| step,train_loss,val_loss,val_perplexity,learning_rate |
| 0,8.261292934417725,8.367569484710693,4305.159580046974,4.0000000000000003e-07 |
| 1,8.163441836833954,None,None,6.000000000000001e-07 |
| 2,8.177353203296661,None,None,8.000000000000001e-07 |
| 3,8.168348789215088,None,None,1.0000000000000002e-06 |
| 4,8.076540052890778,None,None,1.2000000000000002e-06 |
| 5,7.815936863422394,None,None,1.4000000000000001e-06 |
| 6,7.896245896816254,None,None,1.6000000000000001e-06 |
| 7,7.62277615070343,None,None,1.8000000000000001e-06 |
| 8,7.4410223960876465,None,None,2.0000000000000003e-06 |
| 9,7.2093111872673035,None,None,2.2e-06 |
| 10,6.975111722946167,None,None,2.4000000000000003e-06 |
| 11,6.913655698299408,None,None,2.6e-06 |
| 12,6.826074838638306,None,None,2.8000000000000003e-06 |
| 13,6.770330011844635,None,None,3e-06 |
| 14,6.720040142536163,None,None,3.2000000000000003e-06 |
| 15,6.698519468307495,None,None,3.4000000000000005e-06 |
| 16,6.608599305152893,None,None,3.6000000000000003e-06 |
| 17,6.593647480010986,None,None,3.8000000000000005e-06 |
| 18,6.469860732555389,None,None,4.000000000000001e-06 |
| 19,6.429429352283478,None,None,4.2000000000000004e-06 |
| 20,6.311609864234924,None,None,4.4e-06 |
| 21,6.294034957885742,None,None,4.600000000000001e-06 |
| 22,6.333190381526947,None,None,4.800000000000001e-06 |
| 23,6.2032288908958435,None,None,5e-06 |
| 24,6.074349761009216,None,None,5.2e-06 |
| 25,6.041495740413666,None,None,5.400000000000001e-06 |
| 26,6.140882134437561,None,None,5.600000000000001e-06 |
| 27,5.9048484563827515,None,None,5.8e-06 |
| 28,5.890208125114441,None,None,6e-06 |
| 29,5.841541886329651,None,None,6.200000000000001e-06 |
| 30,5.716970205307007,None,None,6.4000000000000006e-06 |
| 31,5.772250652313232,None,None,6.600000000000001e-06 |
| 32,5.625128269195557,None,None,6.800000000000001e-06 |
| 33,5.614135146141052,None,None,7e-06 |
| 34,5.610735833644867,None,None,7.2000000000000005e-06 |
| 35,5.650689780712128,None,None,7.4e-06 |
| 36,5.3798434138298035,None,None,7.600000000000001e-06 |
| 37,5.436018347740173,None,None,7.800000000000002e-06 |
| 38,5.404404997825623,None,None,8.000000000000001e-06 |
| 39,5.440618932247162,None,None,8.2e-06 |
| 40,5.351420223712921,None,None,8.400000000000001e-06 |
| 41,5.34623920917511,None,None,8.6e-06 |
| 42,5.2838539481163025,None,None,8.8e-06 |
| 43,5.104320526123047,None,None,9e-06 |
| 44,5.148950219154358,None,None,9.200000000000002e-06 |
| 45,5.184379279613495,None,None,9.4e-06 |
| 46,5.016061782836914,None,None,9.600000000000001e-06 |
| 47,5.0828863978385925,None,None,9.800000000000001e-06 |
| 48,5.025748550891876,None,None,1e-05 |
| 49,4.951754093170166,None,None,1.02e-05 |
| 50,4.833639204502106,None,None,1.04e-05 |
| 51,4.771369397640228,None,None,1.0600000000000002e-05 |
| 52,4.717774152755737,None,None,1.0800000000000002e-05 |
| 53,4.820539176464081,None,None,1.1000000000000001e-05 |
| 54,4.857066333293915,None,None,1.1200000000000001e-05 |
| 55,4.711103618144989,None,None,1.14e-05 |
