",
      "processing (7, 23)\n",
      "processing (7, 24)\n",
      "processing (7, 25)\n",
      "processing (7, 26)\n",
      "processing (7, 27)\n",
      "processing (7, 28)\n",
      "processing (7, 29)\n",
      "processing (7, 30)\n",
      "processing (7, 31)\n",
      "processing (7, 32)\n",
      "processing (7, 33)\n",
      "processing (7, 34)\n",
      "processing (7, 35)\n",
      "processing (7, 36)\n",
      "processing (7, 37)\n",
      "processing (7, 38)\n",
      "processing (7, 39)\n",
      "processing (7, 40)\n",
      "processing (7, 41)\n",
      "processing (7, 42)\n",
      "processing (7, 43)\n",
      "processing (7, 44)\n",
      "processing (7, 45)\n",
      "processing (7, 46)\n",
      "processing (7, 47)\n",
      "processing (7, 48)\n",
      "processing (7, 49)\n",
      "processing (7, 50)\n",
      "processing (7, 51)\n",
      "processing (7, 52)\n",
      "processing (7, 53)\n",
      "processing (7, 54)\n",
      "processing (7, 55)\n",
      "processing (7, 56)\n",
      "processing (7, 57)\n",
      "processing (7, 58)\n",
      "processing (7, 59)\n",
      "processing (7, 60)\n",
      "processing (7, 61)\n",
      "processing (7, 62)\n",
      "processing (7, 63)\n",
      "processing (7, 64)\n",
      "processing (7, 65)\n",
      "processing (7, 66)\n",
      "processing (7, 67)\n",
      "processing (7, 68)\n",
      "processing (7, 69)\n",
      "processing (7, 70)\n",
      "processing (7, 71)\n",
      "processing (7, 72)\n",
      "processing (7, 73)\n",
      "processing (7, 74)\n",
      "processing (7, 75)\n",
      "processing (7, 76)\n",
      "processing (7, 77)\n",
      "processing (7, 78)\n",
      "processing (7, 79)\n",
      "processing (7, 80)\n",
      "processing (7, 81)\n",
      "processing (7, 82)\n",
      "processing (7, 83)\n",
      "processing (7, 84)\n",
      "processing (7, 85)\n",
      "processing (7, 86)\n",
      "processing (7, 87)\n",
      "processing (7, 88)\n",
      "processing (7, 89)\n",
      "processing (7, 90)\n",
      "processing (7, 91)\n",
      "processing (7, 92)\n",
      "processing (7, 93)\n",
      "processing (7, 94)\n",
      "processing (7, 95)\n",
      "processing (7, 96)\n",
      "processing (7, 97)\n",
      "processing (7, 98)\n",
      "processing (7, 99)\n",
      "processing (7, 100)\n",
      "processing (8, 0)\n",
      "processing (8, 1)\n",
      "processing (8, 2)\n",
      "processing (8, 3)\n",
      "processing (8, 4)\n",
      "processing (8, 5)\n",
      "processing (8, 6)\n",
      "processing (8, 7)\n",
      "processing (8, 8)\n",
      "processing (8, 9)\n",
      "processing (8, 10)\n",
      "processing (8, 11)\n",
      "processing (8, 12)\n",
      "processing (8, 13)\n",
      "processing (8, 14)\n",
      "processing (8, 15)\n",
      "processing (8, 16)\n",
      "processing (8, 17)\n",
      "processing (8, 18)\n",
      "processing (8, 19)\n",
      "processing (8, 20)\n",
      "processing (8, 21)\n",
      "processing (8, 22)\n",
      "processing (8, 23)\n",
      "processing (8, 24)\n",
      "processing (8, 25)\n",
      "processing (8, 26)\n",
      "processing (8, 27)\n",
      "processing (8, 28)\n",
      "processing (8, 29)\n",
      "processing (8, 30)\n",
      "processing (8, 31)\n",
      "processing (8, 32)\n",
      "processing (8, 33)\n",
      "processing (8, 34)\n",
      "processing (8, 35)\n",
      "processing (8, 36)\n",
      "processing (8, 37)\n",
      "processing (8, 38)\n",
      "processing (8, 39)\n",
      "processing (8, 40)\n",
      "processing (8, 41)\n",
      "processing (8, 42)\n",
      "processing (8, 43)\n",
      "processing (8, 44)\n",
      "processing (8, 45)\n",
      "processing (8, 46)\n",
      "processing (8, 47)\n",
      "processing (8, 48)\n",
      "processing (8, 49)\n",
      "processing (8, 50)\n",
      "processing (8, 51)\n",
      "processing (8, 52)\n",
      "processing (8, 53)\n",
      "processing (8, 54)\n",
      "processing (8, 55)\n",
      "processing (8, 56)\n",
      "processing (8, 57)\n",
      "processing (8, 58)\n",
      "processing (8, 59)\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "processing (8, 60)\n",
      "processing (8, 61)\n",
      "processing (8, 62)\n",
      "processing (8, 63)\n",
      "processing (8, 64)\n",
      "processing (8, 65)\n",
      "processing (8, 66)\n",
      "processing (8, 67)\n",
      "processing (8, 68)\n",
      "processing (8, 69)\n",
      "processing (8, 70)\n",
      "processing (8, 71)\n",
      "processing (8, 72)\n",
      "processing (8, 73)\n",
      "processing (8, 74)\n",
      "processing (8, 75)\n",
      "processing (8, 76)\n",
      "processing (8, 77)\n",
      "processing (8, 78)\n",
      "processing (8, 79)\n",
      "processing (8, 80)\n",
      "processing (8, 81)\n",
      "processing (8, 82)\n",
      "processing (8, 83)\n",
      "processing (8, 84)\n",
      "processing (8, 85)\n",
      "processing (8, 86)\n",
      "processing (8, 87)\n",
      "processing (8, 88)\n",
      "processing (8, 89)\n",
      "processing (8, 90)\n",
      "processing (8, 91)\n",
      "processing (8, 92)\n",
      "processing (8, 93)\n",
      "processing (8, 94)\n",
      "processing (8, 95)\n",
      "processing (8, 96)\n",
      "processing (8, 97)\n",
      "processing (8, 98)\n",
      "processing (8, 99)\n",
      "processing (8, 100)\n",
      "processing (9, 0)\n",
      "processing (9, 1)\n",
      "processing (9, 2)\n",
      "processing (9, 3)\n",
      "processing (9, 4)\n",
      "processing (9, 5)\n",
      "processing (9, 6)\n",
      "processing (9, 7)\n",
      "processing (9, 8)\n",
      "processing (9, 9)\n",
      "processing (9, 10)\n",
      "processing (9, 11)\n",
      "processing (9, 12)\n",
      "processing (9, 13)\n",
      "processing (9, 14)\n",
      "processing (9, 15)\n",
      "processing (9, 16)\n",
      "processing (9, 17)\n",
      "processing (9, 18)\n",
      "processing (9, 19)\n",
      "processing (9, 20)\n",
      "processing (9, 21)\n",
      "processing (9, 22)\n",
      "processing (9, 23)\n",
      "processing (9, 24)\n",
      "processing (9, 25)\n",
      "processing (9, 26)\n",
      "processing (9, 27)\n",
      "processing (9, 28)\n",
      "processing (9, 29)\n",
      "processing (9, 30)\n",
      "processing (9, 31)\n",
      "processing (9, 32)\n",
      "processing (9, 33)\n",
      "processing (9, 34)\n",
      "processing (9, 35)\n",
      "processing (9, 36)\n",
      "processing (9, 37)\n",
      "processing (9, 38)\n",
      "processing (9, 39)\n",
      "processing (9, 40)\n",
      "processing (9, 41)\n",
      "processing (9, 42)\n",
      "processing (9, 43)\n",
      "processing (9, 44)\n",
      "processing (9, 45)\n",
      "processing (9, 46)\n",
      "processing (9, 47)\n",
      "processing (9, 48)\n",
      "processing (9, 49)\n",
      "processing (9, 50)\n",
      "processing (9, 51)\n",
      "processing (9, 52)\n",
      "processing (9, 53)\n",
      "processing (9, 54)\n",
      "processing (9, 55)\n",
      "processing (9, 56)\n",
      "processing (9, 57)\n",
      "processing (9, 58)\n",
      "processing (9, 59)\n",
      "processing (9, 60)\n",
      "processing (9, 61)\n",
      "processing (9, 62)\n",
      "processing (9, 63)\n",
      "processing (9, 64)\n",
      "processing (9, 65)\n",
      "processing (9, 66)\n",
      "processing (9, 67)\n",
      "processing (9, 68)\n",
      "processing (9, 69)\n",
      "processing (9, 70)\n",
      "processing (9, 71)\n",
      "processing (9, 72)\n",
      "processing (9, 73)\n",
      "processing (9, 74)\n",
      "processing (9, 75)\n",
      "processing (9, 76)\n",
      "processing (9, 77)\n",
      "processing (9, 78)\n",
      "processing (9, 79)\n",
      "processing (9, 80)\n",
      "processing (9, 81)\n",
      "processing (9, 82)\n",
      "processing (9, 83)\n",
      "processing (9, 84)\n",
      "processing (9, 85)\n",
      "processing (9, 86)\n",
      "processing (9, 87)\n",
      "processing (9, 88)\n",
      "processing (9, 89)\n",
      "processing (9, 90)\n",
      "processing (9, 91)\n",
      "processing (9, 92)\n",
      "processing (9, 93)\n",
      "processing (9, 94)\n",
      "processing (9, 95)\n",
      "processing (9, 96)\n",
      "processing (9, 97)\n",
      "processing (9, 98)\n",
      "processing (9, 99)\n",
      "processing (9, 100)\n",
      "processing (10, 0)\n",
      "processing (10, 1)\n",
      "processing (10, 2)\n",
      "processing (10, 3)\n",
      "processing (10, 4)\n",
      "processing (10, 5)\n",
      "processing (10, 6)\n",
      "processing (10, 7)\n",
      "processing (10, 8)\n",
      "processing (10, 9)\n",
      "processing (10, 10)\n",
      "processing (10, 11)\n",
      "processing (10, 12)\n",
      "processing (10, 13)\n",
      "processing (10, 14)\n",
      "processing (10, 15)\n",
      "processing (10, 16)\n",
      "processing (10, 17)\n",
      "processing (10, 18)\n",
      "processing (10, 19)\n",
      "processing (10, 20)\n",
      "processing (10, 21)\n",
      "processing (10, 22)\n",
      "processing (10, 23)\n",
      "processing (10, 24)\n",
      "processing (10, 25)\n",
      "processing (10, 26)\n",
      "processing (10, 27)\n",
      "processing (10, 28)\n",
      "processing (10, 29)\n",
      "processing (10, 30)\n",
      "processing (10, 31)\n",
      "processing (10, 32)\n",
      "processing (10, 33)\n",
      "processing (10, 34)\n",
      "processing (10, 35)\n",
      "processing (10, 36)\n",
      "processing (10, 37)\n",
      "processing (10, 38)\n",
      "processing (10, 39)\n",
      "processing (10, 40)\n",
      "processing (10, 41)\n",
      "processing (10, 42)\n",
      "processing (10, 43)\n",
      "processing (10, 44)\n",
      "processing (10, 45)\n",
      "processing (10, 46)\n",
      "processing (10, 47)\n",
      "processing (10, 48)\n",
      "processing (10, 49)\n",
      "processing (10, 50)\n",
      "processing (10, 51)\n",
      "processing (10, 52)\n",
      "processing (10, 53)\n",
      "processing (10, 54)\n",
      "processing (10, 55)\n",
      "processing (10, 56)\n",
      "processing (10, 57)\n",
      "processing (10, 58)\n",
      "processing (10, 59)\n",
      "processing (10, 60)\n",
      "processing (10, 61)\n",
      "processing (10, 62)\n",
      "processing (10, 63)\n",
      "processing (10, 64)\n",
      "processing (10, 65)\n",
      "processing (10, 66)\n",
      "processing (10, 67)\n",
      "processing (10, 68)\n",
      "processing (10, 69)\n",
      "processing (10, 70)\n",
      "processing (10, 71)\n",
      "processing (10, 72)\n",
      "processing (10, 73)\n",
      "processing (10, 74)\n",
      "processing (10, 75)\n",
      "processing (10, 76)\n",
      "processing (10, 77)\n",
      "processing (10, 78)\n",
      "processing (10, 79)\n",
      "processing (10, 80)\n",
      "processing (10, 81)\n",
      "processing (10, 82)\n",
      "processing (10, 83)\n",
      "processing (10, 84)\n",
      "processing (10, 85)\n",
      "processing (10, 86)\n",
      "processing (10, 87)\n",
      "processing (10, 88)\n",
      "processing (10, 89)\n",
      "processing (10, 90)\n",
      "processing (10, 91)\n",
      "processing (10, 92)\n",
      "processing (10, 93)\n",
      "processing (10, 94)\n",
      "processing (10, 95)\n",
      "processing (10, 96)\n",
      "processing (10, 97)\n",
      "processing (10, 98)\n",
      "processing (10, 99)\n",
      "processing (10, 100)\n",
      "processing (11, 0)\n",
      "processing (11, 1)\n",
      "processing (11, 2)\n",
      "processing (11, 3)\n",
      "processing (11, 4)\n",
      "processing (11, 5)\n",
      "processing (11, 6)\n",
      "processing (11, 7)\n",
      "processing (11, 8)\n",
      "processing (11, 9)\n",
      "processing (11, 10)\n",
      "processing (11, 11)\n",
      "processing (11, 12)\n",
      "processing (11, 13)\n",
      "processing (11, 14)\n",
      "processing (11, 15)\n",
      "processing (11, 16)\n",
      "processing (11, 17)\n",
      "processing (11, 18)\n",
      "processing (11, 19)\n",
      "processing (11, 20)\n",
      "processing (11, 21)\n",
      "processing (11, 22)\n",
      "processing (11, 23)\n",
      "processing (11, 24)\n",
      "processing (11, 25)\n",
      "processing (11, 26)\n",
      "processing (11, 27)\n",
      "processing (11, 28)\n",
      "processing (11, 29)\n",
      "processing (11, 30)\n",
      "processing (11, 31)\n",
      "processing (11, 32)\n",
      "processing (11, 33)\n",
      "processing (11, 34)\n",
      "processing (11, 35)\n",
      "processing (11, 36)\n",
      "processing (11, 37)\n",
      "processing (11, 38)\n",
      "processing (11, 39)\n",
      "processing (11, 40)\n",
      "processing (11, 41)\n",
      "processing (11, 42)\n",
      "processing (11, 43)\n",
      "processing (11, 44)\n",
      "processing (11, 45)\n",
      "processing (11, 46)\n",
      "processing (11, 47)\n",
      "processing (11, 48)\n",
      "processing (11, 49)\n",
      "processing (11, 50)\n",
      "processing (11, 51)\n",
      "processing (11, 52)\n",
      "processing (11, 53)\n",
      "processing (11, 54)\n",
      "processing (11, 55)\n",
      "processing (11, 56)\n",
      "processing (11, 57)\n",
      "processing (11, 58)\n",
      "processing (11, 59)\n",
      "processing (11, 60)\n",
      "processing (11, 61)\n",
      "processing (11, 62)\n",
      "processing (11, 63)\n",
      "processing (11, 64)\n",
      "processing (11, 65)\n",
      "processing (11, 66)\n",
      "processing (11, 67)\n",
      "processing (11, 68)\n",
      "processing (11, 69)\n",
      "processing (11, 70)\n",
      "processing (11, 71)\n",
      "processing (11, 72)\n",
      "processing (11, 73)\n",
      "processing (11, 74)\n",
      "processing (11, 75)\n",
      "processing (11, 76)\n",
      "processing (11, 77)\n",
      "processing (11, 78)\n",
      "processing (11, 79)\n",
      "processing (11, 80)\n",
      "processing (11, 81)\n",
      "processing (11, 82)\n",
      "processing (11, 83)\n",
      "processing (11, 84)\n",
      "processing (11, 85)\n",
      "processing (11, 86)\n",
      "processing (11, 87)\n",
      "processing (11, 88)\n",
      "processing (11, 89)\n",
      "processing (11, 90)\n",
      "processing (11, 91)\n",
      "processing (11, 92)\n",
      "processing (11, 93)\n",
      "processing (11, 94)\n",
      "processing (11, 95)\n",
      "processing (11, 96)\n",
      "processing (11, 97)\n",
      "processing (11, 98)\n",
      "processing (11, 99)\n",
      "processing (11, 100)\n",
      "processing (12, 0)\n",
      "processing (12, 1)\n",
      "processing (12, 2)\n",
      "processing (12, 3)\n",
      "processing (12, 4)\n",
      "processing (12, 5)\n",
      "processing (12, 6)\n",
      "processing (12, 7)\n",
      "processing (12, 8)\n",
      "processing (12, 9)\n",
      "processing (12, 10)\n",
      "processing (12, 11)\n",
      "processing (12, 12)\n",
      "processing (12, 13)\n",
      "processing (12, 14)\n",
      "processing (12, 15)\n",
      "processing (12, 16)\n",
      "processing (12, 17)\n",
      "processing (12, 18)\n",
      "processing (12, 19)\n",
      "processing (12, 20)\n",
      "processing (12, 21)\n",
      "processing (12, 22)\n",
      "processing (12, 23)\n",
      "processing (12, 24)\n",
      "processing (12, 25)\n",
      "processing (12, 26)\n",
      "processing (12, 27)\n",
      "processing (12, 28)\n",
      "processing (12, 29)\n",
      "processing (12, 30)\n",
      "processing (12, 31)\n",
      "processing (12, 32)\n",
      "processing (12, 33)\n",
      "processing (12, 34)\n",
      "processing (12, 35)\n",
      "processing (12, 36)\n",
      "processing (12, 37)\n",
      "processing (12, 38)\n",
      "processing (12, 39)\n",
      "processing (12, 40)\n",
      "processing (12, 41)\n",
      "processing (12, 42)\n",
      "processing (12, 43)\n",
      "processing (12, 44)\n",
      "processing (12, 45)\n",
      "processing (12, 46)\n",
      "processing (12, 47)\n",
      "processing (12, 48)\n",
      "processing (12, 49)\n",
      "processing (12, 50)\n",
      "processing (12, 51)\n",
      "processing (12, 52)\n",
      "processing (12, 53)\n",
      "processing (12, 54)\n",
      "processing (12, 55)\n",
      "processing (12, 56)\n",
      "processing (12, 57)\n",
      "processing (12, 58)\n",
      "processing (12, 59)\n",
      "processing (12, 60)\n",
      "processing (12, 61)\n",
      "processing (12, 62)\n",
      "processing (12, 63)\n",
      "processing (12, 64)\n",
      "processing (12, 65)\n",
      "processing (12, 66)\n",
      "processing (12, 67)\n",
      "processing (12, 68)\n",
      "processing (12, 69)\n",
      "processing (12, 70)\n",
      "processing (12, 71)\n",
      "processing (12, 72)\n",
      "processing (12, 73)\n",
      "processing (12, 74)\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "processing (12, 75)\n",
      "processing (12, 76)\n",
      "processing (12, 77)\n",
      "processing (12, 78)\n",
      "processing (12, 79)\n",
      "processing (12, 80)\n",
      "processing (12, 81)\n",
      "processing (12, 82)\n",
      "processing (12, 83)\n",
      "processing (12, 84)\n",
      "processing (12, 85)\n",
      "processing (12, 86)\n",
      "processing (12, 87)\n",
      "processing (12, 88)\n",
      "processing (12, 89)\n",
      "processing (12, 90)\n",
      "processing (12, 91)\n",
      "processing (12, 92)\n",
      "processing (12, 93)\n",
      "processing (12, 94)\n",
      "processing (12, 95)\n",
      "processing (12, 96)\n",
      "processing (12, 97)\n",
      "processing (12, 98)\n",
      "processing (12, 99)\n",
      "processing (12, 100)\n",
      "processing (13, 0)\n",
      "processing (13, 1)\n",
      "processing (13, 2)\n",
      "processing (13, 3)\n",
      "processing (13, 4)\n",
      "processing (13, 5)\n",
      "processing (13, 6)\n",
      "processing (13, 7)\n",
      "processing (13, 8)\n",
      "processing (13, 9)\n",
      "processing (13, 10)\n",
      "processing (13, 11)\n",
      "processing (13, 12)\n",
      "processing (13, 13)\n",
      "processing (13, 14)\n",
      "processing (13, 15)\n",
      "processing (13, 16)\n",
      "processing (13, 17)\n",
      "processing (13, 18)\n",
      "processing (13, 19)\n",
      "processing (13, 20)\n",
      "processing (13, 21)\n",
      "processing (13, 22)\n",
      "processing (13, 23)\n",
      "processing (13, 24)\n",
      "processing (13, 25)\n",
      "processing (13, 26)\n",
      "processing (13, 27)\n",
      "processing (13, 28)\n",
      "processing (13, 29)\n",
      "processing (13, 30)\n",
      "processing (13, 31)\n",
      "processing (13, 32)\n",
      "processing (13, 33)\n",
      "processing (13, 34)\n",
      "processing (13, 35)\n",
      "processing (13, 36)\n",
      "processing (13, 37)\n",
      "processing (13, 38)\n",
      "processing (13, 39)\n",
      "processing (13, 40)\n",
      "processing (13, 41)\n",
      "processing (13, 42)\n",
      "processing (13, 43)\n",
      "processing (13, 44)\n",
      "processing (13, 45)\n",
      "processing (13, 46)\n",
      "processing (13, 47)\n",
      "processing (13, 48)\n",
      "processing (13, 49)\n",
      "processing (13, 50)\n",
      "processing (13, 51)\n",
      "processing (13, 52)\n",
      "processing (13, 53)\n",
      "processing (13, 54)\n",
      "processing (13, 55)\n",
      "processing (13, 56)\n",
      "processing (13, 57)\n",
      "processing (13, 58)\n",
      "processing (13, 59)\n",
      "processing (13, 60)\n",
      "processing (13, 61)\n",
      "processing (13, 62)\n",
      "processing (13, 63)\n",
      "processing (13, 64)\n",
      "processing (13, 65)\n",
      "processing (13, 66)\n",
      "processing (13, 67)\n",
      "processing (13, 68)\n",
      "processing (13, 69)\n",
      "processing (13, 70)\n",
      "processing (13, 71)\n",
      "processing (13, 72)\n",
      "processing (13, 73)\n",
      "processing (13, 74)\n",
      "processing (13, 75)\n",
      "processing (13, 76)\n",
      "processing (13, 77)\n",
      "processing (13, 78)\n",
      "processing (13, 79)\n",
      "processing (13, 80)\n",
      "processing (13, 81)\n",
      "processing (13, 82)\n",
      "processing (13, 83)\n",
      "processing (13, 84)\n",
      "processing (13, 85)\n",
      "processing (13, 86)\n",
      "processing (13, 87)\n",
      "processing (13, 88)\n",
      "processing (13, 89)\n",
      "processing (13, 90)\n",
      "processing (13, 91)\n",
      "processing (13, 92)\n",
      "processing (13, 93)\n",
      "processing (13, 94)\n",
      "processing (13, 95)\n",
      "processing (13, 96)\n",
      "processing (13, 97)\n",
      "processing (13, 98)\n",
      "processing (13, 99)\n",
      "processing (13, 100)\n",
      "processing (14, 0)\n",
      "processing (14, 1)\n",
      "processing (14, 2)\n",
      "processing (14, 3)\n",
      "processing (14, 4)\n",
      "processing (14, 5)\n",
      "processing (14, 6)\n",
      "processing (14, 7)\n",
      "processing (14, 8)\n",
      "processing (14, 9)\n",
      "processing (14, 10)\n",
      "processing (14, 11)\n",
      "processing (14, 12)\n",
      "processing (14, 13)\n",
      "processing (14, 14)\n",
      "processing (14, 15)\n",
      "processing (14, 16)\n",
      "processing (14, 17)\n",
      "processing (14, 18)\n",
      "processing (14, 19)\n",
      "processing (14, 20)\n",
      "processing (14, 21)\n",
      "processing (14, 22)\n",
      "processing (14, 23)\n",
      "processing (14, 24)\n",
      "processing (14, 25)\n",
      "processing (14, 26)\n",
      "processing (14, 27)\n",
      "processing (14, 28)\n",
      "processing (14, 29)\n",
      "processing (14, 30)\n",
      "processing (14, 31)\n",
      "processing (14, 32)\n",
      "processing (14, 33)\n",
      "processing (14, 34)\n",
      "processing (14, 35)\n",
      "processing (14, 36)\n",
      "processing (14, 37)\n",
      "processing (14, 38)\n",
      "processing (14, 39)\n",
      "processing (14, 40)\n",
      "processing (14, 41)\n",
      "processing (14, 42)\n",
      "processing (14, 43)\n",
      "processing (14, 44)\n",
      "processing (14, 45)\n",
      "processing (14, 46)\n",
      "processing (14, 47)\n",
      "processing (14, 48)\n",
      "processing (14, 49)\n",
      "processing (14, 50)\n",
      "processing (14, 51)\n",
      "processing (14, 52)\n",
      "processing (14, 53)\n",
      "processing (14, 54)\n",
      "processing (14, 55)\n",
      "processing (14, 56)\n",
      "processing (14, 57)\n",
      "processing (14, 58)\n",
      "processing (14, 59)\n",
      "processing (14, 60)\n",
      "processing (14, 61)\n",
      "processing (14, 62)\n",
      "processing (14, 63)\n",
      "processing (14, 64)\n",
      "processing (14, 65)\n",
      "processing (14, 66)\n",
      "processing (14, 67)\n",
      "processing (14, 68)\n",
      "processing (14, 69)\n",
      "processing (14, 70)\n",
      "processing (14, 71)\n",
      "processing (14, 72)\n",
      "processing (14, 73)\n",
      "processing (14, 74)\n",
      "processing (14, 75)\n",
      "processing (14, 76)\n",
      "processing (14, 77)\n",
      "processing (14, 78)\n",
      "processing (14, 79)\n",
      "processing (14, 80)\n",
      "processing (14, 81)\n",
      "processing (14, 82)\n",
      "processing (14, 83)\n",
      "processing (14, 84)\n",
      "processing (14, 85)\n",
      "processing (14, 86)\n",
      "processing (14, 87)\n",
      "processing (14, 88)\n",
      "processing (14, 89)\n",
      "processing (14, 90)\n",
      "processing (14, 91)\n",
      "processing (14, 92)\n",
      "processing (14, 93)\n",
      "processing (14, 94)\n",
      "processing (14, 95)\n",
      "processing (14, 96)\n",
      "processing (14, 97)\n",
      "processing (14, 98)\n",
      "processing (14, 99)\n",
      "processing (14, 100)\n",
      "processing (15, 0)\n",
      "processing (15, 1)\n",
      "processing (15, 2)\n",
      "processing (15, 3)\n",
      "processing (15, 4)\n",
      "processing (15, 5)\n",
      "processing (15, 6)\n",
      "processing (15, 7)\n",
      "processing (15, 8)\n",
      "processing (15, 9)\n",
      "processing (15, 10)\n",
      "processing (15, 11)\n",
      "processing (15, 12)\n",
      "processing (15, 13)\n",
      "processing (15, 14)\n",
      "processing (15, 15)\n",
      "processing (15, 16)\n",
      "processing (15, 17)\n",
      "processing (15, 18)\n",
      "processing (15, 19)\n",
      "processing (15, 20)\n",
      "processing (15, 21)\n",
      "processing (15, 22)\n",
      "processing (15, 23)\n",
      "processing (15, 24)\n",
      "processing (15, 25)\n",
      "processing (15, 26)\n",
      "processing (15, 27)\n",
      "processing (15, 28)\n",
      "processing (15, 29)\n",
      "processing (15, 30)\n",
      "processing (15, 31)\n",
      "processing (15, 32)\n",
      "processing (15, 33)\n",
      "processing (15, 34)\n",
      "processing (15, 35)\n",
      "processing (15, 36)\n",
      "processing (15, 37)\n",
      "processing (15, 38)\n",
      "processing (15, 39)\n",
      "processing (15, 40)\n",
      "processing (15, 41)\n",
      "processing (15, 42)\n",
      "processing (15, 43)\n",
      "processing (15, 44)\n",
      "processing (15, 45)\n",
      "processing (15, 46)\n",
      "processing (15, 47)\n",
      "processing (15, 48)\n",
      "processing (15, 49)\n",
      "processing (15, 50)\n",
      "processing (15, 51)\n",
      "processing (15, 52)\n",
      "processing (15, 53)\n",
      "processing (15, 54)\n",
      "processing (15, 55)\n",
      "processing (15, 56)\n",
      "processing (15, 57)\n",
      "processing (15, 58)\n",
      "processing (15, 59)\n",
      "processing (15, 60)\n",
      "processing (15, 61)\n",
      "processing (15, 62)\n",
      "processing (15, 63)\n",
      "processing (15, 64)\n",
      "processing (15, 65)\n",
      "processing (15, 66)\n",
      "processing (15, 67)\n",
      "processing (15, 68)\n",
      "processing (15, 69)\n",
      "processing (15, 70)\n",
      "processing (15, 71)\n",
      "processing (15, 72)\n",
      "processing (15, 73)\n",
      "processing (15, 74)\n",
      "processing (15, 75)\n",
      "processing (15, 76)\n",
      "processing (15, 77)\n",
      "processing (15, 78)\n",
      "processing (15, 79)\n",
      "processing (15, 80)\n",
      "processing (15, 81)\n",
      "processing (15, 82)\n",
      "processing (15, 83)\n",
      "processing (15, 84)\n",
      "processing (15, 85)\n",
      "processing (15, 86)\n",
      "processing (15, 87)\n",
      "processing (15, 88)\n",
      "processing (15, 89)\n",
      "processing (15, 90)\n",
      "processing (15, 91)\n",
      "processing (15, 92)\n",
      "processing (15, 93)\n",
      "processing (15, 94)\n",
      "processing (15, 95)\n",
      "processing (15, 96)\n",
      "processing (15, 97)\n",
      "processing (15, 98)\n",
      "processing (15, 99)\n",
      "processing (15, 100)\n",
      "processing (16, 0)\n",
      "processing (16, 1)\n",
      "processing (16, 2)\n",
      "processing (16, 3)\n",
      "processing (16, 4)\n",
      "processing (16, 5)\n",
      "processing (16, 6)\n",
      "processing (16, 7)\n",
      "processing (16, 8)\n",
      "processing (16, 9)\n",
      "processing (16, 10)\n",
      "processing (16, 11)\n",
      "processing (16, 12)\n",
      "processing (16, 13)\n",
      "processing (16, 14)\n",
      "processing (16, 15)\n",
      "processing (16, 16)\n",
      "processing (16, 17)\n",
      "processing (16, 18)\n",
      "processing (16, 19)\n",
      "processing (16, 20)\n",
      "processing (16, 21)\n",
      "processing (16, 22)\n",
      "processing (16, 23)\n",
      "processing (16, 24)\n",
      "processing (16, 25)\n",
      "processing (16, 26)\n",
      "processing (16, 27)\n",
      "processing (16, 28)\n",
      "processing (16, 29)\n",
      "processing (16, 30)\n",
      "processing (16, 31)\n",
      "processing (16, 32)\n",
      "processing (16, 33)\n",
      "processing (16, 34)\n",
      "processing (16, 35)\n",
      "processing (16, 36)\n",
      "processing (16, 37)\n",
      "processing (16, 38)\n",
      "processing (16, 39)\n",
      "processing (16, 40)\n",
      "processing (16, 41)\n",
      "processing (16, 42)\n",
      "processing (16, 43)\n",
      "processing (16, 44)\n",
      "processing (16, 45)\n",
      "processing (16, 46)\n",
      "processing (16, 47)\n",
      "processing (16, 48)\n",
      "processing (16, 49)\n",
      "processing (16, 50)\n",
      "processing (16, 51)\n",
      "processing (16, 52)\n",
      "processing (16, 53)\n",
      "processing (16, 54)\n",
      "processing (16, 55)\n",
      "processing (16, 56)\n",
      "processing (16, 57)\n",
      "processing (16, 58)\n",
      "processing (16, 59)\n",
      "processing (16, 60)\n",
      "processing (16, 61)\n",
      "processing (16, 62)\n",
      "processing (16, 63)\n",
      "processing (16, 64)\n",
      "processing (16, 65)\n",
      "processing (16, 66)\n",
      "processing (16, 67)\n",
      "processing (16, 68)\n",
      "processing (16, 69)\n",
      "processing (16, 70)\n",
      "processing (16, 71)\n",
      "processing (16, 72)\n",
      "processing (16, 73)\n",
      "processing (16, 74)\n",
      "processing (16, 75)\n",
      "processing (16, 76)\n",
      "processing (16, 77)\n",
      "processing (16, 78)\n",
      "processing (16, 79)\n",
      "processing (16, 80)\n",
      "processing (16, 81)\n",
      "processing (16, 82)\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "processing (16, 83)\n",
      "processing (16, 84)\n",
      "processing (16, 85)\n",
      "processing (16, 86)\n",
      "processing (16, 87)\n",
      "processing (16, 88)\n",
      "processing (16, 89)\n",
      "processing (16, 90)\n",
      "processing (16, 91)\n",
      "processing (16, 92)\n",
      "processing (16, 93)\n",
      "processing (16, 94)\n",
      "processing (16, 95)\n",
      "processing (16, 96)\n",
      "processing (16, 97)\n",
      "processing (16, 98)\n",
      "processing (16, 99)\n",
      "processing (16, 100)\n",
      "processing (17, 0)\n",
      "processing (17, 1)\n",
      "processing (17, 2)\n",
      "processing (17, 3)\n",
      "processing (17, 4)\n",
      "processing (17, 5)\n",
      "processing (17, 6)\n",
      "processing (17, 7)\n",
      "processing (17, 8)\n",
      "processing (17, 9)\n",
      "processing (17, 10)\n",
      "processing (17, 11)\n",
      "processing (17, 12)\n",
      "processing (17, 13)\n",
      "processing (17, 14)\n",
      "processing (17, 15)\n",
      "processing (17, 16)\n",
      "processing (17, 17)\n",
      "processing (17, 18)\n",
      "processing (17, 19)\n",
      "processing (17, 20)\n",
      "processing (17, 21)\n",
      "processing (17, 22)\n",
      "processing (17, 23)\n",
      "processing (17, 24)\n",
      "processing (17, 25)\n",
      "processing (17, 26)\n",
      "processing (17, 27)\n",
      "processing (17, 28)\n",
      "processing (17, 29)\n",
      "processing (17, 30)\n",
      "processing (17, 31)\n",
      "processing (17, 32)\n",
      "processing (17, 33)\n",
      "processing (17, 34)\n",
      "processing (17, 35)\n",
      "processing (17, 36)\n",
      "processing (17, 37)\n",
      "processing (17, 38)\n",
      "processing (17, 39)\n",
      "processing (17, 40)\n",
      "processing (17, 41)\n",
      "processing (17, 42)\n",
      "processing (17, 43)\n",
      "processing (17, 44)\n",
      "processing (17, 45)\n",
      "processing (17, 46)\n",
      "processing (17, 47)\n",
      "processing (17, 48)\n",
      "processing (17, 49)\n",
      "processing (17, 50)\n",
      "processing (17, 51)\n",
      "processing (17, 52)\n",
      "processing (17, 53)\n",
      "processing (17, 54)\n",
      "processing (17, 55)\n",
      "processing (17, 56)\n",
      "processing (17, 57)\n",
      "processing (17, 58)\n",
      "processing (17, 59)\n",
      "processing (17, 60)\n",
      "processing (17, 61)\n",
      "processing (17, 62)\n",
      "processing (17, 63)\n",
      "processing (17, 64)\n",
      "processing (17, 65)\n",
      "processing (17, 66)\n",
      "processing (17, 67)\n",
      "processing (17, 68)\n",
      "processing (17, 69)\n",
      "processing (17, 70)\n",
      "processing (17, 71)\n",
      "processing (17, 72)\n",
      "processing (17, 73)\n",
      "processing (17, 74)\n",
      "processing (17, 75)\n",
      "processing (17, 76)\n",
      "processing (17, 77)\n",
      "processing (17, 78)\n",
      "processing (17, 79)\n",
      "processing (17, 80)\n",
      "processing (17, 81)\n",
      "processing (17, 82)\n",
      "processing (17, 83)\n",
      "processing (17, 84)\n",
      "processing (17, 85)\n",
      "processing (17, 86)\n",
      "processing (17, 87)\n",
      "processing (17, 88)\n",
      "processing (17, 89)\n",
      "processing (17, 90)\n",
      "processing (17, 91)\n",
      "processing (17, 92)\n",
      "processing (17, 93)\n",
      "processing (17, 94)\n",
      "processing (17, 95)\n",
      "processing (17, 96)\n",
      "processing (17, 97)\n",
      "processing (17, 98)\n",
      "processing (17, 99)\n",
      "processing (17, 100)\n",
      "processing (18, 0)\n",
      "processing (18, 1)\n",
      "processing (18, 2)\n",
      "processing (18, 3)\n",
      "processing (18, 4)\n",
      "processing (18, 5)\n",
      "processing (18, 6)\n",
      "processing (18, 7)\n",
      "processing (18, 8)\n",
      "processing (18, 9)\n",
      "processing (18, 10)\n",
      "processing (18, 11)\n",
      "processing (18, 12)\n",
      "processing (18, 13)\n",
      "processing (18, 14)\n",
      "processing (18, 15)\n",
      "processing (18, 16)\n",
      "processing (18, 17)\n",
      "processing (18, 18)\n",
      "processing (18, 19)\n",
      "processing (18, 20)\n",
      "processing (18, 21)\n",
      "processing (18, 22)\n",
      "processing (18, 23)\n",
      "processing (18, 24)\n",
      "processing (18, 25)\n",
      "processing (18, 26)\n",
      "processing (18, 27)\n",
      "processing (18, 28)\n",
      "processing (18, 29)\n",
      "processing (18, 30)\n",
      "processing (18, 31)\n",
      "processing (18, 32)\n",
      "processing (18, 33)\n",
      "processing (18, 34)\n",
      "processing (18, 35)\n",
      "processing (18, 36)\n",
      "processing (18, 37)\n",
      "processing (18, 38)\n",
      "processing (18, 39)\n",
      "processing (18, 40)\n",
      "processing (18, 41)\n",
      "processing (18, 42)\n",
      "processing (18, 43)\n",
      "processing (18, 44)\n",
      "processing (18, 45)\n",
      "processing (18, 46)\n",
      "processing (18, 47)\n",
      "processing (18, 48)\n",
      "processing (18, 49)\n",
      "processing (18, 50)\n",
      "processing (18, 51)\n",
      "processing (18, 52)\n",
      "processing (18, 53)\n",
      "processing (18, 54)\n",
      "processing (18, 55)\n",
      "processing (18, 56)\n",
      "processing (18, 57)\n",
      "processing (18, 58)\n",
      "processing (18, 59)\n",
      "processing (18, 60)\n",
      "processing (18, 61)\n",
      "processing (18, 62)\n",
      "processing (18, 63)\n",
      "processing (18, 64)\n",
      "processing (18, 65)\n",
      "processing (18, 66)\n",
      "processing (18, 67)\n",
      "processing (18, 68)\n",
      "processing (18, 69)\n",
      "processing (18, 70)\n",
      "processing (18, 71)\n",
      "processing (18, 72)\n",
      "processing (18, 73)\n",
      "processing (18, 74)\n",
      "processing (18, 75)\n",
      "processing (18, 76)\n",
      "processing (18, 77)\n",
      "processing (18, 78)\n",
      "processing (18, 79)\n",
      "processing (18, 80)\n",
      "processing (18, 81)\n",
      "processing (18, 82)\n",
      "processing (18, 83)\n",
      "processing (18, 84)\n",
      "processing (18, 85)\n",
      "processing (18, 86)\n",
      "processing (18, 87)\n",
      "processing (18, 88)\n",
      "processing (18, 89)\n",
      "processing (18, 90)\n",
      "processing (18, 91)\n",
      "processing (18, 92)\n",
      "processing (18, 93)\n",
      "processing (18, 94)\n",
      "processing (18, 95)\n",
      "processing (18, 96)\n",
      "processing (18, 97)\n",
      "processing (18, 98)\n",
      "processing (18, 99)\n",
      "processing (18, 100)\n",
      "processing (19, 0)\n",
      "processing (19, 1)\n",
      "processing (19, 2)\n",
      "processing (19, 3)\n",
      "processing (19, 4)\n",
      "processing (19, 5)\n",
      "processing (19, 6)\n",
      "processing (19, 7)\n",
      "processing (19, 8)\n",
      "processing (19, 9)\n",
      "processing (19, 10)\n",
      "processing (19, 11)\n",
