Initialized
('Average loss at step ', 0, ': ', 271.43389892578125)
Nearest to first: greenery, unsatisfied, shit, priscus, objectivism, interred, patricia, outer,
Nearest to UNK: powerplant, sow, intergovernmentalism, counters, pentium, educated, tahiti, apical,
Nearest to has: benoit, spacecraft, paradise, compressors, circ, decry, mia, etext,
Nearest to used: modify, refreshing, decommissioned, sectors, collectivism, tidy, mattress, signifies,
Nearest to may: walras, dartmoor, santiago, defied, service, portfolios, noting, autos,
Nearest to so: funneled, sari, misgivings, hetzel, performances, redaction, estuary, hawaii,
Nearest to while: watterson, tilden, bearing, alam, patenting, electron, electronegative, ige,
Nearest to i: domingue, ghetto, ka, bcp, partita, mere, unlimited, outre,
Nearest to were: wisconsin, displayed, stagnant, ostia, succinctly, andropov, zhdanov, curiosity,
Nearest to by: spiegel, aqdas, netherland, metastasis, rediscovery, distinguishing, modulator, lowered,
Nearest to he: hype, bev, kassel, crannog, backslash, method, hog, thunderbirds,
Nearest to if: poked, vicarage, report, gott, rewards, bentley, kournikova, pop,
Nearest to history: prospective, steelers, meriwether, predominated, adjectives, evers, girolamo, brooklyn,
Nearest to its: formulating, trintignant, portable, greenish, electronegativity, peroxides, tupelo, esc,
Nearest to a: irs, wit, lansdowne, cardiff, critically, cult, newbies, expressways,
Nearest to will: reconnection, disable, woodcut, ailing, casinos, sao, pirates, recorder,
('Average loss at step ', 2000, ': ', 113.16442505550384)
('Average loss at step ', 4000, ': ', 52.546211807250977)
('Average loss at step ', 6000, ': ', 33.443033806920049)
('Average loss at step ', 8000, ': ', 23.762722144126894)
('Average loss at step ', 10000, ': ', 18.265776746153833)
Nearest to first: objectivism, achill, priscus, akira, both, in, interred, settles,
Nearest to UNK: and, one, the, vs, reginae, guilty, mathbf, basins,
Nearest to has: is, paradise, spacecraft, strength, authors, mia, altenberg, reginae,
Nearest to used: metaphysical, collectivism, consists, modify, sectors, jpg, selden, amo,
Nearest to may: nine, fins, leader, tongue, ghosts, service, kournikova, aol,
Nearest to so: hawaii, performances, fao, rudolph, vs, england, followed, legs,
Nearest to while: electron, bearing, amo, aquarius, lot, beginning, allies, mans,
Nearest to i: reginae, ghetto, chloride, abdali, trick, mere, ka, economics,
Nearest to were: are, plaster, displayed, earlier, wisconsin, experience, encounters, retreated,
Nearest to by: in, as, and, from, users, dogmatic, two, phi,
Nearest to he: it, crannog, killed, been, cracking, flanders, gollancz, correctly,
Nearest to if: report, pop, abwehr, excavation, voice, ages, vicarage, kournikova,
Nearest to history: prospective, steelers, crowd, holocaust, good, vs, upon, brooklyn,
Nearest to its: the, one, becoming, selznick, offensive, resigned, sr, portable,
Nearest to a: the, and, UNK, mathbf, cardiff, fins, gb, another,
Nearest to will: victoriae, barbuda, and, printed, asteroid, reflection, transcontinental, fins,
('Average loss at step ', 12000, ': ', 14.056990735054017)
('Average loss at step ', 14000, ': ', 11.810415421843528)
('Average loss at step ', 16000, ': ', 9.8365392937660214)
('Average loss at step ', 18000, ': ', 8.6671083641052249)
('Average loss at step ', 20000, ': ', 7.7571109436750412)
Nearest to first: agouti, objectivism, in, achill, interred, both, zero, akira,
Nearest to UNK: agouti, dasyprocta, and, vs, two, four, hbox, three,
Nearest to has: is, had, was, paradise, circ, compiler, have, authors,
Nearest to used: metaphysical, dasyprocta, collectivism, browed, tenth, ashmore, consists, amo,
Nearest to may: nine, fins, defied, seven, six, limb, tongue, would,
Nearest to so: hawaii, dasyprocta, he, palatal, fao, performances, hg, followed,
Nearest to while: bearing, electron, amo, lf, sitting, from, and, aquarius,
Nearest to i: UNK, reginae, abdali, ghetto, chloride, trick, mere, picks,
Nearest to were: are, was, is, by, plaster, displayed, yin, had,
Nearest to by: as, in, from, for, and, was, with, two,
Nearest to he: it, backslash, they, and, been, eight, nine, crannog,
