Doc2Vec to wikipedia articles

We conduct the replication to Document Embedding with Paragraph Vectors (http://arxiv.org/abs/1507.07998). In this paper, they showed only DBOW results to Wikipedia data. So we replicate this experiments using not only DBOW but also DM.

Basic Setup


In [1]:
! pip3 install gensim


Collecting gensim
Collecting numpy>=1.3 (from gensim)
  Using cached numpy-1.12.1-cp35-cp35m-manylinux1_x86_64.whl
Collecting smart-open>=1.2.1 (from gensim)
Collecting six>=1.5.0 (from gensim)
  Using cached six-1.10.0-py2.py3-none-any.whl
Collecting scipy>=0.7.0 (from gensim)
  Using cached scipy-0.19.0-cp35-cp35m-manylinux1_x86_64.whl
Collecting bz2file (from smart-open>=1.2.1->gensim)
Collecting boto>=2.32 (from smart-open>=1.2.1->gensim)
  Using cached boto-2.47.0-py2.py3-none-any.whl
Collecting requests (from smart-open>=1.2.1->gensim)
  Using cached requests-2.17.0-py2.py3-none-any.whl
Collecting chardet<3.1.0,>=3.0.2 (from requests->smart-open>=1.2.1->gensim)
  Using cached chardet-3.0.3-py2.py3-none-any.whl
Collecting certifi>=2017.4.17 (from requests->smart-open>=1.2.1->gensim)
  Using cached certifi-2017.4.17-py2.py3-none-any.whl
Collecting idna<2.6,>=2.5 (from requests->smart-open>=1.2.1->gensim)
  Using cached idna-2.5-py2.py3-none-any.whl
Collecting urllib3<1.22,>=1.21.1 (from requests->smart-open>=1.2.1->gensim)
  Using cached urllib3-1.21.1-py2.py3-none-any.whl
Installing collected packages: numpy, bz2file, boto, chardet, certifi, idna, urllib3, requests, smart-open, six, scipy, gensim
Successfully installed boto-2.47.0 bz2file-0.98 certifi-2017.4.17 chardet-3.0.3 gensim-2.1.0 idna-2.5 numpy-1.12.1 requests-2.17.0 scipy-0.19.0 six-1.10.0 smart-open-1.5.3 urllib3-1.21.1
You are using pip version 8.1.1, however version 9.0.1 is available.
You should consider upgrading via the 'pip install --upgrade pip' command.

In [2]:
# First Always set logging
import logging
logging.basicConfig(format='%(asctime)s : %(levelname)s : %(message)s', level=logging.INFO)

Let's import Doc2Vec module.


In [3]:
from gensim.corpora.wikicorpus import WikiCorpus
from gensim.models.doc2vec import Doc2Vec, TaggedDocument
from pprint import pprint
import multiprocessing


2017-05-29 19:39:04,614 : INFO : 'pattern' package not found; tag filters are not available for English

Preparing the corpus

First, download the dump of all Wikipedia articles from here (you want the file enwiki-latest-pages-articles.xml.bz2, or enwiki-YYYYMMDD-pages-articles.xml.bz2 for date-specific dumps).

Second, convert the articles to WikiCorpus. WikiCorpus construct a corpus from a Wikipedia (or other MediaWiki-based) database dump.

For more details on WikiCorpus, you should access Corpus from a Wikipedia dump.


In [1]:
print('Start creating wiki corpus:')
wiki = WikiCorpus("data/enwiki-20170520-pages-articles.xml.bz2")
print('Finished')
#wiki = WikiCorpus("enwiki-YYYYMMDD-pages-articles.xml.bz2")


  File "<ipython-input-1-f331338be95a>", line 2
    %%time wiki = WikiCorpus("data/enwiki-20170520-pages-articles.xml.bz2")
    ^
SyntaxError: invalid syntax

Define TaggedWikiDocument class to convert WikiCorpus into suitable form for Doc2Vec.


In [5]:
class TaggedWikiDocument(object):
    def __init__(self, wiki):
        self.wiki = wiki
        self.wiki.metadata = True
        self.count = 0
    def __iter__(self):
        for content, (page_id, title) in self.wiki.get_texts():
            if self.count < 10:
                print(page_id)
                print(title)
                print(content)
                self.count+=1

            yield TaggedDocument([c.decode("utf-8") for c in content], [title])

In [6]:
documents = TaggedWikiDocument(wiki)

In [7]:
count_doc = 0
for doc in documents:
    if count_doc < 10:
        print(doc)
        count_doc += 1
    else:
        break


12
Anarchism
[b'anarchism', b'is', b'political', b'philosophy', b'that', b'advocates', b'self', b'governed', b'societies', b'based', b'on', b'voluntary', b'institutions', b'these', b'are', b'often', b'described', b'as', b'stateless', b'societies', b'although', b'several', b'authors', b'have', b'defined', b'them', b'more', b'specifically', b'as', b'institutions', b'based', b'on', b'non', b'hierarchical', b'free', b'associations', b'anarchism', b'holds', b'the', b'state', b'to', b'be', b'undesirable', b'unnecessary', b'and', b'harmful', b'while', b'anti', b'statism', b'is', b'central', b'anarchism', b'generally', b'entails', b'opposing', b'authority', b'or', b'hierarchical', b'organisation', b'in', b'the', b'conduct', b'of', b'all', b'human', b'relations', b'including', b'but', b'not', b'limited', b'to', b'the', b'state', b'system', b'anarchism', b'is', b'usually', b'considered', b'radical', b'left', b'wing', b'ideology', b'and', b'much', b'of', b'anarchist', b'economics', b'and', b'anarchist', b'legal', b'philosophy', b'reflects', b'anti', b'authoritarian', b'interpretations', b'of', b'communism', b'collectivism', b'syndicalism', b'mutualism', b'or', b'participatory', b'economics', b'anarchism', b'does', b'not', b'offer', b'fixed', b'body', b'of', b'doctrine', b'from', b'single', b'particular', b'world', b'view', b'instead', b'fluxing', b'and', b'flowing', b'as', b'philosophy', b'many', b'types', b'and', b'traditions', b'of', b'anarchism', b'exist', b'not', b'all', b'of', b'which', b'are', b'mutually', b'exclusive', b'anarchist', b'schools', b'of', b'thought', b'can', b'differ', b'fundamentally', b'supporting', b'anything', b'from', b'extreme', b'individualism', b'to', b'complete', b'collectivism', b'strains', b'of', b'anarchism', b'have', b'often', b'been', b'divided', b'into', b'the', b'categories', b'of', b'social', b'and', b'individualist', b'anarchism', b'or', b'similar', b'dual', b'classifications', b'etymology', b'and', b'terminology', b'the', b'term', b'anarchism', b'is', b'compound', b'word', b'composed', b'from', b'the', b'word', b'anarchy', b'and', b'the', b'suffix', b'ism', b'themselves', b'derived', b'respectively', b'from', b'the', b'greek', b'anarchy', b'from', b'anarchos', b'meaning', b'one', b'without', b'rulers', b'from', b'the', b'privative', b'prefix', b'\xe1\xbc\x80\xce\xbd', b'an', b'without', b'and', b'archos', b'leader', b'ruler', b'cf', b'archon', b'or', b'arkh\xc4\x93', b'authority', b'sovereignty', b'realm', b'magistracy', b'and', b'the', b'suffix', b'or', b'ismos', b'isma', b'from', b'the', b'verbal', b'infinitive', b'suffix', b'\xce\xaf\xce\xb6\xce\xb5\xce\xb9\xce\xbd', b'izein', b'the', b'first', b'known', b'use', b'of', b'this', b'word', b'was', b'in', b'various', b'factions', b'within', b'the', b'french', b'revolution', b'labelled', b'opponents', b'as', b'anarchists', b'as', b'robespierre', b'did', b'the', b'h\xc3\xa9bertists', b'although', b'few', b'shared', b'many', b'views', b'of', b'later', b'anarchists', b'there', b'would', b'be', b'many', b'revolutionaries', b'of', b'the', b'early', b'nineteenth', b'century', b'who', b'contributed', b'to', b'the', b'anarchist', b'doctrines', b'of', b'the', b'next', b'generation', b'such', b'as', b'william', b'godwin', b'and', b'wilhelm', b'weitling', b'but', b'they', b'did', b'not', b'use', b'the', b'word', b'anarchist', b'or', b'anarchism', b'in', b'describing', b'themselves', b'or', b'their', b'beliefs', b'the', b'first', b'political', b'philosopher', b'to', b'call', b'himself', b'an', b'anarchist', b'was', b'pierre', b'joseph', b'proudhon', b'marking', b'the', b'formal', b'birth', b'of', b'anarchism', b'in', b'the', b'mid', b'nineteenth', b'century', b'since', b'the', b'and', b'beginning', b'in', b'france', b'the', b'term', b'libertarianism', b'has', b'often', b'been', b'used', b'as', b'synonym', b'for', b'anarchism', b'and', b'was', b'used', b'almost', b'exclusively', b'in', b'this', b'sense', b'until', b'the', b'in', b'the', b'united', b'states', b'its', b'use', b'as', b'synonym', b'is', b'still', b'common', b'outside', b'the', b'united', b'states', b'on', b'the', b'other', b'hand', b'some', b'use', b'libertarianism', b'to', b'refer', b'to', b'individualistic', b'free', b'market', b'philosophy', b'only', b'referring', b'to', b'free', b'market', b'anarchism', b'as', b'libertarian', b'anarchism', b'history', b'origins', b'woodcut', b'from', b'diggers', b'document', b'by', b'william', b'everard', b'the', b'earliest', b'anarchist', b'themes', b'can', b'be', b'found', b'in', b'the', b'th', b'century', b'bc', b'among', b'the', b'works', b'of', b'taoist', b'philosopher', b'laozi', b'and', b'in', b'later', b'centuries', b'by', b'zhuangzi', b'and', b'bao', b'jingyan', b'zhuangzi', b'philosophy', b'has', b'been', b'described', b'by', b'various', b'sources', b'as', b'anarchist', b'zhuangzi', b'wrote', b'petty', b'thief', b'is', b'put', b'in', b'jail', b'great', b'brigand', b'becomes', b'ruler', b'of', b'nation', b'diogenes', b'of', b'sinope', b'and', b'the', b'cynics', b'and', b'their', b'contemporary', b'zeno', b'of', b'citium', b'the', b'founder', b'of', b'stoicism', b'also', b'introduced', b'similar', b'topics', b'jesus', b'is', b'sometimes', b'considered', b'the', b'first', b'anarchist', b'in', b'the', b'christian', b'anarchist', b'tradition', b'georges', b'lechartier', b'wrote', b'that', b'the', b'true', b'founder', b'of', b'anarchy', b'was', b'jesus', b'christ', b'and', b'the', b'first', b'anarchist', b'society', b'was', b'that', b'of', b'the', b'apostles', b'in', b'early', b'islamic', b'history', b'some', b'manifestations', b'of', b'anarchic', b'thought', b'are', b'found', b'during', b'the', b'islamic', b'civil', b'war', b'over', b'the', b'caliphate', b'where', b'the', b'kharijites', b'insisted', b'that', b'the', b'imamate', b'is', b'right', b'for', b'each', b'individual', b'within', b'the', b'islamic', b'society', b'later', b'some', b'muslim', b'scholars', b'such', b'as', b'amer', b'al', b'basri', b'and', b'abu', b'hanifa', b'led', b'movements', b'of', b'boycotting', b'the', b'rulers', b'paving', b'the', b'way', b'to', b'the', b'waqf', b'endowments', b'tradition', b'which', b'served', b'as', b'an', b'alternative', b'to', b'and', b'asylum', b'from', b'the', b'centralised', b'authorities', b'of', b'the', b'emirs', b'but', b'such', b'interpretations', b'reverberate', b'subversive', b'religious', b'conceptions', b'like', b'the', b'aforementioned', b'seemingly', b'anarchistic', b'taoist', b'teachings', b'and', b'that', b'of', b'other', b'anti', b'authoritarian', b'religious', b'traditions', b'creating', b'complex', b'relationship', b'regarding', b'the', b'question', b'as', b'to', b'whether', b'or', b'not', b'anarchism', b'and', b'religion', b'are', b'compatible', b'this', b'is', b'exemplified', b'when', b'the', b'glorification', b'of', b'the', b'state', b'is', b'viewed', b'as', b'form', b'of', b'sinful', b'idolatry', b'the', b'french', b'renaissance', b'political', b'philosopher', b'\xc3\xa9tienne', b'de', b'la', b'bo\xc3\xa9tie', b'wrote', b'in', b'his', b'most', b'famous', b'work', b'the', b'discourse', b'on', b'voluntary', b'servitude', b'what', b'some', b'historians', b'consider', b'an', b'important', b'anarchist', b'precedent', b'the', b'radical', b'protestant', b'christian', b'gerrard', b'winstanley', b'and', b'his', b'group', b'the', b'diggers', b'are', b'cited', b'by', b'various', b'authors', b'as', b'proposing', b'anarchist', b'social', b'measures', b'in', b'the', b'th', b'century', b'in', b'england', b'the', b'term', b'anarchist', b'first', b'entered', b'the', b'english', b'language', b'in', b'during', b'the', b'english', b'civil', b'war', b'as', b'term', b'of', b'abuse', b'used', b'by', b'royalists', b'against', b'their', b'roundhead', b'opponents', b'by', b'the', b'time', b'of', b'the', b'french', b'revolution', b'some', b'such', b'as', b'the', b'enrag\xc3\xa9s', b'began', b'to', b'use', b'the', b'term', b'positively', b'in', b'opposition', b'to', b'jacobin', 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'in', 'parallel', 'in', 'order', 'to', 'gain', 'mutual', 'support', 'they', 'created', 'networks', 'of', 'women', 'anarchists', 'lucía', 'sánchez', 'saornil', 'was', 'main', 'founder', 'of', 'the', 'spanish', 'anarcha', 'feminist', 'federation', 'mujeres', 'libres', 'who', 'was', 'open', 'about', 'her', 'lesbianism', 'she', 'was', 'published', 'in', 'variety', 'of', 'literary', 'journals', 'where', 'working', 'under', 'male', 'pen', 'name', 'she', 'was', 'able', 'to', 'explore', 'lesbian', 'themes', 'at', 'time', 'when', 'homosexuality', 'was', 'criminalised', 'and', 'subject', 'to', 'censorship', 'and', 'punishment', 'more', 'recently', 'the', 'british', 'anarcho', 'pacifist', 'alex', 'comfort', 'gained', 'notoriety', 'during', 'the', 'sexual', 'revolution', 'for', 'writing', 'the', 'bestseller', 'sex', 'manual', 'the', 'joy', 'of', 'sex', 'the', 'issue', 'of', 'free', 'love', 'has', 'dedicated', 'treatment', 'in', 'the', 'work', 'of', 'french', 'anarcho', 'hedonist', 'philosopher', 'michel', 'onfray', 'in', 'such', 'works', 'as', 'théorie', 'du', 'corps', 'amoureux', 'pour', 'une', 'érotique', 'solaire', 'and', 'invention', 'du', 'plaisir', 'fragments', 'cyréaniques', 'libertarian', 'education', 'and', 'freethought', 'francesc', 'ferrer', 'guàrdia', 'catalan', 'anarchist', 'pedagogue', 'and', 'free', 'thinker', 'for', 'english', 'anarchist', 'william', 'godwin', 'education', 'was', 'the', 'main', 'means', 'by', 'which', 'change', 'would', 'be', 'achieved', 'godwin', 'saw', 'that', 'the', 'main', 'goal', 'of', 'education', 'should', 'be', 'the', 'promotion', 'of', 'happiness', 'for', 'godwin', 'education', 'had', 'to', 'have', 'respect', 'for', 'the', 'child', 'autonomy', 'which', 'precluded', 'any', 'form', 'of', 'coercion', 'pedagogy', 'that', 'respected', 'this', 'and', 'sought', 'to', 'build', 'on', 'the', 'child', 'own', 'motivation', 'and', 'initiatives', 'and', 'concern', 'about', 'the', 'child', 'capacity', 'to', 'resist', 'an', 'ideology', 'transmitted', 'through', 'the', 'school', 'in', 'his', 'political', 'justice', 'he', 'criticises', 'state', 'sponsored', 'schooling', 'on', 'account', 'of', 'its', 'obvious', 'alliance', 'with', 'national', 'government', 'early', 'american', 'anarchist', 'josiah', 'warren', 'advanced', 'alternative', 'education', 'experiences', 'in', 'the', 'libertarian', 'communities', 'he', 'established', 'max', 'stirner', 'wrote', 'in', 'long', 'essay', 'on', 'education', 'called', 'the', 'false', 'principle', 'of', 'our', 'education', 'in', 'it', 'stirner', 'names', 'his', 'educational', 'principle', 'personalist', 'explaining', 'that', 'self', 'understanding', 'consists', 'in', 'hourly', 'self', 'creation', 'education', 'for', 'him', 'is', 'to', 'create', 'free', 'men', 'sovereign', 'characters', 'by', 'which', 'he', 'means', 'eternal', 'characters', 'who', 'are', 'therefore', 'eternal', 'because', 'they', 'form', 'themselves', 'each', 'moment', 'in', 'the', 'united', 'states', 'freethought', 'was', 'basically', 'anti', 'christian', 'anti', 'clerical', 'movement', 'whose', 'purpose', 'was', 'to', 'make', 'the', 'individual', 'politically', 'and', 'spiritually', 'free', 'to', 'decide', 'for', 'himself', 'on', 'religious', 'matters', 'number', 'of', 'contributors', 'to', 'liberty', 'anarchist', 'publication', 'were', 'prominent', 'figures', 'in', 'both', 'freethought', 'and', 'anarchism', 'the', 'individualist', 'anarchist', 'george', 'macdonald', 'was', 'co', 'editor', 'of', 'freethought', 'and', 'for', 'time', 'the', 'truth', 'seeker', 'walker', 'was', 'co', 'editor', 'of', 'the', 'excellent', 'free', 'thought', 'free', 'love', 'journal', 'lucifer', 'the', 'light', 'bearer', 'many', 'of', 'the', 'anarchists', 'were', 'ardent', 'freethinkers', 'reprints', 'from', 'freethought', 'papers', 'such', 'as', 'lucifer', 'the', 'light', 'bearer', 'freethought', 'and', 'the', 'truth', 'seeker', 'appeared', 'in', 'liberty', 'the', 'church', 'was', 'viewed', 'as', 'common', 'ally', 'of', 'the', 'state', 'and', 'as', 'repressive', 'force', 'in', 'and', 'of', 'itself', 'in', 'catalan', 'anarchist', 'and', 'free', 'thinker', 'francesc', 'ferrer', 'guàrdia', 'established', 'modern', 'or', 'progressive', 'schools', 'in', 'barcelona', 'in', 'defiance', 'of', 'an', 'educational', 'system', 'controlled', 'by', 'the', 'catholic', 'church', 'the', 'schools', 'stated', 'goal', 'was', 'to', 'educate', 'the', 'working', 'class', 'in', 'rational', 'secular', 'and', 'non', 'coercive', 'setting', 'fiercely', 'anti', 'clerical', 'ferrer', 'believed', 'in', 'freedom', 'in', 'education', 'education', 'free', 'from', 'the', 'authority', 'of', 'church', 'and', 'state', 'murray', 'bookchin', 'wrote', 'this', 'period', 'was', 'the', 'heyday', 'of', 'libertarian', 'schools', 'and', 'pedagogical', 'projects', 'in', 'all', 'areas', 'of', 'the', 'country', 'where', 'anarchists', 'exercised', 'some', 'degree', 'of', 'influence', 'perhaps', 'the', 'best', 'known', 'effort', 'in', 'this', 'field', 'was', 'francisco', 'ferrer', 'modern', 'school', 'escuela', 'moderna', 'project', 'which', 'exercised', 'considerable', 'influence', 'on', 'catalan', 'education', 'and', 'on', 'experimental', 'techniques', 'of', 'teaching', 'generally', 'la', 'escuela', 'moderna', 'and', 'ferrer', 'ideas', 'generally', 'formed', 'the', 'inspiration', 'for', 'series', 'of', 'modern', 'schools', 'in', 'the', 'united', 'states', 'cuba', 'south', 'america', 'and', 'london', 'the', 'first', 'of', 'these', 'was', 'started', 'in', 'new', 'york', 'city', 'in', 'it', 'also', 'inspired', 'the', 'italian', 'newspaper', 'università', 'popolare', 'founded', 'in', 'russian', 'christian', 'anarchist', 'leo', 'tolstoy', 'established', 'school', 'for', 'peasant', 'children', 'on', 'his', 'estate', 'tolstoy', 'educational', 'experiments', 'were', 'short', 'lived', 'due', 'to', 'harassment', 'by', 'the', 'tsarist', 'secret', 'police', 'tolstoy', 'established', 'conceptual', 'difference', 'between', 'education', 'and', 'culture', 'he', 'thought', 'that', 'education', 'is', 'the', 'tendency', 'of', 'one', 'man', 'to', 'make', 'another', 'just', 'like', 'himself', 'education', 'is', 'culture', 'under', 'restraint', 'culture', 'is', 'free', 'education', 'is', 'when', 'the', 'teaching', 'is', 'forced', 'upon', 'the', 'pupil', 'and', 'when', 'then', 'instruction', 'is', 'exclusive', 'that', 'is', 'when', 'only', 'those', 'subjects', 'are', 'taught', 'which', 'the', 'educator', 'regards', 'as', 'necessary', 'for', 'him', 'without', 'compulsion', 'education', 'was', 'transformed', 'into', 'culture', 'more', 'recent', 'libertarian', 'tradition', 'on', 'education', 'is', 'that', 'of', 'unschooling', 'and', 'the', 'free', 'school', 'in', 'which', 'child', 'led', 'activity', 'replaces', 'pedagogic', 'approaches', 'experiments', 'in', 'germany', 'led', 'to', 'neill', 'founding', 'what', 'became', 'summerhill', 'school', 'in', 'summerhill', 'is', 'often', 'cited', 'as', 'an', 'example', 'of', 'anarchism', 'in', 'practice', 'however', 'although', 'summerhill', 'and', 'other', 'free', 'schools', 'are', 'radically', 'libertarian', 'they', 'differ', 'in', 'principle', 'from', 'those', 'of', 'ferrer', 'by', 'not', 'advocating', 'an', 'overtly', 'political', 'class', 'struggle', 'approach', 'in', 'addition', 'to', 'organising', 'schools', 'according', 'to', 'libertarian', 'principles', 'anarchists', 'have', 'also', 'questioned', 'the', 'concept', 'of', 'schooling', 'per', 'se', 'the', 'term', 'deschooling', 'was', 'popularised', 'by', 'ivan', 'illich', 'who', 'argued', 'that', 'the', 'school', 'as', 'an', 'institution', 'is', 'dysfunctional', 'for', 'self', 'determined', 'learning', 'and', 'serves', 'the', 'creation', 'of', 'consumer', 'society', 'instead', 'criticisms', 'criticisms', 'of', 'anarchism', 'include', 'moral', 'criticisms', 'and', 'pragmatic', 'criticisms', 'anarchism', 'is', 'often', 'evaluated', 'as', 'unfeasible', 'or', 'utopian', 'by', 'its', 'critics', 'see', 'also', 'anarchism', 'by', 'country', 'references', 'further', 'reading', 'barclay', 'harold', 'people', 'without', 'government', 'an', 'anthropology', 'of', 'anarchy', 'nd', 'ed', 'left', 'bank', 'books', 'isbn', 'blumenfeld', 'jacob', 'bottici', 'chiara', 'critchley', 'simon', 'eds', 'the', 'anarchist', 'turn', 'pluto', 'press', 'march', 'isbn', 'carter', 'april', 'the', 'political', 'theory', 'of', 'anarchism', 'harper', 'row', 'isbn', 'federici', 'silvia', 'caliban', 'and', 'the', 'witch', 'women', 'the', 'body', 'and', 'primitive', 'accumulation', 'autonomedia', 'isbn', 'gordon', 'uri', 'anarchy', 'alive', 'london', 'pluto', 'press', 'graeber', 'david', 'fragments', 'of', 'an', 'anarchist', 'anthropology', 'chicago', 'prickly', 'paradigm', 'press', 'graham', 'robert', 'ed', 'anarchism', 'documentary', 'history', 'of', 'libertarian', 'ideas', 'volume', 'one', 'from', 'anarchy', 'to', 'anarchism', 'ce', 'to', 'black', 'rose', 'books', 'montréal', 'and', 'london', 'isbn', 'volume', 'two', 'the', 'anarchist', 'current', 'black', 'rose', 'books', 'montréal', 'isbn', 'guérin', 'daniel', 'anarchism', 'from', 'theory', 'to', 'practice', 'monthly', 'review', 'press', 'isbn', 'harper', 'clifford', 'anarchy', 'graphic', 'guide', 'camden', 'press', 'an', 'overview', 'updating', 'woodcock', 'classic', 'and', 'illustrated', 'throughout', 'by', 'harper', 'woodcut', 'style', 'artwork', 'le', 'guin', 'ursula', 'the', 'dispossessed', 'new', 'york', 'harper', 'row', 'isbn', 'first', 'edition', 'hardcover', 'mckay', 'iain', 'ed', 'an', 'anarchist', 'faq', 'volume', 'ak', 'press', 'oakland', 'edinburgh', 'pages', 'isbn', 'volume', 'ii', 'ak', 'press', 'oakland', 'edinburgh', 'pages', 'isbn', 'mclaughlin', 'paul', 'anarchism', 'and', 'authority', 'philosophical', 'introduction', 'to', 'classical', 'anarchism', 'ashgate', 'isbn', 'marshall', 'peter', 'demanding', 'the', 'impossible', 'history', 'of', 'anarchism', 'pm', 'press', 'isbn', 'nettlau', 'max', 'anarchy', 'through', 'the', 'times', 'gordon', 'press', 'isbn', 'scott', 'james', 'two', 'cheers', 'for', 'anarchism', 'six', 'easy', 'pieces', 'on', 'autonomy', 'dignity', 'and', 'meaningful', 'work', 'and', 'play', 'princeton', 'nj', 'princeton', 'university', 'press', 'isbn', 'woodcock', 'george', 'anarchism', 'history', 'of', 'libertarian', 'ideas', 'and', 'movements', 'penguin', 'books', 'isbn', 'woodcock', 'george', 'ed', 'the', 'anarchist', 'reader', 'fontana', 'collins', 'isbn', 'an', 'anthology', 'of', 'writings', 'from', 'anarchist', 'thinkers', 'and', 'activists', 'including', 'proudhon', 'kropotkin', 'bakunin', 'malatesta', 'bookchin', 'goldman', 'and', 'many', 'others', 'external', 'links'], ['Anarchism'])
25
Autism
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b'alcohol', b'or', b'cocaine', b'controversies', b'surround', b'other', b'proposed', b'environmental', b'causes', b'for', b'example', b'the', b'vaccine', b'hypotheses', b'which', b'have', b'since', b'been', b'disproven', b'autism', b'affects', b'information', b'processing', b'in', b'the', b'brain', b'by', b'altering', b'how', b'nerve', b'cells', b'and', b'their', b'synapses', b'connect', b'and', b'organize', b'how', b'this', b'occurs', b'is', b'not', b'well', b'understood', b'in', b'the', b'dsm', b'autism', b'is', b'included', b'within', b'the', b'autism', b'spectrum', b'asds', b'as', b'is', b'asperger', b'syndrome', b'which', b'lacks', b'delays', b'in', b'cognitive', b'development', b'and', b'language', b'and', b'pervasive', b'developmental', b'disorder', b'not', b'otherwise', b'specified', b'commonly', b'abbreviated', b'as', b'pdd', b'nos', b'which', b'was', b'diagnosed', b'when', b'the', b'full', b'set', b'of', b'criteria', b'for', b'autism', b'or', b'asperger', b'syndrome', b'were', b'not', b'met', b'early', b'speech', b'or', b'behavioral', b'interventions', b'can', b'help', b'children', b'with', b'autism', b'gain', b'self', b'care', b'social', b'and', b'communication', b'skills', b'although', b'there', b'is', b'no', b'known', b'cure', b'there', b'have', b'been', b'reported', b'cases', b'of', b'children', b'who', b'recovered', b'not', b'many', b'children', b'with', b'autism', b'live', b'independently', b'after', b'reaching', b'adulthood', b'though', b'some', b'become', b'successful', b'an', b'autistic', b'culture', b'has', b'developed', b'with', b'some', b'individuals', b'seeking', b'cure', b'and', b'others', b'believing', b'autism', b'should', b'be', b'accepted', b'as', b'difference', b'and', b'not', b'treated', b'as', b'disorder', b'globally', b'autism', b'is', b'estimated', b'to', b'affect', b'million', b'people', b'as', b'of', b'as', b'of', b'the', b'number', b'of', b'people', b'affected', b'is', b'estimated', b'at', b'about', b'per', b'worldwide', 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39
Albedo
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'melting', 'and', 'thus', 'reducing', 'the', 'albedo', 'further', 'resulting', 'in', 'still', 'more', 'heating', 'snow', 'snow', 'albedo', 'is', 'highly', 'variable', 'ranging', 'from', 'as', 'high', 'as', 'for', 'freshly', 'fallen', 'snow', 'to', 'about', 'for', 'melting', 'snow', 'and', 'as', 'low', 'as', 'for', 'dirty', 'snow', 'over', 'antarctica', 'they', 'average', 'little', 'more', 'than', 'if', 'marginally', 'snow', 'covered', 'area', 'warms', 'snow', 'tends', 'to', 'melt', 'lowering', 'the', 'albedo', 'and', 'hence', 'leading', 'to', 'more', 'snowmelt', 'because', 'more', 'radiation', 'is', 'being', 'absorbed', 'by', 'the', 'snowpack', 'the', 'ice', 'albedo', 'positive', 'feedback', 'cryoconite', 'powdery', 'windblown', 'dust', 'containing', 'soot', 'sometimes', 'reduces', 'albedo', 'on', 'glaciers', 'and', 'ice', 'sheets', 'hence', 'small', 'errors', 'in', 'albedo', 'can', 'lead', 'to', 'large', 'errors', 'in', 'energy', 'estimates', 'which', 'is', 'why', 'it', 'is', 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'amorphous', 'silicon', 'si', 'and', 'crystalline', 'silicon', 'si', 'based', 'compared', 'to', 'traditional', 'spectral', 'integrated', 'albedo', 'predictions', 'research', 'showed', 'impacts', 'of', 'over', 'more', 'recently', 'the', 'analysis', 'was', 'extended', 'to', 'the', 'effects', 'of', 'spectral', 'bias', 'due', 'to', 'the', 'specular', 'reflectivity', 'of', 'commonly', 'occurring', 'surface', 'materials', 'both', 'human', 'made', 'and', 'natural', 'and', 'analyzes', 'the', 'albedo', 'effects', 'on', 'the', 'performance', 'of', 'seven', 'photovoltaic', 'materials', 'covering', 'three', 'common', 'photovoltaic', 'system', 'topologies', 'industrial', 'solar', 'farms', 'commercial', 'flat', 'rooftops', 'and', 'residential', 'pitched', 'roof', 'applications', 'trees', 'because', 'forests', 'generally', 'have', 'low', 'albedo', 'the', 'majority', 'of', 'the', 'ultraviolet', 'and', 'visible', 'spectrum', 'is', 'absorbed', 'through', 'photosynthesis', 'some', 'scientists', 'have', 'suggested', 'that', 'greater', 'heat', 'absorption', 'by', 'trees', 'could', 'offset', 'some', 'of', 'the', 'carbon', 'benefits', 'of', 'afforestation', 'or', 'offset', 'the', 'negative', 'climate', 'impacts', 'of', 'deforestation', 'in', 'the', 'case', 'of', 'evergreen', 'forests', 'with', 'seasonal', 'snow', 'cover', 'albedo', 'reduction', 'may', 'be', 'great', 'enough', 'for', 'deforestation', 'to', 'cause', 'net', 'cooling', 'effect', 'trees', 'also', 'impact', 'climate', 'in', 'extremely', 'complicated', 'ways', 'through', 'the', 'water', 'vapor', 'causes', 'cooling', 'on', 'the', 'land', 'surface', 'causes', 'heating', 'where', 'it', 'condenses', 'acts', 'strong', 'greenhouse', 'gas', 'and', 'can', 'increase', 'albedo', 'when', 'it', 'condenses', 'into', 'clouds', 'scientists', 'generally', 'treat', 'as', 'net', 'cooling', 'impact', 'and', 'the', 'net', 'climate', 'impact', 'of', 'albedo', 'and', 'changes', 'from', 'deforestation', 'depends', 'greatly', 'on', 'local', 'climate', 'in', 'seasonally', 'snow', 'covered', 'zones', 'winter', 'albedos', 'of', 'treeless', 'areas', 'are', 'to', 'higher', 'than', 'nearby', 'forested', 'areas', 'because', 'snow', 'does', 'not', 'cover', 'the', 'trees', 'as', 'readily', 'deciduous', 'trees', 'have', 'an', 'albedo', 'value', 'of', 'about', 'to', 'whereas', 'coniferous', 'trees', 'have', 'value', 'of', 'about', 'to', 'studies', 'by', 'the', 'hadley', 'centre', 'have', 'investigated', 'the', 'relative', 'generally', 'warming', 'effect', 'of', 'albedo', 'change', 'and', 'cooling', 'effect', 'of', 'carbon', 'sequestration', 'on', 'planting', 'forests', 'they', 'found', 'that', 'new', 'forests', 'in', 'tropical', 'and', 'midlatitude', 'areas', 'tended', 'to', 'cool', 'new', 'forests', 'in', 'high', 'latitudes', 'siberia', 'were', 'neutral', 'or', 'perhaps', 'warming', 'water', 'water', 'reflects', 'light', 'very', 'differently', 'from', 'typical', 'terrestrial', 'materials', 'the', 'reflectivity', 'of', 'water', 'surface', 'is', 'calculated', 'using', 'the', 'fresnel', 'equations', 'see', 'graph', 'reflectivity', 'of', 'smooth', 'water', 'at', 'refractive', 'index', 'at', 'the', 'scale', 'of', 'the', 'wavelength', 'of', 'light', 'even', 'wavy', 'water', 'is', 'always', 'smooth', 'so', 'the', 'light', 'is', 'reflected', 'in', 'locally', 'specular', 'manner', 'not', 'diffusely', 'the', 'glint', 'of', 'light', 'off', 'water', 'is', 'commonplace', 'effect', 'of', 'this', 'at', 'small', 'angles', 'of', 'incident', 'light', 'waviness', 'results', 'in', 'reduced', 'reflectivity', 'because', 'of', 'the', 'steepness', 'of', 'the', 'reflectivity', 'vs', 'incident', 'angle', 'curve', 'and', 'locally', 'increased', 'average', 'incident', 'angle', 'although', 'the', 'reflectivity', 'of', 'water', 'is', 'very', 'low', 'at', 'low', 'and', 'medium', 'angles', 'of', 'incident', 'light', 'it', 'becomes', 'very', 'high', 'at', 'high', 'angles', 'of', 'incident', 'light', 'such', 'as', 'those', 'that', 'occur', 'on', 'the', 'illuminated', 'side', 'of', 'earth', 'near', 'the', 'terminator', 'early', 'morning', 'late', 'afternoon', 'and', 'near', 'the', 'poles', 'however', 'as', 'mentioned', 'above', 'waviness', 'causes', 'an', 'appreciable', 'reduction', 'because', 'light', 'specularly', 'reflected', 'from', 'water', 'does', 'not', 'usually', 'reach', 'the', 'viewer', 'water', 'is', 'usually', 'considered', 'to', 'have', 'very', 'low', 'albedo', 'in', 'spite', 'of', 'its', 'high', 'reflectivity', 'at', 'high', 'angles', 'of', 'incident', 'light', 'note', 'that', 'white', 'caps', 'on', 'waves', 'look', 'white', 'and', 'have', 'high', 'albedo', 'because', 'the', 'water', 'is', 'foamed', 'up', 'so', 'there', 'are', 'many', 'superimposed', 'bubble', 'surfaces', 'which', 'reflect', 'adding', 'up', 'their', 'reflectivities', 'fresh', 'black', 'ice', 'exhibits', 'fresnel', 'reflection', 'clouds', 'cloud', 'albedo', 'has', 'substantial', 'influence', 'over', 'atmospheric', 'temperatures', 'different', 'types', 'of', 'clouds', 'exhibit', 'different', 'reflectivity', 'theoretically', 'ranging', 'in', 'albedo', 'from', 'minimum', 'of', 'near', 'to', 'maximum', 'approaching', 'on', 'any', 'given', 'day', 'about', 'half', 'of', 'earth', 'is', 'covered', 'by', 'clouds', 'which', 'reflect', 'more', 'sunlight', 'than', 'land', 'and', 'water', 'clouds', 'keep', 'earth', 'cool', 'by', 'reflecting', 'sunlight', 'but', 'they', 'can', 'also', 'serve', 'as', 'blankets', 'to', 'trap', 'warmth', 'albedo', 'and', 'climate', 'in', 'some', 'areas', 'are', 'affected', 'by', 'artificial', 'clouds', 'such', 'as', 'those', 'created', 'by', 'the', 'contrails', 'of', 'heavy', 'commercial', 'airliner', 'traffic', 'study', 'following', 'the', 'burning', 'of', 'the', 'kuwaiti', 'oil', 'fields', 'during', 'iraqi', 'occupation', 'showed', 'that', 'temperatures', 'under', 'the', 'burning', 'oil', 'fires', 'were', 'as', 'much', 'as', 'colder', 'than', 'temperatures', 'several', 'miles', 'away', 'under', 'clear', 'skies', 'aerosol', 'effects', 'aerosols', 'very', 'fine', 'particles', 'droplets', 'in', 'the', 'atmosphere', 'have', 'both', 'direct', 'and', 'indirect', 'effects', 'on', 'earth', 'radiative', 'balance', 'the', 'direct', 'albedo', 'effect', 'is', 'generally', 'to', 'cool', 'the', 'planet', 'the', 'indirect', 'effect', 'the', 'particles', 'act', 'as', 'cloud', 'condensation', 'nuclei', 'and', 'thereby', 'change', 'cloud', 'properties', 'is', 'less', 'certain', 'as', 'per', 'the', 'effects', 'are', 'aerosol', 'direct', 'effect', 'aerosols', 'directly', 'scatter', 'and', 'absorb', 'radiation', 'the', 'scattering', 'of', 'radiation', 'causes', 'atmospheric', 'cooling', 'whereas', 'absorption', 'can', 'cause', 'atmospheric', 'warming', 'aerosol', 'indirect', 'effect', 'aerosols', 'modify', 'the', 'properties', 'of', 'clouds', 'through', 'subset', 'of', 'the', 'aerosol', 'population', 'called', 'cloud', 'condensation', 'nuclei', 'increased', 'nuclei', 'concentrations', 'lead', 'to', 'increased', 'cloud', 'droplet', 'number', 'concentrations', 'which', 'in', 'turn', 'leads', 'to', 'increased', 'cloud', 'albedo', 'increased', 'light', 'scattering', 'and', 'radiative', 'cooling', 'first', 'indirect', 'effect', 'but', 'also', 'leads', 'to', 'reduced', 'precipitation', 'efficiency', 'and', 'increased', 'lifetime', 'of', 'the', 'cloud', 'second', 'indirect', 'effect', 'black', 'carbon', 'another', 'albedo', 'related', 'effect', 'on', 'the', 'climate', 'is', 'from', 'black', 'carbon', 'particles', 'the', 'size', 'of', 'this', 'effect', 'is', 'difficult', 'to', 'quantify', 'the', 'panel', 'on', 'climate', 'change', 'estimates', 'that', 'the', 'global', 'mean', 'radiative', 'forcing', 'for', 'black', 'carbon', 'aerosols', 'from', 'fossil', 'fuels', 'is', 'with', 'range', 'to', 'black', 'carbon', 'is', 'bigger', 'cause', 'of', 'the', 'melting', 'of', 'the', 'polar', 'ice', 'cap', 'in', 'the', 'arctic', 'than', 'carbon', 'dioxide', 'due', 'to', 'its', 'effect', 'on', 'the', 'albedo', 'human', 'activities', 'human', 'activities', 'deforestation', 'farming', 'and', 'urbanization', 'change', 'the', 'albedo', 'of', 'various', 'areas', 'around', 'the', 'globe', 'however', 'quantification', 'of', 'this', 'effect', 'on', 'the', 'global', 'scale', 'is', 'difficult', 'other', 'types', 'of', 'albedo', 'single', 'scattering', 'albedo', 'is', 'used', 'to', 'define', 'scattering', 'of', 'electromagnetic', 'waves', 'on', 'small', 'particles', 'it', 'depends', 'on', 'properties', 'of', 'the', 'material', 'refractive', 'index', 'the', 'size', 'of', 'the', 'particle', 'or', 'particles', 'and', 'the', 'wavelength', 'of', 'the', 'incoming', 'radiation', 'see', 'also', 'references', 'external', 'links', 'official', 'website', 'of', 'albedo', 'project', 'global', 'albedo', 'project', 'center', 'for', 'clouds', 'chemistry', 'and', 'climate', 'albedo', 'encyclopedia', 'of', 'earth', 'nasa', 'modis', 'brdf', 'albedo', 'product', 'site', 'surface', 'albedo', 'derived', 'from', 'meteosat', 'observations', 'discussion', 'of', 'lunar', 'albedos', 'reflectivity', 'of', 'metals', 'chart'], ['Albedo'])
290
A
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'references', 'external', 'links', 'history', 'of', 'the', 'alphabet'], ['A'])
303
Alabama
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305
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'its', 'part', 'in', 'the', 'battle', 'of', 'the', 'river', 'plate', 'alongside', 'and', 'in', 'addition', 'to', 'earning', 'the', 'battle', 'honour', 'river', 'plate', 'hmnzs', 'achilles', 'also', 'served', 'at', 'guadalcanal', 'and', 'okinawa', 'in', 'after', 'returning', 'to', 'the', 'royal', 'navy', 'the', 'ship', 'was', 'sold', 'to', 'the', 'indian', 'navy', 'in', 'but', 'when', 'she', 'was', 'scrapped', 'parts', 'of', 'the', 'ship', 'were', 'saved', 'and', 'preserved', 'in', 'new', 'zealand', 'capois', 'la', 'mort', 'slave', 'who', 'fought', 'in', 'the', 'haitian', 'revolution', 'was', 'nicknamed', 'the', 'black', 'achilles', 'because', 'of', 'his', 'heroic', 'performance', 'during', 'the', 'last', 'battle', 'against', 'the', 'french', 'achille', 'costa', 'was', 'an', 'italian', 'entomologist', 'achille', 'poirot', 'is', 'the', 'brother', 'of', 'the', 'fictional', 'belgian', 'detective', 'hercule', 'poirot', 'created', 'by', 'agatha', 'christie', 'in', 'her', 'novel', 'the', 'big', 'four', 'prince', 'achileas', 'andreas', 'of', 'greece', 'and', 'denmark', 'born', 'august', 'is', 'the', 'grandson', 'of', 'the', 'deposed', 'greek', 'king', 'constantine', 'ii', 'notes', 'references', 'homer', 'iliad', 'homer', 'odyssey', 'xi', 'pseudo', 'apollodorus', 'bibliotheca', 'iii', 'xiii', 'apollodorus', 'epitome', 'iii', 'ovid', 'metamorphoses', 'xi', 'xii', 'xiii', 'ovid', 'heroides', 'iii', 'apollonius', 'rhodius', 'argonautica', 'iv', 'dante', 'alighieri', 'the', 'divine', 'comedy', 'inferno', 'bibliography', 'ileana', 'chirassi', 'colombo', 'heroes', 'achilleus', 'theos', 'apollon', 'in', 'il', 'mito', 'greco', 'edd', 'bruno', 'gentili', 'and', 'giuseppe', 'paione', 'rome', 'edizione', 'dell', 'ateneo', 'bizzarri', 'anthony', 'edwards', 'achilles', 'in', 'the', 'underworld', 'iliad', 'odyssey', 'and', 'æthiopis', 'greek', 'roman', 'and', 'byzantine', 'studies', 'pp', 'anthony', 'edwards', 'achilles', 'in', 'the', 'odyssey', 'ideologies', 'of', 'heroism', 'in', 'the', 'homeric', 'epic', 'beiträge', 'zur', 'klassischen', 'philologie', 'anthony', 'edwards', 'kleos', 'aphthiton', 'and', 'oral', 'theory', 'classical', 'quarterly', 'pp', 'hélène', 'monsacré', 'les', 'larmes', 'achille', 'le', 'héros', 'la', 'femme', 'et', 'la', 'souffrance', 'dans', 'la', 'poésie', 'homère', 'paris', 'albin', 'michel', 'gregory', 'nagy', 'the', 'name', 'of', 'achilles', 'questions', 'of', 'etymology', 'and', 'folk', 'etymology', 'illinois', 'classical', 'studies', 'gregory', 'nagy', 'the', 'best', 'of', 'the', 'acheans', 'concepts', 'of', 'the', 'hero', 'in', 'archaic', 'greek', 'poetry', 'johns', 'hopkins', 'university', 'press', 'revised', 'edition', 'online', 'dale', 'sinos', 'the', 'entry', 'of', 'achilles', 'into', 'greek', 'epic', 'ph', 'thesis', 'johns', 'hopkins', 'university', 'ann', 'arbor', 'michigan', 'university', 'microfilms', 'international', 'jonathan', 'burgess', 'the', 'death', 'and', 'afterlife', 'of', 'achilles', 'baltimore', 'johns', 'hopkins', 'university', 'press', 'external', 'links', 'trojan', 'war', 'resources', 'gallery', 'of', 'the', 'ancient', 'art', 'achilles', 'poem', 'by', 'florence', 'earle', 'coates'], ['Achilles'])
307
Abraham Lincoln
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308
Aristotle
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309
An American in Paris
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316
Academy Award for Best Production Design
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'callahan', 'jack', 'collis', 'jerry', 'wunderlich', 'the', 'last', 'tycoon', 'dale', 'hennesy', 'robert', 'de', 'vestel', 'logan', 'run', 'robert', 'boyle', 'arthur', 'jeph', 'parker', 'the', 'shootist', 'john', 'barry', 'norman', 'reynolds', 'leslie', 'dilley', 'roger', 'christian', 'star', 'wars', 'george', 'webb', 'mickey', 'michaels', 'airport', 'joe', 'alves', 'dan', 'lomino', 'phil', 'abramson', 'close', 'encounters', 'of', 'the', 'third', 'kind', 'ken', 'adam', 'peter', 'lamont', 'hugh', 'scaife', 'the', 'spy', 'who', 'loved', 'me', 'albert', 'brenner', 'marvin', 'march', 'the', 'turning', 'point', 'paul', 'sylbert', 'edwin', 'donovan', 'george', 'gaines', 'heaven', 'can', 'wait', 'dean', 'tavoularis', 'angelo', 'graham', 'george', 'nelson', 'the', 'brink', 'job', 'albert', 'brenner', 'marvin', 'march', 'california', 'suite', 'mel', 'bourne', 'daniel', 'robert', 'interiors', 'tony', 'walton', 'philip', 'rosenberg', 'edward', 'stewart', 'robert', 'drumheller', 'the', 'wiz', 'philip', 'rosenberg', 'tony', 'walton', 'edward', 'stewart', 'gary', 'brink', 'all', 'that', 'jazz', 'michael', 'seymour', 'les', 'dilley', 'roger', 'christian', 'ian', 'whittaker', 'alien', 'dean', 'tavoularis', 'angelo', 'graham', 'george', 'nelson', 'apocalypse', 'now', 'george', 'jenkins', 'arthur', 'jeph', 'parker', 'the', 'china', 'syndrome', 'harold', 'michelson', 'joe', 'jennings', 'leon', 'harris', 'john', 'vallone', 'linda', 'descenna', 'star', 'trek', 'the', 'motion', 'picture', 'year', 'art', 'director', 'set', 'decorator', 'film', 'pierre', 'guffroy', 'jack', 'stephens', 'tess', 'john', 'corso', 'john', 'dwyer', 'coal', 'miner', 'daughter', 'stuart', 'craig', 'robert', 'cartwright', 'hugh', 'scaife', 'the', 'elephant', 'man', 'norman', 'reynolds', 'leslie', 'dilley', 'harry', 'lange', 'alan', 'tomkins', 'michael', 'ford', 'the', 'empire', 'strikes', 'back', 'yoshirō', 'muraki', 'kagemusha', 'norman', 'reynolds', 'leslie', 'dilley', 'michael', 'ford', 'raiders', 'of', 'the', 'lost', 'ark', 'assheton', 'gorton', 'ann', 'mollo', 'the', 'french', 'lieutenant', 'woman', 'tambi', 'larsen', 'james', 'berkey', 'heaven', 'gate', 'john', 'graysmark', 'patrizia', 'von', 'brandenstein', 'tony', 'reading', 'george', 'detitta', 'sr', 'george', 'detitta', 'jr', 'peter', 'howitt', 'ragtime', 'richard', 'sylbert', 'michael', 'seirton', 'reds', 'stuart', 'craig', 'robert', 'laing', 'michael', 'seirton', 'gandhi', 'dale', 'hennesy', 'marvin', 'march', 'annie', 'lawrence', 'paull', 'david', 'snyder', 'linda', 'descenna', 'blade', 'runner', 'franco', 'zeffirelli', 'gianni', 'quaranta', 'la', 'traviata', 'rodger', 'maus', 'tim', 'hutchinson', 'william', 'craig', 'smith', 'harry', 'cordwell', 'victor', 'victoria', 'anna', 'asp', 'susanne', 'lingheim', 'fanny', 'and', 'alexander', 'norman', 'reynolds', 'fred', 'hole', 'james', 'schoppe', 'michael', 'ford', 'return', 'of', 'the', 'jedi', 'geoffrey', 'kirkland', 'richard', 'lawrence', 'stewart', 'campbell', 'peter', 'romero', 'jim', 'poynter', 'george', 'nelson', 'the', 'right', 'stuff', 'polly', 'platt', 'harold', 'michelson', 'tom', 'pedigo', 'anthony', 'mondell', 'terms', 'of', 'endearment', 'roy', 'walker', 'leslie', 'tomkins', 'tessa', 'davies', 'yentl', 'patrizia', 'von', 'brandenstein', 'karel', 'černý', 'amadeus', 'richard', 'sylbert', 'george', 'gaines', 'the', 'cotton', 'club', 'mel', 'bourne', 'angelo', 'graham', 'bruce', 'weintraub', 'the', 'natural', 'john', 'box', 'hugh', 'scaife', 'passage', 'to', 'india', 'albert', 'brenner', 'rick', 'simpson', 'stephen', 'grimes', 'josie', 'macavin', 'out', 'of', 'africa', 'norman', 'garwood', 'maggie', 'gray', 'brazil', 'michael', 'riva', 'bo', 'welch', 'linda', 'descenna', 'the', 'color', 'purple', 'yoshirō', 'muraki', 'shinobu', 'muraki', 'ran', 'stan', 'jolley', 'john', 'anderson', 'witness', 'gianni', 'quaranta', 'brian', 'ackland', 'snow', 'brian', 'savegar', 'elio', 'altamura', 'room', 'with', 'view', 'peter', 'lamont', 'crispian', 'sallis', 'aliens', 'boris', 'leven', 'karen', 'hara', 'the', 'color', 'of', 'money', 'stuart', 'wurtzel', 'carol', 'joffe', 'hannah', 'and', 'her', 'sisters', 'stuart', 'craig', 'jack', 'stephens', 'the', 'mission', 'ferdinando', 'scarfiotti', 'bruno', 'cesari', 'osvaldo', 'desideri', 'the', 'last', 'emperor', 'norman', 'reynolds', 'harry', 'cordwell', 'empire', 'of', 'the', 'sun', 'anthony', 'pratt', 'joanne', 'woollard', 'hope', 'and', 'glory', 'santo', 'loquasto', 'carol', 'joffe', 'leslie', 'bloom', 'george', 'detitta', 'jr', 'radio', 'days', 'patrizia', 'von', 'brandenstein', 'william', 'elliott', 'hal', 'gausman', 'the', 'untouchables', 'stuart', 'craig', 'gérard', 'james', 'dangerous', 'liaisons', 'albert', 'brenner', 'garrett', 'lewis', 'beaches', 'ida', 'random', 'linda', 'descenna', 'rain', 'man', 'dean', 'tavoularis', 'armin', 'ganz', 'tucker', 'the', 'man', 'and', 'his', 'dream', 'elliot', 'scott', 'peter', 'howitt', 'who', 'framed', 'roger', 'rabbit', 'anton', 'furst', 'peter', 'young', 'batman', 'leslie', 'dilley', 'anne', 'kuljian', 'the', 'abyss', 'dante', 'ferretti', 'francesca', 'lo', 'schiavo', 'the', 'adventures', 'of', 'baron', 'munchausen', 'bruno', 'rubeo', 'crispian', 'sallis', 'driving', 'miss', 'daisy', 'norman', 'garwood', 'garrett', 'lewis', 'glory', 'year', 'film', 'art', 'director', 'set', 'decorator', 'rd', 'dick', 'tracy', 'richard', 'sylbert', 'rick', 'simpson', 'cyrano', 'de', 'bergerac', 'ezio', 'frigerio', 'jacques', 'rouxel', 'dances', 'with', 'wolves', 'jeffrey', 'beecroft', 'lisa', 'dean', 'the', 'godfather', 'part', 'iii', 'dean', 'tavoularis', 'gary', 'fettis', 'hamlet', 'dante', 'ferretti', 'francesca', 'lo', 'schiavo', 'th', 'bugsy', 'dennis', 'gassner', 'nancy', 'haigh', 'barton', 'fink', 'dennis', 'gassner', 'nancy', 'haigh', 'the', 'fisher', 'king', 'mel', 'bourne', 'cindy', 'carr', 'hook', 'norman', 'garwood', 'garrett', 'lewis', 'the', 'prince', 'of', 'tides', 'paul', 'sylbert', 'caryl', 'heller', 'th', 'howards', 'end', 'luciana', 'arrighi', 'ian', 'whittaker', 'bram', 'stoker', 'dracula', 'thomas', 'sanders', 'garrett', 'lewis', 'chaplin', 'stuart', 'craig', 'chris', 'butler', 'toys', 'ferdinando', 'scarfiotti', 'linda', 'descenna', 'unforgiven', 'henry', 'bumstead', 'janice', 'blackie', 'goodine', 'th', 'schindler', 'list', 'allan', 'starski', 'ewa', 'braun', 'addams', 'family', 'values', 'ken', 'adam', 'marvin', 'march', 'the', 'age', 'of', 'innocence', 'dante', 'ferretti', 'robert', 'franco', 'orlando', 'ben', 'van', 'os', 'and', 'jan', 'roelfs', 'the', 'remains', 'of', 'the', 'day', 'luciana', 'arrighi', 'ian', 'whittaker', 'th', 'the', 'madness', 'of', 'king', 'george', 'ken', 'adam', 'carolyn', 'scott', 'bullets', 'over', 'broadway', 'santo', 'loquasto', 'susan', 'bode', 'forrest', 'gump', 'rick', 'carter', 'nancy', 'haigh', 'interview', 'with', 'the', 'vampire', 'dante', 'ferretti', 'francesca', 'lo', 'schiavo', 'legends', 'of', 'the', 'fall', 'lilly', 'kilvert', 'dorree', 'cooper', 'th', 'restoration', 'eugenio', 'zanetti', 'apollo', 'michael', 'corenblith', 'merideth', 'boswell', 'babe', 'roger', 'ford', 'kerrie', 'brown', 'little', 'princess', 'bo', 'welch', 'cheryl', 'carasik', 'richard', 'iii', 'tony', 'burrough', 'th', 'the', 'english', 'patient', 'stuart', 'craig', 'stephenie', 'mcmillan', 'the', 'birdcage', 'bo', 'welch', 'cheryl', 'carasik', 'evita', 'brian', 'morris', 'philippe', 'turlure', 'hamlet', 'tim', 'harvey', 'romeo', 'juliet', 'catherine', 'martin', 'brigitte', 'broch', 'th', 'titanic', 'peter', 'lamont', 'michael', 'ford', 'gattaca', 'jan', 'roelfs', 'nancy', 'nye', 'kundun', 'dante', 'ferretti', 'francesca', 'lo', 'schiavo', 'confidential', 'jeannine', 'oppewall', 'jay', 'hart', 'men', 'in', 'black', 'bo', 'welch', 'cheryl', 'carasik', 'st', 'shakespeare', 'in', 'love', 'martin', 'childs', 'jill', 'quertier', 'elizabeth', 'john', 'myhre', 'peter', 'howitt', 'pleasantville', 'jeannine', 'oppewall', 'jay', 'hart', 'saving', 'private', 'ryan', 'tom', 'sanders', 'lisa', 'dean', 'kavanaugh', 'what', 'dreams', 'may', 'come', 'eugenio', 'zanetti', 'cindy', 'carr', 'nd', 'sleepy', 'hollow', 'rick', 'heinrichs', 'peter', 'young', 'anna', 'and', 'the', 'king', 'luciana', 'arrighi', 'ian', 'whittaker', 'the', 'cider', 'house', 'rules', 'david', 'gropman', 'beth', 'rubino', 'the', 'talented', 'mr', 'ripley', 'roy', 'walker', 'bruno', 'cesari', 'topsy', 'turvy', 'eve', 'stewart', 'john', 'bush', 'year', 'film', 'art', 'director', 'set', 'decorator', 'rd', 'crouching', 'tiger', 'hidden', 'dragon', 'tim', 'yip', 'gladiator', 'arthur', 'max', 'crispian', 'sallis', 'how', 'the', 'grinch', 'stole', 'christmas', 'michael', 'corenblith', 'merideth', 'boswell', 'quills', 'martin', 'childs', 'jill', 'quertier', 'vatel', 'jean', 'rabasse', 'françoise', 'benoît', 'fresco', 'th', 'moulin', 'rouge', 'catherine', 'martin', 'brigitte', 'broch', 'amélie', 'aline', 'bonetto', 'marie', 'laure', 'valla', 'gosford', 'park', 'stephen', 'altman', 'anna', 'pinnock', 'harry', 'potter', 'and', 'the', 'sorcerer', 'stone', 'stuart', 'craig', 'stephenie', 'mcmillan', 'the', 'lord', 'of', 'the', 'rings', 'the', 'fellowship', 'of', 'the', 'ring', 'grant', 'major', 'dan', 'hennah', 'th', 'chicago', 'john', 'myhre', 'gordon', 'sim', 'frida', 'felipe', 'fernández', 'del', 'paso', 'hania', 'robledo', 'gangs', 'of', 'new', 'york', 'dante', 'ferretti', 'francesca', 'lo', 'schiavo', 'the', 'lord', 'of', 'the', 'rings', 'the', 'two', 'towers', 'grant', 'major', 'dan', 'hennah', 'and', 'alan', 'lee', 'road', 'to', 'perdition', 'dennis', 'gassner', 'nancy', 'haigh', 'th', 'the', 'lord', 'of', 'the', 'rings', 'the', 'return', 'of', 'the', 'king', 'grant', 'major', 'dan', 'hennah', 'and', 'alan', 'lee', 'girl', 'with', 'pearl', 'earring', 'ben', 'van', 'os', 'cecile', 'heideman', 'the', 'last', 'samurai', 'lilly', 'kilvert', 'gretchen', 'rau', 'master', 'and', 'commander', 'the', 'far', 'side', 'of', 'the', 'world', 'william', 'sandell', 'robert', 'gould', 'seabiscuit', 'jeannine', 'oppewall', 'leslie', 'pope', 'th', 'the', 'aviator', 'dante', 'ferretti', 'francesca', 'lo', 'schiavo', 'finding', 'neverland', 'gemma', 'jackson', 'trisha', 'edwards', 'lemony', 'snicket', 'series', 'of', 'unfortunate', 'events', 'rick', 'heinrichs', 'cheryl', 'carasik', 'the', 'phantom', 'of', 'the', 'opera', 'anthony', 'pratt', 'celia', 'bobak', 'very', 'long', 'engagement', 'aline', 'bonetto', 'th', 'memoirs', 'of', 'geisha', 'john', 'myhre', 'gretchen', 'rau', 'good', 'night', 'and', 'good', 'luck', 'jim', 'bissell', 'jan', 'pascale', 'harry', 'potter', 'and', 'the', 'goblet', 'of', 'fire', 'stuart', 'craig', 'stephenie', 'mcmillan', 'king', 'kong', 'grant', 'major', 'dan', 'hennah', 'and', 'simon', 'bright', 'pride', 'prejudice', 'sarah', 'greenwood', 'katie', 'spencer', 'th', 'pan', 'labyrinth', 'eugenio', 'caballero', 'pilar', 'revuelta', 'dreamgirls', 'john', 'myhre', 'nancy', 'haigh', 'the', 'good', 'shepherd', 'jeannine', 'claudia', 'oppewall', 'gretchen', 'rau', 'and', 'leslie', 'rollins', 'pirates', 'of', 'the', 'caribbean', 'dead', 'man', 'chest', 'rick', 'heinrichs', 'cheryl', 'carasik', 'the', 'prestige', 'nathan', 'crowley', 'julie', 'ochipinti', 'th', 'sweeney', 'todd', 'the', 'demon', 'barber', 'of', 'fleet', 'street', 'dante', 'ferretti', 'francesca', 'lo', 'schiavo', 'american', 'gangster', 'arthur', 'max', 'beth', 'rubino', 'atonement', 'sarah', 'greenwood', 'katie', 'spencer', 'the', 'golden', 'compass', 'dennis', 'gassner', 'anna', 'pinnock', 'there', 'will', 'be', 'blood', 'jack', 'fisk', 'jim', 'erickson', 'st', 'the', 'curious', 'case', 'of', 'benjamin', 'button', 'donald', 'graham', 'burt', 'victor', 'zolfo', 'changeling', 'james', 'murakami', 'gary', 'fettis', 'the', 'dark', 'knight', 'nathan', 'crowley', 'peter', 'lando', 'the', 'duchess', 'michael', 'carlin', 'rebecca', 'alleway', 'revolutionary', 'road', 'kristi', 'zea', 'debra', 'schutt', 'nd', 'avatar', 'rick', 'carter', 'and', 'robert', 'stromberg', 'kim', 'sinclair', 'the', 'imaginarium', 'of', 'doctor', 'parnassus', 'dave', 'warren', 'and', 'anastasia', 'masaro', 'caroline', 'smith', 'nine', 'john', 'myhre', 'gordon', 'sim', 'sherlock', 'holmes', 'sarah', 'greenwood', 'katie', 'spencer', 'the', 'young', 'victoria', 'patrice', 'vermette', 'maggie', 'gray', 'year', 'film', 'art', 'director', 'set', 'decorator', 'rd', 'alice', 'in', 'wonderland', 'robert', 'stromberg', 'karen', 'hara', 'harry', 'potter', 'and', 'the', 'deathly', 'hallows', 'part', 'stuart', 'craig', 'stephenie', 'mcmillan', 'inception', 'guy', 'hendrix', 'dyas', 'larry', 'dias', 'and', 'doug', 'mowat', 'the', 'king', 'speech', 'eve', 'stewart', 'judy', 'farr', 'true', 'grit', 'jess', 'gonchor', 'nancy', 'haigh', 'th', 'hugo', 'dante', 'ferretti', 'francesca', 'lo', 'schiavo', 'the', 'artist', 'laurence', 'bennett', 'robert', 'gould', 'harry', 'potter', 'and', 'the', 'deathly', 'hallows', 'part', 'stuart', 'craig', 'stephenie', 'mcmillan', 'midnight', 'in', 'paris', 'anne', 'seibel', 'hélène', 'dubreuil', 'war', 'horse', 'rick', 'carter', 'lee', 'sandales', 'th', 'lincoln', 'rick', 'carter', 'jim', 'erickson', 'anna', 'karenina', 'sarah', 'greenwood', 'katie', 'spencer', 'the', 'hobbit', 'an', 'unexpected', 'journey', 'dan', 'hennah', 'ra', 'vincent', 'and', 'simon', 'bright', 'les', 'misérables', 'eve', 'stewart', 'anna', 'lynch', 'robinson', 'life', 'of', 'pi', 'david', 'gropman', 'anna', 'pinnock', 'th', 'the', 'great', 'gatsby', 'catherine', 'martin', 'beverley', 'dunn', 'american', 'hustle', 'judy', 'becker', 'heather', 'loeffler', 'gravity', 'andy', 'nicholson', 'rosie', 'goodwin', 'and', 'joanne', 'woollard', 'her', 'barrett', 'gene', 'serdena', 'years', 'slave', 'adam', 'stockhausen', 'alice', 'baker', 'th', 'the', 'grand', 'budapest', 'hotel', 'adam', 'stockhausen', 'anna', 'pinnock', 'the', 'imitation', 'game', 'maria', 'djurkovic', 'tatiana', 'macdonald', 'interstellar', 'nathan', 'crowley', 'gary', 'fettis', 'into', 'the', 'woods', 'dennis', 'gassner', 'anna', 'pinnock', 'mr', 'turner', 'suzie', 'davies', 'charlotte', 'watts', 'th', 'mad', 'max', 'fury', 'road', 'colin', 'gibson', 'lisa', 'thompson', 'bridge', 'of', 'spies', 'adam', 'stockhausen', 'rena', 'deangelo', 'and', 'bernhard', 'henrich', 'the', 'danish', 'girl', 'michael', 'standish', 'eve', 'stewart', 'the', 'martian', 'arthur', 'max', 'celia', 'bobak', 'the', 'revenant', 'jack', 'fisk', 'hamish', 'purdy', 'th', 'la', 'la', 'land', 'david', 'wasco', 'sandy', 'reynolds', 'wasco', 'arrival', 'patrice', 'vermette', 'paul', 'hotte', 'fantastic', 'beasts', 'and', 'where', 'to', 'find', 'them', 'stuart', 'craig', 'anna', 'pinnock', 'hail', 'caesar', 'jess', 'gonchor', 'nancy', 'haigh', 'passengers', 'guy', 'hendrix', 'dyas', 'gene', 'serdena', 'see', 'also', 'bafta', 'award', 'for', 'best', 'production', 'design', 'critics', 'choice', 'movie', 'award', 'for', 'best', 'art', 'direction', 'references'], ['Academy Award for Best Production Design'])