      "processing (19, 12)\n",
      "processing (19, 13)\n",
      "processing (19, 14)\n",
      "processing (19, 15)\n",
      "processing (19, 16)\n",
      "processing (19, 17)\n",
      "processing (19, 18)\n",
      "processing (19, 19)\n",
      "processing (19, 20)\n",
      "processing (19, 21)\n",
      "processing (19, 22)\n",
      "processing (19, 23)\n",
      "processing (19, 24)\n",
      "processing (19, 25)\n",
      "processing (19, 26)\n",
      "processing (19, 27)\n",
      "processing (19, 28)\n",
      "processing (19, 29)\n",
      "processing (19, 30)\n",
      "processing (19, 31)\n",
      "processing (19, 32)\n",
      "processing (19, 33)\n",
      "processing (19, 34)\n",
      "processing (19, 35)\n",
      "processing (19, 36)\n",
      "processing (19, 37)\n",
      "processing (19, 38)\n",
      "processing (19, 39)\n",
      "processing (19, 40)\n",
      "processing (19, 41)\n",
      "processing (19, 42)\n",
      "processing (19, 43)\n",
      "processing (19, 44)\n",
      "processing (19, 45)\n",
      "processing (19, 46)\n",
      "processing (19, 47)\n",
      "processing (19, 48)\n",
      "processing (19, 49)\n",
      "processing (19, 50)\n",
      "processing (19, 51)\n",
      "processing (19, 52)\n",
      "processing (19, 53)\n",
      "processing (19, 54)\n",
      "processing (19, 55)\n",
      "processing (19, 56)\n",
      "processing (19, 57)\n",
      "processing (19, 58)\n",
      "processing (19, 59)\n",
      "processing (19, 60)\n",
      "processing (19, 61)\n",
      "processing (19, 62)\n",
      "processing (19, 63)\n",
      "processing (19, 64)\n",
      "processing (19, 65)\n",
      "processing (19, 66)\n",
      "processing (19, 67)\n",
      "processing (19, 68)\n",
      "processing (19, 69)\n",
      "processing (19, 70)\n",
      "processing (19, 71)\n",
      "processing (19, 72)\n",
      "processing (19, 73)\n",
      "processing (19, 74)\n",
      "processing (19, 75)\n",
      "processing (19, 76)\n",
      "processing (19, 77)\n",
      "processing (19, 78)\n",
      "processing (19, 79)\n",
      "processing (19, 80)\n",
      "processing (19, 81)\n",
      "processing (19, 82)\n",
      "processing (19, 83)\n",
      "processing (19, 84)\n",
      "processing (19, 85)\n",
      "processing (19, 86)\n",
      "processing (19, 87)\n",
      "processing (19, 88)\n",
      "processing (19, 89)\n",
      "processing (19, 90)\n",
      "processing (19, 91)\n",
      "processing (19, 92)\n",
      "processing (19, 93)\n",
      "processing (19, 94)\n",
      "processing (19, 95)\n",
      "processing (19, 96)\n",
      "processing (19, 97)\n",
      "processing (19, 98)\n",
      "processing (19, 99)\n",
      "processing (19, 100)\n",
      "processing (20, 0)\n",
      "processing (20, 1)\n",
      "processing (20, 2)\n",
      "processing (20, 3)\n",
      "processing (20, 4)\n",
      "processing (20, 5)\n",
      "processing (20, 6)\n",
      "processing (20, 7)\n",
      "processing (20, 8)\n",
      "processing (20, 9)\n",
      "processing (20, 10)\n",
      "processing (20, 11)\n",
      "processing (20, 12)\n",
      "processing (20, 13)\n",
      "processing (20, 14)\n",
      "processing (20, 15)\n",
      "processing (20, 16)\n",
      "processing (20, 17)\n",
      "processing (20, 18)\n",
      "processing (20, 19)\n",
      "processing (20, 20)\n",
      "processing (20, 21)\n",
      "processing (20, 22)\n",
      "processing (20, 23)\n",
      "processing (20, 24)\n",
      "processing (20, 25)\n",
      "processing (20, 26)\n",
      "processing (20, 27)\n",
      "processing (20, 28)\n",
      "processing (20, 29)\n",
      "processing (20, 30)\n",
      "processing (20, 31)\n",
      "processing (20, 32)\n",
      "processing (20, 33)\n",
      "processing (20, 34)\n",
      "processing (20, 35)\n",
      "processing (20, 36)\n",
      "processing (20, 37)\n",
      "processing (20, 38)\n",
      "processing (20, 39)\n",
      "processing (20, 40)\n",
      "processing (20, 41)\n",
      "processing (20, 42)\n",
      "processing (20, 43)\n",
      "processing (20, 44)\n",
      "processing (20, 45)\n",
      "processing (20, 46)\n",
      "processing (20, 47)\n",
      "processing (20, 48)\n",
      "processing (20, 49)\n",
      "processing (20, 50)\n",
      "processing (20, 51)\n",
      "processing (20, 52)\n",
      "processing (20, 53)\n",
      "processing (20, 54)\n",
      "processing (20, 55)\n",
      "processing (20, 56)\n",
      "processing (20, 57)\n",
      "processing (20, 58)\n",
      "processing (20, 59)\n",
      "processing (20, 60)\n",
      "processing (20, 61)\n",
      "processing (20, 62)\n",
      "processing (20, 63)\n",
      "processing (20, 64)\n",
      "processing (20, 65)\n",
      "processing (20, 66)\n",
      "processing (20, 67)\n",
      "processing (20, 68)\n",
      "processing (20, 69)\n",
      "processing (20, 70)\n",
      "processing (20, 71)\n",
      "processing (20, 72)\n",
      "processing (20, 73)\n",
      "processing (20, 74)\n",
      "processing (20, 75)\n",
      "processing (20, 76)\n",
      "processing (20, 77)\n",
      "processing (20, 78)\n",
      "processing (20, 79)\n",
      "processing (20, 80)\n",
      "processing (20, 81)\n",
      "processing (20, 82)\n",
      "processing (20, 83)\n",
      "processing (20, 84)\n",
      "processing (20, 85)\n",
      "processing (20, 86)\n",
      "processing (20, 87)\n",
      "processing (20, 88)\n",
      "processing (20, 89)\n",
      "processing (20, 90)\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "processing (20, 91)\n",
      "processing (20, 92)\n",
      "processing (20, 93)\n",
      "processing (20, 94)\n",
      "processing (20, 95)\n",
      "processing (20, 96)\n",
      "processing (20, 97)\n",
      "processing (20, 98)\n",
      "processing (20, 99)\n",
      "processing (20, 100)\n",
      "processing (21, 0)\n",
      "processing (21, 1)\n",
      "processing (21, 2)\n",
      "processing (21, 3)\n",
      "processing (21, 4)\n",
      "processing (21, 5)\n",
      "processing (21, 6)\n",
      "processing (21, 7)\n",
      "processing (21, 8)\n",
      "processing (21, 9)\n",
      "processing (21, 10)\n",
      "processing (21, 11)\n",
      "processing (21, 12)\n",
      "processing (21, 13)\n",
      "processing (21, 14)\n",
      "processing (21, 15)\n",
      "processing (21, 16)\n",
      "processing (21, 17)\n",
      "processing (21, 18)\n",
      "processing (21, 19)\n",
      "processing (21, 20)\n",
      "processing (21, 21)\n",
      "processing (21, 22)\n",
      "processing (21, 23)\n",
      "processing (21, 24)\n",
      "processing (21, 25)\n",
      "processing (21, 26)\n",
      "processing (21, 27)\n",
      "processing (21, 28)\n",
      "processing (21, 29)\n",
      "processing (21, 30)\n",
      "processing (21, 31)\n",
      "processing (21, 32)\n",
      "processing (21, 33)\n",
      "processing (21, 34)\n",
      "processing (21, 35)\n",
      "processing (21, 36)\n",
      "processing (21, 37)\n",
      "processing (21, 38)\n",
      "processing (21, 39)\n",
      "processing (21, 40)\n",
      "processing (21, 41)\n",
      "processing (21, 42)\n",
      "processing (21, 43)\n",
      "processing (21, 44)\n",
      "processing (21, 45)\n",
      "processing (21, 46)\n",
      "processing (21, 47)\n",
      "processing (21, 48)\n",
      "processing (21, 49)\n",
      "processing (21, 50)\n",
      "processing (21, 51)\n",
      "processing (21, 52)\n",
      "processing (21, 53)\n",
      "processing (21, 54)\n",
      "processing (21, 55)\n",
      "processing (21, 56)\n",
      "processing (21, 57)\n",
      "processing (21, 58)\n",
      "processing (21, 59)\n",
      "processing (21, 60)\n",
      "processing (21, 61)\n",
      "processing (21, 62)\n",
      "processing (21, 63)\n",
      "processing (21, 64)\n",
      "processing (21, 65)\n",
      "processing (21, 66)\n",
      "processing (21, 67)\n",
      "processing (21, 68)\n",
      "processing (21, 69)\n",
      "processing (21, 70)\n",
      "processing (21, 71)\n",
      "processing (21, 72)\n",
      "processing (21, 73)\n",
      "processing (21, 74)\n",
      "processing (21, 75)\n",
      "processing (21, 76)\n",
      "processing (21, 77)\n",
      "processing (21, 78)\n",
      "processing (21, 79)\n",
      "processing (21, 80)\n",
      "processing (21, 81)\n",
      "processing (21, 82)\n",
      "processing (21, 83)\n",
      "processing (21, 84)\n",
      "processing (21, 85)\n",
      "processing (21, 86)\n",
      "processing (21, 87)\n",
      "processing (21, 88)\n",
      "processing (21, 89)\n",
      "processing (21, 90)\n",
      "processing (21, 91)\n",
      "processing (21, 92)\n",
      "processing (21, 93)\n",
      "processing (21, 94)\n",
      "processing (21, 95)\n",
      "processing (21, 96)\n",
      "processing (21, 97)\n",
      "processing (21, 98)\n",
      "processing (21, 99)\n",
      "processing (21, 100)\n",
      "processing (22, 0)\n",
      "processing (22, 1)\n",
      "processing (22, 2)\n",
      "processing (22, 3)\n",
      "processing (22, 4)\n",
      "processing (22, 5)\n",
      "processing (22, 6)\n",
      "processing (22, 7)\n",
      "processing (22, 8)\n",
      "processing (22, 9)\n",
      "processing (22, 10)\n",
      "processing (22, 11)\n",
      "processing (22, 12)\n",
      "processing (22, 13)\n",
      "processing (22, 14)\n",
      "processing (22, 15)\n",
      "processing (22, 16)\n",
      "processing (22, 17)\n",
      "processing (22, 18)\n",
      "processing (22, 19)\n",
      "processing (22, 20)\n",
      "processing (22, 21)\n",
      "processing (22, 22)\n",
      "processing (22, 23)\n",
      "processing (22, 24)\n",
      "processing (22, 25)\n",
      "processing (22, 26)\n",
      "processing (22, 27)\n",
      "processing (22, 28)\n",
      "processing (22, 29)\n",
      "processing (22, 30)\n",
      "processing (22, 31)\n",
      "processing (22, 32)\n",
      "processing (22, 33)\n",
      "processing (22, 34)\n",
      "processing (22, 35)\n",
      "processing (22, 36)\n",
      "processing (22, 37)\n",
      "processing (22, 38)\n",
      "processing (22, 39)\n",
      "processing (22, 40)\n",
      "processing (22, 41)\n",
      "processing (22, 42)\n",
      "processing (22, 43)\n",
      "processing (22, 44)\n",
      "processing (22, 45)\n",
      "processing (22, 46)\n",
      "processing (22, 47)\n",
      "processing (22, 48)\n",
      "processing (22, 49)\n",
      "processing (22, 50)\n",
      "processing (22, 51)\n",
      "processing (22, 52)\n",
      "processing (22, 53)\n",
      "processing (22, 54)\n",
      "processing (22, 55)\n",
      "processing (22, 56)\n",
      "processing (22, 57)\n",
      "processing (22, 58)\n",
      "processing (22, 59)\n",
      "processing (22, 60)\n",
      "processing (22, 61)\n",
      "processing (22, 62)\n",
      "processing (22, 63)\n",
      "processing (22, 64)\n",
      "processing (22, 65)\n",
      "processing (22, 66)\n",
      "processing (22, 67)\n",
      "processing (22, 68)\n",
      "processing (22, 69)\n",
      "processing (22, 70)\n",
      "processing (22, 71)\n",
      "processing (22, 72)\n",
      "processing (22, 73)\n",
      "processing (22, 74)\n",
      "processing (22, 75)\n",
      "processing (22, 76)\n",
      "processing (22, 77)\n",
      "processing (22, 78)\n",
      "processing (22, 79)\n",
      "processing (22, 80)\n",
      "processing (22, 81)\n",
      "processing (22, 82)\n",
      "processing (22, 83)\n",
      "processing (22, 84)\n",
      "processing (22, 85)\n",
      "processing (22, 86)\n",
      "processing (22, 87)\n",
      "processing (22, 88)\n",
      "processing (22, 89)\n",
      "processing (22, 90)\n",
      "processing (22, 91)\n",
      "processing (22, 92)\n",
      "processing (22, 93)\n",
      "processing (22, 94)\n",
      "processing (22, 95)\n",
      "processing (22, 96)\n",
      "processing (22, 97)\n",
      "processing (22, 98)\n",
      "processing (22, 99)\n",
      "processing (22, 100)\n",
      "processing (23, 0)\n",
      "processing (23, 1)\n",
      "processing (23, 2)\n",
      "processing (23, 3)\n",
      "processing (23, 4)\n",
      "processing (23, 5)\n",
      "processing (23, 6)\n",
      "processing (23, 7)\n",
      "processing (23, 8)\n",
      "processing (23, 9)\n",
      "processing (23, 10)\n",
      "processing (23, 11)\n",
      "processing (23, 12)\n",
      "processing (23, 13)\n",
      "processing (23, 14)\n",
      "processing (23, 15)\n",
      "processing (23, 16)\n",
      "processing (23, 17)\n",
      "processing (23, 18)\n",
      "processing (23, 19)\n",
      "processing (23, 20)\n",
      "processing (23, 21)\n",
      "processing (23, 22)\n",
      "processing (23, 23)\n",
      "processing (23, 24)\n",
      "processing (23, 25)\n",
      "processing (23, 26)\n",
      "processing (23, 27)\n",
      "processing (23, 28)\n",
      "processing (23, 29)\n",
      "processing (23, 30)\n",
      "processing (23, 31)\n",
      "processing (23, 32)\n",
      "processing (23, 33)\n",
      "processing (23, 34)\n",
      "processing (23, 35)\n",
      "processing (23, 36)\n",
      "processing (23, 37)\n",
      "processing (23, 38)\n",
      "processing (23, 39)\n",
      "processing (23, 40)\n",
      "processing (23, 41)\n",
      "processing (23, 42)\n",
      "processing (23, 43)\n",
      "processing (23, 44)\n",
      "processing (23, 45)\n",
      "processing (23, 46)\n",
      "processing (23, 47)\n",
      "processing (23, 48)\n",
      "processing (23, 49)\n",
      "processing (23, 50)\n",
      "processing (23, 51)\n",
      "processing (23, 52)\n",
      "processing (23, 53)\n",
      "processing (23, 54)\n",
      "processing (23, 55)\n",
      "processing (23, 56)\n",
      "processing (23, 57)\n",
      "processing (23, 58)\n",
      "processing (23, 59)\n",
      "processing (23, 60)\n",
      "processing (23, 61)\n",
      "processing (23, 62)\n",
      "processing (23, 63)\n",
      "processing (23, 64)\n",
      "processing (23, 65)\n",
      "processing (23, 66)\n",
      "processing (23, 67)\n",
      "processing (23, 68)\n",
      "processing (23, 69)\n",
      "processing (23, 70)\n",
      "processing (23, 71)\n",
      "processing (23, 72)\n",
      "processing (23, 73)\n",
      "processing (23, 74)\n",
      "processing (23, 75)\n",
      "processing (23, 76)\n",
      "processing (23, 77)\n",
      "processing (23, 78)\n",
      "processing (23, 79)\n",
      "processing (23, 80)\n",
      "processing (23, 81)\n",
      "processing (23, 82)\n",
      "processing (23, 83)\n",
      "processing (23, 84)\n",
      "processing (23, 85)\n",
      "processing (23, 86)\n",
      "processing (23, 87)\n",
      "processing (23, 88)\n",
      "processing (23, 89)\n",
      "processing (23, 90)\n",
      "processing (23, 91)\n",
      "processing (23, 92)\n",
      "processing (23, 93)\n",
      "processing (23, 94)\n",
      "processing (23, 95)\n",
      "processing (23, 96)\n",
      "processing (23, 97)\n",
      "processing (23, 98)\n",
      "processing (23, 99)\n",
      "processing (23, 100)\n",
      "processing (24, 0)\n",
      "processing (24, 1)\n",
      "processing (24, 2)\n",
      "processing (24, 3)\n",
      "processing (24, 4)\n",
      "processing (24, 5)\n",
      "processing (24, 6)\n",
      "processing (24, 7)\n",
      "processing (24, 8)\n",
      "processing (24, 9)\n",
      "processing (24, 10)\n",
      "processing (24, 11)\n",
      "processing (24, 12)\n",
      "processing (24, 13)\n",
      "processing (24, 14)\n",
      "processing (24, 15)\n",
      "processing (24, 16)\n",
      "processing (24, 17)\n",
      "processing (24, 18)\n",
      "processing (24, 19)\n",
      "processing (24, 20)\n",
      "processing (24, 21)\n",
      "processing (24, 22)\n",
      "processing (24, 23)\n",
      "processing (24, 24)\n",
      "processing (24, 25)\n",
      "processing (24, 26)\n",
      "processing (24, 27)\n",
      "processing (24, 28)\n",
      "processing (24, 29)\n",
      "processing (24, 30)\n",
      "processing (24, 31)\n",
      "processing (24, 32)\n",
      "processing (24, 33)\n",
      "processing (24, 34)\n",
      "processing (24, 35)\n",
      "processing (24, 36)\n",
      "processing (24, 37)\n",
      "processing (24, 38)\n",
      "processing (24, 39)\n",
      "processing (24, 40)\n",
      "processing (24, 41)\n",
      "processing (24, 42)\n",
      "processing (24, 43)\n",
      "processing (24, 44)\n",
      "processing (24, 45)\n",
      "processing (24, 46)\n",
      "processing (24, 47)\n",
      "processing (24, 48)\n",
      "processing (24, 49)\n",
      "processing (24, 50)\n",
      "processing (24, 51)\n",
      "processing (24, 52)\n",
      "processing (24, 53)\n",
      "processing (24, 54)\n",
      "processing (24, 55)\n",
      "processing (24, 56)\n",
      "processing (24, 57)\n",
      "processing (24, 58)\n",
      "processing (24, 59)\n",
      "processing (24, 60)\n",
      "processing (24, 61)\n",
      "processing (24, 62)\n",
      "processing (24, 63)\n",
      "processing (24, 64)\n",
      "processing (24, 65)\n",
      "processing (24, 66)\n",
      "processing (24, 67)\n",
      "processing (24, 68)\n",
      "processing (24, 69)\n",
      "processing (24, 70)\n",
      "processing (24, 71)\n",
      "processing (24, 72)\n",
      "processing (24, 73)\n",
      "processing (24, 74)\n",
      "processing (24, 75)\n",
      "processing (24, 76)\n",
      "processing (24, 77)\n",
      "processing (24, 78)\n",
      "processing (24, 79)\n",
      "processing (24, 80)\n",
      "processing (24, 81)\n",
      "processing (24, 82)\n",
      "processing (24, 83)\n",
      "processing (24, 84)\n",
      "processing (24, 85)\n",
      "processing (24, 86)\n",
      "processing (24, 87)\n",
      "processing (24, 88)\n",
      "processing (24, 89)\n",
      "processing (24, 90)\n",
      "processing (24, 91)\n",
      "processing (24, 92)\n",
      "processing (24, 93)\n",
      "processing (24, 94)\n",
      "processing (24, 95)\n",
      "processing (24, 96)\n",
      "processing (24, 97)\n",
      "processing (24, 98)\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "processing (24, 99)\n",
      "processing (24, 100)\n",
      "processing (25, 0)\n",
      "processing (25, 1)\n",
      "processing (25, 2)\n",
      "processing (25, 3)\n",
      "processing (25, 4)\n",
      "processing (25, 5)\n",
      "processing (25, 6)\n",
      "processing (25, 7)\n",
      "processing (25, 8)\n",
      "processing (25, 9)\n",
      "processing (25, 10)\n",
      "processing (25, 11)\n",
      "processing (25, 12)\n",
      "processing (25, 13)\n",
      "processing (25, 14)\n",
      "processing (25, 15)\n",
      "processing (25, 16)\n",
      "processing (25, 17)\n",
      "processing (25, 18)\n",
      "processing (25, 19)\n",
      "processing (25, 20)\n",
      "processing (25, 21)\n",
      "processing (25, 22)\n",
      "processing (25, 23)\n",
      "processing (25, 24)\n",
      "processing (25, 25)\n",
      "processing (25, 26)\n",
      "processing (25, 27)\n",
      "processing (25, 28)\n",
      "processing (25, 29)\n",
      "processing (25, 30)\n",
      "processing (25, 31)\n",
      "processing (25, 32)\n",
      "processing (25, 33)\n",
      "processing (25, 34)\n",
      "processing (25, 35)\n",
      "processing (25, 36)\n",
      "processing (25, 37)\n",
      "processing (25, 38)\n",
      "processing (25, 39)\n",
      "processing (25, 40)\n",
      "processing (25, 41)\n",
      "processing (25, 42)\n",
      "processing (25, 43)\n",
      "processing (25, 44)\n",
      "processing (25, 45)\n",
      "processing (25, 46)\n",
      "processing (25, 47)\n",
      "processing (25, 48)\n",
      "processing (25, 49)\n",
      "processing (25, 50)\n",
      "processing (25, 51)\n",
      "processing (25, 52)\n",
      "processing (25, 53)\n",
      "processing (25, 54)\n",
      "processing (25, 55)\n",
      "processing (25, 56)\n",
      "processing (25, 57)\n",
      "processing (25, 58)\n",
      "processing (25, 59)\n",
      "processing (25, 60)\n",
      "processing (25, 61)\n",
      "processing (25, 62)\n",
      "processing (25, 63)\n",
      "processing (25, 64)\n",
      "processing (25, 65)\n",
      "processing (25, 66)\n",
      "processing (25, 67)\n",
      "processing (25, 68)\n",
      "processing (25, 69)\n",
      "processing (25, 70)\n",
      "processing (25, 71)\n",
      "processing (25, 72)\n",
      "processing (25, 73)\n",
      "processing (25, 74)\n",
      "processing (25, 75)\n",
      "processing (25, 76)\n",
      "processing (25, 77)\n",
      "processing (25, 78)\n",
      "processing (25, 79)\n",
      "processing (25, 80)\n",
      "processing (25, 81)\n",
      "processing (25, 82)\n",
      "processing (25, 83)\n",
      "processing (25, 84)\n",
      "processing (25, 85)\n",
      "processing (25, 86)\n",
      "processing (25, 87)\n",
      "processing (25, 88)\n",
      "processing (25, 89)\n",
      "processing (25, 90)\n",
      "processing (25, 91)\n",
      "processing (25, 92)\n",
      "processing (25, 93)\n",
      "processing (25, 94)\n",
      "processing (25, 95)\n",
      "processing (25, 96)\n",
      "processing (25, 97)\n",
      "processing (25, 98)\n",
      "processing (25, 99)\n",
      "processing (25, 100)\n",
      "processing (26, 0)\n",
      "processing (26, 1)\n",
      "processing (26, 2)\n",
      "processing (26, 3)\n",
      "processing (26, 4)\n",
      "processing (26, 5)\n",
      "processing (26, 6)\n",
      "processing (26, 7)\n",
      "processing (26, 8)\n",
      "processing (26, 9)\n",
      "processing (26, 10)\n",
      "processing (26, 11)\n",
      "processing (26, 12)\n",
      "processing (26, 13)\n",
      "processing (26, 14)\n",
      "processing (26, 15)\n",
      "processing (26, 16)\n",
      "processing (26, 17)\n",
      "processing (26, 18)\n",
      "processing (26, 19)\n",
      "processing (26, 20)\n",
      "processing (26, 21)\n",
      "processing (26, 22)\n",
      "processing (26, 23)\n",
      "processing (26, 24)\n",
      "processing (26, 25)\n",
      "processing (26, 26)\n",
      "processing (26, 27)\n",
      "processing (26, 28)\n",
      "processing (26, 29)\n",
      "processing (26, 30)\n",
      "processing (26, 31)\n",
      "processing (26, 32)\n",
      "processing (26, 33)\n",
      "processing (26, 34)\n",
      "processing (26, 35)\n",
      "processing (26, 36)\n",
      "processing (26, 37)\n",
      "processing (26, 38)\n",
      "processing (26, 39)\n",
      "processing (26, 40)\n",
      "processing (26, 41)\n",
      "processing (26, 42)\n",
      "processing (26, 43)\n",
      "processing (26, 44)\n",
      "processing (26, 45)\n",
      "processing (26, 46)\n",
      "processing (26, 47)\n",
      "processing (26, 48)\n",
      "processing (26, 49)\n",
      "processing (26, 50)\n",
      "processing (26, 51)\n",
      "processing (26, 52)\n",
      "processing (26, 53)\n",
      "processing (26, 54)\n",
      "processing (26, 55)\n",
      "processing (26, 56)\n",
      "processing (26, 57)\n",
      "processing (26, 58)\n",
      "processing (26, 59)\n",
      "processing (26, 60)\n",
      "processing (26, 61)\n",
      "processing (26, 62)\n",
      "processing (26, 63)\n",
      "processing (26, 64)\n",
      "processing (26, 65)\n",
      "processing (26, 66)\n",
      "processing (26, 67)\n",
      "processing (26, 68)\n",
      "processing (26, 69)\n",
      "processing (26, 70)\n",
      "processing (26, 71)\n",
      "processing (26, 72)\n",
      "processing (26, 73)\n",
      "processing (26, 74)\n",
      "processing (26, 75)\n",
      "processing (26, 76)\n",
      "processing (26, 77)\n",
      "processing (26, 78)\n",
      "processing (26, 79)\n",
      "processing (26, 80)\n",
      "processing (26, 81)\n",
      "processing (26, 82)\n",
      "processing (26, 83)\n",
      "processing (26, 84)\n",
      "processing (26, 85)\n",
      "processing (26, 86)\n",
      "processing (26, 87)\n",
      "processing (26, 88)\n",
      "processing (26, 89)\n",
      "processing (26, 90)\n",
      "processing (26, 91)\n",
      "processing (26, 92)\n",
      "processing (26, 93)\n",
      "processing (26, 94)\n",
      "processing (26, 95)\n",
      "processing (26, 96)\n",
      "processing (26, 97)\n",
      "processing (26, 98)\n",
      "processing (26, 99)\n",
      "processing (26, 100)\n",
      "processing (27, 0)\n",
      "processing (27, 1)\n",
      "processing (27, 2)\n",
      "processing (27, 3)\n",
      "processing (27, 4)\n",
      "processing (27, 5)\n",
      "processing (27, 6)\n",
      "processing (27, 7)\n",
      "processing (27, 8)\n",
      "processing (27, 9)\n",
      "processing (27, 10)\n",
      "processing (27, 11)\n",
      "processing (27, 12)\n",
      "processing (27, 13)\n",
      "processing (27, 14)\n",
      "processing (27, 15)\n",
      "processing (27, 16)\n",
      "processing (27, 17)\n",
      "processing (27, 18)\n",
      "processing (27, 19)\n",
      "processing (27, 20)\n",
      "processing (27, 21)\n",
      "processing (27, 22)\n",
      "processing (27, 23)\n",
      "processing (27, 24)\n",
      "processing (27, 25)\n",
      "processing (27, 26)\n",
      "processing (27, 27)\n",
      "processing (27, 28)\n",
      "processing (27, 29)\n",
      "processing (27, 30)\n",
      "processing (27, 31)\n",
      "processing (27, 32)\n",
      "processing (27, 33)\n",
      "processing (27, 34)\n",
      "processing (27, 35)\n",
      "processing (27, 36)\n",
      "processing (27, 37)\n",
      "processing (27, 38)\n",
      "processing (27, 39)\n",
      "processing (27, 40)\n",
      "processing (27, 41)\n",
      "processing (27, 42)\n",
      "processing (27, 43)\n",
      "processing (27, 44)\n",
      "processing (27, 45)\n",
      "processing (27, 46)\n",
      "processing (27, 47)\n",
      "processing (27, 48)\n",
      "processing (27, 49)\n",
      "processing (27, 50)\n",
      "processing (27, 51)\n",
      "processing (27, 52)\n",
      "processing (27, 53)\n",
      "processing (27, 54)\n",
      "processing (27, 55)\n",
      "processing (27, 56)\n",
      "processing (27, 57)\n",
      "processing (27, 58)\n",
      "processing (27, 59)\n",
      "processing (27, 60)\n",
      "processing (27, 61)\n",
      "processing (27, 62)\n",
      "processing (27, 63)\n",
      "processing (27, 64)\n",
      "processing (27, 65)\n",
      "processing (27, 66)\n",
      "processing (27, 67)\n",
      "processing (27, 68)\n",
      "processing (27, 69)\n",
      "processing (27, 70)\n",
      "processing (27, 71)\n",
      "processing (27, 72)\n",
      "processing (27, 73)\n",
      "processing (27, 74)\n",
      "processing (27, 75)\n",
      "processing (27, 76)\n",
      "processing (27, 77)\n",
      "processing (27, 78)\n",
      "processing (27, 79)\n",
      "processing (27, 80)\n",
      "processing (27, 81)\n",
      "processing (27, 82)\n",
      "processing (27, 83)\n",
      "processing (27, 84)\n",
      "processing (27, 85)\n",
      "processing (27, 86)\n",
      "processing (27, 87)\n",
      "processing (27, 88)\n",
      "processing (27, 89)\n",
      "processing (27, 90)\n",
      "processing (27, 91)\n",
      "processing (27, 92)\n",
      "processing (27, 93)\n",
      "processing (27, 94)\n",
      "processing (27, 95)\n",
      "processing (27, 96)\n",
      "processing (27, 97)\n",
      "processing (27, 98)\n",
      "processing (27, 99)\n",
      "processing (27, 100)\n",
      "processing (28, 0)\n",
      "processing (28, 1)\n",
      "processing (28, 2)\n",
      "processing (28, 3)\n",
      "processing (28, 4)\n",
      "processing (28, 5)\n",
      "processing (28, 6)\n",
      "processing (28, 7)\n",
      "processing (28, 8)\n",
      "processing (28, 9)\n",
      "processing (28, 10)\n",
      "processing (28, 11)\n",
      "processing (28, 12)\n",
      "processing (28, 13)\n",
      "processing (28, 14)\n",
      "processing (28, 15)\n",
      "processing (28, 16)\n",
      "processing (28, 17)\n",
      "processing (28, 18)\n",
      "processing (28, 19)\n",
      "processing (28, 20)\n",
      "processing (28, 21)\n",
      "processing (28, 22)\n",
      "processing (28, 23)\n",
      "processing (28, 24)\n",
      "processing (28, 25)\n",
      "processing (28, 26)\n",
      "processing (28, 27)\n",
      "processing (28, 28)\n",
      "processing (28, 29)\n",
      "processing (28, 30)\n",
      "processing (28, 31)\n",
      "processing (28, 32)\n",
      "processing (28, 33)\n",
      "processing (28, 34)\n",
      "processing (28, 35)\n",
      "processing (28, 36)\n",
      "processing (28, 37)\n",
      "processing (28, 38)\n",
      "processing (28, 39)\n",
      "processing (28, 40)\n",
      "processing (28, 41)\n",
      "processing (28, 42)\n",
      "processing (28, 43)\n",
      "processing (28, 44)\n",
      "processing (28, 45)\n",
      "processing (28, 46)\n",
      "processing (28, 47)\n",
      "processing (28, 48)\n",
      "processing (28, 49)\n",
      "processing (28, 50)\n",
      "processing (28, 51)\n",
      "processing (28, 52)\n",
      "processing (28, 53)\n",
      "processing (28, 54)\n",
      "processing (28, 55)\n",
      "processing (28, 56)\n",
      "processing (28, 57)\n",
      "processing (28, 58)\n",
      "processing (28, 59)\n",
      "processing (28, 60)\n",
      "processing (28, 61)\n",
      "processing (28, 62)\n",
      "processing (28, 63)\n",
      "processing (28, 64)\n",
      "processing (28, 65)\n",
      "processing (28, 66)\n",
      "processing (28, 67)\n",
      "processing (28, 68)\n",
      "processing (28, 69)\n",
      "processing (28, 70)\n",
      "processing (28, 71)\n",
      "processing (28, 72)\n",
      "processing (28, 73)\n",
      "processing (28, 74)\n",
      "processing (28, 75)\n",
      "processing (28, 76)\n",
      "processing (28, 77)\n",
      "processing (28, 78)\n",
      "processing (28, 79)\n",
      "processing (28, 80)\n",
      "processing (28, 81)\n",
      "processing (28, 82)\n",
      "processing (28, 83)\n",
      "processing (28, 84)\n",
      "processing (28, 85)\n",
      "processing (28, 86)\n",
      "processing (28, 87)\n",
      "processing (28, 88)\n",
      "processing (28, 89)\n",
      "processing (28, 90)\n",
      "processing (28, 91)\n",
      "processing (28, 92)\n",
      "processing (28, 93)\n",
      "processing (28, 94)\n",
      "processing (28, 95)\n",
      "processing (28, 96)\n",
      "processing (28, 97)\n",
      "processing (28, 98)\n",
      "processing (28, 99)\n",
      "processing (28, 100)\n",
      "processing (29, 0)\n",
      "processing (29, 1)\n",
      "processing (29, 2)\n",
      "processing (29, 3)\n",
      "processing (29, 4)\n",
      "processing (29, 5)\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "processing (29, 6)\n",
      "processing (29, 7)\n",
      "processing (29, 8)\n",
      "processing (29, 9)\n",
      "processing (29, 10)\n",
      "processing (29, 11)\n",
      "processing (29, 12)\n",
      "processing (29, 13)\n",
      "processing (29, 14)\n",
      "processing (29, 15)\n",
      "processing (29, 16)\n",
      "processing (29, 17)\n",
      "processing (29, 18)\n",
      "processing (29, 19)\n",
      "processing (29, 20)\n",
      "processing (29, 21)\n",
      "processing (29, 22)\n",
      "processing (29, 23)\n",
      "processing (29, 24)\n",
      "processing (29, 25)\n",
      "processing (29, 26)\n",
      "processing (29, 27)\n",
      "processing (29, 28)\n",
      "processing (29, 29)\n",
      "processing (29, 30)\n",
      "processing (29, 31)\n",
      "processing (29, 32)\n",
      "processing (29, 33)\n",
      "processing (29, 34)\n",
      "processing (29, 35)\n",
      "processing (29, 36)\n",
      "processing (29, 37)\n",
      "processing (29, 38)\n",
      "processing (29, 39)\n",
      "processing (29, 40)\n",
      "processing (29, 41)\n",
      "processing (29, 42)\n",
      "processing (29, 43)\n",
      "processing (29, 44)\n",
      "processing (29, 45)\n",
      "processing (29, 46)\n",
      "processing (29, 47)\n",
      "processing (29, 48)\n",
      "processing (29, 49)\n",
      "processing (29, 50)\n",
      "processing (29, 51)\n",
      "processing (29, 52)\n",
      "processing (29, 53)\n",
      "processing (29, 54)\n",
      "processing (29, 55)\n",
      "processing (29, 56)\n",
      "processing (29, 57)\n",
      "processing (29, 58)\n",
      "processing (29, 59)\n",
      "processing (29, 60)\n",
      "processing (29, 61)\n",
      "processing (29, 62)\n",
      "processing (29, 63)\n",
      "processing (29, 64)\n",
      "processing (29, 65)\n",
      "processing (29, 66)\n",
      "processing (29, 67)\n",
      "processing (29, 68)\n",
      "processing (29, 69)\n",
      "processing (29, 70)\n",
      "processing (29, 71)\n",
      "processing (29, 72)\n",
      "processing (29, 73)\n",
      "processing (29, 74)\n",
      "processing (29, 75)\n",
      "processing (29, 76)\n",
      "processing (29, 77)\n",
      "processing (29, 78)\n",
      "processing (29, 79)\n",
      "processing (29, 80)\n",
      "processing (29, 81)\n",
      "processing (29, 82)\n",
      "processing (29, 83)\n",
      "processing (29, 84)\n",
      "processing (29, 85)\n",
      "processing (29, 86)\n",
      "processing (29, 87)\n",
      "processing (29, 88)\n",
      "processing (29, 89)\n",
      "processing (29, 90)\n",
      "processing (29, 91)\n",
      "processing (29, 92)\n",
      "processing (29, 93)\n",
      "processing (29, 94)\n",
      "processing (29, 95)\n",
      "processing (29, 96)\n",
      "processing (29, 97)\n",
      "processing (29, 98)\n",
      "processing (29, 99)\n",
      "processing (29, 100)\n",
      "processing (30, 0)\n",
      "processing (30, 1)\n",
      "processing (30, 2)\n",
      "processing (30, 3)\n",
      "processing (30, 4)\n",
      "processing (30, 5)\n",
      "processing (30, 6)\n",
      "processing (30, 7)\n",
      "processing (30, 8)\n",
      "processing (30, 9)\n",
      "processing (30, 10)\n",
      "processing (30, 11)\n",
      "processing (30, 12)\n",
      "processing (30, 13)\n",
      "processing (30, 14)\n",
      "processing (30, 15)\n",
      "processing (30, 16)\n",
      "processing (30, 17)\n",
      "processing (30, 18)\n",
      "processing (30, 19)\n",
      "processing (30, 20)\n",
      "processing (30, 21)\n",
      "processing (30, 22)\n",
      "processing (30, 23)\n",
      "processing (30, 24)\n",
      "processing (30, 25)\n",
      "processing (30, 26)\n",
      "processing (30, 27)\n",
      "processing (30, 28)\n",
      "processing (30, 29)\n",
      "processing (30, 30)\n",
      "processing (30, 31)\n",
      "processing (30, 32)\n",
      "processing (30, 33)\n",
      "processing (30, 34)\n",
      "processing (30, 35)\n",
      "processing (30, 36)\n",
      "processing (30, 37)\n",
      "processing (30, 38)\n",
      "processing (30, 39)\n",
      "processing (30, 40)\n",
      "processing (30, 41)\n",
      "processing (30, 42)\n",
      "processing (30, 43)\n",
      "processing (30, 44)\n",
      "processing (30, 45)\n",
      "processing (30, 46)\n",
      "processing (30, 47)\n",
      "processing (30, 48)\n",
      "processing (30, 49)\n",
      "processing (30, 50)\n",
      "processing (30, 51)\n",
      "processing (30, 52)\n",
      "processing (30, 53)\n",
      "processing (30, 54)\n",
      "processing (30, 55)\n",
      "processing (30, 56)\n",
      "processing (30, 57)\n",
      "processing (30, 58)\n",
      "processing (30, 59)\n",
      "processing (30, 60)\n",
      "processing (30, 61)\n",
      "processing (30, 62)\n",
      "processing (30, 63)\n",
      "processing (30, 64)\n",
      "processing (30, 65)\n",
      "processing (30, 66)\n",
      "processing (30, 67)\n",
      "processing (30, 68)\n",
      "processing (30, 69)\n",
      "processing (30, 70)\n",
      "processing (30, 71)\n",
      "processing (30, 72)\n",
      "processing (30, 73)\n",
      "processing (30, 74)\n",
      "processing (30, 75)\n",
      "processing (30, 76)\n",
      "processing (30, 77)\n",
      "processing (30, 78)\n",
      "processing (30, 79)\n",
      "processing (30, 80)\n",
      "processing (30, 81)\n",
      "processing (30, 82)\n",
      "processing (30, 83)\n",
      "processing (30, 84)\n",
      "processing (30, 85)\n",
      "processing (30, 86)\n",
      "processing (30, 87)\n",
      "processing (30, 88)\n",
      "processing (30, 89)\n",
      "processing (30, 90)\n",
      "processing (30, 91)\n",
      "processing (30, 92)\n",
      "processing (30, 93)\n",
