34 실습 - 임베딩 (Embedding) - GloVe 실습

{"nbformat":4,"nbformat_minor":0,"metadata":{"colab":{"name":"34 실습 - 임베딩 (Embedding) - GloVe 실습","provenance":[],"collapsed_sections":[]},"kernelspec":{"name":"python3","display_name":"Python 3"}},"cells":[{"cell_type":"markdown","metadata":{"id":"JwRSC34m5vPs"},"source":["# GloVe"]},{"cell_type":"code","metadata":{"id":"Xj24_sagHvtj","executionInfo":{"status":"ok","timestamp":1637509822940,"user_tz":-540,"elapsed":335,"user":{"displayName":"이민호","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GiFPPatrtQJJCEfMd6D3DoTVRog9gVm7Ovj5Lex=s64","userId":"15829449822908558555"}}},"source":["import pandas as pd\n","it_df = pd.read_csv('./word_embedding_it.csv').dropna()\n","culture_df = pd.read_csv('./word_embedding_culture.csv').dropna()\n","\n","it_token_ls = list(it_df.loc[:,'1']) \n","culture_token_ls = list(culture_df.loc[:,'1'])\n","\n","total_token_ls = it_token_ls + culture_token_ls  \n","\n","# 리스트의 값을 ','로 분리\n","total_token_ls = [tokens.split(',') for tokens in total_token_ls]"],"execution_count":1,"outputs":[]},{"cell_type":"code","metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"QQ1t7nW3LnVm","executionInfo":{"status":"ok","timestamp":1637509836115,"user_tz":-540,"elapsed":12873,"user":{"displayName":"이민호","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GiFPPatrtQJJCEfMd6D3DoTVRog9gVm7Ovj5Lex=s64","userId":"15829449822908558555"}},"outputId":"87a326bb-4063-41da-de7d-8ae0cbc885d7"},"source":["%%bash\n","\n","MINICONDA_INSTALLER_SCRIPT=Miniconda3-4.5.4-Linux-x86_64.sh\n","MINICONDA_PREFIX=/usr/local\n","wget https://repo.continuum.io/miniconda/$MINICONDA_INSTALLER_SCRIPT\n","chmod +x $MINICONDA_INSTALLER_SCRIPT\n","./$MINICONDA_INSTALLER_SCRIPT -b -f -p $MINICONDA_PREFIX"],"execution_count":2,"outputs":[{"output_type":"stream","name":"stdout","text":["PREFIX=/usr/local\n","installing: python-3.6.5-hc3d631a_2 ...\n","installing: ca-certificates-2018.03.07-0 ...\n","installing: conda-env-2.6.0-h36134e3_1 ...\n","installing: libgcc-ng-7.2.0-hdf63c60_3 ...\n","installing: libstdcxx-ng-7.2.0-hdf63c60_3 ...\n","installing: libffi-3.2.1-hd88cf55_4 ...\n","installing: ncurses-6.1-hf484d3e_0 ...\n","installing: openssl-1.0.2o-h20670df_0 ...\n","installing: tk-8.6.7-hc745277_3 ...\n","installing: xz-5.2.4-h14c3975_4 ...\n","installing: yaml-0.1.7-had09818_2 ...\n","installing: zlib-1.2.11-ha838bed_2 ...\n","installing: libedit-3.1.20170329-h6b74fdf_2 ...\n","installing: readline-7.0-ha6073c6_4 ...\n","installing: sqlite-3.23.1-he433501_0 ...\n","installing: asn1crypto-0.24.0-py36_0 ...\n","installing: certifi-2018.4.16-py36_0 ...\n","installing: chardet-3.0.4-py36h0f667ec_1 ...\n","installing: idna-2.6-py36h82fb2a8_1 ...\n","installing: pycosat-0.6.3-py36h0a5515d_0 ...\n","installing: pycparser-2.18-py36hf9f622e_1 ...\n","installing: pysocks-1.6.8-py36_0 ...\n","installing: ruamel_yaml-0.15.37-py36h14c3975_2 ...\n","installing: six-1.11.0-py36h372c433_1 ...\n","installing: cffi-1.11.5-py36h9745a5d_0 ...\n","installing: setuptools-39.2.0-py36_0 ...\n","installing: cryptography-2.2.2-py36h14c3975_0 ...\n","installing: wheel-0.31.1-py36_0 ...\n","installing: pip-10.0.1-py36_0 ...\n","installing: pyopenssl-18.0.0-py36_0 ...\n","installing: urllib3-1.22-py36hbe7ace6_0 ...\n","installing: requests-2.18.4-py36he2e5f8d_1 ...\n","installing: conda-4.5.4-py36_0 ...\n","installation finished.\n","WARNING:\n","    You currently have a PYTHONPATH environment variable set. This may cause\n","    unexpected behavior when running the Python interpreter in Miniconda3.\n","    For best results, please verify that your PYTHONPATH only points to\n","    directories of packages that are compatible with the Python interpreter\n","    in Miniconda3: /usr/local\n"]},{"output_type":"stream","name":"stderr","text":["--2021-11-21 15:50:23--  https://repo.continuum.io/miniconda/Miniconda3-4.5.4-Linux-x86_64.sh\n","Resolving repo.continuum.io (repo.continuum.io)... 104.18.200.79, 104.18.201.79, 2606:4700::6812:c84f, ...\n","Connecting to repo.continuum.io (repo.continuum.io)|104.18.200.79|:443... connected.\n","HTTP request sent, awaiting response... 301 Moved Permanently\n","Location: https://repo.anaconda.com/miniconda/Miniconda3-4.5.4-Linux-x86_64.sh [following]\n","--2021-11-21 15:50:23--  https://repo.anaconda.com/miniconda/Miniconda3-4.5.4-Linux-x86_64.sh\n","Resolving repo.anaconda.com (repo.anaconda.com)... 104.16.131.3, 104.16.130.3, 2606:4700::6810:8303, ...\n","Connecting to repo.anaconda.com (repo.anaconda.com)|104.16.131.3|:443... connected.\n","HTTP request sent, awaiting response... 200 OK\n","Length: 58468498 (56M) [application/x-sh]\n","Saving to: ‘Miniconda3-4.5.4-Linux-x86_64.sh’\n","\n","     0K .......... .......... .......... .......... ..........  0% 41.3M 1s\n","    50K .......... .......... .......... .......... ..........  0% 3.29M 9s\n","   100K .......... .......... .......... .......... ..........  0% 3.38M 12s\n","   150K .......... .......... .......... .......... ..........  0% 21.3M 9s\n","   200K .......... .......... .......... .......... ..........  0% 82.6M 8s\n","   250K .......... .......... .......... .......... ..........  0% 4.25M 8s\n","   300K .......... .......... .......... .......... ..........  0% 54.6M 7s\n","   350K .......... .......... .......... .......... ..........  0% 45.6M 7s\n","   400K .......... .......... .......... .......... ..........  0% 59.0M 6s\n","   450K .......... .......... .......... .......... ..........  0% 49.0M 6s\n","   500K .......... .......... .......... .......... ..........  0% 47.9M 5s\n","   550K .......... .......... .......... .......... ..........  1% 32.0M 5s\n","   600K .......... .......... .......... .......... ..........  1% 49.2M 5s\n","   650K .......... .......... .......... .......... ..........  1% 49.7M 4s\n","   700K .......... .......... .......... .......... ..........  1% 58.2M 4s\n","   750K .......... .......... .......... .......... ..........  1% 7.95M 4s\n","   800K .......... .......... .......... .......... ..........  1% 60.0M 4s\n","   850K .......... .......... .......... .......... ..........  1% 28.3M 4s\n","   900K .......... .......... .......... .......... ..........  1% 55.5M 4s\n","   950K .......... .......... .......... .......... ..........  1% 50.4M 4s\n","  1000K .......... .......... .......... .......... ..........  1% 60.0M 3s\n","  1050K .......... .......... .......... .......... ..........  1% 51.0M 3s\n","  1100K .......... .......... .......... .......... ..........  2% 55.3M 3s\n","  1150K .......... .......... .......... .......... ..........  2% 49.4M 3s\n","  1200K .......... .......... .......... .......... ..........  2% 79.2M 3s\n","  1250K .......... .......... .......... .......... ..........  2% 41.7M 3s\n","  1300K .......... .......... .......... .......... ..........  2% 41.5M 3s\n","  1350K .......... .......... .......... .......... ..........  2% 66.0M 3s\n","  1400K .......... .......... .......... .......... ..........  2%  307M 3s\n","  1450K .......... .......... .......... .......... ..........  2% 53.6M 3s\n","  1500K .......... .......... .......... .......... ..........  2% 33.1M 3s\n","  1550K .......... .......... .......... .......... ..........  2% 44.9M 3s\n","  1600K .......... .......... .......... .......... ..........  2% 92.4M 3s\n","  1650K .......... .......... .......... .......... ..........  2%  176M 2s\n","  1700K .......... .......... .......... .......... ..........  3%  300M 2s\n","  1750K .......... .......... .......... .......... ..........  3% 12.4M 2s\n","  1800K .......... .......... .......... .......... ..........  3% 38.7M 2s\n","  1850K .......... .......... .......... .......... ..........  3% 70.2M 2s\n","  1900K .......... .......... .......... .......... ..........  3%  275M 2s\n","  1950K .......... .......... .......... .......... ..........  3%  237M 2s\n","  2000K .......... .......... .......... .......... ..........  3% 23.2M 2s\n","  2050K .......... .......... .......... .......... ..........  3% 34.9M 2s\n","  2100K .......... .......... .......... .......... ..........  3%  130M 2s\n","  2150K .......... .......... .......... .......... ..........  3%  137M 2s\n","  2200K .......... .......... .......... .......... ..........  3%  283M 2s\n","  2250K .......... .......... .......... .......... ..........  4%  140M 2s\n","  2300K .......... .......... .......... .......... ..........  4%  272M 2s\n","  2350K .......... .......... .......... .......... ..........  4%  134M 2s\n","  2400K .......... .......... .......... .......... ..........  4%  283M 2s\n","  2450K .......... .......... .......... .......... ..........  4% 70.1M 2s\n","  2500K .......... .......... .......... .......... ..........  4% 35.4M 2s\n","  2550K .......... .......... .......... .......... ..........  4% 26.9M 2s\n","  2600K .......... .......... .......... .......... ..........  4% 34.9M 2s\n","  2650K .......... .......... .......... .......... ..........  4% 53.5M 2s\n","  2700K .......... .......... .......... .......... ..........  4%  277M 2s\n","  2750K .......... .......... .......... .......... ..........  4% 99.4M 2s\n","  2800K .......... .......... .......... .......... ..........  4%  117M 2s\n","  2850K .......... .......... .......... .......... ..........  5%  146M 2s\n","  2900K .......... .......... .......... .......... ..........  5%  151M 2s\n","  2950K .......... .......... .......... .......... ..........  5%  155M 2s\n","  3000K .......... .......... .......... .......... ..........  5%  153M 2s\n","  3050K .......... .......... .......... .......... ..........  5%  148M 2s\n","  3100K .......... .......... .......... .......... ..........  5%  138M 2s\n","  3150K .......... .......... .......... .......... ..........  5%  134M 2s\n","  3200K .......... .......... .......... .......... ..........  5%  156M 2s\n","  3250K .......... .......... .......... .......... ..........  5%  227M 2s\n","  3300K .......... .......... .......... .......... ..........  5%  283M 2s\n","  3350K .......... .......... .......... .......... ..........  5%  262M 2s\n","  3400K .......... .......... .......... .......... ..........  6%  272M 2s\n","  3450K .......... .......... .......... .......... ..........  6%  289M 2s\n","  3500K .......... .......... .......... .......... ..........  6% 47.6M 2s\n","  3550K .......... .......... .......... .......... ..........  6% 31.7M 2s\n","  3600K .......... .......... .......... .......... ..........  6% 29.2M 2s\n","  3650K .......... .......... .......... .......... ..........  6% 27.3M 2s\n","  3700K .......... .......... .......... .......... ..........  6% 24.6M 2s\n","  3750K .......... .......... .......... .......... ..........  6% 20.2M 2s\n","  3800K .......... .......... .......... .......... ..........  6% 29.3M 2s\n","  3850K .......... .......... .......... .......... ..........  6% 36.6M 2s\n","  3900K .......... .......... .......... .......... ..........  6% 53.1M 2s\n","  3950K .......... .......... .......... .......... ..........  7% 40.7M 2s\n","  4000K .......... .......... .......... .......... ..........  7% 66.9M 2s\n","  4050K .......... .......... .......... .......... ..........  7% 17.0M 2s\n","  4100K .......... .......... .......... .......... ..........  7% 64.9M 2s\n","  4150K .......... .......... .......... .......... ..........  7% 45.5M 2s\n","  4200K .......... .......... .......... .......... ..........  7% 54.2M 2s\n","  4250K .......... .......... .......... .......... ..........  7% 57.6M 1s\n","  4300K .......... .......... .......... .......... ..........  7% 52.6M 1s\n","  4350K .......... .......... .......... .......... ..........  7% 46.7M 1s\n","  4400K .......... .......... .......... .......... ..........  7% 51.4M 1s\n","  4450K .......... .......... .......... .......... ..........  7%  188M 1s\n","  4500K .......... .......... .......... .......... ..........  7%  279M 1s\n","  4550K .......... .......... .......... .......... ..........  8%  228M 1s\n","  4600K .......... .......... .......... .......... ..........  8%  284M 1s\n","  4650K .......... .......... .......... .......... ..........  8%  277M 1s\n","  4700K .......... .......... .......... .......... ..........  8%  282M 1s\n","  4750K .......... .......... .......... .......... ..........  8%  236M 1s\n","  4800K .......... .......... .......... .......... ..........  8%  258M 1s\n","  4850K .......... .......... .......... .......... ..........  8%  266M 1s\n","  4900K .......... .......... .......... .......... ..........  8%  273M 1s\n","  4950K .......... .......... .......... .......... ..........  8%  253M 1s\n","  5000K .......... .......... .......... .......... ..........  8%  269M 1s\n","  5050K .......... .......... .......... .......... ..........  8%  296M 1s\n","  5100K .......... .......... .......... .......... ..........  