| 56,4.688219845294952,None,None,1.16e-05 |
| 57,4.597307562828064,None,None,1.18e-05 |
| 58,4.551635921001434,None,None,1.2e-05 |
| 59,4.58421665430069,None,None,1.22e-05 |
| 60,4.543719947338104,None,None,1.2400000000000002e-05 |
| 61,4.522010385990143,None,None,1.2600000000000001e-05 |
| 62,4.627478539943695,None,None,1.2800000000000001e-05 |
| 63,4.5739825963974,None,None,1.3000000000000001e-05 |
| 64,4.445137023925781,None,None,1.3200000000000002e-05 |
| 65,4.332988440990448,None,None,1.3400000000000002e-05 |
| 66,4.372862100601196,None,None,1.3600000000000002e-05 |
| 67,4.223928719758987,None,None,1.38e-05 |
| 68,4.305863559246063,None,None,1.4e-05 |
| 69,4.347627282142639,None,None,1.4200000000000001e-05 |
| 70,4.413300424814224,None,None,1.4400000000000001e-05 |
| 71,4.344864457845688,None,None,1.46e-05 |
| 72,4.242972820997238,None,None,1.48e-05 |
| 73,4.031886100769043,None,None,1.5000000000000002e-05 |
| 74,4.015578389167786,None,None,1.5200000000000002e-05 |
| 75,4.046565592288971,None,None,1.54e-05 |
| 76,4.039056867361069,None,None,1.5600000000000003e-05 |
| 77,3.900683283805847,None,None,1.58e-05 |
| 78,4.09597909450531,None,None,1.6000000000000003e-05 |
| 79,3.9002828896045685,None,None,1.62e-05 |
| 80,3.835624784231186,None,None,1.64e-05 |
| 81,3.958367168903351,None,None,1.66e-05 |
| 82,3.8370602130889893,None,None,1.6800000000000002e-05 |
| 83,3.79279163479805,None,None,1.7e-05 |
| 84,3.9009659588336945,None,None,1.72e-05 |
| 85,3.707729309797287,None,None,1.7400000000000003e-05 |
| 86,3.931636482477188,None,None,1.76e-05 |
| 87,3.6938535571098328,None,None,1.7800000000000002e-05 |
| 88,3.8825665414333344,None,None,1.8e-05 |
| 89,3.7894521355628967,None,None,1.8200000000000002e-05 |
| 90,3.691390246152878,None,None,1.8400000000000003e-05 |
| 91,3.6710696518421173,None,None,1.86e-05 |
| 92,3.6318428814411163,None,None,1.88e-05 |
| 93,3.5484158098697662,None,None,1.9e-05 |
| 94,3.615939825773239,None,None,1.9200000000000003e-05 |
| 95,3.608551263809204,None,None,1.94e-05 |
| 96,3.575754702091217,None,None,1.9600000000000002e-05 |
| 97,3.3789921402931213,None,None,1.98e-05 |
| 98,3.6145372688770294,None,None,2e-05 |
| 99,3.357224851846695,None,None,2e-05 |
| 100,3.2021254301071167,3.423757588068644,30.684498372703665,2e-05 |
| 101,3.317003160715103,None,None,2e-05 |
| 102,3.2356558740139008,None,None,2e-05 |
| 103,3.2960659563541412,None,None,2e-05 |
| 104,3.3148950040340424,None,None,2e-05 |
| 105,3.4104406535625458,None,None,2e-05 |
| 106,3.1494440734386444,None,None,2e-05 |
| 107,3.035324215888977,None,None,2e-05 |
| 108,3.2058411836624146,None,None,2e-05 |
| 109,3.1177440881729126,None,None,2e-05 |
| 110,3.0983194708824158,None,None,2e-05 |
| 111,3.0439885556697845,None,None,2e-05 |
| 112,3.15883806347847,None,None,2e-05 |
| 113,3.017989546060562,None,None,2e-05 |
| 114,3.022290915250778,None,None,2e-05 |
| 115,2.783576160669327,None,None,2e-05 |
| 116,2.9367659389972687,None,None,2e-05 |
| 117,3.0676648914813995,None,None,2e-05 |
| 118,2.87437841296196,None,None,2e-05 |