      "processing (30, 94)\n",
      "processing (30, 95)\n",
      "processing (30, 96)\n",
      "processing (30, 97)\n",
      "processing (30, 98)\n",
      "processing (30, 99)\n",
      "processing (30, 100)\n",
      "processing (31, 0)\n",
      "processing (31, 1)\n",
      "processing (31, 2)\n",
      "processing (31, 3)\n",
      "processing (31, 4)\n",
      "processing (31, 5)\n",
      "processing (31, 6)\n",
      "processing (31, 7)\n",
      "processing (31, 8)\n",
      "processing (31, 9)\n",
      "processing (31, 10)\n",
      "processing (31, 11)\n",
      "processing (31, 12)\n",
      "processing (31, 13)\n",
      "processing (31, 14)\n",
      "processing (31, 15)\n",
      "processing (31, 16)\n",
      "processing (31, 17)\n",
      "processing (31, 18)\n",
      "processing (31, 19)\n",
      "processing (31, 20)\n",
      "processing (31, 21)\n",
      "processing (31, 22)\n",
      "processing (31, 23)\n",
      "processing (31, 24)\n",
      "processing (31, 25)\n",
      "processing (31, 26)\n",
      "processing (31, 27)\n",
      "processing (31, 28)\n",
      "processing (31, 29)\n",
      "processing (31, 30)\n",
      "processing (31, 31)\n",
      "processing (31, 32)\n",
      "processing (31, 33)\n",
      "processing (31, 34)\n",
      "processing (31, 35)\n",
      "processing (31, 36)\n",
      "processing (31, 37)\n",
      "processing (31, 38)\n",
      "processing (31, 39)\n",
      "processing (31, 40)\n",
      "processing (31, 41)\n",
      "processing (31, 42)\n",
      "processing (31, 43)\n",
      "processing (31, 44)\n",
      "processing (31, 45)\n",
      "processing (31, 46)\n",
      "processing (31, 47)\n",
      "processing (31, 48)\n",
      "processing (31, 49)\n",
      "processing (31, 50)\n",
      "processing (31, 51)\n",
      "processing (31, 52)\n",
      "processing (31, 53)\n",
      "processing (31, 54)\n",
      "processing (31, 55)\n",
      "processing (31, 56)\n",
      "processing (31, 57)\n",
      "processing (31, 58)\n",
      "processing (31, 59)\n",
      "processing (31, 60)\n",
      "processing (31, 61)\n",
      "processing (31, 62)\n",
      "processing (31, 63)\n",
      "processing (31, 64)\n",
      "processing (31, 65)\n",
      "processing (31, 66)\n",
      "processing (31, 67)\n",
      "processing (31, 68)\n",
      "processing (31, 69)\n",
      "processing (31, 70)\n",
      "processing (31, 71)\n",
      "processing (31, 72)\n",
      "processing (31, 73)\n",
      "processing (31, 74)\n",
      "processing (31, 75)\n",
      "processing (31, 76)\n",
      "processing (31, 77)\n",
      "processing (31, 78)\n",
      "processing (31, 79)\n",
      "processing (31, 80)\n",
      "processing (31, 81)\n",
      "processing (31, 82)\n",
      "processing (31, 83)\n",
      "processing (31, 84)\n",
      "processing (31, 85)\n",
      "processing (31, 86)\n",
      "processing (31, 87)\n",
      "processing (31, 88)\n",
      "processing (31, 89)\n",
      "processing (31, 90)\n",
      "processing (31, 91)\n",
      "processing (31, 92)\n",
      "processing (31, 93)\n",
      "processing (31, 94)\n",
      "processing (31, 95)\n",
      "processing (31, 96)\n",
      "processing (31, 97)\n",
      "processing (31, 98)\n",
      "processing (31, 99)\n",
      "processing (31, 100)\n",
      "processing (32, 0)\n",
      "processing (32, 1)\n",
      "processing (32, 2)\n",
      "processing (32, 3)\n",
      "processing (32, 4)\n",
      "processing (32, 5)\n",
      "processing (32, 6)\n",
      "processing (32, 7)\n",
      "processing (32, 8)\n",
      "processing (32, 9)\n",
      "processing (32, 10)\n",
      "processing (32, 11)\n",
      "processing (32, 12)\n",
      "processing (32, 13)\n",
      "processing (32, 14)\n",
      "processing (32, 15)\n",
      "processing (32, 16)\n",
      "processing (32, 17)\n",
      "processing (32, 18)\n",
      "processing (32, 19)\n",
      "processing (32, 20)\n",
      "processing (32, 21)\n",
      "processing (32, 22)\n",
      "processing (32, 23)\n",
      "processing (32, 24)\n",
      "processing (32, 25)\n",
      "processing (32, 26)\n",
      "processing (32, 27)\n",
      "processing (32, 28)\n",
      "processing (32, 29)\n",
      "processing (32, 30)\n",
      "processing (32, 31)\n",
      "processing (32, 32)\n",
      "processing (32, 33)\n",
      "processing (32, 34)\n",
      "processing (32, 35)\n",
      "processing (32, 36)\n",
      "processing (32, 37)\n",
      "processing (32, 38)\n",
      "processing (32, 39)\n",
      "processing (32, 40)\n",
      "processing (32, 41)\n",
      "processing (32, 42)\n",
      "processing (32, 43)\n",
      "processing (32, 44)\n",
      "processing (32, 45)\n",
      "processing (32, 46)\n",
      "processing (32, 47)\n",
      "processing (32, 48)\n",
      "processing (32, 49)\n",
      "processing (32, 50)\n",
      "processing (32, 51)\n",
      "processing (32, 52)\n",
      "processing (32, 53)\n",
      "processing (32, 54)\n",
      "processing (32, 55)\n",
      "processing (32, 56)\n",
      "processing (32, 57)\n",
      "processing (32, 58)\n",
      "processing (32, 59)\n",
      "processing (32, 60)\n",
      "processing (32, 61)\n",
      "processing (32, 62)\n",
      "processing (32, 63)\n",
      "processing (32, 64)\n",
      "processing (32, 65)\n",
      "processing (32, 66)\n",
      "processing (32, 67)\n",
      "processing (32, 68)\n",
      "processing (32, 69)\n",
      "processing (32, 70)\n",
      "processing (32, 71)\n",
      "processing (32, 72)\n",
      "processing (32, 73)\n",
      "processing (32, 74)\n",
      "processing (32, 75)\n",
      "processing (32, 76)\n",
      "processing (32, 77)\n",
      "processing (32, 78)\n",
      "processing (32, 79)\n",
      "processing (32, 80)\n",
      "processing (32, 81)\n",
      "processing (32, 82)\n",
      "processing (32, 83)\n",
      "processing (32, 84)\n",
      "processing (32, 85)\n",
      "processing (32, 86)\n",
      "processing (32, 87)\n",
      "processing (32, 88)\n",
      "processing (32, 89)\n",
      "processing (32, 90)\n",
      "processing (32, 91)\n",
      "processing (32, 92)\n",
      "processing (32, 93)\n",
      "processing (32, 94)\n",
      "processing (32, 95)\n",
      "processing (32, 96)\n",
      "processing (32, 97)\n",
      "processing (32, 98)\n",
      "processing (32, 99)\n",
      "processing (32, 100)\n",
      "processing (33, 0)\n",
      "processing (33, 1)\n",
      "processing (33, 2)\n",
      "processing (33, 3)\n",
      "processing (33, 4)\n",
      "processing (33, 5)\n",
      "processing (33, 6)\n",
      "processing (33, 7)\n",
      "processing (33, 8)\n",
      "processing (33, 9)\n",
      "processing (33, 10)\n",
      "processing (33, 11)\n",
      "processing (33, 12)\n",
      "processing (33, 13)\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "processing (33, 14)\n",
      "processing (33, 15)\n",
      "processing (33, 16)\n",
      "processing (33, 17)\n",
      "processing (33, 18)\n",
      "processing (33, 19)\n",
      "processing (33, 20)\n",
      "processing (33, 21)\n",
      "processing (33, 22)\n",
      "processing (33, 23)\n",
      "processing (33, 24)\n",
      "processing (33, 25)\n",
      "processing (33, 26)\n",
      "processing (33, 27)\n",
      "processing (33, 28)\n",
      "processing (33, 29)\n",
      "processing (33, 30)\n",
      "processing (33, 31)\n",
      "processing (33, 32)\n",
      "processing (33, 33)\n",
      "processing (33, 34)\n",
      "processing (33, 35)\n",
      "processing (33, 36)\n",
      "processing (33, 37)\n",
      "processing (33, 38)\n",
      "processing (33, 39)\n",
      "processing (33, 40)\n",
      "processing (33, 41)\n",
      "processing (33, 42)\n",
      "processing (33, 43)\n",
      "processing (33, 44)\n",
      "processing (33, 45)\n",
      "processing (33, 46)\n",
      "processing (33, 47)\n",
      "processing (33, 48)\n",
      "processing (33, 49)\n",
      "processing (33, 50)\n",
      "processing (33, 51)\n",
      "processing (33, 52)\n",
      "processing (33, 53)\n",
      "processing (33, 54)\n",
      "processing (33, 55)\n",
      "processing (33, 56)\n",
      "processing (33, 57)\n",
      "processing (33, 58)\n",
      "processing (33, 59)\n",
      "processing (33, 60)\n",
      "processing (33, 61)\n",
      "processing (33, 62)\n",
      "processing (33, 63)\n",
      "processing (33, 64)\n",
      "processing (33, 65)\n",
      "processing (33, 66)\n",
      "processing (33, 67)\n",
      "processing (33, 68)\n",
      "processing (33, 69)\n",
      "processing (33, 70)\n",
      "processing (33, 71)\n",
      "processing (33, 72)\n",
      "processing (33, 73)\n",
      "processing (33, 74)\n",
      "processing (33, 75)\n",
      "processing (33, 76)\n",
      "processing (33, 77)\n",
      "processing (33, 78)\n",
      "processing (33, 79)\n",
      "processing (33, 80)\n",
      "processing (33, 81)\n",
      "processing (33, 82)\n",
      "processing (33, 83)\n",
      "processing (33, 84)\n",
      "processing (33, 85)\n",
      "processing (33, 86)\n",
      "processing (33, 87)\n",
      "processing (33, 88)\n",
      "processing (33, 89)\n",
      "processing (33, 90)\n",
      "processing (33, 91)\n",
      "processing (33, 92)\n",
      "processing (33, 93)\n",
      "processing (33, 94)\n",
      "processing (33, 95)\n",
      "processing (33, 96)\n",
      "processing (33, 97)\n",
      "processing (33, 98)\n",
      "processing (33, 99)\n",
      "processing (33, 100)\n",
      "processing (34, 0)\n",
      "processing (34, 1)\n",
      "processing (34, 2)\n",
      "processing (34, 3)\n",
      "processing (34, 4)\n",
      "processing (34, 5)\n",
      "processing (34, 6)\n",
      "processing (34, 7)\n",
      "processing (34, 8)\n",
      "processing (34, 9)\n",
      "processing (34, 10)\n",
      "processing (34, 11)\n",
      "processing (34, 12)\n",
      "processing (34, 13)\n",
      "processing (34, 14)\n",
      "processing (34, 15)\n",
      "processing (34, 16)\n",
      "processing (34, 17)\n",
      "processing (34, 18)\n",
      "processing (34, 19)\n",
      "processing (34, 20)\n",
      "processing (34, 21)\n",
      "processing (34, 22)\n",
      "processing (34, 23)\n",
      "processing (34, 24)\n",
      "processing (34, 25)\n",
      "processing (34, 26)\n",
      "processing (34, 27)\n",
      "processing (34, 28)\n",
      "processing (34, 29)\n",
      "processing (34, 30)\n",
      "processing (34, 31)\n",
      "processing (34, 32)\n",
      "processing (34, 33)\n",
      "processing (34, 34)\n",
      "processing (34, 35)\n",
      "processing (34, 36)\n",
      "processing (34, 37)\n",
      "processing (34, 38)\n",
      "processing (34, 39)\n",
      "processing (34, 40)\n",
      "processing (34, 41)\n",
      "processing (34, 42)\n",
      "processing (34, 43)\n",
      "processing (34, 44)\n",
      "processing (34, 45)\n",
      "processing (34, 46)\n",
      "processing (34, 47)\n",
      "processing (34, 48)\n",
      "processing (34, 49)\n",
      "processing (34, 50)\n",
      "processing (34, 51)\n",
      "processing (34, 52)\n",
      "processing (34, 53)\n",
      "processing (34, 54)\n",
      "processing (34, 55)\n",
      "processing (34, 56)\n",
      "processing (34, 57)\n",
      "processing (34, 58)\n",
      "processing (34, 59)\n",
      "processing (34, 60)\n",
      "processing (34, 61)\n",
      "processing (34, 62)\n",
      "processing (34, 63)\n",
      "processing (34, 64)\n",
      "processing (34, 65)\n",
      "processing (34, 66)\n",
      "processing (34, 67)\n",
      "processing (34, 68)\n",
      "processing (34, 69)\n",
      "processing (34, 70)\n",
      "processing (34, 71)\n",
      "processing (34, 72)\n",
      "processing (34, 73)\n",
      "processing (34, 74)\n",
      "processing (34, 75)\n",
      "processing (34, 76)\n",
      "processing (34, 77)\n",
      "processing (34, 78)\n",
      "processing (34, 79)\n",
      "processing (34, 80)\n",
      "processing (34, 81)\n",
      "processing (34, 82)\n",
      "processing (34, 83)\n",
      "processing (34, 84)\n",
      "processing (34, 85)\n",
      "processing (34, 86)\n",
      "processing (34, 87)\n",
      "processing (34, 88)\n",
      "processing (34, 89)\n",
      "processing (34, 90)\n",
      "processing (34, 91)\n",
      "processing (34, 92)\n",
      "processing (34, 93)\n",
      "processing (34, 94)\n",
      "processing (34, 95)\n",
      "processing (34, 96)\n",
      "processing (34, 97)\n",
      "processing (34, 98)\n",
      "processing (34, 99)\n",
      "processing (34, 100)\n",
      "processing (35, 0)\n",
      "processing (35, 1)\n",
      "processing (35, 2)\n",
      "processing (35, 3)\n",
      "processing (35, 4)\n",
      "processing (35, 5)\n",
      "processing (35, 6)\n",
      "processing (35, 7)\n",
      "processing (35, 8)\n",
      "processing (35, 9)\n",
      "processing (35, 10)\n",
      "processing (35, 11)\n",
      "processing (35, 12)\n",
      "processing (35, 13)\n",
      "processing (35, 14)\n",
      "processing (35, 15)\n",
      "processing (35, 16)\n",
      "processing (35, 17)\n",
      "processing (35, 18)\n",
      "processing (35, 19)\n",
      "processing (35, 20)\n",
      "processing (35, 21)\n",
      "processing (35, 22)\n",
      "processing (35, 23)\n",
      "processing (35, 24)\n",
      "processing (35, 25)\n",
      "processing (35, 26)\n",
      "processing (35, 27)\n",
      "processing (35, 28)\n",
      "processing (35, 29)\n",
      "processing (35, 30)\n",
      "processing (35, 31)\n",
      "processing (35, 32)\n",
      "processing (35, 33)\n",
      "processing (35, 34)\n",
      "processing (35, 35)\n",
      "processing (35, 36)\n",
      "processing (35, 37)\n",
      "processing (35, 38)\n",
      "processing (35, 39)\n",
      "processing (35, 40)\n",
      "processing (35, 41)\n",
      "processing (35, 42)\n",
      "processing (35, 43)\n",
      "processing (35, 44)\n",
      "processing (35, 45)\n",
      "processing (35, 46)\n",
      "processing (35, 47)\n",
      "processing (35, 48)\n",
      "processing (35, 49)\n",
      "processing (35, 50)\n",
      "processing (35, 51)\n",
      "processing (35, 52)\n",
      "processing (35, 53)\n",
      "processing (35, 54)\n",
      "processing (35, 55)\n",
      "processing (35, 56)\n",
      "processing (35, 57)\n",
      "processing (35, 58)\n",
      "processing (35, 59)\n",
      "processing (35, 60)\n",
      "processing (35, 61)\n",
      "processing (35, 62)\n",
      "processing (35, 63)\n",
      "processing (35, 64)\n",
      "processing (35, 65)\n",
      "processing (35, 66)\n",
      "processing (35, 67)\n",
      "processing (35, 68)\n",
      "processing (35, 69)\n",
      "processing (35, 70)\n",
      "processing (35, 71)\n",
      "processing (35, 72)\n",
      "processing (35, 73)\n",
      "processing (35, 74)\n",
      "processing (35, 75)\n",
      "processing (35, 76)\n",
      "processing (35, 77)\n",
      "processing (35, 78)\n",
      "processing (35, 79)\n",
      "processing (35, 80)\n",
      "processing (35, 81)\n",
      "processing (35, 82)\n",
      "processing (35, 83)\n",
      "processing (35, 84)\n",
      "processing (35, 85)\n",
      "processing (35, 86)\n",
      "processing (35, 87)\n",
      "processing (35, 88)\n",
      "processing (35, 89)\n",
      "processing (35, 90)\n",
      "processing (35, 91)\n",
      "processing (35, 92)\n",
      "processing (35, 93)\n",
      "processing (35, 94)\n",
      "processing (35, 95)\n",
      "processing (35, 96)\n",
      "processing (35, 97)\n",
      "processing (35, 98)\n",
      "processing (35, 99)\n",
      "processing (35, 100)\n",
      "processing (36, 0)\n",
      "processing (36, 1)\n",
      "processing (36, 2)\n",
      "processing (36, 3)\n",
      "processing (36, 4)\n",
      "processing (36, 5)\n",
      "processing (36, 6)\n",
      "processing (36, 7)\n",
      "processing (36, 8)\n",
      "processing (36, 9)\n",
      "processing (36, 10)\n",
      "processing (36, 11)\n",
      "processing (36, 12)\n",
      "processing (36, 13)\n",
      "processing (36, 14)\n",
      "processing (36, 15)\n",
      "processing (36, 16)\n",
      "processing (36, 17)\n",
      "processing (36, 18)\n",
      "processing (36, 19)\n",
      "processing (36, 20)\n",
      "processing (36, 21)\n",
      "processing (36, 22)\n",
      "processing (36, 23)\n",
      "processing (36, 24)\n",
      "processing (36, 25)\n",
      "processing (36, 26)\n",
      "processing (36, 27)\n",
      "processing (36, 28)\n",
      "processing (36, 29)\n",
      "processing (36, 30)\n",
      "processing (36, 31)\n",
      "processing (36, 32)\n",
      "processing (36, 33)\n",
      "processing (36, 34)\n",
      "processing (36, 35)\n",
      "processing (36, 36)\n",
      "processing (36, 37)\n",
      "processing (36, 38)\n",
      "processing (36, 39)\n",
      "processing (36, 40)\n",
      "processing (36, 41)\n",
      "processing (36, 42)\n",
      "processing (36, 43)\n",
      "processing (36, 44)\n",
      "processing (36, 45)\n",
      "processing (36, 46)\n",
      "processing (36, 47)\n",
      "processing (36, 48)\n",
      "processing (36, 49)\n",
      "processing (36, 50)\n",
      "processing (36, 51)\n",
      "processing (36, 52)\n",
      "processing (36, 53)\n",
      "processing (36, 54)\n",
      "processing (36, 55)\n",
      "processing (36, 56)\n",
      "processing (36, 57)\n",
      "processing (36, 58)\n",
      "processing (36, 59)\n",
      "processing (36, 60)\n",
      "processing (36, 61)\n",
      "processing (36, 62)\n",
      "processing (36, 63)\n",
      "processing (36, 64)\n",
      "processing (36, 65)\n",
      "processing (36, 66)\n",
      "processing (36, 67)\n",
      "processing (36, 68)\n",
      "processing (36, 69)\n",
      "processing (36, 70)\n",
      "processing (36, 71)\n",
      "processing (36, 72)\n",
      "processing (36, 73)\n",
      "processing (36, 74)\n",
      "processing (36, 75)\n",
      "processing (36, 76)\n",
      "processing (36, 77)\n",
      "processing (36, 78)\n",
      "processing (36, 79)\n",
      "processing (36, 80)\n",
      "processing (36, 81)\n",
      "processing (36, 82)\n",
      "processing (36, 83)\n",
      "processing (36, 84)\n",
      "processing (36, 85)\n",
      "processing (36, 86)\n",
      "processing (36, 87)\n",
      "processing (36, 88)\n",
      "processing (36, 89)\n",
      "processing (36, 90)\n",
      "processing (36, 91)\n",
      "processing (36, 92)\n",
      "processing (36, 93)\n",
      "processing (36, 94)\n",
      "processing (36, 95)\n",
      "processing (36, 96)\n",
      "processing (36, 97)\n",
      "processing (36, 98)\n",
      "processing (36, 99)\n",
      "processing (36, 100)\n",
      "processing (37, 0)\n",
      "processing (37, 1)\n",
      "processing (37, 2)\n",
      "processing (37, 3)\n",
      "processing (37, 4)\n",
      "processing (37, 5)\n",
      "processing (37, 6)\n",
      "processing (37, 7)\n",
      "processing (37, 8)\n",
      "processing (37, 9)\n",
      "processing (37, 10)\n",
      "processing (37, 11)\n",
      "processing (37, 12)\n",
      "processing (37, 13)\n",
      "processing (37, 14)\n",
      "processing (37, 15)\n",
      "processing (37, 16)\n",
      "processing (37, 17)\n",
      "processing (37, 18)\n",
      "processing (37, 19)\n",
      "processing (37, 20)\n",
      "processing (37, 21)\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "processing (37, 22)\n",
      "processing (37, 23)\n",
      "processing (37, 24)\n",
      "processing (37, 25)\n",
      "processing (37, 26)\n",
      "processing (37, 27)\n",
      "processing (37, 28)\n",
      "processing (37, 29)\n",
      "processing (37, 30)\n",
      "processing (37, 31)\n",
      "processing (37, 32)\n",
      "processing (37, 33)\n",
      "processing (37, 34)\n",
      "processing (37, 35)\n",
      "processing (37, 36)\n",
      "processing (37, 37)\n",
      "processing (37, 38)\n",
      "processing (37, 39)\n",
      "processing (37, 40)\n",
      "processing (37, 41)\n",
      "processing (37, 42)\n",
      "processing (37, 43)\n",
      "processing (37, 44)\n",
      "processing (37, 45)\n",
      "processing (37, 46)\n",
      "processing (37, 47)\n",
      "processing (37, 48)\n",
      "processing (37, 49)\n",
      "processing (37, 50)\n",
      "processing (37, 51)\n",
      "processing (37, 52)\n",
      "processing (37, 53)\n",
      "processing (37, 54)\n",
      "processing (37, 55)\n",
      "processing (37, 56)\n",
      "processing (37, 57)\n",
      "processing (37, 58)\n",
      "processing (37, 59)\n",
      "processing (37, 60)\n",
      "processing (37, 61)\n",
      "processing (37, 62)\n",
      "processing (37, 63)\n",
      "processing (37, 64)\n",
      "processing (37, 65)\n",
      "processing (37, 66)\n",
      "processing (37, 67)\n",
      "processing (37, 68)\n",
      "processing (37, 69)\n",
      "processing (37, 70)\n",
      "processing (37, 71)\n",
      "processing (37, 72)\n",
      "processing (37, 73)\n",
      "processing (37, 74)\n",
      "processing (37, 75)\n",
      "processing (37, 76)\n",
      "processing (37, 77)\n",
      "processing (37, 78)\n",
      "processing (37, 79)\n",
      "processing (37, 80)\n",
      "processing (37, 81)\n",
      "processing (37, 82)\n",
      "processing (37, 83)\n",
      "processing (37, 84)\n",
      "processing (37, 85)\n",
      "processing (37, 86)\n",
      "processing (37, 87)\n",
      "processing (37, 88)\n",
      "processing (37, 89)\n",
      "processing (37, 90)\n",
      "processing (37, 91)\n",
      "processing (37, 92)\n",
      "processing (37, 93)\n",
      "processing (37, 94)\n",
      "processing (37, 95)\n",
      "processing (37, 96)\n",
      "processing (37, 97)\n",
      "processing (37, 98)\n",
      "processing (37, 99)\n",
      "processing (37, 100)\n",
      "processing (38, 0)\n",
      "processing (38, 1)\n",
      "processing (38, 2)\n",
      "processing (38, 3)\n",
      "processing (38, 4)\n",
      "processing (38, 5)\n",
      "processing (38, 6)\n",
      "processing (38, 7)\n",
      "processing (38, 8)\n",
      "processing (38, 9)\n",
      "processing (38, 10)\n",
      "processing (38, 11)\n",
      "processing (38, 12)\n",
      "processing (38, 13)\n",
      "processing (38, 14)\n",
      "processing (38, 15)\n",
      "processing (38, 16)\n",
      "processing (38, 17)\n",
      "processing (38, 18)\n",
      "processing (38, 19)\n",
      "processing (38, 20)\n",
      "processing (38, 21)\n",
      "processing (38, 22)\n",
      "processing (38, 23)\n",
      "processing (38, 24)\n",
      "processing (38, 25)\n",
      "processing (38, 26)\n",
      "processing (38, 27)\n",
      "processing (38, 28)\n",
      "processing (38, 29)\n",
      "processing (38, 30)\n",
      "processing (38, 31)\n",
      "processing (38, 32)\n",
      "processing (38, 33)\n",
      "processing (38, 34)\n",
      "processing (38, 35)\n",
      "processing (38, 36)\n",
      "processing (38, 37)\n",
      "processing (38, 38)\n",
      "processing (38, 39)\n",
      "processing (38, 40)\n",
      "processing (38, 41)\n",
      "processing (38, 42)\n",
      "processing (38, 43)\n",
      "processing (38, 44)\n",
      "processing (38, 45)\n",
      "processing (38, 46)\n",
      "processing (38, 47)\n",
      "processing (38, 48)\n",
      "processing (38, 49)\n",
      "processing (38, 50)\n",
      "processing (38, 51)\n",
      "processing (38, 52)\n",
      "processing (38, 53)\n",
      "processing (38, 54)\n",
      "processing (38, 55)\n",
      "processing (38, 56)\n",
      "processing (38, 57)\n",
      "processing (38, 58)\n",
      "processing (38, 59)\n",
      "processing (38, 60)\n",
      "processing (38, 61)\n",
      "processing (38, 62)\n",
      "processing (38, 63)\n",
      "processing (38, 64)\n",
      "processing (38, 65)\n",
      "processing (38, 66)\n",
      "processing (38, 67)\n",
      "processing (38, 68)\n",
      "processing (38, 69)\n",
      "processing (38, 70)\n",
      "processing (38, 71)\n",
      "processing (38, 72)\n",
      "processing (38, 73)\n",
      "processing (38, 74)\n",
      "processing (38, 75)\n",
      "processing (38, 76)\n",
      "processing (38, 77)\n",
      "processing (38, 78)\n",
      "processing (38, 79)\n",
      "processing (38, 80)\n",
      "processing (38, 81)\n",
      "processing (38, 82)\n",
      "processing (38, 83)\n",
      "processing (38, 84)\n",
      "processing (38, 85)\n",
      "processing (38, 86)\n",
      "processing (38, 87)\n",
      "processing (38, 88)\n",
      "processing (38, 89)\n",
      "processing (38, 90)\n",
      "processing (38, 91)\n",
      "processing (38, 92)\n",
      "processing (38, 93)\n",
      "processing (38, 94)\n",
      "processing (38, 95)\n",
      "processing (38, 96)\n",
      "processing (38, 97)\n",
      "processing (38, 98)\n",
      "processing (38, 99)\n",
      "processing (38, 100)\n",
      "processing (39, 0)\n",
      "processing (39, 1)\n",
      "processing (39, 2)\n",
      "processing (39, 3)\n",
      "processing (39, 4)\n",
      "processing (39, 5)\n",
      "processing (39, 6)\n",
      "processing (39, 7)\n",
      "processing (39, 8)\n",
      "processing (39, 9)\n",
      "processing (39, 10)\n",
      "processing (39, 11)\n",
      "processing (39, 12)\n",
      "processing (39, 13)\n",
      "processing (39, 14)\n",
      "processing (39, 15)\n",
      "processing (39, 16)\n",
      "processing (39, 17)\n",
      "processing (39, 18)\n",
      "processing (39, 19)\n",
      "processing (39, 20)\n",
      "processing (39, 21)\n",
      "processing (39, 22)\n",
      "processing (39, 23)\n",
      "processing (39, 24)\n",
      "processing (39, 25)\n",
      "processing (39, 26)\n",
      "processing (39, 27)\n",
      "processing (39, 28)\n",
      "processing (39, 29)\n",
      "processing (39, 30)\n",
      "processing (39, 31)\n",
      "processing (39, 32)\n",
      "processing (39, 33)\n",
      "processing (39, 34)\n",
      "processing (39, 35)\n",
      "processing (39, 36)\n",
      "processing (39, 37)\n",
      "processing (39, 38)\n",
      "processing (39, 39)\n",
      "processing (39, 40)\n",
      "processing (39, 41)\n",
      "processing (39, 42)\n",
      "processing (39, 43)\n",
      "processing (39, 44)\n",
      "processing (39, 45)\n",
      "processing (39, 46)\n",
      "processing (39, 47)\n",
      "processing (39, 48)\n",
      "processing (39, 49)\n",
      "processing (39, 50)\n",
      "processing (39, 51)\n",
      "processing (39, 52)\n",
      "processing (39, 53)\n",
      "processing (39, 54)\n",
      "processing (39, 55)\n",
      "processing (39, 56)\n",
      "processing (39, 57)\n",
      "processing (39, 58)\n",
      "processing (39, 59)\n",
      "processing (39, 60)\n",
      "processing (39, 61)\n",
      "processing (39, 62)\n",
      "processing (39, 63)\n",
      "processing (39, 64)\n",
      "processing (39, 65)\n",
      "processing (39, 66)\n",
      "processing (39, 67)\n",
      "processing (39, 68)\n",
      "processing (39, 69)\n",
      "processing (39, 70)\n",
      "processing (39, 71)\n",
      "processing (39, 72)\n",
      "processing (39, 73)\n",
      "processing (39, 74)\n",
      "processing (39, 75)\n",
      "processing (39, 76)\n",
      "processing (39, 77)\n",
      "processing (39, 78)\n",
      "processing (39, 79)\n",
      "processing (39, 80)\n",
      "processing (39, 81)\n",
      "processing (39, 82)\n",
      "processing (39, 83)\n",
      "processing (39, 84)\n",
      "processing (39, 85)\n",
      "processing (39, 86)\n",
      "processing (39, 87)\n",
      "processing (39, 88)\n",
      "processing (39, 89)\n",
      "processing (39, 90)\n",
      "processing (39, 91)\n",
      "processing (39, 92)\n",
      "processing (39, 93)\n",
      "processing (39, 94)\n",
      "processing (39, 95)\n",
      "processing (39, 96)\n",
      "processing (39, 97)\n",
      "processing (39, 98)\n",
      "processing (39, 99)\n",
      "processing (39, 100)\n",
      "processing (40, 0)\n",
      "processing (40, 1)\n",
      "processing (40, 2)\n",
      "processing (40, 3)\n",
      "processing (40, 4)\n",
      "processing (40, 5)\n",
      "processing (40, 6)\n",
      "processing (40, 7)\n",
      "processing (40, 8)\n",
      "processing (40, 9)\n",
      "processing (40, 10)\n",
      "processing (40, 11)\n",
      "processing (40, 12)\n",
      "processing (40, 13)\n",
      "processing (40, 14)\n",
      "processing (40, 15)\n",
      "processing (40, 16)\n",
      "processing (40, 17)\n",
      "processing (40, 18)\n",
      "processing (40, 19)\n",
      "processing (40, 20)\n",
      "processing (40, 21)\n",
      "processing (40, 22)\n",
      "processing (40, 23)\n",
      "processing (40, 24)\n",
      "processing (40, 25)\n",
      "processing (40, 26)\n",
      "processing (40, 27)\n",
      "processing (40, 28)\n",
      "processing (40, 29)\n",
      "processing (40, 30)\n",
      "processing (40, 31)\n",
      "processing (40, 32)\n",
      "processing (40, 33)\n",
      "processing (40, 34)\n",
      "processing (40, 35)\n",
      "processing (40, 36)\n",
      "processing (40, 37)\n",
      "processing (40, 38)\n",
      "processing (40, 39)\n",
      "processing (40, 40)\n",
      "processing (40, 41)\n",
      "processing (40, 42)\n",
      "processing (40, 43)\n",
      "processing (40, 44)\n",
      "processing (40, 45)\n",
      "processing (40, 46)\n",
      "processing (40, 47)\n",
      "processing (40, 48)\n",
      "processing (40, 49)\n",
      "processing (40, 50)\n",
      "processing (40, 51)\n",
      "processing (40, 52)\n",
      "processing (40, 53)\n",
      "processing (40, 54)\n",
      "processing (40, 55)\n",
      "processing (40, 56)\n",
      "processing (40, 57)\n",
      "processing (40, 58)\n",
      "processing (40, 59)\n",
      "processing (40, 60)\n",
      "processing (40, 61)\n",
      "processing (40, 62)\n",
      "processing (40, 63)\n",
      "processing (40, 64)\n",
      "processing (40, 65)\n",
      "processing (40, 66)\n",
      "processing (40, 67)\n",
      "processing (40, 68)\n",
      "processing (40, 69)\n",
      "processing (40, 70)\n",
      "processing (40, 71)\n",
      "processing (40, 72)\n",
      "processing (40, 73)\n",
      "processing (40, 74)\n",
      "processing (40, 75)\n",
      "processing (40, 76)\n",
      "processing (40, 77)\n",
      "processing (40, 78)\n",
      "processing (40, 79)\n",
      "processing (40, 80)\n",
      "processing (40, 81)\n",
      "processing (40, 82)\n",
      "processing (40, 83)\n",
      "processing (40, 84)\n",
      "processing (40, 85)\n",
      "processing (40, 86)\n",
      "processing (40, 87)\n",
      "processing (40, 88)\n",
      "processing (40, 89)\n",
      "processing (40, 90)\n",
      "processing (40, 91)\n",
      "processing (40, 92)\n",
      "processing (40, 93)\n",
      "processing (40, 94)\n",
      "processing (40, 95)\n",
      "processing (40, 96)\n",
      "processing (40, 97)\n",
      "processing (40, 98)\n",
      "processing (40, 99)\n",
      "processing (40, 100)\n",
      "processing (41, 0)\n",
      "processing (41, 1)\n",
      "processing (41, 2)\n",
      "processing (41, 3)\n",
      "processing (41, 4)\n",
      "processing (41, 5)\n",
      "processing (41, 6)\n",
      "processing (41, 7)\n",
      "processing (41, 8)\n",
      "processing (41, 9)\n",
      "processing (41, 10)\n",
      "processing (41, 11)\n",
      "processing (41, 12)\n",
      "processing (41, 13)\n",
      "processing (41, 14)\n",
      "processing (41, 15)\n",
      "processing (41, 16)\n",
      "processing (41, 17)\n",
      "processing (41, 18)\n",
      "processing (41, 19)\n",
      "processing (41, 20)\n",
      "processing (41, 21)\n",
      "processing (41, 22)\n",
      "processing (41, 23)\n",
      "processing (41, 24)\n",
      "processing (41, 25)\n",
      "processing (41, 26)\n",
      "processing (41, 27)\n",
      "processing (41, 28)\n",
      "processing (41, 29)\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "processing (41, 30)\n",
      "processing (41, 31)\n",
      "processing (41, 32)\n",
      "processing (41, 33)\n",
      "processing (41, 34)\n",
      "processing (41, 35)\n",
      "processing (41, 36)\n",
      "processing (41, 37)\n",
      "processing (41, 38)\n",
      "processing (41, 39)\n",
      "processing (41, 40)\n",
      "processing (41, 41)\n",
      "processing (41, 42)\n",
      "processing (41, 43)\n",
      "processing (41, 44)\n",
      "processing (41, 45)\n",
      "processing (41, 46)\n",
      "processing (41, 47)\n",
      "processing (41, 48)\n",
      "processing (41, 49)\n",
      "processing (41, 50)\n",
      "processing (41, 51)\n",
      "processing (41, 52)\n",
      "processing (41, 53)\n",
      "processing (41, 54)\n",
      "processing (41, 55)\n",
      "processing (41, 56)\n",
      "processing (41, 57)\n",
      "processing (41, 58)\n",
      "processing (41, 59)\n",
      "processing (41, 60)\n",
      "processing (41, 61)\n",
      "processing (41, 62)\n",
      "processing (41, 63)\n",
      "processing (41, 64)\n",
      "processing (41, 65)\n",
      "processing (41, 66)\n",
      "processing (41, 67)\n",
      "processing (41, 68)\n",
      "processing (41, 69)\n",
      "processing (41, 70)\n",
      "processing (41, 71)\n",
      "processing (41, 72)\n",
      "processing (41, 73)\n",
      "processing (41, 74)\n",
      "processing (41, 75)\n",
      "processing (41, 76)\n",
      "processing (41, 77)\n",
      "processing (41, 78)\n",
      "processing (41, 79)\n",
      "processing (41, 80)\n",
      "processing (41, 81)\n",
      "processing (41, 82)\n",
      "processing (41, 83)\n",
      "processing (41, 84)\n",
      "processing (41, 85)\n",
      "processing (41, 86)\n",
      "processing (41, 87)\n",
      "processing (41, 88)\n",
      "processing (41, 89)\n",
      "processing (41, 90)\n",
      "processing (41, 91)\n",
      "processing (41, 92)\n",
      "processing (41, 93)\n",
      "processing (41, 94)\n",
      "processing (41, 95)\n",
      "processing (41, 96)\n",
      "processing (41, 97)\n",
      "processing (41, 98)\n",
      "processing (41, 99)\n",
      "processing (41, 100)\n",
      "processing (42, 0)\n",
      "processing (42, 1)\n",
      "processing (42, 2)\n",
      "processing (42, 3)\n",
      "processing (42, 4)\n",
      "processing (42, 5)\n",
      "processing (42, 6)\n",
      "processing (42, 7)\n",
      "processing (42, 8)\n",
      "processing (42, 9)\n",
      "processing (42, 10)\n",
      "processing (42, 11)\n",
      "processing (42, 12)\n",
      "processing (42, 13)\n",
      "processing (42, 14)\n",
      "processing (42, 15)\n",
      "processing (42, 16)\n",
      "processing (42, 17)\n",
      "processing (42, 18)\n",
      "processing (42, 19)\n",
      "processing (42, 20)\n",
      "processing (42, 21)\n",
      "processing (42, 22)\n",
      "processing (42, 23)\n",
      "processing (42, 24)\n",
      "processing (42, 25)\n",
      "processing (42, 26)\n",
      "processing (42, 27)\n",
      "processing (42, 28)\n",
      "processing (42, 29)\n",
      "processing (42, 30)\n",
      "processing (42, 31)\n",
      "processing (42, 32)\n",
      "processing (42, 33)\n",
      "processing (42, 34)\n",
      "processing (42, 35)\n",
      "processing (42, 36)\n",
      "processing (42, 37)\n",
      "processing (42, 38)\n",
      "processing (42, 39)\n",
      "processing (42, 40)\n",
      "processing (42, 41)\n",
      "processing (42, 42)\n",
      "processing (42, 43)\n",
      "processing (42, 44)\n",
      "processing (42, 45)\n",
      "processing (42, 46)\n",
      "processing (42, 47)\n",
      "processing (42, 48)\n",
      "processing (42, 49)\n",
      "processing (42, 50)\n",
      "processing (42, 51)\n",
      "processing (42, 52)\n",
      "processing (42, 53)\n",
      "processing (42, 54)\n",
      "processing (42, 55)\n",
      "processing (42, 56)\n",
      "processing (42, 57)\n",
      "processing (42, 58)\n",
      "processing (42, 59)\n",
      "processing (42, 60)\n",
      "processing (42, 61)\n",
      "processing (42, 62)\n",
      "processing (42, 63)\n",
      "processing (42, 64)\n",
      "processing (42, 65)\n",
      "processing (42, 66)\n",
      "processing (42, 67)\n",
      "processing (42, 68)\n",
      "processing (42, 69)\n",
      "processing (42, 70)\n",
      "processing (42, 71)\n",
      "processing (42, 72)\n",
      "processing (42, 73)\n",
