results 3 (epoch=100).txt

Epoch: [ 1], step: [10], time: [2.7649], loss: [0.00109137]
Epoch: [ 1], step: [20], time: [5.4004], loss: [0.00080989]
Epoch: [ 1], step: [30], time: [8.0478], loss: [0.00075109]
Epoch: [ 1], step: [40], time: [10.6777], loss: [0.00255918]
Epoch: [ 1], step: [50], time: [13.3149], loss: [0.00096065]
Epoch: [ 1], step: [60], time: [15.9459], loss: [0.00033348]
Epoch: [ 1], step: [70], time: [18.6621], loss: [0.00175625]
Epoch: [ 1], step: [80], time: [21.7127], loss: [0.00027413]
Epoch: [ 1], step: [90], time: [24.9195], loss: [0.00422178]
Epoch: [ 1], step: [100], time: [27.8999], loss: [0.00770430]
Epoch: [ 1], step: [110], time: [30.8688], loss: [0.00030762]
Epoch: [ 1], step: [120], time: [33.6139], loss: [0.00147307]
Epoch: [ 1], step: [130], time: [36.4298], loss: [0.00093158]
Epoch: [ 1], step: [140], time: [39.2302], loss: [0.00035774]
Epoch: [ 1], step: [150], time: [42.5349], loss: [0.00089210]
Epoch: [ 1], step: [160], time: [45.5014], loss: [0.00456960]
Epoch: [ 1], step: [170], time: [48.5560], loss: [0.00040237]
Epoch: [ 2], step: [180], time: [51.8430], loss: [0.00109148]
Epoch: [ 2], step: [190], time: [55.4951], loss: [0.00081008]
Epoch: [ 2], step: [200], time: [58.9257], loss: [0.00075120]
Epoch: [ 2], step: [210], time: [61.6261], loss: [0.00255910]
Epoch: [ 2], step: [220], time: [64.2526], loss: [0.00096062]
Epoch: [ 2], step: [230], time: [67.1055], loss: [0.00033346]
Epoch: [ 2], step: [240], time: [69.8098], loss: [0.00175630]
Epoch: [ 2], step: [250], time: [73.0016], loss: [0.00027418]
Epoch: [ 2], step: [260], time: [76.4548], loss: [0.00422178]
Epoch: [ 2], step: [270], time: [79.4243], loss: [0.00770428]
Epoch: [ 2], step: [280], time: [82.0953], loss: [0.00030762]
Epoch: [ 2], step: [290], time: [84.7557], loss: [0.00147304]
Epoch: [ 2], step: [300], time: [87.4263], loss: [0.00093157]
Epoch: [ 2], step: [310], time: [90.1008], loss: [0.00035775]
Epoch: [ 2], step: [320], time: [92.7657], loss: [0.00089208]
Epoch: [ 2], step: [330], time: [95.4585], loss: [0.00456959]
Epoch: [ 2], step: [340], time: [98.1546], loss: [0.00040236]
Epoch: [ 3], step: [350], time: [100.8540], loss: [0.00109149]
Epoch: [ 3], step: [360], time: [103.5235], loss: [0.00081011]
Epoch: [ 3], step: [370], time: [106.1970], loss: [0.00075121]
Epoch: [ 3], step: [380], time: [108.9454], loss: [0.00255910]
Epoch: [ 3], step: [390], time: [111.5880], loss: [0.00096062]
Epoch: [ 3], step: [400], time: [114.2134], loss: [0.00033346]
Epoch: [ 3], step: [410], time: [116.8719], loss: [0.00175630]
Epoch: [ 3], step: [420], time: [119.5528], loss: [0.00027418]
Epoch: [ 3], step: [430], time: [122.2151], loss: [0.00422178]
Epoch: [ 3], step: [440], time: [125.1980], loss: [0.00770428]
Epoch: [ 3], step: [450], time: [128.5251], loss: [0.00030762]
Epoch: [ 3], step: [460], time: [131.8896], loss: [0.00147303]
Epoch: [ 3], step: [470], time: [135.4302], loss: [0.00093157]
Epoch: [ 3], step: [480], time: [139.2068], loss: [0.00035775]
Epoch: [ 3], step: [490], time: [142.5064], loss: [0.00089208]
Epoch: [ 3], step: [500], time: [146.1528], loss: [0.00456959]
Epoch: [ 3], step: [510], time: [149.6536], loss: [0.00040236]
Epoch: [ 4], step: [520], time: [152.4868], loss: [0.00109149]
Epoch: [ 4], step: [530], time: [155.3962], loss: [0.00081011]
Epoch: [ 4], step: [540], time: [158.8096], loss: [0.00075121]
Epoch: [ 4], step: [550], time: [162.2542], loss: [0.00255909]
Epoch: [ 4], step: [560], time: [165.4258], loss: [0.00096062]
Epoch: [ 4], step: [570], time: [169.1427], loss: [0.00033346]
Epoch: [ 4], step: [580], time: [172.1538], loss: [0.00175631]
Epoch: [ 4], step: [590], time: [175.3960], loss: [0.00027418]
Epoch: [ 4], step: [600], time: [178.5158], loss: [0.00422178]
Epoch: [ 4], step: [610], time: [182.6560], loss: [0.00770428]
Epoch: [ 4], step: [620], time: [186.4074], loss: [0.00030762]
Epoch: [ 4], step: [630], time: [189.9155], loss: [0.00147303]
Epoch: [ 4], step: [640], time: [193.2974], loss: [0.00093157]
Epoch: [ 4], step: [650], time: [196.7142], loss: [0.00035775]
Epoch: [ 4], step: [660], time: [200.1037], loss: [0.00089208]
Epoch: [ 4], step: [670], time: [203.9938], loss: [0.00456958]
Epoch: [ 4], step: [680], time: [207.7282], loss: [0.00040236]