Preprocessing

To set the same vocabulary size with original papar. We first calculate the optimal min_count parameter.


In [8]:
# pre = Doc2Vec(min_count=0)
# pre.scan_vocab(documents)

In [9]:
#for num in range(0, 20):
#    print('min_count: {}, size of vocab: '.format(num), pre.scale_vocab(min_count=num, dry_run=True)['memory']['vocab']/700)

In the original paper, they set the vocabulary size 915,715. It seems similar size of vocabulary if we set min_count = 19. (size of vocab = 898,725)

Training the Doc2Vec Model

To train Doc2Vec model by several method, DBOW and DM, we define the list of models.


In [10]:
cores = multiprocessing.cpu_count()
print('Cores: ' + str(cores))

models = [
    # PV-DBOW 
    Doc2Vec(dm=0, dbow_words=1, size=200, window=8, min_count=19, iter=10, workers=cores),
    # PV-DM w/average
    Doc2Vec(dm=1, dm_mean=1, size=200, window=8, min_count=19, iter =10, workers=cores),
]


Cores: 8

In [11]:
models[0].build_vocab(documents)
print(str(models[0]))
models[1].reset_from(models[0])
print(str(models[1]))


2017-05-29 19:40:32,768 : INFO : collecting all words and their counts
2017-05-29 19:40:33,075 : INFO : PROGRESS: at example #0, processed 0 words (0/s), 0 word types, 0 tags
2017-05-29 19:41:20,201 : INFO : PROGRESS: at example #10000, processed 31159151 words (661208/s), 441596 word types, 10000 tags
2017-05-29 19:41:42,707 : INFO : finished iterating over Wikipedia corpus of 14901 documents with 46096422 positions (total 19857 articles, 46117421 positions before pruning articles shorter than 50 words)
2017-05-29 19:41:42,708 : INFO : collected 551375 word types and 14901 unique tags from a corpus of 14901 examples and 46096422 words
2017-05-29 19:41:42,709 : INFO : Loading a fresh vocabulary
2017-05-29 19:41:43,179 : INFO : min_count=19 retains 62534 unique words (11% of original 551375, drops 488841)
2017-05-29 19:41:43,180 : INFO : min_count=19 leaves 44748674 word corpus (97% of original 46096422, drops 1347748)
2017-05-29 19:41:43,340 : INFO : deleting the raw counts dictionary of 551375 items
2017-05-29 19:41:43,376 : INFO : sample=0.001 downsamples 27 most-common words
2017-05-29 19:41:43,377 : INFO : downsampling leaves estimated 35328678 word corpus (78.9% of prior 44748674)
2017-05-29 19:41:43,378 : INFO : estimated required memory for 62534 words and 200 dimensions: 146222400 bytes
2017-05-29 19:41:43,608 : INFO : resetting layer weights
2017-05-29 19:41:44,589 : INFO : resetting layer weights
Doc2Vec(dbow+w,d200,n5,w8,mc19,s0.001,t8)
Doc2Vec(dm/m,d200,n5,w8,mc19,s0.001,t8)

Now we’re ready to train Doc2Vec of the English Wikipedia.