9%  244M 1s\n","  5150K .......... .......... .......... .......... ..........  9%  240M 1s\n","  5200K .......... .......... .......... .......... ..........  9%  293M 1s\n","  5250K .......... .......... .......... .......... ..........  9%  235M 1s\n","  5300K .......... .......... .......... .......... ..........  9%  285M 1s\n","  5350K .......... .......... .......... .......... ..........  9%  220M 1s\n","  5400K .......... .......... .......... .......... ..........  9%  291M 1s\n","  5450K .......... .......... .......... .......... ..........  9%  295M 1s\n","  5500K .......... .......... .......... .......... ..........  9%  270M 1s\n","  5550K .......... .......... .......... .......... ..........  9%  237M 1s\n","  5600K .......... .......... .......... .......... ..........  9%  285M 1s\n","  5650K .......... .......... .......... .......... ..........  9% 50.4M 1s\n","  5700K .......... .......... .......... .......... .......... 10% 53.3M 1s\n","  5750K .......... .......... .......... .......... .......... 10% 46.5M 1s\n","  5800K .......... .......... .......... .......... .......... 10% 52.9M 1s\n","  5850K .......... .......... .......... .......... .......... 10% 54.4M 1s\n","  5900K .......... .......... .......... .......... .......... 10% 62.1M 1s\n","  5950K .......... .......... .......... .......... .......... 10% 45.4M 1s\n","  6000K .......... .......... .......... .......... .......... 10% 61.9M 1s\n","  6050K .......... .......... .......... .......... .......... 10% 38.3M 1s\n","  6100K .......... .......... .......... .......... .......... 10% 52.9M 1s\n","  6150K .......... .......... .......... .......... .......... 10% 52.8M 1s\n","  6200K .......... .......... .......... .......... .......... 10% 53.5M 1s\n","  6250K .......... .......... .......... .......... .......... 11% 59.7M 1s\n","  6300K .......... .......... .......... .......... .......... 11% 45.6M 1s\n","  6350K .......... .......... .......... .......... .......... 11%  221M 1s\n","  6400K .......... .......... .......... .......... .......... 11%  270M 1s\n","  6450K .......... .......... .......... .......... .......... 11%  292M 1s\n","  6500K .......... .......... .......... .......... .......... 11%  241M 1s\n","  6550K .......... .......... .......... .......... .......... 11%  257M 1s\n","  6600K .......... .......... .......... .......... .......... 11%  293M 1s\n","  6650K .......... .......... .......... .......... .......... 11% 6.04M 1s\n","  6700K .......... .......... .......... .......... .......... 11% 51.8M 1s\n","  6750K .......... .......... .......... .......... .......... 11% 53.8M 1s\n","  6800K .......... .......... .......... .......... .......... 11% 33.9M 1s\n","  6850K .......... .......... .......... .......... .......... 12% 53.0M 1s\n","  6900K .......... .......... .......... .......... .......... 12% 54.1M 1s\n","  6950K .......... .......... .......... .......... .......... 12% 47.2M 1s\n","  7000K .......... .......... .......... .......... .......... 12% 38.3M 1s\n","  7050K .......... .......... .......... .......... .......... 12%  239M 1s\n","  7100K .......... .......... .......... .......... .......... 12%  293M 1s\n","  7150K .......... .......... .......... .......... .......... 12%  239M 1s\n","  7200K .......... .......... .......... .......... .......... 12%  266M 1s\n","  7250K .......... .......... .......... .......... .......... 12%  284M 1s\n","  7300K .......... .......... .......... .......... .......... 12%  244M 1s\n","  7350K .......... .......... .......... .......... .......... 12%  246M 1s\n","  7400K .......... .......... .......... .......... .......... 13%  291M 1s\n","  7450K .......... .......... .......... .......... .......... 13% 8.56M 1s\n","  7500K .......... .......... .......... .......... .......... 13%  137M 1s\n","  7550K .......... .......... .......... .......... .......... 13% 39.8M 1s\n","  7600K .......... .......... .......... .......... .......... 13%  154M 1s\n","  7650K .......... .......... .......... .......... .......... 13% 50.3M 1s\n","  7700K .......... .......... .......... .......... .......... 13% 53.3M 1s\n","  7750K .......... .......... .......... .......... .......... 13% 54.9M 1s\n","  7800K .......... .......... .......... .......... .......... 13% 52.7M 1s\n","  7850K .......... .......... .......... .......... .......... 13% 17.4M 1s\n","  7900K .......... .......... .......... .......... .......... 13% 30.2M 1s\n","  7950K .......... .......... .......... .......... .......... 14%  233M 1s\n","  8000K .......... .......... .......... .......... .......... 14%  294M 1s\n","  8050K .......... .......... .......... .......... .......... 14%  278M 1s\n","  8100K .......... .......... .......... .......... .......... 14% 29.8M 1s\n","  8150K .......... .......... .......... .......... .......... 14% 61.5M 1s\n","  8200K .......... .......... .......... .......... .......... 14%  284M 1s\n","  8250K .......... .......... .......... .......... .......... 14%  288M 1s\n","  8300K .......... .......... .......... .......... .......... 14%  276M 1s\n","  8350K .......... .......... .......... .......... .......... 14%  244M 1s\n","  8400K .......... .......... .......... .......... .......... 14%  244M 1s\n","  8450K .......... .......... .......... .......... .......... 14% 54.3M 1s\n","  8500K .......... .......... .......... .......... .......... 14% 44.9M 1s\n","  8550K .......... .......... .......... .......... .......... 15% 41.1M 1s\n","  8600K .......... .......... .......... .......... .......... 15% 52.0M 1s\n","  8650K .......... .......... .......... .......... .......... 15% 53.6M 1s\n","  8700K .......... .......... .......... .......... .......... 15% 53.1M 1s\n","  8750K .......... .......... .......... .......... .......... 15% 51.1M 1s\n","  8800K .......... .......... .......... .......... .......... 15% 29.7M 1s\n","  8850K .......... .......... .......... .......... .......... 15% 51.3M 1s\n","  8900K .......... .......... .......... .......... .......... 15% 59.4M 1s\n","  8950K .......... .......... .......... .......... .......... 15% 29.6M 1s\n","  9000K .......... .......... .......... .......... .......... 15% 43.2M 1s\n","  9050K .......... .......... .......... .......... .......... 15% 39.7M 1s\n","  9100K .......... .......... .......... .......... .......... 16% 47.4M 1s\n","  9150K .......... .......... .......... .......... .......... 16%  180M 1s\n","  9200K .......... .......... .......... .......... .......... 16%  281M 1s\n","  9250K .......... .......... .......... .......... .......... 16%  244M 1s\n","  9300K .......... .......... .......... .......... .......... 16%  284M 1s\n","  9350K .......... .......... .......... .......... .......... 16%  233M 1s\n","  9400K .......... .......... .......... .......... .......... 16%  272M 1s\n","  9450K .......... .......... .......... .......... .......... 16%  269M 1s\n","  9500K .......... .......... .......... .......... .......... 16%  289M 1s\n","  9550K .......... .......... .......... .......... .......... 16%  210M 1s\n","  9600K .......... .......... .......... .......... .......... 16%  293M 1s\n","  9650K .......... .......... .......... .......... .......... 16% 84.2M 1s\n","  9700K .......... .......... .......... .......... .......... 17%  233M 1s\n","  9750K .......... .......... .......... .......... .......... 17%  250M 1s\n","  9800K .......... .......... .......... .......... .......... 17%  286M 1s\n","  9850K .......... .......... .......... .......... .......... 17%  273M 1s\n","  9900K .......... .......... .......... .......... .......... 17%  289M 1s\n","  9950K .......... .......... .......... .......... .......... 17% 65.7M 1s\n"," 10000K .......... .......... .......... .......... .......... 17% 63.2M 1s\n"," 10050K .......... .......... .......... .......... .......... 17% 51.1M 1s\n"," 10100K .......... .......... .......... .......... .......... 17% 36.7M 1s\n"," 10150K .......... .......... .......... .......... .......... 17% 41.2M 1s\n"," 10200K .......... .......... .......... .......... .......... 17% 45.6M 1s\n"," 10250K .......... .......... .......... .......... .......... 18% 45.6M 1s\n"," 10300K .......... .......... .......... .......... .......... 18% 48.2M 1s\n"," 10350K .......... .......... .......... .......... .......... 18% 43.9M 1s\n"," 10400K .......... .......... .......... .......... .......... 18% 44.4M 1s\n"," 10450K .......... .......... .......... .......... .......... 18% 44.4M 1s\n"," 10500K .......... .......... .......... .......... .......... 18% 53.1M 1s\n"," 10550K .......... .......... .......... .......... .......... 18% 25.8M 1s\n"," 10600K .......... .......... .......... .......... .......... 18%  243M 1s\n"," 10650K .......... .......... .......... .......... .......... 18%  290M 1s\n"," 10700K .......... .......... .......... .......... .......... 18%  265M 1s\n"," 10750K .......... .......... .......... .......... .......... 18%  242M 1s\n"," 10800K .......... .......... .......... .......... .......... 19%  247M 1s\n"," 10850K .......... .......... .......... .......... .......... 19%  286M 1s\n"," 10900K .......... .......... .......... .......... .......... 19%  282M 1s\n"," 10950K .......... .......... .......... .......... .......... 19%  242M 1s\n"," 11000K .......... .......... .......... .......... .......... 19%  287M 1s\n"," 11050K .......... .......... .......... .......... .......... 19%  267M 1s\n"," 11100K .......... .......... .......... .......... .......... 19%  262M 1s\n"," 11150K .......... .......... .......... .......... .......... 19%  219M 1s\n"," 11200K .......... .......... .......... .......... .......... 19%  274M 1s\n"," 11250K .......... .......... .......... .......... .......... 19%  294M 1s\n"," 11300K .......... .......... .......... .......... .......... 19%  298M 1s\n"," 11350K .......... .......... .......... .......... .......... 19%  200M 1s\n"," 11400K .......... .......... .......... .......... .......... 20%  286M 1s\n"," 11450K .......... .......... .......... .......... .......... 20%  285M 1s\n"," 11500K .......... .......... .......... .......... .......... 20%  281M 1s\n"," 11550K .......... .......... .......... .......... .......... 20% 51.4M 1s\n"," 11600K .......... .......... .......... .......... .......... 20%  158M 1s\n"," 11650K .......... .......... .......... .......... .......... 20%  204M 1s\n"," 11700K .......... .......... .......... .......... .......... 20%  280M 1s\n"," 11750K .......... .......... .......... .......... .......... 20%  264M 1s\n"," 11800K .......... .......... .......... .......... .......... 20%  269M 1s\n"," 11850K .......... .......... .......... .......... .......... 20%  153M 1s\n"," 11900K .......... .......... .......... .......... .......... 20%  261M 1s\n"," 11950K .......... .......... .......... .......... .......... 21%  235M 1s\n"," 12000K .......... .......... .......... .......... .......... 21%  280M 1s\n"," 12050K .......... .......... .......... .......... .......... 21%  294M 1s\n"," 12100K .......... .......... .......... .......... .......... 21%  300M 1s\n"," 12150K .......... .......... .......... .......... .......... 21% 47.1M 1s\n"," 12200K .......... .......... .......... .......... .......... 21% 53.3M 1s\n"," 12250K .......... .......... .......... .......... .......... 21% 41.4M 1s\n"," 12300K .......... .......... .......... .......... .......... 21% 45.1M 1s\n"," 12350K .......... .......... .......... .......... .......... 21% 62.9M 1s\n"," 12400K .......... .......... .......... .......... .......... 21%  147M 1s\n"," 12450K .......... .......... .......... .......... .......... 21%  284M 1s\n"," 12500K .......... .......... .......... .......... .......... 21%  281M 1s\n"," 12550K .......... .......... .......... .......... .......... 22%  261M 1s\n"," 12600K .......... .......... .......... .......... .......... 22%  300M 1s\n"," 12650K .......... .......... .......... .......... .......... 22%  210M 1s\n"," 12700K .......... .......... .......... .......... .......... 22%  279M 1s\n"," 12750K .......... .......... .......... .......... .......... 22%  225M 1s\n"," 12800K .......... .......... .......... .......... .......... 22%  294M 1s\n"," 12850K .......... .......... .......... .......... .......... 22%  117M 1s\n"," 12900K .......... .......... .......... .......... .......... 22%  290M 1s\n"," 12950K .......... .......... .......... .......... .......... 22%  265M 1s\n"," 13000K .......... .......... .......... .......... .......... 22%  249M 1s\n"," 13050K .......... .......... .......... .......... .......... 22%  136M 1s\n"," 13100K .......... .......... .......... .......... .......... 23%  233M 1s\n"," 13150K .......... .......... .......... .......... .......... 23%  238M 1s\n"," 13200K .......... .......... .......... .......... .......... 