Nearest to if: pop, report, excavation, abwehr, vicarage, kbit, already, ages,
Nearest to history: prospective, agouti, annales, crowd, brooklyn, dasyprocta, girardeau, edicts,
Nearest to its: the, his, their, a, agouti, one, offensive, abadan,
Nearest to a: the, agouti, another, dasyprocta, this, or, one, its,
Nearest to will: and, recorder, agouti, printed, produces, sunda, fins, dasyprocta,
('Average loss at step ', 22000, ': ', 7.2026611722707745)
('Average loss at step ', 24000, ': ', 6.9355187491178514)
('Average loss at step ', 26000, ': ', 6.6781790490150454)
('Average loss at step ', 28000, ': ', 6.249697914242744)
('Average loss at step ', 30000, ': ', 6.160901928067207)
Nearest to first: agouti, objectivism, in, interred, achill, both, patricia, with,
Nearest to UNK: agouti, dasyprocta, tunings, vs, four, abakan, backslash, reginae,
Nearest to has: had, is, was, have, paradise, compiler, circ, altenberg,
Nearest to used: metaphysical, torgau, dasyprocta, aba, browed, decommissioned, collectivism, expand,
Nearest to may: would, can, nine, categorised, defied, six, fins, seven,
Nearest to so: abitibi, but, hawaii, dasyprocta, hg, palatal, fao, he,
Nearest to while: and, aba, bearing, were, from, electron, amo, ige,
Nearest to i: UNK, reginae, ghetto, abdali, chloride, trick, mere, four,
Nearest to were: are, was, is, by, had, plaster, while, be,
Nearest to by: in, as, and, from, with, was, for, abet,
Nearest to he: it, they, backslash, she, who, and, there, then,
Nearest to if: when, pop, report, doubtful, excavation, vicarage, bentley, abwehr,
Nearest to history: prospective, agouti, aba, chaldean, brooklyn, annales, crowd, steelers,
Nearest to its: the, their, his, a, agouti, pairing, offensive, bpp,
Nearest to a: the, agouti, dasyprocta, another, this, or, vojt, abitibi,
Nearest to will: would, can, and, might, or, primigenius, anthroposophy, must,
('Average loss at step ', 32000, ': ', 5.8942106403112415)
('Average loss at step ', 34000, ': ', 5.8399711575508118)
('Average loss at step ', 36000, ': ', 5.6933053689002993)
('Average loss at step ', 38000, ': ', 5.2934979794025425)
('Average loss at step ', 40000, ': ', 5.4946520501375202)
Nearest to first: agouti, objectivism, achill, interred, both, patricia, unsatisfied, second,
Nearest to UNK: dasyprocta, agouti, and, backslash, tunings, three, one, reginae,
Nearest to has: had, is, was, have, compiler, circ, paradise, altenberg,
Nearest to used: metaphysical, dasyprocta, torgau, aba, amo, reuptake, browed, galois,
Nearest to may: can, would, categorised, will, nine, defied, to, should,
Nearest to so: abitibi, but, transferring, it, threatening, he, dasyprocta, palatal,
Nearest to while: and, aba, were, bearing, from, ige, amo, electron,
Nearest to i: reginae, UNK, t, ghetto, abdali, trick, chloride, picks,
Nearest to were: are, was, is, by, had, while, have, be,
Nearest to by: was, from, as, with, were, in, hellfire, and,
Nearest to he: it, she, they, who, backslash, there, then, later,
Nearest to if: when, pop, abwehr, vicarage, bentley, excavation, doubtful, ing,
Nearest to history: prospective, agouti, aba, chaldean, brooklyn, steelers, annales, peptide,
Nearest to its: their, the, his, pairing, agouti, a, butler, some,
Nearest to a: the, agouti, abitibi, another, dasyprocta, this, vojt, eight,
Nearest to will: would, can, may, must, might, and, to, sed,
('Average loss at step ', 42000, ': ', 5.2884035185575486)
('Average loss at step ', 44000, ': ', 5.3145419737100603)
('Average loss at step ', 46000, ': ', 5.2635524272918701)
('Average loss at step ', 48000, ': ', 5.0368763834238051)
('Average loss at step ', 50000, ': ', 5.1556160471439361)
Nearest to first: objectivism, second, agouti, interred, patricia, next, achill, greenery,
Nearest to UNK: agouti, dasyprocta, four, reginae, three, victoriae, backslash, reuptake,
Nearest to has: had, is, was, have, biconditional, compiler, altenberg, already,
Nearest to used: metaphysical, prat, dasyprocta, torgau, aba, reuptake, amo, galois,
Nearest to may: can, would, will, categorised, should, nine, to, seven,
Nearest to so: abitibi, but, threatening, transferring, residues, palatal, dasyprocta, hg,