Epoch: [ 5], step: [690], time: [212.5322], loss: [0.00109149]
Epoch: [ 5], step: [700], time: [216.9102], loss: [0.00081011]
Epoch: [ 5], step: [710], time: [220.3600], loss: [0.00075121]
Epoch: [ 5], step: [720], time: [224.0186], loss: [0.00255909]
Epoch: [ 5], step: [730], time: [227.1704], loss: [0.00096062]
Epoch: [ 5], step: [740], time: [229.9177], loss: [0.00033346]
Epoch: [ 5], step: [750], time: [233.3370], loss: [0.00175630]
Epoch: [ 5], step: [760], time: [236.2566], loss: [0.00027418]
Epoch: [ 5], step: [770], time: [238.9471], loss: [0.00422178]
Epoch: [ 5], step: [780], time: [242.3242], loss: [0.00770428]
Epoch: [ 5], step: [790], time: [245.5298], loss: [0.00030762]
Epoch: [ 5], step: [800], time: [248.5705], loss: [0.00147303]
Epoch: [ 5], step: [810], time: [251.4618], loss: [0.00093157]
Epoch: [ 5], step: [820], time: [254.3383], loss: [0.00035775]
Epoch: [ 5], step: [830], time: [257.1574], loss: [0.00089208]
Epoch: [ 5], step: [840], time: [260.1834], loss: [0.00456958]
Epoch: [ 5], step: [850], time: [263.3498], loss: [0.00040236]
Epoch: [ 6], step: [860], time: [266.6986], loss: [0.00109149]
Epoch: [ 6], step: [870], time: [270.1559], loss: [0.00081011]
Epoch: [ 6], step: [880], time: [272.8742], loss: [0.00075121]
Epoch: [ 6], step: [890], time: [275.9882], loss: [0.00255909]
Epoch: [ 6], step: [900], time: [279.4545], loss: [0.00096062]
Epoch: [ 6], step: [910], time: [283.0311], loss: [0.00033346]
Epoch: [ 6], step: [920], time: [286.8621], loss: [0.00175630]
Epoch: [ 6], step: [930], time: [289.6779], loss: [0.00027418]
Epoch: [ 6], step: [940], time: [292.4391], loss: [0.00422178]
Epoch: [ 6], step: [950], time: [295.6385], loss: [0.00770428]
Epoch: [ 6], step: [960], time: [299.0157], loss: [0.00030762]
Epoch: [ 6], step: [970], time: [301.7116], loss: [0.00147303]
Epoch: [ 6], step: [980], time: [304.3404], loss: [0.00093157]
Epoch: [ 6], step: [990], time: [307.2321], loss: [0.00035775]
Epoch: [ 6], step: [1000], time: [310.2067], loss: [0.00089208]
Epoch: [ 6], step: [1010], time: [313.2307], loss: [0.00456958]
Epoch: [ 6], step: [1020], time: [315.9500], loss: [0.00040236]
Epoch: [ 7], step: [1030], time: [318.7064], loss: [0.00109149]
Epoch: [ 7], step: [1040], time: [321.3944], loss: [0.00081011]
Epoch: [ 7], step: [1050], time: [324.1113], loss: [0.00075121]
Epoch: [ 7], step: [1060], time: [326.8342], loss: [0.00255909]
Epoch: [ 7], step: [1070], time: [329.8699], loss: [0.00096062]
Epoch: [ 7], step: [1080], time: [333.2227], loss: [0.00033346]
Epoch: [ 7], step: [1090], time: [336.7691], loss: [0.00175630]
Epoch: [ 7], step: [1100], time: [339.5250], loss: [0.00027418]
Epoch: [ 7], step: [1110], time: [342.2874], loss: [0.00422178]
Epoch: [ 7], step: [1120], time: [345.2596], loss: [0.00770428]
Epoch: [ 7], step: [1130], time: [348.0093], loss: [0.00030762]
Epoch: [ 7], step: [1140], time: [350.9188], loss: [0.00147303]
Epoch: [ 7], step: [1150], time: [353.6518], loss: [0.00093157]
Epoch: [ 7], step: [1160], time: [356.4463], loss: [0.00035775]
Epoch: [ 7], step: [1170], time: [359.1171], loss: [0.00089208]
Epoch: [ 7], step: [1180], time: [361.9808], loss: [0.00456958]
Epoch: [ 7], step: [1190], time: [364.8063], loss: [0.00040236]
Epoch: [ 8], step: [1200], time: [367.9861], loss: [0.00109149]
Epoch: [ 8], step: [1210], time: [371.2301], loss: [0.00081011]
Epoch: [ 8], step: [1220], time: [374.4329], loss: [0.00075121]
Epoch: [ 8], step: [1230], time: [377.2222], loss: [0.00255909]
Epoch: [ 8], step: [1240], time: [379.9472], loss: [0.00096062]
Epoch: [ 8], step: [1250], time: [382.6565], loss: [0.00033346]
Epoch: [ 8], step: [1260], time: [385.4930], loss: [0.00175630]
Epoch: [ 8], step: [1270], time: [388.2900], loss: [0.00027418]
Epoch: [ 8], step: [1280], time: [391.2438], loss: [0.00422178]
Epoch: [ 8], step: [1290], time: [393.9481], loss: [0.00770428]
Epoch: [ 8], step: [1300], time: [396.7192], loss: [0.00030762]
Epoch: [ 8], step: [1310], time: [399.4867], loss: [0.00147303]
Epoch: [ 8], step: [1320], time: [402.1058], loss: [0.00093157]
Epoch: [ 8], step: [1330], time: [404.7219], loss: [0.00035775]
Epoch: [ 8], step: [1340], time: [407.4092], loss: [0.00089208]
Epoch: [ 8], step: [1350], time: [410.0744], loss: [0.00456958]
Epoch: [ 8], step: [1360], time: [412.8516], loss: [0.00040236]