      "processing (42, 74)\n",
      "processing (42, 75)\n",
      "processing (42, 76)\n",
      "processing (42, 77)\n",
      "processing (42, 78)\n",
      "processing (42, 79)\n",
      "processing (42, 80)\n",
      "processing (42, 81)\n",
      "processing (42, 82)\n",
      "processing (42, 83)\n",
      "processing (42, 84)\n",
      "processing (42, 85)\n",
      "processing (42, 86)\n",
      "processing (42, 87)\n",
      "processing (42, 88)\n",
      "processing (42, 89)\n",
      "processing (42, 90)\n",
      "processing (42, 91)\n",
      "processing (42, 92)\n",
      "processing (42, 93)\n",
      "processing (42, 94)\n",
      "processing (42, 95)\n",
      "processing (42, 96)\n",
      "processing (42, 97)\n",
      "processing (42, 98)\n",
      "processing (42, 99)\n",
      "processing (42, 100)\n",
      "processing (43, 0)\n",
      "processing (43, 1)\n",
      "processing (43, 2)\n",
      "processing (43, 3)\n",
      "processing (43, 4)\n",
      "processing (43, 5)\n",
      "processing (43, 6)\n",
      "processing (43, 7)\n",
      "processing (43, 8)\n",
      "processing (43, 9)\n",
      "processing (43, 10)\n",
      "processing (43, 11)\n",
      "processing (43, 12)\n",
      "processing (43, 13)\n",
      "processing (43, 14)\n",
      "processing (43, 15)\n",
      "processing (43, 16)\n",
      "processing (43, 17)\n",
      "processing (43, 18)\n",
      "processing (43, 19)\n",
      "processing (43, 20)\n",
      "processing (43, 21)\n",
      "processing (43, 22)\n",
      "processing (43, 23)\n",
      "processing (43, 24)\n",
      "processing (43, 25)\n",
      "processing (43, 26)\n",
      "processing (43, 27)\n",
      "processing (43, 28)\n",
      "processing (43, 29)\n",
      "processing (43, 30)\n",
      "processing (43, 31)\n",
      "processing (43, 32)\n",
      "processing (43, 33)\n",
      "processing (43, 34)\n",
      "processing (43, 35)\n",
      "processing (43, 36)\n",
      "processing (43, 37)\n",
      "processing (43, 38)\n",
      "processing (43, 39)\n",
      "processing (43, 40)\n",
      "processing (43, 41)\n",
      "processing (43, 42)\n",
      "processing (43, 43)\n",
      "processing (43, 44)\n",
      "processing (43, 45)\n",
      "processing (43, 46)\n",
      "processing (43, 47)\n",
      "processing (43, 48)\n",
      "processing (43, 49)\n",
      "processing (43, 50)\n",
      "processing (43, 51)\n",
      "processing (43, 52)\n",
      "processing (43, 53)\n",
      "processing (43, 54)\n",
      "processing (43, 55)\n",
      "processing (43, 56)\n",
      "processing (43, 57)\n",
      "processing (43, 58)\n",
      "processing (43, 59)\n",
      "processing (43, 60)\n",
      "processing (43, 61)\n",
      "processing (43, 62)\n",
      "processing (43, 63)\n",
      "processing (43, 64)\n",
      "processing (43, 65)\n",
      "processing (43, 66)\n",
      "processing (43, 67)\n",
      "processing (43, 68)\n",
      "processing (43, 69)\n",
      "processing (43, 70)\n",
      "processing (43, 71)\n",
      "processing (43, 72)\n",
      "processing (43, 73)\n",
      "processing (43, 74)\n",
      "processing (43, 75)\n",
      "processing (43, 76)\n",
      "processing (43, 77)\n",
      "processing (43, 78)\n",
      "processing (43, 79)\n",
      "processing (43, 80)\n",
      "processing (43, 81)\n",
      "processing (43, 82)\n",
      "processing (43, 83)\n",
      "processing (43, 84)\n",
      "processing (43, 85)\n",
      "processing (43, 86)\n",
      "processing (43, 87)\n",
      "processing (43, 88)\n",
      "processing (43, 89)\n",
      "processing (43, 90)\n",
      "processing (43, 91)\n",
      "processing (43, 92)\n",
      "processing (43, 93)\n",
      "processing (43, 94)\n",
      "processing (43, 95)\n",
      "processing (43, 96)\n",
      "processing (43, 97)\n",
      "processing (43, 98)\n",
      "processing (43, 99)\n",
      "processing (43, 100)\n",
      "processing (44, 0)\n",
      "processing (44, 1)\n",
      "processing (44, 2)\n",
      "processing (44, 3)\n",
      "processing (44, 4)\n",
      "processing (44, 5)\n",
      "processing (44, 6)\n",
      "processing (44, 7)\n",
      "processing (44, 8)\n",
      "processing (44, 9)\n",
      "processing (44, 10)\n",
      "processing (44, 11)\n",
      "processing (44, 12)\n",
      "processing (44, 13)\n",
      "processing (44, 14)\n",
      "processing (44, 15)\n",
      "processing (44, 16)\n",
      "processing (44, 17)\n",
      "processing (44, 18)\n",
      "processing (44, 19)\n",
      "processing (44, 20)\n",
      "processing (44, 21)\n",
      "processing (44, 22)\n",
      "processing (44, 23)\n",
      "processing (44, 24)\n",
      "processing (44, 25)\n",
      "processing (44, 26)\n",
      "processing (44, 27)\n",
      "processing (44, 28)\n",
      "processing (44, 29)\n",
      "processing (44, 30)\n",
      "processing (44, 31)\n",
      "processing (44, 32)\n",
      "processing (44, 33)\n",
      "processing (44, 34)\n",
      "processing (44, 35)\n",
      "processing (44, 36)\n",
      "processing (44, 37)\n",
      "processing (44, 38)\n",
      "processing (44, 39)\n",
      "processing (44, 40)\n",
      "processing (44, 41)\n",
      "processing (44, 42)\n",
      "processing (44, 43)\n",
      "processing (44, 44)\n",
      "processing (44, 45)\n",
      "processing (44, 46)\n",
      "processing (44, 47)\n",
      "processing (44, 48)\n",
      "processing (44, 49)\n",
      "processing (44, 50)\n",
      "processing (44, 51)\n",
      "processing (44, 52)\n",
      "processing (44, 53)\n",
      "processing (44, 54)\n",
      "processing (44, 55)\n",
      "processing (44, 56)\n",
      "processing (44, 57)\n",
      "processing (44, 58)\n",
      "processing (44, 59)\n",
      "processing (44, 60)\n",
      "processing (44, 61)\n",
      "processing (44, 62)\n",
      "processing (44, 63)\n",
      "processing (44, 64)\n",
      "processing (44, 65)\n",
      "processing (44, 66)\n",
      "processing (44, 67)\n",
      "processing (44, 68)\n",
      "processing (44, 69)\n",
      "processing (44, 70)\n",
      "processing (44, 71)\n",
      "processing (44, 72)\n",
      "processing (44, 73)\n",
      "processing (44, 74)\n",
      "processing (44, 75)\n",
      "processing (44, 76)\n",
      "processing (44, 77)\n",
      "processing (44, 78)\n",
      "processing (44, 79)\n",
      "processing (44, 80)\n",
      "processing (44, 81)\n",
      "processing (44, 82)\n",
      "processing (44, 83)\n",
      "processing (44, 84)\n",
      "processing (44, 85)\n",
      "processing (44, 86)\n",
      "processing (44, 87)\n",
      "processing (44, 88)\n",
      "processing (44, 89)\n",
      "processing (44, 90)\n",
      "processing (44, 91)\n",
      "processing (44, 92)\n",
      "processing (44, 93)\n",
      "processing (44, 94)\n",
      "processing (44, 95)\n",
      "processing (44, 96)\n",
      "processing (44, 97)\n",
      "processing (44, 98)\n",
      "processing (44, 99)\n",
      "processing (44, 100)\n",
      "processing (45, 0)\n",
      "processing (45, 1)\n",
      "processing (45, 2)\n",
      "processing (45, 3)\n",
      "processing (45, 4)\n",
      "processing (45, 5)\n",
      "processing (45, 6)\n",
      "processing (45, 7)\n",
      "processing (45, 8)\n",
      "processing (45, 9)\n",
      "processing (45, 10)\n",
      "processing (45, 11)\n",
      "processing (45, 12)\n",
      "processing (45, 13)\n",
      "processing (45, 14)\n",
      "processing (45, 15)\n",
      "processing (45, 16)\n",
      "processing (45, 17)\n",
      "processing (45, 18)\n",
      "processing (45, 19)\n",
      "processing (45, 20)\n",
      "processing (45, 21)\n",
      "processing (45, 22)\n",
      "processing (45, 23)\n",
      "processing (45, 24)\n",
      "processing (45, 25)\n",
      "processing (45, 26)\n",
      "processing (45, 27)\n",
      "processing (45, 28)\n",
      "processing (45, 29)\n",
      "processing (45, 30)\n",
      "processing (45, 31)\n",
      "processing (45, 32)\n",
      "processing (45, 33)\n",
      "processing (45, 34)\n",
      "processing (45, 35)\n",
      "processing (45, 36)\n",
      "processing (45, 37)\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "processing (45, 38)\n",
      "processing (45, 39)\n",
      "processing (45, 40)\n",
      "processing (45, 41)\n",
      "processing (45, 42)\n",
      "processing (45, 43)\n",
      "processing (45, 44)\n",
      "processing (45, 45)\n",
      "processing (45, 46)\n",
      "processing (45, 47)\n",
      "processing (45, 48)\n",
      "processing (45, 49)\n",
      "processing (45, 50)\n",
      "processing (45, 51)\n",
      "processing (45, 52)\n",
      "processing (45, 53)\n",
      "processing (45, 54)\n",
      "processing (45, 55)\n",
      "processing (45, 56)\n",
      "processing (45, 57)\n",
      "processing (45, 58)\n",
      "processing (45, 59)\n",
      "processing (45, 60)\n",
      "processing (45, 61)\n",
      "processing (45, 62)\n",
      "processing (45, 63)\n",
      "processing (45, 64)\n",
      "processing (45, 65)\n",
      "processing (45, 66)\n",
      "processing (45, 67)\n",
      "processing (45, 68)\n",
      "processing (45, 69)\n",
      "processing (45, 70)\n",
      "processing (45, 71)\n",
      "processing (45, 72)\n",
      "processing (45, 73)\n",
      "processing (45, 74)\n",
      "processing (45, 75)\n",
      "processing (45, 76)\n",
      "processing (45, 77)\n",
      "processing (45, 78)\n",
      "processing (45, 79)\n",
      "processing (45, 80)\n",
      "processing (45, 81)\n",
      "processing (45, 82)\n",
      "processing (45, 83)\n",
      "processing (45, 84)\n",
      "processing (45, 85)\n",
      "processing (45, 86)\n",
      "processing (45, 87)\n",
      "processing (45, 88)\n",
      "processing (45, 89)\n",
      "processing (45, 90)\n",
      "processing (45, 91)\n",
      "processing (45, 92)\n",
      "processing (45, 93)\n",
      "processing (45, 94)\n",
      "processing (45, 95)\n",
      "processing (45, 96)\n",
      "processing (45, 97)\n",
      "processing (45, 98)\n",
      "processing (45, 99)\n",
      "processing (45, 100)\n",
      "processing (46, 0)\n",
      "processing (46, 1)\n",
      "processing (46, 2)\n",
      "processing (46, 3)\n",
      "processing (46, 4)\n",
      "processing (46, 5)\n",
      "processing (46, 6)\n",
      "processing (46, 7)\n",
      "processing (46, 8)\n",
      "processing (46, 9)\n",
      "processing (46, 10)\n",
      "processing (46, 11)\n",
      "processing (46, 12)\n",
      "processing (46, 13)\n",
      "processing (46, 14)\n",
      "processing (46, 15)\n",
      "processing (46, 16)\n",
      "processing (46, 17)\n",
      "processing (46, 18)\n",
      "processing (46, 19)\n",
      "processing (46, 20)\n",
      "processing (46, 21)\n",
      "processing (46, 22)\n",
      "processing (46, 23)\n",
      "processing (46, 24)\n",
      "processing (46, 25)\n",
      "processing (46, 26)\n",
      "processing (46, 27)\n",
      "processing (46, 28)\n",
      "processing (46, 29)\n",
      "processing (46, 30)\n",
      "processing (46, 31)\n",
      "processing (46, 32)\n",
      "processing (46, 33)\n",
      "processing (46, 34)\n",
      "processing (46, 35)\n",
      "processing (46, 36)\n",
      "processing (46, 37)\n",
      "processing (46, 38)\n",
      "processing (46, 39)\n",
      "processing (46, 40)\n",
      "processing (46, 41)\n",
      "processing (46, 42)\n",
      "processing (46, 43)\n",
      "processing (46, 44)\n",
      "processing (46, 45)\n",
      "processing (46, 46)\n",
      "processing (46, 47)\n",
      "processing (46, 48)\n",
      "processing (46, 49)\n",
      "processing (46, 50)\n",
      "processing (46, 51)\n",
      "processing (46, 52)\n",
      "processing (46, 53)\n",
      "processing (46, 54)\n",
      "processing (46, 55)\n",
      "processing (46, 56)\n",
      "processing (46, 57)\n",
      "processing (46, 58)\n",
      "processing (46, 59)\n",
      "processing (46, 60)\n",
      "processing (46, 61)\n",
      "processing (46, 62)\n",
      "processing (46, 63)\n",
      "processing (46, 64)\n",
      "processing (46, 65)\n",
      "processing (46, 66)\n",
      "processing (46, 67)\n",
      "processing (46, 68)\n",
      "processing (46, 69)\n",
      "processing (46, 70)\n",
      "processing (46, 71)\n",
      "processing (46, 72)\n",
      "processing (46, 73)\n",
      "processing (46, 74)\n",
      "processing (46, 75)\n",
      "processing (46, 76)\n",
      "processing (46, 77)\n",
      "processing (46, 78)\n",
      "processing (46, 79)\n",
      "processing (46, 80)\n",
      "processing (46, 81)\n",
      "processing (46, 82)\n",
      "processing (46, 83)\n",
      "processing (46, 84)\n",
      "processing (46, 85)\n",
      "processing (46, 86)\n",
      "processing (46, 87)\n",
      "processing (46, 88)\n",
      "processing (46, 89)\n",
      "processing (46, 90)\n",
      "processing (46, 91)\n",
      "processing (46, 92)\n",
      "processing (46, 93)\n",
      "processing (46, 94)\n",
      "processing (46, 95)\n",
      "processing (46, 96)\n",
      "processing (46, 97)\n",
      "processing (46, 98)\n",
      "processing (46, 99)\n",
      "processing (46, 100)\n",
      "processing (47, 0)\n",
      "processing (47, 1)\n",
      "processing (47, 2)\n",
      "processing (47, 3)\n",
      "processing (47, 4)\n",
      "processing (47, 5)\n",
      "processing (47, 6)\n",
      "processing (47, 7)\n",
      "processing (47, 8)\n",
      "processing (47, 9)\n",
      "processing (47, 10)\n",
      "processing (47, 11)\n",
      "processing (47, 12)\n",
      "processing (47, 13)\n",
      "processing (47, 14)\n",
      "processing (47, 15)\n",
      "processing (47, 16)\n",
      "processing (47, 17)\n",
      "processing (47, 18)\n",
      "processing (47, 19)\n",
      "processing (47, 20)\n",
      "processing (47, 21)\n",
      "processing (47, 22)\n",
      "processing (47, 23)\n",
      "processing (47, 24)\n",
      "processing (47, 25)\n",
      "processing (47, 26)\n",
      "processing (47, 27)\n",
      "processing (47, 28)\n",
      "processing (47, 29)\n",
      "processing (47, 30)\n",
      "processing (47, 31)\n",
      "processing (47, 32)\n",
      "processing (47, 33)\n",
      "processing (47, 34)\n",
      "processing (47, 35)\n",
      "processing (47, 36)\n",
      "processing (47, 37)\n",
      "processing (47, 38)\n",
      "processing (47, 39)\n",
      "processing (47, 40)\n",
      "processing (47, 41)\n",
      "processing (47, 42)\n",
      "processing (47, 43)\n",
      "processing (47, 44)\n",
      "processing (47, 45)\n",
      "processing (47, 46)\n",
      "processing (47, 47)\n",
      "processing (47, 48)\n",
      "processing (47, 49)\n",
      "processing (47, 50)\n",
      "processing (47, 51)\n",
      "processing (47, 52)\n",
      "processing (47, 53)\n",
      "processing (47, 54)\n",
      "processing (47, 55)\n",
      "processing (47, 56)\n",
      "processing (47, 57)\n",
      "processing (47, 58)\n",
      "processing (47, 59)\n",
      "processing (47, 60)\n",
      "processing (47, 61)\n",
      "processing (47, 62)\n",
      "processing (47, 63)\n",
      "processing (47, 64)\n",
      "processing (47, 65)\n",
      "processing (47, 66)\n",
      "processing (47, 67)\n",
      "processing (47, 68)\n",
      "processing (47, 69)\n",
      "processing (47, 70)\n",
      "processing (47, 71)\n",
      "processing (47, 72)\n",
      "processing (47, 73)\n",
      "processing (47, 74)\n",
      "processing (47, 75)\n",
      "processing (47, 76)\n",
      "processing (47, 77)\n",
      "processing (47, 78)\n",
      "processing (47, 79)\n",
      "processing (47, 80)\n",
      "processing (47, 81)\n",
      "processing (47, 82)\n",
      "processing (47, 83)\n",
      "processing (47, 84)\n",
      "processing (47, 85)\n",
      "processing (47, 86)\n",
      "processing (47, 87)\n",
      "processing (47, 88)\n",
      "processing (47, 89)\n",
      "processing (47, 90)\n",
      "processing (47, 91)\n",
      "processing (47, 92)\n",
      "processing (47, 93)\n",
      "processing (47, 94)\n",
      "processing (47, 95)\n",
      "processing (47, 96)\n",
      "processing (47, 97)\n",
      "processing (47, 98)\n",
      "processing (47, 99)\n",
      "processing (47, 100)\n",
      "processing (48, 0)\n",
      "processing (48, 1)\n",
      "processing (48, 2)\n",
      "processing (48, 3)\n",
      "processing (48, 4)\n",
      "processing (48, 5)\n",
      "processing (48, 6)\n",
      "processing (48, 7)\n",
      "processing (48, 8)\n",
      "processing (48, 9)\n",
      "processing (48, 10)\n",
      "processing (48, 11)\n",
      "processing (48, 12)\n",
      "processing (48, 13)\n",
      "processing (48, 14)\n",
      "processing (48, 15)\n",
      "processing (48, 16)\n",
      "processing (48, 17)\n",
      "processing (48, 18)\n",
      "processing (48, 19)\n",
      "processing (48, 20)\n",
      "processing (48, 21)\n",
      "processing (48, 22)\n",
      "processing (48, 23)\n",
      "processing (48, 24)\n",
      "processing (48, 25)\n",
      "processing (48, 26)\n",
      "processing (48, 27)\n",
      "processing (48, 28)\n",
      "processing (48, 29)\n",
      "processing (48, 30)\n",
      "processing (48, 31)\n",
      "processing (48, 32)\n",
      "processing (48, 33)\n",
      "processing (48, 34)\n",
      "processing (48, 35)\n",
      "processing (48, 36)\n",
      "processing (48, 37)\n",
      "processing (48, 38)\n",
      "processing (48, 39)\n",
      "processing (48, 40)\n",
      "processing (48, 41)\n",
      "processing (48, 42)\n",
      "processing (48, 43)\n",
      "processing (48, 44)\n",
      "processing (48, 45)\n",
      "processing (48, 46)\n",
      "processing (48, 47)\n",
      "processing (48, 48)\n",
      "processing (48, 49)\n",
      "processing (48, 50)\n",
      "processing (48, 51)\n",
      "processing (48, 52)\n",
      "processing (48, 53)\n",
      "processing (48, 54)\n",
      "processing (48, 55)\n",
      "processing (48, 56)\n",
      "processing (48, 57)\n",
      "processing (48, 58)\n",
      "processing (48, 59)\n",
      "processing (48, 60)\n",
      "processing (48, 61)\n",
      "processing (48, 62)\n",
      "processing (48, 63)\n",
      "processing (48, 64)\n",
      "processing (48, 65)\n",
      "processing (48, 66)\n",
      "processing (48, 67)\n",
      "processing (48, 68)\n",
      "processing (48, 69)\n",
      "processing (48, 70)\n",
      "processing (48, 71)\n",
      "processing (48, 72)\n",
      "processing (48, 73)\n",
      "processing (48, 74)\n",
      "processing (48, 75)\n",
      "processing (48, 76)\n",
      "processing (48, 77)\n",
      "processing (48, 78)\n",
      "processing (48, 79)\n",
      "processing (48, 80)\n",
      "processing (48, 81)\n",
      "processing (48, 82)\n",
      "processing (48, 83)\n",
      "processing (48, 84)\n",
      "processing (48, 85)\n",
      "processing (48, 86)\n",
      "processing (48, 87)\n",
      "processing (48, 88)\n",
      "processing (48, 89)\n",
      "processing (48, 90)\n",
      "processing (48, 91)\n",
      "processing (48, 92)\n",
      "processing (48, 93)\n",
      "processing (48, 94)\n",
      "processing (48, 95)\n",
      "processing (48, 96)\n",
      "processing (48, 97)\n",
      "processing (48, 98)\n",
      "processing (48, 99)\n",
      "processing (48, 100)\n",
      "processing (49, 0)\n",
      "processing (49, 1)\n",
      "processing (49, 2)\n",
      "processing (49, 3)\n",
      "processing (49, 4)\n",
      "processing (49, 5)\n",
      "processing (49, 6)\n",
      "processing (49, 7)\n",
      "processing (49, 8)\n",
      "processing (49, 9)\n",
      "processing (49, 10)\n",
      "processing (49, 11)\n",
      "processing (49, 12)\n",
      "processing (49, 13)\n",
      "processing (49, 14)\n",
      "processing (49, 15)\n",
      "processing (49, 16)\n",
      "processing (49, 17)\n",
      "processing (49, 18)\n",
      "processing (49, 19)\n",
      "processing (49, 20)\n",
      "processing (49, 21)\n",
      "processing (49, 22)\n",
      "processing (49, 23)\n",
      "processing (49, 24)\n",
      "processing (49, 25)\n",
      "processing (49, 26)\n",
      "processing (49, 27)\n",
      "processing (49, 28)\n",
      "processing (49, 29)\n",
      "processing (49, 30)\n",
      "processing (49, 31)\n",
      "processing (49, 32)\n",
      "processing (49, 33)\n",
      "processing (49, 34)\n",
      "processing (49, 35)\n",
      "processing (49, 36)\n",
      "processing (49, 37)\n",
      "processing (49, 38)\n",
      "processing (49, 39)\n",
      "processing (49, 40)\n",
      "processing (49, 41)\n",
      "processing (49, 42)\n",
      "processing (49, 43)\n",
      "processing (49, 44)\n",
      "processing (49, 45)\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "processing (49, 46)\n",
      "processing (49, 47)\n",
      "processing (49, 48)\n",
      "processing (49, 49)\n",
      "processing (49, 50)\n",
      "processing (49, 51)\n",
      "processing (49, 52)\n",
      "processing (49, 53)\n",
      "processing (49, 54)\n",
      "processing (49, 55)\n",
      "processing (49, 56)\n",
      "processing (49, 57)\n",
      "processing (49, 58)\n",
      "processing (49, 59)\n",
      "processing (49, 60)\n",
      "processing (49, 61)\n",
      "processing (49, 62)\n",
      "processing (49, 63)\n",
      "processing (49, 64)\n",
      "processing (49, 65)\n",
      "processing (49, 66)\n",
      "processing (49, 67)\n",
      "processing (49, 68)\n",
      "processing (49, 69)\n",
      "processing (49, 70)\n",
      "processing (49, 71)\n",
      "processing (49, 72)\n",
      "processing (49, 73)\n",
      "processing (49, 74)\n",
      "processing (49, 75)\n",
      "processing (49, 76)\n",
      "processing (49, 77)\n",
      "processing (49, 78)\n",
      "processing (49, 79)\n",
      "processing (49, 80)\n",
      "processing (49, 81)\n",
      "processing (49, 82)\n",
      "processing (49, 83)\n",
      "processing (49, 84)\n",
      "processing (49, 85)\n",
      "processing (49, 86)\n",
      "processing (49, 87)\n",
      "processing (49, 88)\n",
      "processing (49, 89)\n",
      "processing (49, 90)\n",
      "processing (49, 91)\n",
      "processing (49, 92)\n",
      "processing (49, 93)\n",
      "processing (49, 94)\n",
      "processing (49, 95)\n",
      "processing (49, 96)\n",
      "processing (49, 97)\n",
      "processing (49, 98)\n",
      "processing (49, 99)\n",
      "processing (49, 100)\n",
      "processing (50, 0)\n",
      "processing (50, 1)\n",
      "processing (50, 2)\n",
      "processing (50, 3)\n",
      "processing (50, 4)\n",
      "processing (50, 5)\n",
      "processing (50, 6)\n",
      "processing (50, 7)\n",
      "processing (50, 8)\n",
      "processing (50, 9)\n",
      "processing (50, 10)\n",
      "processing (50, 11)\n",
      "processing (50, 12)\n",
      "processing (50, 13)\n",
      "processing (50, 14)\n",
      "processing (50, 15)\n",
      "processing (50, 16)\n",
      "processing (50, 17)\n",
      "processing (50, 18)\n",
      "processing (50, 19)\n",
      "processing (50, 20)\n",
      "processing (50, 21)\n",
      "processing (50, 22)\n",
      "processing (50, 23)\n",
      "processing (50, 24)\n",
      "processing (50, 25)\n",
      "processing (50, 26)\n",
      "processing (50, 27)\n",
      "processing (50, 28)\n",
      "processing (50, 29)\n",
      "processing (50, 30)\n",
      "processing (50, 31)\n",
      "processing (50, 32)\n",
      "processing (50, 33)\n",
      "processing (50, 34)\n",
      "processing (50, 35)\n",
      "processing (50, 36)\n",
      "processing (50, 37)\n",
      "processing (50, 38)\n",
      "processing (50, 39)\n",
      "processing (50, 40)\n",
      "processing (50, 41)\n",
      "processing (50, 42)\n",
      "processing (50, 43)\n",
      "processing (50, 44)\n",
      "processing (50, 45)\n",
      "processing (50, 46)\n",
      "processing (50, 47)\n",
      "processing (50, 48)\n",
      "processing (50, 49)\n",
      "processing (50, 50)\n",
      "processing (50, 51)\n",
      "processing (50, 52)\n",
      "processing (50, 53)\n",
      "processing (50, 54)\n",
      "processing (50, 55)\n",
      "processing (50, 56)\n",
      "processing (50, 57)\n",
      "processing (50, 58)\n",
      "processing (50, 59)\n",
      "processing (50, 60)\n",
      "processing (50, 61)\n",
      "processing (50, 62)\n",
      "processing (50, 63)\n",
      "processing (50, 64)\n",
      "processing (50, 65)\n",
      "processing (50, 66)\n",
      "processing (50, 67)\n",
      "processing (50, 68)\n",
      "processing (50, 69)\n",
      "processing (50, 70)\n",
      "processing (50, 71)\n",
      "processing (50, 72)\n",
      "processing (50, 73)\n",
      "processing (50, 74)\n",
      "processing (50, 75)\n",
      "processing (50, 76)\n",
      "processing (50, 77)\n",
      "processing (50, 78)\n",
      "processing (50, 79)\n",
      "processing (50, 80)\n",
      "processing (50, 81)\n",
      "processing (50, 82)\n",
      "processing (50, 83)\n",
      "processing (50, 84)\n",
      "processing (50, 85)\n",
      "processing (50, 86)\n",
      "processing (50, 87)\n",
      "processing (50, 88)\n",
      "processing (50, 89)\n",
      "processing (50, 90)\n",
      "processing (50, 91)\n",
      "processing (50, 92)\n",
      "processing (50, 93)\n",
      "processing (50, 94)\n",
      "processing (50, 95)\n",
      "processing (50, 96)\n",
      "processing (50, 97)\n",
      "processing (50, 98)\n",
      "processing (50, 99)\n",
      "processing (50, 100)\n",
      "processing (51, 0)\n",
      "processing (51, 1)\n",
      "processing (51, 2)\n",
      "processing (51, 3)\n",
      "processing (51, 4)\n",
      "processing (51, 5)\n",
      "processing (51, 6)\n",
      "processing (51, 7)\n",
      "processing (51, 8)\n",
      "processing (51, 9)\n",
      "processing (51, 10)\n",
      "processing (51, 11)\n",
      "processing (51, 12)\n",
      "processing (51, 13)\n",
      "processing (51, 14)\n",
      "processing (51, 15)\n",
      "processing (51, 16)\n",
      "processing (51, 17)\n",
      "processing (51, 18)\n",
      "processing (51, 19)\n",
      "processing (51, 20)\n",
      "processing (51, 21)\n",
      "processing (51, 22)\n",
      "processing (51, 23)\n",
      "processing (51, 24)\n",
      "processing (51, 25)\n",
      "processing (51, 26)\n",
      "processing (51, 27)\n",
      "processing (51, 28)\n",
      "processing (51, 29)\n",
      "processing (51, 30)\n",
      "processing (51, 31)\n",
      "processing (51, 32)\n",
      "processing (51, 33)\n",
      "processing (51, 34)\n",
      "processing (51, 35)\n",
      "processing (51, 36)\n",
      "processing (51, 37)\n",
      "processing (51, 38)\n",
      "processing (51, 39)\n",
      "processing (51, 40)\n",
      "processing (51, 41)\n",
      "processing (51, 42)\n",
      "processing (51, 43)\n",
      "processing (51, 44)\n",
      "processing (51, 45)\n",
      "processing (51, 46)\n",
      "processing (51, 47)\n",
      "processing (51, 48)\n",
      "processing (51, 49)\n",
      "processing (51, 50)\n",
      "processing (51, 51)\n",
      "processing (51, 52)\n",
      "processing (51, 53)\n",
      "processing (51, 54)\n",
      "processing (51, 55)\n",
      "processing (51, 56)\n",
      "processing (51, 57)\n",
      "processing (51, 58)\n",
      "processing (51, 59)\n",
      "processing (51, 60)\n",
      "processing (51, 61)\n",
      "processing (51, 62)\n",
      "processing (51, 63)\n",
      "processing (51, 64)\n",
      "processing (51, 65)\n",
      "processing (51, 66)\n",
      "processing (51, 67)\n",
      "processing (51, 68)\n",
      "processing (51, 69)\n",
      "processing (51, 70)\n",
      "processing (51, 71)\n",
      "processing (51, 72)\n",
      "processing (51, 73)\n",
      "processing (51, 74)\n",
      "processing (51, 75)\n",
      "processing (51, 76)\n",
      "processing (51, 77)\n",
      "processing (51, 78)\n",
      "processing (51, 79)\n",
      "processing (51, 80)\n",
      "processing (51, 81)\n",
      "processing (51, 82)\n",
      "processing (51, 83)\n",
      "processing (51, 84)\n",
      "processing (51, 85)\n",
      "processing (51, 86)\n",
      "processing (51, 87)\n",
      "processing (51, 88)\n",
      "processing (51, 89)\n",
      "processing (51, 90)\n",
      "processing (51, 91)\n",
      "processing (51, 92)\n",
      "processing (51, 93)\n",
      "processing (51, 94)\n",
      "processing (51, 95)\n",
      "processing (51, 96)\n",
      "processing (51, 97)\n",
      "processing (51, 98)\n",
      "processing (51, 99)\n",
      "processing (51, 100)\n",
      "processing (52, 0)\n",
      "processing (52, 1)\n",
      "processing (52, 2)\n",
      "processing (52, 3)\n",
      "processing (52, 4)\n",
      "processing (52, 5)\n",
      "processing (52, 6)\n",
      "processing (52, 7)\n",
      "processing (52, 8)\n",
      "processing (52, 9)\n",
      "processing (52, 10)\n",
      "processing (52, 11)\n",
      "processing (52, 12)\n",
      "processing (52, 13)\n",
      "processing (52, 14)\n",
      "processing (52, 15)\n",
      "processing (52, 16)\n",
      "processing (52, 17)\n",
      "processing (52, 18)\n",
      "processing (52, 19)\n",
      "processing (52, 20)\n",
      "processing (52, 21)\n",
      "processing (52, 22)\n",
      "processing (52, 23)\n",
      "processing (52, 24)\n",
      "processing (52, 25)\n",
      "processing (52, 26)\n",
      "processing (52, 27)\n",
      "processing (52, 28)\n",
      "processing (52, 29)\n",
      "processing (52, 30)\n",
      "processing (52, 31)\n",
      "processing (52, 32)\n",
      "processing (52, 33)\n",
      "processing (52, 34)\n",
      "processing (52, 35)\n",
      "processing (52, 36)\n",
      "processing (52, 37)\n",
      "processing (52, 38)\n",
      "processing (52, 39)\n",
      "processing (52, 40)\n",
      "processing (52, 41)\n",
      "processing (52, 42)\n",
      "processing (52, 43)\n",
      "processing (52, 44)\n",
      "processing (52, 45)\n",
      "processing (52, 46)\n",
      "processing (52, 47)\n",
      "processing (52, 48)\n",
      "processing (52, 49)\n",
      "processing (52, 50)\n",
      "processing (52, 51)\n",
      "processing (52, 52)\n",
      "processing (52, 53)\n",
      "processing (52, 54)\n",
      "processing (52, 55)\n",
      "processing (52, 56)\n",
      "processing (52, 57)\n",
      "processing (52, 58)\n",
      "processing (52, 59)\n",
      "processing (52, 60)\n",
      "processing (52, 61)\n",
      "processing (52, 62)\n",
      "processing (52, 63)\n",
      "processing (52, 64)\n",
      "processing (52, 65)\n",
      "processing (52, 66)\n",
      "processing (52, 67)\n",
      "processing (52, 68)\n",
      "processing (52, 69)\n",
      "processing (52, 70)\n",
      "processing (52, 71)\n",
      "processing (52, 72)\n",
      "processing (52, 73)\n",
      "processing (52, 74)\n",
      "processing (52, 75)\n",
      "processing (52, 76)\n",
      "processing (52, 77)\n",
      "processing (52, 78)\n",
      "processing (52, 79)\n",
      "processing (52, 80)\n",
      "processing (52, 81)\n",
      "processing (52, 82)\n",
      "processing (52, 83)\n",
      "processing (52, 84)\n",
      "processing (52, 85)\n",
      "processing (52, 86)\n",
      "processing (52, 87)\n",
      "processing (52, 88)\n",
      "processing (52, 89)\n",
      "processing (52, 90)\n",
      "processing (52, 91)\n",
      "processing (52, 92)\n",
      "processing (52, 93)\n",
      "processing (52, 94)\n",
      "processing (52, 95)\n",
      "processing (52, 96)\n",
      "processing (52, 97)\n",
      "processing (52, 98)\n",
      "processing (52, 99)\n",
      "processing (52, 100)\n",
      "processing (53, 0)\n",
      "processing (53, 1)\n",
      "processing (53, 2)\n",
      "processing (53, 3)\n",
      "processing (53, 4)\n",
      "processing (53, 5)\n",
      "processing (53, 6)\n",
      "processing (53, 7)\n",
      "processing (53, 8)\n",
      "processing (53, 9)\n",
      "processing (53, 10)\n",
      "processing (53, 11)\n",
      "processing (53, 12)\n",
      "processing (53, 13)\n",
      "processing (53, 14)\n",
      "processing (53, 15)\n",
      "processing (53, 16)\n",
      "processing (53, 17)\n",
      "processing (53, 18)\n",
      "processing (53, 19)\n",
      "processing (53, 20)\n",
      "processing (53, 21)\n",
      "processing (53, 22)\n",
      "processing (53, 23)\n",
      "processing (53, 24)\n",
      "processing (53, 25)\n",
      "processing (53, 26)\n",
      "processing (53, 27)\n",
      "processing (53, 28)\n",
      "processing (53, 29)\n",
      "processing (53, 30)\n",
      "processing (53, 31)\n",
      "processing (53, 32)\n",
      "processing (53, 33)\n",
      "processing (53, 34)\n",
      "processing (53, 35)\n",
      "processing (53, 36)\n",
      "processing (53, 37)\n",
      "processing (53, 38)\n",
      "processing (53, 39)\n",
      "processing (53, 40)\n",
      "processing (53, 41)\n",
      "processing (53, 42)\n",
      "processing (53, 43)\n",
      "processing (53, 44)\n",
      "processing (53, 45)\n",
      "processing (53, 46)\n",
      "processing (53, 47)\n",
      "processing (53, 48)\n",
      "processing (53, 49)\n",
      "processing (53, 50)\n",
      "processing (53, 51)\n",
      "processing (53, 52)\n",
      "processing (53, 53)\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "processing (53, 54)\n",
      "processing (53, 55)\n",
      "processing (53, 56)\n",
      "processing (53, 57)\n",
      "processing (53, 58)\n",
      "processing (53, 59)\n",
      "processing (53, 60)\n",
      "processing (53, 61)\n",
      "processing (53, 62)\n",
      "processing (53, 63)\n",
      "processing (53, 64)\n",
      "processing (53, 65)\n",
      "processing (53, 66)\n",
      "processing (53, 67)\n",
      "processing (53, 68)\n",
      "processing (53, 69)\n",
      "processing (53, 70)\n",
      "processing (53, 71)\n",
      "processing (53, 72)\n",
      "processing (53, 73)\n",
      "processing (53, 74)\n",
      "processing (53, 75)\n",
      "processing (53, 76)\n",
      "processing (53, 77)\n",
      "processing (53, 78)\n",
      "processing (53, 79)\n",
      "processing (53, 80)\n",
      "processing (53, 81)\n",
      "processing (53, 82)\n",
      "processing (53, 83)\n",
      "processing (53, 84)\n",
      "processing (53, 85)\n",
      "processing (53, 86)\n",
      "processing (53, 87)\n",
      "processing (53, 88)\n",
      "processing (53, 89)\n",
      "processing (53, 90)\n",
      "processing (53, 91)\n",
      "processing (53, 92)\n",
      "processing (53, 93)\n",
      "processing (53, 94)\n",
      "processing (53, 95)\n",
      "processing (53, 96)\n",
      "processing (53, 97)\n",
      "processing (53, 98)\n",
      "processing (53, 99)\n",
      "processing (53, 100)\n",
      "processing (54, 0)\n",
      "processing (54, 1)\n",
      "processing (54, 2)\n",
      "processing (54, 3)\n",
      "processing (54, 4)\n",
      "processing (54, 5)\n",
      "processing (54, 6)\n",
      "processing (54, 7)\n",
      "processing (54, 8)\n",
      "processing (54, 9)\n",
      "processing (54, 10)\n",
      "processing (54, 11)\n",
      "processing (54, 12)\n",
      "processing (54, 13)\n",
      "processing (54, 14)\n",
      "processing (54, 15)\n",
      "processing (54, 16)\n",
      "processing (54, 17)\n",
      "processing (54, 18)\n",
      "processing (54, 19)\n",
      "processing (54, 20)\n",
      "processing (54, 21)\n",
      "processing (54, 22)\n",
      "processing (54, 23)\n",
      "processing (54, 24)\n",
      "processing (54, 25)\n",
      "processing (54, 26)\n",
      "processing (54, 27)\n",
      "processing (54, 28)\n",
      "processing (54, 29)\n",
      "processing (54, 30)\n",
      "processing (54, 31)\n",
      "processing (54, 32)\n",
      "processing (54, 33)\n",
      "processing (54, 34)\n",
      "processing (54, 35)\n",
      "processing (54, 36)\n",
      "processing (54, 37)\n",
      "processing (54, 38)\n",
      "processing (54, 39)\n",
      "processing (54, 40)\n",
      "processing (54, 41)\n",
      "processing (54, 42)\n",
      "processing (54, 43)\n",
      "processing (54, 44)\n",
      "processing (54, 45)\n",
      "processing (54, 46)\n",
      "processing (54, 47)\n",
      "processing (54, 48)\n",
      "processing (54, 49)\n",
      "processing (54, 50)\n",
      "processing (54, 51)\n",
      "processing (54, 52)\n",
      "processing (54, 53)\n",
      "processing (54, 54)\n",