23%  269M 1s\n"," 13250K .......... .......... .......... .......... .......... 23%  287M 1s\n"," 13300K .......... .......... .......... .......... .......... 23%  257M 1s\n"," 13350K .......... .......... .......... .......... .......... 23%  250M 1s\n"," 13400K .......... .......... .......... .......... .......... 23%  275M 1s\n"," 13450K .......... .......... .......... .......... .......... 23%  295M 1s\n"," 13500K .......... .......... .......... .......... .......... 23%  271M 1s\n"," 13550K .......... .......... .......... .......... .......... 23%  243M 1s\n"," 13600K .......... .......... .......... .......... .......... 23%  216M 1s\n"," 13650K .......... .......... .......... .......... .......... 23%  287M 1s\n"," 13700K .......... .......... .......... .......... .......... 24%  296M 1s\n"," 13750K .......... .......... .......... .......... .......... 24%  249M 1s\n"," 13800K .......... .......... .......... .......... .......... 24%  295M 1s\n"," 13850K .......... .......... .......... .......... .......... 24%  103M 1s\n"," 13900K .......... .......... .......... .......... .......... 24% 27.5M 1s\n"," 13950K .......... .......... .......... .......... .......... 24% 71.4M 1s\n"," 14000K .......... .......... .......... .......... .......... 24%  276M 1s\n"," 14050K .......... .......... .......... .......... .......... 24%  241M 1s\n"," 14100K .......... .......... .......... .......... .......... 24%  291M 1s\n"," 14150K .......... .......... .......... .......... .......... 24%  264M 1s\n"," 14200K .......... .......... .......... .......... .......... 24%  281M 1s\n"," 14250K .......... .......... .......... .......... .......... 25%  290M 1s\n"," 14300K .......... .......... .......... .......... .......... 25%  240M 1s\n"," 14350K .......... .......... .......... .......... .......... 25%  235M 1s\n"," 14400K .......... .......... .......... .......... .......... 25%  265M 1s\n"," 14450K .......... .......... .......... .......... .......... 25%  278M 1s\n"," 14500K .......... .......... .......... .......... .......... 25% 22.4M 1s\n"," 14550K .......... .......... .......... .......... .......... 25% 15.8M 1s\n"," 14600K .......... .......... .......... .......... .......... 25% 18.3M 1s\n"," 14650K .......... .......... .......... .......... .......... 25% 45.8M 1s\n"," 14700K .......... .......... .......... .......... .......... 25% 51.7M 1s\n"," 14750K .......... .......... .......... .......... .......... 25% 33.6M 1s\n"," 14800K .......... .......... .......... .......... .......... 26% 53.0M 1s\n"," 14850K .......... .......... .......... .......... .......... 26% 53.2M 1s\n"," 14900K .......... .......... .......... .......... .......... 26% 25.5M 1s\n"," 14950K .......... .......... .......... .......... .......... 26% 18.2M 1s\n"," 15000K .......... .......... .......... .......... .......... 26% 41.9M 1s\n"," 15050K .......... .......... .......... .......... .......... 26%  160M 1s\n"," 15100K .......... .......... .......... .......... .......... 26%  145M 1s\n"," 15150K .......... .......... .......... .......... .......... 26%  207M 1s\n"," 15200K .......... .......... .......... .......... .......... 26%  277M 1s\n"," 15250K .......... .......... .......... .......... .......... 26%  291M 1s\n"," 15300K .......... .......... .......... .......... .......... 26%  246M 1s\n"," 15350K .......... .......... .......... .......... .......... 26%  147M 1s\n"," 15400K .......... .......... .......... .......... .......... 27%  282M 1s\n"," 15450K .......... .......... .......... .......... .......... 27%  292M 1s\n"," 15500K .......... .......... .......... .......... .......... 27%  295M 1s\n"," 15550K .......... .......... .......... .......... .......... 27%  181M 1s\n"," 15600K .......... .......... .......... .......... .......... 27%  189M 1s\n"," 15650K .......... .......... .......... .......... .......... 27%  282M 1s\n"," 15700K .......... .......... .......... .......... .......... 27%  295M 1s\n"," 15750K .......... .......... .......... .......... .......... 27%  172M 1s\n"," 15800K .......... .......... .......... .......... .......... 27%  220M 1s\n"," 15850K .......... .......... .......... .......... .......... 27%  293M 1s\n"," 15900K .......... .......... .......... .......... .......... 27%  276M 1s\n"," 15950K .......... .......... .......... .......... .......... 28%  245M 1s\n"," 16000K .......... .......... .......... .......... .......... 28%  255M 1s\n"," 16050K .......... .......... .......... .......... .......... 28%  275M 1s\n"," 16100K .......... .......... .......... .......... .......... 28%  289M 1s\n"," 16150K .......... .......... .......... .......... .......... 28%  263M 1s\n"," 16200K .......... .......... .......... .......... .......... 28%  272M 1s\n"," 16250K .......... .......... .......... .......... .......... 28%  291M 1s\n"," 16300K .......... .......... .......... .......... .......... 28%  212M 1s\n"," 16350K .......... .......... .......... .......... .......... 28%  237M 1s\n"," 16400K .......... .......... .......... .......... .......... 28%  301M 1s\n"," 16450K .......... .......... .......... .......... .......... 28%  282M 1s\n"," 16500K .......... .......... .......... .......... .......... 28% 44.3M 1s\n"," 16550K .......... .......... .......... .......... .......... 29% 49.2M 1s\n"," 16600K .......... .......... .......... .......... .......... 29% 56.5M 1s\n"," 16650K .......... .......... .......... .......... .......... 29%  273M 1s\n"," 16700K .......... .......... .......... .......... .......... 29%  104M 1s\n"," 16750K .......... .......... .......... .......... .......... 29%  236M 1s\n"," 16800K .......... .......... .......... .......... .......... 29%  276M 1s\n"," 16850K .......... .......... .......... .......... .......... 29%  296M 1s\n"," 16900K .......... .......... .......... .......... .......... 29%  268M 1s\n"," 16950K .......... .......... .......... .......... .......... 29%  248M 1s\n"," 17000K .......... .......... .......... .......... .......... 29%  290M 1s\n"," 17050K .......... .......... .......... .......... .......... 29%  261M 1s\n"," 17100K .......... .......... .......... .......... .......... 30% 90.6M 1s\n"," 17150K .......... .......... .......... .......... .......... 30%  199M 1s\n"," 17200K .......... .......... .......... .......... .......... 30%  298M 1s\n"," 17250K .......... .......... .......... .......... .......... 30%  275M 1s\n"," 17300K .......... .......... .......... .......... .......... 30%  295M 1s\n"," 17350K .......... .......... .......... .......... .......... 30%  223M 1s\n"," 17400K .......... .......... .......... .......... .......... 30%  150M 1s\n"," 17450K .......... .......... .......... .......... .......... 30%  280M 1s\n"," 17500K .......... .......... .......... .......... .......... 30%  289M 1s\n"," 17550K .......... .......... .......... .......... .......... 30%  247M 1s\n"," 17600K .......... .......... .......... .......... .......... 30%  133M 1s\n"," 17650K .......... .......... .......... .......... .......... 30%  284M 1s\n"," 17700K .......... .......... .......... .......... .......... 31%  281M 1s\n"," 17750K .......... .......... .......... .......... .......... 31%  262M 1s\n"," 17800K .......... .......... .......... .......... .......... 31%  253M 1s\n"," 17850K .......... .......... .......... .......... .......... 31%  284M 1s\n"," 17900K .......... .......... .......... .......... .......... 31%  291M 1s\n"," 17950K .......... .......... .......... .......... .......... 31%  233M 1s\n"," 18000K .......... .......... .......... .......... .......... 31%  283M 1s\n"," 18050K .......... .......... .......... .......... .......... 31% 33.3M 1s\n"," 18100K .......... .......... .......... .......... .......... 31% 41.7M 1s\n"," 18150K .......... .......... .......... .......... .......... 31% 26.1M 1s\n"," 18200K .......... .......... .......... .......... .......... 31%  188M 1s\n"," 18250K .......... .......... .......... .......... .......... 32% 50.9M 1s\n"," 18300K .......... .......... .......... .......... .......... 32% 42.4M 1s\n"," 18350K .......... .......... .......... .......... .......... 32%  236M 1s\n"," 18400K .......... .......... .......... .......... .......... 32% 50.5M 1s\n"," 18450K .......... .......... .......... .......... .......... 32%  240M 1s\n"," 18500K .......... .......... .......... .......... .......... 32%  269M 1s\n"," 18550K .......... .......... .......... .......... .......... 32%  261M 1s\n"," 18600K .......... .......... .......... .......... .......... 32%  300M 1s\n"," 18650K .......... .......... .......... .......... .......... 32%  108M 1s\n"," 18700K .......... .......... .......... .......... .......... 32%  234M 1s\n"," 18750K .......... .......... .......... .......... .......... 32%  240M 1s\n"," 18800K .......... .......... .......... .......... .......... 33%  283M 1s\n"," 18850K .......... .......... .......... .......... .......... 33%  280M 1s\n"," 18900K .......... .......... .......... .......... .......... 33%  300M 1s\n"," 18950K .......... .......... .......... .......... .......... 33%  228M 1s\n"," 19000K .......... .......... .......... .......... .......... 33% 72.9M 1s\n"," 19050K .......... .......... .......... .......... .......... 33% 76.3M 1s\n"," 19100K .......... .......... .......... .......... .......... 33%  274M 1s\n"," 19150K .......... .......... .......... .......... .......... 33% 69.7M 1s\n"," 19200K .......... .......... .......... .......... .......... 33%  282M 1s\n"," 19250K .......... .......... .......... .......... .......... 33%  274M 1s\n"," 19300K .......... .......... .......... .......... .......... 33% 80.3M 1s\n"," 19350K .......... .......... .......... .......... .......... 33%  258M 1s\n"," 19400K .......... .......... .......... .......... .......... 34%  283M 1s\n"," 19450K .......... .......... .......... .......... .......... 34%  298M 1s\n"," 19500K .......... .......... .......... .......... .......... 34%  297M 1s\n"," 19550K .......... .......... .......... .......... .......... 34%  205M 1s\n"," 19600K .......... .......... .......... .......... .......... 34%  298M 1s\n"," 19650K .......... .......... .......... .......... .......... 34% 52.6M 1s\n"," 19700K .......... .......... .......... .......... .......... 34%  288M 1s\n"," 19750K .......... .......... .......... .......... .......... 34%  251M 1s\n"," 19800K .......... .......... .......... .......... .......... 34%  296M 1s\n"," 19850K .......... .......... .......... .......... .......... 34%  258M 1s\n"," 19900K .......... .......... .......... .......... .......... 34%  154M 1s\n"," 19950K .......... .......... .......... .......... .......... 35%  244M 1s\n"," 20000K .......... .......... .......... .......... .......... 35%  285M 1s\n"," 20050K .......... .......... .......... .......... .......... 35%  295M 1s\n"," 20100K .......... .......... .......... .......... .......... 35%  220M 1s\n"," 20150K .......... .......... .......... .......... .......... 35%  246M 1s\n"," 20200K .......... .......... .......... .......... .......... 35%  150M 1s\n"," 20250K .......... .......... .......... .......... .......... 35%  290M 1s\n"," 20300K .......... .......... .......... .......... .......... 35%  292M 1s\n"," 20350K .......... .......... .......... .......... .......... 35%  211M 1s\n"," 20400K .......... .......... .......... .......... .......... 35%  295M 1s\n"," 20450K .......... .......... .......... .......... .......... 35%  149M 1s\n"," 20500K .......... .......... .......... .......... .......... 35%  293M 1s\n"," 20550K .......... .......... .......... .......... .......... 36%  205M 1s\n"," 20600K .......... .......... .......... .......... .......... 36%  287M 1s\n"," 20650K .......... .......... .......... .......... .......... 36%  296M 1s\n"," 20700K .......... .......... .......... .......... .......... 36%  282M 1s\n"," 20750K .......... .......... .......... .......... .......... 36%  243M 1s\n"," 20800K .......... .......... .......... .......... .......... 36%  282M 1s\n"," 20850K .......... .......... .......... .......... .......... 36% 64.2M 1s\n"," 20900K .......... .......... .......... .......... .......... 36%  291M 1s\n"," 20950K .......... .......... .......... .......... .......... 36%  227M 1s\n"," 21000K .......... .......... .......... .......... .......... 36%  295M 0s\n"," 21050K .......... .......... .......... .......... .......... 36%  293M 0s\n"," 21100K .......... .......... .......... .......... .......... 37%  114M 0s\n"," 21150K .......... .......... .......... .......... .......... 37%  201M 0s\n"," 21200K .......... .......... .......... .......... .......... 37%  293M 0s\n"," 21250K .......... .......... .......... .......... .......... 37%  158M 0s\n"," 21300K .......... .......... .......... .......... .......... 