Epoch: [ 9], step: [1370], time: [416.3582], loss: [0.00109149]
Epoch: [ 9], step: [1380], time: [419.1324], loss: [0.00081011]
Epoch: [ 9], step: [1390], time: [421.9267], loss: [0.00075121]
Epoch: [ 9], step: [1400], time: [424.9457], loss: [0.00255909]
Epoch: [ 9], step: [1410], time: [427.6884], loss: [0.00096062]
Epoch: [ 9], step: [1420], time: [430.3333], loss: [0.00033346]
Epoch: [ 9], step: [1430], time: [433.3037], loss: [0.00175630]
Epoch: [ 9], step: [1440], time: [436.0107], loss: [0.00027418]
Epoch: [ 9], step: [1450], time: [438.9159], loss: [0.00422178]
Epoch: [ 9], step: [1460], time: [442.0330], loss: [0.00770428]
Epoch: [ 9], step: [1470], time: [444.8770], loss: [0.00030762]
Epoch: [ 9], step: [1480], time: [447.7595], loss: [0.00147303]
Epoch: [ 9], step: [1490], time: [450.5213], loss: [0.00093157]
Epoch: [ 9], step: [1500], time: [453.2845], loss: [0.00035775]
Epoch: [ 9], step: [1510], time: [456.4421], loss: [0.00089208]
Epoch: [ 9], step: [1520], time: [459.5848], loss: [0.00456958]
Epoch: [ 9], step: [1530], time: [462.4031], loss: [0.00040236]
Epoch: [10], step: [1540], time: [465.2110], loss: [0.00109149]
Epoch: [10], step: [1550], time: [467.8536], loss: [0.00081011]
Epoch: [10], step: [1560], time: [470.4920], loss: [0.00075121]
Epoch: [10], step: [1570], time: [473.2834], loss: [0.00255909]
Epoch: [10], step: [1580], time: [476.2685], loss: [0.00096062]
Epoch: [10], step: [1590], time: [479.1697], loss: [0.00033346]
Epoch: [10], step: [1600], time: [482.0981], loss: [0.00175630]
Epoch: [10], step: [1610], time: [484.8788], loss: [0.00027418]
Epoch: [10], step: [1620], time: [487.7385], loss: [0.00422178]
Epoch: [10], step: [1630], time: [490.4743], loss: [0.00770428]
Epoch: [10], step: [1640], time: [493.4746], loss: [0.00030762]
Epoch: [10], step: [1650], time: [496.3667], loss: [0.00147303]
Epoch: [10], step: [1660], time: [499.3600], loss: [0.00093157]
Epoch: [10], step: [1670], time: [502.1838], loss: [0.00035775]
Epoch: [10], step: [1680], time: [505.2022], loss: [0.00089208]
Epoch: [10], step: [1690], time: [508.3976], loss: [0.00456958]
Epoch: [10], step: [1700], time: [511.0931], loss: [0.00040236]
Epoch: [11], step: [1710], time: [513.8642], loss: [0.00109149]
Epoch: [11], step: [1720], time: [516.8661], loss: [0.00081011]
Epoch: [11], step: [1730], time: [520.4322], loss: [0.00075121]
Epoch: [11], step: [1740], time: [523.4970], loss: [0.00255909]
Epoch: [11], step: [1750], time: [527.4039], loss: [0.00096062]
Epoch: [11], step: [1760], time: [530.7298], loss: [0.00033346]
Epoch: [11], step: [1770], time: [533.8662], loss: [0.00175630]
Epoch: [11], step: [1780], time: [537.0409], loss: [0.00027418]
Epoch: [11], step: [1790], time: [539.9836], loss: [0.00422178]
Epoch: [11], step: [1800], time: [543.0593], loss: [0.00770428]
Epoch: [11], step: [1810], time: [545.9762], loss: [0.00030762]
Epoch: [11], step: [1820], time: [549.1060], loss: [0.00147303]
Epoch: [11], step: [1830], time: [551.7393], loss: [0.00093157]
Epoch: [11], step: [1840], time: [554.3753], loss: [0.00035775]
Epoch: [11], step: [1850], time: [557.0148], loss: [0.00089208]
Epoch: [11], step: [1860], time: [559.6319], loss: [0.00456958]
Epoch: [11], step: [1870], time: [562.2670], loss: [0.00040236]
Epoch: [12], step: [1880], time: [565.2308], loss: [0.00109149]
Epoch: [12], step: [1890], time: [568.5754], loss: [0.00081011]
Epoch: [12], step: [1900], time: [571.8611], loss: [0.00075121]
Epoch: [12], step: [1910], time: [575.1447], loss: [0.00255909]
Epoch: [12], step: [1920], time: [577.7877], loss: [0.00096062]
Epoch: [12], step: [1930], time: [580.4350], loss: [0.00033346]
Epoch: [12], step: [1940], time: [583.0791], loss: [0.00175630]
Epoch: [12], step: [1950], time: [585.7517], loss: [0.00027418]
Epoch: [12], step: [1960], time: [588.4303], loss: [0.00422178]
Epoch: [12], step: [1970], time: [591.1489], loss: [0.00770428]
Epoch: [12], step: [1980], time: [593.9313], loss: [0.00030762]
Epoch: [12], step: [1990], time: [597.2377], loss: [0.00147303]
Epoch: [12], step: [2000], time: [600.3770], loss: [0.00093157]
Epoch: [12], step: [2010], time: [604.2091], loss: [0.00035775]
Epoch: [12], step: [2020], time: [607.5267], loss: [0.00089208]
Epoch: [12], step: [2030], time: [610.7220], loss: [0.00456957]