In [12]:
for model in models:
    model.train(documents, total_examples=model.corpus_count, epochs=model.iter)


2017-05-29 19:41:45,588 : INFO : training model with 8 workers on 62534 vocabulary and 200 features, using sg=1 hs=0 sample=0.001 negative=5 window=8
2017-05-29 19:41:46,645 : INFO : PROGRESS: at 0.02% examples, 92835 words/s, in_qsize 7, out_qsize 0
2017-05-29 19:41:47,647 : INFO : PROGRESS: at 0.05% examples, 127810 words/s, in_qsize 16, out_qsize 1
2017-05-29 19:41:48,665 : INFO : PROGRESS: at 0.10% examples, 151163 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:41:49,668 : INFO : PROGRESS: at 0.15% examples, 163586 words/s, in_qsize 15, out_qsize 0
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2017-05-29 19:44:34,428 : INFO : PROGRESS: at 9.33% examples, 192039 words/s, in_qsize 15, out_qsize 0
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2017-05-29 19:44:36,459 : INFO : PROGRESS: at 9.42% examples, 192087 words/s, in_qsize 14, out_qsize 1
2017-05-29 19:44:37,467 : INFO : PROGRESS: at 9.48% examples, 192026 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:44:38,517 : INFO : PROGRESS: at 9.55% examples, 192068 words/s, in_qsize 12, out_qsize 0
2017-05-29 19:44:39,563 : INFO : PROGRESS: at 9.61% examples, 192060 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:44:40,581 : INFO : PROGRESS: at 9.67% examples, 192133 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:44:41,603 : INFO : PROGRESS: at 9.72% examples, 192186 words/s, in_qsize 14, out_qsize 0
2017-05-29 19:44:42,626 : INFO : PROGRESS: at 9.77% examples, 192198 words/s, in_qsize 14, out_qsize 1
2017-05-29 19:44:43,694 : INFO : PROGRESS: at 9.83% examples, 192080 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:44:44,701 : INFO : PROGRESS: at 9.88% examples, 192234 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:44:45,701 : INFO : PROGRESS: at 9.92% examples, 192251 words/s, in_qsize 12, out_qsize 0
2017-05-29 19:44:46,412 : INFO : finished iterating over Wikipedia corpus of 14901 documents with 46096422 positions (total 19857 articles, 46117421 positions before pruning articles shorter than 50 words)
2017-05-29 19:44:46,806 : INFO : PROGRESS: at 9.97% examples, 192065 words/s, in_qsize 3, out_qsize 2
2017-05-29 19:44:47,813 : INFO : PROGRESS: at 10.01% examples, 191886 words/s, in_qsize 1, out_qsize 0
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2017-05-29 19:44:50,967 : INFO : PROGRESS: at 10.14% examples, 191668 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:44:51,969 : INFO : PROGRESS: at 10.19% examples, 191680 words/s, in_qsize 14, out_qsize 0
2017-05-29 19:44:53,010 : INFO : PROGRESS: at 10.24% examples, 191661 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:44:54,023 : INFO : PROGRESS: at 10.30% examples, 191639 words/s, in_qsize 14, out_qsize 0
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2017-05-29 19:44:57,130 : INFO : PROGRESS: at 10.52% examples, 191603 words/s, in_qsize 15, out_qsize 0
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2017-05-29 19:44:59,149 : INFO : PROGRESS: at 10.62% examples, 191607 words/s, in_qsize 14, out_qsize 1
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2017-05-29 19:45:16,876 : INFO : PROGRESS: at 11.63% examples, 191520 words/s, in_qsize 15, out_qsize 0
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2017-05-29 19:45:27,398 : INFO : PROGRESS: at 12.20% examples, 191686 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:45:28,479 : INFO : PROGRESS: at 12.26% examples, 191647 words/s, in_qsize 15, out_qsize 0
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2017-05-29 19:45:32,563 : INFO : PROGRESS: at 12.52% examples, 191695 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:45:33,564 : INFO : PROGRESS: at 12.57% examples, 191671 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:45:34,576 : INFO : PROGRESS: at 12.63% examples, 191751 words/s, in_qsize 11, out_qsize 0
2017-05-29 19:45:35,606 : INFO : PROGRESS: at 12.68% examples, 191742 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:45:36,628 : INFO : PROGRESS: at 12.74% examples, 191790 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:45:37,649 : INFO : PROGRESS: at 12.79% examples, 191786 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:45:38,696 : INFO : PROGRESS: at 12.85% examples, 191761 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:45:39,758 : INFO : PROGRESS: at 12.89% examples, 191739 words/s, in_qsize 14, out_qsize 1
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2017-05-29 19:45:41,776 : INFO : PROGRESS: at 13.01% examples, 191867 words/s, in_qsize 13, out_qsize 0
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2017-05-29 19:45:43,781 : INFO : PROGRESS: at 13.13% examples, 191781 words/s, in_qsize 16, out_qsize 0
2017-05-29 19:45:44,792 : INFO : PROGRESS: at 13.19% examples, 191895 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:45:45,830 : INFO : PROGRESS: at 13.24% examples, 191904 words/s, in_qsize 12, out_qsize 0
2017-05-29 19:45:46,841 : INFO : PROGRESS: at 13.33% examples, 191811 words/s, in_qsize 16, out_qsize 0
2017-05-29 19:45:47,856 : INFO : PROGRESS: at 13.39% examples, 191859 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:45:48,919 : INFO : PROGRESS: at 13.45% examples, 191887 words/s, in_qsize 8, out_qsize 0
2017-05-29 19:45:49,934 : INFO : PROGRESS: at 13.50% examples, 191899 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:45:50,948 : INFO : PROGRESS: at 13.55% examples, 191921 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:45:51,981 : INFO : PROGRESS: at 13.61% examples, 191916 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:45:53,025 : INFO : PROGRESS: at 13.67% examples, 191933 words/s, in_qsize 13, out_qsize 2
2017-05-29 19:45:54,107 : INFO : PROGRESS: at 13.73% examples, 191971 words/s, in_qsize 13, out_qsize 0
2017-05-29 19:45:55,113 : INFO : PROGRESS: at 13.77% examples, 191926 words/s, in_qsize 14, out_qsize 0
2017-05-29 19:45:56,118 : INFO : PROGRESS: at 13.83% examples, 191924 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:45:57,216 : INFO : PROGRESS: at 13.89% examples, 191888 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:45:58,247 : INFO : PROGRESS: at 13.95% examples, 191921 words/s, in_qsize 14, out_qsize 0
2017-05-29 19:45:59,253 : INFO : PROGRESS: at 14.01% examples, 191961 words/s, in_qsize 13, out_qsize 2
2017-05-29 19:46:00,264 : INFO : PROGRESS: at 14.07% examples, 191910 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:46:01,285 : INFO : PROGRESS: at 14.14% examples, 191920 words/s, in_qsize 14, out_qsize 0
2017-05-29 19:46:02,294 : INFO : PROGRESS: at 14.19% examples, 191835 words/s, in_qsize 2, out_qsize 1
2017-05-29 19:46:03,358 : INFO : PROGRESS: at 14.24% examples, 191894 words/s, in_qsize 10, out_qsize 0
2017-05-29 19:46:04,359 : INFO : PROGRESS: at 14.29% examples, 191891 words/s, in_qsize 14, out_qsize 1
2017-05-29 19:46:05,380 : INFO : PROGRESS: at 14.33% examples, 191936 words/s, in_qsize 14, out_qsize 0
2017-05-29 19:46:06,426 : INFO : PROGRESS: at 14.38% examples, 191887 words/s, in_qsize 12, out_qsize 0
2017-05-29 19:46:07,452 : INFO : PROGRESS: at 14.41% examples, 191877 words/s, in_qsize 13, out_qsize 0
2017-05-29 19:46:08,465 : INFO : PROGRESS: at 14.47% examples, 191915 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:46:09,510 : INFO : PROGRESS: at 14.51% examples, 191921 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:46:10,513 : INFO : PROGRESS: at 14.57% examples, 192009 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:46:11,522 : INFO : PROGRESS: at 14.61% examples, 191875 words/s, in_qsize 14, out_qsize 1
2017-05-29 19:46:12,529 : INFO : PROGRESS: at 14.67% examples, 191911 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:46:13,558 : INFO : PROGRESS: at 14.72% examples, 191960 words/s, in_qsize 9, out_qsize 0
2017-05-29 19:46:14,566 : INFO : PROGRESS: at 14.78% examples, 191943 words/s, in_qsize 15, out_qsize 1
2017-05-29 19:46:15,580 : INFO : PROGRESS: at 14.84% examples, 191904 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:46:16,608 : INFO : PROGRESS: at 14.90% examples, 191955 words/s, in_qsize 13, out_qsize 1
2017-05-29 19:46:17,640 : INFO : PROGRESS: at 14.95% examples, 191924 words/s, in_qsize 14, out_qsize 0
2017-05-29 19:46:18,707 : INFO : PROGRESS: at 14.99% examples, 191897 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:46:19,772 : INFO : PROGRESS: at 15.04% examples, 191868 words/s, in_qsize 11, out_qsize 0
2017-05-29 19:46:20,778 : INFO : PROGRESS: at 15.09% examples, 191879 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:46:21,788 : INFO : PROGRESS: at 15.14% examples, 191952 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:46:22,854 : INFO : PROGRESS: at 15.18% examples, 191946 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:46:23,855 : INFO : PROGRESS: at 15.23% examples, 192008 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:46:24,948 : INFO : PROGRESS: at 15.30% examples, 191920 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:46:25,963 : INFO : PROGRESS: at 15.36% examples, 191985 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:46:26,966 : INFO : PROGRESS: at 15.42% examples, 191999 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:46:27,979 : INFO : PROGRESS: at 15.47% examples, 192052 words/s, in_qsize 14, out_qsize 0
2017-05-29 19:46:29,020 : INFO : PROGRESS: at 15.53% examples, 191937 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:46:30,043 : INFO : PROGRESS: at 15.64% examples, 192043 words/s, in_qsize 14, out_qsize 0
2017-05-29 19:46:31,070 : INFO : PROGRESS: at 15.68% examples, 191969 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:46:32,098 : INFO : PROGRESS: at 15.75% examples, 191940 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:46:33,108 : INFO : PROGRESS: at 15.80% examples, 192006 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:46:34,109 : INFO : PROGRESS: at 15.85% examples, 192007 words/s, in_qsize 13, out_qsize 0
2017-05-29 19:46:35,139 : INFO : PROGRESS: at 15.91% examples, 191975 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:46:36,163 : INFO : PROGRESS: at 15.98% examples, 192002 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:46:37,195 : INFO : PROGRESS: at 16.04% examples, 192001 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:46:38,223 : INFO : PROGRESS: at 16.09% examples, 191944 words/s, in_qsize 13, out_qsize 1
2017-05-29 19:46:39,260 : INFO : PROGRESS: at 16.13% examples, 191951 words/s, in_qsize 16, out_qsize 0
2017-05-29 19:46:40,260 : INFO : PROGRESS: at 16.19% examples, 192003 words/s, in_qsize 11, out_qsize 0
2017-05-29 19:46:41,298 : INFO : PROGRESS: at 16.26% examples, 191958 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:46:42,352 : INFO : PROGRESS: at 16.32% examples, 191949 words/s, in_qsize 12, out_qsize 0
2017-05-29 19:46:43,363 : INFO : PROGRESS: at 16.36% examples, 191932 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:46:44,391 : INFO : PROGRESS: at 16.40% examples, 191983 words/s, in_qsize 14, out_qsize 0
2017-05-29 19:46:45,424 : INFO : PROGRESS: at 16.45% examples, 191977 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:46:46,444 : INFO : PROGRESS: at 16.51% examples, 192011 words/s, in_qsize 12, out_qsize 0
2017-05-29 19:46:47,496 : INFO : PROGRESS: at 16.57% examples, 192005 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:46:48,572 : INFO : PROGRESS: at 16.62% examples, 191995 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:46:49,596 : INFO : PROGRESS: at 16.68% examples, 192045 words/s, in_qsize 16, out_qsize 1
2017-05-29 19:46:50,601 : INFO : PROGRESS: at 16.74% examples, 191997 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:46:51,609 : INFO : PROGRESS: at 16.80% examples, 192018 words/s, in_qsize 14, out_qsize 0
2017-05-29 19:46:52,614 : INFO : PROGRESS: at 16.86% examples, 191988 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:46:53,659 : INFO : PROGRESS: at 16.91% examples, 191966 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:46:54,675 : INFO : PROGRESS: at 16.96% examples, 191993 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:46:55,698 : INFO : PROGRESS: at 17.02% examples, 192030 words/s, in_qsize 12, out_qsize 0
2017-05-29 19:46:56,825 : INFO : PROGRESS: at 17.08% examples, 191943 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:46:57,864 : INFO : PROGRESS: at 17.12% examples, 191988 words/s, in_qsize 16, out_qsize 0
2017-05-29 19:46:58,930 : INFO : PROGRESS: at 17.20% examples, 191999 words/s, in_qsize 15, out_qsize 0
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2017-05-29 19:47:01,954 : INFO : PROGRESS: at 17.37% examples, 192059 words/s, in_qsize 12, out_qsize 0
2017-05-29 19:47:03,009 : INFO : PROGRESS: at 17.42% examples, 192041 words/s, in_qsize 12, out_qsize 2
2017-05-29 19:47:04,026 : INFO : PROGRESS: at 17.48% examples, 192004 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:47:05,027 : INFO : PROGRESS: at 17.51% examples, 191994 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:47:06,072 : INFO : PROGRESS: at 17.59% examples, 192038 words/s, in_qsize 13, out_qsize 0
2017-05-29 19:47:07,106 : INFO : PROGRESS: at 17.64% examples, 191970 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:47:08,163 : INFO : PROGRESS: at 17.69% examples, 192005 words/s, in_qsize 15, out_qsize 0
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2017-05-29 19:47:16,388 : INFO : PROGRESS: at 18.27% examples, 192093 words/s, in_qsize 13, out_qsize 0
2017-05-29 19:47:17,421 : INFO : PROGRESS: at 18.33% examples, 192036 words/s, in_qsize 15, out_qsize 2
2017-05-29 19:47:18,466 : INFO : PROGRESS: at 18.39% examples, 192070 words/s, in_qsize 12, out_qsize 0
2017-05-29 19:47:19,480 : INFO : PROGRESS: at 18.43% examples, 192027 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:47:20,489 : INFO : PROGRESS: at 18.48% examples, 192045 words/s, in_qsize 14, out_qsize 1
2017-05-29 19:47:21,493 : INFO : PROGRESS: at 18.52% examples, 192106 words/s, in_qsize 14, out_qsize 0
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2017-05-29 19:47:23,552 : INFO : PROGRESS: at 18.62% examples, 192100 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:47:24,554 : INFO : PROGRESS: at 18.68% examples, 192094 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:47:25,609 : INFO : PROGRESS: at 18.75% examples, 192113 words/s, in_qsize 14, out_qsize 0
2017-05-29 19:47:26,736 : INFO : PROGRESS: at 18.80% examples, 192023 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:47:27,780 : INFO : PROGRESS: at 18.84% examples, 192060 words/s, in_qsize 16, out_qsize 0
2017-05-29 19:47:28,805 : INFO : PROGRESS: at 18.90% examples, 192089 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:47:29,807 : INFO : PROGRESS: at 18.95% examples, 192127 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:47:30,918 : INFO : PROGRESS: at 19.03% examples, 192085 words/s, in_qsize 12, out_qsize 0
2017-05-29 19:47:31,988 : INFO : PROGRESS: at 19.09% examples, 192091 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:47:33,024 : INFO : PROGRESS: at 19.17% examples, 192116 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:47:34,044 : INFO : PROGRESS: at 19.21% examples, 192103 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:47:35,054 : INFO : PROGRESS: at 19.28% examples, 192128 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:47:36,070 : INFO : PROGRESS: at 19.33% examples, 192107 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:47:37,078 : INFO : PROGRESS: at 19.38% examples, 192150 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:47:38,087 : INFO : PROGRESS: at 19.43% examples, 192183 words/s, in_qsize 11, out_qsize 0
2017-05-29 19:47:39,097 : INFO : PROGRESS: at 19.49% examples, 192148 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:47:40,102 : INFO : PROGRESS: at 19.55% examples, 192169 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:47:41,105 : INFO : PROGRESS: at 19.61% examples, 192164 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:47:42,120 : INFO : PROGRESS: at 19.67% examples, 192195 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:47:43,169 : INFO : PROGRESS: at 19.72% examples, 192224 words/s, in_qsize 13, out_qsize 0
2017-05-29 19:47:44,188 : INFO : PROGRESS: at 19.78% examples, 192226 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:47:45,188 : INFO : PROGRESS: at 19.84% examples, 192199 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:47:46,219 : INFO : PROGRESS: at 19.88% examples, 192313 words/s, in_qsize 11, out_qsize 0
2017-05-29 19:47:47,297 : INFO : PROGRESS: at 19.92% examples, 192251 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:47:47,851 : INFO : finished iterating over Wikipedia corpus of 14901 documents with 46096422 positions (total 19857 articles, 46117421 positions before pruning articles shorter than 50 words)
2017-05-29 19:47:48,304 : INFO : PROGRESS: at 19.98% examples, 192226 words/s, in_qsize 2, out_qsize 0
2017-05-29 19:47:49,314 : INFO : PROGRESS: at 20.01% examples, 192111 words/s, in_qsize 9, out_qsize 0
2017-05-29 19:47:50,322 : INFO : PROGRESS: at 20.05% examples, 192098 words/s, in_qsize 11, out_qsize 0
2017-05-29 19:47:51,323 : INFO : PROGRESS: at 20.09% examples, 192058 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:47:52,355 : INFO : PROGRESS: at 20.14% examples, 192095 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:47:53,358 : INFO : PROGRESS: at 20.19% examples, 192092 words/s, in_qsize 11, out_qsize 0
2017-05-29 19:47:54,399 : INFO : PROGRESS: at 20.25% examples, 192107 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:47:55,440 : INFO : PROGRESS: at 20.32% examples, 192087 words/s, in_qsize 15, out_qsize 0
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2017-05-29 19:48:28,461 : INFO : PROGRESS: at 22.20% examples, 192080 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:48:29,472 : INFO : PROGRESS: at 22.26% examples, 192136 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:48:30,567 : INFO : PROGRESS: at 22.33% examples, 192145 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:48:31,599 : INFO : PROGRESS: at 22.41% examples, 192186 words/s, in_qsize 11, out_qsize 0
2017-05-29 19:48:32,599 : INFO : PROGRESS: at 22.46% examples, 192173 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:48:33,616 : INFO : PROGRESS: at 22.52% examples, 192166 words/s, in_qsize 14, out_qsize 0
2017-05-29 19:48:34,630 : INFO : PROGRESS: at 22.57% examples, 192168 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:48:35,632 : INFO : PROGRESS: at 22.63% examples, 192193 words/s, in_qsize 13, out_qsize 0
2017-05-29 19:48:36,756 : INFO : PROGRESS: at 22.68% examples, 192161 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:48:37,776 : INFO : PROGRESS: at 22.74% examples, 192201 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:48:38,776 : INFO : PROGRESS: at 22.80% examples, 192211 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:48:39,823 : INFO : PROGRESS: at 22.85% examples, 192185 words/s, in_qsize 13, out_qsize 0
2017-05-29 19:48:40,932 : INFO : PROGRESS: at 22.89% examples, 192181 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:48:41,953 : INFO : PROGRESS: at 22.96% examples, 192206 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:48:42,968 : INFO : PROGRESS: at 23.01% examples, 192190 words/s, in_qsize 15, out_qsize 0
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2017-05-29 19:48:44,985 : INFO : PROGRESS: at 23.13% examples, 192184 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:48:46,044 : INFO : PROGRESS: at 23.20% examples, 192239 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:48:47,106 : INFO : PROGRESS: at 23.25% examples, 192223 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:48:48,170 : INFO : PROGRESS: at 23.35% examples, 192210 words/s, in_qsize 14, out_qsize 1
2017-05-29 19:48:49,177 : INFO : PROGRESS: at 23.41% examples, 192274 words/s, in_qsize 14, out_qsize 0
2017-05-29 19:48:50,248 : INFO : PROGRESS: at 23.46% examples, 192229 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:48:51,260 : INFO : PROGRESS: at 23.52% examples, 192284 words/s, in_qsize 13, out_qsize 0
2017-05-29 19:48:52,276 : INFO : PROGRESS: at 23.56% examples, 192263 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:48:53,292 : INFO : PROGRESS: at 23.62% examples, 192246 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:48:54,331 : INFO : PROGRESS: at 23.69% examples, 192299 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:48:55,335 : INFO : PROGRESS: at 23.73% examples, 192256 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:48:56,365 : INFO : PROGRESS: at 23.78% examples, 192231 words/s, in_qsize 16, out_qsize 0
2017-05-29 19:48:57,511 : INFO : PROGRESS: at 23.84% examples, 192226 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:48:58,584 : INFO : PROGRESS: at 23.91% examples, 192259 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:48:59,604 : INFO : PROGRESS: at 23.97% examples, 192256 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:49:00,626 : INFO : PROGRESS: at 24.03% examples, 192261 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:49:01,666 : INFO : PROGRESS: at 24.09% examples, 192260 words/s, in_qsize 12, out_qsize 0
2017-05-29 19:49:02,672 : INFO : PROGRESS: at 24.15% examples, 192273 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:49:03,748 : INFO : PROGRESS: at 24.21% examples, 192225 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:49:04,757 : INFO : PROGRESS: at 24.26% examples, 192254 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:49:05,808 : INFO : PROGRESS: at 24.30% examples, 192257 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:49:06,822 : INFO : PROGRESS: at 24.34% examples, 192215 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:49:07,846 : INFO : PROGRESS: at 24.39% examples, 192205 words/s, in_qsize 14, out_qsize 0
2017-05-29 19:49:08,871 : INFO : PROGRESS: at 24.43% examples, 192266 words/s, in_qsize 13, out_qsize 0
2017-05-29 19:49:09,896 : INFO : PROGRESS: at 24.49% examples, 192266 words/s, in_qsize 13, out_qsize 0
2017-05-29 19:49:10,981 : INFO : PROGRESS: at 24.54% examples, 192280 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:49:12,003 : INFO : PROGRESS: at 24.59% examples, 192271 words/s, in_qsize 8, out_qsize 0
2017-05-29 19:49:13,015 : INFO : PROGRESS: at 24.64% examples, 192251 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:49:14,020 : INFO : PROGRESS: at 24.68% examples, 192243 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:49:15,037 : INFO : PROGRESS: at 24.75% examples, 192271 words/s, in_qsize 13, out_qsize 0
2017-05-29 19:49:16,038 : INFO : PROGRESS: at 24.80% examples, 192252 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:49:17,047 : INFO : PROGRESS: at 24.86% examples, 192290 words/s, in_qsize 14, out_qsize 0
2017-05-29 19:49:18,065 : INFO : PROGRESS: at 24.92% examples, 192280 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:49:19,090 : INFO : PROGRESS: at 24.97% examples, 192280 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:49:20,120 : INFO : PROGRESS: at 25.02% examples, 192269 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:49:21,121 : INFO : PROGRESS: at 25.06% examples, 192244 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:49:22,163 : INFO : PROGRESS: at 25.10% examples, 192271 words/s, in_qsize 13, out_qsize 0
2017-05-29 19:49:23,166 : INFO : PROGRESS: at 25.15% examples, 192239 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:49:24,172 : INFO : PROGRESS: at 25.19% examples, 192247 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:49:25,248 : INFO : PROGRESS: at 25.25% examples, 192250 words/s, in_qsize 16, out_qsize 0
2017-05-29 19:49:26,282 : INFO : PROGRESS: at 25.33% examples, 192271 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:49:27,287 : INFO : PROGRESS: at 25.38% examples, 192271 words/s, in_qsize 13, out_qsize 1
2017-05-29 19:49:28,291 : INFO : PROGRESS: at 25.42% examples, 192278 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:49:29,307 : INFO : PROGRESS: at 25.49% examples, 192312 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:49:30,324 : INFO : PROGRESS: at 25.57% examples, 192279 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:49:31,330 : INFO : PROGRESS: at 25.65% examples, 192310 words/s, in_qsize 9, out_qsize 0
2017-05-29 19:49:32,372 : INFO : PROGRESS: at 25.70% examples, 192272 words/s, in_qsize 12, out_qsize 0
2017-05-29 19:49:33,397 : INFO : PROGRESS: at 25.76% examples, 192233 words/s, in_qsize 16, out_qsize 0
2017-05-29 19:49:34,400 : INFO : PROGRESS: at 25.80% examples, 192263 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:49:35,433 : INFO : PROGRESS: at 25.86% examples, 192278 words/s, in_qsize 15, out_qsize 1
2017-05-29 19:49:36,451 : INFO : PROGRESS: at 25.92% examples, 192272 words/s, in_qsize 15, out_qsize 1
2017-05-29 19:49:37,483 : INFO : PROGRESS: at 26.00% examples, 192331 words/s, in_qsize 13, out_qsize 0
2017-05-29 19:49:38,501 : INFO : PROGRESS: at 26.05% examples, 192295 words/s, in_qsize 10, out_qsize 0
2017-05-29 19:49:39,501 : INFO : PROGRESS: at 26.10% examples, 192265 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:49:40,507 : INFO : PROGRESS: at 26.15% examples, 192321 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:49:41,524 : INFO : PROGRESS: at 26.20% examples, 192300 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:49:42,556 : INFO : PROGRESS: at 26.28% examples, 192270 words/s, in_qsize 12, out_qsize 0
2017-05-29 19:49:43,633 : INFO : PROGRESS: at 26.33% examples, 192287 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:49:44,646 : INFO : PROGRESS: at 26.37% examples, 192273 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:49:45,663 : INFO : PROGRESS: at 26.41% examples, 192268 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:49:46,739 : INFO : PROGRESS: at 26.47% examples, 192316 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:49:47,753 : INFO : PROGRESS: at 26.53% examples, 192301 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:49:48,767 : INFO : PROGRESS: at 26.59% examples, 192325 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:49:49,767 : INFO : PROGRESS: at 26.64% examples, 192331 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:49:50,770 : INFO : PROGRESS: at 26.69% examples, 192322 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:49:51,781 : INFO : PROGRESS: at 26.77% examples, 192360 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:49:52,788 : INFO : PROGRESS: at 26.82% examples, 192313 words/s, in_qsize 16, out_qsize 0
2017-05-29 19:49:53,820 : INFO : PROGRESS: at 26.88% examples, 192305 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:49:54,837 : INFO : PROGRESS: at 26.92% examples, 192358 words/s, in_qsize 13, out_qsize 0
2017-05-29 19:49:55,884 : INFO : PROGRESS: at 26.98% examples, 192330 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:49:56,908 : INFO : PROGRESS: at 27.03% examples, 192323 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:49:57,923 : INFO : PROGRESS: at 27.09% examples, 192353 words/s, in_qsize 15, out_qsize 0
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2017-05-29 19:49:59,956 : INFO : PROGRESS: at 27.22% examples, 192372 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:50:00,974 : INFO : PROGRESS: at 27.26% examples, 192337 words/s, in_qsize 14, out_qsize 0
2017-05-29 19:50:01,993 : INFO : PROGRESS: at 27.32% examples, 192340 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:50:03,006 : INFO : PROGRESS: at 27.38% examples, 192372 words/s, in_qsize 14, out_qsize 0
2017-05-29 19:50:04,077 : INFO : PROGRESS: at 27.43% examples, 192337 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:50:05,141 : INFO : PROGRESS: at 27.49% examples, 192352 words/s, in_qsize 12, out_qsize 0
2017-05-29 19:50:06,176 : INFO : PROGRESS: at 27.54% examples, 192333 words/s, in_qsize 13, out_qsize 0
2017-05-29 19:50:07,196 : INFO : PROGRESS: at 27.60% examples, 192355 words/s, in_qsize 12, out_qsize 0
2017-05-29 19:50:08,225 : INFO : PROGRESS: at 27.65% examples, 192369 words/s, in_qsize 14, out_qsize 0
2017-05-29 19:50:09,232 : INFO : PROGRESS: at 27.71% examples, 192371 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:50:10,239 : INFO : PROGRESS: at 27.77% examples, 192373 words/s, in_qsize 10, out_qsize 0
2017-05-29 19:50:11,260 : INFO : PROGRESS: at 27.84% examples, 192355 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:50:12,328 : INFO : PROGRESS: at 27.91% examples, 192328 words/s, in_qsize 16, out_qsize 0
2017-05-29 19:50:13,329 : INFO : PROGRESS: at 27.97% examples, 192351 words/s, in_qsize 14, out_qsize 1
2017-05-29 19:50:14,350 : INFO : PROGRESS: at 28.05% examples, 192338 words/s, in_qsize 16, out_qsize 0
2017-05-29 19:50:15,354 : INFO : PROGRESS: at 28.12% examples, 192340 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:50:16,371 : INFO : PROGRESS: at 28.20% examples, 192343 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:50:17,399 : INFO : PROGRESS: at 28.27% examples, 192339 words/s, in_qsize 13, out_qsize 1
2017-05-29 19:50:18,447 : INFO : PROGRESS: at 28.33% examples, 192333 words/s, in_qsize 13, out_qsize 0
2017-05-29 19:50:19,453 : INFO : PROGRESS: at 28.39% examples, 192332 words/s, in_qsize 11, out_qsize 0
2017-05-29 19:50:20,454 : INFO : PROGRESS: at 28.43% examples, 192298 words/s, in_qsize 16, out_qsize 0
2017-05-29 19:50:21,461 : INFO : PROGRESS: at 28.47% examples, 192296 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:50:22,489 : INFO : PROGRESS: at 28.52% examples, 192331 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:50:23,503 : INFO : PROGRESS: at 28.56% examples, 192292 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:50:24,521 : INFO : PROGRESS: at 28.62% examples, 192316 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:50:25,534 : INFO : PROGRESS: at 28.68% examples, 192319 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:50:26,537 : INFO : PROGRESS: at 28.74% examples, 192345 words/s, in_qsize 13, out_qsize 0
2017-05-29 19:50:27,592 : INFO : PROGRESS: at 28.80% examples, 192324 words/s, in_qsize 14, out_qsize 0
2017-05-29 19:50:28,622 : INFO : PROGRESS: at 28.83% examples, 192307 words/s, in_qsize 8, out_qsize 0
2017-05-29 19:50:29,657 : INFO : PROGRESS: at 28.89% examples, 192309 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:50:30,703 : INFO : PROGRESS: at 28.94% examples, 192343 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:50:31,745 : INFO : PROGRESS: at 29.01% examples, 192319 words/s, in_qsize 14, out_qsize 0
2017-05-29 19:50:32,752 : INFO : PROGRESS: at 29.07% examples, 192312 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:50:33,820 : INFO : PROGRESS: at 29.15% examples, 192306 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:50:34,824 : INFO : PROGRESS: at 29.20% examples, 192323 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:50:35,863 : INFO : PROGRESS: at 29.27% examples, 192335 words/s, in_qsize 12, out_qsize 0
2017-05-29 19:50:36,886 : INFO : PROGRESS: at 29.32% examples, 192310 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:50:37,927 : INFO : PROGRESS: at 29.37% examples, 192323 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:50:38,944 : INFO : PROGRESS: at 29.41% examples, 192311 words/s, in_qsize 14, out_qsize 1
2017-05-29 19:50:39,946 : INFO : PROGRESS: at 29.47% examples, 192312 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:50:40,963 : INFO : PROGRESS: at 29.54% examples, 192356 words/s, in_qsize 14, out_qsize 0
2017-05-29 19:50:41,992 : INFO : PROGRESS: at 29.60% examples, 192373 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:50:42,995 : INFO : PROGRESS: at 29.66% examples, 192373 words/s, in_qsize 13, out_qsize 0
2017-05-29 19:50:44,024 : INFO : PROGRESS: at 29.71% examples, 192376 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:50:45,126 : INFO : PROGRESS: at 29.76% examples, 192363 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:50:46,132 : INFO : PROGRESS: at 29.83% examples, 192363 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:50:47,136 : INFO : PROGRESS: at 29.87% examples, 192424 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:50:48,145 : INFO : PROGRESS: at 29.92% examples, 192419 words/s, in_qsize 13, out_qsize 0
2017-05-29 19:50:48,870 : INFO : finished iterating over Wikipedia corpus of 14901 documents with 46096422 positions (total 19857 articles, 46117421 positions before pruning articles shorter than 50 words)
2017-05-29 19:50:49,162 : INFO : PROGRESS: at 29.96% examples, 192348 words/s, in_qsize 11, out_qsize 1
2017-05-29 19:50:50,219 : INFO : PROGRESS: at 30.01% examples, 192296 words/s, in_qsize 6, out_qsize 0
2017-05-29 19:50:51,270 : INFO : PROGRESS: at 30.05% examples, 192270 words/s, in_qsize 13, out_qsize 0
2017-05-29 19:50:52,275 : INFO : PROGRESS: at 30.09% examples, 192267 words/s, in_qsize 16, out_qsize 0
2017-05-29 19:50:53,305 : INFO : PROGRESS: at 30.13% examples, 192268 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:50:54,314 : INFO : PROGRESS: at 30.19% examples, 192273 words/s, in_qsize 10, out_qsize 0
2017-05-29 19:50:55,359 : INFO : PROGRESS: at 30.24% examples, 192281 words/s, in_qsize 13, out_qsize 0
2017-05-29 19:50:56,364 : INFO : PROGRESS: at 30.30% examples, 192276 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:50:57,451 : INFO : PROGRESS: at 30.38% examples, 192254 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:50:58,497 : INFO : PROGRESS: at 30.46% examples, 192230 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:50:59,543 : INFO : PROGRESS: at 30.51% examples, 192231 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:51:00,564 : INFO : PROGRESS: at 30.57% examples, 192232 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:51:01,596 : INFO : PROGRESS: at 30.63% examples, 192263 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:51:02,659 : INFO : PROGRESS: at 30.69% examples, 192248 words/s, in_qsize 14, out_qsize 0
2017-05-29 19:51:03,708 : INFO : PROGRESS: at 30.78% examples, 192230 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:51:04,772 : INFO : PROGRESS: at 30.86% examples, 192239 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:51:05,796 : INFO : PROGRESS: at 30.94% examples, 192214 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:51:06,824 : INFO : PROGRESS: at 30.99% examples, 192261 words/s, in_qsize 11, out_qsize 0
2017-05-29 19:51:07,825 : INFO : PROGRESS: at 31.05% examples, 192249 words/s, in_qsize 14, out_qsize 0
2017-05-29 19:51:08,860 : INFO : PROGRESS: at 31.11% examples, 192254 words/s, in_qsize 12, out_qsize 0
2017-05-29 19:51:09,881 : INFO : PROGRESS: at 31.16% examples, 192241 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:51:10,963 : INFO : PROGRESS: at 31.22% examples, 192224 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:51:11,999 : INFO : PROGRESS: at 31.26% examples, 192242 words/s, in_qsize 13, out_qsize 0
2017-05-29 19:51:12,999 : INFO : PROGRESS: at 31.31% examples, 192220 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:51:14,010 : INFO : PROGRESS: at 31.37% examples, 192268 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:51:15,023 : INFO : PROGRESS: at 31.42% examples, 192262 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:51:16,077 : INFO : PROGRESS: at 31.48% examples, 192258 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:51:17,085 : INFO : PROGRESS: at 31.53% examples, 192266 words/s, in_qsize 12, out_qsize 1
2017-05-29 19:51:18,111 : INFO : PROGRESS: at 31.58% examples, 192267 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:51:19,160 : INFO : PROGRESS: at 31.64% examples, 192245 words/s, in_qsize 16, out_qsize 0
2017-05-29 19:51:20,178 : INFO : PROGRESS: at 31.68% examples, 192264 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:51:21,199 : INFO : PROGRESS: at 31.74% examples, 192281 words/s, in_qsize 14, out_qsize 0
2017-05-29 19:51:22,199 : INFO : PROGRESS: at 31.79% examples, 192281 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:51:23,211 : INFO : PROGRESS: at 31.84% examples, 192292 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:51:24,216 : INFO : PROGRESS: at 31.90% examples, 192301 words/s, in_qsize 12, out_qsize 0
2017-05-29 19:51:25,223 : INFO : PROGRESS: at 31.97% examples, 192300 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:51:26,224 : INFO : PROGRESS: at 32.02% examples, 192309 words/s, in_qsize 13, out_qsize 0
2017-05-29 19:51:27,240 : INFO : PROGRESS: at 32.07% examples, 192278 words/s, in_qsize 16, out_qsize 0
2017-05-29 19:51:28,246 : INFO : PROGRESS: at 32.12% examples, 192326 words/s, in_qsize 14, out_qsize 0
2017-05-29 19:51:29,298 : INFO : PROGRESS: at 32.19% examples, 192319 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:51:30,321 : INFO : PROGRESS: at 32.25% examples, 192339 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:51:31,323 : INFO : PROGRESS: at 32.31% examples, 192325 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:51:32,366 : INFO : PROGRESS: at 32.38% examples, 192330 words/s, in_qsize 11, out_qsize 0
2017-05-29 19:51:33,394 : INFO : PROGRESS: at 32.44% examples, 192316 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:51:34,430 : INFO : PROGRESS: at 32.50% examples, 192323 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:51:35,466 : INFO : PROGRESS: at 32.56% examples, 192362 words/s, in_qsize 7, out_qsize 0
2017-05-29 19:51:36,493 : INFO : PROGRESS: at 32.62% examples, 192338 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:51:37,497 : INFO : PROGRESS: at 32.67% examples, 192362 words/s, in_qsize 14, out_qsize 0
2017-05-29 19:51:38,538 : INFO : PROGRESS: at 32.72% examples, 192319 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:51:39,614 : INFO : PROGRESS: at 32.78% examples, 192345 words/s, in_qsize 13, out_qsize 0
2017-05-29 19:51:40,658 : INFO : PROGRESS: at 32.84% examples, 192361 words/s, in_qsize 11, out_qsize 0
2017-05-29 19:51:41,684 : INFO : PROGRESS: at 32.88% examples, 192347 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:51:42,742 : INFO : PROGRESS: at 32.94% examples, 192352 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:51:43,776 : INFO : PROGRESS: at 33.00% examples, 192366 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:51:44,827 : INFO : PROGRESS: at 33.06% examples, 192365 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:51:45,848 : INFO : PROGRESS: at 33.12% examples, 192347 words/s, in_qsize 13, out_qsize 0
2017-05-29 19:51:46,852 : INFO : PROGRESS: at 33.18% examples, 192391 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:51:47,894 : INFO : PROGRESS: at 33.24% examples, 192389 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:51:48,942 : INFO : PROGRESS: at 33.33% examples, 192375 words/s, in_qsize 12, out_qsize 0
2017-05-29 19:51:49,990 : INFO : PROGRESS: at 33.39% examples, 192380 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:51:50,992 : INFO : PROGRESS: at 33.45% examples, 192405 words/s, in_qsize 13, out_qsize 0
2017-05-29 19:51:51,998 : INFO : PROGRESS: at 33.49% examples, 192378 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:51:53,055 : INFO : PROGRESS: at 33.55% examples, 192397 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:51:54,064 : INFO : PROGRESS: at 33.60% examples, 192405 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:51:55,077 : INFO : PROGRESS: at 33.66% examples, 192392 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:51:56,095 : INFO : PROGRESS: at 33.72% examples, 192403 words/s, in_qsize 12, out_qsize 0
2017-05-29 19:51:57,109 : INFO : PROGRESS: at 33.77% examples, 192420 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:51:58,122 : INFO : PROGRESS: at 33.82% examples, 192392 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:51:59,185 : INFO : PROGRESS: at 33.88% examples, 192381 words/s, in_qsize 14, out_qsize 0
2017-05-29 19:52:00,188 : INFO : PROGRESS: at 33.95% examples, 192398 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:52:01,226 : INFO : PROGRESS: at 34.00% examples, 192402 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:52:02,273 : INFO : PROGRESS: at 34.07% examples, 192404 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:52:03,277 : INFO : PROGRESS: at 34.14% examples, 192436 words/s, in_qsize 14, out_qsize 0
2017-05-29 19:52:04,316 : INFO : PROGRESS: at 34.18% examples, 192397 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:52:05,342 : INFO : PROGRESS: at 34.24% examples, 192395 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:52:06,373 : INFO : PROGRESS: at 34.28% examples, 192401 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:52:07,387 : INFO : PROGRESS: at 34.33% examples, 192389 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:52:08,420 : INFO : PROGRESS: at 34.37% examples, 192399 words/s, in_qsize 14, out_qsize 0
2017-05-29 19:52:09,428 : INFO : PROGRESS: at 34.41% examples, 192385 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:52:10,464 : INFO : PROGRESS: at 34.46% examples, 192384 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:52:11,494 : INFO : PROGRESS: at 34.51% examples, 192416 words/s, in_qsize 14, out_qsize 0
2017-05-29 19:52:12,516 : INFO : PROGRESS: at 34.56% examples, 192406 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:52:13,617 : INFO : PROGRESS: at 34.62% examples, 192375 words/s, in_qsize 9, out_qsize 0
2017-05-29 19:52:14,624 : INFO : PROGRESS: at 34.67% examples, 192394 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:52:15,627 : INFO : PROGRESS: at 34.73% examples, 192417 words/s, in_qsize 11, out_qsize 0
2017-05-29 19:52:16,645 : INFO : PROGRESS: at 34.78% examples, 192411 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:52:17,697 : INFO : PROGRESS: at 34.84% examples, 192378 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:52:18,739 : INFO : PROGRESS: at 34.90% examples, 192383 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:52:19,761 : INFO : PROGRESS: at 34.95% examples, 192398 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:52:20,787 : INFO : PROGRESS: at 34.99% examples, 192408 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:52:21,799 : INFO : PROGRESS: at 35.04% examples, 192388 words/s, in_qsize 11, out_qsize 0
2017-05-29 19:52:22,810 : INFO : PROGRESS: at 35.08% examples, 192386 words/s, in_qsize 14, out_qsize 3
2017-05-29 19:52:23,856 : INFO : PROGRESS: at 35.14% examples, 192413 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:52:24,880 : INFO : PROGRESS: at 35.18% examples, 192423 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:52:25,902 : INFO : PROGRESS: at 35.23% examples, 192444 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:52:26,938 : INFO : PROGRESS: at 35.30% examples, 192410 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:52:27,939 : INFO : PROGRESS: at 35.35% examples, 192430 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:52:28,944 : INFO : PROGRESS: at 35.41% examples, 192453 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:52:29,999 : INFO : PROGRESS: at 35.46% examples, 192446 words/s, in_qsize 14, out_qsize 1