| 119,2.7975026667118073,None,None,2e-05 |
| 120,2.908842533826828,None,None,2e-05 |
| 121,2.7392400205135345,None,None,2e-05 |
| 122,2.744791567325592,None,None,2e-05 |
| 123,2.844683438539505,None,None,2e-05 |
| 124,2.839159846305847,None,None,2e-05 |
| 125,2.68056720495224,None,None,2e-05 |
| 126,2.7747884690761566,None,None,2e-05 |
| 127,2.796884149312973,None,None,2e-05 |
| 128,2.7488940060138702,None,None,2e-05 |
| 129,2.635950803756714,None,None,2e-05 |
| 130,2.6342001259326935,None,None,2e-05 |
| 131,2.6462216675281525,None,None,2e-05 |
| 132,2.461296558380127,None,None,2e-05 |
| 133,2.521627187728882,None,None,2e-05 |
| 134,2.602918356657028,None,None,2e-05 |
| 135,2.590325504541397,None,None,2e-05 |
| 136,2.382751762866974,None,None,2e-05 |
| 137,2.4930808544158936,None,None,2e-05 |
| 138,2.722613275051117,None,None,2e-05 |
| 139,2.3861756324768066,None,None,2e-05 |
| 140,2.371595025062561,None,None,2e-05 |
| 141,2.273716986179352,None,None,2e-05 |
| 142,2.5188612043857574,None,None,2e-05 |
| 143,2.454538345336914,None,None,2e-05 |
| 144,2.192589610815048,None,None,2e-05 |
| 145,2.29652301967144,None,None,2e-05 |
| 146,2.218859925866127,None,None,2e-05 |
| 147,2.4165745079517365,None,None,2e-05 |
| 148,2.1988307386636734,None,None,2e-05 |
| 149,2.379779040813446,None,None,2e-05 |
| 150,2.2218600660562515,None,None,2e-05 |
| 151,2.351611077785492,None,None,2e-05 |
| 152,2.089180052280426,None,None,2e-05 |
| 153,2.047184944152832,None,None,2e-05 |
| 154,2.2281170338392258,None,None,2e-05 |
| 155,2.2691055089235306,None,None,2e-05 |
| 156,2.2565267384052277,None,None,2e-05 |
| 157,2.252262979745865,None,None,2e-05 |
| 158,2.127178728580475,None,None,2e-05 |
| 159,2.1124915182590485,None,None,2e-05 |
| 160,2.1496333926916122,None,None,2e-05 |
| 161,2.1908611059188843,None,None,2e-05 |
| 162,2.0274095833301544,None,None,2e-05 |
| 163,2.1065411269664764,None,None,2e-05 |
| 164,2.0067661851644516,None,None,2e-05 |
| 165,2.2191324532032013,None,None,2e-05 |
| 166,2.16944819688797,None,None,2e-05 |
| 167,1.9189021289348602,None,None,2e-05 |
| 168,1.9401672929525375,None,None,2e-05 |
| 169,2.1057000309228897,None,None,2e-05 |
| 170,2.0840209424495697,None,None,2e-05 |
| 171,1.7573165744543076,None,None,2e-05 |
| 172,2.039648413658142,None,None,2e-05 |
| 173,1.9279413521289825,None,None,2e-05 |
| 174,1.9530391693115234,None,None,2e-05 |
| 175,2.029738172888756,None,None,2e-05 |
| 176,1.852142572402954,None,None,2e-05 |
| 177,2.0695592015981674,None,None,2e-05 |
| 178,1.8634213209152222,None,None,2e-05 |
| 179,1.8441505432128906,None,None,2e-05 |
| 180,1.8793940097093582,None,None,2e-05 |
| 181,1.7200284749269485,None,None,2e-05 |
| 182,1.7787855565547943,None,None,2e-05 |
| 183,1.9997882544994354,None,None,2e-05 |
| 184,1.8214413076639175,None,None,2e-05 |
| 185,1.6856354027986526,None,None,2e-05 |
| 186,1.773601919412613,None,None,2e-05 |
| 187,1.873384416103363,None,None,2e-05 |
| 188,1.7972178608179092,None,None,2e-05 |
| 189,1.7428040653467178,None,None,2e-05 |