Epoch: [12], step: [2040], time: [613.7110], loss: [0.00040236]
Epoch: [13], step: [2050], time: [616.7396], loss: [0.00109149]
Epoch: [13], step: [2060], time: [619.4905], loss: [0.00081011]
Epoch: [13], step: [2070], time: [622.3849], loss: [0.00075121]
Epoch: [13], step: [2080], time: [625.3801], loss: [0.00255909]
Epoch: [13], step: [2090], time: [628.1675], loss: [0.00096062]
Epoch: [13], step: [2100], time: [630.9234], loss: [0.00033346]
Epoch: [13], step: [2110], time: [633.6131], loss: [0.00175630]
Epoch: [13], step: [2120], time: [636.3115], loss: [0.00027418]
Epoch: [13], step: [2130], time: [639.0731], loss: [0.00422178]
Epoch: [13], step: [2140], time: [641.8143], loss: [0.00770428]
Epoch: [13], step: [2150], time: [644.6361], loss: [0.00030762]
Epoch: [13], step: [2160], time: [647.4542], loss: [0.00147303]
Epoch: [13], step: [2170], time: [650.1461], loss: [0.00093157]
Epoch: [13], step: [2180], time: [652.8786], loss: [0.00035775]
Epoch: [13], step: [2190], time: [655.5092], loss: [0.00089208]
Epoch: [13], step: [2200], time: [658.5861], loss: [0.00456957]
Epoch: [13], step: [2210], time: [661.6142], loss: [0.00040236]
Epoch: [14], step: [2220], time: [664.4436], loss: [0.00109149]
Epoch: [14], step: [2230], time: [667.1330], loss: [0.00081011]
Epoch: [14], step: [2240], time: [669.8032], loss: [0.00075121]
Epoch: [14], step: [2250], time: [672.4454], loss: [0.00255909]
Epoch: [14], step: [2260], time: [675.1623], loss: [0.00096062]
Epoch: [14], step: [2270], time: [677.8467], loss: [0.00033346]
Epoch: [14], step: [2280], time: [680.5660], loss: [0.00175630]
Epoch: [14], step: [2290], time: [683.3064], loss: [0.00027418]
Epoch: [14], step: [2300], time: [686.3021], loss: [0.00422178]
Epoch: [14], step: [2310], time: [689.0452], loss: [0.00770428]
Epoch: [14], step: [2320], time: [691.8669], loss: [0.00030762]
Epoch: [14], step: [2330], time: [694.7238], loss: [0.00147303]
Epoch: [14], step: [2340], time: [697.4295], loss: [0.00093157]
Epoch: [14], step: [2350], time: [700.3288], loss: [0.00035775]
Epoch: [14], step: [2360], time: [703.1498], loss: [0.00089208]
Epoch: [14], step: [2370], time: [706.0670], loss: [0.00456957]
Epoch: [14], step: [2380], time: [709.0064], loss: [0.00040236]
Epoch: [15], step: [2390], time: [711.8551], loss: [0.00109149]
Epoch: [15], step: [2400], time: [714.6035], loss: [0.00081011]
Epoch: [15], step: [2410], time: [717.3136], loss: [0.00075121]
Epoch: [15], step: [2420], time: [720.2313], loss: [0.00255909]
Epoch: [15], step: [2430], time: [723.0566], loss: [0.00096062]
Epoch: [15], step: [2440], time: [725.9864], loss: [0.00033346]
Epoch: [15], step: [2450], time: [728.8612], loss: [0.00175630]
Epoch: [15], step: [2460], time: [731.7488], loss: [0.00027418]
Epoch: [15], step: [2470], time: [734.6644], loss: [0.00422178]
Epoch: [15], step: [2480], time: [737.5399], loss: [0.00770428]
Epoch: [15], step: [2490], time: [740.7650], loss: [0.00030762]
Epoch: [15], step: [2500], time: [743.8847], loss: [0.00147303]
Epoch: [15], step: [2510], time: [747.2571], loss: [0.00093157]
Epoch: [15], step: [2520], time: [750.4376], loss: [0.00035775]
Epoch: [15], step: [2530], time: [753.4975], loss: [0.00089208]
Epoch: [15], step: [2540], time: [756.5680], loss: [0.00456957]
Epoch: [15], step: [2550], time: [759.4560], loss: [0.00040236]
Epoch: [16], step: [2560], time: [762.3374], loss: [0.00109149]
Epoch: [16], step: [2570], time: [765.1146], loss: [0.00081011]
Epoch: [16], step: [2580], time: [767.7800], loss: [0.00075121]
Epoch: [16], step: [2590], time: [770.4619], loss: [0.00255909]
Epoch: [16], step: [2600], time: [773.1673], loss: [0.00096062]
Epoch: [16], step: [2610], time: [776.0169], loss: [0.00033346]
Epoch: [16], step: [2620], time: [778.9848], loss: [0.00175630]
Epoch: [16], step: [2630], time: [782.3043], loss: [0.00027418]
Epoch: [16], step: [2640], time: [785.2068], loss: [0.00422177]
Epoch: [16], step: [2650], time: [787.9635], loss: [0.00770428]
Epoch: [16], step: [2660], time: [790.6431], loss: [0.00030762]
Epoch: [16], step: [2670], time: [793.3546], loss: [0.00147303]
Epoch: [16], step: [2680], time: [796.0370], loss: [0.00093157]
Epoch: [16], step: [2690], time: [798.7691], loss: [0.00035775]