37%  287M 0s\n"," 21350K .......... .......... .......... .......... .......... 37%  265M 0s\n"," 21400K .......... .......... .......... .......... .......... 37%  212M 0s\n"," 21450K .......... .......... .......... .......... .......... 37%  114M 0s\n"," 21500K .......... .......... .......... .......... .......... 37%  265M 0s\n"," 21550K .......... .......... .......... .......... .......... 37%  223M 0s\n"," 21600K .......... .......... .......... .......... .......... 37% 36.0M 0s\n"," 21650K .......... .......... .......... .......... .......... 38% 52.5M 0s\n"," 21700K .......... .......... .......... .......... .......... 38% 62.3M 0s\n"," 21750K .......... .......... .......... .......... .......... 38%  110M 0s\n"," 21800K .......... .......... .......... .......... .......... 38%  270M 0s\n"," 21850K .......... .......... .......... .......... .......... 38%  291M 0s\n"," 21900K .......... .......... .......... .......... .......... 38% 86.8M 0s\n"," 21950K .......... .......... .......... .......... .......... 38% 62.1M 0s\n"," 22000K .......... .......... .......... .......... .......... 38% 74.0M 0s\n"," 22050K .......... .......... .......... .......... .......... 38% 63.2M 0s\n"," 22100K .......... .......... .......... .......... .......... 38% 72.0M 0s\n"," 22150K .......... .......... .......... .......... .......... 38%  256M 0s\n"," 22200K .......... .......... .......... .......... .......... 38%  283M 0s\n"," 22250K .......... .......... .......... .......... .......... 39%  286M 0s\n"," 22300K .......... .......... .......... .......... .......... 39% 71.6M 0s\n"," 22350K .......... .......... .......... .......... .......... 39%  231M 0s\n"," 22400K .......... .......... .......... .......... .......... 39%  296M 0s\n"," 22450K .......... .......... .......... .......... .......... 39% 68.6M 0s\n"," 22500K .......... .......... .......... .......... .......... 39%  286M 0s\n"," 22550K .......... .......... .......... .......... .......... 39%  187M 0s\n"," 22600K .......... .......... .......... .......... .......... 39% 54.0M 0s\n"," 22650K .......... .......... .......... .......... .......... 39% 38.3M 0s\n"," 22700K .......... .......... .......... .......... .......... 39% 52.5M 0s\n"," 22750K .......... .......... .......... .......... .......... 39% 32.1M 0s\n"," 22800K .......... .......... .......... .......... .......... 40% 56.0M 0s\n"," 22850K .......... .......... .......... .......... .......... 40%  254M 0s\n"," 22900K .......... .......... .......... .......... .......... 40%  296M 0s\n"," 22950K .......... .......... .......... .......... .......... 40%  197M 0s\n"," 23000K .......... .......... .......... .......... .......... 40%  289M 0s\n"," 23050K .......... .......... .......... .......... .......... 40%  248M 0s\n"," 23100K .......... .......... .......... .......... .......... 40%  277M 0s\n"," 23150K .......... .......... .......... .......... .......... 40%  238M 0s\n"," 23200K .......... .......... .......... .......... .......... 40%  247M 0s\n"," 23250K .......... .......... .......... .......... .......... 40%  259M 0s\n"," 23300K .......... .......... .......... .......... .......... 40%  200M 0s\n"," 23350K .......... .......... .......... .......... .......... 40%  240M 0s\n"," 23400K .......... .......... .......... .......... .......... 41%  279M 0s\n"," 23450K .......... .......... .......... .......... .......... 41%  225M 0s\n"," 23500K .......... .......... .......... .......... .......... 41%  296M 0s\n"," 23550K .......... .......... .......... .......... .......... 41%  192M 0s\n"," 23600K .......... .......... .......... .......... .......... 41% 62.3M 0s\n"," 23650K .......... .......... .......... .......... .......... 41%  289M 0s\n"," 23700K .......... .......... .......... .......... .......... 41%  270M 0s\n"," 23750K .......... .......... .......... .......... .......... 41%  267M 0s\n"," 23800K .......... .......... .......... .......... .......... 41% 94.4M 0s\n"," 23850K .......... .......... .......... .......... .......... 41%  154M 0s\n"," 23900K .......... .......... .......... .......... .......... 41%  257M 0s\n"," 23950K .......... .......... .......... .......... .......... 42%  105M 0s\n"," 24000K .......... .......... .......... .......... .......... 42%  283M 0s\n"," 24050K .......... .......... .......... .......... .......... 42%  152M 0s\n"," 24100K .......... .......... .......... .......... .......... 42%  225M 0s\n"," 24150K .......... .......... .......... .......... .......... 42%  231M 0s\n"," 24200K .......... .......... .......... .......... .......... 42%  283M 0s\n"," 24250K .......... .......... .......... .......... .......... 42%  283M 0s\n"," 24300K .......... .......... .......... .......... .......... 42%  283M 0s\n"," 24350K .......... .......... .......... .......... .......... 42% 94.2M 0s\n"," 24400K .......... .......... .......... .......... .......... 42%  237M 0s\n"," 24450K .......... .......... .......... .......... .......... 42%  263M 0s\n"," 24500K .......... .......... .......... .......... .......... 42%  289M 0s\n"," 24550K .......... .......... .......... .......... .......... 43%  200M 0s\n"," 24600K .......... .......... .......... .......... .......... 43% 89.8M 0s\n"," 24650K .......... .......... .......... .......... .......... 43% 85.4M 0s\n"," 24700K .......... .......... .......... .......... .......... 43%  288M 0s\n"," 24750K .......... .......... .......... .......... .......... 43%  236M 0s\n"," 24800K .......... .......... .......... .......... .......... 43% 45.3M 0s\n"," 24850K .......... .......... .......... .......... .......... 43% 78.8M 0s\n"," 24900K .......... .......... .......... .......... .......... 43%  149M 0s\n"," 24950K .......... .......... .......... .......... .......... 43%  106M 0s\n"," 25000K .......... .......... .......... .......... .......... 43%  144M 0s\n"," 25050K .......... .......... .......... .......... .......... 43%  162M 0s\n"," 25100K .......... .......... .......... .......... .......... 44%  161M 0s\n"," 25150K .......... .......... .......... .......... .......... 44%  136M 0s\n"," 25200K .......... .......... .......... .......... .......... 44%  152M 0s\n"," 25250K .......... .......... .......... .......... .......... 44%  148M 0s\n"," 25300K .......... .......... .......... .......... .......... 44%  150M 0s\n"," 25350K .......... .......... .......... .......... .......... 44%  148M 0s\n"," 25400K .......... .......... .......... .......... .......... 44%  159M 0s\n"," 25450K .......... .......... .......... .......... .......... 44%  163M 0s\n"," 25500K .......... .......... .......... .......... .......... 44%  162M 0s\n"," 25550K .......... .......... .......... .......... .......... 44%  130M 0s\n"," 25600K .......... .......... .......... .......... .......... 44%  159M 0s\n"," 25650K .......... .......... .......... .......... .......... 45%  166M 0s\n"," 25700K .......... .......... .......... .......... .......... 45%  166M 0s\n"," 25750K .......... .......... .......... .......... .......... 45%  140M 0s\n"," 25800K .......... .......... .......... .......... .......... 45%  156M 0s\n"," 25850K .......... .......... .......... .......... .......... 45%  164M 0s\n"," 25900K .......... .......... .......... .......... .......... 45%  155M 0s\n"," 25950K .......... .......... .......... .......... .......... 45%  147M 0s\n"," 26000K .......... .......... .......... .......... .......... 45%  164M 0s\n"," 26050K .......... .......... .......... .......... .......... 45%  148M 0s\n"," 26100K .......... .......... .......... .......... .......... 45%  173M 0s\n"," 26150K .......... .......... .......... .......... .......... 45%  137M 0s\n"," 26200K .......... .......... .......... .......... .......... 45%  140M 0s\n"," 26250K .......... .......... .......... .......... .......... 46%  171M 0s\n"," 26300K .......... .......... .......... .......... .......... 46%  152M 0s\n"," 26350K .......... .......... .......... .......... .......... 46%  129M 0s\n"," 26400K .......... .......... .......... .......... .......... 46%  167M 0s\n"," 26450K .......... .......... .......... .......... .......... 46%  171M 0s\n"," 26500K .......... .......... .......... .......... .......... 46%  167M 0s\n"," 26550K .......... .......... .......... .......... .......... 46%  140M 0s\n"," 26600K .......... .......... .......... .......... .......... 46%  177M 0s\n"," 26650K .......... .......... .......... .......... .......... 46%  167M 0s\n"," 26700K .......... .......... .......... .......... .......... 46%  161M 0s\n"," 26750K .......... .......... .......... .......... .......... 46%  150M 0s\n"," 26800K .......... .......... .......... .......... .......... 47%  163M 0s\n"," 26850K .......... .......... .......... .......... .......... 47% 61.0M 0s\n"," 26900K .......... .......... .......... .......... .......... 47%  203M 0s\n"," 26950K .......... .......... .......... .......... .......... 47%  173M 0s\n"," 27000K .......... .......... .......... .......... .......... 47%  292M 0s\n"," 27050K .......... .......... .......... .......... .......... 47%  270M 0s\n"," 27100K .......... .......... .......... .......... .......... 47%  289M 0s\n"," 27150K .......... .......... .......... .......... .......... 47%  251M 0s\n"," 27200K .......... .......... .......... .......... .......... 47%  125M 0s\n"," 27250K .......... .......... .......... .......... .......... 47%  293M 0s\n"," 27300K .......... .......... .......... .......... .......... 47%  148M 0s\n"," 27350K .......... .......... .......... .......... .......... 47%  138M 0s\n"," 27400K .......... .......... .......... .......... .......... 48%  278M 0s\n"," 27450K .......... .......... .......... .......... .......... 48%  295M 0s\n"," 27500K .......... .......... .......... .......... .......... 48%  286M 0s\n"," 27550K .......... .......... .......... .......... .......... 48% 84.6M 0s\n"," 27600K .......... .......... .......... .......... .......... 48%  158M 0s\n"," 27650K .......... .......... .......... .......... .......... 48%  282M 0s\n"," 27700K .......... .......... .......... .......... .......... 48%  106M 0s\n"," 27750K .......... .......... .......... .......... .......... 48%  266M 0s\n"," 27800K .......... .......... .......... .......... .......... 48%  297M 0s\n"," 27850K .......... .......... .......... .......... .......... 48%  287M 0s\n"," 27900K .......... .......... .......... .......... .......... 48%  302M 0s\n"," 27950K .......... .......... .......... .......... .......... 49%  226M 0s\n"," 28000K .......... .......... .......... .......... .......... 49%  217M 0s\n"," 28050K .......... .......... .......... .......... .......... 49%  304M 0s\n"," 28100K .......... .......... .......... .......... .......... 49%  306M 0s\n"," 28150K .......... .......... .......... .......... .......... 49%  255M 0s\n"," 28200K .......... .......... .......... .......... .......... 49%  304M 0s\n"," 28250K .......... .......... .......... .......... .......... 49%  258M 0s\n"," 28300K .......... .......... .......... .......... .......... 49%  295M 0s\n"," 28350K .......... .......... .......... .......... .......... 49%  245M 0s\n"," 28400K .......... .......... .......... .......... .......... 49%  270M 0s\n"," 28450K .......... .......... .......... .......... .......... 49%  285M 0s\n"," 28500K .......... .......... .......... .......... .......... 50% 34.5M 0s\n"," 28550K .......... .......... .......... .......... .......... 50%  256M 0s\n"," 28600K .......... .......... .......... .......... .......... 50%  298M 0s\n"," 28650K .......... .......... .......... .......... .......... 50%  298M 0s\n"," 28700K .......... .......... .......... .......... .......... 50%  303M 0s\n"," 28750K .......... .......... .......... .......... .......... 50%  162M 0s\n"," 28800K .......... .......... .......... .......... .......... 50% 43.9M 0s\n"," 28850K .......... .......... .......... .......... .......... 50% 92.8M 0s\n"," 28900K .......... .......... .......... .......... .......... 50% 65.1M 0s\n"," 28950K .......... .......... .......... .......... .......... 50%  166M 0s\n"," 29000K .......... .......... .......... .......... .......... 50%  165M 0s\n"," 29050K .......... .......... .......... .......... .......... 50% 49.3M 0s\n"," 29100K .......... .......... .......... .......... .......... 51%  159M 0s\n"," 29150K .......... .......... .......... .......... .......... 51%  153M 0s\n"," 29200K .......... .......... .......... .......... .......... 51%  186M 0s\n"," 29250K .......... .......... .......... .......... .......... 51% 13.8M 0s\n"," 29300K .......... .......... .......... .......... .......... 51% 16.2M 0s\n"," 29350K .......... .......... .......... .......... .......... 51%  131M 0s\n"," 29400K .......... .......... .......... .......... .......... 