2017-05-29 19:52:31,025 : INFO : PROGRESS: at 35.53% examples, 192430 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:52:32,033 : INFO : PROGRESS: at 35.62% examples, 192429 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:52:33,040 : INFO : PROGRESS: at 35.67% examples, 192410 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:52:34,045 : INFO : PROGRESS: at 35.74% examples, 192413 words/s, in_qsize 14, out_qsize 0
2017-05-29 19:52:35,045 : INFO : PROGRESS: at 35.79% examples, 192418 words/s, in_qsize 14, out_qsize 0
2017-05-29 19:52:36,098 : INFO : PROGRESS: at 35.84% examples, 192425 words/s, in_qsize 14, out_qsize 0
2017-05-29 19:52:37,110 : INFO : PROGRESS: at 35.91% examples, 192435 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:52:38,118 : INFO : PROGRESS: at 35.97% examples, 192415 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:52:39,128 : INFO : PROGRESS: at 36.03% examples, 192426 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:52:40,204 : INFO : PROGRESS: at 36.09% examples, 192392 words/s, in_qsize 14, out_qsize 0
2017-05-29 19:52:41,216 : INFO : PROGRESS: at 36.13% examples, 192412 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:52:42,234 : INFO : PROGRESS: at 36.18% examples, 192419 words/s, in_qsize 14, out_qsize 0
2017-05-29 19:52:43,237 : INFO : PROGRESS: at 36.25% examples, 192397 words/s, in_qsize 16, out_qsize 0
2017-05-29 19:52:44,322 : INFO : PROGRESS: at 36.32% examples, 192413 words/s, in_qsize 12, out_qsize 0
2017-05-29 19:52:45,353 : INFO : PROGRESS: at 36.36% examples, 192404 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:52:46,378 : INFO : PROGRESS: at 36.40% examples, 192406 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:52:47,430 : INFO : PROGRESS: at 36.45% examples, 192400 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:52:48,438 : INFO : PROGRESS: at 36.50% examples, 192402 words/s, in_qsize 14, out_qsize 0
2017-05-29 19:52:49,440 : INFO : PROGRESS: at 36.56% examples, 192392 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:52:50,464 : INFO : PROGRESS: at 36.62% examples, 192432 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:52:51,471 : INFO : PROGRESS: at 36.67% examples, 192436 words/s, in_qsize 16, out_qsize 0
2017-05-29 19:52:52,492 : INFO : PROGRESS: at 36.73% examples, 192413 words/s, in_qsize 13, out_qsize 0
2017-05-29 19:52:53,566 : INFO : PROGRESS: at 36.80% examples, 192420 words/s, in_qsize 14, out_qsize 1
2017-05-29 19:52:54,573 : INFO : PROGRESS: at 36.86% examples, 192429 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:52:55,654 : INFO : PROGRESS: at 36.91% examples, 192412 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:52:56,655 : INFO : PROGRESS: at 36.95% examples, 192408 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:52:57,672 : INFO : PROGRESS: at 37.02% examples, 192420 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:52:58,673 : INFO : PROGRESS: at 37.07% examples, 192418 words/s, in_qsize 13, out_qsize 0
2017-05-29 19:52:59,697 : INFO : PROGRESS: at 37.12% examples, 192419 words/s, in_qsize 16, out_qsize 0
2017-05-29 19:53:00,733 : INFO : PROGRESS: at 37.19% examples, 192408 words/s, in_qsize 14, out_qsize 0
2017-05-29 19:53:01,762 : INFO : PROGRESS: at 37.24% examples, 192399 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:53:02,767 : INFO : PROGRESS: at 37.29% examples, 192401 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:53:03,781 : INFO : PROGRESS: at 37.35% examples, 192400 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:53:04,796 : INFO : PROGRESS: at 37.41% examples, 192434 words/s, in_qsize 13, out_qsize 0
2017-05-29 19:53:05,819 : INFO : PROGRESS: at 37.46% examples, 192399 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:53:06,825 : INFO : PROGRESS: at 37.51% examples, 192396 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:53:07,826 : INFO : PROGRESS: at 37.57% examples, 192410 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:53:08,840 : INFO : PROGRESS: at 37.62% examples, 192414 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:53:09,870 : INFO : PROGRESS: at 37.68% examples, 192410 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:53:10,900 : INFO : PROGRESS: at 37.74% examples, 192422 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:53:11,917 : INFO : PROGRESS: at 37.81% examples, 192432 words/s, in_qsize 12, out_qsize 0
2017-05-29 19:53:12,935 : INFO : PROGRESS: at 37.88% examples, 192423 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:53:13,945 : INFO : PROGRESS: at 37.94% examples, 192412 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:53:14,999 : INFO : PROGRESS: at 38.01% examples, 192415 words/s, in_qsize 16, out_qsize 0
2017-05-29 19:53:16,017 : INFO : PROGRESS: at 38.09% examples, 192420 words/s, in_qsize 16, out_qsize 0
2017-05-29 19:53:17,019 : INFO : PROGRESS: at 38.15% examples, 192405 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:53:18,055 : INFO : PROGRESS: at 38.24% examples, 192426 words/s, in_qsize 11, out_qsize 0
2017-05-29 19:53:19,059 : INFO : PROGRESS: at 38.29% examples, 192400 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:53:20,071 : INFO : PROGRESS: at 38.36% examples, 192391 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:53:21,084 : INFO : PROGRESS: at 38.41% examples, 192412 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:53:22,122 : INFO : PROGRESS: at 38.45% examples, 192380 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:53:23,151 : INFO : PROGRESS: at 38.50% examples, 192403 words/s, in_qsize 14, out_qsize 0
2017-05-29 19:53:24,175 : INFO : PROGRESS: at 38.55% examples, 192431 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:53:25,204 : INFO : PROGRESS: at 38.60% examples, 192422 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:53:26,236 : INFO : PROGRESS: at 38.66% examples, 192436 words/s, in_qsize 14, out_qsize 0
2017-05-29 19:53:27,272 : INFO : PROGRESS: at 38.72% examples, 192452 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:53:28,286 : INFO : PROGRESS: at 38.78% examples, 192417 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:53:29,300 : INFO : PROGRESS: at 38.82% examples, 192440 words/s, in_qsize 13, out_qsize 0
2017-05-29 19:53:30,317 : INFO : PROGRESS: at 38.87% examples, 192436 words/s, in_qsize 13, out_qsize 0
2017-05-29 19:53:31,353 : INFO : PROGRESS: at 38.92% examples, 192422 words/s, in_qsize 16, out_qsize 0
2017-05-29 19:53:32,358 : INFO : PROGRESS: at 38.97% examples, 192431 words/s, in_qsize 13, out_qsize 0
2017-05-29 19:53:33,365 : INFO : PROGRESS: at 39.06% examples, 192449 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:53:34,384 : INFO : PROGRESS: at 39.12% examples, 192436 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:53:35,416 : INFO : PROGRESS: at 39.18% examples, 192433 words/s, in_qsize 14, out_qsize 0
2017-05-29 19:53:36,430 : INFO : PROGRESS: at 39.23% examples, 192423 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:53:37,477 : INFO : PROGRESS: at 39.29% examples, 192414 words/s, in_qsize 15, out_qsize 2
2017-05-29 19:53:38,492 : INFO : PROGRESS: at 39.35% examples, 192424 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:53:39,513 : INFO : PROGRESS: at 39.40% examples, 192470 words/s, in_qsize 14, out_qsize 0
2017-05-29 19:53:40,541 : INFO : PROGRESS: at 39.44% examples, 192444 words/s, in_qsize 13, out_qsize 0
2017-05-29 19:53:41,570 : INFO : PROGRESS: at 39.51% examples, 192438 words/s, in_qsize 16, out_qsize 0
2017-05-29 19:53:42,591 : INFO : PROGRESS: at 39.58% examples, 192454 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:53:43,609 : INFO : PROGRESS: at 39.63% examples, 192440 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:53:44,610 : INFO : PROGRESS: at 39.69% examples, 192477 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:53:45,614 : INFO : PROGRESS: at 39.74% examples, 192454 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:53:46,712 : INFO : PROGRESS: at 39.80% examples, 192470 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:53:47,730 : INFO : PROGRESS: at 39.85% examples, 192452 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:53:48,738 : INFO : PROGRESS: at 39.89% examples, 192492 words/s, in_qsize 14, out_qsize 0
2017-05-29 19:53:49,744 : INFO : PROGRESS: at 39.94% examples, 192492 words/s, in_qsize 11, out_qsize 0
2017-05-29 19:53:50,044 : INFO : finished iterating over Wikipedia corpus of 14901 documents with 46096422 positions (total 19857 articles, 46117421 positions before pruning articles shorter than 50 words)
2017-05-29 19:53:50,765 : INFO : PROGRESS: at 40.00% examples, 192471 words/s, in_qsize 0, out_qsize 0
2017-05-29 19:53:51,818 : INFO : PROGRESS: at 40.02% examples, 192394 words/s, in_qsize 2, out_qsize 0
2017-05-29 19:53:52,828 : INFO : PROGRESS: at 40.06% examples, 192351 words/s, in_qsize 14, out_qsize 1
2017-05-29 19:53:53,867 : INFO : PROGRESS: at 40.10% examples, 192381 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:53:54,872 : INFO : PROGRESS: at 40.16% examples, 192378 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:53:55,977 : INFO : PROGRESS: at 40.21% examples, 192377 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:53:56,983 : INFO : PROGRESS: at 40.28% examples, 192395 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:53:58,033 : INFO : PROGRESS: at 40.35% examples, 192388 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:53:59,076 : INFO : PROGRESS: at 40.44% examples, 192395 words/s, in_qsize 10, out_qsize 0
2017-05-29 19:54:00,091 : INFO : PROGRESS: at 40.49% examples, 192378 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:54:01,128 : INFO : PROGRESS: at 40.55% examples, 192397 words/s, in_qsize 14, out_qsize 0
2017-05-29 19:54:02,197 : INFO : PROGRESS: at 40.60% examples, 192377 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:54:03,250 : INFO : PROGRESS: at 40.66% examples, 192389 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:54:04,259 : INFO : PROGRESS: at 40.75% examples, 192382 words/s, in_qsize 16, out_qsize 0
2017-05-29 19:54:05,286 : INFO : PROGRESS: at 40.83% examples, 192358 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:54:06,320 : INFO : PROGRESS: at 40.90% examples, 192356 words/s, in_qsize 11, out_qsize 0
2017-05-29 19:54:07,336 : INFO : PROGRESS: at 40.96% examples, 192362 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:54:08,359 : INFO : PROGRESS: at 41.02% examples, 192385 words/s, in_qsize 13, out_qsize 2
2017-05-29 19:54:09,376 : INFO : PROGRESS: at 41.08% examples, 192347 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:54:10,434 : INFO : PROGRESS: at 41.14% examples, 192376 words/s, in_qsize 14, out_qsize 0
2017-05-29 19:54:11,447 : INFO : PROGRESS: at 41.19% examples, 192359 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:54:12,542 : INFO : PROGRESS: at 41.24% examples, 192359 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:54:13,558 : INFO : PROGRESS: at 41.30% examples, 192381 words/s, in_qsize 14, out_qsize 0
2017-05-29 19:54:14,619 : INFO : PROGRESS: at 41.35% examples, 192388 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:54:15,674 : INFO : PROGRESS: at 41.40% examples, 192405 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:54:16,708 : INFO : PROGRESS: at 41.46% examples, 192403 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:54:17,751 : INFO : PROGRESS: at 41.52% examples, 192381 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:54:18,830 : INFO : PROGRESS: at 41.56% examples, 192391 words/s, in_qsize 9, out_qsize 0
2017-05-29 19:54:19,903 : INFO : PROGRESS: at 41.61% examples, 192392 words/s, in_qsize 13, out_qsize 0
2017-05-29 19:54:20,922 : INFO : PROGRESS: at 41.68% examples, 192397 words/s, in_qsize 12, out_qsize 0
2017-05-29 19:54:21,951 : INFO : PROGRESS: at 41.73% examples, 192416 words/s, in_qsize 16, out_qsize 0
2017-05-29 19:54:22,960 : INFO : PROGRESS: at 41.78% examples, 192420 words/s, in_qsize 12, out_qsize 0
2017-05-29 19:54:23,979 : INFO : PROGRESS: at 41.83% examples, 192410 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:54:25,017 : INFO : PROGRESS: at 41.89% examples, 192417 words/s, in_qsize 13, out_qsize 0
2017-05-29 19:54:26,049 : INFO : PROGRESS: at 41.95% examples, 192398 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:54:27,083 : INFO : PROGRESS: at 42.02% examples, 192423 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:54:28,154 : INFO : PROGRESS: at 42.06% examples, 192405 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:54:29,166 : INFO : PROGRESS: at 42.12% examples, 192433 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:54:30,187 : INFO : PROGRESS: at 42.17% examples, 192420 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:54:31,231 : INFO : PROGRESS: at 42.25% examples, 192419 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:54:32,233 : INFO : PROGRESS: at 42.30% examples, 192434 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:54:33,304 : INFO : PROGRESS: at 42.37% examples, 192424 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:54:34,306 : INFO : PROGRESS: at 42.44% examples, 192442 words/s, in_qsize 14, out_qsize 0
2017-05-29 19:54:35,332 : INFO : PROGRESS: at 42.50% examples, 192437 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:54:36,346 : INFO : PROGRESS: at 42.55% examples, 192460 words/s, in_qsize 12, out_qsize 0
2017-05-29 19:54:37,412 : INFO : PROGRESS: at 42.61% examples, 192419 words/s, in_qsize 14, out_qsize 1
2017-05-29 19:54:38,414 : INFO : PROGRESS: at 42.67% examples, 192438 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:54:39,491 : INFO : PROGRESS: at 42.72% examples, 192436 words/s, in_qsize 16, out_qsize 1
2017-05-29 19:54:40,498 : INFO : PROGRESS: at 42.78% examples, 192472 words/s, in_qsize 10, out_qsize 0
2017-05-29 19:54:41,557 : INFO : PROGRESS: at 42.84% examples, 192479 words/s, in_qsize 12, out_qsize 0
2017-05-29 19:54:42,579 : INFO : PROGRESS: at 42.87% examples, 192433 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:54:43,582 : INFO : PROGRESS: at 42.94% examples, 192452 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:54:44,669 : INFO : PROGRESS: at 42.99% examples, 192458 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:54:45,760 : INFO : PROGRESS: at 43.05% examples, 192452 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:54:46,849 : INFO : PROGRESS: at 43.12% examples, 192451 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:54:47,892 : INFO : PROGRESS: at 43.18% examples, 192467 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:54:48,908 : INFO : PROGRESS: at 43.24% examples, 192488 words/s, in_qsize 14, out_qsize 0
2017-05-29 19:54:49,920 : INFO : PROGRESS: at 43.33% examples, 192468 words/s, in_qsize 13, out_qsize 0
2017-05-29 19:54:50,922 : INFO : PROGRESS: at 43.37% examples, 192465 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:54:51,982 : INFO : PROGRESS: at 43.44% examples, 192470 words/s, in_qsize 11, out_qsize 1
2017-05-29 19:54:53,036 : INFO : PROGRESS: at 43.49% examples, 192453 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:54:54,050 : INFO : PROGRESS: at 43.54% examples, 192479 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:54:55,119 : INFO : PROGRESS: at 43.60% examples, 192465 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:54:56,151 : INFO : PROGRESS: at 43.66% examples, 192457 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:54:57,167 : INFO : PROGRESS: at 43.72% examples, 192492 words/s, in_qsize 11, out_qsize 0
2017-05-29 19:54:58,179 : INFO : PROGRESS: at 43.77% examples, 192458 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:54:59,180 : INFO : PROGRESS: at 43.81% examples, 192458 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:55:00,270 : INFO : PROGRESS: at 43.88% examples, 192439 words/s, in_qsize 14, out_qsize 0
2017-05-29 19:55:01,271 : INFO : PROGRESS: at 43.94% examples, 192448 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:55:02,295 : INFO : PROGRESS: at 44.00% examples, 192450 words/s, in_qsize 10, out_qsize 0
2017-05-29 19:55:03,344 : INFO : PROGRESS: at 44.06% examples, 192444 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:55:04,383 : INFO : PROGRESS: at 44.13% examples, 192450 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:55:05,406 : INFO : PROGRESS: at 44.18% examples, 192447 words/s, in_qsize 13, out_qsize 0
2017-05-29 19:55:06,454 : INFO : PROGRESS: at 44.24% examples, 192457 words/s, in_qsize 14, out_qsize 2
2017-05-29 19:55:07,448 : INFO : PROGRESS: at 44.28% examples, 192437 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:55:08,484 : INFO : PROGRESS: at 44.33% examples, 192457 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:55:09,563 : INFO : PROGRESS: at 44.37% examples, 192463 words/s, in_qsize 13, out_qsize 0
2017-05-29 19:55:10,564 : INFO : PROGRESS: at 44.41% examples, 192467 words/s, in_qsize 14, out_qsize 0
2017-05-29 19:55:11,613 : INFO : PROGRESS: at 44.46% examples, 192466 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:55:12,615 : INFO : PROGRESS: at 44.51% examples, 192481 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:55:13,624 : INFO : PROGRESS: at 44.57% examples, 192476 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:55:14,712 : INFO : PROGRESS: at 44.62% examples, 192446 words/s, in_qsize 9, out_qsize 0
2017-05-29 19:55:15,729 : INFO : PROGRESS: at 44.67% examples, 192467 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:55:16,736 : INFO : PROGRESS: at 44.73% examples, 192488 words/s, in_qsize 8, out_qsize 0
2017-05-29 19:55:17,821 : INFO : PROGRESS: at 44.79% examples, 192480 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:55:18,829 : INFO : PROGRESS: at 44.85% examples, 192488 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:55:19,831 : INFO : PROGRESS: at 44.90% examples, 192471 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:55:20,851 : INFO : PROGRESS: at 44.95% examples, 192491 words/s, in_qsize 14, out_qsize 1
2017-05-29 19:55:21,896 : INFO : PROGRESS: at 44.99% examples, 192483 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:55:22,907 : INFO : PROGRESS: at 45.05% examples, 192491 words/s, in_qsize 7, out_qsize 0
2017-05-29 19:55:23,916 : INFO : PROGRESS: at 45.09% examples, 192497 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:55:24,962 : INFO : PROGRESS: at 45.14% examples, 192521 words/s, in_qsize 13, out_qsize 0
2017-05-29 19:55:25,986 : INFO : PROGRESS: at 45.19% examples, 192504 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:55:26,999 : INFO : PROGRESS: at 45.24% examples, 192515 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:55:28,038 : INFO : PROGRESS: at 45.32% examples, 192505 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:55:29,079 : INFO : PROGRESS: at 45.37% examples, 192529 words/s, in_qsize 14, out_qsize 0
2017-05-29 19:55:30,096 : INFO : PROGRESS: at 45.42% examples, 192528 words/s, in_qsize 13, out_qsize 1
2017-05-29 19:55:31,106 : INFO : PROGRESS: at 45.47% examples, 192535 words/s, in_qsize 13, out_qsize 0
2017-05-29 19:55:32,200 : INFO : PROGRESS: at 45.55% examples, 192506 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:55:33,296 : INFO : PROGRESS: at 45.64% examples, 192521 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:55:34,340 : INFO : PROGRESS: at 45.70% examples, 192506 words/s, in_qsize 14, out_qsize 0
2017-05-29 19:55:35,389 : INFO : PROGRESS: at 45.77% examples, 192510 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:55:36,404 : INFO : PROGRESS: at 45.82% examples, 192536 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:55:37,463 : INFO : PROGRESS: at 45.87% examples, 192531 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:55:38,481 : INFO : PROGRESS: at 45.93% examples, 192531 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:55:39,542 : INFO : PROGRESS: at 46.01% examples, 192535 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:55:40,544 : INFO : PROGRESS: at 46.06% examples, 192523 words/s, in_qsize 16, out_qsize 0
2017-05-29 19:55:41,552 : INFO : PROGRESS: at 46.11% examples, 192526 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:55:42,608 : INFO : PROGRESS: at 46.16% examples, 192555 words/s, in_qsize 14, out_qsize 0
2017-05-29 19:55:43,692 : INFO : PROGRESS: at 46.23% examples, 192542 words/s, in_qsize 11, out_qsize 0
2017-05-29 19:55:44,708 : INFO : PROGRESS: at 46.29% examples, 192520 words/s, in_qsize 16, out_qsize 1
2017-05-29 19:55:45,722 : INFO : PROGRESS: at 46.34% examples, 192544 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:55:46,732 : INFO : PROGRESS: at 46.38% examples, 192547 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:55:47,769 : INFO : PROGRESS: at 46.42% examples, 192535 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:55:48,827 : INFO : PROGRESS: at 46.48% examples, 192522 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:55:49,842 : INFO : PROGRESS: at 46.54% examples, 192539 words/s, in_qsize 14, out_qsize 1
2017-05-29 19:55:50,853 : INFO : PROGRESS: at 46.59% examples, 192516 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:55:51,871 : INFO : PROGRESS: at 46.65% examples, 192559 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:55:52,874 : INFO : PROGRESS: at 46.71% examples, 192545 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:55:53,915 : INFO : PROGRESS: at 46.77% examples, 192547 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:55:54,985 : INFO : PROGRESS: at 46.84% examples, 192546 words/s, in_qsize 14, out_qsize 0
2017-05-29 19:55:56,031 : INFO : PROGRESS: at 46.89% examples, 192527 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:55:57,059 : INFO : PROGRESS: at 46.93% examples, 192546 words/s, in_qsize 13, out_qsize 0
2017-05-29 19:55:58,092 : INFO : PROGRESS: at 47.00% examples, 192541 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:55:59,119 : INFO : PROGRESS: at 47.05% examples, 192550 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:56:00,149 : INFO : PROGRESS: at 47.10% examples, 192562 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:56:01,154 : INFO : PROGRESS: at 47.16% examples, 192553 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:56:02,276 : INFO : PROGRESS: at 47.23% examples, 192551 words/s, in_qsize 12, out_qsize 1
2017-05-29 19:56:03,296 : INFO : PROGRESS: at 47.28% examples, 192563 words/s, in_qsize 13, out_qsize 0
2017-05-29 19:56:04,299 : INFO : PROGRESS: at 47.34% examples, 192564 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:56:05,340 : INFO : PROGRESS: at 47.40% examples, 192578 words/s, in_qsize 14, out_qsize 0
2017-05-29 19:56:06,438 : INFO : PROGRESS: at 47.46% examples, 192549 words/s, in_qsize 12, out_qsize 0
2017-05-29 19:56:07,490 : INFO : PROGRESS: at 47.50% examples, 192554 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:56:08,523 : INFO : PROGRESS: at 47.56% examples, 192535 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:56:09,655 : INFO : PROGRESS: at 47.62% examples, 192545 words/s, in_qsize 13, out_qsize 1
2017-05-29 19:56:10,672 : INFO : PROGRESS: at 47.68% examples, 192560 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:56:11,678 : INFO : PROGRESS: at 47.74% examples, 192551 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:56:12,680 : INFO : PROGRESS: at 47.81% examples, 192564 words/s, in_qsize 14, out_qsize 0
2017-05-29 19:56:13,702 : INFO : PROGRESS: at 47.88% examples, 192564 words/s, in_qsize 14, out_qsize 0
2017-05-29 19:56:14,778 : INFO : PROGRESS: at 47.94% examples, 192548 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:56:15,804 : INFO : PROGRESS: at 48.01% examples, 192544 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:56:16,830 : INFO : PROGRESS: at 48.09% examples, 192565 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:56:17,837 : INFO : PROGRESS: at 48.17% examples, 192571 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:56:18,843 : INFO : PROGRESS: at 48.24% examples, 192573 words/s, in_qsize 14, out_qsize 0
2017-05-29 19:56:19,876 : INFO : PROGRESS: at 48.30% examples, 192570 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:56:20,888 : INFO : PROGRESS: at 48.38% examples, 192555 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:56:21,932 : INFO : PROGRESS: at 48.41% examples, 192571 words/s, in_qsize 12, out_qsize 0
2017-05-29 19:56:23,061 : INFO : PROGRESS: at 48.46% examples, 192538 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:56:24,097 : INFO : PROGRESS: at 48.51% examples, 192557 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:56:25,164 : INFO : PROGRESS: at 48.56% examples, 192562 words/s, in_qsize 13, out_qsize 0
2017-05-29 19:56:26,207 : INFO : PROGRESS: at 48.61% examples, 192559 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:56:27,237 : INFO : PROGRESS: at 48.68% examples, 192579 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:56:28,276 : INFO : PROGRESS: at 48.74% examples, 192576 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:56:29,394 : INFO : PROGRESS: at 48.80% examples, 192563 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:56:30,404 : INFO : PROGRESS: at 48.84% examples, 192569 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:56:31,405 : INFO : PROGRESS: at 48.89% examples, 192578 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:56:32,425 : INFO : PROGRESS: at 48.94% examples, 192590 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:56:33,474 : INFO : PROGRESS: at 49.01% examples, 192582 words/s, in_qsize 13, out_qsize 0
2017-05-29 19:56:34,475 : INFO : PROGRESS: at 49.08% examples, 192588 words/s, in_qsize 13, out_qsize 0
2017-05-29 19:56:35,505 : INFO : PROGRESS: at 49.15% examples, 192575 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:56:36,510 : INFO : PROGRESS: at 49.20% examples, 192602 words/s, in_qsize 13, out_qsize 0
2017-05-29 19:56:37,515 : INFO : PROGRESS: at 49.26% examples, 192587 words/s, in_qsize 14, out_qsize 0
2017-05-29 19:56:38,530 : INFO : PROGRESS: at 49.31% examples, 192585 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:56:39,538 : INFO : PROGRESS: at 49.37% examples, 192589 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:56:40,541 : INFO : PROGRESS: at 49.42% examples, 192608 words/s, in_qsize 13, out_qsize 0
2017-05-29 19:56:41,572 : INFO : PROGRESS: at 49.47% examples, 192603 words/s, in_qsize 16, out_qsize 1
2017-05-29 19:56:42,645 : INFO : PROGRESS: at 49.54% examples, 192611 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:56:43,746 : INFO : PROGRESS: at 49.61% examples, 192614 words/s, in_qsize 14, out_qsize 1
2017-05-29 19:56:44,778 : INFO : PROGRESS: at 49.67% examples, 192634 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:56:45,863 : INFO : PROGRESS: at 49.72% examples, 192637 words/s, in_qsize 14, out_qsize 0
2017-05-29 19:56:46,929 : INFO : PROGRESS: at 49.78% examples, 192646 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:56:47,933 : INFO : PROGRESS: at 49.84% examples, 192651 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:56:48,960 : INFO : PROGRESS: at 49.88% examples, 192658 words/s, in_qsize 11, out_qsize 0
2017-05-29 19:56:50,045 : INFO : PROGRESS: at 49.92% examples, 192641 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:56:50,571 : INFO : finished iterating over Wikipedia corpus of 14901 documents with 46096422 positions (total 19857 articles, 46117421 positions before pruning articles shorter than 50 words)
2017-05-29 19:56:51,057 : INFO : PROGRESS: at 49.98% examples, 192629 words/s, in_qsize 1, out_qsize 0
2017-05-29 19:56:52,090 : INFO : PROGRESS: at 50.02% examples, 192593 words/s, in_qsize 6, out_qsize 0
2017-05-29 19:56:53,135 : INFO : PROGRESS: at 50.05% examples, 192558 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:56:54,184 : INFO : PROGRESS: at 50.10% examples, 192558 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:56:55,192 : INFO : PROGRESS: at 50.15% examples, 192567 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:56:56,209 : INFO : PROGRESS: at 50.20% examples, 192573 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:56:57,264 : INFO : PROGRESS: at 50.26% examples, 192558 words/s, in_qsize 14, out_qsize 1
2017-05-29 19:56:58,268 : INFO : PROGRESS: at 50.32% examples, 192577 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:56:59,282 : INFO : PROGRESS: at 50.40% examples, 192552 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:57:00,351 : INFO : PROGRESS: at 50.48% examples, 192558 words/s, in_qsize 13, out_qsize 0
2017-05-29 19:57:01,367 : INFO : PROGRESS: at 50.53% examples, 192556 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:57:02,380 : INFO : PROGRESS: at 50.59% examples, 192583 words/s, in_qsize 13, out_qsize 0
2017-05-29 19:57:03,411 : INFO : PROGRESS: at 50.64% examples, 192575 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:57:04,527 : INFO : PROGRESS: at 50.72% examples, 192567 words/s, in_qsize 15, out_qsize 0
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2017-05-29 19:57:08,630 : INFO : PROGRESS: at 50.99% examples, 192568 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:57:09,716 : INFO : PROGRESS: at 51.07% examples, 192544 words/s, in_qsize 15, out_qsize 0
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2017-05-29 19:57:11,755 : INFO : PROGRESS: at 51.18% examples, 192560 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:57:12,760 : INFO : PROGRESS: at 51.24% examples, 192583 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:57:13,776 : INFO : PROGRESS: at 51.28% examples, 192593 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:57:14,794 : INFO : PROGRESS: at 51.34% examples, 192590 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:57:15,798 : INFO : PROGRESS: at 51.39% examples, 192597 words/s, in_qsize 15, out_qsize 0
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2017-05-29 19:57:20,999 : INFO : PROGRESS: at 51.66% examples, 192603 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:57:22,028 : INFO : PROGRESS: at 51.71% examples, 192603 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:57:23,063 : INFO : PROGRESS: at 51.76% examples, 192609 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:57:24,077 : INFO : PROGRESS: at 51.81% examples, 192611 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:57:25,112 : INFO : PROGRESS: at 51.87% examples, 192619 words/s, in_qsize 14, out_qsize 0
2017-05-29 19:57:26,151 : INFO : PROGRESS: at 51.94% examples, 192606 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:57:27,203 : INFO : PROGRESS: at 52.00% examples, 192605 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:57:28,233 : INFO : PROGRESS: at 52.05% examples, 192626 words/s, in_qsize 14, out_qsize 0
2017-05-29 19:57:29,247 : INFO : PROGRESS: at 52.10% examples, 192618 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:57:30,287 : INFO : PROGRESS: at 52.15% examples, 192634 words/s, in_qsize 14, out_qsize 0
2017-05-29 19:57:31,287 : INFO : PROGRESS: at 52.23% examples, 192651 words/s, in_qsize 11, out_qsize 0
2017-05-29 19:57:32,296 : INFO : PROGRESS: at 52.29% examples, 192656 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:57:33,298 : INFO : PROGRESS: at 52.36% examples, 192654 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:57:34,320 : INFO : PROGRESS: at 52.42% examples, 192650 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:57:35,384 : INFO : PROGRESS: at 52.49% examples, 192645 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:57:36,387 : INFO : PROGRESS: at 52.54% examples, 192661 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:57:37,411 : INFO : PROGRESS: at 52.60% examples, 192657 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:57:38,428 : INFO : PROGRESS: at 52.64% examples, 192640 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:57:39,473 : INFO : PROGRESS: at 52.71% examples, 192677 words/s, in_qsize 12, out_qsize 0
2017-05-29 19:57:40,507 : INFO : PROGRESS: at 52.76% examples, 192668 words/s, in_qsize 14, out_qsize 1
2017-05-29 19:57:41,519 : INFO : PROGRESS: at 52.81% examples, 192658 words/s, in_qsize 16, out_qsize 0
2017-05-29 19:57:42,532 : INFO : PROGRESS: at 52.86% examples, 192676 words/s, in_qsize 12, out_qsize 0
2017-05-29 19:57:43,552 : INFO : PROGRESS: at 52.92% examples, 192668 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:57:44,613 : INFO : PROGRESS: at 52.98% examples, 192684 words/s, in_qsize 14, out_qsize 0
2017-05-29 19:57:45,649 : INFO : PROGRESS: at 53.04% examples, 192688 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:57:46,685 : INFO : PROGRESS: at 53.10% examples, 192685 words/s, in_qsize 13, out_qsize 0
2017-05-29 19:57:47,740 : INFO : PROGRESS: at 53.16% examples, 192690 words/s, in_qsize 13, out_qsize 0
2017-05-29 19:57:48,756 : INFO : PROGRESS: at 53.22% examples, 192693 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:57:49,869 : INFO : PROGRESS: at 53.28% examples, 192679 words/s, in_qsize 16, out_qsize 1
2017-05-29 19:57:50,923 : INFO : PROGRESS: at 53.36% examples, 192662 words/s, in_qsize 15, out_qsize 2
2017-05-29 19:57:51,941 : INFO : PROGRESS: at 53.43% examples, 192703 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:57:52,957 : INFO : PROGRESS: at 53.48% examples, 192693 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:57:53,959 : INFO : PROGRESS: at 53.53% examples, 192694 words/s, in_qsize 15, out_qsize 1
2017-05-29 19:57:54,985 : INFO : PROGRESS: at 53.58% examples, 192699 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:57:56,066 : INFO : PROGRESS: at 53.65% examples, 192715 words/s, in_qsize 12, out_qsize 0
2017-05-29 19:57:57,067 : INFO : PROGRESS: at 53.71% examples, 192713 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:57:58,082 : INFO : PROGRESS: at 53.76% examples, 192711 words/s, in_qsize 12, out_qsize 0
2017-05-29 19:57:59,142 : INFO : PROGRESS: at 53.80% examples, 192693 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:58:00,148 : INFO : PROGRESS: at 53.88% examples, 192712 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:58:01,156 : INFO : PROGRESS: at 53.92% examples, 192682 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:58:02,178 : INFO : PROGRESS: at 53.99% examples, 192716 words/s, in_qsize 12, out_qsize 0
2017-05-29 19:58:03,196 : INFO : PROGRESS: at 54.05% examples, 192715 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:58:04,257 : INFO : PROGRESS: at 54.11% examples, 192700 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:58:05,262 : INFO : PROGRESS: at 54.17% examples, 192701 words/s, in_qsize 11, out_qsize 0
2017-05-29 19:58:06,269 : INFO : PROGRESS: at 54.23% examples, 192710 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:58:07,291 : INFO : PROGRESS: at 54.28% examples, 192725 words/s, in_qsize 7, out_qsize 0
2017-05-29 19:58:08,298 : INFO : PROGRESS: at 54.31% examples, 192695 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:58:09,321 : INFO : PROGRESS: at 54.36% examples, 192705 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:58:10,345 : INFO : PROGRESS: at 54.40% examples, 192718 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:58:11,348 : INFO : PROGRESS: at 54.44% examples, 192712 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:58:12,401 : INFO : PROGRESS: at 54.50% examples, 192706 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:58:13,414 : INFO : PROGRESS: at 54.55% examples, 192723 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:58:14,438 : INFO : PROGRESS: at 54.60% examples, 192716 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:58:15,439 : INFO : PROGRESS: at 54.66% examples, 192723 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:58:16,459 : INFO : PROGRESS: at 54.70% examples, 192712 words/s, in_qsize 14, out_qsize 0
2017-05-29 19:58:17,472 : INFO : PROGRESS: at 54.76% examples, 192719 words/s, in_qsize 16, out_qsize 0
2017-05-29 19:58:18,504 : INFO : PROGRESS: at 54.83% examples, 192733 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:58:19,536 : INFO : PROGRESS: at 54.89% examples, 192733 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:58:20,593 : INFO : PROGRESS: at 54.94% examples, 192731 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:58:21,607 : INFO : PROGRESS: at 54.98% examples, 192721 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:58:22,618 : INFO : PROGRESS: at 55.04% examples, 192739 words/s, in_qsize 13, out_qsize 0
2017-05-29 19:58:23,659 : INFO : PROGRESS: at 55.08% examples, 192727 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:58:24,665 : INFO : PROGRESS: at 55.12% examples, 192732 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:58:25,696 : INFO : PROGRESS: at 55.17% examples, 192744 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:58:26,764 : INFO : PROGRESS: at 55.23% examples, 192747 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:58:27,791 : INFO : PROGRESS: at 55.29% examples, 192748 words/s, in_qsize 13, out_qsize 0
2017-05-29 19:58:28,801 : INFO : PROGRESS: at 55.34% examples, 192748 words/s, in_qsize 13, out_qsize 0
2017-05-29 19:58:29,814 : INFO : PROGRESS: at 55.40% examples, 192741 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:58:30,822 : INFO : PROGRESS: at 55.45% examples, 192763 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:58:31,860 : INFO : PROGRESS: at 55.52% examples, 192756 words/s, in_qsize 14, out_qsize 1
2017-05-29 19:58:32,880 : INFO : PROGRESS: at 55.61% examples, 192765 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:58:33,884 : INFO : PROGRESS: at 55.67% examples, 192750 words/s, in_qsize 14, out_qsize 0
2017-05-29 19:58:34,908 : INFO : PROGRESS: at 55.74% examples, 192764 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:58:35,972 : INFO : PROGRESS: at 55.79% examples, 192766 words/s, in_qsize 10, out_qsize 0
2017-05-29 19:58:37,020 : INFO : PROGRESS: at 55.84% examples, 192761 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:58:38,022 : INFO : PROGRESS: at 55.90% examples, 192770 words/s, in_qsize 14, out_qsize 0
2017-05-29 19:58:39,059 : INFO : PROGRESS: at 55.97% examples, 192756 words/s, in_qsize 13, out_qsize 1
2017-05-29 19:58:40,067 : INFO : PROGRESS: at 56.04% examples, 192764 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:58:41,076 : INFO : PROGRESS: at 56.09% examples, 192758 words/s, in_qsize 12, out_qsize 0
2017-05-29 19:58:42,092 : INFO : PROGRESS: at 56.13% examples, 192754 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:58:43,106 : INFO : PROGRESS: at 56.18% examples, 192780 words/s, in_qsize 10, out_qsize 0
2017-05-29 19:58:44,152 : INFO : PROGRESS: at 56.25% examples, 192755 words/s, in_qsize 16, out_qsize 0
2017-05-29 19:58:45,232 : INFO : PROGRESS: at 56.32% examples, 192754 words/s, in_qsize 12, out_qsize 1
2017-05-29 19:58:46,305 : INFO : PROGRESS: at 56.36% examples, 192746 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:58:47,331 : INFO : PROGRESS: at 56.40% examples, 192772 words/s, in_qsize 13, out_qsize 0
2017-05-29 19:58:48,395 : INFO : PROGRESS: at 56.45% examples, 192760 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:58:49,484 : INFO : PROGRESS: at 56.51% examples, 192757 words/s, in_qsize 16, out_qsize 0
2017-05-29 19:58:50,508 : INFO : PROGRESS: at 56.57% examples, 192774 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:58:51,542 : INFO : PROGRESS: at 56.63% examples, 192768 words/s, in_qsize 14, out_qsize 0
2017-05-29 19:58:52,599 : INFO : PROGRESS: at 56.69% examples, 192788 words/s, in_qsize 13, out_qsize 0
2017-05-29 19:58:53,602 : INFO : PROGRESS: at 56.75% examples, 192776 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:58:54,621 : INFO : PROGRESS: at 56.81% examples, 192768 words/s, in_qsize 13, out_qsize 0
2017-05-29 19:58:55,697 : INFO : PROGRESS: at 56.88% examples, 192776 words/s, in_qsize 11, out_qsize 0
2017-05-29 19:58:56,699 : INFO : PROGRESS: at 56.92% examples, 192791 words/s, in_qsize 13, out_qsize 0
2017-05-29 19:58:57,741 : INFO : PROGRESS: at 56.97% examples, 192779 words/s, in_qsize 14, out_qsize 0
2017-05-29 19:58:58,757 : INFO : PROGRESS: at 57.03% examples, 192766 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:58:59,775 : INFO : PROGRESS: at 57.08% examples, 192775 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:59:00,782 : INFO : PROGRESS: at 57.13% examples, 192779 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:59:01,805 : INFO : PROGRESS: at 57.21% examples, 192773 words/s, in_qsize 16, out_qsize 0
2017-05-29 19:59:02,912 : INFO : PROGRESS: at 57.26% examples, 192776 words/s, in_qsize 14, out_qsize 1
2017-05-29 19:59:03,956 : INFO : PROGRESS: at 57.32% examples, 192780 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:59:04,991 : INFO : PROGRESS: at 57.38% examples, 192782 words/s, in_qsize 16, out_qsize 0
2017-05-29 19:59:06,038 : INFO : PROGRESS: at 57.43% examples, 192779 words/s, in_qsize 14, out_qsize 0
2017-05-29 19:59:07,069 : INFO : PROGRESS: at 57.48% examples, 192777 words/s, in_qsize 14, out_qsize 0
2017-05-29 19:59:08,079 : INFO : PROGRESS: at 57.55% examples, 192798 words/s, in_qsize 14, out_qsize 0
2017-05-29 19:59:09,081 : INFO : PROGRESS: at 57.60% examples, 192792 words/s, in_qsize 13, out_qsize 1
2017-05-29 19:59:10,107 : INFO : PROGRESS: at 57.65% examples, 192790 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:59:11,122 : INFO : PROGRESS: at 57.71% examples, 192782 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:59:12,135 : INFO : PROGRESS: at 57.77% examples, 192798 words/s, in_qsize 12, out_qsize 0
2017-05-29 19:59:13,218 : INFO : PROGRESS: at 57.84% examples, 192777 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:59:14,256 : INFO : PROGRESS: at 57.92% examples, 192797 words/s, in_qsize 14, out_qsize 1
2017-05-29 19:59:15,265 : INFO : PROGRESS: at 57.98% examples, 192800 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:59:16,266 : INFO : PROGRESS: at 58.06% examples, 192798 words/s, in_qsize 16, out_qsize 0
2017-05-29 19:59:17,284 : INFO : PROGRESS: at 58.12% examples, 192805 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:59:18,296 : INFO : PROGRESS: at 58.21% examples, 192795 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:59:19,338 : INFO : PROGRESS: at 58.27% examples, 192784 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:59:20,353 : INFO : PROGRESS: at 58.34% examples, 192791 words/s, in_qsize 11, out_qsize 0
2017-05-29 19:59:21,365 : INFO : PROGRESS: at 58.40% examples, 192794 words/s, in_qsize 14, out_qsize 0
2017-05-29 19:59:22,372 : INFO : PROGRESS: at 58.43% examples, 192787 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:59:23,403 : INFO : PROGRESS: at 58.49% examples, 192808 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:59:24,479 : INFO : PROGRESS: at 58.53% examples, 192788 words/s, in_qsize 14, out_qsize 0
2017-05-29 19:59:25,508 : INFO : PROGRESS: at 58.59% examples, 192816 words/s, in_qsize 14, out_qsize 0
2017-05-29 19:59:26,548 : INFO : PROGRESS: at 58.64% examples, 192808 words/s, in_qsize 16, out_qsize 0
2017-05-29 19:59:27,555 : INFO : PROGRESS: at 58.70% examples, 192815 words/s, in_qsize 12, out_qsize 1