Epoch: [16], step: [2700], time: [801.4346], loss: [0.00089208]
Epoch: [16], step: [2710], time: [804.0750], loss: [0.00456957]
Epoch: [16], step: [2720], time: [806.7332], loss: [0.00040236]
Epoch: [17], step: [2730], time: [809.4292], loss: [0.00109149]
Epoch: [17], step: [2740], time: [812.0751], loss: [0.00081011]
Epoch: [17], step: [2750], time: [814.8052], loss: [0.00075121]
Epoch: [17], step: [2760], time: [817.5415], loss: [0.00255909]
Epoch: [17], step: [2770], time: [820.2712], loss: [0.00096062]
Epoch: [17], step: [2780], time: [822.9955], loss: [0.00033346]
Epoch: [17], step: [2790], time: [825.7401], loss: [0.00175629]
Epoch: [17], step: [2800], time: [828.4152], loss: [0.00027418]
Epoch: [17], step: [2810], time: [831.0661], loss: [0.00422177]
Epoch: [17], step: [2820], time: [833.7592], loss: [0.00770428]
Epoch: [17], step: [2830], time: [836.4296], loss: [0.00030762]
Epoch: [17], step: [2840], time: [839.2962], loss: [0.00147303]
Epoch: [17], step: [2850], time: [842.1238], loss: [0.00093157]
Epoch: [17], step: [2860], time: [844.9269], loss: [0.00035775]
Epoch: [17], step: [2870], time: [847.6538], loss: [0.00089208]
Epoch: [17], step: [2880], time: [850.3922], loss: [0.00456957]
Epoch: [17], step: [2890], time: [853.4113], loss: [0.00040236]
Epoch: [18], step: [2900], time: [856.5898], loss: [0.00109149]
Epoch: [18], step: [2910], time: [859.2245], loss: [0.00081011]
Epoch: [18], step: [2920], time: [861.9928], loss: [0.00075121]
Epoch: [18], step: [2930], time: [864.6675], loss: [0.00255909]
Epoch: [18], step: [2940], time: [867.5550], loss: [0.00096062]
Epoch: [18], step: [2950], time: [870.5803], loss: [0.00033346]
Epoch: [18], step: [2960], time: [873.3660], loss: [0.00175629]
Epoch: [18], step: [2970], time: [876.2787], loss: [0.00027418]
Epoch: [18], step: [2980], time: [879.2254], loss: [0.00422177]
Epoch: [18], step: [2990], time: [882.2941], loss: [0.00770428]
Epoch: [18], step: [3000], time: [885.0249], loss: [0.00030762]
Epoch: [18], step: [3010], time: [888.0413], loss: [0.00147303]
Epoch: [18], step: [3020], time: [890.9957], loss: [0.00093157]
Epoch: [18], step: [3030], time: [893.7808], loss: [0.00035774]
Epoch: [18], step: [3040], time: [896.6443], loss: [0.00089208]
Epoch: [18], step: [3050], time: [900.1350], loss: [0.00456957]
Epoch: [18], step: [3060], time: [903.4700], loss: [0.00040236]
Epoch: [19], step: [3070], time: [906.2657], loss: [0.00109149]
Epoch: [19], step: [3080], time: [908.9396], loss: [0.00081011]
Epoch: [19], step: [3090], time: [911.6160], loss: [0.00075121]
Epoch: [19], step: [3100], time: [914.2540], loss: [0.00255909]
Epoch: [19], step: [3110], time: [917.3895], loss: [0.00096062]
Epoch: [19], step: [3120], time: [920.0008], loss: [0.00033346]
Epoch: [19], step: [3130], time: [922.8497], loss: [0.00175629]
Epoch: [19], step: [3140], time: [925.4887], loss: [0.00027418]
Epoch: [19], step: [3150], time: [928.1587], loss: [0.00422177]
Epoch: [19], step: [3160], time: [931.0457], loss: [0.00770428]
Epoch: [19], step: [3170], time: [933.7804], loss: [0.00030762]
Epoch: [19], step: [3180], time: [936.4415], loss: [0.00147303]
Epoch: [19], step: [3190], time: [939.1969], loss: [0.00093157]
Epoch: [19], step: [3200], time: [941.8435], loss: [0.00035774]
Epoch: [19], step: [3210], time: [944.5541], loss: [0.00089207]
Epoch: [19], step: [3220], time: [947.4425], loss: [0.00456957]
Epoch: [19], step: [3230], time: [950.3957], loss: [0.00040236]
Epoch: [20], step: [3240], time: [953.5488], loss: [0.00109149]
Epoch: [20], step: [3250], time: [956.4131], loss: [0.00081011]
Epoch: [20], step: [3260], time: [959.3673], loss: [0.00075121]
Epoch: [20], step: [3270], time: [962.2746], loss: [0.00255909]
Epoch: [20], step: [3280], time: [965.5865], loss: [0.00096062]
Epoch: [20], step: [3290], time: [968.6575], loss: [0.00033346]
Epoch: [20], step: [3300], time: [971.9265], loss: [0.00175629]
Epoch: [20], step: [3310], time: [974.6110], loss: [0.00027418]
Epoch: [20], step: [3320], time: [977.2863], loss: [0.00422177]
Epoch: [20], step: [3330], time: [979.9512], loss: [0.00770428]
Epoch: [20], step: [3340], time: [982.6368], loss: [0.00030762]
Epoch: [20], step: [3350], time: [985.3023], loss: [0.00147303]
Epoch: [20], step: [3360], time: [988.0343], loss: [0.00093157]