Nearest to while: and, aba, from, thibetanus, were, bearing, though, but,
Nearest to i: t, reginae, ghetto, UNK, abdali, he, trick, immensely,
Nearest to were: are, was, is, had, have, be, being, by,
Nearest to by: was, with, from, as, thibetanus, for, in, be,
Nearest to he: it, she, they, who, there, backslash, then, this,
Nearest to if: when, pop, but, abwehr, after, vicarage, for, doubtful,
Nearest to history: prospective, aba, agouti, steelers, chaldean, brooklyn, peptide, annales,
Nearest to its: their, the, his, pairing, agouti, roshan, a, escalation,
Nearest to a: the, another, agouti, this, vojt, dasyprocta, eight, gourd,
Nearest to will: would, can, may, must, might, could, to, and,
('Average loss at step ', 52000, ': ', 5.1628256613016132)
('Average loss at step ', 54000, ': ', 5.0801254163980483)
('Average loss at step ', 56000, ': ', 5.0409505732059481)
('Average loss at step ', 58000, ': ', 5.1087362531423572)
('Average loss at step ', 60000, ': ', 4.9483141461610796)
Nearest to first: second, objectivism, agouti, interred, next, patricia, callithrix, greenery,
Nearest to UNK: callithrix, agouti, dasyprocta, tamarin, cebus, ssbn, microsite, marmoset,
Nearest to has: had, have, is, was, biconditional, compiler, altenberg, enables,
Nearest to used: metaphysical, prat, dasyprocta, tamarin, aba, reuptake, galois, amo,
Nearest to may: can, would, will, categorised, should, could, might, nine,
Nearest to so: abitibi, but, threatening, transferring, residues, dasyprocta, palatal, excavation,
Nearest to while: and, or, aba, thibetanus, though, but, were, however,
Nearest to i: t, reginae, ghetto, UNK, abdali, chasing, trick, ssbn,
Nearest to were: are, was, have, had, is, being, be, while,
Nearest to by: was, with, as, ssbn, be, thibetanus, from, abet,
Nearest to he: it, she, they, who, there, backslash, then, scranton,
Nearest to if: when, but, callithrix, pop, doubtful, after, vicarage, for,
Nearest to history: aba, prospective, agouti, tamarin, steelers, dasyprocta, peptide, solicitation,
Nearest to its: their, his, the, pairing, some, agouti, cebus, butler,
Nearest to a: the, another, callithrix, marmoset, vojt, agouti, cebus, this,
Nearest to will: would, can, may, must, might, could, to, microcebus,
('Average loss at step ', 62000, ': ', 4.7917307525873181)
('Average loss at step ', 64000, ': ', 4.8071960885524749)
('Average loss at step ', 66000, ': ', 4.9775575051307674)
('Average loss at step ', 68000, ': ', 4.9157073162794109)
('Average loss at step ', 70000, ': ', 4.7652808930873869)
Nearest to first: second, objectivism, next, agouti, interred, callithrix, greenery, patricia,
Nearest to UNK: callithrix, agouti, dasyprocta, cebus, tamarin, ssbn, tunings, microsite,
Nearest to has: had, have, is, was, biconditional, naaman, altenberg, already,
Nearest to used: metaphysical, dasyprocta, prat, tamarin, reuptake, amo, aba, known,
Nearest to may: can, would, will, could, should, might, categorised, must,
Nearest to so: abitibi, thaler, transferring, threatening, residues, but, dasyprocta, palatal,
Nearest to while: and, or, however, thibetanus, aba, but, though, were,
Nearest to i: t, UNK, reginae, ghetto, you, we, they, abdali,
Nearest to were: are, was, have, had, be, being, is, while,
Nearest to by: was, specimens, with, ssbn, thibetanus, as, be, from,
Nearest to he: it, she, they, who, there, backslash, then, scranton,
Nearest to if: when, for, callithrix, abwehr, although, doubtful, after, but,
Nearest to history: prospective, aba, agouti, steelers, tamarin, peptide, chaldean, dasyprocta,
Nearest to its: their, his, the, pairing, some, cebus, escalation, agouti,
Nearest to a: the, another, marmoset, agouti, callithrix, cebus, vojt, abitibi,
Nearest to will: would, can, may, must, could, might, to, should,
('Average loss at step ', 72000, ': ', 4.8034837681055071)
('Average loss at step ', 74000, ': ', 4.7866865113079546)
('Average loss at step ', 76000, ': ', 4.848878457486629)
('Average loss at step ', 78000, ': ', 4.8069599908590313)
('Average loss at step ', 80000, ': ', 4.8158067229986194)
Nearest to first: second, cegep, next, objectivism, callithrix, triangles, agouti, interred,
Nearest to UNK: agouti, callithrix, dasyprocta, upanija, cegep, tamarin, three, cebus,