51%  240M 0s\n"," 29450K .......... .......... .......... .......... .......... 51%  298M 0s\n"," 29500K .......... .......... .......... .......... .......... 51%  298M 0s\n"," 29550K .......... .......... .......... .......... .......... 51%  249M 0s\n"," 29600K .......... .......... .......... .......... .......... 51%  301M 0s\n"," 29650K .......... .......... .......... .......... .......... 52%  240M 0s\n"," 29700K .......... .......... .......... .......... .......... 52%  290M 0s\n"," 29750K .......... .......... .......... .......... .......... 52%  194M 0s\n"," 29800K .......... .......... .......... .......... .......... 52%  169M 0s\n"," 29850K .......... .......... .......... .......... .......... 52%  153M 0s\n"," 29900K .......... .......... .......... .......... .......... 52%  165M 0s\n"," 29950K .......... .......... .......... .......... .......... 52%  141M 0s\n"," 30000K .......... .......... .......... .......... .......... 52%  169M 0s\n"," 30050K .......... .......... .......... .......... .......... 52%  171M 0s\n"," 30100K .......... .......... .......... .......... .......... 52%  174M 0s\n"," 30150K .......... .......... .......... .......... .......... 52%  157M 0s\n"," 30200K .......... .......... .......... .......... .......... 52%  157M 0s\n"," 30250K .......... .......... .......... .......... .......... 53%  177M 0s\n"," 30300K .......... .......... .......... .......... .......... 53%  174M 0s\n"," 30350K .......... .......... .......... .......... .......... 53%  112M 0s\n"," 30400K .......... .......... .......... .......... .......... 53%  261M 0s\n"," 30450K .......... .......... .......... .......... .......... 53%  301M 0s\n"," 30500K .......... .......... .......... .......... .......... 53%  287M 0s\n"," 30550K .......... .......... .......... .......... .......... 53%  273M 0s\n"," 30600K .......... .......... .......... .......... .......... 53%  195M 0s\n"," 30650K .......... .......... .......... .......... .......... 53%  291M 0s\n"," 30700K .......... .......... .......... .......... .......... 53%  268M 0s\n"," 30750K .......... .......... .......... .......... .......... 53%  244M 0s\n"," 30800K .......... .......... .......... .......... .......... 54%  159M 0s\n"," 30850K .......... .......... .......... .......... .......... 54% 72.3M 0s\n"," 30900K .......... .......... .......... .......... .......... 54%  248M 0s\n"," 30950K .......... .......... .......... .......... .......... 54%  130M 0s\n"," 31000K .......... .......... .......... .......... .......... 54%  209M 0s\n"," 31050K .......... .......... .......... .......... .......... 54%  299M 0s\n"," 31100K .......... .......... .......... .......... .......... 54%  303M 0s\n"," 31150K .......... .......... .......... .......... .......... 54%  211M 0s\n"," 31200K .......... .......... .......... .......... .......... 54%  288M 0s\n"," 31250K .......... .......... .......... .......... .......... 54%  294M 0s\n"," 31300K .......... .......... .......... .......... .......... 54%  272M 0s\n"," 31350K .......... .......... .......... .......... .......... 54%  269M 0s\n"," 31400K .......... .......... .......... .......... .......... 55%  307M 0s\n"," 31450K .......... .......... .......... .......... .......... 55%  218M 0s\n"," 31500K .......... .......... .......... .......... .......... 55%  225M 0s\n"," 31550K .......... .......... .......... .......... .......... 55%  244M 0s\n"," 31600K .......... .......... .......... .......... .......... 55%  298M 0s\n"," 31650K .......... .......... .......... .......... .......... 55%  303M 0s\n"," 31700K .......... .......... .......... .......... .......... 55%  185M 0s\n"," 31750K .......... .......... .......... .......... .......... 55%  151M 0s\n"," 31800K .......... .......... .......... .......... .......... 55%  208M 0s\n"," 31850K .......... .......... .......... .......... .......... 55%  301M 0s\n"," 31900K .......... .......... .......... .......... .......... 55%  211M 0s\n"," 31950K .......... .......... .......... .......... .......... 56%  232M 0s\n"," 32000K .......... .......... .......... .......... .......... 56%  294M 0s\n"," 32050K .......... .......... .......... .......... .......... 56%  306M 0s\n"," 32100K .......... .......... .......... .......... .......... 56%  283M 0s\n"," 32150K .......... .......... .......... .......... .......... 56%  138M 0s\n"," 32200K .......... .......... .......... .......... .......... 56%  276M 0s\n"," 32250K .......... .......... .......... .......... .......... 56%  295M 0s\n"," 32300K .......... .......... .......... .......... .......... 56%  305M 0s\n"," 32350K .......... .......... .......... .......... .......... 56%  251M 0s\n"," 32400K .......... .......... .......... .......... .......... 56%  211M 0s\n"," 32450K .......... .......... .......... .......... .......... 56%  272M 0s\n"," 32500K .......... .......... .......... .......... .......... 57%  216M 0s\n"," 32550K .......... .......... .......... .......... .......... 57%  187M 0s\n"," 32600K .......... .......... .......... .......... .......... 57% 17.3M 0s\n"," 32650K .......... .......... .......... .......... .......... 57%  139M 0s\n"," 32700K .......... .......... .......... .......... .......... 57%  173M 0s\n"," 32750K .......... .......... .......... .......... .......... 57%  164M 0s\n"," 32800K .......... .......... .......... .......... .......... 57%  197M 0s\n"," 32850K .......... .......... .......... .......... .......... 57%  193M 0s\n"," 32900K .......... .......... .......... .......... .......... 57% 61.0M 0s\n"," 32950K .......... .......... .......... .......... .......... 57% 91.0M 0s\n"," 33000K .......... .......... .......... .......... .......... 57%  233M 0s\n"," 33050K .......... .......... .......... .......... .......... 57%  355M 0s\n"," 33100K .......... .......... .......... .......... .......... 58%  363M 0s\n"," 33150K .......... .......... .......... .......... .......... 58%  241M 0s\n"," 33200K .......... .......... .......... .......... .......... 58%  200M 0s\n"," 33250K .......... .......... .......... .......... .......... 58%  338M 0s\n"," 33300K .......... .......... .......... .......... .......... 58%  347M 0s\n"," 33350K .......... .......... .......... .......... .......... 58%  244M 0s\n"," 33400K .......... .......... .......... .......... .......... 58%  179M 0s\n"," 33450K .......... .......... .......... .......... .......... 58%  189M 0s\n"," 33500K .......... .......... .......... .......... .......... 58%  204M 0s\n"," 33550K .......... .......... .......... .......... .......... 58%  166M 0s\n"," 33600K .......... .......... .......... .......... .......... 58%  168M 0s\n"," 33650K .......... .......... .......... .......... .......... 59%  192M 0s\n"," 33700K .......... .......... .......... .......... .......... 59%  218M 0s\n"," 33750K .......... .......... .......... .......... .......... 59%  305M 0s\n"," 33800K .......... .......... .......... .......... .......... 59%  364M 0s\n"," 33850K .......... .......... .......... .......... .......... 59%  298M 0s\n"," 33900K .......... .......... .......... .......... .......... 59%  337M 0s\n"," 33950K .......... .......... .......... .......... .......... 59%  294M 0s\n"," 34000K .......... .......... .......... .......... .......... 59%  364M 0s\n"," 34050K .......... .......... .......... .......... .......... 59%  346M 0s\n"," 34100K .......... .......... .......... .......... .......... 59%  310M 0s\n"," 34150K .......... .......... .......... .......... .......... 59%  295M 0s\n"," 34200K .......... .......... .......... .......... .......... 59%  175M 0s\n"," 34250K .......... .......... .......... .......... .......... 60%  199M 0s\n"," 34300K .......... .......... .......... .......... .......... 60%  320M 0s\n"," 34350K .......... .......... .......... .......... .......... 60%  289M 0s\n"," 34400K .......... .......... .......... .......... .......... 60% 11.8M 0s\n"," 34450K .......... .......... .......... .......... .......... 60%  107M 0s\n"," 34500K .......... .......... .......... .......... .......... 60%  339M 0s\n"," 34550K .......... .......... .......... .......... .......... 60% 22.9M 0s\n"," 34600K .......... .......... .......... .......... .......... 60% 70.4M 0s\n"," 34650K .......... .......... .......... .......... .......... 60% 75.7M 0s\n"," 34700K .......... .......... .......... .......... .......... 60%  168M 0s\n"," 34750K .......... .......... .......... .......... .......... 60%  276M 0s\n"," 34800K .......... .......... .......... .......... .......... 61% 23.7M 0s\n"," 34850K .......... .......... .......... .......... .......... 61% 50.0M 0s\n"," 34900K .......... .......... .......... .......... .......... 61%  161M 0s\n"," 34950K .......... .......... .......... .......... .......... 61%  280M 0s\n"," 35000K .......... .......... .......... .......... .......... 61%  287M 0s\n"," 35050K .......... .......... .......... .......... .......... 61%  344M 0s\n"," 35100K .......... .......... .......... .......... .......... 61%  363M 0s\n"," 35150K .......... .......... .......... .......... .......... 61%  281M 0s\n"," 35200K .......... .......... .......... .......... .......... 61%  342M 0s\n"," 35250K .......... .......... .......... .......... .......... 61%  361M 0s\n"," 35300K .......... .......... .......... .......... .......... 61%  286M 0s\n"," 35350K .......... .......... .......... .......... .......... 61%  313M 0s\n"," 35400K .......... .......... .......... .......... .......... 62%  321M 0s\n"," 35450K .......... .......... .......... .......... .......... 62%  336M 0s\n"," 35500K .......... .......... .......... .......... .......... 62% 15.1M 0s\n"," 35550K .......... .......... .......... .......... .......... 62% 30.7M 0s\n"," 35600K .......... .......... .......... .......... .......... 62% 57.5M 0s\n"," 35650K .......... .......... .......... .......... .......... 62%  212M 0s\n"," 35700K .......... .......... .......... .......... .......... 62%  217M 0s\n"," 35750K .......... .......... .......... .......... .......... 62%  307M 0s\n"," 35800K .......... .......... .......... .......... .......... 62%  211M 0s\n"," 35850K .......... .......... .......... .......... .......... 62%  191M 0s\n"," 35900K .......... .......... .......... .......... .......... 62%  194M 0s\n"," 35950K .......... .......... .......... .......... .......... 63%  170M 0s\n"," 36000K .......... .......... .......... .......... .......... 63%  185M 0s\n"," 36050K .......... .......... .......... .......... .......... 63%  279M 0s\n"," 36100K .......... .......... .......... .......... .......... 63%  221M 0s\n"," 36150K .......... .......... .......... .......... .......... 63%  180M 0s\n"," 36200K .......... .......... .......... .......... .......... 63%  253M 0s\n"," 36250K .......... .......... .......... .......... .......... 63%  196M 0s\n"," 36300K .......... .......... .......... .......... .......... 63%  205M 0s\n"," 36350K .......... .......... .......... .......... .......... 63%  167M 0s\n"," 36400K .......... .......... .......... .......... .......... 63%  183M 0s\n"," 36450K .......... .......... .......... .......... .......... 63%  163M 0s\n"," 36500K .......... .......... .......... .......... .......... 64%  200M 0s\n"," 36550K .......... .......... .......... .......... .......... 64%  177M 0s\n"," 36600K .......... .......... .......... .......... .......... 64%  180M 0s\n"," 36650K .......... .......... .......... .......... .......... 64%  196M 0s\n"," 36700K .......... .......... .......... .......... .......... 64%  200M 0s\n"," 36750K .......... .......... .......... .......... .......... 64%  166M 0s\n"," 36800K .......... .......... .......... .......... .......... 64%  158M 0s\n"," 36850K .......... .......... .......... .......... .......... 64%  200M 0s\n"," 36900K .......... .......... .......... .......... .......... 64% 66.5M 0s\n"," 36950K .......... .......... .......... .......... .......... 64%  159M 0s\n"," 37000K .......... .......... .......... .......... .......... 64%  187M 0s\n"," 37050K .......... .......... .......... .......... .......... 64%  187M 0s\n"," 37100K .......... .......... .......... .......... .......... 65%  193M 0s\n"," 37150K .......... .......... .......... .......... .......... 65%  119M 0s\n"," 37200K .......... .......... .......... .......... .......... 65%  274M 0s\n"," 37250K .......... .......... .......... .......... .......... 65%  171M 0s\n"," 37300K .......... .......... .......... .......... .......... 65%  252M 0s\n"," 37350K .......... .......... .......... .......... .......... 65%  263M 0s\n"," 37400K .......... .......... .......... .......... .......... 65%  280M 0s\n"," 37450K .......... .......... .......... .......... .......... 65%  292M 0s\n"," 37500K .......... .......... .......... .......... .......... 