Epoch: [20], step: [3370], time: [990.8053], loss: [0.00035774]
Epoch: [20], step: [3380], time: [993.4939], loss: [0.00089207]
Epoch: [20], step: [3390], time: [996.2068], loss: [0.00456957]
Epoch: [20], step: [3400], time: [998.8787], loss: [0.00040236]
Epoch: [21], step: [3410], time: [1001.5493], loss: [0.00109149]
Epoch: [21], step: [3420], time: [1004.2012], loss: [0.00081011]
Epoch: [21], step: [3430], time: [1006.8513], loss: [0.00075121]
Epoch: [21], step: [3440], time: [1009.5248], loss: [0.00255909]
Epoch: [21], step: [3450], time: [1012.1812], loss: [0.00096062]
Epoch: [21], step: [3460], time: [1014.8598], loss: [0.00033346]
Epoch: [21], step: [3470], time: [1017.5138], loss: [0.00175629]
Epoch: [21], step: [3480], time: [1020.2334], loss: [0.00027418]
Epoch: [21], step: [3490], time: [1022.9588], loss: [0.00422177]
Epoch: [21], step: [3500], time: [1025.6195], loss: [0.00770428]
Epoch: [21], step: [3510], time: [1028.5374], loss: [0.00030762]
Epoch: [21], step: [3520], time: [1031.2010], loss: [0.00147303]
Epoch: [21], step: [3530], time: [1033.9935], loss: [0.00093157]
Epoch: [21], step: [3540], time: [1036.7240], loss: [0.00035774]
Epoch: [21], step: [3550], time: [1039.4339], loss: [0.00089207]
Epoch: [21], step: [3560], time: [1042.1773], loss: [0.00456956]
Epoch: [21], step: [3570], time: [1044.8982], loss: [0.00040236]
Epoch: [22], step: [3580], time: [1047.5681], loss: [0.00109149]
Epoch: [22], step: [3590], time: [1050.2481], loss: [0.00081011]
Epoch: [22], step: [3600], time: [1052.9127], loss: [0.00075121]
Epoch: [22], step: [3610], time: [1055.5513], loss: [0.00255909]
Epoch: [22], step: [3620], time: [1058.2068], loss: [0.00096061]
Epoch: [22], step: [3630], time: [1060.8545], loss: [0.00033346]
Epoch: [22], step: [3640], time: [1063.5289], loss: [0.00175629]
Epoch: [22], step: [3650], time: [1066.2088], loss: [0.00027418]
Epoch: [22], step: [3660], time: [1068.8364], loss: [0.00422177]
Epoch: [22], step: [3670], time: [1071.5235], loss: [0.00770428]
Epoch: [22], step: [3680], time: [1074.1875], loss: [0.00030762]
Epoch: [22], step: [3690], time: [1076.8360], loss: [0.00147303]
Epoch: [22], step: [3700], time: [1079.4872], loss: [0.00093157]
Epoch: [22], step: [3710], time: [1082.1913], loss: [0.00035774]
Epoch: [22], step: [3720], time: [1084.8956], loss: [0.00089207]
Epoch: [22], step: [3730], time: [1087.6438], loss: [0.00456956]
Epoch: [22], step: [3740], time: [1090.3281], loss: [0.00040236]
Epoch: [23], step: [3750], time: [1092.9832], loss: [0.00109149]
Epoch: [23], step: [3760], time: [1095.6733], loss: [0.00081011]
Epoch: [23], step: [3770], time: [1098.3642], loss: [0.00075121]
Epoch: [23], step: [3780], time: [1101.0460], loss: [0.00255909]
Epoch: [23], step: [3790], time: [1103.8604], loss: [0.00096061]
Epoch: [23], step: [3800], time: [1106.5498], loss: [0.00033346]
Epoch: [23], step: [3810], time: [1109.2755], loss: [0.00175629]
Epoch: [23], step: [3820], time: [1111.9967], loss: [0.00027418]
Epoch: [23], step: [3830], time: [1114.6325], loss: [0.00422177]
Epoch: [23], step: [3840], time: [1117.2798], loss: [0.00770428]
Epoch: [23], step: [3850], time: [1119.9399], loss: [0.00030762]
Epoch: [23], step: [3860], time: [1122.6133], loss: [0.00147303]
Epoch: [23], step: [3870], time: [1125.2670], loss: [0.00093157]
Epoch: [23], step: [3880], time: [1127.9246], loss: [0.00035774]
Epoch: [23], step: [3890], time: [1130.6066], loss: [0.00089207]
Epoch: [23], step: [3900], time: [1133.2789], loss: [0.00456956]
Epoch: [23], step: [3910], time: [1135.9522], loss: [0.00040236]
Epoch: [24], step: [3920], time: [1138.7150], loss: [0.00109149]
Epoch: [24], step: [3930], time: [1141.3645], loss: [0.00081011]
Epoch: [24], step: [3940], time: [1144.0160], loss: [0.00075121]
Epoch: [24], step: [3950], time: [1146.6875], loss: [0.00255908]
Epoch: [24], step: [3960], time: [1149.4166], loss: [0.00096061]
Epoch: [24], step: [3970], time: [1152.0854], loss: [0.00033346]
Epoch: [24], step: [3980], time: [1154.7286], loss: [0.00175629]
Epoch: [24], step: [3990], time: [1157.3740], loss: [0.00027418]
Epoch: [24], step: [4000], time: [1160.0288], loss: [0.00422177]
Epoch: [24], step: [4010], time: [1162.8457], loss: [0.00770428]
Epoch: [24], step: [4020], time: [1165.4858], loss: [0.00030762]