      "processing (54, 55)\n",
      "processing (54, 56)\n",
      "processing (54, 57)\n",
      "processing (54, 58)\n",
      "processing (54, 59)\n",
      "processing (54, 60)\n",
      "processing (54, 61)\n",
      "processing (54, 62)\n",
      "processing (54, 63)\n",
      "processing (54, 64)\n",
      "processing (54, 65)\n",
      "processing (54, 66)\n",
      "processing (54, 67)\n",
      "processing (54, 68)\n",
      "processing (54, 69)\n",
      "processing (54, 70)\n",
      "processing (54, 71)\n",
      "processing (54, 72)\n",
      "processing (54, 73)\n",
      "processing (54, 74)\n",
      "processing (54, 75)\n",
      "processing (54, 76)\n",
      "processing (54, 77)\n",
      "processing (54, 78)\n",
      "processing (54, 79)\n",
      "processing (54, 80)\n",
      "processing (54, 81)\n",
      "processing (54, 82)\n",
      "processing (54, 83)\n",
      "processing (54, 84)\n",
      "processing (54, 85)\n",
      "processing (54, 86)\n",
      "processing (54, 87)\n",
      "processing (54, 88)\n",
      "processing (54, 89)\n",
      "processing (54, 90)\n",
      "processing (54, 91)\n",
      "processing (54, 92)\n",
      "processing (54, 93)\n",
      "processing (54, 94)\n",
      "processing (54, 95)\n",
      "processing (54, 96)\n",
      "processing (54, 97)\n",
      "processing (54, 98)\n",
      "processing (54, 99)\n",
      "processing (54, 100)\n",
      "processing (55, 0)\n",
      "processing (55, 1)\n",
      "processing (55, 2)\n",
      "processing (55, 3)\n",
      "processing (55, 4)\n",
      "processing (55, 5)\n",
      "processing (55, 6)\n",
      "processing (55, 7)\n",
      "processing (55, 8)\n",
      "processing (55, 9)\n",
      "processing (55, 10)\n",
      "processing (55, 11)\n",
      "processing (55, 12)\n",
      "processing (55, 13)\n",
      "processing (55, 14)\n",
      "processing (55, 15)\n",
      "processing (55, 16)\n",
      "processing (55, 17)\n",
      "processing (55, 18)\n",
      "processing (55, 19)\n",
      "processing (55, 20)\n",
      "processing (55, 21)\n",
      "processing (55, 22)\n",
      "processing (55, 23)\n",
      "processing (55, 24)\n",
      "processing (55, 25)\n",
      "processing (55, 26)\n",
      "processing (55, 27)\n",
      "processing (55, 28)\n",
      "processing (55, 29)\n",
      "processing (55, 30)\n",
      "processing (55, 31)\n",
      "processing (55, 32)\n",
      "processing (55, 33)\n",
      "processing (55, 34)\n",
      "processing (55, 35)\n",
      "processing (55, 36)\n",
      "processing (55, 37)\n",
      "processing (55, 38)\n",
      "processing (55, 39)\n",
      "processing (55, 40)\n",
      "processing (55, 41)\n",
      "processing (55, 42)\n",
      "processing (55, 43)\n",
      "processing (55, 44)\n",
      "processing (55, 45)\n",
      "processing (55, 46)\n",
      "processing (55, 47)\n",
      "processing (55, 48)\n",
      "processing (55, 49)\n",
      "processing (55, 50)\n",
      "processing (55, 51)\n",
      "processing (55, 52)\n",
      "processing (55, 53)\n",
      "processing (55, 54)\n",
      "processing (55, 55)\n",
      "processing (55, 56)\n",
      "processing (55, 57)\n",
      "processing (55, 58)\n",
      "processing (55, 59)\n",
      "processing (55, 60)\n",
      "processing (55, 61)\n",
      "processing (55, 62)\n",
      "processing (55, 63)\n",
      "processing (55, 64)\n",
      "processing (55, 65)\n",
      "processing (55, 66)\n",
      "processing (55, 67)\n",
      "processing (55, 68)\n",
      "processing (55, 69)\n",
      "processing (55, 70)\n",
      "processing (55, 71)\n",
      "processing (55, 72)\n",
      "processing (55, 73)\n",
      "processing (55, 74)\n",
      "processing (55, 75)\n",
      "processing (55, 76)\n",
      "processing (55, 77)\n",
      "processing (55, 78)\n",
      "processing (55, 79)\n",
      "processing (55, 80)\n",
      "processing (55, 81)\n",
      "processing (55, 82)\n",
      "processing (55, 83)\n",
      "processing (55, 84)\n",
      "processing (55, 85)\n",
      "processing (55, 86)\n",
      "processing (55, 87)\n",
      "processing (55, 88)\n",
      "processing (55, 89)\n",
      "processing (55, 90)\n",
      "processing (55, 91)\n",
      "processing (55, 92)\n",
      "processing (55, 93)\n",
      "processing (55, 94)\n",
      "processing (55, 95)\n",
      "processing (55, 96)\n",
      "processing (55, 97)\n",
      "processing (55, 98)\n",
      "processing (55, 99)\n",
      "processing (55, 100)\n",
      "processing (56, 0)\n",
      "processing (56, 1)\n",
      "processing (56, 2)\n",
      "processing (56, 3)\n",
      "processing (56, 4)\n",
      "processing (56, 5)\n",
      "processing (56, 6)\n",
      "processing (56, 7)\n",
      "processing (56, 8)\n",
      "processing (56, 9)\n",
      "processing (56, 10)\n",
      "processing (56, 11)\n",
      "processing (56, 12)\n",
      "processing (56, 13)\n",
      "processing (56, 14)\n",
      "processing (56, 15)\n",
      "processing (56, 16)\n",
      "processing (56, 17)\n",
      "processing (56, 18)\n",
      "processing (56, 19)\n",
      "processing (56, 20)\n",
      "processing (56, 21)\n",
      "processing (56, 22)\n",
      "processing (56, 23)\n",
      "processing (56, 24)\n",
      "processing (56, 25)\n",
      "processing (56, 26)\n",
      "processing (56, 27)\n",
      "processing (56, 28)\n",
      "processing (56, 29)\n",
      "processing (56, 30)\n",
      "processing (56, 31)\n",
      "processing (56, 32)\n",
      "processing (56, 33)\n",
      "processing (56, 34)\n",
      "processing (56, 35)\n",
      "processing (56, 36)\n",
      "processing (56, 37)\n",
      "processing (56, 38)\n",
      "processing (56, 39)\n",
      "processing (56, 40)\n",
      "processing (56, 41)\n",
      "processing (56, 42)\n",
      "processing (56, 43)\n",
      "processing (56, 44)\n",
      "processing (56, 45)\n",
      "processing (56, 46)\n",
      "processing (56, 47)\n",
      "processing (56, 48)\n",
      "processing (56, 49)\n",
      "processing (56, 50)\n",
      "processing (56, 51)\n",
      "processing (56, 52)\n",
      "processing (56, 53)\n",
      "processing (56, 54)\n",
      "processing (56, 55)\n",
      "processing (56, 56)\n",
      "processing (56, 57)\n",
      "processing (56, 58)\n",
      "processing (56, 59)\n",
      "processing (56, 60)\n",
      "processing (56, 61)\n",
      "processing (56, 62)\n",
      "processing (56, 63)\n",
      "processing (56, 64)\n",
      "processing (56, 65)\n",
      "processing (56, 66)\n",
      "processing (56, 67)\n",
      "processing (56, 68)\n",
      "processing (56, 69)\n",
      "processing (56, 70)\n",
      "processing (56, 71)\n",
      "processing (56, 72)\n",
      "processing (56, 73)\n",
      "processing (56, 74)\n",
      "processing (56, 75)\n",
      "processing (56, 76)\n",
      "processing (56, 77)\n",
      "processing (56, 78)\n",
      "processing (56, 79)\n",
      "processing (56, 80)\n",
      "processing (56, 81)\n",
      "processing (56, 82)\n",
      "processing (56, 83)\n",
      "processing (56, 84)\n",
      "processing (56, 85)\n",
      "processing (56, 86)\n",
      "processing (56, 87)\n",
      "processing (56, 88)\n",
      "processing (56, 89)\n",
      "processing (56, 90)\n",
      "processing (56, 91)\n",
      "processing (56, 92)\n",
      "processing (56, 93)\n",
      "processing (56, 94)\n",
      "processing (56, 95)\n",
      "processing (56, 96)\n",
      "processing (56, 97)\n",
      "processing (56, 98)\n",
      "processing (56, 99)\n",
      "processing (56, 100)\n",
      "processing (57, 0)\n",
      "processing (57, 1)\n",
      "processing (57, 2)\n",
      "processing (57, 3)\n",
      "processing (57, 4)\n",
      "processing (57, 5)\n",
      "processing (57, 6)\n",
      "processing (57, 7)\n",
      "processing (57, 8)\n",
      "processing (57, 9)\n",
      "processing (57, 10)\n",
      "processing (57, 11)\n",
      "processing (57, 12)\n",
      "processing (57, 13)\n",
      "processing (57, 14)\n",
      "processing (57, 15)\n",
      "processing (57, 16)\n",
      "processing (57, 17)\n",
      "processing (57, 18)\n",
      "processing (57, 19)\n",
      "processing (57, 20)\n",
      "processing (57, 21)\n",
      "processing (57, 22)\n",
      "processing (57, 23)\n",
      "processing (57, 24)\n",
      "processing (57, 25)\n",
      "processing (57, 26)\n",
      "processing (57, 27)\n",
      "processing (57, 28)\n",
      "processing (57, 29)\n",
      "processing (57, 30)\n",
      "processing (57, 31)\n",
      "processing (57, 32)\n",
      "processing (57, 33)\n",
      "processing (57, 34)\n",
      "processing (57, 35)\n",
      "processing (57, 36)\n",
      "processing (57, 37)\n",
      "processing (57, 38)\n",
      "processing (57, 39)\n",
      "processing (57, 40)\n",
      "processing (57, 41)\n",
      "processing (57, 42)\n",
      "processing (57, 43)\n",
      "processing (57, 44)\n",
      "processing (57, 45)\n",
      "processing (57, 46)\n",
      "processing (57, 47)\n",
      "processing (57, 48)\n",
      "processing (57, 49)\n",
      "processing (57, 50)\n",
      "processing (57, 51)\n",
      "processing (57, 52)\n",
      "processing (57, 53)\n",
      "processing (57, 54)\n",
      "processing (57, 55)\n",
      "processing (57, 56)\n",
      "processing (57, 57)\n",
      "processing (57, 58)\n",
      "processing (57, 59)\n",
      "processing (57, 60)\n",
      "processing (57, 61)\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "processing (57, 62)\n",
      "processing (57, 63)\n",
      "processing (57, 64)\n",
      "processing (57, 65)\n",
      "processing (57, 66)\n",
      "processing (57, 67)\n",
      "processing (57, 68)\n",
      "processing (57, 69)\n",
      "processing (57, 70)\n",
      "processing (57, 71)\n",
      "processing (57, 72)\n",
      "processing (57, 73)\n",
      "processing (57, 74)\n",
      "processing (57, 75)\n",
      "processing (57, 76)\n",
      "processing (57, 77)\n",
      "processing (57, 78)\n",
      "processing (57, 79)\n",
      "processing (57, 80)\n",
      "processing (57, 81)\n",
      "processing (57, 82)\n",
      "processing (57, 83)\n",
      "processing (57, 84)\n",
      "processing (57, 85)\n",
      "processing (57, 86)\n",
      "processing (57, 87)\n",
      "processing (57, 88)\n",
      "processing (57, 89)\n",
      "processing (57, 90)\n",
      "processing (57, 91)\n",
      "processing (57, 92)\n",
      "processing (57, 93)\n",
      "processing (57, 94)\n",
      "processing (57, 95)\n",
      "processing (57, 96)\n",
      "processing (57, 97)\n",
      "processing (57, 98)\n",
      "processing (57, 99)\n",
      "processing (57, 100)\n",
      "processing (58, 0)\n",
      "processing (58, 1)\n",
      "processing (58, 2)\n",
      "processing (58, 3)\n",
      "processing (58, 4)\n",
      "processing (58, 5)\n",
      "processing (58, 6)\n",
      "processing (58, 7)\n",
      "processing (58, 8)\n",
      "processing (58, 9)\n",
      "processing (58, 10)\n",
      "processing (58, 11)\n",
      "processing (58, 12)\n",
      "processing (58, 13)\n",
      "processing (58, 14)\n",
      "processing (58, 15)\n",
      "processing (58, 16)\n",
      "processing (58, 17)\n",
      "processing (58, 18)\n",
      "processing (58, 19)\n",
      "processing (58, 20)\n",
      "processing (58, 21)\n",
      "processing (58, 22)\n",
      "processing (58, 23)\n",
      "processing (58, 24)\n",
      "processing (58, 25)\n",
      "processing (58, 26)\n",
      "processing (58, 27)\n",
      "processing (58, 28)\n",
      "processing (58, 29)\n",
      "processing (58, 30)\n",
      "processing (58, 31)\n",
      "processing (58, 32)\n",
      "processing (58, 33)\n",
      "processing (58, 34)\n",
      "processing (58, 35)\n",
      "processing (58, 36)\n",
      "processing (58, 37)\n",
      "processing (58, 38)\n",
      "processing (58, 39)\n",
      "processing (58, 40)\n",
      "processing (58, 41)\n",
      "processing (58, 42)\n",
      "processing (58, 43)\n",
      "processing (58, 44)\n",
      "processing (58, 45)\n",
      "processing (58, 46)\n",
      "processing (58, 47)\n",
      "processing (58, 48)\n",
      "processing (58, 49)\n",
      "processing (58, 50)\n",
      "processing (58, 51)\n",
      "processing (58, 52)\n",
      "processing (58, 53)\n",
      "processing (58, 54)\n",
      "processing (58, 55)\n",
      "processing (58, 56)\n",
      "processing (58, 57)\n",
      "processing (58, 58)\n",
      "processing (58, 59)\n",
      "processing (58, 60)\n",
      "processing (58, 61)\n",
      "processing (58, 62)\n",
      "processing (58, 63)\n",
      "processing (58, 64)\n",
      "processing (58, 65)\n",
      "processing (58, 66)\n",
      "processing (58, 67)\n",
      "processing (58, 68)\n",
      "processing (58, 69)\n",
      "processing (58, 70)\n",
      "processing (58, 71)\n",
      "processing (58, 72)\n",
      "processing (58, 73)\n",
      "processing (58, 74)\n",
      "processing (58, 75)\n",
      "processing (58, 76)\n",
      "processing (58, 77)\n",
      "processing (58, 78)\n",
      "processing (58, 79)\n",
      "processing (58, 80)\n",
      "processing (58, 81)\n",
      "processing (58, 82)\n",
      "processing (58, 83)\n",
      "processing (58, 84)\n",
      "processing (58, 85)\n",
      "processing (58, 86)\n",
      "processing (58, 87)\n",
      "processing (58, 88)\n",
      "processing (58, 89)\n",
      "processing (58, 90)\n",
      "processing (58, 91)\n",
      "processing (58, 92)\n",
      "processing (58, 93)\n",
      "processing (58, 94)\n",
      "processing (58, 95)\n",
      "processing (58, 96)\n",
      "processing (58, 97)\n",
      "processing (58, 98)\n",
      "processing (58, 99)\n",
      "processing (58, 100)\n",
      "processing (59, 0)\n",
      "processing (59, 1)\n",
      "processing (59, 2)\n",
      "processing (59, 3)\n",
      "processing (59, 4)\n",
      "processing (59, 5)\n",
      "processing (59, 6)\n",
      "processing (59, 7)\n",
      "processing (59, 8)\n",
      "processing (59, 9)\n",
      "processing (59, 10)\n",
      "processing (59, 11)\n",
      "processing (59, 12)\n",
      "processing (59, 13)\n",
      "processing (59, 14)\n",
      "processing (59, 15)\n",
      "processing (59, 16)\n",
      "processing (59, 17)\n",
      "processing (59, 18)\n",
      "processing (59, 19)\n",
      "processing (59, 20)\n",
      "processing (59, 21)\n",
      "processing (59, 22)\n",
      "processing (59, 23)\n",
      "processing (59, 24)\n",
      "processing (59, 25)\n",
      "processing (59, 26)\n",
      "processing (59, 27)\n",
      "processing (59, 28)\n",
      "processing (59, 29)\n",
      "processing (59, 30)\n",
      "processing (59, 31)\n",
      "processing (59, 32)\n",
      "processing (59, 33)\n",
      "processing (59, 34)\n",
      "processing (59, 35)\n",
      "processing (59, 36)\n",
      "processing (59, 37)\n",
      "processing (59, 38)\n",
      "processing (59, 39)\n",
      "processing (59, 40)\n",
      "processing (59, 41)\n",
      "processing (59, 42)\n",
      "processing (59, 43)\n",
      "processing (59, 44)\n",
      "processing (59, 45)\n",
      "processing (59, 46)\n",
      "processing (59, 47)\n",
      "processing (59, 48)\n",
      "processing (59, 49)\n",
      "processing (59, 50)\n",
      "processing (59, 51)\n",
      "processing (59, 52)\n",
      "processing (59, 53)\n",
      "processing (59, 54)\n",
      "processing (59, 55)\n",
      "processing (59, 56)\n",
      "processing (59, 57)\n",
      "processing (59, 58)\n",
      "processing (59, 59)\n",
      "processing (59, 60)\n",
      "processing (59, 61)\n",
      "processing (59, 62)\n",
      "processing (59, 63)\n",
      "processing (59, 64)\n",
      "processing (59, 65)\n",
      "processing (59, 66)\n",
      "processing (59, 67)\n",
      "processing (59, 68)\n",
      "processing (59, 69)\n",
      "processing (59, 70)\n",
      "processing (59, 71)\n",
      "processing (59, 72)\n",
      "processing (59, 73)\n",
      "processing (59, 74)\n",
      "processing (59, 75)\n",
      "processing (59, 76)\n",
      "processing (59, 77)\n",
      "processing (59, 78)\n",
      "processing (59, 79)\n",
      "processing (59, 80)\n",
      "processing (59, 81)\n",
      "processing (59, 82)\n",
      "processing (59, 83)\n",
      "processing (59, 84)\n",
      "processing (59, 85)\n",
      "processing (59, 86)\n",
      "processing (59, 87)\n",
      "processing (59, 88)\n",
      "processing (59, 89)\n",
      "processing (59, 90)\n",
      "processing (59, 91)\n",
      "processing (59, 92)\n",
      "processing (59, 93)\n",
      "processing (59, 94)\n",
      "processing (59, 95)\n",
      "processing (59, 96)\n",
      "processing (59, 97)\n",
      "processing (59, 98)\n",
      "processing (59, 99)\n",
      "processing (59, 100)\n",
      "processing (60, 0)\n",
      "processing (60, 1)\n",
      "processing (60, 2)\n",
      "processing (60, 3)\n",
      "processing (60, 4)\n",
      "processing (60, 5)\n",
      "processing (60, 6)\n",
      "processing (60, 7)\n",
      "processing (60, 8)\n",
      "processing (60, 9)\n",
      "processing (60, 10)\n",
      "processing (60, 11)\n",
      "processing (60, 12)\n",
      "processing (60, 13)\n",
      "processing (60, 14)\n",
      "processing (60, 15)\n",
      "processing (60, 16)\n",
      "processing (60, 17)\n",
      "processing (60, 18)\n",
      "processing (60, 19)\n",
      "processing (60, 20)\n",
      "processing (60, 21)\n",
      "processing (60, 22)\n",
      "processing (60, 23)\n",
      "processing (60, 24)\n",
      "processing (60, 25)\n",
      "processing (60, 26)\n",
      "processing (60, 27)\n",
      "processing (60, 28)\n",
      "processing (60, 29)\n",
      "processing (60, 30)\n",
      "processing (60, 31)\n",
      "processing (60, 32)\n",
      "processing (60, 33)\n",
      "processing (60, 34)\n",
      "processing (60, 35)\n",
      "processing (60, 36)\n",
      "processing (60, 37)\n",
      "processing (60, 38)\n",
      "processing (60, 39)\n",
      "processing (60, 40)\n",
      "processing (60, 41)\n",
      "processing (60, 42)\n",
      "processing (60, 43)\n",
      "processing (60, 44)\n",
      "processing (60, 45)\n",
      "processing (60, 46)\n",
      "processing (60, 47)\n",
      "processing (60, 48)\n",
      "processing (60, 49)\n",
      "processing (60, 50)\n",
      "processing (60, 51)\n",
      "processing (60, 52)\n",
      "processing (60, 53)\n",
      "processing (60, 54)\n",
      "processing (60, 55)\n",
      "processing (60, 56)\n",
      "processing (60, 57)\n",
      "processing (60, 58)\n",
      "processing (60, 59)\n",
      "processing (60, 60)\n",
      "processing (60, 61)\n",
      "processing (60, 62)\n",
      "processing (60, 63)\n",
      "processing (60, 64)\n",
      "processing (60, 65)\n",
      "processing (60, 66)\n",
      "processing (60, 67)\n",
      "processing (60, 68)\n",
      "processing (60, 69)\n",
      "processing (60, 70)\n",
      "processing (60, 71)\n",
      "processing (60, 72)\n",
      "processing (60, 73)\n",
      "processing (60, 74)\n",
      "processing (60, 75)\n",
      "processing (60, 76)\n",
      "processing (60, 77)\n",
      "processing (60, 78)\n",
      "processing (60, 79)\n",
      "processing (60, 80)\n",
      "processing (60, 81)\n",
      "processing (60, 82)\n",
      "processing (60, 83)\n",
      "processing (60, 84)\n",
      "processing (60, 85)\n",
      "processing (60, 86)\n",
      "processing (60, 87)\n",
      "processing (60, 88)\n",
      "processing (60, 89)\n",
      "processing (60, 90)\n",
      "processing (60, 91)\n",
      "processing (60, 92)\n",
      "processing (60, 93)\n",
      "processing (60, 94)\n",
      "processing (60, 95)\n",
      "processing (60, 96)\n",
      "processing (60, 97)\n",
      "processing (60, 98)\n",
      "processing (60, 99)\n",
      "processing (60, 100)\n",
      "processing (61, 0)\n",
      "processing (61, 1)\n",
      "processing (61, 2)\n",
      "processing (61, 3)\n",
      "processing (61, 4)\n",
      "processing (61, 5)\n",
      "processing (61, 6)\n",
      "processing (61, 7)\n",
      "processing (61, 8)\n",
      "processing (61, 9)\n",
      "processing (61, 10)\n",
      "processing (61, 11)\n",
      "processing (61, 12)\n",
      "processing (61, 13)\n",
      "processing (61, 14)\n",
      "processing (61, 15)\n",
      "processing (61, 16)\n",
      "processing (61, 17)\n",
      "processing (61, 18)\n",
      "processing (61, 19)\n",
      "processing (61, 20)\n",
      "processing (61, 21)\n",
      "processing (61, 22)\n",
      "processing (61, 23)\n",
      "processing (61, 24)\n",
      "processing (61, 25)\n",
      "processing (61, 26)\n",
      "processing (61, 27)\n",
      "processing (61, 28)\n",
      "processing (61, 29)\n",
      "processing (61, 30)\n",
      "processing (61, 31)\n",
      "processing (61, 32)\n",
      "processing (61, 33)\n",
      "processing (61, 34)\n",
      "processing (61, 35)\n",
      "processing (61, 36)\n",
      "processing (61, 37)\n",
      "processing (61, 38)\n",
      "processing (61, 39)\n",
      "processing (61, 40)\n",
      "processing (61, 41)\n",
      "processing (61, 42)\n",
      "processing (61, 43)\n",
      "processing (61, 44)\n",
      "processing (61, 45)\n",
      "processing (61, 46)\n",
      "processing (61, 47)\n",
      "processing (61, 48)\n",
      "processing (61, 49)\n",
      "processing (61, 50)\n",
      "processing (61, 51)\n",
      "processing (61, 52)\n",
      "processing (61, 53)\n",
      "processing (61, 54)\n",
      "processing (61, 55)\n",
      "processing (61, 56)\n",
      "processing (61, 57)\n",
      "processing (61, 58)\n",
      "processing (61, 59)\n",
      "processing (61, 60)\n",
      "processing (61, 61)\n",
      "processing (61, 62)\n",
      "processing (61, 63)\n",
      "processing (61, 64)\n",
      "processing (61, 65)\n",
      "processing (61, 66)\n",
      "processing (61, 67)\n",
      "processing (61, 68)\n",
      "processing (61, 69)\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "processing (61, 70)\n",
      "processing (61, 71)\n",
      "processing (61, 72)\n",
      "processing (61, 73)\n",
      "processing (61, 74)\n",
      "processing (61, 75)\n",
      "processing (61, 76)\n",
      "processing (61, 77)\n",
      "processing (61, 78)\n",
      "processing (61, 79)\n",
      "processing (61, 80)\n",
      "processing (61, 81)\n",
      "processing (61, 82)\n",
      "processing (61, 83)\n",
      "processing (61, 84)\n",
      "processing (61, 85)\n",
      "processing (61, 86)\n",
      "processing (61, 87)\n",
      "processing (61, 88)\n",
      "processing (61, 89)\n",
      "processing (61, 90)\n",
      "processing (61, 91)\n",
      "processing (61, 92)\n",
      "processing (61, 93)\n",
      "processing (61, 94)\n",
      "processing (61, 95)\n",
      "processing (61, 96)\n",
      "processing (61, 97)\n",
      "processing (61, 98)\n",
      "processing (61, 99)\n",
      "processing (61, 100)\n",
      "processing (62, 0)\n",
      "processing (62, 1)\n",
      "processing (62, 2)\n",
      "processing (62, 3)\n",
      "processing (62, 4)\n",
      "processing (62, 5)\n",
      "processing (62, 6)\n",
      "processing (62, 7)\n",
      "processing (62, 8)\n",
      "processing (62, 9)\n",
      "processing (62, 10)\n",
      "processing (62, 11)\n",
      "processing (62, 12)\n",
      "processing (62, 13)\n",
      "processing (62, 14)\n",
      "processing (62, 15)\n",
      "processing (62, 16)\n",
      "processing (62, 17)\n",
      "processing (62, 18)\n",
      "processing (62, 19)\n",
      "processing (62, 20)\n",
      "processing (62, 21)\n",
      "processing (62, 22)\n",
      "processing (62, 23)\n",
      "processing (62, 24)\n",
      "processing (62, 25)\n",
      "processing (62, 26)\n",
      "processing (62, 27)\n",
      "processing (62, 28)\n",
      "processing (62, 29)\n",
      "processing (62, 30)\n",
      "processing (62, 31)\n",
      "processing (62, 32)\n",
      "processing (62, 33)\n",
      "processing (62, 34)\n",
      "processing (62, 35)\n",
      "processing (62, 36)\n",
      "processing (62, 37)\n",
      "processing (62, 38)\n",
      "processing (62, 39)\n",
      "processing (62, 40)\n",
      "processing (62, 41)\n",
      "processing (62, 42)\n",
      "processing (62, 43)\n",
      "processing (62, 44)\n",
      "processing (62, 45)\n",
      "processing (62, 46)\n",
      "processing (62, 47)\n",
      "processing (62, 48)\n",
      "processing (62, 49)\n",
      "processing (62, 50)\n",
      "processing (62, 51)\n",
      "processing (62, 52)\n",
      "processing (62, 53)\n",
      "processing (62, 54)\n",
      "processing (62, 55)\n",
      "processing (62, 56)\n",
      "processing (62, 57)\n",
      "processing (62, 58)\n",
      "processing (62, 59)\n",
      "processing (62, 60)\n",
      "processing (62, 61)\n",
      "processing (62, 62)\n",
      "processing (62, 63)\n",
      "processing (62, 64)\n",
      "processing (62, 65)\n",
      "processing (62, 66)\n",
      "processing (62, 67)\n",
      "processing (62, 68)\n",
      "processing (62, 69)\n",
      "processing (62, 70)\n",
      "processing (62, 71)\n",
      "processing (62, 72)\n",
      "processing (62, 73)\n",
      "processing (62, 74)\n",
      "processing (62, 75)\n",
      "processing (62, 76)\n",
      "processing (62, 77)\n",
      "processing (62, 78)\n",
      "processing (62, 79)\n",
      "processing (62, 80)\n",
      "processing (62, 81)\n",
      "processing (62, 82)\n",
      "processing (62, 83)\n",
      "processing (62, 84)\n",
      "processing (62, 85)\n",
      "processing (62, 86)\n",
      "processing (62, 87)\n",
      "processing (62, 88)\n",
      "processing (62, 89)\n",
      "processing (62, 90)\n",
      "processing (62, 91)\n",
      "processing (62, 92)\n",
      "processing (62, 93)\n",
      "processing (62, 94)\n",
      "processing (62, 95)\n",
      "processing (62, 96)\n",
      "processing (62, 97)\n",
      "processing (62, 98)\n",
      "processing (62, 99)\n",
      "processing (62, 100)\n",
      "processing (63, 0)\n",
      "processing (63, 1)\n",
      "processing (63, 2)\n",
      "processing (63, 3)\n",
      "processing (63, 4)\n",
      "processing (63, 5)\n",
      "processing (63, 6)\n",
      "processing (63, 7)\n",
      "processing (63, 8)\n",
      "processing (63, 9)\n",
      "processing (63, 10)\n",
      "processing (63, 11)\n",
      "processing (63, 12)\n",
      "processing (63, 13)\n",
      "processing (63, 14)\n",
      "processing (63, 15)\n",
      "processing (63, 16)\n",
      "processing (63, 17)\n",
      "processing (63, 18)\n",
      "processing (63, 19)\n",
      "processing (63, 20)\n",
      "processing (63, 21)\n",
      "processing (63, 22)\n",
      "processing (63, 23)\n",
      "processing (63, 24)\n",
      "processing (63, 25)\n",
      "processing (63, 26)\n",
      "processing (63, 27)\n",
      "processing (63, 28)\n",
      "processing (63, 29)\n",
      "processing (63, 30)\n",
      "processing (63, 31)\n",
      "processing (63, 32)\n",
      "processing (63, 33)\n",
      "processing (63, 34)\n",
      "processing (63, 35)\n",
      "processing (63, 36)\n",
      "processing (63, 37)\n",
      "processing (63, 38)\n",
      "processing (63, 39)\n",
      "processing (63, 40)\n",
      "processing (63, 41)\n",
      "processing (63, 42)\n",
      "processing (63, 43)\n",
      "processing (63, 44)\n",
      "processing (63, 45)\n",
      "processing (63, 46)\n",
      "processing (63, 47)\n",
      "processing (63, 48)\n",
      "processing (63, 49)\n",
      "processing (63, 50)\n",
      "processing (63, 51)\n",
      "processing (63, 52)\n",
      "processing (63, 53)\n",
      "processing (63, 54)\n",
      "processing (63, 55)\n",
      "processing (63, 56)\n",
      "processing (63, 57)\n",
      "processing (63, 58)\n",
      "processing (63, 59)\n",
      "processing (63, 60)\n",
      "processing (63, 61)\n",
      "processing (63, 62)\n",
      "processing (63, 63)\n",
      "processing (63, 64)\n",
      "processing (63, 65)\n",
      "processing (63, 66)\n",
      "processing (63, 67)\n",
      "processing (63, 68)\n",
      "processing (63, 69)\n",
      "processing (63, 70)\n",
      "processing (63, 71)\n",
      "processing (63, 72)\n",
      "processing (63, 73)\n",
      "processing (63, 74)\n",
      "processing (63, 75)\n",
      "processing (63, 76)\n",
      "processing (63, 77)\n",
      "processing (63, 78)\n",
      "processing (63, 79)\n",
      "processing (63, 80)\n",
      "processing (63, 81)\n",
      "processing (63, 82)\n",
      "processing (63, 83)\n",
      "processing (63, 84)\n",
      "processing (63, 85)\n",
      "processing (63, 86)\n",
      "processing (63, 87)\n",
      "processing (63, 88)\n",
      "processing (63, 89)\n",
      "processing (63, 90)\n",
      "processing (63, 91)\n",
      "processing (63, 92)\n",
      "processing (63, 93)\n",
      "processing (63, 94)\n",
      "processing (63, 95)\n",
      "processing (63, 96)\n",
      "processing (63, 97)\n",
      "processing (63, 98)\n",
      "processing (63, 99)\n",
      "processing (63, 100)\n",
      "processing (64, 0)\n",
      "processing (64, 1)\n",
      "processing (64, 2)\n",
      "processing (64, 3)\n",
      "processing (64, 4)\n",
      "processing (64, 5)\n",
      "processing (64, 6)\n",
      "processing (64, 7)\n",
      "processing (64, 8)\n",
      "processing (64, 9)\n",
      "processing (64, 10)\n",
      "processing (64, 11)\n",
      "processing (64, 12)\n",
      "processing (64, 13)\n",
      "processing (64, 14)\n",
      "processing (64, 15)\n",
      "processing (64, 16)\n",
      "processing (64, 17)\n",
      "processing (64, 18)\n",
      "processing (64, 19)\n",
      "processing (64, 20)\n",
      "processing (64, 21)\n",
      "processing (64, 22)\n",
      "processing (64, 23)\n",
      "processing (64, 24)\n",
      "processing (64, 25)\n",
      "processing (64, 26)\n",
      "processing (64, 27)\n",
      "processing (64, 28)\n",
      "processing (64, 29)\n",
      "processing (64, 30)\n",
      "processing (64, 31)\n",
      "processing (64, 32)\n",
      "processing (64, 33)\n",
      "processing (64, 34)\n",
      "processing (64, 35)\n",
      "processing (64, 36)\n",
      "processing (64, 37)\n",
      "processing (64, 38)\n",
      "processing (64, 39)\n",
      "processing (64, 40)\n",
      "processing (64, 41)\n",
      "processing (64, 42)\n",
      "processing (64, 43)\n",
      "processing (64, 44)\n",
      "processing (64, 45)\n",
      "processing (64, 46)\n",
      "processing (64, 47)\n",
      "processing (64, 48)\n",
      "processing (64, 49)\n",
      "processing (64, 50)\n",
      "processing (64, 51)\n",
      "processing (64, 52)\n",
      "processing (64, 53)\n",
      "processing (64, 54)\n",
      "processing (64, 55)\n",
      "processing (64, 56)\n",
      "processing (64, 57)\n",
      "processing (64, 58)\n",
      "processing (64, 59)\n",
      "processing (64, 60)\n",
      "processing (64, 61)\n",
      "processing (64, 62)\n",
      "processing (64, 63)\n",
      "processing (64, 64)\n",
      "processing (64, 65)\n",
      "processing (64, 66)\n",
      "processing (64, 67)\n",
      "processing (64, 68)\n",
      "processing (64, 69)\n",
      "processing (64, 70)\n",
      "processing (64, 71)\n",
      "processing (64, 72)\n",
      "processing (64, 73)\n",
      "processing (64, 74)\n",
      "processing (64, 75)\n",
      "processing (64, 76)\n",
      "processing (64, 77)\n",
      "processing (64, 78)\n",
      "processing (64, 79)\n",
      "processing (64, 80)\n",
      "processing (64, 81)\n",
      "processing (64, 82)\n",
      "processing (64, 83)\n",
      "processing (64, 84)\n",
      "processing (64, 85)\n",
      "processing (64, 86)\n",
      "processing (64, 87)\n",
      "processing (64, 88)\n",
      "processing (64, 89)\n",
      "processing (64, 90)\n",
      "processing (64, 91)\n",
      "processing (64, 92)\n",
      "processing (64, 93)\n",
      "processing (64, 94)\n",
      "processing (64, 95)\n",
      "processing (64, 96)\n",
      "processing (64, 97)\n",
      "processing (64, 98)\n",
      "processing (64, 99)\n",
      "processing (64, 100)\n",
      "processing (65, 0)\n",
      "processing (65, 1)\n",
      "processing (65, 2)\n",
      "processing (65, 3)\n",
      "processing (65, 4)\n",
      "processing (65, 5)\n",
      "processing (65, 6)\n",
      "processing (65, 7)\n",
      "processing (65, 8)\n",
      "processing (65, 9)\n",
      "processing (65, 10)\n",
      "processing (65, 11)\n",
      "processing (65, 12)\n",
      "processing (65, 13)\n",
      "processing (65, 14)\n",
      "processing (65, 15)\n",
      "processing (65, 16)\n",
      "processing (65, 17)\n",
      "processing (65, 18)\n",
      "processing (65, 19)\n",
      "processing (65, 20)\n",
      "processing (65, 21)\n",
      "processing (65, 22)\n",
      "processing (65, 23)\n",
      "processing (65, 24)\n",
      "processing (65, 25)\n",
      "processing (65, 26)\n",
      "processing (65, 27)\n",
      "processing (65, 28)\n",
      "processing (65, 29)\n",
      "processing (65, 30)\n",
      "processing (65, 31)\n",
      "processing (65, 32)\n",
      "processing (65, 33)\n",
      "processing (65, 34)\n",
      "processing (65, 35)\n",
      "processing (65, 36)\n",
      "processing (65, 37)\n",
      "processing (65, 38)\n",
      "processing (65, 39)\n",
      "processing (65, 40)\n",
      "processing (65, 41)\n",
      "processing (65, 42)\n",
      "processing (65, 43)\n",
      "processing (65, 44)\n",
      "processing (65, 45)\n",
      "processing (65, 46)\n",
      "processing (65, 47)\n",
      "processing (65, 48)\n",
      "processing (65, 49)\n",
      "processing (65, 50)\n",
      "processing (65, 51)\n",
      "processing (65, 52)\n",
      "processing (65, 53)\n",
      "processing (65, 54)\n",
      "processing (65, 55)\n",
      "processing (65, 56)\n",
      "processing (65, 57)\n",
      "processing (65, 58)\n",
      "processing (65, 59)\n",
      "processing (65, 60)\n",
      "processing (65, 61)\n",
      "processing (65, 62)\n",
      "processing (65, 63)\n",
      "processing (65, 64)\n",
      "processing (65, 65)\n",
      "processing (65, 66)\n",
      "processing (65, 67)\n",
      "processing (65, 68)\n",
      "processing (65, 69)\n",
      "processing (65, 70)\n",
      "processing (65, 71)\n",
      "processing (65, 72)\n",
      "processing (65, 73)\n",
      "processing (65, 74)\n",
      "processing (65, 75)\n",
      "processing (65, 76)\n",
      "processing (65, 77)\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "processing (65, 78)\n",
      "processing (65, 79)\n",
      "processing (65, 80)\n",
      "processing (65, 81)\n",
      "processing (65, 82)\n",
      "processing (65, 83)\n",
      "processing (65, 84)\n",
      "processing (65, 85)\n",
      "processing (65, 86)\n",
      "processing (65, 87)\n",
      "processing (65, 88)\n",
      "processing (65, 89)\n",
      "processing (65, 90)\n",
      "processing (65, 91)\n",
      "processing (65, 92)\n",
      "processing (65, 93)\n",
      "processing (65, 94)\n",
      "processing (65, 95)\n",
      "processing (65, 96)\n",
      "processing (65, 97)\n",
      "processing (65, 98)\n",
      "processing (65, 99)\n",
      "processing (65, 100)\n",
      "processing (66, 0)\n",
      "processing (66, 1)\n",
      "processing (66, 2)\n",
      "processing (66, 3)\n",
      "processing (66, 4)\n",
      "processing (66, 5)\n",
      "processing (66, 6)\n",
      "processing (66, 7)\n",
      "processing (66, 8)\n",
      "processing (66, 9)\n",
      "processing (66, 10)\n",
      "processing (66, 11)\n",
      "processing (66, 12)\n",
      "processing (66, 13)\n",
      "processing (66, 14)\n",
      "processing (66, 15)\n",
      "processing (66, 16)\n",
      "processing (66, 17)\n",
      "processing (66, 18)\n",
      "processing (66, 19)\n",
      "processing (66, 20)\n",
      "processing (66, 21)\n",
      "processing (66, 22)\n",
      "processing (66, 23)\n",
      "processing (66, 24)\n",
      "processing (66, 25)\n",
      "processing (66, 26)\n",
      "processing (66, 27)\n",
      "processing (66, 28)\n",
      "processing (66, 29)\n",
      "processing (66, 30)\n",
      "processing (66, 31)\n",
      "processing (66, 32)\n",
      "processing (66, 33)\n",
      "processing (66, 34)\n",