65%  248M 0s\n"," 37550K .......... .......... .......... .......... .......... 65%  239M 0s\n"," 37600K .......... .......... .......... .......... .......... 65%  286M 0s\n"," 37650K .......... .......... .......... .......... .......... 66%  274M 0s\n"," 37700K .......... .......... .......... .......... .......... 66%  292M 0s\n"," 37750K .......... .......... .......... .......... .......... 66%  258M 0s\n"," 37800K .......... .......... .......... .......... .......... 66%  193M 0s\n"," 37850K .......... .......... .......... .......... .......... 66%  275M 0s\n"," 37900K .......... .......... .......... .......... .......... 66%  290M 0s\n"," 37950K .......... .......... .......... .......... .......... 66%  168M 0s\n"," 38000K .......... .......... .......... .......... .......... 66%  147M 0s\n"," 38050K .......... .......... .......... .......... .......... 66%  173M 0s\n"," 38100K .......... .......... .......... .......... .......... 66%  156M 0s\n"," 38150K .......... .......... .......... .......... .......... 66%  148M 0s\n"," 38200K .......... .......... .......... .......... .......... 66%  169M 0s\n"," 38250K .......... .......... .......... .......... .......... 67%  150M 0s\n"," 38300K .......... .......... .......... .......... .......... 67%  208M 0s\n"," 38350K .......... .......... .......... .......... .......... 67%  186M 0s\n"," 38400K .......... .......... .......... .......... .......... 67%  264M 0s\n"," 38450K .......... .......... .......... .......... .......... 67%  283M 0s\n"," 38500K .......... .......... .......... .......... .......... 67%  176M 0s\n"," 38550K .......... .......... .......... .......... .......... 67%  174M 0s\n"," 38600K .......... .......... .......... .......... .......... 67%  193M 0s\n"," 38650K .......... .......... .......... .......... .......... 67%  209M 0s\n"," 38700K .......... .......... .......... .......... .......... 67%  169M 0s\n"," 38750K .......... .......... .......... .......... .......... 67%  109M 0s\n"," 38800K .......... .......... .......... .......... .......... 68%  254M 0s\n"," 38850K .......... .......... .......... .......... .......... 68%  268M 0s\n"," 38900K .......... .......... .......... .......... .......... 68%  155M 0s\n"," 38950K .......... .......... .......... .......... .......... 68% 57.7M 0s\n"," 39000K .......... .......... .......... .......... .......... 68%  165M 0s\n"," 39050K .......... .......... .......... .......... .......... 68%  177M 0s\n"," 39100K .......... .......... .......... .......... .......... 68%  179M 0s\n"," 39150K .......... .......... .......... .......... .......... 68%  131M 0s\n"," 39200K .......... .......... .......... .......... .......... 68%  162M 0s\n"," 39250K .......... .......... .......... .......... .......... 68%  166M 0s\n"," 39300K .......... .......... .......... .......... .......... 68%  163M 0s\n"," 39350K .......... .......... .......... .......... .......... 69%  130M 0s\n"," 39400K .......... .......... .......... .......... .......... 69%  154M 0s\n"," 39450K .......... .......... .......... .......... .......... 69%  117M 0s\n"," 39500K .......... .......... .......... .......... .......... 69%  154M 0s\n"," 39550K .......... .......... .......... .......... .......... 69%  134M 0s\n"," 39600K .......... .......... .......... .......... .......... 69%  204M 0s\n"," 39650K .......... .......... .......... .......... .......... 69%  144M 0s\n"," 39700K .......... .......... .......... .......... .......... 69%  175M 0s\n"," 39750K .......... .......... .......... .......... .......... 69%  179M 0s\n"," 39800K .......... .......... .......... .......... .......... 69%  187M 0s\n"," 39850K .......... .......... .......... .......... .......... 69%  179M 0s\n"," 39900K .......... .......... .......... .......... .......... 69%  186M 0s\n"," 39950K .......... .......... .......... .......... .......... 70%  150M 0s\n"," 40000K .......... .......... .......... .......... .......... 70%  199M 0s\n"," 40050K .......... .......... .......... .......... .......... 70%  196M 0s\n"," 40100K .......... .......... .......... .......... .......... 70%  192M 0s\n"," 40150K .......... .......... .......... .......... .......... 70%  171M 0s\n"," 40200K .......... .......... .......... .......... .......... 70%  198M 0s\n"," 40250K .......... .......... .......... .......... .......... 70% 27.3M 0s\n"," 40300K .......... .......... .......... .......... .......... 70%  185M 0s\n"," 40350K .......... .......... .......... .......... .......... 70%  155M 0s\n"," 40400K .......... .......... .......... .......... .......... 70%  235M 0s\n"," 40450K .......... .......... .......... .......... .......... 70%  267M 0s\n"," 40500K .......... .......... .......... .......... .......... 71%  338M 0s\n"," 40550K .......... .......... .......... .......... .......... 71%  307M 0s\n"," 40600K .......... .......... .......... .......... .......... 71%  346M 0s\n"," 40650K .......... .......... .......... .......... .......... 71%  333M 0s\n"," 40700K .......... .......... .......... .......... .......... 71% 13.2M 0s\n"," 40750K .......... .......... .......... .......... .......... 71%  146M 0s\n"," 40800K .......... .......... .......... .......... .......... 71%  101M 0s\n"," 40850K .......... .......... .......... .......... .......... 71%  124M 0s\n"," 40900K .......... .......... .......... .......... .......... 71%  174M 0s\n"," 40950K .......... .......... .......... .......... .......... 71%  175M 0s\n"," 41000K .......... .......... .......... .......... .......... 71%  118M 0s\n"," 41050K .......... .......... .......... .......... .......... 71% 51.2M 0s\n"," 41100K .......... .......... .......... .......... .......... 72%  328M 0s\n"," 41150K .......... .......... .......... .......... .......... 72% 41.0M 0s\n"," 41200K .......... .......... .......... .......... .......... 72%  260M 0s\n"," 41250K .......... .......... .......... .......... .......... 72% 97.0M 0s\n"," 41300K .......... .......... .......... .......... .......... 72%  324M 0s\n"," 41350K .......... .......... .......... .......... .......... 72%  321M 0s\n"," 41400K .......... .......... .......... .......... .......... 72% 96.6M 0s\n"," 41450K .......... .......... .......... .......... .......... 72%  356M 0s\n"," 41500K .......... .......... .......... .......... .......... 72% 90.9M 0s\n"," 41550K .......... .......... .......... .......... .......... 72% 87.3M 0s\n"," 41600K .......... .......... .......... .......... .......... 72% 97.4M 0s\n"," 41650K .......... .......... .......... .......... .......... 73%  174M 0s\n"," 41700K .......... .......... .......... .......... .......... 73%  175M 0s\n"," 41750K .......... .......... .......... .......... .......... 73%  306M 0s\n"," 41800K .......... .......... .......... .......... .......... 73%  342M 0s\n"," 41850K .......... .......... .......... .......... .......... 73%  233M 0s\n"," 41900K .......... .......... .......... .......... .......... 73%  351M 0s\n"," 41950K .......... .......... .......... .......... .......... 73%  160M 0s\n"," 42000K .......... .......... .......... .......... .......... 73%  350M 0s\n"," 42050K .......... .......... .......... .......... .......... 73%  356M 0s\n"," 42100K .......... .......... .......... .......... .......... 73% 92.0M 0s\n"," 42150K .......... .......... .......... .......... .......... 73%  183M 0s\n"," 42200K .......... .......... .......... .......... .......... 73%  354M 0s\n"," 42250K .......... .......... .......... .......... .......... 74%  363M 0s\n"," 42300K .......... .......... .......... .......... .......... 74%  242M 0s\n"," 42350K .......... .......... .......... .......... .......... 74%  282M 0s\n"," 42400K .......... .......... .......... .......... .......... 74%  362M 0s\n"," 42450K .......... .......... .......... .......... .......... 74%  343M 0s\n"," 42500K .......... .......... .......... .......... .......... 74%  328M 0s\n"," 42550K .......... .......... .......... .......... .......... 74%  298M 0s\n"," 42600K .......... .......... .......... .......... .......... 74%  284M 0s\n"," 42650K .......... .......... .......... .......... .......... 74%  349M 0s\n"," 42700K .......... .......... .......... .......... .......... 74%  316M 0s\n"," 42750K .......... .......... .......... .......... .......... 74%  297M 0s\n"," 42800K .......... .......... .......... .......... .......... 75%  343M 0s\n"," 42850K .......... .......... .......... .......... .......... 75%  361M 0s\n"," 42900K .......... .......... .......... .......... .......... 75%  316M 0s\n"," 42950K .......... .......... .......... .......... .......... 75%  241M 0s\n"," 43000K .......... .......... .......... .......... .......... 75%  358M 0s\n"," 43050K .......... .......... .......... .......... .......... 75%  352M 0s\n"," 43100K .......... .......... .......... .......... .......... 75% 54.0M 0s\n"," 43150K .......... .......... .......... .......... .......... 75% 24.8M 0s\n"," 43200K .......... .......... .......... .......... .......... 75% 67.3M 0s\n"," 43250K .......... .......... .......... .......... .......... 75%  340M 0s\n"," 43300K .......... .......... .......... .......... .......... 75%  352M 0s\n"," 43350K .......... .......... .......... .......... .......... 76%  315M 0s\n"," 43400K .......... .......... .......... .......... .......... 76% 6.13M 0s\n"," 43450K .......... .......... .......... .......... .......... 76% 26.7M 0s\n"," 43500K .......... .......... .......... .......... .......... 76% 38.6M 0s\n"," 43550K .......... .......... .......... .......... .......... 76% 44.2M 0s\n"," 43600K .......... .......... .......... .......... .......... 76% 44.7M 0s\n"," 43650K .......... .......... .......... .......... .......... 76% 24.8M 0s\n"," 43700K .......... .......... .......... .......... .......... 76%  228M 0s\n"," 43750K .......... .......... .......... .......... .......... 76% 55.4M 0s\n"," 43800K .......... .......... .......... .......... .......... 76% 41.0M 0s\n"," 43850K .......... .......... .......... .......... .......... 76% 36.4M 0s\n"," 43900K .......... .......... .......... .......... .......... 76%  236M 0s\n"," 43950K .......... .......... .......... .......... .......... 77% 35.1M 0s\n"," 44000K .......... .......... .......... .......... .......... 77% 71.4M 0s\n"," 44050K .......... .......... .......... .......... .......... 77%  132M 0s\n"," 44100K .......... .......... .......... .......... .......... 77%  223M 0s\n"," 44150K .......... .......... .......... .......... .......... 77%  262M 0s\n"," 44200K .......... .......... .......... .......... .......... 77%  279M 0s\n"," 44250K .......... .......... .......... .......... .......... 77%  293M 0s\n"," 44300K .......... .......... .......... .......... .......... 77%  261M 0s\n"," 44350K .......... .......... .......... .......... .......... 77%  196M 0s\n"," 44400K .......... .......... .......... .......... .......... 77%  287M 0s\n"," 44450K .......... .......... .......... .......... .......... 77%  272M 0s\n"," 44500K .......... .......... .......... .......... .......... 78%  152M 0s\n"," 44550K .......... .......... .......... .......... .......... 78%  202M 0s\n"," 44600K .......... .......... .......... .......... .......... 78%  275M 0s\n"," 44650K .......... .......... .......... .......... .......... 78%  280M 0s\n"," 44700K .......... .......... .......... .......... .......... 78%  283M 0s\n"," 44750K .......... .......... .......... .......... .......... 78%  130M 0s\n"," 44800K .......... .......... .......... .......... .......... 78%  183M 0s\n"," 44850K .......... .......... .......... .......... .......... 78%  140M 0s\n"," 44900K .......... .......... .......... .......... .......... 78%  289M 0s\n"," 44950K .......... .......... .......... .......... .......... 78% 57.6M 0s\n"," 45000K .......... .......... .......... .......... .......... 78%  289M 0s\n"," 45050K .......... .......... .......... .......... .......... 78%  268M 0s\n"," 45100K .......... .......... .......... .......... .......... 79%  244M 0s\n"," 45150K .......... .......... .......... .......... .......... 79%  212M 0s\n"," 45200K .......... .......... .......... .......... .......... 79%  285M 0s\n"," 45250K .......... .......... .......... .......... .......... 79%  306M 0s\n"," 45300K .......... .......... .......... .......... .......... 79% 46.1M 0s\n"," 45350K .......... .......... .......... .......... .......... 79% 43.5M 0s\n"," 45400K .......... .......... .......... .......... .......... 79% 90.1M 0s\n"," 45450K .......... .......... .......... .......... .......... 79%  133M 0s\n"," 45500K .......... .......... .......... .......... .......... 79%  205M 0s\n"," 45550K .......... .......... .......... .......... .......... 79%  211M 0s\n"," 45600K .......... .......... .......... .......... .......... 