Epoch: [24], step: [4030], time: [1168.1399], loss: [0.00147303]
Epoch: [24], step: [4040], time: [1170.8114], loss: [0.00093156]
Epoch: [24], step: [4050], time: [1173.4886], loss: [0.00035774]
Epoch: [24], step: [4060], time: [1176.1456], loss: [0.00089207]
Epoch: [24], step: [4070], time: [1178.7977], loss: [0.00456956]
Epoch: [24], step: [4080], time: [1181.4188], loss: [0.00040236]
Epoch: [25], step: [4090], time: [1184.1914], loss: [0.00109149]
Epoch: [25], step: [4100], time: [1186.9536], loss: [0.00081011]
Epoch: [25], step: [4110], time: [1189.6135], loss: [0.00075121]
Epoch: [25], step: [4120], time: [1192.3285], loss: [0.00255908]
Epoch: [25], step: [4130], time: [1194.9950], loss: [0.00096061]
Epoch: [25], step: [4140], time: [1197.6590], loss: [0.00033346]
Epoch: [25], step: [4150], time: [1200.3275], loss: [0.00175629]
Epoch: [25], step: [4160], time: [1202.9685], loss: [0.00027418]
Epoch: [25], step: [4170], time: [1205.6336], loss: [0.00422177]
Epoch: [25], step: [4180], time: [1208.3078], loss: [0.00770428]
Epoch: [25], step: [4190], time: [1211.0306], loss: [0.00030762]
Epoch: [25], step: [4200], time: [1213.8104], loss: [0.00147303]
Epoch: [25], step: [4210], time: [1216.5999], loss: [0.00093156]
Epoch: [25], step: [4220], time: [1219.3835], loss: [0.00035774]
Epoch: [25], step: [4230], time: [1222.1583], loss: [0.00089207]
Epoch: [25], step: [4240], time: [1224.9636], loss: [0.00456956]
Epoch: [25], step: [4250], time: [1227.6670], loss: [0.00040236]
Epoch: [26], step: [4260], time: [1230.3810], loss: [0.00109149]
Epoch: [26], step: [4270], time: [1233.0595], loss: [0.00081011]
Epoch: [26], step: [4280], time: [1235.7178], loss: [0.00075121]
Epoch: [26], step: [4290], time: [1238.3813], loss: [0.00255908]
Epoch: [26], step: [4300], time: [1241.0687], loss: [0.00096061]
Epoch: [26], step: [4310], time: [1243.7586], loss: [0.00033346]
Epoch: [26], step: [4320], time: [1246.4254], loss: [0.00175629]
Epoch: [26], step: [4330], time: [1249.2864], loss: [0.00027418]
Epoch: [26], step: [4340], time: [1251.9908], loss: [0.00422177]
Epoch: [26], step: [4350], time: [1254.6778], loss: [0.00770428]
Epoch: [26], step: [4360], time: [1257.4108], loss: [0.00030762]
Epoch: [26], step: [4370], time: [1260.1515], loss: [0.00147303]
Epoch: [26], step: [4380], time: [1262.8969], loss: [0.00093156]
Epoch: [26], step: [4390], time: [1265.5508], loss: [0.00035774]
Epoch: [26], step: [4400], time: [1268.1945], loss: [0.00089207]
Epoch: [26], step: [4410], time: [1270.9162], loss: [0.00456956]
Epoch: [26], step: [4420], time: [1273.5858], loss: [0.00040236]
Epoch: [27], step: [4430], time: [1276.2557], loss: [0.00109149]
Epoch: [27], step: [4440], time: [1278.9405], loss: [0.00081011]
Epoch: [27], step: [4450], time: [1281.6135], loss: [0.00075121]
Epoch: [27], step: [4460], time: [1284.4302], loss: [0.00255908]
Epoch: [27], step: [4470], time: [1287.1669], loss: [0.00096061]
Epoch: [27], step: [4480], time: [1289.9630], loss: [0.00033346]
Epoch: [27], step: [4490], time: [1292.7416], loss: [0.00175629]
Epoch: [27], step: [4500], time: [1295.3894], loss: [0.00027418]
Epoch: [27], step: [4510], time: [1298.4353], loss: [0.00422177]
Epoch: [27], step: [4520], time: [1301.0828], loss: [0.00770428]
Epoch: [27], step: [4530], time: [1303.7238], loss: [0.00030762]
Epoch: [27], step: [4540], time: [1306.3777], loss: [0.00147303]
Epoch: [27], step: [4550], time: [1309.0257], loss: [0.00093156]
Epoch: [27], step: [4560], time: [1311.6692], loss: [0.00035774]
Epoch: [27], step: [4570], time: [1314.3184], loss: [0.00089207]
Epoch: [27], step: [4580], time: [1316.9812], loss: [0.00456956]
Epoch: [27], step: [4590], time: [1319.6295], loss: [0.00040236]
Epoch: [28], step: [4600], time: [1322.4569], loss: [0.00109149]
Epoch: [28], step: [4610], time: [1325.2112], loss: [0.00081011]
Epoch: [28], step: [4620], time: [1327.8708], loss: [0.00075121]
Epoch: [28], step: [4630], time: [1330.5277], loss: [0.00255908]
Epoch: [28], step: [4640], time: [1333.3393], loss: [0.00096061]
Epoch: [28], step: [4650], time: [1336.0405], loss: [0.00033346]
Epoch: [28], step: [4660], time: [1338.7293], loss: [0.00175628]
Epoch: [28], step: [4670], time: [1341.6025], loss: [0.00027418]
Epoch: [28], step: [4680], time: [1344.3654], loss: [0.00422177]