Nearest to has: had, have, is, was, biconditional, naaman, absalom, altenberg,
Nearest to used: known, dasyprocta, metaphysical, prat, tamarin, amo, reuptake, aba,
Nearest to may: can, would, will, could, should, might, must, categorised,
Nearest to so: abitibi, thaler, transferring, threatening, residues, dasyprocta, palatal, excavation,
Nearest to while: and, however, but, thibetanus, or, aba, though, upanija,
Nearest to i: UNK, t, reginae, you, we, ghetto, umbilical, they,
Nearest to were: are, was, have, had, be, being, is, while,
Nearest to by: was, specimens, be, with, ssbn, thibetanus, as, from,
Nearest to he: it, she, they, who, there, backslash, later, scranton,
Nearest to if: when, callithrix, candide, although, abwehr, for, bracing, after,
Nearest to history: prospective, aba, steelers, agouti, peptide, tamarin, chaldean, haman,
Nearest to its: their, his, the, pairing, escalation, cebus, some, cegep,
Nearest to a: the, another, marmoset, cegep, agouti, callithrix, cebus, microsite,
Nearest to will: would, can, may, must, could, might, should, to,
('Average loss at step ', 82000, ': ', 4.8188700177669528)
('Average loss at step ', 84000, ': ', 4.7771393737792973)
('Average loss at step ', 86000, ': ', 4.7510095541477204)
('Average loss at step ', 88000, ': ', 4.6768265293836597)
('Average loss at step ', 90000, ': ', 4.7664554728269577)
Nearest to first: second, cegep, next, callithrix, agouti, objectivism, interred, priscus,
Nearest to UNK: callithrix, dasyprocta, tamarin, agouti, upanija, cegep, microsite, cebus,
Nearest to has: had, have, is, was, biconditional, already, fsm, naaman,
Nearest to used: known, dasyprocta, metaphysical, boutros, prat, considered, tamarin, reuptake,
Nearest to may: can, would, will, could, should, might, must, categorised,
Nearest to so: transferring, abitibi, thaler, threatening, residues, palatal, otherwise, dasyprocta,
Nearest to while: and, however, but, though, thibetanus, or, although, aba,
Nearest to i: t, reginae, you, we, they, g, umbilical, ssbn,
Nearest to were: are, was, had, have, being, be, while, is,
Nearest to by: specimens, was, with, thibetanus, through, ssbn, be, for,
Nearest to he: it, she, they, there, who, then, backslash, but,
Nearest to if: when, callithrix, for, candide, although, where, agouti, bracing,
Nearest to history: aba, prospective, steelers, tamarin, peptide, agouti, microsite, haman,
Nearest to its: their, his, the, pairing, boutros, some, escalation, cebus,
Nearest to a: the, another, marmoset, cegep, callithrix, agouti, cebus, dasyprocta,
Nearest to will: would, can, may, must, could, might, should, to,
('Average loss at step ', 92000, ': ', 4.7146851714849474)
('Average loss at step ', 94000, ': ', 4.6265769623517992)
('Average loss at step ', 96000, ': ', 4.7305508151054383)
('Average loss at step ', 98000, ': ', 4.6262534256279473)
('Average loss at step ', 100000, ': ', 4.6827038342952729)
Nearest to first: second, cegep, next, callithrix, agouti, objectivism, interred, crb,
Nearest to UNK: callithrix, agouti, dasyprocta, tamarin, marmoset, cegep, tunings, abitibi,
Nearest to has: had, have, is, was, biconditional, fsm, already, altenberg,
Nearest to used: known, dasyprocta, considered, boutros, prat, tamarin, reuptake, metaphysical,
Nearest to may: can, would, will, could, should, must, might, categorised,
Nearest to so: abitibi, transferring, thaler, threatening, otherwise, residues, dasyprocta, palatal,
Nearest to while: and, but, however, though, thibetanus, although, when, aba,
Nearest to i: t, you, we, reginae, they, g, umbilical, microinstruction,
Nearest to were: are, was, have, had, be, being, while, is,
Nearest to by: with, through, specimens, was, be, as, thibetanus, gnutella,
Nearest to he: it, she, they, there, who, later, backslash, this,
Nearest to if: when, where, although, for, callithrix, candide, before, abwehr,
Nearest to history: aba, prospective, steelers, tamarin, peptide, agouti, microsite, chaldean,
Nearest to its: their, his, the, pairing, boutros, escalation, her, cebus,
Nearest to a: another, the, cegep, marmoset, agouti, cebus, callithrix, superfluid,
Nearest to will: would, can, may, must, could, might, should, to,