2017-05-29 19:59:28,585 : INFO : PROGRESS: at 58.77% examples, 192817 words/s, in_qsize 10, out_qsize 0
2017-05-29 19:59:29,606 : INFO : PROGRESS: at 58.81% examples, 192794 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:59:30,617 : INFO : PROGRESS: at 58.85% examples, 192819 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:59:31,639 : INFO : PROGRESS: at 58.91% examples, 192818 words/s, in_qsize 12, out_qsize 0
2017-05-29 19:59:32,643 : INFO : PROGRESS: at 58.96% examples, 192834 words/s, in_qsize 13, out_qsize 0
2017-05-29 19:59:33,649 : INFO : PROGRESS: at 59.03% examples, 192805 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:59:34,685 : INFO : PROGRESS: at 59.09% examples, 192803 words/s, in_qsize 14, out_qsize 0
2017-05-29 19:59:35,689 : INFO : PROGRESS: at 59.17% examples, 192820 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:59:36,705 : INFO : PROGRESS: at 59.21% examples, 192801 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:59:37,715 : INFO : PROGRESS: at 59.27% examples, 192817 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:59:38,841 : INFO : PROGRESS: at 59.33% examples, 192821 words/s, in_qsize 13, out_qsize 0
2017-05-29 19:59:39,855 : INFO : PROGRESS: at 59.39% examples, 192829 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:59:40,870 : INFO : PROGRESS: at 59.44% examples, 192834 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:59:41,902 : INFO : PROGRESS: at 59.50% examples, 192853 words/s, in_qsize 11, out_qsize 0
2017-05-29 19:59:42,986 : INFO : PROGRESS: at 59.57% examples, 192839 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:59:44,044 : INFO : PROGRESS: at 59.63% examples, 192831 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:59:45,091 : INFO : PROGRESS: at 59.69% examples, 192857 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:59:46,138 : INFO : PROGRESS: at 59.74% examples, 192860 words/s, in_qsize 14, out_qsize 1
2017-05-29 19:59:47,164 : INFO : PROGRESS: at 59.81% examples, 192872 words/s, in_qsize 11, out_qsize 0
2017-05-29 19:59:48,220 : INFO : PROGRESS: at 59.85% examples, 192857 words/s, in_qsize 15, out_qsize 2
2017-05-29 19:59:49,232 : INFO : PROGRESS: at 59.89% examples, 192866 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:59:50,236 : INFO : PROGRESS: at 59.94% examples, 192878 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:59:50,366 : INFO : finished iterating over Wikipedia corpus of 14901 documents with 46096422 positions (total 19857 articles, 46117421 positions before pruning articles shorter than 50 words)
2017-05-29 19:59:51,273 : INFO : PROGRESS: at 60.00% examples, 192859 words/s, in_qsize 1, out_qsize 0
2017-05-29 19:59:52,303 : INFO : PROGRESS: at 60.03% examples, 192830 words/s, in_qsize 11, out_qsize 0
2017-05-29 19:59:53,326 : INFO : PROGRESS: at 60.07% examples, 192821 words/s, in_qsize 13, out_qsize 2
2017-05-29 19:59:54,353 : INFO : PROGRESS: at 60.11% examples, 192826 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:59:55,378 : INFO : PROGRESS: at 60.17% examples, 192839 words/s, in_qsize 16, out_qsize 0
2017-05-29 19:59:56,384 : INFO : PROGRESS: at 60.22% examples, 192835 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:59:57,386 : INFO : PROGRESS: at 60.29% examples, 192847 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:59:58,425 : INFO : PROGRESS: at 60.36% examples, 192841 words/s, in_qsize 15, out_qsize 0
2017-05-29 19:59:59,463 : INFO : PROGRESS: at 60.44% examples, 192826 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:00:00,535 : INFO : PROGRESS: at 60.51% examples, 192842 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:00:01,543 : INFO : PROGRESS: at 60.56% examples, 192834 words/s, in_qsize 14, out_qsize 1
2017-05-29 20:00:02,562 : INFO : PROGRESS: at 60.61% examples, 192852 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:00:03,570 : INFO : PROGRESS: at 60.67% examples, 192841 words/s, in_qsize 14, out_qsize 0
2017-05-29 20:00:04,590 : INFO : PROGRESS: at 60.77% examples, 192844 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:00:05,610 : INFO : PROGRESS: at 60.84% examples, 192833 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:00:06,632 : INFO : PROGRESS: at 60.91% examples, 192818 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:00:07,633 : INFO : PROGRESS: at 60.97% examples, 192840 words/s, in_qsize 13, out_qsize 0
2017-05-29 20:00:08,635 : INFO : PROGRESS: at 61.02% examples, 192831 words/s, in_qsize 12, out_qsize 0
2017-05-29 20:00:09,676 : INFO : PROGRESS: at 61.09% examples, 192823 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:00:10,684 : INFO : PROGRESS: at 61.14% examples, 192827 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:00:11,709 : INFO : PROGRESS: at 61.19% examples, 192827 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:00:12,716 : INFO : PROGRESS: at 61.24% examples, 192821 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:00:13,728 : INFO : PROGRESS: at 61.30% examples, 192843 words/s, in_qsize 13, out_qsize 0
2017-05-29 20:00:14,747 : INFO : PROGRESS: at 61.35% examples, 192847 words/s, in_qsize 13, out_qsize 0
2017-05-29 20:00:15,767 : INFO : PROGRESS: at 61.40% examples, 192846 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:00:16,798 : INFO : PROGRESS: at 61.45% examples, 192840 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:00:17,802 : INFO : PROGRESS: at 61.51% examples, 192840 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:00:18,875 : INFO : PROGRESS: at 61.56% examples, 192854 words/s, in_qsize 10, out_qsize 0
2017-05-29 20:00:19,948 : INFO : PROGRESS: at 61.61% examples, 192847 words/s, in_qsize 14, out_qsize 0
2017-05-29 20:00:20,951 : INFO : PROGRESS: at 61.67% examples, 192843 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:00:21,992 : INFO : PROGRESS: at 61.72% examples, 192842 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:00:22,999 : INFO : PROGRESS: at 61.77% examples, 192851 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:00:24,020 : INFO : PROGRESS: at 61.82% examples, 192855 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:00:25,027 : INFO : PROGRESS: at 61.88% examples, 192859 words/s, in_qsize 16, out_qsize 0
2017-05-29 20:00:26,043 : INFO : PROGRESS: at 61.94% examples, 192844 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:00:27,092 : INFO : PROGRESS: at 62.00% examples, 192850 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:00:28,144 : INFO : PROGRESS: at 62.05% examples, 192841 words/s, in_qsize 14, out_qsize 1
2017-05-29 20:00:29,176 : INFO : PROGRESS: at 62.10% examples, 192853 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:00:30,183 : INFO : PROGRESS: at 62.15% examples, 192854 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:00:31,192 : INFO : PROGRESS: at 62.23% examples, 192865 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:00:32,201 : INFO : PROGRESS: at 62.29% examples, 192879 words/s, in_qsize 14, out_qsize 0
2017-05-29 20:00:33,214 : INFO : PROGRESS: at 62.37% examples, 192886 words/s, in_qsize 14, out_qsize 0
2017-05-29 20:00:34,270 : INFO : PROGRESS: at 62.43% examples, 192869 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:00:35,287 : INFO : PROGRESS: at 62.49% examples, 192857 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:00:36,351 : INFO : PROGRESS: at 62.55% examples, 192873 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:00:37,431 : INFO : PROGRESS: at 62.60% examples, 192863 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:00:38,433 : INFO : PROGRESS: at 62.66% examples, 192863 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:00:39,526 : INFO : PROGRESS: at 62.72% examples, 192880 words/s, in_qsize 8, out_qsize 1
2017-05-29 20:00:40,559 : INFO : PROGRESS: at 62.77% examples, 192877 words/s, in_qsize 14, out_qsize 0
2017-05-29 20:00:41,596 : INFO : PROGRESS: at 62.83% examples, 192881 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:00:42,611 : INFO : PROGRESS: at 62.87% examples, 192875 words/s, in_qsize 14, out_qsize 0
2017-05-29 20:00:43,632 : INFO : PROGRESS: at 62.93% examples, 192882 words/s, in_qsize 14, out_qsize 0
2017-05-29 20:00:44,658 : INFO : PROGRESS: at 62.98% examples, 192882 words/s, in_qsize 15, out_qsize 1
2017-05-29 20:00:45,671 : INFO : PROGRESS: at 63.04% examples, 192880 words/s, in_qsize 14, out_qsize 0
2017-05-29 20:00:46,688 : INFO : PROGRESS: at 63.11% examples, 192893 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:00:47,717 : INFO : PROGRESS: at 63.17% examples, 192899 words/s, in_qsize 8, out_qsize 0
2017-05-29 20:00:48,755 : INFO : PROGRESS: at 63.23% examples, 192906 words/s, in_qsize 14, out_qsize 0
2017-05-29 20:00:49,768 : INFO : PROGRESS: at 63.28% examples, 192889 words/s, in_qsize 14, out_qsize 1
2017-05-29 20:00:50,773 : INFO : PROGRESS: at 63.36% examples, 192884 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:00:51,797 : INFO : PROGRESS: at 63.42% examples, 192892 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:00:52,811 : INFO : PROGRESS: at 63.48% examples, 192882 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:00:53,812 : INFO : PROGRESS: at 63.53% examples, 192895 words/s, in_qsize 13, out_qsize 0
2017-05-29 20:00:54,849 : INFO : PROGRESS: at 63.58% examples, 192881 words/s, in_qsize 15, out_qsize 1
2017-05-29 20:00:55,862 : INFO : PROGRESS: at 63.63% examples, 192885 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:00:56,875 : INFO : PROGRESS: at 63.70% examples, 192891 words/s, in_qsize 12, out_qsize 0
2017-05-29 20:00:57,884 : INFO : PROGRESS: at 63.75% examples, 192884 words/s, in_qsize 14, out_qsize 0
2017-05-29 20:00:58,891 : INFO : PROGRESS: at 63.78% examples, 192870 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:00:59,911 : INFO : PROGRESS: at 63.85% examples, 192862 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:01:00,949 : INFO : PROGRESS: at 63.91% examples, 192870 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:01:01,949 : INFO : PROGRESS: at 63.97% examples, 192871 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:01:03,003 : INFO : PROGRESS: at 64.03% examples, 192870 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:01:04,009 : INFO : PROGRESS: at 64.10% examples, 192885 words/s, in_qsize 12, out_qsize 0
2017-05-29 20:01:05,037 : INFO : PROGRESS: at 64.16% examples, 192886 words/s, in_qsize 14, out_qsize 0
2017-05-29 20:01:06,080 : INFO : PROGRESS: at 64.22% examples, 192864 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:01:07,096 : INFO : PROGRESS: at 64.26% examples, 192879 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:01:08,132 : INFO : PROGRESS: at 64.30% examples, 192879 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:01:09,141 : INFO : PROGRESS: at 64.34% examples, 192852 words/s, in_qsize 15, out_qsize 1
2017-05-29 20:01:10,193 : INFO : PROGRESS: at 64.39% examples, 192852 words/s, in_qsize 14, out_qsize 1
2017-05-29 20:01:11,237 : INFO : PROGRESS: at 64.43% examples, 192867 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:01:12,247 : INFO : PROGRESS: at 64.49% examples, 192881 words/s, in_qsize 13, out_qsize 0
2017-05-29 20:01:13,328 : INFO : PROGRESS: at 64.54% examples, 192874 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:01:14,379 : INFO : PROGRESS: at 64.59% examples, 192864 words/s, in_qsize 11, out_qsize 1
2017-05-29 20:01:15,387 : INFO : PROGRESS: at 64.65% examples, 192868 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:01:16,395 : INFO : PROGRESS: at 64.69% examples, 192871 words/s, in_qsize 13, out_qsize 0
2017-05-29 20:01:17,408 : INFO : PROGRESS: at 64.75% examples, 192877 words/s, in_qsize 13, out_qsize 0
2017-05-29 20:01:18,492 : INFO : PROGRESS: at 64.81% examples, 192868 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:01:19,510 : INFO : PROGRESS: at 64.88% examples, 192881 words/s, in_qsize 16, out_qsize 0
2017-05-29 20:01:20,557 : INFO : PROGRESS: at 64.93% examples, 192881 words/s, in_qsize 10, out_qsize 0
2017-05-29 20:01:21,561 : INFO : PROGRESS: at 64.97% examples, 192874 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:01:22,562 : INFO : PROGRESS: at 65.02% examples, 192870 words/s, in_qsize 13, out_qsize 0
2017-05-29 20:01:23,598 : INFO : PROGRESS: at 65.07% examples, 192877 words/s, in_qsize 14, out_qsize 0
2017-05-29 20:01:24,629 : INFO : PROGRESS: at 65.11% examples, 192872 words/s, in_qsize 12, out_qsize 0
2017-05-29 20:01:25,661 : INFO : PROGRESS: at 65.16% examples, 192884 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:01:26,686 : INFO : PROGRESS: at 65.21% examples, 192895 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:01:27,694 : INFO : PROGRESS: at 65.27% examples, 192879 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:01:28,702 : INFO : PROGRESS: at 65.33% examples, 192882 words/s, in_qsize 14, out_qsize 1
2017-05-29 20:01:29,756 : INFO : PROGRESS: at 65.39% examples, 192882 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:01:30,763 : INFO : PROGRESS: at 65.44% examples, 192899 words/s, in_qsize 12, out_qsize 0
2017-05-29 20:01:31,870 : INFO : PROGRESS: at 65.51% examples, 192897 words/s, in_qsize 12, out_qsize 0
2017-05-29 20:01:32,882 : INFO : PROGRESS: at 65.59% examples, 192894 words/s, in_qsize 14, out_qsize 0
2017-05-29 20:01:33,936 : INFO : PROGRESS: at 65.66% examples, 192887 words/s, in_qsize 11, out_qsize 0
2017-05-29 20:01:34,939 : INFO : PROGRESS: at 65.72% examples, 192894 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:01:35,943 : INFO : PROGRESS: at 65.78% examples, 192903 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:01:36,975 : INFO : PROGRESS: at 65.83% examples, 192892 words/s, in_qsize 13, out_qsize 2
2017-05-29 20:01:38,101 : INFO : PROGRESS: at 65.89% examples, 192884 words/s, in_qsize 16, out_qsize 5
2017-05-29 20:01:39,099 : INFO : PROGRESS: at 65.96% examples, 192902 words/s, in_qsize 9, out_qsize 0
2017-05-29 20:01:40,195 : INFO : PROGRESS: at 66.03% examples, 192893 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:01:41,263 : INFO : PROGRESS: at 66.09% examples, 192892 words/s, in_qsize 13, out_qsize 0
2017-05-29 20:01:42,309 : INFO : PROGRESS: at 66.13% examples, 192901 words/s, in_qsize 13, out_qsize 0
2017-05-29 20:01:43,339 : INFO : PROGRESS: at 66.18% examples, 192899 words/s, in_qsize 14, out_qsize 0
2017-05-29 20:01:44,354 : INFO : PROGRESS: at 66.25% examples, 192889 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:01:45,385 : INFO : PROGRESS: at 66.32% examples, 192901 words/s, in_qsize 10, out_qsize 0
2017-05-29 20:01:46,424 : INFO : PROGRESS: at 66.35% examples, 192888 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:01:47,440 : INFO : PROGRESS: at 66.40% examples, 192890 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:01:48,521 : INFO : PROGRESS: at 66.45% examples, 192881 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:01:49,539 : INFO : PROGRESS: at 66.51% examples, 192892 words/s, in_qsize 13, out_qsize 0
2017-05-29 20:01:50,554 : INFO : PROGRESS: at 66.56% examples, 192885 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:01:51,617 : INFO : PROGRESS: at 66.62% examples, 192899 words/s, in_qsize 14, out_qsize 0
2017-05-29 20:01:52,626 : INFO : PROGRESS: at 66.67% examples, 192897 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:01:53,648 : INFO : PROGRESS: at 66.73% examples, 192889 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:01:54,659 : INFO : PROGRESS: at 66.80% examples, 192910 words/s, in_qsize 13, out_qsize 0
2017-05-29 20:01:55,692 : INFO : PROGRESS: at 66.86% examples, 192897 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:01:56,758 : INFO : PROGRESS: at 66.91% examples, 192890 words/s, in_qsize 14, out_qsize 1
2017-05-29 20:01:57,778 : INFO : PROGRESS: at 66.96% examples, 192900 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:01:58,801 : INFO : PROGRESS: at 67.02% examples, 192901 words/s, in_qsize 14, out_qsize 0
2017-05-29 20:01:59,819 : INFO : PROGRESS: at 67.07% examples, 192891 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:02:00,820 : INFO : PROGRESS: at 67.12% examples, 192907 words/s, in_qsize 12, out_qsize 0
2017-05-29 20:02:01,822 : INFO : PROGRESS: at 67.19% examples, 192901 words/s, in_qsize 12, out_qsize 0
2017-05-29 20:02:02,825 : INFO : PROGRESS: at 67.25% examples, 192899 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:02:03,857 : INFO : PROGRESS: at 67.29% examples, 192881 words/s, in_qsize 16, out_qsize 0
2017-05-29 20:02:04,874 : INFO : PROGRESS: at 67.35% examples, 192895 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:02:05,891 : INFO : PROGRESS: at 67.41% examples, 192908 words/s, in_qsize 14, out_qsize 0
2017-05-29 20:02:06,923 : INFO : PROGRESS: at 67.46% examples, 192879 words/s, in_qsize 13, out_qsize 0
2017-05-29 20:02:07,931 : INFO : PROGRESS: at 67.51% examples, 192889 words/s, in_qsize 13, out_qsize 0
2017-05-29 20:02:08,937 : INFO : PROGRESS: at 67.57% examples, 192881 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:02:09,997 : INFO : PROGRESS: at 67.62% examples, 192888 words/s, in_qsize 16, out_qsize 0
2017-05-29 20:02:11,078 : INFO : PROGRESS: at 67.69% examples, 192902 words/s, in_qsize 16, out_qsize 0
2017-05-29 20:02:12,110 : INFO : PROGRESS: at 67.75% examples, 192904 words/s, in_qsize 10, out_qsize 0
2017-05-29 20:02:13,139 : INFO : PROGRESS: at 67.82% examples, 192897 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:02:14,183 : INFO : PROGRESS: at 67.89% examples, 192891 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:02:15,190 : INFO : PROGRESS: at 67.95% examples, 192907 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:02:16,271 : INFO : PROGRESS: at 68.04% examples, 192906 words/s, in_qsize 11, out_qsize 1
2017-05-29 20:02:17,286 : INFO : PROGRESS: at 68.11% examples, 192913 words/s, in_qsize 14, out_qsize 0
2017-05-29 20:02:18,297 : INFO : PROGRESS: at 68.18% examples, 192911 words/s, in_qsize 12, out_qsize 1
2017-05-29 20:02:19,299 : INFO : PROGRESS: at 68.26% examples, 192927 words/s, in_qsize 13, out_qsize 0
2017-05-29 20:02:20,335 : INFO : PROGRESS: at 68.32% examples, 192914 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:02:21,370 : INFO : PROGRESS: at 68.39% examples, 192906 words/s, in_qsize 13, out_qsize 0
2017-05-29 20:02:22,391 : INFO : PROGRESS: at 68.42% examples, 192890 words/s, in_qsize 14, out_qsize 2
2017-05-29 20:02:23,391 : INFO : PROGRESS: at 68.47% examples, 192893 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:02:24,427 : INFO : PROGRESS: at 68.51% examples, 192914 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:02:25,449 : INFO : PROGRESS: at 68.56% examples, 192912 words/s, in_qsize 14, out_qsize 0
2017-05-29 20:02:26,475 : INFO : PROGRESS: at 68.62% examples, 192912 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:02:27,496 : INFO : PROGRESS: at 68.68% examples, 192930 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:02:28,620 : INFO : PROGRESS: at 68.75% examples, 192922 words/s, in_qsize 14, out_qsize 0
2017-05-29 20:02:29,713 : INFO : PROGRESS: at 68.80% examples, 192907 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:02:30,731 : INFO : PROGRESS: at 68.84% examples, 192916 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:02:31,759 : INFO : PROGRESS: at 68.90% examples, 192923 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:02:32,764 : INFO : PROGRESS: at 68.95% examples, 192934 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:02:33,764 : INFO : PROGRESS: at 69.02% examples, 192928 words/s, in_qsize 9, out_qsize 1
2017-05-29 20:02:34,839 : INFO : PROGRESS: at 69.08% examples, 192922 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:02:35,841 : INFO : PROGRESS: at 69.16% examples, 192922 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:02:36,870 : INFO : PROGRESS: at 69.21% examples, 192931 words/s, in_qsize 14, out_qsize 0
2017-05-29 20:02:37,870 : INFO : PROGRESS: at 69.27% examples, 192926 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:02:38,892 : INFO : PROGRESS: at 69.33% examples, 192942 words/s, in_qsize 14, out_qsize 0
2017-05-29 20:02:39,899 : INFO : PROGRESS: at 69.37% examples, 192929 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:02:40,960 : INFO : PROGRESS: at 69.43% examples, 192949 words/s, in_qsize 13, out_qsize 0
2017-05-29 20:02:41,987 : INFO : PROGRESS: at 69.49% examples, 192943 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:02:43,049 : INFO : PROGRESS: at 69.56% examples, 192944 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:02:44,063 : INFO : PROGRESS: at 69.62% examples, 192948 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:02:45,076 : INFO : PROGRESS: at 69.67% examples, 192951 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:02:46,140 : INFO : PROGRESS: at 69.73% examples, 192962 words/s, in_qsize 13, out_qsize 0
2017-05-29 20:02:47,162 : INFO : PROGRESS: at 69.78% examples, 192973 words/s, in_qsize 14, out_qsize 0
2017-05-29 20:02:48,209 : INFO : PROGRESS: at 69.84% examples, 192966 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:02:49,224 : INFO : PROGRESS: at 69.88% examples, 192971 words/s, in_qsize 11, out_qsize 0
2017-05-29 20:02:50,232 : INFO : PROGRESS: at 69.92% examples, 192964 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:02:50,762 : INFO : finished iterating over Wikipedia corpus of 14901 documents with 46096422 positions (total 19857 articles, 46117421 positions before pruning articles shorter than 50 words)
2017-05-29 20:02:51,284 : INFO : PROGRESS: at 69.98% examples, 192949 words/s, in_qsize 1, out_qsize 0
2017-05-29 20:02:52,348 : INFO : PROGRESS: at 70.02% examples, 192917 words/s, in_qsize 6, out_qsize 0
2017-05-29 20:02:53,358 : INFO : PROGRESS: at 70.06% examples, 192905 words/s, in_qsize 12, out_qsize 1
2017-05-29 20:02:54,364 : INFO : PROGRESS: at 70.10% examples, 192905 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:02:55,407 : INFO : PROGRESS: at 70.15% examples, 192907 words/s, in_qsize 15, out_qsize 1
2017-05-29 20:02:56,429 : INFO : PROGRESS: at 70.21% examples, 192925 words/s, in_qsize 13, out_qsize 0
2017-05-29 20:02:57,451 : INFO : PROGRESS: at 70.26% examples, 192914 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:02:58,478 : INFO : PROGRESS: at 70.33% examples, 192923 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:02:59,486 : INFO : PROGRESS: at 70.42% examples, 192909 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:03:00,492 : INFO : PROGRESS: at 70.48% examples, 192913 words/s, in_qsize 14, out_qsize 0
2017-05-29 20:03:01,505 : INFO : PROGRESS: at 70.53% examples, 192903 words/s, in_qsize 16, out_qsize 0
2017-05-29 20:03:02,507 : INFO : PROGRESS: at 70.58% examples, 192919 words/s, in_qsize 14, out_qsize 1
2017-05-29 20:03:03,524 : INFO : PROGRESS: at 70.64% examples, 192926 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:03:04,526 : INFO : PROGRESS: at 70.71% examples, 192915 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:03:05,627 : INFO : PROGRESS: at 70.81% examples, 192907 words/s, in_qsize 16, out_qsize 0
2017-05-29 20:03:06,753 : INFO : PROGRESS: at 70.88% examples, 192901 words/s, in_qsize 14, out_qsize 0
2017-05-29 20:03:07,790 : INFO : PROGRESS: at 70.95% examples, 192898 words/s, in_qsize 14, out_qsize 1
2017-05-29 20:03:08,810 : INFO : PROGRESS: at 71.00% examples, 192907 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:03:09,842 : INFO : PROGRESS: at 71.07% examples, 192901 words/s, in_qsize 14, out_qsize 0
2017-05-29 20:03:10,849 : INFO : PROGRESS: at 71.13% examples, 192930 words/s, in_qsize 14, out_qsize 0
2017-05-29 20:03:11,867 : INFO : PROGRESS: at 71.18% examples, 192902 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:03:12,903 : INFO : PROGRESS: at 71.23% examples, 192908 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:03:13,907 : INFO : PROGRESS: at 71.28% examples, 192923 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:03:14,968 : INFO : PROGRESS: at 71.34% examples, 192912 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:03:16,024 : INFO : PROGRESS: at 71.38% examples, 192909 words/s, in_qsize 14, out_qsize 1
2017-05-29 20:03:17,089 : INFO : PROGRESS: at 71.45% examples, 192930 words/s, in_qsize 10, out_qsize 1
2017-05-29 20:03:18,140 : INFO : PROGRESS: at 71.50% examples, 192901 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:03:19,185 : INFO : PROGRESS: at 71.55% examples, 192921 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:03:20,229 : INFO : PROGRESS: at 71.60% examples, 192910 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:03:21,235 : INFO : PROGRESS: at 71.66% examples, 192923 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:03:22,244 : INFO : PROGRESS: at 71.70% examples, 192913 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:03:23,245 : INFO : PROGRESS: at 71.75% examples, 192913 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:03:24,271 : INFO : PROGRESS: at 71.81% examples, 192927 words/s, in_qsize 12, out_qsize 0
2017-05-29 20:03:25,299 : INFO : PROGRESS: at 71.87% examples, 192932 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:03:26,301 : INFO : PROGRESS: at 71.93% examples, 192932 words/s, in_qsize 14, out_qsize 0
2017-05-29 20:03:27,356 : INFO : PROGRESS: at 71.99% examples, 192916 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:03:28,366 : INFO : PROGRESS: at 72.04% examples, 192936 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:03:29,410 : INFO : PROGRESS: at 72.09% examples, 192930 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:03:30,463 : INFO : PROGRESS: at 72.15% examples, 192938 words/s, in_qsize 13, out_qsize 0
2017-05-29 20:03:31,495 : INFO : PROGRESS: at 72.23% examples, 192949 words/s, in_qsize 12, out_qsize 0
2017-05-29 20:03:32,547 : INFO : PROGRESS: at 72.29% examples, 192951 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:03:33,597 : INFO : PROGRESS: at 72.36% examples, 192950 words/s, in_qsize 14, out_qsize 1
2017-05-29 20:03:34,604 : INFO : PROGRESS: at 72.42% examples, 192951 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:03:35,623 : INFO : PROGRESS: at 72.49% examples, 192947 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:03:36,628 : INFO : PROGRESS: at 72.54% examples, 192948 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:03:37,650 : INFO : PROGRESS: at 72.59% examples, 192944 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:03:38,660 : INFO : PROGRESS: at 72.64% examples, 192940 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:03:39,724 : INFO : PROGRESS: at 72.70% examples, 192945 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:03:40,724 : INFO : PROGRESS: at 72.75% examples, 192949 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:03:41,792 : INFO : PROGRESS: at 72.81% examples, 192941 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:03:42,837 : INFO : PROGRESS: at 72.86% examples, 192959 words/s, in_qsize 12, out_qsize 0
2017-05-29 20:03:43,840 : INFO : PROGRESS: at 72.91% examples, 192952 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:03:44,853 : INFO : PROGRESS: at 72.98% examples, 192964 words/s, in_qsize 13, out_qsize 0
2017-05-29 20:03:45,901 : INFO : PROGRESS: at 73.03% examples, 192957 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:03:46,908 : INFO : PROGRESS: at 73.09% examples, 192951 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:03:47,927 : INFO : PROGRESS: at 73.16% examples, 192973 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:03:48,953 : INFO : PROGRESS: at 73.21% examples, 192961 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:03:50,052 : INFO : PROGRESS: at 73.27% examples, 192956 words/s, in_qsize 13, out_qsize 0
2017-05-29 20:03:51,162 : INFO : PROGRESS: at 73.36% examples, 192959 words/s, in_qsize 14, out_qsize 1
2017-05-29 20:03:52,183 : INFO : PROGRESS: at 73.42% examples, 192969 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:03:53,255 : INFO : PROGRESS: at 73.48% examples, 192964 words/s, in_qsize 14, out_qsize 0
2017-05-29 20:03:54,290 : INFO : PROGRESS: at 73.53% examples, 192963 words/s, in_qsize 15, out_qsize 2
2017-05-29 20:03:55,302 : INFO : PROGRESS: at 73.58% examples, 192972 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:03:56,372 : INFO : PROGRESS: at 73.65% examples, 192978 words/s, in_qsize 11, out_qsize 0
2017-05-29 20:03:57,392 : INFO : PROGRESS: at 73.71% examples, 192976 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:03:58,415 : INFO : PROGRESS: at 73.76% examples, 192978 words/s, in_qsize 13, out_qsize 0
2017-05-29 20:03:59,462 : INFO : PROGRESS: at 73.81% examples, 192977 words/s, in_qsize 13, out_qsize 0
2017-05-29 20:04:00,464 : INFO : PROGRESS: at 73.88% examples, 192975 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:04:01,495 : INFO : PROGRESS: at 73.93% examples, 192969 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:04:02,528 : INFO : PROGRESS: at 73.99% examples, 192982 words/s, in_qsize 12, out_qsize 0
2017-05-29 20:04:03,560 : INFO : PROGRESS: at 74.06% examples, 192986 words/s, in_qsize 14, out_qsize 0
2017-05-29 20:04:04,569 : INFO : PROGRESS: at 74.13% examples, 192988 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:04:05,572 : INFO : PROGRESS: at 74.17% examples, 192978 words/s, in_qsize 10, out_qsize 0
2017-05-29 20:04:06,586 : INFO : PROGRESS: at 74.23% examples, 192979 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:04:07,609 : INFO : PROGRESS: at 74.28% examples, 192991 words/s, in_qsize 10, out_qsize 0
2017-05-29 20:04:08,628 : INFO : PROGRESS: at 74.32% examples, 192985 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:04:09,661 : INFO : PROGRESS: at 74.37% examples, 192992 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:04:10,716 : INFO : PROGRESS: at 74.41% examples, 192983 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:04:11,746 : INFO : PROGRESS: at 74.45% examples, 192970 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:04:12,765 : INFO : PROGRESS: at 74.50% examples, 192984 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:04:13,791 : INFO : PROGRESS: at 74.55% examples, 192978 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:04:14,819 : INFO : PROGRESS: at 74.61% examples, 192980 words/s, in_qsize 13, out_qsize 0
2017-05-29 20:04:15,825 : INFO : PROGRESS: at 74.66% examples, 192980 words/s, in_qsize 13, out_qsize 0
2017-05-29 20:04:16,825 : INFO : PROGRESS: at 74.71% examples, 192990 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:04:17,826 : INFO : PROGRESS: at 74.76% examples, 192978 words/s, in_qsize 12, out_qsize 0
2017-05-29 20:04:18,906 : INFO : PROGRESS: at 74.83% examples, 192982 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:04:19,944 : INFO : PROGRESS: at 74.89% examples, 192987 words/s, in_qsize 13, out_qsize 0
2017-05-29 20:04:20,957 : INFO : PROGRESS: at 74.94% examples, 192995 words/s, in_qsize 14, out_qsize 0
2017-05-29 20:04:21,999 : INFO : PROGRESS: at 74.98% examples, 192984 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:04:23,009 : INFO : PROGRESS: at 75.04% examples, 192982 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:04:24,032 : INFO : PROGRESS: at 75.08% examples, 192987 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:04:25,032 : INFO : PROGRESS: at 75.13% examples, 193003 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:04:26,049 : INFO : PROGRESS: at 75.18% examples, 193007 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:04:27,129 : INFO : PROGRESS: at 75.23% examples, 193000 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:04:28,143 : INFO : PROGRESS: at 75.30% examples, 193006 words/s, in_qsize 11, out_qsize 0
2017-05-29 20:04:29,193 : INFO : PROGRESS: at 75.34% examples, 192999 words/s, in_qsize 14, out_qsize 1
2017-05-29 20:04:30,196 : INFO : PROGRESS: at 75.40% examples, 192999 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:04:31,206 : INFO : PROGRESS: at 75.45% examples, 193009 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:04:32,210 : INFO : PROGRESS: at 75.52% examples, 193009 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:04:33,276 : INFO : PROGRESS: at 75.62% examples, 193005 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:04:34,280 : INFO : PROGRESS: at 75.67% examples, 193000 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:04:35,290 : INFO : PROGRESS: at 75.74% examples, 193005 words/s, in_qsize 14, out_qsize 0
2017-05-29 20:04:36,297 : INFO : PROGRESS: at 75.79% examples, 193012 words/s, in_qsize 13, out_qsize 0
2017-05-29 20:04:37,331 : INFO : PROGRESS: at 75.84% examples, 193009 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:04:38,336 : INFO : PROGRESS: at 75.91% examples, 193018 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:04:39,337 : INFO : PROGRESS: at 75.97% examples, 193018 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:04:40,342 : INFO : PROGRESS: at 76.04% examples, 193025 words/s, in_qsize 14, out_qsize 0
2017-05-29 20:04:41,420 : INFO : PROGRESS: at 76.09% examples, 193005 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:04:42,444 : INFO : PROGRESS: at 76.14% examples, 193013 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:04:43,583 : INFO : PROGRESS: at 76.19% examples, 193015 words/s, in_qsize 9, out_qsize 0
2017-05-29 20:04:44,683 : INFO : PROGRESS: at 76.27% examples, 193006 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:04:45,739 : INFO : PROGRESS: at 76.33% examples, 193013 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:04:46,743 : INFO : PROGRESS: at 76.36% examples, 193002 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:04:47,792 : INFO : PROGRESS: at 76.41% examples, 193017 words/s, in_qsize 10, out_qsize 0
2017-05-29 20:04:48,795 : INFO : PROGRESS: at 76.46% examples, 193012 words/s, in_qsize 13, out_qsize 2
2017-05-29 20:04:49,825 : INFO : PROGRESS: at 76.51% examples, 193005 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:04:50,853 : INFO : PROGRESS: at 76.58% examples, 193026 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:04:51,870 : INFO : PROGRESS: at 76.63% examples, 193020 words/s, in_qsize 14, out_qsize 0
2017-05-29 20:04:52,906 : INFO : PROGRESS: at 76.69% examples, 193022 words/s, in_qsize 14, out_qsize 0
2017-05-29 20:04:53,913 : INFO : PROGRESS: at 76.75% examples, 193017 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:04:54,972 : INFO : PROGRESS: at 76.82% examples, 193016 words/s, in_qsize 11, out_qsize 0
2017-05-29 20:04:55,977 : INFO : PROGRESS: at 76.87% examples, 193016 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:04:56,987 : INFO : PROGRESS: at 76.92% examples, 193028 words/s, in_qsize 12, out_qsize 1
2017-05-29 20:04:58,068 : INFO : PROGRESS: at 76.97% examples, 193016 words/s, in_qsize 14, out_qsize 0
2017-05-29 20:04:59,080 : INFO : PROGRESS: at 77.03% examples, 193007 words/s, in_qsize 14, out_qsize 1
2017-05-29 20:05:00,139 : INFO : PROGRESS: at 77.09% examples, 193021 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:05:01,151 : INFO : PROGRESS: at 77.13% examples, 193023 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:05:02,177 : INFO : PROGRESS: at 77.21% examples, 193019 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:05:03,223 : INFO : PROGRESS: at 77.26% examples, 193009 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:05:04,244 : INFO : PROGRESS: at 77.32% examples, 193011 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:05:05,293 : INFO : PROGRESS: at 77.37% examples, 193017 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:05:06,310 : INFO : PROGRESS: at 77.43% examples, 193024 words/s, in_qsize 11, out_qsize 0
2017-05-29 20:05:07,342 : INFO : PROGRESS: at 77.49% examples, 193019 words/s, in_qsize 14, out_qsize 0
2017-05-29 20:05:08,370 : INFO : PROGRESS: at 77.53% examples, 193014 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:05:09,389 : INFO : PROGRESS: at 77.60% examples, 193026 words/s, in_qsize 13, out_qsize 0
2017-05-29 20:05:10,395 : INFO : PROGRESS: at 77.65% examples, 193022 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:05:11,408 : INFO : PROGRESS: at 77.71% examples, 193027 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:05:12,411 : INFO : PROGRESS: at 77.76% examples, 193025 words/s, in_qsize 14, out_qsize 0
2017-05-29 20:05:13,440 : INFO : PROGRESS: at 77.84% examples, 193028 words/s, in_qsize 14, out_qsize 0
2017-05-29 20:05:14,453 : INFO : PROGRESS: at 77.91% examples, 193022 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:05:15,467 : INFO : PROGRESS: at 77.97% examples, 193036 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:05:16,496 : INFO : PROGRESS: at 78.06% examples, 193030 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:05:17,499 : INFO : PROGRESS: at 78.12% examples, 193036 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:05:18,503 : INFO : PROGRESS: at 78.20% examples, 193032 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:05:19,508 : INFO : PROGRESS: at 78.27% examples, 193034 words/s, in_qsize 13, out_qsize 0
2017-05-29 20:05:20,584 : INFO : PROGRESS: at 78.33% examples, 193024 words/s, in_qsize 14, out_qsize 1
2017-05-29 20:05:21,576 : INFO : PROGRESS: at 78.39% examples, 193023 words/s, in_qsize 12, out_qsize 3
2017-05-29 20:05:22,589 : INFO : PROGRESS: at 78.43% examples, 193010 words/s, in_qsize 14, out_qsize 1
2017-05-29 20:05:23,590 : INFO : PROGRESS: at 78.48% examples, 193032 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:05:24,608 : INFO : PROGRESS: at 78.52% examples, 193034 words/s, in_qsize 14, out_qsize 0
2017-05-29 20:05:25,609 : INFO : PROGRESS: at 78.57% examples, 193034 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:05:26,638 : INFO : PROGRESS: at 78.63% examples, 193043 words/s, in_qsize 13, out_qsize 0
2017-05-29 20:05:27,740 : INFO : PROGRESS: at 78.69% examples, 193043 words/s, in_qsize 14, out_qsize 1
2017-05-29 20:05:28,811 : INFO : PROGRESS: at 78.76% examples, 193034 words/s, in_qsize 12, out_qsize 0
2017-05-29 20:05:29,813 : INFO : PROGRESS: at 78.80% examples, 193028 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:05:30,869 : INFO : PROGRESS: at 78.85% examples, 193033 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:05:31,886 : INFO : PROGRESS: at 78.91% examples, 193048 words/s, in_qsize 14, out_qsize 0
2017-05-29 20:05:32,886 : INFO : PROGRESS: at 78.96% examples, 193053 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:05:33,887 : INFO : PROGRESS: at 79.03% examples, 193043 words/s, in_qsize 14, out_qsize 0
2017-05-29 20:05:34,917 : INFO : PROGRESS: at 79.08% examples, 193034 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:05:35,921 : INFO : PROGRESS: at 79.16% examples, 193041 words/s, in_qsize 14, out_qsize 1
2017-05-29 20:05:36,948 : INFO : PROGRESS: at 79.21% examples, 193041 words/s, in_qsize 13, out_qsize 2
2017-05-29 20:05:38,000 : INFO : PROGRESS: at 79.27% examples, 193044 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:05:39,055 : INFO : PROGRESS: at 79.33% examples, 193047 words/s, in_qsize 13, out_qsize 1
2017-05-29 20:05:40,078 : INFO : PROGRESS: at 79.38% examples, 193050 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:05:41,108 : INFO : PROGRESS: at 79.43% examples, 193059 words/s, in_qsize 12, out_qsize 0
2017-05-29 20:05:42,125 : INFO : PROGRESS: at 79.50% examples, 193060 words/s, in_qsize 14, out_qsize 0
2017-05-29 20:05:43,141 : INFO : PROGRESS: at 79.56% examples, 193061 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:05:44,154 : INFO : PROGRESS: at 79.62% examples, 193063 words/s, in_qsize 15, out_qsize 1
2017-05-29 20:05:45,211 : INFO : PROGRESS: at 79.68% examples, 193072 words/s, in_qsize 16, out_qsize 0
2017-05-29 20:05:46,218 : INFO : PROGRESS: at 79.73% examples, 193074 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:05:47,300 : INFO : PROGRESS: at 79.79% examples, 193086 words/s, in_qsize 13, out_qsize 0
2017-05-29 20:05:48,319 : INFO : PROGRESS: at 79.85% examples, 193071 words/s, in_qsize 13, out_qsize 0
2017-05-29 20:05:49,325 : INFO : PROGRESS: at 79.89% examples, 193080 words/s, in_qsize 14, out_qsize 0
2017-05-29 20:05:50,347 : INFO : PROGRESS: at 79.93% examples, 193091 words/s, in_qsize 12, out_qsize 0
2017-05-29 20:05:50,716 : INFO : finished iterating over Wikipedia corpus of 14901 documents with 46096422 positions (total 19857 articles, 46117421 positions before pruning articles shorter than 50 words)
2017-05-29 20:05:51,378 : INFO : PROGRESS: at 79.99% examples, 193075 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:05:52,400 : INFO : PROGRESS: at 80.02% examples, 193039 words/s, in_qsize 10, out_qsize 0
2017-05-29 20:05:53,532 : INFO : PROGRESS: at 80.07% examples, 193026 words/s, in_qsize 14, out_qsize 0
2017-05-29 20:05:54,537 : INFO : PROGRESS: at 80.11% examples, 193046 words/s, in_qsize 13, out_qsize 0
2017-05-29 20:05:55,546 : INFO : PROGRESS: at 80.16% examples, 193035 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:05:56,667 : INFO : PROGRESS: at 80.21% examples, 193030 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:05:57,669 : INFO : PROGRESS: at 80.28% examples, 193050 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:05:58,771 : INFO : PROGRESS: at 80.36% examples, 193037 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:05:59,832 : INFO : PROGRESS: at 80.44% examples, 193037 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:06:00,848 : INFO : PROGRESS: at 80.50% examples, 193048 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:06:01,849 : INFO : PROGRESS: at 80.56% examples, 193043 words/s, in_qsize 14, out_qsize 0
2017-05-29 20:06:02,853 : INFO : PROGRESS: at 80.60% examples, 193044 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:06:03,903 : INFO : PROGRESS: at 80.67% examples, 193050 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:06:04,919 : INFO : PROGRESS: at 80.77% examples, 193047 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:06:05,931 : INFO : PROGRESS: at 80.84% examples, 193050 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:06:06,940 : INFO : PROGRESS: at 80.91% examples, 193036 words/s, in_qsize 14, out_qsize 1
2017-05-29 20:06:07,963 : INFO : PROGRESS: at 80.97% examples, 193051 words/s, in_qsize 13, out_qsize 0
2017-05-29 20:06:09,001 : INFO : PROGRESS: at 81.03% examples, 193046 words/s, in_qsize 12, out_qsize 0
2017-05-29 20:06:10,037 : INFO : PROGRESS: at 81.10% examples, 193040 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:06:11,098 : INFO : PROGRESS: at 81.14% examples, 193037 words/s, in_qsize 15, out_qsize 1
2017-05-29 20:06:12,091 : INFO : PROGRESS: at 81.20% examples, 193040 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:06:13,103 : INFO : PROGRESS: at 81.24% examples, 193051 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:06:14,144 : INFO : PROGRESS: at 81.30% examples, 193055 words/s, in_qsize 10, out_qsize 0
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2017-05-29 20:07:07,925 : INFO : PROGRESS: at 84.28% examples, 193067 words/s, in_qsize 16, out_qsize 0
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2017-05-29 20:07:46,532 : INFO : PROGRESS: at 86.35% examples, 193076 words/s, in_qsize 15, out_qsize 2