79%  138M 0s\n"," 45650K .......... .......... .......... .......... .......... 80%  237M 0s\n"," 45700K .......... .......... .......... .......... .......... 80%  257M 0s\n"," 45750K .......... .......... .......... .......... .......... 80%  267M 0s\n"," 45800K .......... .......... .......... .......... .......... 80%  165M 0s\n"," 45850K .......... .......... .......... .......... .......... 80%  257M 0s\n"," 45900K .......... .......... .......... .......... .......... 80%  246M 0s\n"," 45950K .......... .......... .......... .......... .......... 80%  175M 0s\n"," 46000K .......... .......... .......... .......... .......... 80%  287M 0s\n"," 46050K .......... .......... .......... .......... .......... 80%  157M 0s\n"," 46100K .......... .......... .......... .......... .......... 80%  272M 0s\n"," 46150K .......... .......... .......... .......... .......... 80% 58.4M 0s\n"," 46200K .......... .......... .......... .......... .......... 81% 80.3M 0s\n"," 46250K .......... .......... .......... .......... .......... 81% 46.3M 0s\n"," 46300K .......... .......... .......... .......... .......... 81% 60.0M 0s\n"," 46350K .......... .......... .......... .......... .......... 81%  126M 0s\n"," 46400K .......... .......... .......... .......... .......... 81%  277M 0s\n"," 46450K .......... .......... .......... .......... .......... 81%  300M 0s\n"," 46500K .......... .......... .......... .......... .......... 81%  244M 0s\n"," 46550K .......... .......... .......... .......... .......... 81%  265M 0s\n"," 46600K .......... .......... .......... .......... .......... 81%  114M 0s\n"," 46650K .......... .......... .......... .......... .......... 81%  295M 0s\n"," 46700K .......... .......... .......... .......... .......... 81% 67.6M 0s\n"," 46750K .......... .......... .......... .......... .......... 81%  248M 0s\n"," 46800K .......... .......... .......... .......... .......... 82%  307M 0s\n"," 46850K .......... .......... .......... .......... .......... 82%  252M 0s\n"," 46900K .......... .......... .......... .......... .......... 82%  308M 0s\n"," 46950K .......... .......... .......... .......... .......... 82%  270M 0s\n"," 47000K .......... .......... .......... .......... .......... 82% 71.7M 0s\n"," 47050K .......... .......... .......... .......... .......... 82%  279M 0s\n"," 47100K .......... .......... .......... .......... .......... 82%  277M 0s\n"," 47150K .......... .......... .......... .......... .......... 82%  199M 0s\n"," 47200K .......... .......... .......... .......... .......... 82% 44.6M 0s\n"," 47250K .......... .......... .......... .......... .......... 82% 30.5M 0s\n"," 47300K .......... .......... .......... .......... .......... 82% 66.9M 0s\n"," 47350K .......... .......... .......... .......... .......... 83% 83.3M 0s\n"," 47400K .......... .......... .......... .......... .......... 83%  294M 0s\n"," 47450K .......... .......... .......... .......... .......... 83% 75.2M 0s\n"," 47500K .......... .......... .......... .......... .......... 83%  295M 0s\n"," 47550K .......... .......... .......... .......... .......... 83% 68.4M 0s\n"," 47600K .......... .......... .......... .......... .......... 83%  116M 0s\n"," 47650K .......... .......... .......... .......... .......... 83%  250M 0s\n"," 47700K .......... .......... .......... .......... .......... 83% 75.1M 0s\n"," 47750K .......... .......... .......... .......... .......... 83%  229M 0s\n"," 47800K .......... .......... .......... .......... .......... 83%  102M 0s\n"," 47850K .......... .......... .......... .......... .......... 83%  147M 0s\n"," 47900K .......... .......... .......... .......... .......... 83%  306M 0s\n"," 47950K .......... .......... .......... .......... .......... 84%  215M 0s\n"," 48000K .......... .......... .......... .......... .......... 84%  306M 0s\n"," 48050K .......... .......... .......... .......... .......... 84%  307M 0s\n"," 48100K .......... .......... .......... .......... .......... 84%  108M 0s\n"," 48150K .......... .......... .......... .......... .......... 84%  192M 0s\n"," 48200K .......... .......... .......... .......... .......... 84%  301M 0s\n"," 48250K .......... .......... .......... .......... .......... 84%  302M 0s\n"," 48300K .......... .......... .......... .......... .......... 84%  226M 0s\n"," 48350K .......... .......... .......... .......... .......... 84%  179M 0s\n"," 48400K .......... .......... .......... .......... .......... 84%  151M 0s\n"," 48450K .......... .......... .......... .......... .......... 84%  254M 0s\n"," 48500K .......... .......... .......... .......... .......... 85%  261M 0s\n"," 48550K .......... .......... .......... .......... .......... 85%  213M 0s\n"," 48600K .......... .......... .......... .......... .......... 85%  190M 0s\n"," 48650K .......... .......... .......... .......... .......... 85% 55.2M 0s\n"," 48700K .......... .......... .......... .......... .......... 85%  293M 0s\n"," 48750K .......... .......... .......... .......... .......... 85%  247M 0s\n"," 48800K .......... .......... .......... .......... .......... 85%  279M 0s\n"," 48850K .......... .......... .......... .......... .......... 85%  292M 0s\n"," 48900K .......... .......... .......... .......... .......... 85%  142M 0s\n"," 48950K .......... .......... .......... .......... .......... 85%  265M 0s\n"," 49000K .......... .......... .......... .......... .......... 85%  302M 0s\n"," 49050K .......... .......... .......... .......... .......... 85% 65.6M 0s\n"," 49100K .......... .......... .......... .......... .......... 86%  295M 0s\n"," 49150K .......... .......... .......... .......... .......... 86%  231M 0s\n"," 49200K .......... .......... .......... .......... .......... 86%  294M 0s\n"," 49250K .......... .......... .......... .......... .......... 86%  303M 0s\n"," 49300K .......... .......... .......... .......... .......... 86% 76.0M 0s\n"," 49350K .......... .......... .......... .......... .......... 86% 57.0M 0s\n"," 49400K .......... .......... .......... .......... .......... 86%  273M 0s\n"," 49450K .......... .......... .......... .......... .......... 86%  304M 0s\n"," 49500K .......... .......... .......... .......... .......... 86%  303M 0s\n"," 49550K .......... .......... .......... .......... .......... 86%  218M 0s\n"," 49600K .......... .......... .......... .......... .......... 86%  275M 0s\n"," 49650K .......... .......... .......... .......... .......... 87%  222M 0s\n"," 49700K .......... .......... .......... .......... .......... 87%  283M 0s\n"," 49750K .......... .......... .......... .......... .......... 87%  269M 0s\n"," 49800K .......... .......... .......... .......... .......... 87%  206M 0s\n"," 49850K .......... .......... .......... .......... .......... 87%  289M 0s\n"," 49900K .......... .......... .......... .......... .......... 87%  253M 0s\n"," 49950K .......... .......... .......... .......... .......... 87%  231M 0s\n"," 50000K .......... .......... .......... .......... .......... 87%  304M 0s\n"," 50050K .......... .......... .......... .......... .......... 87%  258M 0s\n"," 50100K .......... .......... .......... .......... .......... 87%  293M 0s\n"," 50150K .......... .......... .......... .......... .......... 87%  267M 0s\n"," 50200K .......... .......... .......... .......... .......... 88%  226M 0s\n"," 50250K .......... .......... .......... .......... .......... 88%  283M 0s\n"," 50300K .......... .......... .......... .......... .......... 88%  261M 0s\n"," 50350K .......... .......... .......... .......... .......... 88%  205M 0s\n"," 50400K .......... .......... .......... .......... .......... 88% 35.5M 0s\n"," 50450K .......... .......... .......... .......... .......... 88%  202M 0s\n"," 50500K .......... .......... .......... .......... .......... 88% 80.8M 0s\n"," 50550K .......... .......... .......... .......... .......... 88%  201M 0s\n"," 50600K .......... .......... .......... .......... .......... 88%  108M 0s\n"," 50650K .......... .......... .......... .......... .......... 88%  292M 0s\n"," 50700K .......... .......... .......... .......... .......... 88%  269M 0s\n"," 50750K .......... .......... .......... .......... .......... 88% 55.0M 0s\n"," 50800K .......... .......... .......... .......... .......... 89%  270M 0s\n"," 50850K .......... .......... .......... .......... .......... 89%  218M 0s\n"," 50900K .......... .......... .......... .......... .......... 89% 61.6M 0s\n"," 50950K .......... .......... .......... .......... .......... 89%  263M 0s\n"," 51000K .......... .......... .......... .......... .......... 89%  289M 0s\n"," 51050K .......... .......... .......... .......... .......... 89% 82.3M 0s\n"," 51100K .......... .......... .......... .......... .......... 89%  281M 0s\n"," 51150K .......... .......... .......... .......... .......... 89% 35.9M 0s\n"," 51200K .......... .......... .......... .......... .......... 89%  283M 0s\n"," 51250K .......... .......... .......... .......... .......... 89%  243M 0s\n"," 51300K .......... .......... .......... .......... .......... 89%  263M 0s\n"," 51350K .......... .......... .......... .......... .......... 90%  271M 0s\n"," 51400K .......... .......... .......... .......... .......... 90% 56.6M 0s\n"," 51450K .......... .......... .......... .......... .......... 90% 83.2M 0s\n"," 51500K .......... .......... .......... .......... .......... 90%  300M 0s\n"," 51550K .......... .......... .......... .......... .......... 90% 62.8M 0s\n"," 51600K .......... .......... .......... .......... .......... 90%  103M 0s\n"," 51650K .......... .......... .......... .......... .......... 90%  222M 0s\n"," 51700K .......... .......... .......... .......... .......... 90%  233M 0s\n"," 51750K .......... .......... .......... .......... .......... 90%  271M 0s\n"," 51800K .......... .......... .......... .......... .......... 90%  308M 0s\n"," 51850K .......... .......... .......... .......... .......... 90%  287M 0s\n"," 51900K .......... .......... .......... .......... .......... 90%  251M 0s\n"," 51950K .......... .......... .......... .......... .......... 91%  203M 0s\n"," 52000K .......... .......... .......... .......... .......... 91%  288M 0s\n"," 52050K .......... .......... .......... .......... .......... 91%  302M 0s\n"," 52100K .......... .......... .......... .......... .......... 91%  293M 0s\n"," 52150K .......... .......... .......... .......... .......... 91%  255M 0s\n"," 52200K .......... .......... .......... .......... .......... 91%  263M 0s\n"," 52250K .......... .......... .......... .......... .......... 91%  240M 0s\n"," 52300K .......... .......... .......... .......... .......... 91%  307M 0s\n"," 52350K .......... .......... .......... .......... .......... 91%  248M 0s\n"," 52400K .......... .......... .......... .......... .......... 91%  288M 0s\n"," 52450K .......... .......... .......... .......... .......... 91%  299M 0s\n"," 52500K .......... .......... .......... .......... .......... 92%  204M 0s\n"," 52550K .......... .......... .......... .......... .......... 92%  241M 0s\n"," 52600K .......... .......... .......... .......... .......... 92% 22.8M 0s\n"," 52650K .......... .......... .......... .......... .......... 92% 54.1M 0s\n"," 52700K .......... .......... .......... .......... .......... 92% 51.5M 0s\n"," 52750K .......... .......... .......... .......... .......... 92%  122M 0s\n"," 52800K .......... .......... .......... .......... .......... 92%  147M 0s\n"," 52850K .......... .......... .......... .......... .......... 92%  148M 0s\n"," 52900K .......... .......... .......... .......... .......... 92%  156M 0s\n"," 52950K .......... .......... .......... .......... .......... 92%  153M 0s\n"," 53000K .......... .......... .......... .......... .......... 92%  142M 0s\n"," 53050K .......... .......... .......... .......... .......... 92%  112M 0s\n"," 53100K .......... .......... .......... .......... .......... 93%  149M 0s\n"," 53150K .......... .......... .......... .......... .......... 93%  133M 0s\n"," 53200K .......... .......... .......... .......... .......... 93%  165M 0s\n"," 53250K .......... .......... .......... .......... .......... 93%  145M 0s\n"," 53300K .......... .......... .......... .......... .......... 93%  163M 0s\n"," 53350K .......... .......... .......... .......... .......... 93%  154M 0s\n"," 53400K .......... .......... .......... .......... .......... 93%  203M 0s\n"," 53450K .......... .......... .......... .......... .......... 93%  143M 0s\n"," 53500K .......... .......... .......... .......... .......... 93%  165M 0s\n"," 53550K .......... .......... .......... .......... .......... 93% 64.5M 0s\n"," 53600K .......... .......... .......... .......... .......... 93%  302M 0s\n"," 53650K .......... .......... .......... .......... .......... 94%  242M 0s\n"," 53700K .......... .......... .......... .......... .......... 