      "processing (66, 35)\n",
      "processing (66, 36)\n",
      "processing (66, 37)\n",
      "processing (66, 38)\n",
      "processing (66, 39)\n",
      "processing (66, 40)\n",
      "processing (66, 41)\n",
      "processing (66, 42)\n",
      "processing (66, 43)\n",
      "processing (66, 44)\n",
      "processing (66, 45)\n",
      "processing (66, 46)\n",
      "processing (66, 47)\n",
      "processing (66, 48)\n",
      "processing (66, 49)\n",
      "processing (66, 50)\n",
      "processing (66, 51)\n",
      "processing (66, 52)\n",
      "processing (66, 53)\n",
      "processing (66, 54)\n",
      "processing (66, 55)\n",
      "processing (66, 56)\n",
      "processing (66, 57)\n",
      "processing (66, 58)\n",
      "processing (66, 59)\n",
      "processing (66, 60)\n",
      "processing (66, 61)\n",
      "processing (66, 62)\n",
      "processing (66, 63)\n",
      "processing (66, 64)\n",
      "processing (66, 65)\n",
      "processing (66, 66)\n",
      "processing (66, 67)\n",
      "processing (66, 68)\n",
      "processing (66, 69)\n",
      "processing (66, 70)\n",
      "processing (66, 71)\n",
      "processing (66, 72)\n",
      "processing (66, 73)\n",
      "processing (66, 74)\n",
      "processing (66, 75)\n",
      "processing (66, 76)\n",
      "processing (66, 77)\n",
      "processing (66, 78)\n",
      "processing (66, 79)\n",
      "processing (66, 80)\n",
      "processing (66, 81)\n",
      "processing (66, 82)\n",
      "processing (66, 83)\n",
      "processing (66, 84)\n",
      "processing (66, 85)\n",
      "processing (66, 86)\n",
      "processing (66, 87)\n",
      "processing (66, 88)\n",
      "processing (66, 89)\n",
      "processing (66, 90)\n",
      "processing (66, 91)\n",
      "processing (66, 92)\n",
      "processing (66, 93)\n",
      "processing (66, 94)\n",
      "processing (66, 95)\n",
      "processing (66, 96)\n",
      "processing (66, 97)\n",
      "processing (66, 98)\n",
      "processing (66, 99)\n",
      "processing (66, 100)\n",
      "processing (67, 0)\n",
      "processing (67, 1)\n",
      "processing (67, 2)\n",
      "processing (67, 3)\n",
      "processing (67, 4)\n",
      "processing (67, 5)\n",
      "processing (67, 6)\n",
      "processing (67, 7)\n",
      "processing (67, 8)\n",
      "processing (67, 9)\n",
      "processing (67, 10)\n",
      "processing (67, 11)\n",
      "processing (67, 12)\n",
      "processing (67, 13)\n",
      "processing (67, 14)\n",
      "processing (67, 15)\n",
      "processing (67, 16)\n",
      "processing (67, 17)\n",
      "processing (67, 18)\n",
      "processing (67, 19)\n",
      "processing (67, 20)\n",
      "processing (67, 21)\n",
      "processing (67, 22)\n",
      "processing (67, 23)\n",
      "processing (67, 24)\n",
      "processing (67, 25)\n",
      "processing (67, 26)\n",
      "processing (67, 27)\n",
      "processing (67, 28)\n",
      "processing (67, 29)\n",
      "processing (67, 30)\n",
      "processing (67, 31)\n",
      "processing (67, 32)\n",
      "processing (67, 33)\n",
      "processing (67, 34)\n",
      "processing (67, 35)\n",
      "processing (67, 36)\n",
      "processing (67, 37)\n",
      "processing (67, 38)\n",
      "processing (67, 39)\n",
      "processing (67, 40)\n",
      "processing (67, 41)\n",
      "processing (67, 42)\n",
      "processing (67, 43)\n",
      "processing (67, 44)\n",
      "processing (67, 45)\n",
      "processing (67, 46)\n",
      "processing (67, 47)\n",
      "processing (67, 48)\n",
      "processing (67, 49)\n",
      "processing (67, 50)\n",
      "processing (67, 51)\n",
      "processing (67, 52)\n",
      "processing (67, 53)\n",
      "processing (67, 54)\n",
      "processing (67, 55)\n",
      "processing (67, 56)\n",
      "processing (67, 57)\n",
      "processing (67, 58)\n",
      "processing (67, 59)\n",
      "processing (67, 60)\n",
      "processing (67, 61)\n",
      "processing (67, 62)\n",
      "processing (67, 63)\n",
      "processing (67, 64)\n",
      "processing (67, 65)\n",
      "processing (67, 66)\n",
      "processing (67, 67)\n",
      "processing (67, 68)\n",
      "processing (67, 69)\n",
      "processing (67, 70)\n",
      "processing (67, 71)\n",
      "processing (67, 72)\n",
      "processing (67, 73)\n",
      "processing (67, 74)\n",
      "processing (67, 75)\n",
      "processing (67, 76)\n",
      "processing (67, 77)\n",
      "processing (67, 78)\n",
      "processing (67, 79)\n",
      "processing (67, 80)\n",
      "processing (67, 81)\n",
      "processing (67, 82)\n",
      "processing (67, 83)\n",
      "processing (67, 84)\n",
      "processing (67, 85)\n",
      "processing (67, 86)\n",
      "processing (67, 87)\n",
      "processing (67, 88)\n",
      "processing (67, 89)\n",
      "processing (67, 90)\n",
      "processing (67, 91)\n",
      "processing (67, 92)\n",
      "processing (67, 93)\n",
      "processing (67, 94)\n",
      "processing (67, 95)\n",
      "processing (67, 96)\n",
      "processing (67, 97)\n",
      "processing (67, 98)\n",
      "processing (67, 99)\n",
      "processing (67, 100)\n",
      "processing (68, 0)\n",
      "processing (68, 1)\n",
      "processing (68, 2)\n",
      "processing (68, 3)\n",
      "processing (68, 4)\n",
      "processing (68, 5)\n",
      "processing (68, 6)\n",
      "processing (68, 7)\n",
      "processing (68, 8)\n",
      "processing (68, 9)\n",
      "processing (68, 10)\n",
      "processing (68, 11)\n",
      "processing (68, 12)\n",
      "processing (68, 13)\n",
      "processing (68, 14)\n",
      "processing (68, 15)\n",
      "processing (68, 16)\n",
      "processing (68, 17)\n",
      "processing (68, 18)\n",
      "processing (68, 19)\n",
      "processing (68, 20)\n",
      "processing (68, 21)\n",
      "processing (68, 22)\n",
      "processing (68, 23)\n",
      "processing (68, 24)\n",
      "processing (68, 25)\n",
      "processing (68, 26)\n",
      "processing (68, 27)\n",
      "processing (68, 28)\n",
      "processing (68, 29)\n",
      "processing (68, 30)\n",
      "processing (68, 31)\n",
      "processing (68, 32)\n",
      "processing (68, 33)\n",
      "processing (68, 34)\n",
      "processing (68, 35)\n",
      "processing (68, 36)\n",
      "processing (68, 37)\n",
      "processing (68, 38)\n",
      "processing (68, 39)\n",
      "processing (68, 40)\n",
      "processing (68, 41)\n",
      "processing (68, 42)\n",
      "processing (68, 43)\n",
      "processing (68, 44)\n",
      "processing (68, 45)\n",
      "processing (68, 46)\n",
      "processing (68, 47)\n",
      "processing (68, 48)\n",
      "processing (68, 49)\n",
      "processing (68, 50)\n",
      "processing (68, 51)\n",
      "processing (68, 52)\n",
      "processing (68, 53)\n",
      "processing (68, 54)\n",
      "processing (68, 55)\n",
      "processing (68, 56)\n",
      "processing (68, 57)\n",
      "processing (68, 58)\n",
      "processing (68, 59)\n",
      "processing (68, 60)\n",
      "processing (68, 61)\n",
      "processing (68, 62)\n",
      "processing (68, 63)\n",
      "processing (68, 64)\n",
      "processing (68, 65)\n",
      "processing (68, 66)\n",
      "processing (68, 67)\n",
      "processing (68, 68)\n",
      "processing (68, 69)\n",
      "processing (68, 70)\n",
      "processing (68, 71)\n",
      "processing (68, 72)\n",
      "processing (68, 73)\n",
      "processing (68, 74)\n",
      "processing (68, 75)\n",
      "processing (68, 76)\n",
      "processing (68, 77)\n",
      "processing (68, 78)\n",
      "processing (68, 79)\n",
      "processing (68, 80)\n",
      "processing (68, 81)\n",
      "processing (68, 82)\n",
      "processing (68, 83)\n",
      "processing (68, 84)\n",
      "processing (68, 85)\n",
      "processing (68, 86)\n",
      "processing (68, 87)\n",
      "processing (68, 88)\n",
      "processing (68, 89)\n",
      "processing (68, 90)\n",
      "processing (68, 91)\n",
      "processing (68, 92)\n",
      "processing (68, 93)\n",
      "processing (68, 94)\n",
      "processing (68, 95)\n",
      "processing (68, 96)\n",
      "processing (68, 97)\n",
      "processing (68, 98)\n",
      "processing (68, 99)\n",
      "processing (68, 100)\n",
      "processing (69, 0)\n",
      "processing (69, 1)\n",
      "processing (69, 2)\n",
      "processing (69, 3)\n",
      "processing (69, 4)\n",
      "processing (69, 5)\n",
      "processing (69, 6)\n",
      "processing (69, 7)\n",
      "processing (69, 8)\n",
      "processing (69, 9)\n",
      "processing (69, 10)\n",
      "processing (69, 11)\n",
      "processing (69, 12)\n",
      "processing (69, 13)\n",
      "processing (69, 14)\n",
      "processing (69, 15)\n",
      "processing (69, 16)\n",
      "processing (69, 17)\n",
      "processing (69, 18)\n",
      "processing (69, 19)\n",
      "processing (69, 20)\n",
      "processing (69, 21)\n",
      "processing (69, 22)\n",
      "processing (69, 23)\n",
      "processing (69, 24)\n",
      "processing (69, 25)\n",
      "processing (69, 26)\n",
      "processing (69, 27)\n",
      "processing (69, 28)\n",
      "processing (69, 29)\n",
      "processing (69, 30)\n",
      "processing (69, 31)\n",
      "processing (69, 32)\n",
      "processing (69, 33)\n",
      "processing (69, 34)\n",
      "processing (69, 35)\n",
      "processing (69, 36)\n",
      "processing (69, 37)\n",
      "processing (69, 38)\n",
      "processing (69, 39)\n",
      "processing (69, 40)\n",
      "processing (69, 41)\n",
      "processing (69, 42)\n",
      "processing (69, 43)\n",
      "processing (69, 44)\n",
      "processing (69, 45)\n",
      "processing (69, 46)\n",
      "processing (69, 47)\n",
      "processing (69, 48)\n",
      "processing (69, 49)\n",
      "processing (69, 50)\n",
      "processing (69, 51)\n",
      "processing (69, 52)\n",
      "processing (69, 53)\n",
      "processing (69, 54)\n",
      "processing (69, 55)\n",
      "processing (69, 56)\n",
      "processing (69, 57)\n",
      "processing (69, 58)\n",
      "processing (69, 59)\n",
      "processing (69, 60)\n",
      "processing (69, 61)\n",
      "processing (69, 62)\n",
      "processing (69, 63)\n",
      "processing (69, 64)\n",
      "processing (69, 65)\n",
      "processing (69, 66)\n",
      "processing (69, 67)\n",
      "processing (69, 68)\n",
      "processing (69, 69)\n",
      "processing (69, 70)\n",
      "processing (69, 71)\n",
      "processing (69, 72)\n",
      "processing (69, 73)\n",
      "processing (69, 74)\n",
      "processing (69, 75)\n",
      "processing (69, 76)\n",
      "processing (69, 77)\n",
      "processing (69, 78)\n",
      "processing (69, 79)\n",
      "processing (69, 80)\n",
      "processing (69, 81)\n",
      "processing (69, 82)\n",
      "processing (69, 83)\n",
      "processing (69, 84)\n",
      "processing (69, 85)\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "processing (69, 86)\n",
      "processing (69, 87)\n",
      "processing (69, 88)\n",
      "processing (69, 89)\n",
      "processing (69, 90)\n",
      "processing (69, 91)\n",
      "processing (69, 92)\n",
      "processing (69, 93)\n",
      "processing (69, 94)\n",
      "processing (69, 95)\n",
      "processing (69, 96)\n",
      "processing (69, 97)\n",
      "processing (69, 98)\n",
      "processing (69, 99)\n",
      "processing (69, 100)\n",
      "processing (70, 0)\n",
      "processing (70, 1)\n",
      "processing (70, 2)\n",
      "processing (70, 3)\n",
      "processing (70, 4)\n",
      "processing (70, 5)\n",
      "processing (70, 6)\n",
      "processing (70, 7)\n",
      "processing (70, 8)\n",
      "processing (70, 9)\n",
      "processing (70, 10)\n",
      "processing (70, 11)\n",
      "processing (70, 12)\n",
      "processing (70, 13)\n",
      "processing (70, 14)\n",
      "processing (70, 15)\n",
      "processing (70, 16)\n",
      "processing (70, 17)\n",
      "processing (70, 18)\n",
      "processing (70, 19)\n",
      "processing (70, 20)\n",
      "processing (70, 21)\n",
      "processing (70, 22)\n",
      "processing (70, 23)\n",
      "processing (70, 24)\n",
      "processing (70, 25)\n",
      "processing (70, 26)\n",
      "processing (70, 27)\n",
      "processing (70, 28)\n",
      "processing (70, 29)\n",
      "processing (70, 30)\n",
      "processing (70, 31)\n",
      "processing (70, 32)\n",
      "processing (70, 33)\n",
      "processing (70, 34)\n",
      "processing (70, 35)\n",
      "processing (70, 36)\n",
      "processing (70, 37)\n",
      "processing (70, 38)\n",
      "processing (70, 39)\n",
      "processing (70, 40)\n",
      "processing (70, 41)\n",
      "processing (70, 42)\n",
      "processing (70, 43)\n",
      "processing (70, 44)\n",
      "processing (70, 45)\n",
      "processing (70, 46)\n",
      "processing (70, 47)\n",
      "processing (70, 48)\n",
      "processing (70, 49)\n",
      "processing (70, 50)\n",
      "processing (70, 51)\n",
      "processing (70, 52)\n",
      "processing (70, 53)\n",
      "processing (70, 54)\n",
      "processing (70, 55)\n",
      "processing (70, 56)\n",
      "processing (70, 57)\n",
      "processing (70, 58)\n",
      "processing (70, 59)\n",
      "processing (70, 60)\n",
      "processing (70, 61)\n",
      "processing (70, 62)\n",
      "processing (70, 63)\n",
      "processing (70, 64)\n",
      "processing (70, 65)\n",
      "processing (70, 66)\n",
      "processing (70, 67)\n",
      "processing (70, 68)\n",
      "processing (70, 69)\n",
      "processing (70, 70)\n",
      "processing (70, 71)\n",
      "processing (70, 72)\n",
      "processing (70, 73)\n",
      "processing (70, 74)\n",
      "processing (70, 75)\n",
      "processing (70, 76)\n",
      "processing (70, 77)\n",
      "processing (70, 78)\n",
      "processing (70, 79)\n",
      "processing (70, 80)\n",
      "processing (70, 81)\n",
      "processing (70, 82)\n",
      "processing (70, 83)\n",
      "processing (70, 84)\n",
      "processing (70, 85)\n",
      "processing (70, 86)\n",
      "processing (70, 87)\n",
      "processing (70, 88)\n",
      "processing (70, 89)\n",
      "processing (70, 90)\n",
      "processing (70, 91)\n",
      "processing (70, 92)\n",
      "processing (70, 93)\n",
      "processing (70, 94)\n",
      "processing (70, 95)\n",
      "processing (70, 96)\n",
      "processing (70, 97)\n",
      "processing (70, 98)\n",
      "processing (70, 99)\n",
      "processing (70, 100)\n",
      "processing (71, 0)\n",
      "processing (71, 1)\n",
      "processing (71, 2)\n",
      "processing (71, 3)\n",
      "processing (71, 4)\n",
      "processing (71, 5)\n",
      "processing (71, 6)\n",
      "processing (71, 7)\n",
      "processing (71, 8)\n",
      "processing (71, 9)\n",
      "processing (71, 10)\n",
      "processing (71, 11)\n",
      "processing (71, 12)\n",
      "processing (71, 13)\n",
      "processing (71, 14)\n",
      "processing (71, 15)\n",
      "processing (71, 16)\n",
      "processing (71, 17)\n",
      "processing (71, 18)\n",
      "processing (71, 19)\n",
      "processing (71, 20)\n",
      "processing (71, 21)\n",
      "processing (71, 22)\n",
      "processing (71, 23)\n",
      "processing (71, 24)\n",
      "processing (71, 25)\n",
      "processing (71, 26)\n",
      "processing (71, 27)\n",
      "processing (71, 28)\n",
      "processing (71, 29)\n",
      "processing (71, 30)\n",
      "processing (71, 31)\n",
      "processing (71, 32)\n",
      "processing (71, 33)\n",
      "processing (71, 34)\n",
      "processing (71, 35)\n",
      "processing (71, 36)\n",
      "processing (71, 37)\n",
      "processing (71, 38)\n",
      "processing (71, 39)\n",
      "processing (71, 40)\n",
      "processing (71, 41)\n",
      "processing (71, 42)\n",
      "processing (71, 43)\n",
      "processing (71, 44)\n",
      "processing (71, 45)\n",
      "processing (71, 46)\n",
      "processing (71, 47)\n",
      "processing (71, 48)\n",
      "processing (71, 49)\n",
      "processing (71, 50)\n",
      "processing (71, 51)\n",
      "processing (71, 52)\n",
      "processing (71, 53)\n",
      "processing (71, 54)\n",
      "processing (71, 55)\n",
      "processing (71, 56)\n",
      "processing (71, 57)\n",
      "processing (71, 58)\n",
      "processing (71, 59)\n",
      "processing (71, 60)\n",
      "processing (71, 61)\n",
      "processing (71, 62)\n",
      "processing (71, 63)\n",
      "processing (71, 64)\n",
      "processing (71, 65)\n",
      "processing (71, 66)\n",
      "processing (71, 67)\n",
      "processing (71, 68)\n",
      "processing (71, 69)\n",
      "processing (71, 70)\n",
      "processing (71, 71)\n",
      "processing (71, 72)\n",
      "processing (71, 73)\n",
      "processing (71, 74)\n",
      "processing (71, 75)\n",
      "processing (71, 76)\n",
      "processing (71, 77)\n",
      "processing (71, 78)\n",
      "processing (71, 79)\n",
      "processing (71, 80)\n",
      "processing (71, 81)\n",
      "processing (71, 82)\n",
      "processing (71, 83)\n",
      "processing (71, 84)\n",
      "processing (71, 85)\n",
      "processing (71, 86)\n",
      "processing (71, 87)\n",
      "processing (71, 88)\n",
      "processing (71, 89)\n",
      "processing (71, 90)\n",
      "processing (71, 91)\n",
      "processing (71, 92)\n",
      "processing (71, 93)\n",
      "processing (71, 94)\n",
      "processing (71, 95)\n",
      "processing (71, 96)\n",
      "processing (71, 97)\n",
      "processing (71, 98)\n",
      "processing (71, 99)\n",
      "processing (71, 100)\n",
      "processing (72, 0)\n",
      "processing (72, 1)\n",
      "processing (72, 2)\n",
      "processing (72, 3)\n",
      "processing (72, 4)\n",
      "processing (72, 5)\n",
      "processing (72, 6)\n",
      "processing (72, 7)\n",
      "processing (72, 8)\n",
      "processing (72, 9)\n",
      "processing (72, 10)\n",
      "processing (72, 11)\n",
      "processing (72, 12)\n",
      "processing (72, 13)\n",
      "processing (72, 14)\n",
      "processing (72, 15)\n",
      "processing (72, 16)\n",
      "processing (72, 17)\n",
      "processing (72, 18)\n",
      "processing (72, 19)\n",
      "processing (72, 20)\n",
      "processing (72, 21)\n",
      "processing (72, 22)\n",
      "processing (72, 23)\n",
      "processing (72, 24)\n",
      "processing (72, 25)\n",
      "processing (72, 26)\n",
      "processing (72, 27)\n",
      "processing (72, 28)\n",
      "processing (72, 29)\n",
      "processing (72, 30)\n",
      "processing (72, 31)\n",
      "processing (72, 32)\n",
      "processing (72, 33)\n",
      "processing (72, 34)\n",
      "processing (72, 35)\n",
      "processing (72, 36)\n",
      "processing (72, 37)\n",
      "processing (72, 38)\n",
      "processing (72, 39)\n",
      "processing (72, 40)\n",
      "processing (72, 41)\n",
      "processing (72, 42)\n",
      "processing (72, 43)\n",
      "processing (72, 44)\n",
      "processing (72, 45)\n",
      "processing (72, 46)\n",
      "processing (72, 47)\n",
      "processing (72, 48)\n",
      "processing (72, 49)\n",
      "processing (72, 50)\n",
      "processing (72, 51)\n",
      "processing (72, 52)\n",
      "processing (72, 53)\n",
      "processing (72, 54)\n",
      "processing (72, 55)\n",
      "processing (72, 56)\n",
      "processing (72, 57)\n",
      "processing (72, 58)\n",
      "processing (72, 59)\n",
      "processing (72, 60)\n",
      "processing (72, 61)\n",
      "processing (72, 62)\n",
      "processing (72, 63)\n",
      "processing (72, 64)\n",
      "processing (72, 65)\n",
      "processing (72, 66)\n",
      "processing (72, 67)\n",
      "processing (72, 68)\n",
      "processing (72, 69)\n",
      "processing (72, 70)\n",
      "processing (72, 71)\n",
      "processing (72, 72)\n",
      "processing (72, 73)\n",
      "processing (72, 74)\n",
      "processing (72, 75)\n",
      "processing (72, 76)\n",
      "processing (72, 77)\n",
      "processing (72, 78)\n",
      "processing (72, 79)\n",
      "processing (72, 80)\n",
      "processing (72, 81)\n",
      "processing (72, 82)\n",
      "processing (72, 83)\n",
      "processing (72, 84)\n",
      "processing (72, 85)\n",
      "processing (72, 86)\n",
      "processing (72, 87)\n",
      "processing (72, 88)\n",
      "processing (72, 89)\n",
      "processing (72, 90)\n",
      "processing (72, 91)\n",
      "processing (72, 92)\n",
      "processing (72, 93)\n",
      "processing (72, 94)\n",
      "processing (72, 95)\n",
      "processing (72, 96)\n",
      "processing (72, 97)\n",
      "processing (72, 98)\n",
      "processing (72, 99)\n",
      "processing (72, 100)\n",
      "processing (73, 0)\n",
      "processing (73, 1)\n",
      "processing (73, 2)\n",
      "processing (73, 3)\n",
      "processing (73, 4)\n",
      "processing (73, 5)\n",
      "processing (73, 6)\n",
      "processing (73, 7)\n",
      "processing (73, 8)\n",
      "processing (73, 9)\n",
      "processing (73, 10)\n",
      "processing (73, 11)\n",
      "processing (73, 12)\n",
      "processing (73, 13)\n",
      "processing (73, 14)\n",
      "processing (73, 15)\n",
      "processing (73, 16)\n",
      "processing (73, 17)\n",
      "processing (73, 18)\n",
      "processing (73, 19)\n",
      "processing (73, 20)\n",
      "processing (73, 21)\n",
      "processing (73, 22)\n",
      "processing (73, 23)\n",
      "processing (73, 24)\n",
      "processing (73, 25)\n",
      "processing (73, 26)\n",
      "processing (73, 27)\n",
      "processing (73, 28)\n",
      "processing (73, 29)\n",
      "processing (73, 30)\n",
      "processing (73, 31)\n",
      "processing (73, 32)\n",
      "processing (73, 33)\n",
      "processing (73, 34)\n",
      "processing (73, 35)\n",
      "processing (73, 36)\n",
      "processing (73, 37)\n",
      "processing (73, 38)\n",
      "processing (73, 39)\n",
      "processing (73, 40)\n",
      "processing (73, 41)\n",
      "processing (73, 42)\n",
      "processing (73, 43)\n",
      "processing (73, 44)\n",
      "processing (73, 45)\n",
      "processing (73, 46)\n",
      "processing (73, 47)\n",
      "processing (73, 48)\n",
      "processing (73, 49)\n",
      "processing (73, 50)\n",
      "processing (73, 51)\n",
      "processing (73, 52)\n",
      "processing (73, 53)\n",
      "processing (73, 54)\n",
      "processing (73, 55)\n",
      "processing (73, 56)\n",
      "processing (73, 57)\n",
      "processing (73, 58)\n",
      "processing (73, 59)\n",
      "processing (73, 60)\n",
      "processing (73, 61)\n",
      "processing (73, 62)\n",
      "processing (73, 63)\n",
      "processing (73, 64)\n",
      "processing (73, 65)\n",
      "processing (73, 66)\n",
      "processing (73, 67)\n",
      "processing (73, 68)\n",
      "processing (73, 69)\n",
      "processing (73, 70)\n",
      "processing (73, 71)\n",
      "processing (73, 72)\n",
      "processing (73, 73)\n",
      "processing (73, 74)\n",
      "processing (73, 75)\n",
      "processing (73, 76)\n",
      "processing (73, 77)\n",
      "processing (73, 78)\n",
      "processing (73, 79)\n",
      "processing (73, 80)\n",
      "processing (73, 81)\n",
      "processing (73, 82)\n",
      "processing (73, 83)\n",
      "processing (73, 84)\n",
      "processing (73, 85)\n",
      "processing (73, 86)\n",
      "processing (73, 87)\n",
      "processing (73, 88)\n",
      "processing (73, 89)\n",
      "processing (73, 90)\n",
      "processing (73, 91)\n",
      "processing (73, 92)\n",
      "processing (73, 93)\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "processing (73, 94)\n",
      "processing (73, 95)\n",
      "processing (73, 96)\n",
      "processing (73, 97)\n",
      "processing (73, 98)\n",
      "processing (73, 99)\n",
      "processing (73, 100)\n",
      "processing (74, 0)\n",
      "processing (74, 1)\n",
      "processing (74, 2)\n",
      "processing (74, 3)\n",
      "processing (74, 4)\n",
      "processing (74, 5)\n",
      "processing (74, 6)\n",
      "processing (74, 7)\n",
      "processing (74, 8)\n",
      "processing (74, 9)\n",
      "processing (74, 10)\n",
      "processing (74, 11)\n",
      "processing (74, 12)\n",
      "processing (74, 13)\n",
      "processing (74, 14)\n",
      "processing (74, 15)\n",
      "processing (74, 16)\n",
      "processing (74, 17)\n",
      "processing (74, 18)\n",
      "processing (74, 19)\n",
      "processing (74, 20)\n",
      "processing (74, 21)\n",
      "processing (74, 22)\n",
      "processing (74, 23)\n",
      "processing (74, 24)\n",
      "processing (74, 25)\n",
      "processing (74, 26)\n",
      "processing (74, 27)\n",
      "processing (74, 28)\n",
      "processing (74, 29)\n",
      "processing (74, 30)\n",
      "processing (74, 31)\n",
      "processing (74, 32)\n",
      "processing (74, 33)\n",
      "processing (74, 34)\n",
      "processing (74, 35)\n",
      "processing (74, 36)\n",
      "processing (74, 37)\n",
      "processing (74, 38)\n",
      "processing (74, 39)\n",
      "processing (74, 40)\n",
      "processing (74, 41)\n",
      "processing (74, 42)\n",
      "processing (74, 43)\n",
      "processing (74, 44)\n",
      "processing (74, 45)\n",
      "processing (74, 46)\n",
      "processing (74, 47)\n",
      "processing (74, 48)\n",
      "processing (74, 49)\n",
      "processing (74, 50)\n",
      "processing (74, 51)\n",
      "processing (74, 52)\n",
      "processing (74, 53)\n",
      "processing (74, 54)\n",
      "processing (74, 55)\n",
      "processing (74, 56)\n",
      "processing (74, 57)\n",
      "processing (74, 58)\n",
      "processing (74, 59)\n",
      "processing (74, 60)\n",
      "processing (74, 61)\n",
      "processing (74, 62)\n",
      "processing (74, 63)\n",
      "processing (74, 64)\n",
      "processing (74, 65)\n",
      "processing (74, 66)\n",
      "processing (74, 67)\n",
      "processing (74, 68)\n",
      "processing (74, 69)\n",
      "processing (74, 70)\n",
      "processing (74, 71)\n",
      "processing (74, 72)\n",
      "processing (74, 73)\n",
      "processing (74, 74)\n",
      "processing (74, 75)\n",
      "processing (74, 76)\n",
      "processing (74, 77)\n",
      "processing (74, 78)\n",
      "processing (74, 79)\n",
      "processing (74, 80)\n",
      "processing (74, 81)\n",
      "processing (74, 82)\n",
      "processing (74, 83)\n",
      "processing (74, 84)\n",
      "processing (74, 85)\n",
      "processing (74, 86)\n",
      "processing (74, 87)\n",
      "processing (74, 88)\n",
      "processing (74, 89)\n",
      "processing (74, 90)\n",
      "processing (74, 91)\n",
      "processing (74, 92)\n",
      "processing (74, 93)\n",
      "processing (74, 94)\n",
      "processing (74, 95)\n",
      "processing (74, 96)\n",
      "processing (74, 97)\n",
      "processing (74, 98)\n",
      "processing (74, 99)\n",
      "processing (74, 100)\n",
      "processing (75, 0)\n",
      "processing (75, 1)\n",
      "processing (75, 2)\n",
      "processing (75, 3)\n",
      "processing (75, 4)\n",
      "processing (75, 5)\n",
      "processing (75, 6)\n",
      "processing (75, 7)\n",
      "processing (75, 8)\n",
      "processing (75, 9)\n",
      "processing (75, 10)\n",
      "processing (75, 11)\n",
      "processing (75, 12)\n",
      "processing (75, 13)\n",
      "processing (75, 14)\n",
      "processing (75, 15)\n",
      "processing (75, 16)\n",
      "processing (75, 17)\n",
      "processing (75, 18)\n",
      "processing (75, 19)\n",
      "processing (75, 20)\n",
      "processing (75, 21)\n",
      "processing (75, 22)\n",
      "processing (75, 23)\n",
      "processing (75, 24)\n",
      "processing (75, 25)\n",
      "processing (75, 26)\n",
      "processing (75, 27)\n",
      "processing (75, 28)\n",
      "processing (75, 29)\n",
      "processing (75, 30)\n",
      "processing (75, 31)\n",
      "processing (75, 32)\n",
      "processing (75, 33)\n",
      "processing (75, 34)\n",
      "processing (75, 35)\n",
      "processing (75, 36)\n",
      "processing (75, 37)\n",
      "processing (75, 38)\n",
      "processing (75, 39)\n",
      "processing (75, 40)\n",
      "processing (75, 41)\n",
      "processing (75, 42)\n",
      "processing (75, 43)\n",
      "processing (75, 44)\n",
      "processing (75, 45)\n",
      "processing (75, 46)\n",
      "processing (75, 47)\n",
      "processing (75, 48)\n",
      "processing (75, 49)\n",
      "processing (75, 50)\n",
      "processing (75, 51)\n",
      "processing (75, 52)\n",
      "processing (75, 53)\n",
      "processing (75, 54)\n",
      "processing (75, 55)\n",
      "processing (75, 56)\n",
      "processing (75, 57)\n",
      "processing (75, 58)\n",
      "processing (75, 59)\n",
      "processing (75, 60)\n",
      "processing (75, 61)\n",
      "processing (75, 62)\n",
      "processing (75, 63)\n",
      "processing (75, 64)\n",
      "processing (75, 65)\n",
      "processing (75, 66)\n",
      "processing (75, 67)\n",
      "processing (75, 68)\n",
      "processing (75, 69)\n",
      "processing (75, 70)\n",
      "processing (75, 71)\n",
      "processing (75, 72)\n",
      "processing (75, 73)\n",
      "processing (75, 74)\n",
      "processing (75, 75)\n",
      "processing (75, 76)\n",
      "processing (75, 77)\n",
      "processing (75, 78)\n",
      "processing (75, 79)\n",
      "processing (75, 80)\n",
      "processing (75, 81)\n",
      "processing (75, 82)\n",
      "processing (75, 83)\n",
      "processing (75, 84)\n",
      "processing (75, 85)\n",
      "processing (75, 86)\n",
      "processing (75, 87)\n",
      "processing (75, 88)\n",
      "processing (75, 89)\n",
      "processing (75, 90)\n",
      "processing (75, 91)\n",
      "processing (75, 92)\n",
      "processing (75, 93)\n",
      "processing (75, 94)\n",
      "processing (75, 95)\n",
      "processing (75, 96)\n",
      "processing (75, 97)\n",
      "processing (75, 98)\n",
      "processing (75, 99)\n",
      "processing (75, 100)\n",
      "processing (76, 0)\n",
      "processing (76, 1)\n",
      "processing (76, 2)\n",
      "processing (76, 3)\n",
      "processing (76, 4)\n",
      "processing (76, 5)\n",
      "processing (76, 6)\n",
      "processing (76, 7)\n",
      "processing (76, 8)\n",
      "processing (76, 9)\n",
      "processing (76, 10)\n",
      "processing (76, 11)\n",
      "processing (76, 12)\n",
      "processing (76, 13)\n",
      "processing (76, 14)\n",
      "processing (76, 15)\n",
      "processing (76, 16)\n",
      "processing (76, 17)\n",
      "processing (76, 18)\n",
      "processing (76, 19)\n",
      "processing (76, 20)\n",
      "processing (76, 21)\n",
      "processing (76, 22)\n",
      "processing (76, 23)\n",
      "processing (76, 24)\n",
      "processing (76, 25)\n",
      "processing (76, 26)\n",
      "processing (76, 27)\n",
      "processing (76, 28)\n",
      "processing (76, 29)\n",
      "processing (76, 30)\n",
      "processing (76, 31)\n",
      "processing (76, 32)\n",
      "processing (76, 33)\n",
      "processing (76, 34)\n",
      "processing (76, 35)\n",
      "processing (76, 36)\n",
      "processing (76, 37)\n",
      "processing (76, 38)\n",
      "processing (76, 39)\n",
      "processing (76, 40)\n",
      "processing (76, 41)\n",
      "processing (76, 42)\n",
      "processing (76, 43)\n",
      "processing (76, 44)\n",
      "processing (76, 45)\n",
      "processing (76, 46)\n",
      "processing (76, 47)\n",
      "processing (76, 48)\n",
      "processing (76, 49)\n",
      "processing (76, 50)\n",
      "processing (76, 51)\n",
      "processing (76, 52)\n",
      "processing (76, 53)\n",
      "processing (76, 54)\n",
      "processing (76, 55)\n",
      "processing (76, 56)\n",
      "processing (76, 57)\n",
      "processing (76, 58)\n",
      "processing (76, 59)\n",
      "processing (76, 60)\n",
      "processing (76, 61)\n",
      "processing (76, 62)\n",
      "processing (76, 63)\n",
      "processing (76, 64)\n",
      "processing (76, 65)\n",
      "processing (76, 66)\n",
      "processing (76, 67)\n",
      "processing (76, 68)\n",
      "processing (76, 69)\n",
      "processing (76, 70)\n",
      "processing (76, 71)\n",
      "processing (76, 72)\n",
      "processing (76, 73)\n",
      "processing (76, 74)\n",
      "processing (76, 75)\n",
      "processing (76, 76)\n",
      "processing (76, 77)\n",
      "processing (76, 78)\n",
      "processing (76, 79)\n",
      "processing (76, 80)\n",
      "processing (76, 81)\n",
      "processing (76, 82)\n",
      "processing (76, 83)\n",
      "processing (76, 84)\n",
      "processing (76, 85)\n",
      "processing (76, 86)\n",
      "processing (76, 87)\n",
      "processing (76, 88)\n",
      "processing (76, 89)\n",
      "processing (76, 90)\n",
      "processing (76, 91)\n",
      "processing (76, 92)\n",
      "processing (76, 93)\n",
      "processing (76, 94)\n",
      "processing (76, 95)\n",
      "processing (76, 96)\n",
      "processing (76, 97)\n",
      "processing (76, 98)\n",
      "processing (76, 99)\n",
      "processing (76, 100)\n",
      "processing (77, 0)\n",
      "processing (77, 1)\n",
      "processing (77, 2)\n",
      "processing (77, 3)\n",
      "processing (77, 4)\n",
      "processing (77, 5)\n",
      "processing (77, 6)\n",
      "processing (77, 7)\n",
      "processing (77, 8)\n",
      "processing (77, 9)\n",
      "processing (77, 10)\n",
      "processing (77, 11)\n",
      "processing (77, 12)\n",
      "processing (77, 13)\n",
      "processing (77, 14)\n",
      "processing (77, 15)\n",
      "processing (77, 16)\n",
      "processing (77, 17)\n",
      "processing (77, 18)\n",
      "processing (77, 19)\n",
      "processing (77, 20)\n",
      "processing (77, 21)\n",
      "processing (77, 22)\n",
      "processing (77, 23)\n",
      "processing (77, 24)\n",
      "processing (77, 25)\n",
      "processing (77, 26)\n",
      "processing (77, 27)\n",
      "processing (77, 28)\n",
      "processing (77, 29)\n",
      "processing (77, 30)\n",
      "processing (77, 31)\n",
      "processing (77, 32)\n",
      "processing (77, 33)\n",
      "processing (77, 34)\n",
      "processing (77, 35)\n",
      "processing (77, 36)\n",
      "processing (77, 37)\n",
      "processing (77, 38)\n",
      "processing (77, 39)\n",
      "processing (77, 40)\n",
      "processing (77, 41)\n",
      "processing (77, 42)\n",
      "processing (77, 43)\n",
      "processing (77, 44)\n",
      "processing (77, 45)\n",
      "processing (77, 46)\n",
      "processing (77, 47)\n",
      "processing (77, 48)\n",
      "processing (77, 49)\n",
      "processing (77, 50)\n",
      "processing (77, 51)\n",
      "processing (77, 52)\n",
      "processing (77, 53)\n",
      "processing (77, 54)\n",
      "processing (77, 55)\n",
      "processing (77, 56)\n",
      "processing (77, 57)\n",
      "processing (77, 58)\n",
      "processing (77, 59)\n",
      "processing (77, 60)\n",
      "processing (77, 61)\n",
      "processing (77, 62)\n",
      "processing (77, 63)\n",
      "processing (77, 64)\n",
      "processing (77, 65)\n",
      "processing (77, 66)\n",
      "processing (77, 67)\n",
      "processing (77, 68)\n",
      "processing (77, 69)\n",
      "processing (77, 70)\n",
      "processing (77, 71)\n",
      "processing (77, 72)\n",
      "processing (77, 73)\n",
      "processing (77, 74)\n",
      "processing (77, 75)\n",
      "processing (77, 76)\n",
      "processing (77, 77)\n",
      "processing (77, 78)\n",
      "processing (77, 79)\n",
      "processing (77, 80)\n",
      "processing (77, 81)\n",
      "processing (77, 82)\n",
      "processing (77, 83)\n",
      "processing (77, 84)\n",
      "processing (77, 85)\n",
      "processing (77, 86)\n",
      "processing (77, 87)\n",
      "processing (77, 88)\n",
      "processing (77, 89)\n",
      "processing (77, 90)\n",
      "processing (77, 91)\n",
      "processing (77, 92)\n",
      "processing (77, 93)\n",
      "processing (77, 94)\n",
      "processing (77, 95)\n",
      "processing (77, 96)\n",
      "processing (77, 97)\n",
      "processing (77, 98)\n",
      "processing (77, 99)\n",
      "processing (77, 100)\n",
      "processing (78, 0)\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "processing (78, 1)\n",
      "processing (78, 2)\n",
      "processing (78, 3)\n",
      "processing (78, 4)\n",
      "processing (78, 5)\n",
      "processing (78, 6)\n",
      "processing (78, 7)\n",
      "processing (78, 8)\n",
      "processing (78, 9)\n",
      "processing (78, 10)\n",
      "processing (78, 11)\n",
      "processing (78, 12)\n",
      "processing (78, 13)\n",
      "processing (78, 14)\n",
      "processing (78, 15)\n",