2017-05-29 20:07:47,553 : INFO : PROGRESS: at 86.39% examples, 193087 words/s, in_qsize 11, out_qsize 0
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2017-05-29 20:08:20,354 : INFO : PROGRESS: at 88.31% examples, 193107 words/s, in_qsize 15, out_qsize 0
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2017-05-29 20:08:30,703 : INFO : PROGRESS: at 88.84% examples, 193114 words/s, in_qsize 15, out_qsize 0
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2017-05-29 20:08:38,891 : INFO : PROGRESS: at 89.33% examples, 193138 words/s, in_qsize 15, out_qsize 0
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2017-05-29 20:08:41,003 : INFO : PROGRESS: at 89.43% examples, 193144 words/s, in_qsize 13, out_qsize 1
2017-05-29 20:08:42,038 : INFO : PROGRESS: at 89.49% examples, 193138 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:08:43,119 : INFO : PROGRESS: at 89.55% examples, 193138 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:08:44,132 : INFO : PROGRESS: at 89.61% examples, 193141 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:08:45,211 : INFO : PROGRESS: at 89.67% examples, 193145 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:08:46,222 : INFO : PROGRESS: at 89.73% examples, 193160 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:08:47,248 : INFO : PROGRESS: at 89.79% examples, 193169 words/s, in_qsize 13, out_qsize 0
2017-05-29 20:08:48,272 : INFO : PROGRESS: at 89.84% examples, 193160 words/s, in_qsize 15, out_qsize 0
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2017-05-29 20:08:50,359 : INFO : PROGRESS: at 89.93% examples, 193168 words/s, in_qsize 14, out_qsize 0
2017-05-29 20:08:50,744 : INFO : finished iterating over Wikipedia corpus of 14901 documents with 46096422 positions (total 19857 articles, 46117421 positions before pruning articles shorter than 50 words)
2017-05-29 20:08:51,362 : INFO : PROGRESS: at 89.99% examples, 193160 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:08:52,375 : INFO : PROGRESS: at 90.02% examples, 193128 words/s, in_qsize 6, out_qsize 0
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2017-05-29 20:08:57,689 : INFO : PROGRESS: at 90.27% examples, 193125 words/s, in_qsize 15, out_qsize 0
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2017-05-29 20:08:59,803 : INFO : PROGRESS: at 90.44% examples, 193123 words/s, in_qsize 8, out_qsize 0
2017-05-29 20:09:00,817 : INFO : PROGRESS: at 90.49% examples, 193112 words/s, in_qsize 15, out_qsize 0
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2017-05-29 20:09:04,881 : INFO : PROGRESS: at 90.75% examples, 193120 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:09:05,888 : INFO : PROGRESS: at 90.82% examples, 193117 words/s, in_qsize 15, out_qsize 0
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2017-05-29 20:09:07,908 : INFO : PROGRESS: at 90.96% examples, 193118 words/s, in_qsize 15, out_qsize 0
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2017-05-29 20:09:14,049 : INFO : PROGRESS: at 91.28% examples, 193122 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:09:15,091 : INFO : PROGRESS: at 91.34% examples, 193126 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:09:16,095 : INFO : PROGRESS: at 91.39% examples, 193128 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:09:17,099 : INFO : PROGRESS: at 91.45% examples, 193135 words/s, in_qsize 11, out_qsize 0
2017-05-29 20:09:18,171 : INFO : PROGRESS: at 91.50% examples, 193113 words/s, in_qsize 15, out_qsize 2
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2017-05-29 20:11:42,562 : INFO : PROGRESS: at 99.50% examples, 193192 words/s, in_qsize 11, out_qsize 0
2017-05-29 20:11:43,574 : INFO : PROGRESS: at 99.57% examples, 193188 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:11:44,578 : INFO : PROGRESS: at 99.63% examples, 193189 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:11:45,594 : INFO : PROGRESS: at 99.68% examples, 193195 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:11:46,597 : INFO : PROGRESS: at 99.73% examples, 193188 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:11:47,606 : INFO : PROGRESS: at 99.79% examples, 193203 words/s, in_qsize 13, out_qsize 0
2017-05-29 20:11:48,608 : INFO : PROGRESS: at 99.84% examples, 193196 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:11:49,644 : INFO : PROGRESS: at 99.89% examples, 193205 words/s, in_qsize 11, out_qsize 0
2017-05-29 20:11:50,651 : INFO : PROGRESS: at 99.93% examples, 193203 words/s, in_qsize 15, out_qsize 0
2017-05-29 20:11:51,034 : INFO : finished iterating over Wikipedia corpus of 14901 documents with 46096422 positions (total 19857 articles, 46117421 positions before pruning articles shorter than 50 words)
2017-05-29 20:11:51,393 : INFO : worker thread finished; awaiting finish of 7 more threads
2017-05-29 20:11:51,425 : INFO : worker thread finished; awaiting finish of 6 more threads
2017-05-29 20:11:51,450 : INFO : worker thread finished; awaiting finish of 5 more threads
2017-05-29 20:11:51,480 : INFO : worker thread finished; awaiting finish of 4 more threads
2017-05-29 20:11:51,502 : INFO : worker thread finished; awaiting finish of 3 more threads
2017-05-29 20:11:51,510 : INFO : worker thread finished; awaiting finish of 2 more threads
2017-05-29 20:11:51,528 : INFO : worker thread finished; awaiting finish of 1 more threads
2017-05-29 20:11:51,569 : INFO : worker thread finished; awaiting finish of 0 more threads
2017-05-29 20:11:51,570 : INFO : training on 460964220 raw words (348976135 effective words) took 1806.0s, 193234 effective words/s
2017-05-29 20:11:51,573 : INFO : training model with 8 workers on 62534 vocabulary and 200 features, using sg=0 hs=0 sample=0.001 negative=5 window=8
CPU times: user 2h 42min 30s, sys: 23.1 s, total: 2h 42min 53s
Wall time: 30min 5s
2017-05-29 20:11:52,584 : INFO : PROGRESS: at 0.04% examples, 220483 words/s, in_qsize 4, out_qsize 0
2017-05-29 20:11:53,585 : INFO : PROGRESS: at 0.13% examples, 312308 words/s, in_qsize 5, out_qsize 0
2017-05-29 20:11:54,658 : INFO : PROGRESS: at 0.25% examples, 344500 words/s, in_qsize 4, out_qsize 1
2017-05-29 20:11:55,686 : INFO : PROGRESS: at 0.42% examples, 359549 words/s, in_qsize 0, out_qsize 1
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2017-05-29 20:11:57,724 : INFO : PROGRESS: at 0.65% examples, 370840 words/s, in_qsize 3, out_qsize 0
2017-05-29 20:11:58,763 : INFO : PROGRESS: at 0.82% examples, 374596 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:11:59,767 : INFO : PROGRESS: at 0.96% examples, 377672 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:12:00,774 : INFO : PROGRESS: at 1.06% examples, 374685 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:12:01,821 : INFO : PROGRESS: at 1.18% examples, 378295 words/s, in_qsize 1, out_qsize 0
2017-05-29 20:12:02,859 : INFO : PROGRESS: at 1.28% examples, 378449 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:12:03,861 : INFO : PROGRESS: at 1.40% examples, 383430 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:12:04,862 : INFO : PROGRESS: at 1.52% examples, 386559 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:12:05,863 : INFO : PROGRESS: at 1.60% examples, 384984 words/s, in_qsize 2, out_qsize 0
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2017-05-29 20:12:07,875 : INFO : PROGRESS: at 1.81% examples, 386330 words/s, in_qsize 3, out_qsize 0
2017-05-29 20:12:08,883 : INFO : PROGRESS: at 1.95% examples, 387884 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:12:09,892 : INFO : PROGRESS: at 2.05% examples, 386778 words/s, in_qsize 1, out_qsize 0
2017-05-29 20:12:10,903 : INFO : PROGRESS: at 2.16% examples, 388486 words/s, in_qsize 1, out_qsize 0
2017-05-29 20:12:11,906 : INFO : PROGRESS: at 2.29% examples, 389104 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:12:12,911 : INFO : PROGRESS: at 2.43% examples, 390288 words/s, in_qsize 0, out_qsize 1
2017-05-29 20:12:13,932 : INFO : PROGRESS: at 2.54% examples, 389689 words/s, in_qsize 3, out_qsize 0
2017-05-29 20:12:14,955 : INFO : PROGRESS: at 2.67% examples, 391225 words/s, in_qsize 1, out_qsize 0
2017-05-29 20:12:16,002 : INFO : PROGRESS: at 2.76% examples, 389958 words/s, in_qsize 2, out_qsize 0
2017-05-29 20:12:17,054 : INFO : PROGRESS: at 2.87% examples, 390109 words/s, in_qsize 6, out_qsize 0
2017-05-29 20:12:18,061 : INFO : PROGRESS: at 2.99% examples, 391106 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:12:19,074 : INFO : PROGRESS: at 3.11% examples, 390721 words/s, in_qsize 2, out_qsize 1
2017-05-29 20:12:20,075 : INFO : PROGRESS: at 3.23% examples, 390956 words/s, in_qsize 12, out_qsize 0
2017-05-29 20:12:21,083 : INFO : PROGRESS: at 3.38% examples, 392764 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:12:22,101 : INFO : PROGRESS: at 3.48% examples, 391280 words/s, in_qsize 9, out_qsize 1
2017-05-29 20:12:23,109 : INFO : PROGRESS: at 3.61% examples, 393691 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:12:24,115 : INFO : PROGRESS: at 3.73% examples, 394044 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:12:25,146 : INFO : PROGRESS: at 3.82% examples, 392621 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:12:26,155 : INFO : PROGRESS: at 3.94% examples, 391514 words/s, in_qsize 1, out_qsize 0
2017-05-29 20:12:27,157 : INFO : PROGRESS: at 4.06% examples, 391632 words/s, in_qsize 4, out_qsize 0
2017-05-29 20:12:28,174 : INFO : PROGRESS: at 4.19% examples, 392183 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:12:29,180 : INFO : PROGRESS: at 4.28% examples, 392066 words/s, in_qsize 2, out_qsize 0
2017-05-29 20:12:30,193 : INFO : PROGRESS: at 4.38% examples, 392390 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:12:31,199 : INFO : PROGRESS: at 4.46% examples, 391941 words/s, in_qsize 3, out_qsize 0
2017-05-29 20:12:32,202 : INFO : PROGRESS: at 4.57% examples, 392504 words/s, in_qsize 3, out_qsize 0
2017-05-29 20:12:33,227 : INFO : PROGRESS: at 4.66% examples, 391704 words/s, in_qsize 4, out_qsize 1
2017-05-29 20:12:34,230 : INFO : PROGRESS: at 4.78% examples, 392396 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:12:35,233 : INFO : PROGRESS: at 4.89% examples, 391540 words/s, in_qsize 6, out_qsize 0
2017-05-29 20:12:36,248 : INFO : PROGRESS: at 4.99% examples, 392196 words/s, in_qsize 2, out_qsize 0
2017-05-29 20:12:37,262 : INFO : PROGRESS: at 5.08% examples, 390533 words/s, in_qsize 12, out_qsize 0
2017-05-29 20:12:38,271 : INFO : PROGRESS: at 5.18% examples, 391846 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:12:39,312 : INFO : PROGRESS: at 5.29% examples, 391155 words/s, in_qsize 6, out_qsize 0
2017-05-29 20:12:40,318 : INFO : PROGRESS: at 5.40% examples, 391740 words/s, in_qsize 4, out_qsize 0
2017-05-29 20:12:41,322 : INFO : PROGRESS: at 5.56% examples, 392974 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:12:42,356 : INFO : PROGRESS: at 5.70% examples, 392772 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:12:43,403 : INFO : PROGRESS: at 5.82% examples, 393294 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:12:44,410 : INFO : PROGRESS: at 5.93% examples, 392697 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:12:45,423 : INFO : PROGRESS: at 6.04% examples, 391889 words/s, in_qsize 3, out_qsize 4
2017-05-29 20:12:46,418 : INFO : PROGRESS: at 6.14% examples, 392445 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:12:47,420 : INFO : PROGRESS: at 6.27% examples, 392424 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:12:48,434 : INFO : PROGRESS: at 6.37% examples, 392436 words/s, in_qsize 1, out_qsize 0
2017-05-29 20:12:49,444 : INFO : PROGRESS: at 6.45% examples, 392119 words/s, in_qsize 6, out_qsize 0
2017-05-29 20:12:50,462 : INFO : PROGRESS: at 6.57% examples, 392142 words/s, in_qsize 9, out_qsize 1
2017-05-29 20:12:51,482 : INFO : PROGRESS: at 6.69% examples, 392624 words/s, in_qsize 4, out_qsize 0
2017-05-29 20:12:52,482 : INFO : PROGRESS: at 6.82% examples, 392686 words/s, in_qsize 4, out_qsize 0
2017-05-29 20:12:53,485 : INFO : PROGRESS: at 6.92% examples, 392543 words/s, in_qsize 8, out_qsize 0
2017-05-29 20:12:54,506 : INFO : PROGRESS: at 7.04% examples, 392857 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:12:55,507 : INFO : PROGRESS: at 7.16% examples, 393488 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:12:56,508 : INFO : PROGRESS: at 7.27% examples, 393239 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:12:57,528 : INFO : PROGRESS: at 7.38% examples, 392941 words/s, in_qsize 2, out_qsize 1
2017-05-29 20:12:58,546 : INFO : PROGRESS: at 7.49% examples, 392953 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:12:59,556 : INFO : PROGRESS: at 7.60% examples, 392653 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:13:00,561 : INFO : PROGRESS: at 7.70% examples, 392388 words/s, in_qsize 5, out_qsize 0
2017-05-29 20:13:01,563 : INFO : PROGRESS: at 7.83% examples, 392483 words/s, in_qsize 1, out_qsize 0
2017-05-29 20:13:02,586 : INFO : PROGRESS: at 7.98% examples, 392796 words/s, in_qsize 2, out_qsize 0
2017-05-29 20:13:03,596 : INFO : PROGRESS: at 8.15% examples, 393419 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:13:04,610 : INFO : PROGRESS: at 8.28% examples, 393098 words/s, in_qsize 1, out_qsize 0
2017-05-29 20:13:05,623 : INFO : PROGRESS: at 8.40% examples, 392731 words/s, in_qsize 3, out_qsize 1
2017-05-29 20:13:06,630 : INFO : PROGRESS: at 8.49% examples, 392779 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:13:07,632 : INFO : PROGRESS: at 8.58% examples, 392876 words/s, in_qsize 4, out_qsize 1
2017-05-29 20:13:08,670 : INFO : PROGRESS: at 8.71% examples, 393139 words/s, in_qsize 5, out_qsize 0
2017-05-29 20:13:09,675 : INFO : PROGRESS: at 8.82% examples, 393566 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:13:10,681 : INFO : PROGRESS: at 8.92% examples, 393328 words/s, in_qsize 6, out_qsize 0
2017-05-29 20:13:11,802 : INFO : PROGRESS: at 9.06% examples, 393230 words/s, in_qsize 7, out_qsize 0
2017-05-29 20:13:12,847 : INFO : PROGRESS: at 9.20% examples, 393638 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:13:13,855 : INFO : PROGRESS: at 9.31% examples, 393507 words/s, in_qsize 6, out_qsize 0
2017-05-29 20:13:14,861 : INFO : PROGRESS: at 9.43% examples, 394371 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:13:15,872 : INFO : PROGRESS: at 9.55% examples, 393961 words/s, in_qsize 5, out_qsize 0
2017-05-29 20:13:16,879 : INFO : PROGRESS: at 9.67% examples, 394472 words/s, in_qsize 3, out_qsize 0
2017-05-29 20:13:17,903 : INFO : PROGRESS: at 9.79% examples, 394649 words/s, in_qsize 4, out_qsize 0
2017-05-29 20:13:18,912 : INFO : PROGRESS: at 9.88% examples, 394617 words/s, in_qsize 8, out_qsize 0
2017-05-29 20:13:19,777 : INFO : finished iterating over Wikipedia corpus of 14901 documents with 46096422 positions (total 19857 articles, 46117421 positions before pruning articles shorter than 50 words)
2017-05-29 20:13:20,090 : INFO : PROGRESS: at 10.00% examples, 394247 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:13:21,127 : INFO : PROGRESS: at 10.07% examples, 393700 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:13:22,148 : INFO : PROGRESS: at 10.16% examples, 393558 words/s, in_qsize 2, out_qsize 0
2017-05-29 20:13:23,163 : INFO : PROGRESS: at 10.27% examples, 393262 words/s, in_qsize 7, out_qsize 0
2017-05-29 20:13:24,180 : INFO : PROGRESS: at 10.44% examples, 393287 words/s, in_qsize 3, out_qsize 1
2017-05-29 20:13:25,198 : INFO : PROGRESS: at 10.55% examples, 393242 words/s, in_qsize 0, out_qsize 2
2017-05-29 20:13:26,219 : INFO : PROGRESS: at 10.67% examples, 393511 words/s, in_qsize 3, out_qsize 0
2017-05-29 20:13:27,229 : INFO : PROGRESS: at 10.83% examples, 393369 words/s, in_qsize 3, out_qsize 0
2017-05-29 20:13:28,246 : INFO : PROGRESS: at 10.97% examples, 393400 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:13:29,252 : INFO : PROGRESS: at 11.10% examples, 393535 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:13:30,258 : INFO : PROGRESS: at 11.20% examples, 393395 words/s, in_qsize 3, out_qsize 0
2017-05-29 20:13:31,267 : INFO : PROGRESS: at 11.31% examples, 393808 words/s, in_qsize 2, out_qsize 1
2017-05-29 20:13:32,277 : INFO : PROGRESS: at 11.42% examples, 393876 words/s, in_qsize 5, out_qsize 0
2017-05-29 20:13:33,283 : INFO : PROGRESS: at 11.53% examples, 393983 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:13:34,289 : INFO : PROGRESS: at 11.63% examples, 393867 words/s, in_qsize 2, out_qsize 0
2017-05-29 20:13:35,308 : INFO : PROGRESS: at 11.74% examples, 394096 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:13:36,321 : INFO : PROGRESS: at 11.85% examples, 394186 words/s, in_qsize 2, out_qsize 0
2017-05-29 20:13:37,361 : INFO : PROGRESS: at 11.98% examples, 394089 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:13:38,469 : INFO : PROGRESS: at 12.09% examples, 394206 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:13:39,472 : INFO : PROGRESS: at 12.21% examples, 394274 words/s, in_qsize 2, out_qsize 0
2017-05-29 20:13:40,513 : INFO : PROGRESS: at 12.36% examples, 394663 words/s, in_qsize 2, out_qsize 0
2017-05-29 20:13:41,515 : INFO : PROGRESS: at 12.47% examples, 394351 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:13:42,566 : INFO : PROGRESS: at 12.59% examples, 394326 words/s, in_qsize 4, out_qsize 0
2017-05-29 20:13:43,647 : INFO : PROGRESS: at 12.71% examples, 394395 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:13:44,663 : INFO : PROGRESS: at 12.82% examples, 394328 words/s, in_qsize 4, out_qsize 0
2017-05-29 20:13:45,691 : INFO : PROGRESS: at 12.93% examples, 394389 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:13:46,718 : INFO : PROGRESS: at 13.04% examples, 394443 words/s, in_qsize 2, out_qsize 0
2017-05-29 20:13:47,729 : INFO : PROGRESS: at 13.17% examples, 394737 words/s, in_qsize 4, out_qsize 0
2017-05-29 20:13:48,737 : INFO : PROGRESS: at 13.29% examples, 394582 words/s, in_qsize 1, out_qsize 0
2017-05-29 20:13:49,758 : INFO : PROGRESS: at 13.44% examples, 394804 words/s, in_qsize 2, out_qsize 0
2017-05-29 20:13:50,760 : INFO : PROGRESS: at 13.55% examples, 395070 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:13:51,770 : INFO : PROGRESS: at 13.66% examples, 394947 words/s, in_qsize 1, out_qsize 0
2017-05-29 20:13:52,772 : INFO : PROGRESS: at 13.77% examples, 394891 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:13:53,832 : INFO : PROGRESS: at 13.88% examples, 394538 words/s, in_qsize 0, out_qsize 3
2017-05-29 20:13:54,809 : INFO : PROGRESS: at 13.98% examples, 394375 words/s, in_qsize 7, out_qsize 0
2017-05-29 20:13:55,831 : INFO : PROGRESS: at 14.13% examples, 394843 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:13:56,838 : INFO : PROGRESS: at 14.23% examples, 394204 words/s, in_qsize 4, out_qsize 2
2017-05-29 20:13:57,860 : INFO : PROGRESS: at 14.33% examples, 394688 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:13:58,878 : INFO : PROGRESS: at 14.40% examples, 394297 words/s, in_qsize 5, out_qsize 0
2017-05-29 20:13:59,902 : INFO : PROGRESS: at 14.51% examples, 394641 words/s, in_qsize 0, out_qsize 1
2017-05-29 20:14:00,904 : INFO : PROGRESS: at 14.62% examples, 394598 words/s, in_qsize 1, out_qsize 0
2017-05-29 20:14:01,910 : INFO : PROGRESS: at 14.72% examples, 394549 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:14:02,936 : INFO : PROGRESS: at 14.83% examples, 394400 words/s, in_qsize 2, out_qsize 1
2017-05-29 20:14:03,965 : INFO : PROGRESS: at 14.95% examples, 394357 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:14:04,994 : INFO : PROGRESS: at 15.05% examples, 394573 words/s, in_qsize 1, out_qsize 0
2017-05-29 20:14:06,004 : INFO : PROGRESS: at 15.13% examples, 394307 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:14:07,015 : INFO : PROGRESS: at 15.23% examples, 394430 words/s, in_qsize 1, out_qsize 0
2017-05-29 20:14:08,024 : INFO : PROGRESS: at 15.36% examples, 394461 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:14:09,042 : INFO : PROGRESS: at 15.47% examples, 394628 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:14:10,067 : INFO : PROGRESS: at 15.63% examples, 394535 words/s, in_qsize 1, out_qsize 1
2017-05-29 20:14:11,083 : INFO : PROGRESS: at 15.75% examples, 394290 words/s, in_qsize 9, out_qsize 0
2017-05-29 20:14:12,099 : INFO : PROGRESS: at 15.86% examples, 394488 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:14:13,122 : INFO : PROGRESS: at 15.98% examples, 394320 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:14:14,123 : INFO : PROGRESS: at 16.09% examples, 394178 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:14:15,144 : INFO : PROGRESS: at 16.20% examples, 394335 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:14:16,153 : INFO : PROGRESS: at 16.33% examples, 394306 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:14:17,254 : INFO : PROGRESS: at 16.42% examples, 394292 words/s, in_qsize 3, out_qsize 0
2017-05-29 20:14:18,257 : INFO : PROGRESS: at 16.54% examples, 394398 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:14:19,258 : INFO : PROGRESS: at 16.65% examples, 394553 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:14:20,277 : INFO : PROGRESS: at 16.78% examples, 394570 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:14:21,281 : INFO : PROGRESS: at 16.89% examples, 394394 words/s, in_qsize 1, out_qsize 0
2017-05-29 20:14:22,295 : INFO : PROGRESS: at 17.00% examples, 394417 words/s, in_qsize 3, out_qsize 0
2017-05-29 20:14:23,296 : INFO : PROGRESS: at 17.10% examples, 394403 words/s, in_qsize 6, out_qsize 0
2017-05-29 20:14:24,326 : INFO : PROGRESS: at 17.24% examples, 394649 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:14:25,341 : INFO : PROGRESS: at 17.35% examples, 394649 words/s, in_qsize 1, out_qsize 0
2017-05-29 20:14:26,342 : INFO : PROGRESS: at 17.47% examples, 394784 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:14:27,356 : INFO : PROGRESS: at 17.56% examples, 394326 words/s, in_qsize 4, out_qsize 0
2017-05-29 20:14:28,365 : INFO : PROGRESS: at 17.66% examples, 394308 words/s, in_qsize 7, out_qsize 0
2017-05-29 20:14:29,367 : INFO : PROGRESS: at 17.80% examples, 394550 words/s, in_qsize 1, out_qsize 0
2017-05-29 20:14:30,378 : INFO : PROGRESS: at 17.93% examples, 394517 words/s, in_qsize 3, out_qsize 0
2017-05-29 20:14:31,403 : INFO : PROGRESS: at 18.08% examples, 394476 words/s, in_qsize 6, out_qsize 0
2017-05-29 20:14:32,407 : INFO : PROGRESS: at 18.24% examples, 394542 words/s, in_qsize 6, out_qsize 0
2017-05-29 20:14:33,415 : INFO : PROGRESS: at 18.38% examples, 394576 words/s, in_qsize 0, out_qsize 1
2017-05-29 20:14:34,417 : INFO : PROGRESS: at 18.46% examples, 394429 words/s, in_qsize 0, out_qsize 1
2017-05-29 20:14:35,418 : INFO : PROGRESS: at 18.55% examples, 394540 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:14:36,418 : INFO : PROGRESS: at 18.66% examples, 394655 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:14:37,445 : INFO : PROGRESS: at 18.79% examples, 394785 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:14:38,452 : INFO : PROGRESS: at 18.87% examples, 394510 words/s, in_qsize 5, out_qsize 1
2017-05-29 20:14:39,484 : INFO : PROGRESS: at 18.98% examples, 394553 words/s, in_qsize 2, out_qsize 0
2017-05-29 20:14:40,485 : INFO : PROGRESS: at 19.15% examples, 394717 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:14:41,512 : INFO : PROGRESS: at 19.26% examples, 394701 words/s, in_qsize 1, out_qsize 1
2017-05-29 20:14:42,529 : INFO : PROGRESS: at 19.36% examples, 394559 words/s, in_qsize 11, out_qsize 0
2017-05-29 20:14:43,529 : INFO : PROGRESS: at 19.49% examples, 395009 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:14:44,554 : INFO : PROGRESS: at 19.61% examples, 394981 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:14:45,595 : INFO : PROGRESS: at 19.72% examples, 394934 words/s, in_qsize 0, out_qsize 2
2017-05-29 20:14:46,597 : INFO : PROGRESS: at 19.84% examples, 395088 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:14:47,661 : INFO : PROGRESS: at 19.92% examples, 395084 words/s, in_qsize 5, out_qsize 0
2017-05-29 20:14:47,995 : INFO : finished iterating over Wikipedia corpus of 14901 documents with 46096422 positions (total 19857 articles, 46117421 positions before pruning articles shorter than 50 words)
2017-05-29 20:14:48,685 : INFO : PROGRESS: at 20.01% examples, 394490 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:14:49,688 : INFO : PROGRESS: at 20.09% examples, 394248 words/s, in_qsize 5, out_qsize 2
2017-05-29 20:14:50,704 : INFO : PROGRESS: at 20.19% examples, 394261 words/s, in_qsize 5, out_qsize 0
2017-05-29 20:14:51,761 : INFO : PROGRESS: at 20.32% examples, 394300 words/s, in_qsize 2, out_qsize 0
2017-05-29 20:14:52,844 : INFO : PROGRESS: at 20.47% examples, 394058 words/s, in_qsize 1, out_qsize 1
2017-05-29 20:14:53,845 : INFO : PROGRESS: at 20.59% examples, 394336 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:14:54,857 : INFO : PROGRESS: at 20.73% examples, 394306 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:14:55,913 : INFO : PROGRESS: at 20.89% examples, 394153 words/s, in_qsize 3, out_qsize 0
2017-05-29 20:14:56,960 : INFO : PROGRESS: at 21.00% examples, 394093 words/s, in_qsize 1, out_qsize 0
2017-05-29 20:14:57,965 : INFO : PROGRESS: at 21.13% examples, 394142 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:14:58,965 : INFO : PROGRESS: at 21.22% examples, 393970 words/s, in_qsize 5, out_qsize 0
2017-05-29 20:14:59,999 : INFO : PROGRESS: at 21.33% examples, 394054 words/s, in_qsize 3, out_qsize 0
2017-05-29 20:15:01,010 : INFO : PROGRESS: at 21.45% examples, 394220 words/s, in_qsize 1, out_qsize 0
2017-05-29 20:15:02,013 : INFO : PROGRESS: at 21.54% examples, 394113 words/s, in_qsize 0, out_qsize 1
2017-05-29 20:15:03,045 : INFO : PROGRESS: at 21.66% examples, 394045 words/s, in_qsize 0, out_qsize 1
2017-05-29 20:15:04,081 : INFO : PROGRESS: at 21.75% examples, 394020 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:15:05,099 : INFO : PROGRESS: at 21.88% examples, 394188 words/s, in_qsize 2, out_qsize 0
2017-05-29 20:15:06,138 : INFO : PROGRESS: at 22.00% examples, 394036 words/s, in_qsize 0, out_qsize 3
2017-05-29 20:15:07,161 : INFO : PROGRESS: at 22.10% examples, 394185 words/s, in_qsize 2, out_qsize 0
2017-05-29 20:15:08,249 : INFO : PROGRESS: at 22.24% examples, 394097 words/s, in_qsize 8, out_qsize 0
2017-05-29 20:15:09,252 : INFO : PROGRESS: at 22.37% examples, 394144 words/s, in_qsize 5, out_qsize 1
2017-05-29 20:15:10,255 : INFO : PROGRESS: at 22.50% examples, 394307 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:15:11,265 : INFO : PROGRESS: at 22.61% examples, 394230 words/s, in_qsize 6, out_qsize 0
2017-05-29 20:15:12,267 : INFO : PROGRESS: at 22.73% examples, 394501 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:15:13,279 : INFO : PROGRESS: at 22.84% examples, 394511 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:15:14,295 : INFO : PROGRESS: at 22.95% examples, 394515 words/s, in_qsize 0, out_qsize 1
2017-05-29 20:15:15,318 : INFO : PROGRESS: at 23.05% examples, 394415 words/s, in_qsize 4, out_qsize 1
2017-05-29 20:15:16,340 : INFO : PROGRESS: at 23.18% examples, 394421 words/s, in_qsize 2, out_qsize 0
2017-05-29 20:15:17,370 : INFO : PROGRESS: at 23.34% examples, 394552 words/s, in_qsize 6, out_qsize 0
2017-05-29 20:15:18,393 : INFO : PROGRESS: at 23.46% examples, 394710 words/s, in_qsize 1, out_qsize 0
2017-05-29 20:15:19,399 : INFO : PROGRESS: at 23.56% examples, 394686 words/s, in_qsize 3, out_qsize 0
2017-05-29 20:15:20,409 : INFO : PROGRESS: at 23.69% examples, 394802 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:15:21,450 : INFO : PROGRESS: at 23.78% examples, 394668 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:15:22,469 : INFO : PROGRESS: at 23.90% examples, 394502 words/s, in_qsize 3, out_qsize 0
2017-05-29 20:15:23,477 : INFO : PROGRESS: at 24.03% examples, 394690 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:15:24,483 : INFO : PROGRESS: at 24.15% examples, 394578 words/s, in_qsize 1, out_qsize 0
2017-05-29 20:15:25,496 : INFO : PROGRESS: at 24.24% examples, 394474 words/s, in_qsize 2, out_qsize 0
2017-05-29 20:15:26,541 : INFO : PROGRESS: at 24.34% examples, 394529 words/s, in_qsize 2, out_qsize 0
2017-05-29 20:15:27,548 : INFO : PROGRESS: at 24.42% examples, 394409 words/s, in_qsize 6, out_qsize 1
2017-05-29 20:15:28,573 : INFO : PROGRESS: at 24.53% examples, 394471 words/s, in_qsize 4, out_qsize 0
2017-05-29 20:15:29,706 : INFO : PROGRESS: at 24.65% examples, 394424 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:15:30,744 : INFO : PROGRESS: at 24.76% examples, 394435 words/s, in_qsize 6, out_qsize 0
2017-05-29 20:15:31,749 : INFO : PROGRESS: at 24.88% examples, 394487 words/s, in_qsize 4, out_qsize 0
2017-05-29 20:15:32,753 : INFO : PROGRESS: at 24.98% examples, 394555 words/s, in_qsize 1, out_qsize 0
2017-05-29 20:15:33,858 : INFO : PROGRESS: at 25.08% examples, 394285 words/s, in_qsize 12, out_qsize 0
2017-05-29 20:15:34,888 : INFO : PROGRESS: at 25.18% examples, 394525 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:15:35,919 : INFO : PROGRESS: at 25.29% examples, 394368 words/s, in_qsize 5, out_qsize 0
2017-05-29 20:15:36,923 : INFO : PROGRESS: at 25.41% examples, 394627 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:15:37,993 : INFO : PROGRESS: at 25.56% examples, 394592 words/s, in_qsize 1, out_qsize 2
2017-05-29 20:15:39,039 : INFO : PROGRESS: at 25.70% examples, 394521 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:15:40,041 : INFO : PROGRESS: at 25.82% examples, 394706 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:15:41,050 : INFO : PROGRESS: at 25.93% examples, 394532 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:15:42,057 : INFO : PROGRESS: at 26.05% examples, 394467 words/s, in_qsize 1, out_qsize 1
2017-05-29 20:15:43,102 : INFO : PROGRESS: at 26.14% examples, 394330 words/s, in_qsize 3, out_qsize 3
2017-05-29 20:15:44,107 : INFO : PROGRESS: at 26.28% examples, 394498 words/s, in_qsize 1, out_qsize 0
2017-05-29 20:15:45,136 : INFO : PROGRESS: at 26.38% examples, 394545 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:15:46,194 : INFO : PROGRESS: at 26.48% examples, 394485 words/s, in_qsize 2, out_qsize 0
2017-05-29 20:15:47,195 : INFO : PROGRESS: at 26.59% examples, 394512 words/s, in_qsize 5, out_qsize 1
2017-05-29 20:15:48,209 : INFO : PROGRESS: at 26.72% examples, 394623 words/s, in_qsize 0, out_qsize 1
2017-05-29 20:15:49,324 : INFO : PROGRESS: at 26.85% examples, 394575 words/s, in_qsize 4, out_qsize 0
2017-05-29 20:15:50,326 : INFO : PROGRESS: at 26.96% examples, 394707 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:15:51,345 : INFO : PROGRESS: at 27.08% examples, 394727 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:15:52,373 : INFO : PROGRESS: at 27.20% examples, 394685 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:15:53,388 : INFO : PROGRESS: at 27.30% examples, 394650 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:15:54,394 : INFO : PROGRESS: at 27.41% examples, 394659 words/s, in_qsize 4, out_qsize 0
2017-05-29 20:15:55,399 : INFO : PROGRESS: at 27.51% examples, 394653 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:15:56,439 : INFO : PROGRESS: at 27.63% examples, 394441 words/s, in_qsize 0, out_qsize 2
2017-05-29 20:15:57,442 : INFO : PROGRESS: at 27.74% examples, 394463 words/s, in_qsize 4, out_qsize 2
2017-05-29 20:15:58,479 : INFO : PROGRESS: at 27.88% examples, 394392 words/s, in_qsize 1, out_qsize 0
2017-05-29 20:15:59,493 : INFO : PROGRESS: at 28.02% examples, 394425 words/s, in_qsize 6, out_qsize 0
2017-05-29 20:16:00,522 : INFO : PROGRESS: at 28.18% examples, 394506 words/s, in_qsize 2, out_qsize 0
2017-05-29 20:16:01,527 : INFO : PROGRESS: at 28.31% examples, 394416 words/s, in_qsize 12, out_qsize 0
2017-05-29 20:16:02,540 : INFO : PROGRESS: at 28.42% examples, 394487 words/s, in_qsize 6, out_qsize 0
2017-05-29 20:16:03,549 : INFO : PROGRESS: at 28.52% examples, 394632 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:16:04,549 : INFO : PROGRESS: at 28.62% examples, 394617 words/s, in_qsize 2, out_qsize 0
2017-05-29 20:16:05,554 : INFO : PROGRESS: at 28.76% examples, 394760 words/s, in_qsize 1, out_qsize 0
2017-05-29 20:16:06,563 : INFO : PROGRESS: at 28.86% examples, 394822 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:16:07,566 : INFO : PROGRESS: at 28.95% examples, 394728 words/s, in_qsize 1, out_qsize 1
2017-05-29 20:16:08,597 : INFO : PROGRESS: at 29.09% examples, 394634 words/s, in_qsize 6, out_qsize 0
2017-05-29 20:16:09,602 : INFO : PROGRESS: at 29.23% examples, 394837 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:16:10,617 : INFO : PROGRESS: at 29.34% examples, 394783 words/s, in_qsize 5, out_qsize 0
2017-05-29 20:16:11,620 : INFO : PROGRESS: at 29.45% examples, 394920 words/s, in_qsize 2, out_qsize 0
2017-05-29 20:16:12,626 : INFO : PROGRESS: at 29.56% examples, 394813 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:16:13,682 : INFO : PROGRESS: at 29.69% examples, 394886 words/s, in_qsize 5, out_qsize 1
2017-05-29 20:16:14,693 : INFO : PROGRESS: at 29.81% examples, 395037 words/s, in_qsize 5, out_qsize 1
2017-05-29 20:16:15,706 : INFO : PROGRESS: at 29.90% examples, 395088 words/s, in_qsize 5, out_qsize 0
2017-05-29 20:16:16,419 : INFO : finished iterating over Wikipedia corpus of 14901 documents with 46096422 positions (total 19857 articles, 46117421 positions before pruning articles shorter than 50 words)
2017-05-29 20:16:16,735 : INFO : PROGRESS: at 30.00% examples, 394823 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:16:17,746 : INFO : PROGRESS: at 30.07% examples, 394675 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:16:18,783 : INFO : PROGRESS: at 30.18% examples, 394731 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:16:19,796 : INFO : PROGRESS: at 30.28% examples, 394619 words/s, in_qsize 8, out_qsize 0
2017-05-29 20:16:20,798 : INFO : PROGRESS: at 30.45% examples, 394716 words/s, in_qsize 1, out_qsize 0
2017-05-29 20:16:21,821 : INFO : PROGRESS: at 30.56% examples, 394708 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:16:22,833 : INFO : PROGRESS: at 30.70% examples, 394848 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:16:23,846 : INFO : PROGRESS: at 30.85% examples, 394732 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:16:24,883 : INFO : PROGRESS: at 30.98% examples, 394707 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:16:25,901 : INFO : PROGRESS: at 31.10% examples, 394679 words/s, in_qsize 2, out_qsize 0
2017-05-29 20:16:26,916 : INFO : PROGRESS: at 31.22% examples, 394788 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:16:27,921 : INFO : PROGRESS: at 31.32% examples, 394742 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:16:28,928 : INFO : PROGRESS: at 31.43% examples, 394846 words/s, in_qsize 1, out_qsize 0
2017-05-29 20:16:29,932 : INFO : PROGRESS: at 31.53% examples, 394751 words/s, in_qsize 2, out_qsize 0
2017-05-29 20:16:30,935 : INFO : PROGRESS: at 31.65% examples, 394884 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:16:31,935 : INFO : PROGRESS: at 31.74% examples, 394788 words/s, in_qsize 0, out_qsize 1
2017-05-29 20:16:32,941 : INFO : PROGRESS: at 31.85% examples, 394834 words/s, in_qsize 1, out_qsize 1
2017-05-29 20:16:33,976 : INFO : PROGRESS: at 31.98% examples, 394822 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:16:35,000 : INFO : PROGRESS: at 32.09% examples, 394876 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:16:36,017 : INFO : PROGRESS: at 32.20% examples, 394890 words/s, in_qsize 5, out_qsize 0
2017-05-29 20:16:37,021 : INFO : PROGRESS: at 32.34% examples, 394979 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:16:38,034 : INFO : PROGRESS: at 32.48% examples, 395001 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:16:39,073 : INFO : PROGRESS: at 32.59% examples, 395006 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:16:40,088 : INFO : PROGRESS: at 32.70% examples, 395067 words/s, in_qsize 1, out_qsize 0
2017-05-29 20:16:41,093 : INFO : PROGRESS: at 32.83% examples, 395200 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:16:42,118 : INFO : PROGRESS: at 32.92% examples, 395036 words/s, in_qsize 6, out_qsize 0
2017-05-29 20:16:43,131 : INFO : PROGRESS: at 33.04% examples, 395176 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:16:44,155 : INFO : PROGRESS: at 33.17% examples, 395198 words/s, in_qsize 3, out_qsize 0
2017-05-29 20:16:45,157 : INFO : PROGRESS: at 33.29% examples, 395215 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:16:46,179 : INFO : PROGRESS: at 33.44% examples, 395298 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:16:47,181 : INFO : PROGRESS: at 33.55% examples, 395388 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:16:48,196 : INFO : PROGRESS: at 33.66% examples, 395325 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:16:49,225 : INFO : PROGRESS: at 33.76% examples, 395210 words/s, in_qsize 4, out_qsize 1
2017-05-29 20:16:50,276 : INFO : PROGRESS: at 33.88% examples, 395117 words/s, in_qsize 0, out_qsize 1
2017-05-29 20:16:51,277 : INFO : PROGRESS: at 33.99% examples, 395083 words/s, in_qsize 7, out_qsize 0
2017-05-29 20:16:52,279 : INFO : PROGRESS: at 34.12% examples, 395135 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:16:53,279 : INFO : PROGRESS: at 34.23% examples, 395086 words/s, in_qsize 0, out_qsize 1
2017-05-29 20:16:54,280 : INFO : PROGRESS: at 34.33% examples, 395236 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:16:55,295 : INFO : PROGRESS: at 34.40% examples, 395049 words/s, in_qsize 4, out_qsize 0
2017-05-29 20:16:56,300 : INFO : PROGRESS: at 34.50% examples, 395086 words/s, in_qsize 2, out_qsize 0
2017-05-29 20:16:57,361 : INFO : PROGRESS: at 34.62% examples, 395097 words/s, in_qsize 6, out_qsize 0
2017-05-29 20:16:58,382 : INFO : PROGRESS: at 34.71% examples, 394993 words/s, in_qsize 9, out_qsize 0
2017-05-29 20:16:59,394 : INFO : PROGRESS: at 34.84% examples, 395123 words/s, in_qsize 2, out_qsize 0
2017-05-29 20:17:00,400 : INFO : PROGRESS: at 34.95% examples, 395141 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:17:01,424 : INFO : PROGRESS: at 35.05% examples, 395098 words/s, in_qsize 1, out_qsize 0
2017-05-29 20:17:02,430 : INFO : PROGRESS: at 35.13% examples, 395037 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:17:03,443 : INFO : PROGRESS: at 35.23% examples, 395033 words/s, in_qsize 8, out_qsize 0
2017-05-29 20:17:04,462 : INFO : PROGRESS: at 35.35% examples, 395056 words/s, in_qsize 2, out_qsize 0
2017-05-29 20:17:05,475 : INFO : PROGRESS: at 35.46% examples, 395085 words/s, in_qsize 10, out_qsize 0
2017-05-29 20:17:06,477 : INFO : PROGRESS: at 35.63% examples, 395186 words/s, in_qsize 1, out_qsize 2
2017-05-29 20:17:07,477 : INFO : PROGRESS: at 35.76% examples, 395151 words/s, in_qsize 4, out_qsize 0
2017-05-29 20:17:08,481 : INFO : PROGRESS: at 35.86% examples, 395190 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:17:09,539 : INFO : PROGRESS: at 36.00% examples, 395157 words/s, in_qsize 6, out_qsize 0
2017-05-29 20:17:10,551 : INFO : PROGRESS: at 36.10% examples, 395180 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:17:11,569 : INFO : PROGRESS: at 36.22% examples, 395169 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:17:12,580 : INFO : PROGRESS: at 36.34% examples, 395238 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:17:13,591 : INFO : PROGRESS: at 36.42% examples, 395165 words/s, in_qsize 3, out_qsize 0
2017-05-29 20:17:14,614 : INFO : PROGRESS: at 36.55% examples, 395295 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:17:15,626 : INFO : PROGRESS: at 36.65% examples, 395220 words/s, in_qsize 8, out_qsize 1
2017-05-29 20:17:16,664 : INFO : PROGRESS: at 36.78% examples, 395283 words/s, in_qsize 4, out_qsize 0
2017-05-29 20:17:17,675 : INFO : PROGRESS: at 36.91% examples, 395355 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:17:18,680 : INFO : PROGRESS: at 37.02% examples, 395373 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:17:19,742 : INFO : PROGRESS: at 37.13% examples, 395412 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:17:20,825 : INFO : PROGRESS: at 37.26% examples, 395309 words/s, in_qsize 2, out_qsize 0
2017-05-29 20:17:21,849 : INFO : PROGRESS: at 37.37% examples, 395388 words/s, in_qsize 1, out_qsize 0
2017-05-29 20:17:22,860 : INFO : PROGRESS: at 37.49% examples, 395376 words/s, in_qsize 1, out_qsize 1
2017-05-29 20:17:23,912 : INFO : PROGRESS: at 37.59% examples, 395242 words/s, in_qsize 4, out_qsize 0
2017-05-29 20:17:24,927 : INFO : PROGRESS: at 37.71% examples, 395321 words/s, in_qsize 1, out_qsize 2
2017-05-29 20:17:25,995 : INFO : PROGRESS: at 37.85% examples, 395303 words/s, in_qsize 2, out_qsize 0
2017-05-29 20:17:27,001 : INFO : PROGRESS: at 37.98% examples, 395302 words/s, in_qsize 5, out_qsize 0
2017-05-29 20:17:28,023 : INFO : PROGRESS: at 38.15% examples, 395432 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:17:29,049 : INFO : PROGRESS: at 38.29% examples, 395348 words/s, in_qsize 4, out_qsize 0
2017-05-29 20:17:30,063 : INFO : PROGRESS: at 38.41% examples, 395373 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:17:31,065 : INFO : PROGRESS: at 38.49% examples, 395295 words/s, in_qsize 0, out_qsize 1
2017-05-29 20:17:32,072 : INFO : PROGRESS: at 38.59% examples, 395361 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:17:33,089 : INFO : PROGRESS: at 38.72% examples, 395417 words/s, in_qsize 2, out_qsize 0
2017-05-29 20:17:34,093 : INFO : PROGRESS: at 38.82% examples, 395405 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:17:35,107 : INFO : PROGRESS: at 38.92% examples, 395343 words/s, in_qsize 4, out_qsize 0
2017-05-29 20:17:36,114 : INFO : PROGRESS: at 39.06% examples, 395400 words/s, in_qsize 4, out_qsize 0
2017-05-29 20:17:37,139 : INFO : PROGRESS: at 39.18% examples, 395380 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:17:38,140 : INFO : PROGRESS: at 39.30% examples, 395400 words/s, in_qsize 1, out_qsize 0
2017-05-29 20:17:39,157 : INFO : PROGRESS: at 39.41% examples, 395430 words/s, in_qsize 3, out_qsize 0
2017-05-29 20:17:40,188 : INFO : PROGRESS: at 39.52% examples, 395362 words/s, in_qsize 2, out_qsize 0
2017-05-29 20:17:41,189 : INFO : PROGRESS: at 39.66% examples, 395527 words/s, in_qsize 3, out_qsize 0
2017-05-29 20:17:42,211 : INFO : PROGRESS: at 39.78% examples, 395641 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:17:43,264 : INFO : PROGRESS: at 39.87% examples, 395549 words/s, in_qsize 5, out_qsize 0
2017-05-29 20:17:44,239 : INFO : finished iterating over Wikipedia corpus of 14901 documents with 46096422 positions (total 19857 articles, 46117421 positions before pruning articles shorter than 50 words)
2017-05-29 20:17:44,511 : INFO : PROGRESS: at 40.00% examples, 395513 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:17:45,560 : INFO : PROGRESS: at 40.07% examples, 395370 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:17:46,566 : INFO : PROGRESS: at 40.17% examples, 395376 words/s, in_qsize 0, out_qsize 1