| 190,1.675266981124878,None,None,2e-05 |
| 191,1.792445808649063,None,None,2e-05 |
| 192,1.6473048031330109,None,None,2e-05 |
| 193,1.6831112056970596,None,None,2e-05 |
| 194,1.8643322885036469,None,None,2e-05 |
| 195,1.83014278113842,None,None,2e-05 |
| 196,1.582194447517395,None,None,2e-05 |
| 197,1.6508467942476273,None,None,2e-05 |
| 198,1.9354162812232971,None,None,2e-05 |
| 199,1.5165023356676102,None,None,2e-05 |
| 200,1.7517023533582687,1.7506458218892416,5.758320324718025,2e-05 |
| 201,1.6173395961523056,None,None,2e-05 |
| 202,1.5287262946367264,None,None,2e-05 |
| 203,1.7858741879463196,None,None,2e-05 |
| 204,1.4788846671581268,None,None,2e-05 |
| 205,1.5867124646902084,None,None,2e-05 |
| 206,1.5561960190534592,None,None,2e-05 |
| 207,1.6554233729839325,None,None,2e-05 |
| 208,1.5400921255350113,None,None,2e-05 |
| 209,1.491695910692215,None,None,2e-05 |
| 210,1.4784211963415146,None,None,2e-05 |
| 211,1.5193863958120346,None,None,2e-05 |
| 212,1.5498751401901245,None,None,2e-05 |
| 213,1.5506616234779358,None,None,2e-05 |
| 214,1.5459262281656265,None,None,2e-05 |
| 215,1.474884569644928,None,None,2e-05 |
| 216,1.5531335920095444,None,None,2e-05 |
| 217,1.5825363099575043,None,None,2e-05 |
| 218,1.6134756356477737,None,None,2e-05 |
| 219,1.6596762537956238,None,None,2e-05 |
| 220,1.6337790042161942,None,None,2e-05 |
| 221,1.7885078191757202,None,None,2e-05 |
| 222,1.563613697886467,None,None,2e-05 |
| 223,1.524568423628807,None,None,2e-05 |
| 224,1.5064586102962494,None,None,2e-05 |
| 225,1.5275050550699234,None,None,2e-05 |
| 226,1.426622360944748,None,None,2e-05 |
| 227,1.6496621668338776,None,None,2e-05 |
| 228,1.4984694570302963,None,None,2e-05 |
| 229,1.352784439921379,None,None,2e-05 |
| 230,1.4005490243434906,None,None,2e-05 |
| 231,1.5127532333135605,None,None,2e-05 |
| 232,1.3917295038700104,None,None,2e-05 |
| 233,1.3841590583324432,None,None,2e-05 |
| 234,1.4242000728845596,None,None,2e-05 |
| 235,1.341633826494217,None,None,2e-05 |
| 236,1.3221472650766373,None,None,2e-05 |
| 237,1.3372543305158615,None,None,2e-05 |
| 238,1.5550192445516586,None,None,2e-05 |
| 239,1.3542469441890717,None,None,2e-05 |
| 240,1.3506201952695847,None,None,2e-05 |
| 241,1.3569926247000694,None,None,2e-05 |
| 242,1.2599622830748558,None,None,2e-05 |
| 243,1.4619792848825455,None,None,2e-05 |
| 244,1.414371706545353,None,None,2e-05 |
| 245,1.3867833316326141,None,None,2e-05 |
| 246,1.336819350719452,None,None,2e-05 |
| 247,1.4502881616353989,None,None,2e-05 |
| 248,1.5559400767087936,None,None,2e-05 |
| 249,1.3817663490772247,None,None,2e-05 |
| 250,1.3430901169776917,None,None,2e-05 |
| 251,1.3946528285741806,None,None,2e-05 |
| 252,1.3066276833415031,None,None,2e-05 |
| 253,1.410971961915493,None,None,2e-05 |
| 254,1.485862135887146,None,None,2e-05 |
| 255,1.3613857999444008,None,None,2e-05 |
| 256,1.270927645266056,None,None,2e-05 |
| 257,1.1764065474271774,None,None,2e-05 |
| 258,1.3578307330608368,None,None,2e-05 |
| 259,1.286030799150467,None,None,2e-05 |