94%  264M 0s\n"," 53750K .......... .......... .......... .......... .......... 94%  211M 0s\n"," 53800K .......... .......... .......... .......... .......... 94%  236M 0s\n"," 53850K .......... .......... .......... .......... .......... 94%  296M 0s\n"," 53900K .......... .......... .......... .......... .......... 94%  300M 0s\n"," 53950K .......... .......... .......... .......... .......... 94%  212M 0s\n"," 54000K .......... .......... .......... .......... .......... 94%  256M 0s\n"," 54050K .......... .......... .......... .......... .......... 94%  290M 0s\n"," 54100K .......... .......... .......... .......... .......... 94%  307M 0s\n"," 54150K .......... .......... .......... .......... .......... 94%  274M 0s\n"," 54200K .......... .......... .......... .......... .......... 95%  307M 0s\n"," 54250K .......... .......... .......... .......... .......... 95%  252M 0s\n"," 54300K .......... .......... .......... .......... .......... 95% 81.6M 0s\n"," 54350K .......... .......... .......... .......... .......... 95% 46.9M 0s\n"," 54400K .......... .......... .......... .......... .......... 95%  159M 0s\n"," 54450K .......... .......... .......... .......... .......... 95%  151M 0s\n"," 54500K .......... .......... .......... .......... .......... 95%  160M 0s\n"," 54550K .......... .......... .......... .......... .......... 95%  104M 0s\n"," 54600K .......... .......... .......... .......... .......... 95%  143M 0s\n"," 54650K .......... .......... .......... .......... .......... 95%  150M 0s\n"," 54700K .......... .......... .......... .......... .......... 95%  171M 0s\n"," 54750K .......... .......... .......... .......... .......... 95%  127M 0s\n"," 54800K .......... .......... .......... .......... .......... 96%  168M 0s\n"," 54850K .......... .......... .......... .......... .......... 96%  171M 0s\n"," 54900K .......... .......... .......... .......... .......... 96%  154M 0s\n"," 54950K .......... .......... .......... .......... .......... 96%  148M 0s\n"," 55000K .......... .......... .......... .......... .......... 96%  134M 0s\n"," 55050K .......... .......... .......... .......... .......... 96%  148M 0s\n"," 55100K .......... .......... .......... .......... .......... 96%  137M 0s\n"," 55150K .......... .......... .......... .......... .......... 96%  129M 0s\n"," 55200K .......... .......... .......... .......... .......... 96%  148M 0s\n"," 55250K .......... .......... .......... .......... .......... 96%  160M 0s\n"," 55300K .......... .......... .......... .......... .......... 96%  151M 0s\n"," 55350K .......... .......... .......... .......... .......... 97%  111M 0s\n"," 55400K .......... .......... .......... .......... .......... 97%  163M 0s\n"," 55450K .......... .......... .......... .......... .......... 97%  150M 0s\n"," 55500K .......... .......... .......... .......... .......... 97%  152M 0s\n"," 55550K .......... .......... .......... .......... .......... 97%  126M 0s\n"," 55600K .......... .......... .......... .......... .......... 97% 59.9M 0s\n"," 55650K .......... .......... .......... .......... .......... 97%  172M 0s\n"," 55700K .......... .......... .......... .......... .......... 97%  167M 0s\n"," 55750K .......... .......... .......... .......... .......... 97%  132M 0s\n"," 55800K .......... .......... .......... .......... .......... 97%  288M 0s\n"," 55850K .......... .......... .......... .......... .......... 97%  247M 0s\n"," 55900K .......... .......... .......... .......... .......... 97%  300M 0s\n"," 55950K .......... .......... .......... .......... .......... 98%  202M 0s\n"," 56000K .......... .......... .......... .......... .......... 98%  299M 0s\n"," 56050K .......... .......... .......... .......... .......... 98% 91.4M 0s\n"," 56100K .......... .......... .......... .......... .......... 98% 51.8M 0s\n"," 56150K .......... .......... .......... .......... .......... 98% 55.0M 0s\n"," 56200K .......... .......... .......... .......... .......... 98%  296M 0s\n"," 56250K .......... .......... .......... .......... .......... 98%  226M 0s\n"," 56300K .......... .......... .......... .......... .......... 98%  295M 0s\n"," 56350K .......... .......... .......... .......... .......... 98%  231M 0s\n"," 56400K .......... .......... .......... .......... .......... 98%  277M 0s\n"," 56450K .......... .......... .......... .......... .......... 98%  301M 0s\n"," 56500K .......... .......... .......... .......... .......... 99%  309M 0s\n"," 56550K .......... .......... .......... .......... .......... 99%  179M 0s\n"," 56600K .......... .......... .......... .......... .......... 99%  159M 0s\n"," 56650K .......... .......... .......... .......... .......... 99%  162M 0s\n"," 56700K .......... .......... .......... .......... .......... 99%  143M 0s\n"," 56750K .......... .......... .......... .......... .......... 99%  136M 0s\n"," 56800K .......... .......... .......... .......... .......... 99%  296M 0s\n"," 56850K .......... .......... .......... .......... .......... 99%  296M 0s\n"," 56900K .......... .......... .......... .......... .......... 99%  243M 0s\n"," 56950K .......... .......... .......... .......... .......... 99%  258M 0s\n"," 57000K .......... .......... .......... .......... .......... 99%  295M 0s\n"," 57050K .......... .......... .......... .......... ........  100%  199M=0.6s\n","\n","2021-11-21 15:50:23 (99.8 MB/s) - ‘Miniconda3-4.5.4-Linux-x86_64.sh’ saved [58468498/58468498]\n","\n","Python 3.6.5 :: Anaconda, Inc.\n"]}]},{"cell_type":"code","metadata":{"id":"FiQaBeOKLs2N","executionInfo":{"status":"ok","timestamp":1637509836116,"user_tz":-540,"elapsed":14,"user":{"displayName":"이민호","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GiFPPatrtQJJCEfMd6D3DoTVRog9gVm7Ovj5Lex=s64","userId":"15829449822908558555"}}},"source":["import sys\n","_ = (sys.path.append(\"/usr/local/lib/python3.6/site-packages\"))"],"execution_count":3,"outputs":[]},{"cell_type":"code","metadata":{"id":"v9wo1mA02cHz","colab":{"base_uri":"https://localhost:8080/","height":391},"executionInfo":{"status":"ok","timestamp":1637509857326,"user_tz":-540,"elapsed":21223,"user":{"displayName":"이민호","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GiFPPatrtQJJCEfMd6D3DoTVRog9gVm7Ovj5Lex=s64","userId":"15829449822908558555"}},"outputId":"b726c8f9-ce74-45bd-e247-ea23b1208cf3"},"source":["!pip install glove_python"],"execution_count":4,"outputs":[{"output_type":"stream","name":"stdout","text":["Collecting glove_python\n","\u001b[?25l  Downloading https://files.pythonhosted.org/packages/3e/79/7e7e548dd9dcb741935d031117f4bed133276c2a047aadad42f1552d1771/glove_python-0.1.0.tar.gz (263kB)\n","\u001b[K    100% |████████████████████████████████| 266kB 14.7MB/s \n","\u001b[?25hCollecting numpy (from glove_python)\n","\u001b[?25l  Downloading https://files.pythonhosted.org/packages/45/b2/6c7545bb7a38754d63048c7696804a0d947328125d81bf12beaa692c3ae3/numpy-1.19.5-cp36-cp36m-manylinux1_x86_64.whl (13.4MB)\n","\u001b[K    100% |████████████████████████████████| 13.4MB 2.7MB/s \n","\u001b[?25hCollecting scipy (from glove_python)\n","\u001b[?25l  Downloading https://files.pythonhosted.org/packages/c8/89/63171228d5ced148f5ced50305c89e8576ffc695a90b58fe5bb602b910c2/scipy-1.5.4-cp36-cp36m-manylinux1_x86_64.whl (25.9MB)\n","\u001b[K    100% |████████████████████████████████| 25.9MB 1.7MB/s \n","\u001b[?25hBuilding wheels for collected packages: glove-python\n","  Running setup.py bdist_wheel for glove-python ... \u001b[?25ldone\n","\u001b[?25h  Stored in directory: /root/.cache/pip/wheels/88/4b/6d/10c0d2ad32c9d9d68beec9694a6f0b6e83ab1662a90a089a4b\n","Successfully built glove-python\n","Installing collected packages: numpy, scipy, glove-python\n","Successfully installed glove-python-0.1.0 numpy-1.19.5 scipy-1.5.4\n"]},{"output_type":"display_data","data":{"application/vnd.colab-display-data+json":{"pip_warning":{"packages":["numpy"]}}},"metadata":{}}]},{"cell_type":"code","metadata":{"id":"clUeJk-hCJOv","colab":{"base_uri":"https://localhost:8080/","height":529},"executionInfo":{"status":"error","timestamp":1637509857328,"user_tz":-540,"elapsed":21,"user":{"displayName":"이민호","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GiFPPatrtQJJCEfMd6D3DoTVRog9gVm7Ovj5Lex=s64","userId":"15829449822908558555"}},"outputId":"47ff7c1f-8937-4ac2-b3ed-81eb8102f407"},"source":["from glove import Corpus, Glove\n","\n","corpus = Corpus() \n","corpus.fit(total_token_ls, window=5)\n","# 훈련 데이터로부터 GloVe에서 사용할 동시 등장 행렬 생성\n","\n","glove = Glove(no_components=100, learning_rate=0.05)\n","glove.fit(corpus.matrix, epochs=20, no_threads=4, verbose=True)\n","glove.add_dictionary(corpus.dictionary)\n","# 학습에 이용할 쓰레드의 개수는 4로 설정, 에포크는 20."],"execution_count":5,"outputs":[{"output_type":"error","ename":"ModuleNotFoundError","evalue":"ignored","traceback":["\u001b[0;31m---------------------------------------------------------------------------\u001b[0m","\u001b[0;31mModuleNotFoundError\u001b[0m                       Traceback (most recent call last)","\u001b[0;32m<ipython-input-5-dbc4aad05c6f>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0;32mfrom\u001b[0m \u001b[0mglove\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mCorpus\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mGlove\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m      2\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      3\u001b[0m \u001b[0mcorpus\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mCorpus\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      4\u001b[0m \u001b[0mcorpus\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mfit\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtotal_token_ls\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mwindow\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m5\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      5\u001b[0m \u001b[0;31m# 훈련 데이터로부터 GloVe에서 사용할 동시 등장 행렬 생성\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0;32m/usr/local/lib/python3.6/site-packages/glove/__init__.py\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0;32mfrom\u001b[0m \u001b[0;34m.\u001b[0m\u001b[0mcorpus\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mCorpus\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m      2\u001b[0m \u001b[0;32mfrom\u001b[0m \u001b[0;34m.\u001b[0m\u001b[0mglove\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mGlove\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0;32m/usr/local/lib/python3.6/site-packages/glove/corpus.py\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[1;32m      8\u001b[0m     \u001b[0;32mimport\u001b[0m \u001b[0mpickle\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      9\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 10\u001b[0;31m \u001b[0;32mfrom\u001b[0m \u001b[0;34m.\u001b[0m\u001b[0mcorpus_cython\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mconstruct_cooccurrence_matrix\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     11\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     12\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0;31mModuleNotFoundError\u001b[0m: No module named 'glove.corpus_cython'","","\u001b[0;31m---------------------------------------------------------------------------\u001b[0;32m\nNOTE: If your import is failing due to a missing package, you can\nmanually install dependencies using either !pip or !apt.\n\nTo view examples of installing some common dependencies, click the\n\"Open Examples\" button below.\n\u001b[0;31m---------------------------------------------------------------------------\u001b[0m\n"],"errorDetails":{"actions":[{"action":"open_url","actionText":"Open Examples","url":"/notebooks/snippets/importing_libraries.ipynb"}]}}]},{"cell_type":"code","metadata":{"id":"cKM2FQbOClZC","executionInfo":{"status":"aborted","timestamp":1637509857327,"user_tz":-540,"elapsed":17,"user":{"displayName":"이민호","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GiFPPatrtQJJCEfMd6D3DoTVRog9gVm7Ovj5Lex=s64","userId":"15829449822908558555"}}},"source":["glove.most_similar(\"인공\")"],"execution_count":null,"outputs":[]},{"cell_type":"code","metadata":{"id":"qlNKb93nC9jF","executionInfo":{"status":"aborted","timestamp":1637509857327,"user_tz":-540,"elapsed":17,"user":{"displayName":"이민호","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GiFPPatrtQJJCEfMd6D3DoTVRog9gVm7Ovj5Lex=s64","userId":"15829449822908558555"}}},"source":["glove.most_similar(\"인공지능\")"],"execution_count":null,"outputs":[]},{"cell_type":"code","metadata":{"id":"5fVthib_7ykZ","executionInfo":{"status":"aborted","timestamp":1637509857328,"user_tz":-540,"elapsed":17,"user":{"displayName":"이민호","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GiFPPatrtQJJCEfMd6D3DoTVRog9gVm7Ovj5Lex=s64","userId":"15829449822908558555"}}},"source":["glove.most_similar(\"너지\")"],"execution_count":null,"outputs":[]}]}