2017-05-29 20:17:47,592 : INFO : PROGRESS: at 40.29% examples, 395407 words/s, in_qsize 0, out_qsize 2
2017-05-29 20:17:48,598 : INFO : PROGRESS: at 40.45% examples, 395411 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:17:49,616 : INFO : PROGRESS: at 40.56% examples, 395395 words/s, in_qsize 1, out_qsize 0
2017-05-29 20:17:50,625 : INFO : PROGRESS: at 40.69% examples, 395448 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:17:51,646 : INFO : PROGRESS: at 40.85% examples, 395376 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:17:52,666 : INFO : PROGRESS: at 40.98% examples, 395365 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:17:53,688 : INFO : PROGRESS: at 41.10% examples, 395303 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:17:54,721 : INFO : PROGRESS: at 41.21% examples, 395305 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:17:55,723 : INFO : PROGRESS: at 41.32% examples, 395432 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:17:56,723 : INFO : PROGRESS: at 41.42% examples, 395382 words/s, in_qsize 2, out_qsize 0
2017-05-29 20:17:57,772 : INFO : PROGRESS: at 41.53% examples, 395340 words/s, in_qsize 0, out_qsize 1
2017-05-29 20:17:58,772 : INFO : PROGRESS: at 41.64% examples, 395414 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:17:59,787 : INFO : PROGRESS: at 41.73% examples, 395324 words/s, in_qsize 9, out_qsize 0
2017-05-29 20:18:00,797 : INFO : PROGRESS: at 41.84% examples, 395393 words/s, in_qsize 9, out_qsize 0
2017-05-29 20:18:01,806 : INFO : PROGRESS: at 41.98% examples, 395417 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:18:02,808 : INFO : PROGRESS: at 42.09% examples, 395487 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:18:03,843 : INFO : PROGRESS: at 42.20% examples, 395425 words/s, in_qsize 4, out_qsize 0
2017-05-29 20:18:04,845 : INFO : PROGRESS: at 42.32% examples, 395398 words/s, in_qsize 8, out_qsize 0
2017-05-29 20:18:05,864 : INFO : PROGRESS: at 42.47% examples, 395526 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:18:06,884 : INFO : PROGRESS: at 42.58% examples, 395497 words/s, in_qsize 0, out_qsize 3
2017-05-29 20:18:07,876 : INFO : PROGRESS: at 42.70% examples, 395630 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:18:08,887 : INFO : PROGRESS: at 42.80% examples, 395493 words/s, in_qsize 4, out_qsize 0
2017-05-29 20:18:09,899 : INFO : PROGRESS: at 42.90% examples, 395553 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:18:10,920 : INFO : PROGRESS: at 43.00% examples, 395425 words/s, in_qsize 6, out_qsize 0
2017-05-29 20:18:11,921 : INFO : PROGRESS: at 43.14% examples, 395502 words/s, in_qsize 0, out_qsize 2
2017-05-29 20:18:12,921 : INFO : PROGRESS: at 43.26% examples, 395546 words/s, in_qsize 4, out_qsize 0
2017-05-29 20:18:13,935 : INFO : PROGRESS: at 43.40% examples, 395540 words/s, in_qsize 5, out_qsize 0
2017-05-29 20:18:14,937 : INFO : PROGRESS: at 43.51% examples, 395520 words/s, in_qsize 9, out_qsize 0
2017-05-29 20:18:15,951 : INFO : PROGRESS: at 43.63% examples, 395668 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:18:16,963 : INFO : PROGRESS: at 43.76% examples, 395687 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:18:17,984 : INFO : PROGRESS: at 43.85% examples, 395528 words/s, in_qsize 2, out_qsize 0
2017-05-29 20:18:18,985 : INFO : PROGRESS: at 43.96% examples, 395540 words/s, in_qsize 2, out_qsize 0
2017-05-29 20:18:19,998 : INFO : PROGRESS: at 44.09% examples, 395554 words/s, in_qsize 2, out_qsize 0
2017-05-29 20:18:20,998 : INFO : PROGRESS: at 44.21% examples, 395518 words/s, in_qsize 3, out_qsize 0
2017-05-29 20:18:22,032 : INFO : PROGRESS: at 44.30% examples, 395532 words/s, in_qsize 4, out_qsize 1
2017-05-29 20:18:23,053 : INFO : PROGRESS: at 44.39% examples, 395523 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:18:24,054 : INFO : PROGRESS: at 44.50% examples, 395600 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:18:25,080 : INFO : PROGRESS: at 44.60% examples, 395541 words/s, in_qsize 2, out_qsize 1
2017-05-29 20:18:26,127 : INFO : PROGRESS: at 44.69% examples, 395457 words/s, in_qsize 6, out_qsize 0
2017-05-29 20:18:27,127 : INFO : PROGRESS: at 44.81% examples, 395492 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:18:28,140 : INFO : PROGRESS: at 44.94% examples, 395545 words/s, in_qsize 2, out_qsize 1
2017-05-29 20:18:29,141 : INFO : PROGRESS: at 45.04% examples, 395580 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:18:30,142 : INFO : PROGRESS: at 45.09% examples, 395316 words/s, in_qsize 12, out_qsize 0
2017-05-29 20:18:31,144 : INFO : PROGRESS: at 45.21% examples, 395484 words/s, in_qsize 2, out_qsize 0
2017-05-29 20:18:32,167 : INFO : PROGRESS: at 45.33% examples, 395465 words/s, in_qsize 6, out_qsize 0
2017-05-29 20:18:33,169 : INFO : PROGRESS: at 45.44% examples, 395564 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:18:34,184 : INFO : PROGRESS: at 45.60% examples, 395507 words/s, in_qsize 1, out_qsize 0
2017-05-29 20:18:35,201 : INFO : PROGRESS: at 45.73% examples, 395516 words/s, in_qsize 1, out_qsize 2
2017-05-29 20:18:36,263 : INFO : PROGRESS: at 45.84% examples, 395489 words/s, in_qsize 3, out_qsize 0
2017-05-29 20:18:37,278 : INFO : PROGRESS: at 45.97% examples, 395501 words/s, in_qsize 0, out_qsize 1
2017-05-29 20:18:38,303 : INFO : PROGRESS: at 46.09% examples, 395421 words/s, in_qsize 1, out_qsize 0
2017-05-29 20:18:39,322 : INFO : PROGRESS: at 46.18% examples, 395448 words/s, in_qsize 2, out_qsize 0
2017-05-29 20:18:40,328 : INFO : PROGRESS: at 46.31% examples, 395414 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:18:41,340 : INFO : PROGRESS: at 46.40% examples, 395454 words/s, in_qsize 2, out_qsize 0
2017-05-29 20:18:42,369 : INFO : PROGRESS: at 46.51% examples, 395460 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:18:43,377 : INFO : PROGRESS: at 46.62% examples, 395490 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:18:44,399 : INFO : PROGRESS: at 46.75% examples, 395472 words/s, in_qsize 4, out_qsize 0
2017-05-29 20:18:45,416 : INFO : PROGRESS: at 46.87% examples, 395488 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:18:46,427 : INFO : PROGRESS: at 46.96% examples, 395424 words/s, in_qsize 2, out_qsize 0
2017-05-29 20:18:47,428 : INFO : PROGRESS: at 47.09% examples, 395542 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:18:48,446 : INFO : PROGRESS: at 47.21% examples, 395500 words/s, in_qsize 2, out_qsize 0
2017-05-29 20:18:49,465 : INFO : PROGRESS: at 47.30% examples, 395396 words/s, in_qsize 5, out_qsize 0
2017-05-29 20:18:50,531 : INFO : PROGRESS: at 47.42% examples, 395426 words/s, in_qsize 6, out_qsize 0
2017-05-29 20:18:51,550 : INFO : PROGRESS: at 47.53% examples, 395450 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:18:52,565 : INFO : PROGRESS: at 47.65% examples, 395395 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:18:53,567 : INFO : PROGRESS: at 47.76% examples, 395369 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:18:54,568 : INFO : PROGRESS: at 47.90% examples, 395326 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:18:55,613 : INFO : PROGRESS: at 48.04% examples, 395321 words/s, in_qsize 3, out_qsize 0
2017-05-29 20:18:56,620 : INFO : PROGRESS: at 48.21% examples, 395406 words/s, in_qsize 1, out_qsize 0
2017-05-29 20:18:57,644 : INFO : PROGRESS: at 48.34% examples, 395384 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:18:58,664 : INFO : PROGRESS: at 48.43% examples, 395308 words/s, in_qsize 1, out_qsize 0
2017-05-29 20:18:59,708 : INFO : PROGRESS: at 48.52% examples, 395310 words/s, in_qsize 1, out_qsize 0
2017-05-29 20:19:00,722 : INFO : PROGRESS: at 48.64% examples, 395371 words/s, in_qsize 1, out_qsize 0
2017-05-29 20:19:01,724 : INFO : PROGRESS: at 48.76% examples, 395370 words/s, in_qsize 1, out_qsize 0
2017-05-29 20:19:02,734 : INFO : PROGRESS: at 48.86% examples, 395399 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:19:03,738 : INFO : PROGRESS: at 48.96% examples, 395383 words/s, in_qsize 7, out_qsize 0
2017-05-29 20:19:04,750 : INFO : PROGRESS: at 49.10% examples, 395371 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:19:05,762 : INFO : PROGRESS: at 49.23% examples, 395410 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:19:06,782 : INFO : PROGRESS: at 49.35% examples, 395409 words/s, in_qsize 4, out_qsize 0
2017-05-29 20:19:07,793 : INFO : PROGRESS: at 49.45% examples, 395458 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:19:08,812 : INFO : PROGRESS: at 49.58% examples, 395457 words/s, in_qsize 2, out_qsize 0
2017-05-29 20:19:09,819 : INFO : PROGRESS: at 49.70% examples, 395515 words/s, in_qsize 4, out_qsize 1
2017-05-29 20:19:10,832 : INFO : PROGRESS: at 49.83% examples, 395621 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:19:11,854 : INFO : PROGRESS: at 49.91% examples, 395635 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:19:12,438 : INFO : finished iterating over Wikipedia corpus of 14901 documents with 46096422 positions (total 19857 articles, 46117421 positions before pruning articles shorter than 50 words)
2017-05-29 20:19:12,911 : INFO : PROGRESS: at 50.01% examples, 395479 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:19:13,930 : INFO : PROGRESS: at 50.08% examples, 395332 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:19:14,968 : INFO : PROGRESS: at 50.18% examples, 395324 words/s, in_qsize 3, out_qsize 1
2017-05-29 20:19:15,974 : INFO : PROGRESS: at 50.30% examples, 395407 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:19:16,998 : INFO : PROGRESS: at 50.47% examples, 395410 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:19:18,002 : INFO : PROGRESS: at 50.57% examples, 395320 words/s, in_qsize 4, out_qsize 0
2017-05-29 20:19:19,010 : INFO : PROGRESS: at 50.70% examples, 395394 words/s, in_qsize 2, out_qsize 0
2017-05-29 20:19:20,028 : INFO : PROGRESS: at 50.86% examples, 395344 words/s, in_qsize 2, out_qsize 0
2017-05-29 20:19:21,050 : INFO : PROGRESS: at 50.98% examples, 395322 words/s, in_qsize 5, out_qsize 0
2017-05-29 20:19:22,057 : INFO : PROGRESS: at 51.11% examples, 395353 words/s, in_qsize 7, out_qsize 0
2017-05-29 20:19:23,067 : INFO : PROGRESS: at 51.22% examples, 395397 words/s, in_qsize 2, out_qsize 0
2017-05-29 20:19:24,137 : INFO : PROGRESS: at 51.33% examples, 395402 words/s, in_qsize 3, out_qsize 0
2017-05-29 20:19:25,143 : INFO : PROGRESS: at 51.45% examples, 395488 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:19:26,148 : INFO : PROGRESS: at 51.55% examples, 395461 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:19:27,148 : INFO : PROGRESS: at 51.66% examples, 395420 words/s, in_qsize 1, out_qsize 0
2017-05-29 20:19:28,151 : INFO : PROGRESS: at 51.77% examples, 395505 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:19:29,163 : INFO : PROGRESS: at 51.87% examples, 395480 words/s, in_qsize 2, out_qsize 0
2017-05-29 20:19:30,169 : INFO : PROGRESS: at 52.00% examples, 395489 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:19:31,217 : INFO : PROGRESS: at 52.10% examples, 395519 words/s, in_qsize 1, out_qsize 0
2017-05-29 20:19:32,220 : INFO : PROGRESS: at 52.23% examples, 395516 words/s, in_qsize 2, out_qsize 0
2017-05-29 20:19:33,223 : INFO : PROGRESS: at 52.37% examples, 395559 words/s, in_qsize 1, out_qsize 0
2017-05-29 20:19:34,233 : INFO : PROGRESS: at 52.50% examples, 395604 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:19:35,266 : INFO : PROGRESS: at 52.61% examples, 395590 words/s, in_qsize 1, out_qsize 0
2017-05-29 20:19:36,276 : INFO : PROGRESS: at 52.73% examples, 395638 words/s, in_qsize 2, out_qsize 1
2017-05-29 20:19:37,280 : INFO : PROGRESS: at 52.85% examples, 395695 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:19:38,285 : INFO : PROGRESS: at 52.95% examples, 395675 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:19:39,289 : INFO : PROGRESS: at 53.05% examples, 395671 words/s, in_qsize 5, out_qsize 0
2017-05-29 20:19:40,293 : INFO : PROGRESS: at 53.19% examples, 395783 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:19:41,311 : INFO : PROGRESS: at 53.33% examples, 395722 words/s, in_qsize 2, out_qsize 1
2017-05-29 20:19:42,318 : INFO : PROGRESS: at 53.45% examples, 395746 words/s, in_qsize 5, out_qsize 0
2017-05-29 20:19:43,360 : INFO : PROGRESS: at 53.55% examples, 395745 words/s, in_qsize 3, out_qsize 0
2017-05-29 20:19:44,389 : INFO : PROGRESS: at 53.69% examples, 395794 words/s, in_qsize 0, out_qsize 3
2017-05-29 20:19:45,395 : INFO : PROGRESS: at 53.78% examples, 395759 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:19:46,405 : INFO : PROGRESS: at 53.89% examples, 395659 words/s, in_qsize 2, out_qsize 0
2017-05-29 20:19:47,414 : INFO : PROGRESS: at 54.00% examples, 395641 words/s, in_qsize 4, out_qsize 0
2017-05-29 20:19:48,423 : INFO : PROGRESS: at 54.14% examples, 395671 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:19:49,445 : INFO : PROGRESS: at 54.24% examples, 395654 words/s, in_qsize 1, out_qsize 0
2017-05-29 20:19:50,460 : INFO : PROGRESS: at 54.33% examples, 395637 words/s, in_qsize 1, out_qsize 0
2017-05-29 20:19:51,469 : INFO : PROGRESS: at 54.41% examples, 395613 words/s, in_qsize 6, out_qsize 0
2017-05-29 20:19:52,471 : INFO : PROGRESS: at 54.52% examples, 395679 words/s, in_qsize 3, out_qsize 0
2017-05-29 20:19:53,474 : INFO : PROGRESS: at 54.64% examples, 395733 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:19:54,566 : INFO : PROGRESS: at 54.75% examples, 395664 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:19:55,572 : INFO : PROGRESS: at 54.85% examples, 395612 words/s, in_qsize 2, out_qsize 0
2017-05-29 20:19:56,592 : INFO : PROGRESS: at 54.97% examples, 395630 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:19:57,613 : INFO : PROGRESS: at 55.06% examples, 395609 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:19:58,620 : INFO : PROGRESS: at 55.14% examples, 395517 words/s, in_qsize 7, out_qsize 0
2017-05-29 20:19:59,622 : INFO : PROGRESS: at 55.25% examples, 395600 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:20:00,631 : INFO : PROGRESS: at 55.38% examples, 395576 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:20:01,635 : INFO : PROGRESS: at 55.48% examples, 395606 words/s, in_qsize 6, out_qsize 0
2017-05-29 20:20:02,640 : INFO : PROGRESS: at 55.65% examples, 395677 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:20:03,667 : INFO : PROGRESS: at 55.77% examples, 395605 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:20:04,691 : INFO : PROGRESS: at 55.87% examples, 395601 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:20:05,725 : INFO : PROGRESS: at 55.99% examples, 395486 words/s, in_qsize 12, out_qsize 0
2017-05-29 20:20:06,729 : INFO : PROGRESS: at 56.10% examples, 395531 words/s, in_qsize 3, out_qsize 0
2017-05-29 20:20:07,754 : INFO : PROGRESS: at 56.23% examples, 395575 words/s, in_qsize 0, out_qsize 1
2017-05-29 20:20:08,812 : INFO : PROGRESS: at 56.34% examples, 395536 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:20:09,824 : INFO : PROGRESS: at 56.43% examples, 395583 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:20:10,852 : INFO : PROGRESS: at 56.55% examples, 395556 words/s, in_qsize 2, out_qsize 0
2017-05-29 20:20:11,876 : INFO : PROGRESS: at 56.66% examples, 395557 words/s, in_qsize 9, out_qsize 0
2017-05-29 20:20:12,885 : INFO : PROGRESS: at 56.79% examples, 395573 words/s, in_qsize 3, out_qsize 0
2017-05-29 20:20:13,894 : INFO : PROGRESS: at 56.91% examples, 395612 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:20:14,901 : INFO : PROGRESS: at 57.01% examples, 395529 words/s, in_qsize 8, out_qsize 0
2017-05-29 20:20:15,903 : INFO : PROGRESS: at 57.13% examples, 395669 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:20:17,005 : INFO : PROGRESS: at 57.26% examples, 395609 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:20:18,019 : INFO : PROGRESS: at 57.37% examples, 395590 words/s, in_qsize 1, out_qsize 2
2017-05-29 20:20:19,065 : INFO : PROGRESS: at 57.48% examples, 395576 words/s, in_qsize 2, out_qsize 1
2017-05-29 20:20:20,101 : INFO : PROGRESS: at 57.58% examples, 395477 words/s, in_qsize 3, out_qsize 0
2017-05-29 20:20:21,127 : INFO : PROGRESS: at 57.70% examples, 395512 words/s, in_qsize 2, out_qsize 0
2017-05-29 20:20:22,128 : INFO : PROGRESS: at 57.83% examples, 395560 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:20:23,140 : INFO : PROGRESS: at 57.96% examples, 395542 words/s, in_qsize 1, out_qsize 1
2017-05-29 20:20:24,143 : INFO : PROGRESS: at 58.11% examples, 395500 words/s, in_qsize 11, out_qsize 0
2017-05-29 20:20:25,165 : INFO : PROGRESS: at 58.27% examples, 395587 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:20:26,173 : INFO : PROGRESS: at 58.39% examples, 395543 words/s, in_qsize 4, out_qsize 1
2017-05-29 20:20:27,180 : INFO : PROGRESS: at 58.49% examples, 395582 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:20:28,186 : INFO : PROGRESS: at 58.59% examples, 395600 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:20:29,190 : INFO : PROGRESS: at 58.69% examples, 395576 words/s, in_qsize 6, out_qsize 1
2017-05-29 20:20:30,211 : INFO : PROGRESS: at 58.81% examples, 395596 words/s, in_qsize 2, out_qsize 0
2017-05-29 20:20:31,262 : INFO : PROGRESS: at 58.90% examples, 395554 words/s, in_qsize 4, out_qsize 1
2017-05-29 20:20:32,273 : INFO : PROGRESS: at 59.05% examples, 395612 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:20:33,279 : INFO : PROGRESS: at 59.18% examples, 395625 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:20:34,291 : INFO : PROGRESS: at 59.29% examples, 395585 words/s, in_qsize 2, out_qsize 0
2017-05-29 20:20:35,367 : INFO : PROGRESS: at 59.40% examples, 395554 words/s, in_qsize 7, out_qsize 1
2017-05-29 20:20:36,413 : INFO : PROGRESS: at 59.52% examples, 395591 words/s, in_qsize 2, out_qsize 0
2017-05-29 20:20:37,413 : INFO : PROGRESS: at 59.65% examples, 395597 words/s, in_qsize 7, out_qsize 0
2017-05-29 20:20:38,445 : INFO : PROGRESS: at 59.76% examples, 395709 words/s, in_qsize 0, out_qsize 1
2017-05-29 20:20:39,483 : INFO : PROGRESS: at 59.87% examples, 395712 words/s, in_qsize 3, out_qsize 0
2017-05-29 20:20:40,491 : INFO : PROGRESS: at 60.00% examples, 395869 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:20:40,507 : INFO : finished iterating over Wikipedia corpus of 14901 documents with 46096422 positions (total 19857 articles, 46117421 positions before pruning articles shorter than 50 words)
2017-05-29 20:20:41,505 : INFO : PROGRESS: at 60.04% examples, 395514 words/s, in_qsize 5, out_qsize 1
2017-05-29 20:20:42,527 : INFO : PROGRESS: at 60.14% examples, 395596 words/s, in_qsize 3, out_qsize 0
2017-05-29 20:20:43,542 : INFO : PROGRESS: at 60.25% examples, 395600 words/s, in_qsize 2, out_qsize 0
2017-05-29 20:20:44,550 : INFO : PROGRESS: at 60.42% examples, 395638 words/s, in_qsize 0, out_qsize 1
2017-05-29 20:20:45,622 : INFO : PROGRESS: at 60.53% examples, 395531 words/s, in_qsize 4, out_qsize 1
2017-05-29 20:20:46,624 : INFO : PROGRESS: at 60.65% examples, 395647 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:20:47,626 : INFO : PROGRESS: at 60.81% examples, 395597 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:20:48,630 : INFO : PROGRESS: at 60.95% examples, 395566 words/s, in_qsize 1, out_qsize 0
2017-05-29 20:20:49,653 : INFO : PROGRESS: at 61.06% examples, 395514 words/s, in_qsize 8, out_qsize 0
2017-05-29 20:20:50,667 : INFO : PROGRESS: at 61.18% examples, 395574 words/s, in_qsize 3, out_qsize 0
2017-05-29 20:20:51,674 : INFO : PROGRESS: at 61.29% examples, 395616 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:20:52,697 : INFO : PROGRESS: at 61.39% examples, 395589 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:20:53,718 : INFO : PROGRESS: at 61.52% examples, 395642 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:20:54,748 : INFO : PROGRESS: at 61.60% examples, 395603 words/s, in_qsize 3, out_qsize 0
2017-05-29 20:20:55,776 : INFO : PROGRESS: at 61.71% examples, 395578 words/s, in_qsize 3, out_qsize 0
2017-05-29 20:20:56,786 : INFO : PROGRESS: at 61.82% examples, 395633 words/s, in_qsize 3, out_qsize 0
2017-05-29 20:20:57,806 : INFO : PROGRESS: at 61.96% examples, 395684 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:20:58,844 : INFO : PROGRESS: at 62.06% examples, 395663 words/s, in_qsize 3, out_qsize 0
2017-05-29 20:20:59,845 : INFO : PROGRESS: at 62.17% examples, 395652 words/s, in_qsize 4, out_qsize 0
2017-05-29 20:21:00,867 : INFO : PROGRESS: at 62.30% examples, 395645 words/s, in_qsize 10, out_qsize 0
2017-05-29 20:21:01,875 : INFO : PROGRESS: at 62.44% examples, 395708 words/s, in_qsize 0, out_qsize 1
2017-05-29 20:21:02,881 : INFO : PROGRESS: at 62.56% examples, 395697 words/s, in_qsize 4, out_qsize 0
2017-05-29 20:21:03,883 : INFO : PROGRESS: at 62.67% examples, 395728 words/s, in_qsize 1, out_qsize 0
2017-05-29 20:21:04,902 : INFO : PROGRESS: at 62.78% examples, 395732 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:21:05,910 : INFO : PROGRESS: at 62.88% examples, 395730 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:21:06,914 : INFO : PROGRESS: at 63.01% examples, 395788 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:21:07,916 : INFO : PROGRESS: at 63.12% examples, 395724 words/s, in_qsize 6, out_qsize 0
2017-05-29 20:21:08,936 : INFO : PROGRESS: at 63.24% examples, 395737 words/s, in_qsize 7, out_qsize 0
2017-05-29 20:21:09,983 : INFO : PROGRESS: at 63.41% examples, 395790 words/s, in_qsize 3, out_qsize 0
2017-05-29 20:21:10,986 : INFO : PROGRESS: at 63.51% examples, 395811 words/s, in_qsize 1, out_qsize 0
2017-05-29 20:21:12,001 : INFO : PROGRESS: at 63.63% examples, 395890 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:21:13,001 : INFO : PROGRESS: at 63.75% examples, 395912 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:21:14,009 : INFO : PROGRESS: at 63.85% examples, 395833 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:21:15,024 : INFO : PROGRESS: at 63.96% examples, 395800 words/s, in_qsize 5, out_qsize 0
2017-05-29 20:21:16,071 : INFO : PROGRESS: at 64.09% examples, 395794 words/s, in_qsize 5, out_qsize 1
2017-05-29 20:21:17,073 : INFO : PROGRESS: at 64.21% examples, 395822 words/s, in_qsize 1, out_qsize 0
2017-05-29 20:21:18,074 : INFO : PROGRESS: at 64.30% examples, 395836 words/s, in_qsize 4, out_qsize 0
2017-05-29 20:21:19,077 : INFO : PROGRESS: at 64.39% examples, 395837 words/s, in_qsize 0, out_qsize 1
2017-05-29 20:21:20,083 : INFO : PROGRESS: at 64.48% examples, 395764 words/s, in_qsize 13, out_qsize 0
2017-05-29 20:21:21,096 : INFO : PROGRESS: at 64.59% examples, 395836 words/s, in_qsize 4, out_qsize 0
2017-05-29 20:21:22,116 : INFO : PROGRESS: at 64.68% examples, 395759 words/s, in_qsize 11, out_qsize 0
2017-05-29 20:21:23,119 : INFO : PROGRESS: at 64.81% examples, 395805 words/s, in_qsize 1, out_qsize 0
2017-05-29 20:21:24,177 : INFO : PROGRESS: at 64.93% examples, 395803 words/s, in_qsize 8, out_qsize 0
2017-05-29 20:21:25,182 : INFO : PROGRESS: at 65.03% examples, 395795 words/s, in_qsize 6, out_qsize 2
2017-05-29 20:21:26,184 : INFO : PROGRESS: at 65.10% examples, 395734 words/s, in_qsize 5, out_qsize 2
2017-05-29 20:21:27,185 : INFO : PROGRESS: at 65.20% examples, 395751 words/s, in_qsize 3, out_qsize 3
2017-05-29 20:21:28,203 : INFO : PROGRESS: at 65.33% examples, 395798 words/s, in_qsize 6, out_qsize 1
2017-05-29 20:21:29,204 : INFO : PROGRESS: at 65.44% examples, 395866 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:21:30,233 : INFO : PROGRESS: at 65.62% examples, 395871 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:21:31,235 : INFO : PROGRESS: at 65.74% examples, 395872 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:21:32,236 : INFO : PROGRESS: at 65.84% examples, 395832 words/s, in_qsize 3, out_qsize 0
2017-05-29 20:21:33,238 : INFO : PROGRESS: at 65.96% examples, 395816 words/s, in_qsize 1, out_qsize 0
2017-05-29 20:21:34,240 : INFO : PROGRESS: at 66.09% examples, 395808 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:21:35,255 : INFO : PROGRESS: at 66.17% examples, 395801 words/s, in_qsize 4, out_qsize 0
2017-05-29 20:21:36,256 : INFO : PROGRESS: at 66.30% examples, 395708 words/s, in_qsize 1, out_qsize 1
2017-05-29 20:21:37,270 : INFO : PROGRESS: at 66.39% examples, 395771 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:21:38,299 : INFO : PROGRESS: at 66.50% examples, 395780 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:21:39,331 : INFO : PROGRESS: at 66.63% examples, 395853 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:21:40,349 : INFO : PROGRESS: at 66.74% examples, 395799 words/s, in_qsize 5, out_qsize 0
2017-05-29 20:21:41,357 : INFO : PROGRESS: at 66.87% examples, 395839 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:21:42,361 : INFO : PROGRESS: at 66.98% examples, 395884 words/s, in_qsize 1, out_qsize 0
2017-05-29 20:21:43,394 : INFO : PROGRESS: at 67.09% examples, 395879 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:21:44,394 : INFO : PROGRESS: at 67.21% examples, 395843 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:21:45,401 : INFO : PROGRESS: at 67.31% examples, 395803 words/s, in_qsize 3, out_qsize 0
2017-05-29 20:21:46,464 : INFO : PROGRESS: at 67.43% examples, 395868 words/s, in_qsize 5, out_qsize 0
2017-05-29 20:21:47,515 : INFO : PROGRESS: at 67.56% examples, 395872 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:21:48,570 : INFO : PROGRESS: at 67.66% examples, 395819 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:21:49,592 : INFO : PROGRESS: at 67.78% examples, 395838 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:21:50,627 : INFO : PROGRESS: at 67.93% examples, 395817 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:21:51,654 : INFO : PROGRESS: at 68.08% examples, 395829 words/s, in_qsize 0, out_qsize 3
2017-05-29 20:21:52,660 : INFO : PROGRESS: at 68.23% examples, 395843 words/s, in_qsize 4, out_qsize 0
2017-05-29 20:21:53,681 : INFO : PROGRESS: at 68.38% examples, 395857 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:21:54,724 : INFO : PROGRESS: at 68.45% examples, 395782 words/s, in_qsize 3, out_qsize 1
2017-05-29 20:21:55,733 : INFO : PROGRESS: at 68.56% examples, 395851 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:21:56,740 : INFO : PROGRESS: at 68.66% examples, 395825 words/s, in_qsize 5, out_qsize 0
2017-05-29 20:21:57,782 : INFO : PROGRESS: at 68.80% examples, 395876 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:21:58,783 : INFO : PROGRESS: at 68.89% examples, 395892 words/s, in_qsize 0, out_qsize 1
2017-05-29 20:21:59,825 : INFO : PROGRESS: at 68.98% examples, 395813 words/s, in_qsize 6, out_qsize 0
2017-05-29 20:22:00,846 : INFO : PROGRESS: at 69.15% examples, 395889 words/s, in_qsize 2, out_qsize 0
2017-05-29 20:22:01,847 : INFO : PROGRESS: at 69.27% examples, 395910 words/s, in_qsize 1, out_qsize 0
2017-05-29 20:22:02,859 : INFO : PROGRESS: at 69.39% examples, 395968 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:22:03,864 : INFO : PROGRESS: at 69.50% examples, 395979 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:22:04,868 : INFO : PROGRESS: at 69.63% examples, 395997 words/s, in_qsize 2, out_qsize 0
2017-05-29 20:22:05,872 : INFO : PROGRESS: at 69.74% examples, 396031 words/s, in_qsize 3, out_qsize 0
2017-05-29 20:22:06,880 : INFO : PROGRESS: at 69.85% examples, 396062 words/s, in_qsize 1, out_qsize 1
2017-05-29 20:22:07,897 : INFO : PROGRESS: at 69.96% examples, 396123 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:22:08,197 : INFO : finished iterating over Wikipedia corpus of 14901 documents with 46096422 positions (total 19857 articles, 46117421 positions before pruning articles shorter than 50 words)
2017-05-29 20:22:08,917 : INFO : PROGRESS: at 70.02% examples, 395904 words/s, in_qsize 1, out_qsize 0
2017-05-29 20:22:09,943 : INFO : PROGRESS: at 70.11% examples, 395906 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:22:10,949 : INFO : PROGRESS: at 70.22% examples, 395952 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:22:11,977 : INFO : PROGRESS: at 70.36% examples, 395955 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:22:12,986 : INFO : PROGRESS: at 70.49% examples, 395888 words/s, in_qsize 3, out_qsize 0
2017-05-29 20:22:14,002 : INFO : PROGRESS: at 70.60% examples, 395888 words/s, in_qsize 3, out_qsize 0
2017-05-29 20:22:15,037 : INFO : PROGRESS: at 70.76% examples, 395872 words/s, in_qsize 4, out_qsize 0
2017-05-29 20:22:16,049 : INFO : PROGRESS: at 70.90% examples, 395847 words/s, in_qsize 5, out_qsize 0
2017-05-29 20:22:17,064 : INFO : PROGRESS: at 71.03% examples, 395873 words/s, in_qsize 4, out_qsize 0
2017-05-29 20:22:18,071 : INFO : PROGRESS: at 71.15% examples, 395921 words/s, in_qsize 0, out_qsize 1
2017-05-29 20:22:19,074 : INFO : PROGRESS: at 71.25% examples, 395906 words/s, in_qsize 5, out_qsize 0
2017-05-29 20:22:20,095 : INFO : PROGRESS: at 71.35% examples, 395898 words/s, in_qsize 4, out_qsize 0
2017-05-29 20:22:21,115 : INFO : PROGRESS: at 71.48% examples, 395949 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:22:22,148 : INFO : PROGRESS: at 71.57% examples, 395913 words/s, in_qsize 3, out_qsize 2
2017-05-29 20:22:23,200 : INFO : PROGRESS: at 71.68% examples, 395893 words/s, in_qsize 2, out_qsize 0
2017-05-29 20:22:24,200 : INFO : PROGRESS: at 71.80% examples, 395970 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:22:25,210 : INFO : PROGRESS: at 71.92% examples, 395985 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:22:26,214 : INFO : PROGRESS: at 72.03% examples, 395995 words/s, in_qsize 1, out_qsize 0
2017-05-29 20:22:27,239 : INFO : PROGRESS: at 72.14% examples, 395977 words/s, in_qsize 4, out_qsize 0
2017-05-29 20:22:28,270 : INFO : PROGRESS: at 72.27% examples, 395986 words/s, in_qsize 6, out_qsize 0
2017-05-29 20:22:29,274 : INFO : PROGRESS: at 72.41% examples, 396012 words/s, in_qsize 5, out_qsize 0
2017-05-29 20:22:30,281 : INFO : PROGRESS: at 72.53% examples, 396017 words/s, in_qsize 4, out_qsize 1
2017-05-29 20:22:31,327 : INFO : PROGRESS: at 72.65% examples, 396050 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:22:32,365 : INFO : PROGRESS: at 72.76% examples, 396034 words/s, in_qsize 2, out_qsize 0
2017-05-29 20:22:33,411 : INFO : PROGRESS: at 72.86% examples, 396008 words/s, in_qsize 0, out_qsize 2
2017-05-29 20:22:34,417 : INFO : PROGRESS: at 72.98% examples, 396051 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:22:35,454 : INFO : PROGRESS: at 73.10% examples, 396029 words/s, in_qsize 4, out_qsize 0
2017-05-29 20:22:36,462 : INFO : PROGRESS: at 73.22% examples, 396026 words/s, in_qsize 10, out_qsize 0
2017-05-29 20:22:37,475 : INFO : PROGRESS: at 73.37% examples, 396097 words/s, in_qsize 0, out_qsize 1
2017-05-29 20:22:38,481 : INFO : PROGRESS: at 73.49% examples, 396096 words/s, in_qsize 0, out_qsize 1
2017-05-29 20:22:39,481 : INFO : PROGRESS: at 73.60% examples, 396134 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:22:40,482 : INFO : PROGRESS: at 73.72% examples, 396150 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:22:41,491 : INFO : PROGRESS: at 73.81% examples, 396097 words/s, in_qsize 0, out_qsize 1
2017-05-29 20:22:42,493 : INFO : PROGRESS: at 73.92% examples, 396025 words/s, in_qsize 0, out_qsize 1
2017-05-29 20:22:43,495 : INFO : PROGRESS: at 74.03% examples, 395985 words/s, in_qsize 6, out_qsize 0
2017-05-29 20:22:44,497 : INFO : PROGRESS: at 74.17% examples, 396045 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:22:45,548 : INFO : PROGRESS: at 74.27% examples, 396005 words/s, in_qsize 2, out_qsize 0
2017-05-29 20:22:46,557 : INFO : PROGRESS: at 74.36% examples, 396016 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:22:47,577 : INFO : PROGRESS: at 74.45% examples, 396009 words/s, in_qsize 1, out_qsize 0
2017-05-29 20:22:48,578 : INFO : PROGRESS: at 74.56% examples, 396017 words/s, in_qsize 5, out_qsize 0
2017-05-29 20:22:49,579 : INFO : PROGRESS: at 74.65% examples, 395954 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:22:50,592 : INFO : PROGRESS: at 74.76% examples, 395947 words/s, in_qsize 1, out_qsize 0
2017-05-29 20:22:51,613 : INFO : PROGRESS: at 74.88% examples, 395955 words/s, in_qsize 4, out_qsize 0
2017-05-29 20:22:52,622 : INFO : PROGRESS: at 74.98% examples, 395946 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:22:53,803 : INFO : PROGRESS: at 75.08% examples, 395820 words/s, in_qsize 11, out_qsize 1
2017-05-29 20:22:54,812 : INFO : PROGRESS: at 75.18% examples, 395924 words/s, in_qsize 1, out_qsize 0
2017-05-29 20:22:55,862 : INFO : PROGRESS: at 75.30% examples, 395905 words/s, in_qsize 0, out_qsize 2
2017-05-29 20:22:56,890 : INFO : PROGRESS: at 75.41% examples, 395905 words/s, in_qsize 0, out_qsize 1
2017-05-29 20:22:57,884 : INFO : PROGRESS: at 75.55% examples, 395954 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:22:58,911 : INFO : PROGRESS: at 75.70% examples, 395936 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:22:59,920 : INFO : PROGRESS: at 75.80% examples, 395925 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:23:00,927 : INFO : PROGRESS: at 75.92% examples, 395908 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:23:01,928 : INFO : PROGRESS: at 76.03% examples, 395844 words/s, in_qsize 1, out_qsize 0
2017-05-29 20:23:02,940 : INFO : PROGRESS: at 76.13% examples, 395835 words/s, in_qsize 0, out_qsize 1
2017-05-29 20:23:03,942 : INFO : PROGRESS: at 76.26% examples, 395834 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:23:04,964 : INFO : PROGRESS: at 76.36% examples, 395801 words/s, in_qsize 2, out_qsize 2
2017-05-29 20:23:05,972 : INFO : PROGRESS: at 76.45% examples, 395810 words/s, in_qsize 5, out_qsize 0
2017-05-29 20:23:06,995 : INFO : PROGRESS: at 76.57% examples, 395849 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:23:08,041 : INFO : PROGRESS: at 76.68% examples, 395843 words/s, in_qsize 3, out_qsize 0
2017-05-29 20:23:09,049 : INFO : PROGRESS: at 76.82% examples, 395853 words/s, in_qsize 4, out_qsize 1
2017-05-29 20:23:10,069 : INFO : PROGRESS: at 76.91% examples, 395812 words/s, in_qsize 5, out_qsize 0
2017-05-29 20:23:11,139 : INFO : PROGRESS: at 77.03% examples, 395827 words/s, in_qsize 4, out_qsize 0
2017-05-29 20:23:12,164 : INFO : PROGRESS: at 77.16% examples, 395881 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:23:13,165 : INFO : PROGRESS: at 77.27% examples, 395826 words/s, in_qsize 6, out_qsize 0
2017-05-29 20:23:14,180 : INFO : PROGRESS: at 77.39% examples, 395872 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:23:15,188 : INFO : PROGRESS: at 77.49% examples, 395864 words/s, in_qsize 5, out_qsize 0
2017-05-29 20:23:16,191 : INFO : PROGRESS: at 77.61% examples, 395873 words/s, in_qsize 0, out_qsize 2
2017-05-29 20:23:17,196 : INFO : PROGRESS: at 77.71% examples, 395845 words/s, in_qsize 0, out_qsize 2
2017-05-29 20:23:18,210 : INFO : PROGRESS: at 77.85% examples, 395845 words/s, in_qsize 3, out_qsize 0
2017-05-29 20:23:19,226 : INFO : PROGRESS: at 77.98% examples, 395819 words/s, in_qsize 13, out_qsize 0
2017-05-29 20:23:20,244 : INFO : PROGRESS: at 78.14% examples, 395861 words/s, in_qsize 5, out_qsize 0
2017-05-29 20:23:21,260 : INFO : PROGRESS: at 78.30% examples, 395906 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:23:22,276 : INFO : PROGRESS: at 78.41% examples, 395896 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:23:23,284 : INFO : PROGRESS: at 78.51% examples, 395914 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:23:24,291 : INFO : PROGRESS: at 78.61% examples, 395930 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:23:25,297 : INFO : PROGRESS: at 78.72% examples, 395868 words/s, in_qsize 10, out_qsize 0
2017-05-29 20:23:26,330 : INFO : PROGRESS: at 78.84% examples, 395954 words/s, in_qsize 2, out_qsize 0
2017-05-29 20:23:27,350 : INFO : PROGRESS: at 78.93% examples, 395912 words/s, in_qsize 3, out_qsize 0
2017-05-29 20:23:28,379 : INFO : PROGRESS: at 79.08% examples, 395930 words/s, in_qsize 4, out_qsize 0
2017-05-29 20:23:29,387 : INFO : PROGRESS: at 79.21% examples, 395961 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:23:30,403 : INFO : PROGRESS: at 79.33% examples, 395970 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:23:31,432 : INFO : PROGRESS: at 79.44% examples, 396013 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:23:32,459 : INFO : PROGRESS: at 79.57% examples, 396014 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:23:33,488 : INFO : PROGRESS: at 79.69% examples, 396049 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:23:34,491 : INFO : PROGRESS: at 79.81% examples, 396121 words/s, in_qsize 1, out_qsize 0
2017-05-29 20:23:35,505 : INFO : PROGRESS: at 79.90% examples, 396107 words/s, in_qsize 1, out_qsize 0
2017-05-29 20:23:36,253 : INFO : finished iterating over Wikipedia corpus of 14901 documents with 46096422 positions (total 19857 articles, 46117421 positions before pruning articles shorter than 50 words)
2017-05-29 20:23:36,548 : INFO : PROGRESS: at 80.00% examples, 396013 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:23:37,559 : INFO : PROGRESS: at 80.07% examples, 395937 words/s, in_qsize 0, out_qsize 1
2017-05-29 20:23:38,579 : INFO : PROGRESS: at 80.18% examples, 395968 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:23:39,583 : INFO : PROGRESS: at 80.28% examples, 395921 words/s, in_qsize 6, out_qsize 0
2017-05-29 20:23:40,630 : INFO : PROGRESS: at 80.44% examples, 395920 words/s, in_qsize 4, out_qsize 0
2017-05-29 20:23:41,632 : INFO : PROGRESS: at 80.55% examples, 395917 words/s, in_qsize 7, out_qsize 1
2017-05-29 20:23:42,669 : INFO : PROGRESS: at 80.67% examples, 395934 words/s, in_qsize 6, out_qsize 0
2017-05-29 20:23:43,680 : INFO : PROGRESS: at 80.84% examples, 395921 words/s, in_qsize 1, out_qsize 2
2017-05-29 20:23:44,692 : INFO : PROGRESS: at 80.98% examples, 395941 words/s, in_qsize 2, out_qsize 0
2017-05-29 20:23:45,702 : INFO : PROGRESS: at 81.10% examples, 395925 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:23:46,710 : INFO : PROGRESS: at 81.21% examples, 395941 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:23:47,711 : INFO : PROGRESS: at 81.31% examples, 395950 words/s, in_qsize 1, out_qsize 0
2017-05-29 20:23:48,721 : INFO : PROGRESS: at 81.42% examples, 395977 words/s, in_qsize 4, out_qsize 1
2017-05-29 20:23:49,723 : INFO : PROGRESS: at 81.53% examples, 395966 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:23:50,731 : INFO : PROGRESS: at 81.64% examples, 395974 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:23:51,740 : INFO : PROGRESS: at 81.73% examples, 395952 words/s, in_qsize 10, out_qsize 0
2017-05-29 20:23:52,763 : INFO : PROGRESS: at 81.85% examples, 396001 words/s, in_qsize 6, out_qsize 0
2017-05-29 20:23:53,765 : INFO : PROGRESS: at 81.98% examples, 396009 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:23:54,814 : INFO : PROGRESS: at 82.08% examples, 396021 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:23:55,865 : INFO : PROGRESS: at 82.21% examples, 396007 words/s, in_qsize 1, out_qsize 2
2017-05-29 20:23:56,867 : INFO : PROGRESS: at 82.35% examples, 396042 words/s, in_qsize 5, out_qsize 0
2017-05-29 20:23:57,876 : INFO : PROGRESS: at 82.48% examples, 396050 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:23:58,877 : INFO : PROGRESS: at 82.59% examples, 396058 words/s, in_qsize 4, out_qsize 0
2017-05-29 20:23:59,887 : INFO : PROGRESS: at 82.71% examples, 396110 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:24:00,888 : INFO : PROGRESS: at 82.80% examples, 396030 words/s, in_qsize 2, out_qsize 1
2017-05-29 20:24:01,899 : INFO : PROGRESS: at 82.91% examples, 396055 words/s, in_qsize 4, out_qsize 0
2017-05-29 20:24:02,904 : INFO : PROGRESS: at 83.01% examples, 396001 words/s, in_qsize 11, out_qsize 0
2017-05-29 20:24:03,913 : INFO : PROGRESS: at 83.15% examples, 396046 words/s, in_qsize 10, out_qsize 0
2017-05-29 20:24:04,938 : INFO : PROGRESS: at 83.27% examples, 396075 words/s, in_qsize 2, out_qsize 0
2017-05-29 20:24:05,943 : INFO : PROGRESS: at 83.42% examples, 396111 words/s, in_qsize 2, out_qsize 0
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2017-05-29 20:25:04,050 : INFO : PROGRESS: at 89.98% examples, 396238 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:25:04,117 : INFO : finished iterating over Wikipedia corpus of 14901 documents with 46096422 positions (total 19857 articles, 46117421 positions before pruning articles shorter than 50 words)
2017-05-29 20:25:05,095 : INFO : PROGRESS: at 90.04% examples, 396057 words/s, in_qsize 0, out_qsize 0
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2017-05-29 20:26:16,386 : INFO : PROGRESS: at 98.23% examples, 396160 words/s, in_qsize 6, out_qsize 0
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2017-05-29 20:26:19,526 : INFO : PROGRESS: at 98.56% examples, 396162 words/s, in_qsize 3, out_qsize 0
2017-05-29 20:26:20,544 : INFO : PROGRESS: at 98.67% examples, 396180 words/s, in_qsize 5, out_qsize 0
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2017-05-29 20:26:22,617 : INFO : PROGRESS: at 98.90% examples, 396213 words/s, in_qsize 1, out_qsize 0
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2017-05-29 20:26:24,627 : INFO : PROGRESS: at 99.17% examples, 396258 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:26:25,640 : INFO : PROGRESS: at 99.27% examples, 396217 words/s, in_qsize 4, out_qsize 0
2017-05-29 20:26:26,671 : INFO : PROGRESS: at 99.38% examples, 396218 words/s, in_qsize 7, out_qsize 0
2017-05-29 20:26:27,727 : INFO : PROGRESS: at 99.51% examples, 396261 words/s, in_qsize 0, out_qsize 1
2017-05-29 20:26:28,728 : INFO : PROGRESS: at 99.64% examples, 396260 words/s, in_qsize 1, out_qsize 0
2017-05-29 20:26:29,736 : INFO : PROGRESS: at 99.75% examples, 396319 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:26:30,754 : INFO : PROGRESS: at 99.86% examples, 396332 words/s, in_qsize 0, out_qsize 0
2017-05-29 20:26:31,800 : INFO : PROGRESS: at 99.98% examples, 396368 words/s, in_qsize 0, out_qsize 1
2017-05-29 20:26:31,895 : INFO : finished iterating over Wikipedia corpus of 14901 documents with 46096422 positions (total 19857 articles, 46117421 positions before pruning articles shorter than 50 words)
2017-05-29 20:26:31,902 : INFO : worker thread finished; awaiting finish of 7 more threads
2017-05-29 20:26:31,904 : INFO : worker thread finished; awaiting finish of 6 more threads
2017-05-29 20:26:31,904 : INFO : worker thread finished; awaiting finish of 5 more threads
2017-05-29 20:26:31,905 : INFO : worker thread finished; awaiting finish of 4 more threads
2017-05-29 20:26:31,906 : INFO : worker thread finished; awaiting finish of 3 more threads
2017-05-29 20:26:31,906 : INFO : worker thread finished; awaiting finish of 2 more threads
2017-05-29 20:26:31,907 : INFO : worker thread finished; awaiting finish of 1 more threads
2017-05-29 20:26:31,919 : INFO : worker thread finished; awaiting finish of 0 more threads
2017-05-29 20:26:31,920 : INFO : training on 460964220 raw words (348974559 effective words) took 880.3s, 396407 effective words/s
CPU times: user 32min 45s, sys: 15.9 s, total: 33min 1s
Wall time: 14min 40s