| 260,1.2731995061039925,None,None,2e-05 |
| 261,1.2166038751602173,None,None,2e-05 |
| 262,1.3690613955259323,None,None,2e-05 |
| 263,1.4206503480672836,None,None,2e-05 |
| 264,1.344714730978012,None,None,2e-05 |
| 265,1.256966508924961,None,None,2e-05 |
| 266,1.1711866557598114,None,None,2e-05 |
| 267,1.2315493300557137,None,None,2e-05 |
| 268,1.3222937881946564,None,None,2e-05 |
| 269,1.2547919899225235,None,None,2e-05 |
| 270,1.2769374176859856,None,None,2e-05 |
| 271,1.243523545563221,None,None,2e-05 |
| 272,1.2905475348234177,None,None,2e-05 |
| 273,1.3598639592528343,None,None,2e-05 |
| 274,1.2796455845236778,None,None,2e-05 |
| 275,1.3255695179104805,None,None,2e-05 |
| 276,1.217159129679203,None,None,2e-05 |
| 277,1.3680592253804207,None,None,2e-05 |
| 278,1.2360766157507896,None,None,2e-05 |
| 279,1.319083996117115,None,None,2e-05 |
| 280,1.106729917228222,None,None,2e-05 |
| 281,1.0924593657255173,None,None,2e-05 |
| 282,1.221852533519268,None,None,2e-05 |
| 283,1.3107096701860428,None,None,2e-05 |
| 284,1.3262690901756287,None,None,2e-05 |
| 285,1.299238458275795,None,None,2e-05 |
| 286,1.2409028112888336,None,None,2e-05 |
| 287,1.0797364488244057,None,None,2e-05 |
| 288,1.05547846108675,None,None,2e-05 |
| 289,1.2110453397035599,None,None,2e-05 |
| 290,1.2175423502922058,None,None,2e-05 |
| 291,1.0959933996200562,None,None,2e-05 |
| 292,1.2728222087025642,None,None,2e-05 |
| 293,1.1497194170951843,None,None,2e-05 |
| 294,1.2054239436984062,None,None,2e-05 |
| 295,1.1784898713231087,None,None,2e-05 |
| 296,1.109102837741375,None,None,2e-05 |
| 297,1.2680979073047638,None,None,2e-05 |
| 298,1.1282253861427307,None,None,2e-05 |
| 299,1.3894686102867126,None,None,2e-05 |
| 300,1.181386113166809,1.2695217140515644,3.559149863831343,2e-05 |
| 301,1.2538943216204643,None,None,2e-05 |
| 302,1.1525194719433784,None,None,2e-05 |
| 303,1.0266179740428925,None,None,2e-05 |
| 304,1.1835416406393051,None,None,2e-05 |
| 305,0.9641729444265366,None,None,2e-05 |
| 306,1.0768364071846008,None,None,2e-05 |
| 307,1.1317846700549126,None,None,2e-05 |
| 308,1.19680754840374,None,None,2e-05 |
| 309,1.0605319067835808,None,None,2e-05 |
| 310,1.127291738986969,None,None,2e-05 |
| 311,1.2485387846827507,None,None,2e-05 |
| 312,1.3692906498908997,None,None,2e-05 |
| 313,1.153185285627842,None,None,2e-05 |
| 314,1.0923219919204712,None,None,2e-05 |
| 315,1.198511391878128,None,None,2e-05 |
| 316,1.1153592839837074,None,None,2e-05 |
| 317,1.194333016872406,None,None,2e-05 |
| 318,1.1558924615383148,None,None,2e-05 |
| 319,1.0611468479037285,None,None,2e-05 |
| 320,0.9382420927286148,None,None,2e-05 |
| 321,1.1343865022063255,None,None,2e-05 |
| 322,1.286887101829052,None,None,2e-05 |
| 323,1.204506516456604,None,None,2e-05 |
| 324,1.0209220349788666,None,None,2e-05 |
| 325,1.1177350282669067,None,None,2e-05 |
| 326,1.1662729308009148,None,None,2e-05 |
| 327,1.254777431488037,None,None,2e-05 |
| 328,0.974289134144783,None,None,2e-05 |
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|
|