      "processing (78, 16)\n",
      "processing (78, 17)\n",
      "processing (78, 18)\n",
      "processing (78, 19)\n",
      "processing (78, 20)\n",
      "processing (78, 21)\n",
      "processing (78, 22)\n",
      "processing (78, 23)\n",
      "processing (78, 24)\n",
      "processing (78, 25)\n",
      "processing (78, 26)\n",
      "processing (78, 27)\n",
      "processing (78, 28)\n",
      "processing (78, 29)\n",
      "processing (78, 30)\n",
      "processing (78, 31)\n",
      "processing (78, 32)\n",
      "processing (78, 33)\n",
      "processing (78, 34)\n",
      "processing (78, 35)\n",
      "processing (78, 36)\n",
      "processing (78, 37)\n",
      "processing (78, 38)\n",
      "processing (78, 39)\n",
      "processing (78, 40)\n",
      "processing (78, 41)\n",
      "processing (78, 42)\n",
      "processing (78, 43)\n",
      "processing (78, 44)\n",
      "processing (78, 45)\n",
      "processing (78, 46)\n",
      "processing (78, 47)\n",
      "processing (78, 48)\n",
      "processing (78, 49)\n",
      "processing (78, 50)\n",
      "processing (78, 51)\n",
      "processing (78, 52)\n",
      "processing (78, 53)\n",
      "processing (78, 54)\n",
      "processing (78, 55)\n",
      "processing (78, 56)\n",
      "processing (78, 57)\n",
      "processing (78, 58)\n",
      "processing (78, 59)\n",
      "processing (78, 60)\n",
      "processing (78, 61)\n",
      "processing (78, 62)\n",
      "processing (78, 63)\n",
      "processing (78, 64)\n",
      "processing (78, 65)\n",
      "processing (78, 66)\n",
      "processing (78, 67)\n",
      "processing (78, 68)\n",
      "processing (78, 69)\n",
      "processing (78, 70)\n",
      "processing (78, 71)\n",
      "processing (78, 72)\n",
      "processing (78, 73)\n",
      "processing (78, 74)\n",
      "processing (78, 75)\n",
      "processing (78, 76)\n",
      "processing (78, 77)\n",
      "processing (78, 78)\n",
      "processing (78, 79)\n",
      "processing (78, 80)\n",
      "processing (78, 81)\n",
      "processing (78, 82)\n",
      "processing (78, 83)\n",
      "processing (78, 84)\n",
      "processing (78, 85)\n",
      "processing (78, 86)\n",
      "processing (78, 87)\n",
      "processing (78, 88)\n",
      "processing (78, 89)\n",
      "processing (78, 90)\n",
      "processing (78, 91)\n",
      "processing (78, 92)\n",
      "processing (78, 93)\n",
      "processing (78, 94)\n",
      "processing (78, 95)\n",
      "processing (78, 96)\n",
      "processing (78, 97)\n",
      "processing (78, 98)\n",
      "processing (78, 99)\n",
      "processing (78, 100)\n",
      "processing (79, 0)\n",
      "processing (79, 1)\n",
      "processing (79, 2)\n",
      "processing (79, 3)\n",
      "processing (79, 4)\n",
      "processing (79, 5)\n",
      "processing (79, 6)\n",
      "processing (79, 7)\n",
      "processing (79, 8)\n",
      "processing (79, 9)\n",
      "processing (79, 10)\n",
      "processing (79, 11)\n",
      "processing (79, 12)\n",
      "processing (79, 13)\n",
      "processing (79, 14)\n",
      "processing (79, 15)\n",
      "processing (79, 16)\n",
      "processing (79, 17)\n",
      "processing (79, 18)\n",
      "processing (79, 19)\n",
      "processing (79, 20)\n",
      "processing (79, 21)\n",
      "processing (79, 22)\n",
      "processing (79, 23)\n",
      "processing (79, 24)\n",
      "processing (79, 25)\n",
      "processing (79, 26)\n",
      "processing (79, 27)\n",
      "processing (79, 28)\n",
      "processing (79, 29)\n",
      "processing (79, 30)\n",
      "processing (79, 31)\n",
      "processing (79, 32)\n",
      "processing (79, 33)\n",
      "processing (79, 34)\n",
      "processing (79, 35)\n",
      "processing (79, 36)\n",
      "processing (79, 37)\n",
      "processing (79, 38)\n",
      "processing (79, 39)\n",
      "processing (79, 40)\n",
      "processing (79, 41)\n",
      "processing (79, 42)\n",
      "processing (79, 43)\n",
      "processing (79, 44)\n",
      "processing (79, 45)\n",
      "processing (79, 46)\n",
      "processing (79, 47)\n",
      "processing (79, 48)\n",
      "processing (79, 49)\n",
      "processing (79, 50)\n",
      "processing (79, 51)\n",
      "processing (79, 52)\n",
      "processing (79, 53)\n",
      "processing (79, 54)\n",
      "processing (79, 55)\n",
      "processing (79, 56)\n",
      "processing (79, 57)\n",
      "processing (79, 58)\n",
      "processing (79, 59)\n",
      "processing (79, 60)\n",
      "processing (79, 61)\n",
      "processing (79, 62)\n",
      "processing (79, 63)\n",
      "processing (79, 64)\n",
      "processing (79, 65)\n",
      "processing (79, 66)\n",
      "processing (79, 67)\n",
      "processing (79, 68)\n",
      "processing (79, 69)\n",
      "processing (79, 70)\n",
      "processing (79, 71)\n",
      "processing (79, 72)\n",
      "processing (79, 73)\n",
      "processing (79, 74)\n",
      "processing (79, 75)\n",
      "processing (79, 76)\n",
      "processing (79, 77)\n",
      "processing (79, 78)\n",
      "processing (79, 79)\n",
      "processing (79, 80)\n",
      "processing (79, 81)\n",
      "processing (79, 82)\n",
      "processing (79, 83)\n",
      "processing (79, 84)\n",
      "processing (79, 85)\n",
      "processing (79, 86)\n",
      "processing (79, 87)\n",
      "processing (79, 88)\n",
      "processing (79, 89)\n",
      "processing (79, 90)\n",
      "processing (79, 91)\n",
      "processing (79, 92)\n",
      "processing (79, 93)\n",
      "processing (79, 94)\n",
      "processing (79, 95)\n",
      "processing (79, 96)\n",
      "processing (79, 97)\n",
      "processing (79, 98)\n",
      "processing (79, 99)\n",
      "processing (79, 100)\n",
      "processing (80, 0)\n",
      "processing (80, 1)\n",
      "processing (80, 2)\n",
      "processing (80, 3)\n",
      "processing (80, 4)\n",
      "processing (80, 5)\n",
      "processing (80, 6)\n",
      "processing (80, 7)\n",
      "processing (80, 8)\n",
      "processing (80, 9)\n",
      "processing (80, 10)\n",
      "processing (80, 11)\n",
      "processing (80, 12)\n",
      "processing (80, 13)\n",
      "processing (80, 14)\n",
      "processing (80, 15)\n",
      "processing (80, 16)\n",
      "processing (80, 17)\n",
      "processing (80, 18)\n",
      "processing (80, 19)\n",
      "processing (80, 20)\n",
      "processing (80, 21)\n",
      "processing (80, 22)\n",
      "processing (80, 23)\n",
      "processing (80, 24)\n",
      "processing (80, 25)\n",
      "processing (80, 26)\n",
      "processing (80, 27)\n",
      "processing (80, 28)\n",
      "processing (80, 29)\n",
      "processing (80, 30)\n",
      "processing (80, 31)\n",
      "processing (80, 32)\n",
      "processing (80, 33)\n",
      "processing (80, 34)\n",
      "processing (80, 35)\n",
      "processing (80, 36)\n",
      "processing (80, 37)\n",
      "processing (80, 38)\n",
      "processing (80, 39)\n",
      "processing (80, 40)\n",
      "processing (80, 41)\n",
      "processing (80, 42)\n",
      "processing (80, 43)\n",
      "processing (80, 44)\n",
      "processing (80, 45)\n",
      "processing (80, 46)\n",
      "processing (80, 47)\n",
      "processing (80, 48)\n",
      "processing (80, 49)\n",
      "processing (80, 50)\n",
      "processing (80, 51)\n",
      "processing (80, 52)\n",
      "processing (80, 53)\n",
      "processing (80, 54)\n",
      "processing (80, 55)\n",
      "processing (80, 56)\n",
      "processing (80, 57)\n",
      "processing (80, 58)\n",
      "processing (80, 59)\n",
      "processing (80, 60)\n",
      "processing (80, 61)\n",
      "processing (80, 62)\n",
      "processing (80, 63)\n",
      "processing (80, 64)\n",
      "processing (80, 65)\n",
      "processing (80, 66)\n",
      "processing (80, 67)\n",
      "processing (80, 68)\n",
      "processing (80, 69)\n",
      "processing (80, 70)\n",
      "processing (80, 71)\n",
      "processing (80, 72)\n",
      "processing (80, 73)\n",
      "processing (80, 74)\n",
      "processing (80, 75)\n",
      "processing (80, 76)\n",
      "processing (80, 77)\n",
      "processing (80, 78)\n",
      "processing (80, 79)\n",
      "processing (80, 80)\n",
      "processing (80, 81)\n",
      "processing (80, 82)\n",
      "processing (80, 83)\n",
      "processing (80, 84)\n",
      "processing (80, 85)\n",
      "processing (80, 86)\n",
      "processing (80, 87)\n",
      "processing (80, 88)\n",
      "processing (80, 89)\n",
      "processing (80, 90)\n",
      "processing (80, 91)\n",
      "processing (80, 92)\n",
      "processing (80, 93)\n",
      "processing (80, 94)\n",
      "processing (80, 95)\n",
      "processing (80, 96)\n",
      "processing (80, 97)\n",
      "processing (80, 98)\n",
      "processing (80, 99)\n",
      "processing (80, 100)\n",
      "processing (81, 0)\n",
      "processing (81, 1)\n",
      "processing (81, 2)\n",
      "processing (81, 3)\n",
      "processing (81, 4)\n",
      "processing (81, 5)\n",
      "processing (81, 6)\n",
      "processing (81, 7)\n",
      "processing (81, 8)\n",
      "processing (81, 9)\n",
      "processing (81, 10)\n",
      "processing (81, 11)\n",
      "processing (81, 12)\n",
      "processing (81, 13)\n",
      "processing (81, 14)\n",
      "processing (81, 15)\n",
      "processing (81, 16)\n",
      "processing (81, 17)\n",
      "processing (81, 18)\n",
      "processing (81, 19)\n",
      "processing (81, 20)\n",
      "processing (81, 21)\n",
      "processing (81, 22)\n",
      "processing (81, 23)\n",
      "processing (81, 24)\n",
      "processing (81, 25)\n",
      "processing (81, 26)\n",
      "processing (81, 27)\n",
      "processing (81, 28)\n",
      "processing (81, 29)\n",
      "processing (81, 30)\n",
      "processing (81, 31)\n",
      "processing (81, 32)\n",
      "processing (81, 33)\n",
      "processing (81, 34)\n",
      "processing (81, 35)\n",
      "processing (81, 36)\n",
      "processing (81, 37)\n",
      "processing (81, 38)\n",
      "processing (81, 39)\n",
      "processing (81, 40)\n",
      "processing (81, 41)\n",
      "processing (81, 42)\n",
      "processing (81, 43)\n",
      "processing (81, 44)\n",
      "processing (81, 45)\n",
      "processing (81, 46)\n",
      "processing (81, 47)\n",
      "processing (81, 48)\n",
      "processing (81, 49)\n",
      "processing (81, 50)\n",
      "processing (81, 51)\n",
      "processing (81, 52)\n",
      "processing (81, 53)\n",
      "processing (81, 54)\n",
      "processing (81, 55)\n",
      "processing (81, 56)\n",
      "processing (81, 57)\n",
      "processing (81, 58)\n",
      "processing (81, 59)\n",
      "processing (81, 60)\n",
      "processing (81, 61)\n",
      "processing (81, 62)\n",
      "processing (81, 63)\n",
      "processing (81, 64)\n",
      "processing (81, 65)\n",
      "processing (81, 66)\n",
      "processing (81, 67)\n",
      "processing (81, 68)\n",
      "processing (81, 69)\n",
      "processing (81, 70)\n",
      "processing (81, 71)\n",
      "processing (81, 72)\n",
      "processing (81, 73)\n",
      "processing (81, 74)\n",
      "processing (81, 75)\n",
      "processing (81, 76)\n",
      "processing (81, 77)\n",
      "processing (81, 78)\n",
      "processing (81, 79)\n",
      "processing (81, 80)\n",
      "processing (81, 81)\n",
      "processing (81, 82)\n",
      "processing (81, 83)\n",
      "processing (81, 84)\n",
      "processing (81, 85)\n",
      "processing (81, 86)\n",
      "processing (81, 87)\n",
      "processing (81, 88)\n",
      "processing (81, 89)\n",
      "processing (81, 90)\n",
      "processing (81, 91)\n",
      "processing (81, 92)\n",
      "processing (81, 93)\n",
      "processing (81, 94)\n",
      "processing (81, 95)\n",
      "processing (81, 96)\n",
      "processing (81, 97)\n",
      "processing (81, 98)\n",
      "processing (81, 99)\n",
      "processing (81, 100)\n",
      "processing (82, 0)\n",
      "processing (82, 1)\n",
      "processing (82, 2)\n",
      "processing (82, 3)\n",
      "processing (82, 4)\n",
      "processing (82, 5)\n",
      "processing (82, 6)\n",
      "processing (82, 7)\n",
      "processing (82, 8)\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "processing (82, 9)\n",
      "processing (82, 10)\n",
      "processing (82, 11)\n",
      "processing (82, 12)\n",
      "processing (82, 13)\n",
      "processing (82, 14)\n",
      "processing (82, 15)\n",
      "processing (82, 16)\n",
      "processing (82, 17)\n",
      "processing (82, 18)\n",
      "processing (82, 19)\n",
      "processing (82, 20)\n",
      "processing (82, 21)\n",
      "processing (82, 22)\n",
      "processing (82, 23)\n",
      "processing (82, 24)\n",
      "processing (82, 25)\n",
      "processing (82, 26)\n",
      "processing (82, 27)\n",
      "processing (82, 28)\n",
      "processing (82, 29)\n",
      "processing (82, 30)\n",
      "processing (82, 31)\n",
      "processing (82, 32)\n",
      "processing (82, 33)\n",
      "processing (82, 34)\n",
      "processing (82, 35)\n",
      "processing (82, 36)\n",
      "processing (82, 37)\n",
      "processing (82, 38)\n",
      "processing (82, 39)\n",
      "processing (82, 40)\n",
      "processing (82, 41)\n",
      "processing (82, 42)\n",
      "processing (82, 43)\n",
      "processing (82, 44)\n",
      "processing (82, 45)\n",
      "processing (82, 46)\n",
      "processing (82, 47)\n",
      "processing (82, 48)\n",
      "processing (82, 49)\n",
      "processing (82, 50)\n",
      "processing (82, 51)\n",
      "processing (82, 52)\n",
      "processing (82, 53)\n",
      "processing (82, 54)\n",
      "processing (82, 55)\n",
      "processing (82, 56)\n",
      "processing (82, 57)\n",
      "processing (82, 58)\n",
      "processing (82, 59)\n",
      "processing (82, 60)\n",
      "processing (82, 61)\n",
      "processing (82, 62)\n",
      "processing (82, 63)\n",
      "processing (82, 64)\n",
      "processing (82, 65)\n",
      "processing (82, 66)\n",
      "processing (82, 67)\n",
      "processing (82, 68)\n",
      "processing (82, 69)\n",
      "processing (82, 70)\n",
      "processing (82, 71)\n",
      "processing (82, 72)\n",
      "processing (82, 73)\n",
      "processing (82, 74)\n",
      "processing (82, 75)\n",
      "processing (82, 76)\n",
      "processing (82, 77)\n",
      "processing (82, 78)\n",
      "processing (82, 79)\n",
      "processing (82, 80)\n",
      "processing (82, 81)\n",
      "processing (82, 82)\n",
      "processing (82, 83)\n",
      "processing (82, 84)\n",
      "processing (82, 85)\n",
      "processing (82, 86)\n",
      "processing (82, 87)\n",
      "processing (82, 88)\n",
      "processing (82, 89)\n",
      "processing (82, 90)\n",
      "processing (82, 91)\n",
      "processing (82, 92)\n",
      "processing (82, 93)\n",
      "processing (82, 94)\n",
      "processing (82, 95)\n",
      "processing (82, 96)\n",
      "processing (82, 97)\n",
      "processing (82, 98)\n",
      "processing (82, 99)\n",
      "processing (82, 100)\n",
      "processing (83, 0)\n",
      "processing (83, 1)\n",
      "processing (83, 2)\n",
      "processing (83, 3)\n",
      "processing (83, 4)\n",
      "processing (83, 5)\n",
      "processing (83, 6)\n",
      "processing (83, 7)\n",
      "processing (83, 8)\n",
      "processing (83, 9)\n",
      "processing (83, 10)\n",
      "processing (83, 11)\n",
      "processing (83, 12)\n",
      "processing (83, 13)\n",
      "processing (83, 14)\n",
      "processing (83, 15)\n",
      "processing (83, 16)\n",
      "processing (83, 17)\n",
      "processing (83, 18)\n",
      "processing (83, 19)\n",
      "processing (83, 20)\n",
      "processing (83, 21)\n",
      "processing (83, 22)\n",
      "processing (83, 23)\n",
      "processing (83, 24)\n",
      "processing (83, 25)\n",
      "processing (83, 26)\n",
      "processing (83, 27)\n",
      "processing (83, 28)\n",
      "processing (83, 29)\n",
      "processing (83, 30)\n",
      "processing (83, 31)\n",
      "processing (83, 32)\n",
      "processing (83, 33)\n",
      "processing (83, 34)\n",
      "processing (83, 35)\n",
      "processing (83, 36)\n",
      "processing (83, 37)\n",
      "processing (83, 38)\n",
      "processing (83, 39)\n",
      "processing (83, 40)\n",
      "processing (83, 41)\n",
      "processing (83, 42)\n",
      "processing (83, 43)\n",
      "processing (83, 44)\n",
      "processing (83, 45)\n",
      "processing (83, 46)\n",
      "processing (83, 47)\n",
      "processing (83, 48)\n",
      "processing (83, 49)\n",
      "processing (83, 50)\n",
      "processing (83, 51)\n",
      "processing (83, 52)\n",
      "processing (83, 53)\n",
      "processing (83, 54)\n",
      "processing (83, 55)\n",
      "processing (83, 56)\n",
      "processing (83, 57)\n",
      "processing (83, 58)\n",
      "processing (83, 59)\n",
      "processing (83, 60)\n",
      "processing (83, 61)\n",
      "processing (83, 62)\n",
      "processing (83, 63)\n",
      "processing (83, 64)\n",
      "processing (83, 65)\n",
      "processing (83, 66)\n",
      "processing (83, 67)\n",
      "processing (83, 68)\n",
      "processing (83, 69)\n",
      "processing (83, 70)\n",
      "processing (83, 71)\n",
      "processing (83, 72)\n",
      "processing (83, 73)\n",
      "processing (83, 74)\n",
      "processing (83, 75)\n",
      "processing (83, 76)\n",
      "processing (83, 77)\n",
      "processing (83, 78)\n",
      "processing (83, 79)\n",
      "processing (83, 80)\n",
      "processing (83, 81)\n",
      "processing (83, 82)\n",
      "processing (83, 83)\n",
      "processing (83, 84)\n",
      "processing (83, 85)\n",
      "processing (83, 86)\n",
      "processing (83, 87)\n",
      "processing (83, 88)\n",
      "processing (83, 89)\n",
      "processing (83, 90)\n",
      "processing (83, 91)\n",
      "processing (83, 92)\n",
      "processing (83, 93)\n",
      "processing (83, 94)\n",
      "processing (83, 95)\n",
      "processing (83, 96)\n",
      "processing (83, 97)\n",
      "processing (83, 98)\n",
      "processing (83, 99)\n",
      "processing (83, 100)\n",
      "processing (84, 0)\n",
      "processing (84, 1)\n",
      "processing (84, 2)\n",
      "processing (84, 3)\n",
      "processing (84, 4)\n",
      "processing (84, 5)\n",
      "processing (84, 6)\n",
      "processing (84, 7)\n",
      "processing (84, 8)\n",
      "processing (84, 9)\n",
      "processing (84, 10)\n",
      "processing (84, 11)\n",
      "processing (84, 12)\n",
      "processing (84, 13)\n",
      "processing (84, 14)\n",
      "processing (84, 15)\n",
      "processing (84, 16)\n",
      "processing (84, 17)\n",
      "processing (84, 18)\n",
      "processing (84, 19)\n",
      "processing (84, 20)\n",
      "processing (84, 21)\n",
      "processing (84, 22)\n",
      "processing (84, 23)\n",
      "processing (84, 24)\n",
      "processing (84, 25)\n",
      "processing (84, 26)\n",
      "processing (84, 27)\n",
      "processing (84, 28)\n",
      "processing (84, 29)\n",
      "processing (84, 30)\n",
      "processing (84, 31)\n",
      "processing (84, 32)\n",
      "processing (84, 33)\n",
      "processing (84, 34)\n",
      "processing (84, 35)\n",
      "processing (84, 36)\n",
      "processing (84, 37)\n",
      "processing (84, 38)\n",
      "processing (84, 39)\n",
      "processing (84, 40)\n",
      "processing (84, 41)\n",
      "processing (84, 42)\n",
      "processing (84, 43)\n",
      "processing (84, 44)\n",
      "processing (84, 45)\n",
      "processing (84, 46)\n",
      "processing (84, 47)\n",
      "processing (84, 48)\n",
      "processing (84, 49)\n",
      "processing (84, 50)\n",
      "processing (84, 51)\n",
      "processing (84, 52)\n",
      "processing (84, 53)\n",
      "processing (84, 54)\n",
      "processing (84, 55)\n",
      "processing (84, 56)\n",
      "processing (84, 57)\n",
      "processing (84, 58)\n",
      "processing (84, 59)\n",
      "processing (84, 60)\n",
      "processing (84, 61)\n",
      "processing (84, 62)\n",
      "processing (84, 63)\n",
      "processing (84, 64)\n",
      "processing (84, 65)\n",
      "processing (84, 66)\n",
      "processing (84, 67)\n",
      "processing (84, 68)\n",
      "processing (84, 69)\n",
      "processing (84, 70)\n",
      "processing (84, 71)\n",
      "processing (84, 72)\n",
      "processing (84, 73)\n",
      "processing (84, 74)\n",
      "processing (84, 75)\n",
      "processing (84, 76)\n",
      "processing (84, 77)\n",
      "processing (84, 78)\n",
      "processing (84, 79)\n",
      "processing (84, 80)\n",
      "processing (84, 81)\n",
      "processing (84, 82)\n",
      "processing (84, 83)\n",
      "processing (84, 84)\n",
      "processing (84, 85)\n",
      "processing (84, 86)\n",
      "processing (84, 87)\n",
      "processing (84, 88)\n",
      "processing (84, 89)\n",
      "processing (84, 90)\n",
      "processing (84, 91)\n",
      "processing (84, 92)\n",
      "processing (84, 93)\n",
      "processing (84, 94)\n",
      "processing (84, 95)\n",
      "processing (84, 96)\n",
      "processing (84, 97)\n",
      "processing (84, 98)\n",
      "processing (84, 99)\n",
      "processing (84, 100)\n",
      "processing (85, 0)\n",
      "processing (85, 1)\n",
      "processing (85, 2)\n",
      "processing (85, 3)\n",
      "processing (85, 4)\n",
      "processing (85, 5)\n",
      "processing (85, 6)\n",
      "processing (85, 7)\n",
      "processing (85, 8)\n",
      "processing (85, 9)\n",
      "processing (85, 10)\n",
      "processing (85, 11)\n",
      "processing (85, 12)\n",
      "processing (85, 13)\n",
      "processing (85, 14)\n",
      "processing (85, 15)\n",
      "processing (85, 16)\n",
      "processing (85, 17)\n",
      "processing (85, 18)\n",
      "processing (85, 19)\n",
      "processing (85, 20)\n",
      "processing (85, 21)\n",
      "processing (85, 22)\n",
      "processing (85, 23)\n",
      "processing (85, 24)\n",
      "processing (85, 25)\n",
      "processing (85, 26)\n",
      "processing (85, 27)\n",
      "processing (85, 28)\n",
      "processing (85, 29)\n",
      "processing (85, 30)\n",
      "processing (85, 31)\n",
      "processing (85, 32)\n",
      "processing (85, 33)\n",
      "processing (85, 34)\n",
      "processing (85, 35)\n",
      "processing (85, 36)\n",
      "processing (85, 37)\n",
      "processing (85, 38)\n",
      "processing (85, 39)\n",
      "processing (85, 40)\n",
      "processing (85, 41)\n",
      "processing (85, 42)\n",
      "processing (85, 43)\n",
      "processing (85, 44)\n",
      "processing (85, 45)\n",
      "processing (85, 46)\n",
      "processing (85, 47)\n",
      "processing (85, 48)\n",
      "processing (85, 49)\n",
      "processing (85, 50)\n",
      "processing (85, 51)\n",
      "processing (85, 52)\n",
      "processing (85, 53)\n",
      "processing (85, 54)\n",
      "processing (85, 55)\n",
      "processing (85, 56)\n",
      "processing (85, 57)\n",
      "processing (85, 58)\n",
      "processing (85, 59)\n",
      "processing (85, 60)\n",
      "processing (85, 61)\n",
      "processing (85, 62)\n",
      "processing (85, 63)\n",
      "processing (85, 64)\n",
      "processing (85, 65)\n",
      "processing (85, 66)\n",
      "processing (85, 67)\n",
      "processing (85, 68)\n",
      "processing (85, 69)\n",
      "processing (85, 70)\n",
      "processing (85, 71)\n",
      "processing (85, 72)\n",
      "processing (85, 73)\n",
      "processing (85, 74)\n",
      "processing (85, 75)\n",
      "processing (85, 76)\n",
      "processing (85, 77)\n",
      "processing (85, 78)\n",
      "processing (85, 79)\n",
      "processing (85, 80)\n",
      "processing (85, 81)\n",
      "processing (85, 82)\n",
      "processing (85, 83)\n",
      "processing (85, 84)\n",
      "processing (85, 85)\n",
      "processing (85, 86)\n",
      "processing (85, 87)\n",
      "processing (85, 88)\n",
      "processing (85, 89)\n",
      "processing (85, 90)\n",
      "processing (85, 91)\n",
      "processing (85, 92)\n",
      "processing (85, 93)\n",
      "processing (85, 94)\n",
      "processing (85, 95)\n",
      "processing (85, 96)\n",
      "processing (85, 97)\n",
      "processing (85, 98)\n",
      "processing (85, 99)\n",
      "processing (85, 100)\n",
      "processing (86, 0)\n",
      "processing (86, 1)\n",
      "processing (86, 2)\n",
      "processing (86, 3)\n",
      "processing (86, 4)\n",
      "processing (86, 5)\n",
      "processing (86, 6)\n",
      "processing (86, 7)\n",
      "processing (86, 8)\n",
      "processing (86, 9)\n",
      "processing (86, 10)\n",
      "processing (86, 11)\n",
      "processing (86, 12)\n",
      "processing (86, 13)\n",
      "processing (86, 14)\n",
      "processing (86, 15)\n",
      "processing (86, 16)\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "processing (86, 17)\n",
      "processing (86, 18)\n",
      "processing (86, 19)\n",
      "processing (86, 20)\n",
      "processing (86, 21)\n",
      "processing (86, 22)\n",
      "processing (86, 23)\n",
      "processing (86, 24)\n",
      "processing (86, 25)\n",
      "processing (86, 26)\n",
      "processing (86, 27)\n",
      "processing (86, 28)\n",
      "processing (86, 29)\n",
      "processing (86, 30)\n",
      "processing (86, 31)\n",
      "processing (86, 32)\n",
      "processing (86, 33)\n",
      "processing (86, 34)\n",
      "processing (86, 35)\n",
      "processing (86, 36)\n",
      "processing (86, 37)\n",
      "processing (86, 38)\n",
      "processing (86, 39)\n",
      "processing (86, 40)\n",
      "processing (86, 41)\n",
      "processing (86, 42)\n",
      "processing (86, 43)\n",
      "processing (86, 44)\n",
      "processing (86, 45)\n",
      "processing (86, 46)\n",
      "processing (86, 47)\n",
      "processing (86, 48)\n",
      "processing (86, 49)\n",
      "processing (86, 50)\n",
      "processing (86, 51)\n",
      "processing (86, 52)\n",
      "processing (86, 53)\n",
      "processing (86, 54)\n",
      "processing (86, 55)\n",
      "processing (86, 56)\n",
      "processing (86, 57)\n",
      "processing (86, 58)\n",
      "processing (86, 59)\n",
      "processing (86, 60)\n",
      "processing (86, 61)\n",
      "processing (86, 62)\n",
      "processing (86, 63)\n",
      "processing (86, 64)\n",
      "processing (86, 65)\n",
      "processing (86, 66)\n",
      "processing (86, 67)\n",
      "processing (86, 68)\n",
      "processing (86, 69)\n",
      "processing (86, 70)\n",
      "processing (86, 71)\n",
      "processing (86, 72)\n",
      "processing (86, 73)\n",
      "processing (86, 74)\n",
      "processing (86, 75)\n",
      "processing (86, 76)\n",
      "processing (86, 77)\n",
      "processing (86, 78)\n",
      "processing (86, 79)\n",
      "processing (86, 80)\n",
      "processing (86, 81)\n",
      "processing (86, 82)\n",
      "processing (86, 83)\n",
      "processing (86, 84)\n",
      "processing (86, 85)\n",
      "processing (86, 86)\n",
      "processing (86, 87)\n",
      "processing (86, 88)\n",
      "processing (86, 89)\n",
      "processing (86, 90)\n",
      "processing (86, 91)\n",
      "processing (86, 92)\n",
      "processing (86, 93)\n",
      "processing (86, 94)\n",
      "processing (86, 95)\n",
      "processing (86, 96)\n",
      "processing (86, 97)\n",
      "processing (86, 98)\n",
      "processing (86, 99)\n",
      "processing (86, 100)\n",
      "processing (87, 0)\n",
      "processing (87, 1)\n",
      "processing (87, 2)\n",
      "processing (87, 3)\n",
      "processing (87, 4)\n",
      "processing (87, 5)\n",
      "processing (87, 6)\n",
      "processing (87, 7)\n",
      "processing (87, 8)\n",
      "processing (87, 9)\n",
      "processing (87, 10)\n",
      "processing (87, 11)\n",
      "processing (87, 12)\n",
      "processing (87, 13)\n",
      "processing (87, 14)\n",
      "processing (87, 15)\n",
      "processing (87, 16)\n",
      "processing (87, 17)\n",
      "processing (87, 18)\n",
      "processing (87, 19)\n",
      "processing (87, 20)\n",
      "processing (87, 21)\n",
      "processing (87, 22)\n",
      "processing (87, 23)\n",
      "processing (87, 24)\n",
      "processing (87, 25)\n",
      "processing (87, 26)\n",
      "processing (87, 27)\n",
      "processing (87, 28)\n",
      "processing (87, 29)\n",
      "processing (87, 30)\n",
      "processing (87, 31)\n",
      "processing (87, 32)\n",
      "processing (87, 33)\n",
      "processing (87, 34)\n",
      "processing (87, 35)\n",
      "processing (87, 36)\n",
      "processing (87, 37)\n",
      "processing (87, 38)\n",
      "processing (87, 39)\n",
      "processing (87, 40)\n",
      "processing (87, 41)\n",
      "processing (87, 42)\n",
      "processing (87, 43)\n",
      "processing (87, 44)\n",
      "processing (87, 45)\n",
      "processing (87, 46)\n",
      "processing (87, 47)\n",
      "processing (87, 48)\n",
      "processing (87, 49)\n",
      "processing (87, 50)\n",
      "processing (87, 51)\n",
      "processing (87, 52)\n",
      "processing (87, 53)\n",
      "processing (87, 54)\n",
      "processing (87, 55)\n",
      "processing (87, 56)\n",
      "processing (87, 57)\n",
      "processing (87, 58)\n",
      "processing (87, 59)\n",
      "processing (87, 60)\n",
      "processing (87, 61)\n",
      "processing (87, 62)\n",
      "processing (87, 63)\n",
      "processing (87, 64)\n",
      "processing (87, 65)\n",
      "processing (87, 66)\n",
      "processing (87, 67)\n",
      "processing (87, 68)\n",
      "processing (87, 69)\n",
      "processing (87, 70)\n",
      "processing (87, 71)\n",
      "processing (87, 72)\n",
      "processing (87, 73)\n",
      "processing (87, 74)\n",
      "processing (87, 75)\n",
      "processing (87, 76)\n",
      "processing (87, 77)\n",
      "processing (87, 78)\n",
      "processing (87, 79)\n",
      "processing (87, 80)\n",
      "processing (87, 81)\n",
      "processing (87, 82)\n",
      "processing (87, 83)\n",
      "processing (87, 84)\n",
      "processing (87, 85)\n",
      "processing (87, 86)\n",
      "processing (87, 87)\n",
      "processing (87, 88)\n",
      "processing (87, 89)\n",
      "processing (87, 90)\n",
      "processing (87, 91)\n",
      "processing (87, 92)\n",
      "processing (87, 93)\n",
      "processing (87, 94)\n",
      "processing (87, 95)\n",
      "processing (87, 96)\n",
      "processing (87, 97)\n",
      "processing (87, 98)\n",
      "processing (87, 99)\n",
      "processing (87, 100)\n",
      "processing (88, 0)\n",
      "processing (88, 1)\n",
      "processing (88, 2)\n",
      "processing (88, 3)\n",
      "processing (88, 4)\n",
      "processing (88, 5)\n",
      "processing (88, 6)\n",
      "processing (88, 7)\n",
      "processing (88, 8)\n",
      "processing (88, 9)\n",
      "processing (88, 10)\n",
      "processing (88, 11)\n",
      "processing (88, 12)\n",
      "processing (88, 13)\n",
      "processing (88, 14)\n",
      "processing (88, 15)\n",
      "processing (88, 16)\n",
      "processing (88, 17)\n",
      "processing (88, 18)\n",
      "processing (88, 19)\n",
      "processing (88, 20)\n",
      "processing (88, 21)\n",
      "processing (88, 22)\n",
      "processing (88, 23)\n",
      "processing (88, 24)\n",
      "processing (88, 25)\n",
      "processing (88, 26)\n",
      "processing (88, 27)\n",
      "processing (88, 28)\n",
      "processing (88, 29)\n",
      "processing (88, 30)\n",
      "processing (88, 31)\n",
      "processing (88, 32)\n",
      "processing (88, 33)\n",
      "processing (88, 34)\n",
      "processing (88, 35)\n",
      "processing (88, 36)\n",
      "processing (88, 37)\n",
      "processing (88, 38)\n",
      "processing (88, 39)\n",
      "processing (88, 40)\n",
      "processing (88, 41)\n",
      "processing (88, 42)\n",
      "processing (88, 43)\n",
      "processing (88, 44)\n",
      "processing (88, 45)\n",
      "processing (88, 46)\n",
      "processing (88, 47)\n",
      "processing (88, 48)\n",
      "processing (88, 49)\n",
      "processing (88, 50)\n",
      "processing (88, 51)\n",
      "processing (88, 52)\n",
      "processing (88, 53)\n",
      "processing (88, 54)\n",
      "processing (88, 55)\n",
      "processing (88, 56)\n",
      "processing (88, 57)\n",
      "processing (88, 58)\n",
      "processing (88, 59)\n",
      "processing (88, 60)\n",
      "processing (88, 61)\n",
      "processing (88, 62)\n",
      "processing (88, 63)\n",
      "processing (88, 64)\n",
      "processing (88, 65)\n",
      "processing (88, 66)\n",
      "processing (88, 67)\n",
      "processing (88, 68)\n",
      "processing (88, 69)\n",
      "processing (88, 70)\n",
      "processing (88, 71)\n",
      "processing (88, 72)\n",
      "processing (88, 73)\n",
      "processing (88, 74)\n",
      "processing (88, 75)\n",
      "processing (88, 76)\n",
      "processing (88, 77)\n",
      "processing (88, 78)\n",
      "processing (88, 79)\n",
      "processing (88, 80)\n",
      "processing (88, 81)\n",
      "processing (88, 82)\n",
      "processing (88, 83)\n",
      "processing (88, 84)\n",
      "processing (88, 85)\n",
      "processing (88, 86)\n",
      "processing (88, 87)\n",
      "processing (88, 88)\n",
      "processing (88, 89)\n",
      "processing (88, 90)\n",
      "processing (88, 91)\n",
      "processing (88, 92)\n",
      "processing (88, 93)\n",
      "processing (88, 94)\n",
      "processing (88, 95)\n",
      "processing (88, 96)\n",
      "processing (88, 97)\n",
      "processing (88, 98)\n",
      "processing (88, 99)\n",
      "processing (88, 100)\n",
      "processing (89, 0)\n",
      "processing (89, 1)\n",
      "processing (89, 2)\n",
      "processing (89, 3)\n",
      "processing (89, 4)\n",
      "processing (89, 5)\n",
      "processing (89, 6)\n",
      "processing (89, 7)\n",
      "processing (89, 8)\n",
      "processing (89, 9)\n",
      "processing (89, 10)\n",
      "processing (89, 11)\n",
      "processing (89, 12)\n",
      "processing (89, 13)\n",
      "processing (89, 14)\n",
      "processing (89, 15)\n",
      "processing (89, 16)\n",
      "processing (89, 17)\n",
      "processing (89, 18)\n",
      "processing (89, 19)\n",
      "processing (89, 20)\n",
      "processing (89, 21)\n",
      "processing (89, 22)\n",
      "processing (89, 23)\n",
      "processing (89, 24)\n",
      "processing (89, 25)\n",
      "processing (89, 26)\n",
      "processing (89, 27)\n",
      "processing (89, 28)\n",
      "processing (89, 29)\n",
      "processing (89, 30)\n",
      "processing (89, 31)\n",
      "processing (89, 32)\n",
      "processing (89, 33)\n",
      "processing (89, 34)\n",
      "processing (89, 35)\n",
      "processing (89, 36)\n",
      "processing (89, 37)\n",
      "processing (89, 38)\n",
      "processing (89, 39)\n",
      "processing (89, 40)\n",
      "processing (89, 41)\n",
      "processing (89, 42)\n",
      "processing (89, 43)\n",
      "processing (89, 44)\n",
      "processing (89, 45)\n",
      "processing (89, 46)\n",
      "processing (89, 47)\n",
      "processing (89, 48)\n",
      "processing (89, 49)\n",
      "processing (89, 50)\n",
      "processing (89, 51)\n",
      "processing (89, 52)\n",
      "processing (89, 53)\n",
      "processing (89, 54)\n",
      "processing (89, 55)\n",
      "processing (89, 56)\n",
      "processing (89, 57)\n",
      "processing (89, 58)\n",
      "processing (89, 59)\n",
      "processing (89, 60)\n",
      "processing (89, 61)\n",
      "processing (89, 62)\n",
      "processing (89, 63)\n",
      "processing (89, 64)\n",
      "processing (89, 65)\n",
      "processing (89, 66)\n",
      "processing (89, 67)\n",
      "processing (89, 68)\n",
      "processing (89, 69)\n",
      "processing (89, 70)\n",
      "processing (89, 71)\n",
      "processing (89, 72)\n",
      "processing (89, 73)\n",
      "processing (89, 74)\n",
      "processing (89, 75)\n",
      "processing (89, 76)\n",
      "processing (89, 77)\n",
      "processing (89, 78)\n",
      "processing (89, 79)\n",
      "processing (89, 80)\n",
      "processing (89, 81)\n",
      "processing (89, 82)\n",
      "processing (89, 83)\n",
      "processing (89, 84)\n",
      "processing (89, 85)\n",
      "processing (89, 86)\n",
      "processing (89, 87)\n",
      "processing (89, 88)\n",
      "processing (89, 89)\n",
      "processing (89, 90)\n",
      "processing (89, 91)\n",
      "processing (89, 92)\n",
      "processing (89, 93)\n",
      "processing (89, 94)\n",
      "processing (89, 95)\n",
      "processing (89, 96)\n",
      "processing (89, 97)\n",