Save the models


In [13]:
models[0].save('models/wikipedia_dbow_model.doc2vec')
models[1].save('models/wikipedia_dm_model.doc2vec')


2017-05-29 20:26:31,925 : INFO : saving Doc2Vec object under wikipedia_dbow_model.doc2vec, separately None
2017-05-29 20:26:31,927 : INFO : not storing attribute syn0norm
2017-05-29 20:26:31,927 : INFO : storing np array 'syn0' to wikipedia_dbow_model.doc2vec.wv.syn0.npy
2017-05-29 20:26:31,960 : INFO : not storing attribute cum_table
2017-05-29 20:26:31,961 : INFO : storing np array 'syn1neg' to wikipedia_dbow_model.doc2vec.syn1neg.npy
2017-05-29 20:26:32,284 : INFO : saved wikipedia_dbow_model.doc2vec
2017-05-29 20:26:32,285 : INFO : saving Doc2Vec object under wikipedia_dm_model.doc2vec, separately None
2017-05-29 20:26:32,286 : INFO : not storing attribute syn0norm
2017-05-29 20:26:32,286 : INFO : storing np array 'syn0' to wikipedia_dm_model.doc2vec.wv.syn0.npy
2017-05-29 20:26:32,317 : INFO : not storing attribute cum_table
2017-05-29 20:26:32,318 : INFO : storing np array 'syn1neg' to wikipedia_dm_model.doc2vec.syn1neg.npy
2017-05-29 20:26:32,640 : INFO : saved wikipedia_dm_model.doc2vec

Similarity interface

After that, let's test both models! DBOW model show the simillar results with the original paper. First, calculating cosine simillarity of "Machine learning" using Paragraph Vector. Word Vector and Document Vector are separately stored. We have to add .docvecs after model name to extract Document Vector from Doc2Vec Model.


In [14]:
for model in models:
    print(str(model))
    pprint(model.docvecs.most_similar(positive=["Anarchism"], topn=20))


2017-05-29 20:26:32,645 : INFO : precomputing L2-norms of doc weight vectors
Doc2Vec(dbow+w,d200,n5,w8,mc19,s0.001,t8)
---------------------------------------------------------------------------
TypeError                                 Traceback (most recent call last)
<ipython-input-14-7bab7673a216> in <module>()
      1 for model in models:
      2     print(str(model))
----> 3     pprint(model.docvecs.most_similar(positive=["Machine learning"], topn=20))

/home/ubuntu/.local/lib/python3.5/site-packages/gensim/models/doc2vec.py in most_similar(self, positive, negative, topn, clip_start, clip_end, indexer)
    459             if isinstance(doc, ndarray):
    460                 mean.append(weight * doc)
--> 461             elif doc in self.doctags or doc < self.count:
    462                 mean.append(weight * self.doctag_syn0norm[self._int_index(doc)])
    463                 all_docs.add(self._int_index(doc))

TypeError: unorderable types: str() < int()

DBOW model interpret the word 'Machine Learning' as a part of Computer Science field, and DM model as Data Science related field.

Second, calculating cosine simillarity of "Lady Gaga" using Paragraph Vector.


In [ ]:
for model in models:
    print(str(model))
    pprint(model.docvecs.most_similar(positive=["Lady Gaga"], topn=10))

DBOW model reveal the similar singer in the U.S., and DM model understand that many of Lady Gaga's songs are similar with the word "Lady Gaga".

Third, calculating cosine simillarity of "Lady Gaga" - "American" + "Japanese" using Document vector and Word Vectors. "American" and "Japanese" are Word Vectors, not Paragraph Vectors. Word Vectors are already converted to lowercases by WikiCorpus.


In [ ]:
for model in models:
    print(str(model))
    vec = [model.docvecs["Lady Gaga"] - model["american"] + model["japanese"]]
    pprint([m for m in model.docvecs.most_similar(vec, topn=11) if m[0] != "Lady Gaga"])

As a result, DBOW model demonstrate the similar artists with Lady Gaga in Japan such as 'Perfume', which is the Most famous Idol in Japan. On the other hand, DM model results don't include the Japanese aritsts in top 10 simillar documents. It's almost same with no vector calculated results.

This results demonstrate that DBOW employed in the original paper is outstanding for calculating the similarity between Document Vector and Word Vector.