      "processing (89, 98)\n",
      "processing (89, 99)\n",
      "processing (89, 100)\n",
      "processing (90, 0)\n",
      "processing (90, 1)\n",
      "processing (90, 2)\n",
      "processing (90, 3)\n",
      "processing (90, 4)\n",
      "processing (90, 5)\n",
      "processing (90, 6)\n",
      "processing (90, 7)\n",
      "processing (90, 8)\n",
      "processing (90, 9)\n",
      "processing (90, 10)\n",
      "processing (90, 11)\n",
      "processing (90, 12)\n",
      "processing (90, 13)\n",
      "processing (90, 14)\n",
      "processing (90, 15)\n",
      "processing (90, 16)\n",
      "processing (90, 17)\n",
      "processing (90, 18)\n",
      "processing (90, 19)\n",
      "processing (90, 20)\n",
      "processing (90, 21)\n",
      "processing (90, 22)\n",
      "processing (90, 23)\n",
      "processing (90, 24)\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "processing (90, 25)\n",
      "processing (90, 26)\n",
      "processing (90, 27)\n",
      "processing (90, 28)\n",
      "processing (90, 29)\n",
      "processing (90, 30)\n",
      "processing (90, 31)\n",
      "processing (90, 32)\n",
      "processing (90, 33)\n",
      "processing (90, 34)\n",
      "processing (90, 35)\n",
      "processing (90, 36)\n",
      "processing (90, 37)\n",
      "processing (90, 38)\n",
      "processing (90, 39)\n",
      "processing (90, 40)\n",
      "processing (90, 41)\n",
      "processing (90, 42)\n",
      "processing (90, 43)\n",
      "processing (90, 44)\n",
      "processing (90, 45)\n",
      "processing (90, 46)\n",
      "processing (90, 47)\n",
      "processing (90, 48)\n",
      "processing (90, 49)\n",
      "processing (90, 50)\n",
      "processing (90, 51)\n",
      "processing (90, 52)\n",
      "processing (90, 53)\n",
      "processing (90, 54)\n",
      "processing (90, 55)\n",
      "processing (90, 56)\n",
      "processing (90, 57)\n",
      "processing (90, 58)\n",
      "processing (90, 59)\n",
      "processing (90, 60)\n",
      "processing (90, 61)\n",
      "processing (90, 62)\n",
      "processing (90, 63)\n",
      "processing (90, 64)\n",
      "processing (90, 65)\n",
      "processing (90, 66)\n",
      "processing (90, 67)\n",
      "processing (90, 68)\n",
      "processing (90, 69)\n",
      "processing (90, 70)\n",
      "processing (90, 71)\n",
      "processing (90, 72)\n",
      "processing (90, 73)\n",
      "processing (90, 74)\n",
      "processing (90, 75)\n",
      "processing (90, 76)\n",
      "processing (90, 77)\n",
      "processing (90, 78)\n",
      "processing (90, 79)\n",
      "processing (90, 80)\n",
      "processing (90, 81)\n",
      "processing (90, 82)\n",
      "processing (90, 83)\n",
      "processing (90, 84)\n",
      "processing (90, 85)\n",
      "processing (90, 86)\n",
      "processing (90, 87)\n",
      "processing (90, 88)\n",
      "processing (90, 89)\n",
      "processing (90, 90)\n",
      "processing (90, 91)\n",
      "processing (90, 92)\n",
      "processing (90, 93)\n",
      "processing (90, 94)\n",
      "processing (90, 95)\n",
      "processing (90, 96)\n",
      "processing (90, 97)\n",
      "processing (90, 98)\n",
      "processing (90, 99)\n",
      "processing (90, 100)\n",
      "processing (91, 0)\n",
      "processing (91, 1)\n",
      "processing (91, 2)\n",
      "processing (91, 3)\n",
      "processing (91, 4)\n",
      "processing (91, 5)\n",
      "processing (91, 6)\n",
      "processing (91, 7)\n",
      "processing (91, 8)\n",
      "processing (91, 9)\n",
      "processing (91, 10)\n",
      "processing (91, 11)\n",
      "processing (91, 12)\n",
      "processing (91, 13)\n",
      "processing (91, 14)\n",
      "processing (91, 15)\n",
      "processing (91, 16)\n",
      "processing (91, 17)\n",
      "processing (91, 18)\n",
      "processing (91, 19)\n",
      "processing (91, 20)\n",
      "processing (91, 21)\n",
      "processing (91, 22)\n",
      "processing (91, 23)\n",
      "processing (91, 24)\n",
      "processing (91, 25)\n",
      "processing (91, 26)\n",
      "processing (91, 27)\n",
      "processing (91, 28)\n",
      "processing (91, 29)\n",
      "processing (91, 30)\n",
      "processing (91, 31)\n",
      "processing (91, 32)\n",
      "processing (91, 33)\n",
      "processing (91, 34)\n",
      "processing (91, 35)\n",
      "processing (91, 36)\n",
      "processing (91, 37)\n",
      "processing (91, 38)\n",
      "processing (91, 39)\n",
      "processing (91, 40)\n",
      "processing (91, 41)\n",
      "processing (91, 42)\n",
      "processing (91, 43)\n",
      "processing (91, 44)\n",
      "processing (91, 45)\n",
      "processing (91, 46)\n",
      "processing (91, 47)\n",
      "processing (91, 48)\n",
      "processing (91, 49)\n",
      "processing (91, 50)\n",
      "processing (91, 51)\n",
      "processing (91, 52)\n",
      "processing (91, 53)\n",
      "processing (91, 54)\n",
      "processing (91, 55)\n",
      "processing (91, 56)\n",
      "processing (91, 57)\n",
      "processing (91, 58)\n",
      "processing (91, 59)\n",
      "processing (91, 60)\n",
      "processing (91, 61)\n",
      "processing (91, 62)\n",
      "processing (91, 63)\n",
      "processing (91, 64)\n",
      "processing (91, 65)\n",
      "processing (91, 66)\n",
      "processing (91, 67)\n",
      "processing (91, 68)\n",
      "processing (91, 69)\n",
      "processing (91, 70)\n",
      "processing (91, 71)\n",
      "processing (91, 72)\n",
      "processing (91, 73)\n",
      "processing (91, 74)\n",
      "processing (91, 75)\n",
      "processing (91, 76)\n",
      "processing (91, 77)\n",
      "processing (91, 78)\n",
      "processing (91, 79)\n",
      "processing (91, 80)\n",
      "processing (91, 81)\n",
      "processing (91, 82)\n",
      "processing (91, 83)\n",
      "processing (91, 84)\n",
      "processing (91, 85)\n",
      "processing (91, 86)\n",
      "processing (91, 87)\n",
      "processing (91, 88)\n",
      "processing (91, 89)\n",
      "processing (91, 90)\n",
      "processing (91, 91)\n",
      "processing (91, 92)\n",
      "processing (91, 93)\n",
      "processing (91, 94)\n",
      "processing (91, 95)\n",
      "processing (91, 96)\n",
      "processing (91, 97)\n",
      "processing (91, 98)\n",
      "processing (91, 99)\n",
      "processing (91, 100)\n",
      "processing (92, 0)\n",
      "processing (92, 1)\n",
      "processing (92, 2)\n",
      "processing (92, 3)\n",
      "processing (92, 4)\n",
      "processing (92, 5)\n",
      "processing (92, 6)\n",
      "processing (92, 7)\n",
      "processing (92, 8)\n",
      "processing (92, 9)\n",
      "processing (92, 10)\n",
      "processing (92, 11)\n",
      "processing (92, 12)\n",
      "processing (92, 13)\n",
      "processing (92, 14)\n",
      "processing (92, 15)\n",
      "processing (92, 16)\n",
      "processing (92, 17)\n",
      "processing (92, 18)\n",
      "processing (92, 19)\n",
      "processing (92, 20)\n",
      "processing (92, 21)\n",
      "processing (92, 22)\n",
      "processing (92, 23)\n",
      "processing (92, 24)\n",
      "processing (92, 25)\n",
      "processing (92, 26)\n",
      "processing (92, 27)\n",
      "processing (92, 28)\n",
      "processing (92, 29)\n",
      "processing (92, 30)\n",
      "processing (92, 31)\n",
      "processing (92, 32)\n",
      "processing (92, 33)\n",
      "processing (92, 34)\n",
      "processing (92, 35)\n",
      "processing (92, 36)\n",
      "processing (92, 37)\n",
      "processing (92, 38)\n",
      "processing (92, 39)\n",
      "processing (92, 40)\n",
      "processing (92, 41)\n",
      "processing (92, 42)\n",
      "processing (92, 43)\n",
      "processing (92, 44)\n",
      "processing (92, 45)\n",
      "processing (92, 46)\n",
      "processing (92, 47)\n",
      "processing (92, 48)\n",
      "processing (92, 49)\n",
      "processing (92, 50)\n",
      "processing (92, 51)\n",
      "processing (92, 52)\n",
      "processing (92, 53)\n",
      "processing (92, 54)\n",
      "processing (92, 55)\n",
      "processing (92, 56)\n",
      "processing (92, 57)\n",
      "processing (92, 58)\n",
      "processing (92, 59)\n",
      "processing (92, 60)\n",
      "processing (92, 61)\n",
      "processing (92, 62)\n",
      "processing (92, 63)\n",
      "processing (92, 64)\n",
      "processing (92, 65)\n",
      "processing (92, 66)\n",
      "processing (92, 67)\n",
      "processing (92, 68)\n",
      "processing (92, 69)\n",
      "processing (92, 70)\n",
      "processing (92, 71)\n",
      "processing (92, 72)\n",
      "processing (92, 73)\n",
      "processing (92, 74)\n",
      "processing (92, 75)\n",
      "processing (92, 76)\n",
      "processing (92, 77)\n",
      "processing (92, 78)\n",
      "processing (92, 79)\n",
      "processing (92, 80)\n",
      "processing (92, 81)\n",
      "processing (92, 82)\n",
      "processing (92, 83)\n",
      "processing (92, 84)\n",
      "processing (92, 85)\n",
      "processing (92, 86)\n",
      "processing (92, 87)\n",
      "processing (92, 88)\n",
      "processing (92, 89)\n",
      "processing (92, 90)\n",
      "processing (92, 91)\n",
      "processing (92, 92)\n",
      "processing (92, 93)\n",
      "processing (92, 94)\n",
      "processing (92, 95)\n",
      "processing (92, 96)\n",
      "processing (92, 97)\n",
      "processing (92, 98)\n",
      "processing (92, 99)\n",
      "processing (92, 100)\n",
      "processing (93, 0)\n",
      "processing (93, 1)\n",
      "processing (93, 2)\n",
      "processing (93, 3)\n",
      "processing (93, 4)\n",
      "processing (93, 5)\n",
      "processing (93, 6)\n",
      "processing (93, 7)\n",
      "processing (93, 8)\n",
      "processing (93, 9)\n",
      "processing (93, 10)\n",
      "processing (93, 11)\n",
      "processing (93, 12)\n",
      "processing (93, 13)\n",
      "processing (93, 14)\n",
      "processing (93, 15)\n",
      "processing (93, 16)\n",
      "processing (93, 17)\n",
      "processing (93, 18)\n",
      "processing (93, 19)\n",
      "processing (93, 20)\n",
      "processing (93, 21)\n",
      "processing (93, 22)\n",
      "processing (93, 23)\n",
      "processing (93, 24)\n",
      "processing (93, 25)\n",
      "processing (93, 26)\n",
      "processing (93, 27)\n",
      "processing (93, 28)\n",
      "processing (93, 29)\n",
      "processing (93, 30)\n",
      "processing (93, 31)\n",
      "processing (93, 32)\n",
      "processing (93, 33)\n",
      "processing (93, 34)\n",
      "processing (93, 35)\n",
      "processing (93, 36)\n",
      "processing (93, 37)\n",
      "processing (93, 38)\n",
      "processing (93, 39)\n",
      "processing (93, 40)\n",
      "processing (93, 41)\n",
      "processing (93, 42)\n",
      "processing (93, 43)\n",
      "processing (93, 44)\n",
      "processing (93, 45)\n",
      "processing (93, 46)\n",
      "processing (93, 47)\n",
      "processing (93, 48)\n",
      "processing (93, 49)\n",
      "processing (93, 50)\n",
      "processing (93, 51)\n",
      "processing (93, 52)\n",
      "processing (93, 53)\n",
      "processing (93, 54)\n",
      "processing (93, 55)\n",
      "processing (93, 56)\n",
      "processing (93, 57)\n",
      "processing (93, 58)\n",
      "processing (93, 59)\n",
      "processing (93, 60)\n",
      "processing (93, 61)\n",
      "processing (93, 62)\n",
      "processing (93, 63)\n",
      "processing (93, 64)\n",
      "processing (93, 65)\n",
      "processing (93, 66)\n",
      "processing (93, 67)\n",
      "processing (93, 68)\n",
      "processing (93, 69)\n",
      "processing (93, 70)\n",
      "processing (93, 71)\n",
      "processing (93, 72)\n",
      "processing (93, 73)\n",
      "processing (93, 74)\n",
      "processing (93, 75)\n",
      "processing (93, 76)\n",
      "processing (93, 77)\n",
      "processing (93, 78)\n",
      "processing (93, 79)\n",
      "processing (93, 80)\n",
      "processing (93, 81)\n",
      "processing (93, 82)\n",
      "processing (93, 83)\n",
      "processing (93, 84)\n",
      "processing (93, 85)\n",
      "processing (93, 86)\n",
      "processing (93, 87)\n",
      "processing (93, 88)\n",
      "processing (93, 89)\n",
      "processing (93, 90)\n",
      "processing (93, 91)\n",
      "processing (93, 92)\n",
      "processing (93, 93)\n",
      "processing (93, 94)\n",
      "processing (93, 95)\n",
      "processing (93, 96)\n",
      "processing (93, 97)\n",
      "processing (93, 98)\n",
      "processing (93, 99)\n",
      "processing (93, 100)\n",
      "processing (94, 0)\n",
      "processing (94, 1)\n",
      "processing (94, 2)\n",
      "processing (94, 3)\n",
      "processing (94, 4)\n",
      "processing (94, 5)\n",
      "processing (94, 6)\n",
      "processing (94, 7)\n",
      "processing (94, 8)\n",
      "processing (94, 9)\n",
      "processing (94, 10)\n",
      "processing (94, 11)\n",
      "processing (94, 12)\n",
      "processing (94, 13)\n",
      "processing (94, 14)\n",
      "processing (94, 15)\n",
      "processing (94, 16)\n",
      "processing (94, 17)\n",
      "processing (94, 18)\n",
      "processing (94, 19)\n",
      "processing (94, 20)\n",
      "processing (94, 21)\n",
      "processing (94, 22)\n",
      "processing (94, 23)\n",
      "processing (94, 24)\n",
      "processing (94, 25)\n",
      "processing (94, 26)\n",
      "processing (94, 27)\n",
      "processing (94, 28)\n",
      "processing (94, 29)\n",
      "processing (94, 30)\n",
      "processing (94, 31)\n",
      "processing (94, 32)\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "processing (94, 33)\n",
      "processing (94, 34)\n",
      "processing (94, 35)\n",
      "processing (94, 36)\n",
      "processing (94, 37)\n",
      "processing (94, 38)\n",
      "processing (94, 39)\n",
      "processing (94, 40)\n",
      "processing (94, 41)\n",
      "processing (94, 42)\n",
      "processing (94, 43)\n",
      "processing (94, 44)\n",
      "processing (94, 45)\n",
      "processing (94, 46)\n",
      "processing (94, 47)\n",
      "processing (94, 48)\n",
      "processing (94, 49)\n",
      "processing (94, 50)\n",
      "processing (94, 51)\n",
      "processing (94, 52)\n",
      "processing (94, 53)\n",
      "processing (94, 54)\n",
      "processing (94, 55)\n",
      "processing (94, 56)\n",
      "processing (94, 57)\n",
      "processing (94, 58)\n",
      "processing (94, 59)\n",
      "processing (94, 60)\n",
      "processing (94, 61)\n",
      "processing (94, 62)\n",
      "processing (94, 63)\n",
      "processing (94, 64)\n",
      "processing (94, 65)\n",
      "processing (94, 66)\n",
      "processing (94, 67)\n",
      "processing (94, 68)\n",
      "processing (94, 69)\n",
      "processing (94, 70)\n",
      "processing (94, 71)\n",
      "processing (94, 72)\n",
      "processing (94, 73)\n",
      "processing (94, 74)\n",
      "processing (94, 75)\n",
      "processing (94, 76)\n",
      "processing (94, 77)\n",
      "processing (94, 78)\n",
      "processing (94, 79)\n",
      "processing (94, 80)\n",
      "processing (94, 81)\n",
      "processing (94, 82)\n",
      "processing (94, 83)\n",
      "processing (94, 84)\n",
      "processing (94, 85)\n",
      "processing (94, 86)\n",
      "processing (94, 87)\n",
      "processing (94, 88)\n",
      "processing (94, 89)\n",
      "processing (94, 90)\n",
      "processing (94, 91)\n",
      "processing (94, 92)\n",
      "processing (94, 93)\n",
      "processing (94, 94)\n",
      "processing (94, 95)\n",
      "processing (94, 96)\n",
      "processing (94, 97)\n",
      "processing (94, 98)\n",
      "processing (94, 99)\n",
      "processing (94, 100)\n",
      "processing (95, 0)\n",
      "processing (95, 1)\n",
      "processing (95, 2)\n",
      "processing (95, 3)\n",
      "processing (95, 4)\n",
      "processing (95, 5)\n",
      "processing (95, 6)\n",
      "processing (95, 7)\n",
      "processing (95, 8)\n",
      "processing (95, 9)\n",
      "processing (95, 10)\n",
      "processing (95, 11)\n",
      "processing (95, 12)\n",
      "processing (95, 13)\n",
      "processing (95, 14)\n",
      "processing (95, 15)\n",
      "processing (95, 16)\n",
      "processing (95, 17)\n",
      "processing (95, 18)\n",
      "processing (95, 19)\n",
      "processing (95, 20)\n",
      "processing (95, 21)\n",
      "processing (95, 22)\n",
      "processing (95, 23)\n",
      "processing (95, 24)\n",
      "processing (95, 25)\n",
      "processing (95, 26)\n",
      "processing (95, 27)\n",
      "processing (95, 28)\n",
      "processing (95, 29)\n",
      "processing (95, 30)\n",
      "processing (95, 31)\n",
      "processing (95, 32)\n",
      "processing (95, 33)\n",
      "processing (95, 34)\n",
      "processing (95, 35)\n",
      "processing (95, 36)\n",
      "processing (95, 37)\n",
      "processing (95, 38)\n",
      "processing (95, 39)\n",
      "processing (95, 40)\n",
      "processing (95, 41)\n",
      "processing (95, 42)\n",
      "processing (95, 43)\n",
      "processing (95, 44)\n",
      "processing (95, 45)\n",
      "processing (95, 46)\n",
      "processing (95, 47)\n",
      "processing (95, 48)\n",
      "processing (95, 49)\n",
      "processing (95, 50)\n",
      "processing (95, 51)\n",
      "processing (95, 52)\n",
      "processing (95, 53)\n",
      "processing (95, 54)\n",
      "processing (95, 55)\n",
      "processing (95, 56)\n",
      "processing (95, 57)\n",
      "processing (95, 58)\n",
      "processing (95, 59)\n",
      "processing (95, 60)\n",
      "processing (95, 61)\n",
      "processing (95, 62)\n",
      "processing (95, 63)\n",
      "processing (95, 64)\n",
      "processing (95, 65)\n",
      "processing (95, 66)\n",
      "processing (95, 67)\n",
      "processing (95, 68)\n",
      "processing (95, 69)\n",
      "processing (95, 70)\n",
      "processing (95, 71)\n",
      "processing (95, 72)\n",
      "processing (95, 73)\n",
      "processing (95, 74)\n",
      "processing (95, 75)\n",
      "processing (95, 76)\n",
      "processing (95, 77)\n",
      "processing (95, 78)\n",
      "processing (95, 79)\n",
      "processing (95, 80)\n",
      "processing (95, 81)\n",
      "processing (95, 82)\n",
      "processing (95, 83)\n",
      "processing (95, 84)\n",
      "processing (95, 85)\n",
      "processing (95, 86)\n",
      "processing (95, 87)\n",
      "processing (95, 88)\n",
      "processing (95, 89)\n",
      "processing (95, 90)\n",
      "processing (95, 91)\n",
      "processing (95, 92)\n",
      "processing (95, 93)\n",
      "processing (95, 94)\n",
      "processing (95, 95)\n",
      "processing (95, 96)\n",
      "processing (95, 97)\n",
      "processing (95, 98)\n",
      "processing (95, 99)\n",
      "processing (95, 100)\n",
      "processing (96, 0)\n",
      "processing (96, 1)\n",
      "processing (96, 2)\n",
      "processing (96, 3)\n",
      "processing (96, 4)\n",
      "processing (96, 5)\n",
      "processing (96, 6)\n",
      "processing (96, 7)\n",
      "processing (96, 8)\n",
      "processing (96, 9)\n",
      "processing (96, 10)\n",
      "processing (96, 11)\n",
      "processing (96, 12)\n",
      "processing (96, 13)\n",
      "processing (96, 14)\n",
      "processing (96, 15)\n",
      "processing (96, 16)\n",
      "processing (96, 17)\n",
      "processing (96, 18)\n",
      "processing (96, 19)\n",
      "processing (96, 20)\n",
      "processing (96, 21)\n",
      "processing (96, 22)\n",
      "processing (96, 23)\n",
      "processing (96, 24)\n",
      "processing (96, 25)\n",
      "processing (96, 26)\n",
      "processing (96, 27)\n",
      "processing (96, 28)\n",
      "processing (96, 29)\n",
      "processing (96, 30)\n",
      "processing (96, 31)\n",
      "processing (96, 32)\n",
      "processing (96, 33)\n",
      "processing (96, 34)\n",
      "processing (96, 35)\n",
      "processing (96, 36)\n",
      "processing (96, 37)\n",
      "processing (96, 38)\n",
      "processing (96, 39)\n",
      "processing (96, 40)\n",
      "processing (96, 41)\n",
      "processing (96, 42)\n",
      "processing (96, 43)\n",
      "processing (96, 44)\n",
      "processing (96, 45)\n",
      "processing (96, 46)\n",
      "processing (96, 47)\n",
      "processing (96, 48)\n",
      "processing (96, 49)\n",
      "processing (96, 50)\n",
      "processing (96, 51)\n",
      "processing (96, 52)\n",
      "processing (96, 53)\n",
      "processing (96, 54)\n",
      "processing (96, 55)\n",
      "processing (96, 56)\n",
      "processing (96, 57)\n",
      "processing (96, 58)\n",
      "processing (96, 59)\n",
      "processing (96, 60)\n",
      "processing (96, 61)\n",
      "processing (96, 62)\n",
      "processing (96, 63)\n",
      "processing (96, 64)\n",
      "processing (96, 65)\n",
      "processing (96, 66)\n",
      "processing (96, 67)\n",
      "processing (96, 68)\n",
      "processing (96, 69)\n",
      "processing (96, 70)\n",
      "processing (96, 71)\n",
      "processing (96, 72)\n",
      "processing (96, 73)\n",
      "processing (96, 74)\n",
      "processing (96, 75)\n",
      "processing (96, 76)\n",
      "processing (96, 77)\n",
      "processing (96, 78)\n",
      "processing (96, 79)\n",
      "processing (96, 80)\n",
      "processing (96, 81)\n",
      "processing (96, 82)\n",
      "processing (96, 83)\n",
      "processing (96, 84)\n",
      "processing (96, 85)\n",
      "processing (96, 86)\n",
      "processing (96, 87)\n",
      "processing (96, 88)\n",
      "processing (96, 89)\n",
      "processing (96, 90)\n",
      "processing (96, 91)\n",
      "processing (96, 92)\n",
      "processing (96, 93)\n",
      "processing (96, 94)\n",
      "processing (96, 95)\n",
      "processing (96, 96)\n",
      "processing (96, 97)\n",
      "processing (96, 98)\n",
      "processing (96, 99)\n",
      "processing (96, 100)\n",
      "processing (97, 0)\n",
      "processing (97, 1)\n",
      "processing (97, 2)\n",
      "processing (97, 3)\n",
      "processing (97, 4)\n",
      "processing (97, 5)\n",
      "processing (97, 6)\n",
      "processing (97, 7)\n",
      "processing (97, 8)\n",
      "processing (97, 9)\n",
      "processing (97, 10)\n",
      "processing (97, 11)\n",
      "processing (97, 12)\n",
      "processing (97, 13)\n",
      "processing (97, 14)\n",
      "processing (97, 15)\n",
      "processing (97, 16)\n",
      "processing (97, 17)\n",
      "processing (97, 18)\n",
      "processing (97, 19)\n",
      "processing (97, 20)\n",
      "processing (97, 21)\n",
      "processing (97, 22)\n",
      "processing (97, 23)\n",
      "processing (97, 24)\n",
      "processing (97, 25)\n",
      "processing (97, 26)\n",
      "processing (97, 27)\n",
      "processing (97, 28)\n",
      "processing (97, 29)\n",
      "processing (97, 30)\n",
      "processing (97, 31)\n",
      "processing (97, 32)\n",
      "processing (97, 33)\n",
      "processing (97, 34)\n",
      "processing (97, 35)\n",
      "processing (97, 36)\n",
      "processing (97, 37)\n",
      "processing (97, 38)\n",
      "processing (97, 39)\n",
      "processing (97, 40)\n",
      "processing (97, 41)\n",
      "processing (97, 42)\n",
      "processing (97, 43)\n",
      "processing (97, 44)\n",
      "processing (97, 45)\n",
      "processing (97, 46)\n",
      "processing (97, 47)\n",
      "processing (97, 48)\n",
      "processing (97, 49)\n",
      "processing (97, 50)\n",
      "processing (97, 51)\n",
      "processing (97, 52)\n",
      "processing (97, 53)\n",
      "processing (97, 54)\n",
      "processing (97, 55)\n",
      "processing (97, 56)\n",
      "processing (97, 57)\n",
      "processing (97, 58)\n",
      "processing (97, 59)\n",
      "processing (97, 60)\n",
      "processing (97, 61)\n",
      "processing (97, 62)\n",
      "processing (97, 63)\n",
      "processing (97, 64)\n",
      "processing (97, 65)\n",
      "processing (97, 66)\n",
      "processing (97, 67)\n",
      "processing (97, 68)\n",
      "processing (97, 69)\n",
      "processing (97, 70)\n",
      "processing (97, 71)\n",
      "processing (97, 72)\n",
      "processing (97, 73)\n",
      "processing (97, 74)\n",
      "processing (97, 75)\n",
      "processing (97, 76)\n",
      "processing (97, 77)\n",
      "processing (97, 78)\n",
      "processing (97, 79)\n",
      "processing (97, 80)\n",
      "processing (97, 81)\n",
      "processing (97, 82)\n",
      "processing (97, 83)\n",
      "processing (97, 84)\n",
      "processing (97, 85)\n",
      "processing (97, 86)\n",
      "processing (97, 87)\n",
      "processing (97, 88)\n",
      "processing (97, 89)\n",
      "processing (97, 90)\n",
      "processing (97, 91)\n",
      "processing (97, 92)\n",
      "processing (97, 93)\n",
      "processing (97, 94)\n",
      "processing (97, 95)\n",
      "processing (97, 96)\n",
      "processing (97, 97)\n",
      "processing (97, 98)\n",
      "processing (97, 99)\n",
      "processing (97, 100)\n",
      "processing (98, 0)\n",
      "processing (98, 1)\n",
      "processing (98, 2)\n",
      "processing (98, 3)\n",
      "processing (98, 4)\n",
      "processing (98, 5)\n",
      "processing (98, 6)\n",
      "processing (98, 7)\n",
      "processing (98, 8)\n",
      "processing (98, 9)\n",
      "processing (98, 10)\n",
      "processing (98, 11)\n",
      "processing (98, 12)\n",
      "processing (98, 13)\n",
      "processing (98, 14)\n",
      "processing (98, 15)\n",
      "processing (98, 16)\n",
      "processing (98, 17)\n",
      "processing (98, 18)\n",
      "processing (98, 19)\n",
      "processing (98, 20)\n",
      "processing (98, 21)\n",
      "processing (98, 22)\n",
      "processing (98, 23)\n",
      "processing (98, 24)\n",
      "processing (98, 25)\n",
      "processing (98, 26)\n",
      "processing (98, 27)\n",
      "processing (98, 28)\n",
      "processing (98, 29)\n",
      "processing (98, 30)\n",
      "processing (98, 31)\n",
      "processing (98, 32)\n",
      "processing (98, 33)\n",
      "processing (98, 34)\n",
      "processing (98, 35)\n",
      "processing (98, 36)\n",
      "processing (98, 37)\n",
      "processing (98, 38)\n",
      "processing (98, 39)\n",
      "processing (98, 40)\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "processing (98, 41)\n",
      "processing (98, 42)\n",
      "processing (98, 43)\n",
      "processing (98, 44)\n",
      "processing (98, 45)\n",
      "processing (98, 46)\n",
      "processing (98, 47)\n",
      "processing (98, 48)\n",
      "processing (98, 49)\n",
      "processing (98, 50)\n",
      "processing (98, 51)\n",
      "processing (98, 52)\n",
      "processing (98, 53)\n",
      "processing (98, 54)\n",
      "processing (98, 55)\n",
      "processing (98, 56)\n",
      "processing (98, 57)\n",
      "processing (98, 58)\n",
      "processing (98, 59)\n",
      "processing (98, 60)\n",
      "processing (98, 61)\n",
      "processing (98, 62)\n",
      "processing (98, 63)\n",
      "processing (98, 64)\n",
      "processing (98, 65)\n",
      "processing (98, 66)\n",
      "processing (98, 67)\n",
      "processing (98, 68)\n",
      "processing (98, 69)\n",
      "processing (98, 70)\n",
      "processing (98, 71)\n",
      "processing (98, 72)\n",
      "processing (98, 73)\n",
      "processing (98, 74)\n",
      "processing (98, 75)\n",
      "processing (98, 76)\n",
      "processing (98, 77)\n",
      "processing (98, 78)\n",
      "processing (98, 79)\n",
      "processing (98, 80)\n",
      "processing (98, 81)\n",
      "processing (98, 82)\n",
      "processing (98, 83)\n",
      "processing (98, 84)\n",
      "processing (98, 85)\n",
      "processing (98, 86)\n",
      "processing (98, 87)\n",
      "processing (98, 88)\n",
      "processing (98, 89)\n",
      "processing (98, 90)\n",
      "processing (98, 91)\n",
      "processing (98, 92)\n",
      "processing (98, 93)\n",
      "processing (98, 94)\n",
      "processing (98, 95)\n",
      "processing (98, 96)\n",
      "processing (98, 97)\n",
      "processing (98, 98)\n",
      "processing (98, 99)\n",
      "processing (98, 100)\n",
      "processing (99, 0)\n",
      "processing (99, 1)\n",
      "processing (99, 2)\n",
      "processing (99, 3)\n",
      "processing (99, 4)\n",
      "processing (99, 5)\n",
      "processing (99, 6)\n",
      "processing (99, 7)\n",
      "processing (99, 8)\n",
      "processing (99, 9)\n",
      "processing (99, 10)\n",
      "processing (99, 11)\n",
      "processing (99, 12)\n",
      "processing (99, 13)\n",
      "processing (99, 14)\n",
      "processing (99, 15)\n",
      "processing (99, 16)\n",
      "processing (99, 17)\n",
      "processing (99, 18)\n",
      "processing (99, 19)\n",
      "processing (99, 20)\n",
      "processing (99, 21)\n",
      "processing (99, 22)\n",
      "processing (99, 23)\n",
      "processing (99, 24)\n",
      "processing (99, 25)\n",
      "processing (99, 26)\n",
      "processing (99, 27)\n",
      "processing (99, 28)\n",
      "processing (99, 29)\n",
      "processing (99, 30)\n",
      "processing (99, 31)\n",
      "processing (99, 32)\n",
      "processing (99, 33)\n",
      "processing (99, 34)\n",
      "processing (99, 35)\n",
      "processing (99, 36)\n",
      "processing (99, 37)\n",
      "processing (99, 38)\n",
      "processing (99, 39)\n",
      "processing (99, 40)\n",
      "processing (99, 41)\n",
      "processing (99, 42)\n",
      "processing (99, 43)\n",
      "processing (99, 44)\n",
      "processing (99, 45)\n",
      "processing (99, 46)\n",
      "processing (99, 47)\n",
      "processing (99, 48)\n",
      "processing (99, 49)\n",
      "processing (99, 50)\n",
      "processing (99, 51)\n",
      "processing (99, 52)\n",
      "processing (99, 53)\n",
      "processing (99, 54)\n",
      "processing (99, 55)\n",
      "processing (99, 56)\n",
      "processing (99, 57)\n",
      "processing (99, 58)\n",
      "processing (99, 59)\n",
      "processing (99, 60)\n",
      "processing (99, 61)\n",
      "processing (99, 62)\n",
      "processing (99, 63)\n",
      "processing (99, 64)\n",
      "processing (99, 65)\n",
      "processing (99, 66)\n",
      "processing (99, 67)\n",
      "processing (99, 68)\n",
      "processing (99, 69)\n",
      "processing (99, 70)\n",
      "processing (99, 71)\n",
      "processing (99, 72)\n",
      "processing (99, 73)\n",
      "processing (99, 74)\n",
      "processing (99, 75)\n",
      "processing (99, 76)\n",
      "processing (99, 77)\n",
      "processing (99, 78)\n",
      "processing (99, 79)\n",
      "processing (99, 80)\n",
      "processing (99, 81)\n",
      "processing (99, 82)\n",
      "processing (99, 83)\n",
      "processing (99, 84)\n",
      "processing (99, 85)\n",
      "processing (99, 86)\n",
      "processing (99, 87)\n",
      "processing (99, 88)\n",
      "processing (99, 89)\n",
      "processing (99, 90)\n",
      "processing (99, 91)\n",
      "processing (99, 92)\n",
      "processing (99, 93)\n",
      "processing (99, 94)\n",
      "processing (99, 95)\n",
      "processing (99, 96)\n",
      "processing (99, 97)\n",
      "processing (99, 98)\n",
      "processing (99, 99)\n",
      "processing (99, 100)\n",
      "processing (100, 0)\n",
      "processing (100, 1)\n",
      "processing (100, 2)\n",
      "processing (100, 3)\n",
      "processing (100, 4)\n",
      "processing (100, 5)\n",
      "processing (100, 6)\n",
      "processing (100, 7)\n",
      "processing (100, 8)\n",
      "processing (100, 9)\n",
      "processing (100, 10)\n",
      "processing (100, 11)\n",
      "processing (100, 12)\n",
      "processing (100, 13)\n",
      "processing (100, 14)\n",
      "processing (100, 15)\n",
      "processing (100, 16)\n",
      "processing (100, 17)\n",
      "processing (100, 18)\n",
      "processing (100, 19)\n",
      "processing (100, 20)\n",
      "processing (100, 21)\n",
      "processing (100, 22)\n",
      "processing (100, 23)\n",
      "processing (100, 24)\n",
      "processing (100, 25)\n",
      "processing (100, 26)\n",
      "processing (100, 27)\n",
      "processing (100, 28)\n",
      "processing (100, 29)\n",
      "processing (100, 30)\n",
      "processing (100, 31)\n",
      "processing (100, 32)\n",
      "processing (100, 33)\n",
      "processing (100, 34)\n",
      "processing (100, 35)\n",
      "processing (100, 36)\n",
      "processing (100, 37)\n",
      "processing (100, 38)\n",
      "processing (100, 39)\n",
      "processing (100, 40)\n",
      "processing (100, 41)\n",
      "processing (100, 42)\n",
      "processing (100, 43)\n",
      "processing (100, 44)\n",
      "processing (100, 45)\n",
      "processing (100, 46)\n",
      "processing (100, 47)\n",
      "processing (100, 48)\n",
      "processing (100, 49)\n",
      "processing (100, 50)\n",
      "processing (100, 51)\n",
      "processing (100, 52)\n",
      "processing (100, 53)\n",
      "processing (100, 54)\n",
      "processing (100, 55)\n",
      "processing (100, 56)\n",
      "processing (100, 57)\n",
      "processing (100, 58)\n",
      "processing (100, 59)\n",
      "processing (100, 60)\n",
      "processing (100, 61)\n",
      "processing (100, 62)\n",
      "processing (100, 63)\n",
      "processing (100, 64)\n",
      "processing (100, 65)\n",
      "processing (100, 66)\n",
      "processing (100, 67)\n",
      "processing (100, 68)\n",
      "processing (100, 69)\n",
      "processing (100, 70)\n",
      "processing (100, 71)\n",
      "processing (100, 72)\n",
      "processing (100, 73)\n",
      "processing (100, 74)\n",
      "processing (100, 75)\n",
      "processing (100, 76)\n",
      "processing (100, 77)\n",
      "processing (100, 78)\n",
      "processing (100, 79)\n",
      "processing (100, 80)\n",
      "processing (100, 81)\n",
      "processing (100, 82)\n",
      "processing (100, 83)\n",
      "processing (100, 84)\n",
      "processing (100, 85)\n",
      "processing (100, 86)\n",
      "processing (100, 87)\n",
      "processing (100, 88)\n",
      "processing (100, 89)\n",
      "processing (100, 90)\n",
      "processing (100, 91)\n",
      "processing (100, 92)\n",
      "processing (100, 93)\n",
      "processing (100, 94)\n",
      "processing (100, 95)\n",
      "processing (100, 96)\n",
      "processing (100, 97)\n",
      "processing (100, 98)\n",
      "processing (100, 99)\n",
      "processing (100, 100)\n"
     ]
    }
   ],
   "source": [
    "num_anchors = 10000\n",
    "# num_anchors > 2000 may not fit in memory (128G)\n",
    "fit_in_memory = False\n",
    "PIP_losses = np.zeros((len(years), len(years)))\n",
    "if fit_in_memory:\n",
    "    # note that the authors normalized the vectors of unit length\n",
    "    anchored_PIPs = OrderedDict()\n",
    "    for year in years:\n",
    "        anchored_PIPs[year] = Es[year].dot(Es[year].T)\n",
    "    for idx1, year1 in enumerate(years):\n",
    "        for idx2, year2 in enumerate(years):\n",
    "            PIP_diff = anchored_PIPs[year1] - anchored_PIPs[year2]\n",
    "            PIP_loss = np.linalg.norm(PIP_diff, 'fro')\n",
    "            PIP_losses[idx1, idx2] = PIP_loss\n",
    "else:\n",
    "    for idx1, year1 in enumerate(years):\n",
    "        PIP1 = Es[year1].dot(Es[year1].T)\n",
    "        for idx2, year2 in enumerate(years):\n",
    "            print(\"processing ({}, {})\".format(idx1, idx2))\n",
    "            PIP2 = Es[year2].dot(Es[year2].T)\n",
    "            PIP_diff = PIP1 - PIP2\n",
    "            PIP_loss = np.linalg.norm(PIP_diff, 'fro')\n",
    "            PIP_losses[idx1, idx2] = PIP_loss"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Now we visualize the result. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x7fb20a387b50>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import matplotlib\n",
    "import matplotlib.pyplot as plt\n",
    "import seaborn as sns; sns.set()\n",
    "import pandas as pd\n",
    "\n",
    "np.save('PIP_loss_matrix.npy', PIP_losses)\n",
    "dimensions = range(PIP_losses.shape[0])\n",
    "ixgrid = np.ix_(dimensions, dimensions)\n",
    "real_dimension = years\n",
    "plt.figure()\n",
    "df = pd.DataFrame(PIP_losses[ixgrid], index=real_dimension, columns=real_dimension)\n",
    "ax = sns.heatmap(df, cmap=\"BuPu\", vmin=400)#, xticklabels=len(dimensions)-1, yticklabels=len(dimensions)-1)\n",
    "fig = ax.get_figure()\n",
    "fig.savefig(\"PIP_loss.pdf\")\n"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 2",
   "language": "python",
   "name": "python2"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 2
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython2",
   "version": "2.7.12"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 1
}