Epoch: [28], step: [4690], time: [1347.0923], loss: [0.00770427]
Epoch: [28], step: [4700], time: [1349.7956], loss: [0.00030762]
Epoch: [28], step: [4710], time: [1352.4644], loss: [0.00147302]
Epoch: [28], step: [4720], time: [1355.1114], loss: [0.00093156]
Epoch: [28], step: [4730], time: [1357.7950], loss: [0.00035774]
Epoch: [28], step: [4740], time: [1360.4236], loss: [0.00089207]
Epoch: [28], step: [4750], time: [1363.0488], loss: [0.00456956]
Epoch: [28], step: [4760], time: [1365.6928], loss: [0.00040236]
Epoch: [29], step: [4770], time: [1368.3410], loss: [0.00109149]
Epoch: [29], step: [4780], time: [1371.0162], loss: [0.00081011]
Epoch: [29], step: [4790], time: [1373.6824], loss: [0.00075121]
Epoch: [29], step: [4800], time: [1376.3064], loss: [0.00255908]
Epoch: [29], step: [4810], time: [1378.9565], loss: [0.00096061]
Epoch: [29], step: [4820], time: [1381.6336], loss: [0.00033346]
Epoch: [29], step: [4830], time: [1384.3287], loss: [0.00175628]
Epoch: [29], step: [4840], time: [1386.9726], loss: [0.00027418]
Epoch: [29], step: [4850], time: [1389.6312], loss: [0.00422177]
Epoch: [29], step: [4860], time: [1392.3306], loss: [0.00770428]
Epoch: [29], step: [4870], time: [1395.0092], loss: [0.00030762]
Epoch: [29], step: [4880], time: [1397.6533], loss: [0.00147302]
Epoch: [29], step: [4890], time: [1400.2968], loss: [0.00093156]
Epoch: [29], step: [4900], time: [1402.9356], loss: [0.00035774]
Epoch: [29], step: [4910], time: [1405.6013], loss: [0.00089207]
Epoch: [29], step: [4920], time: [1408.2493], loss: [0.00456956]
Epoch: [29], step: [4930], time: [1410.9192], loss: [0.00040236]
Epoch: [30], step: [4940], time: [1413.6737], loss: [0.00109149]
Epoch: [30], step: [4950], time: [1416.3770], loss: [0.00081011]
Epoch: [30], step: [4960], time: [1419.0663], loss: [0.00075121]
Epoch: [30], step: [4970], time: [1421.7531], loss: [0.00255908]
Epoch: [30], step: [4980], time: [1424.3916], loss: [0.00096061]
Epoch: [30], step: [4990], time: [1427.0468], loss: [0.00033346]
Epoch: [30], step: [5000], time: [1429.6953], loss: [0.00175628]
Epoch: [30], step: [5010], time: [1432.5806], loss: [0.00027418]
Epoch: [30], step: [5020], time: [1435.2254], loss: [0.00422177]
Epoch: [30], step: [5030], time: [1437.8526], loss: [0.00770427]
Epoch: [30], step: [5040], time: [1440.5233], loss: [0.00030762]
Epoch: [30], step: [5050], time: [1443.1778], loss: [0.00147302]
Epoch: [30], step: [5060], time: [1445.8427], loss: [0.00093156]
Epoch: [30], step: [5070], time: [1448.4848], loss: [0.00035774]
Epoch: [30], step: [5080], time: [1451.1264], loss: [0.00089207]
Epoch: [30], step: [5090], time: [1453.8660], loss: [0.00456955]
Epoch: [30], step: [5100], time: [1456.5206], loss: [0.00040236]
Epoch: [31], step: [5110], time: [1459.1686], loss: [0.00109149]
Epoch: [31], step: [5120], time: [1461.9395], loss: [0.00081011]
Epoch: [31], step: [5130], time: [1464.6734], loss: [0.00075121]
Epoch: [31], step: [5140], time: [1467.3464], loss: [0.00255908]
Epoch: [31], step: [5150], time: [1470.0832], loss: [0.00096061]
Epoch: [31], step: [5160], time: [1472.7682], loss: [0.00033346]
Epoch: [31], step: [5170], time: [1475.4351], loss: [0.00175628]
Epoch: [31], step: [5180], time: [1478.0957], loss: [0.00027418]
Epoch: [31], step: [5190], time: [1480.8035], loss: [0.00422177]
Epoch: [31], step: [5200], time: [1483.6389], loss: [0.00770427]
Epoch: [31], step: [5210], time: [1486.6538], loss: [0.00030762]
Epoch: [31], step: [5220], time: [1489.5847], loss: [0.00147302]
Epoch: [31], step: [5230], time: [1492.3736], loss: [0.00093156]
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Epoch: [45], step: [7590], time: [2127.4605], loss: [0.00030762]
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Epoch: [45], step: [7620], time: [2135.4157], loss: [0.00035774]
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Epoch: [45], step: [7640], time: [2140.7371], loss: [0.00456954]
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Epoch: [46], step: [7660], time: [2146.0479], loss: [0.00109148]
Epoch: [46], step: [7670], time: [2148.7134], loss: [0.00081010]
Epoch: [46], step: [7680], time: [2151.3928], loss: [0.00075121]
Epoch: [46], step: [7690], time: [2154.0869], loss: [0.00255908]
Epoch: [46], step: [7700], time: [2156.7889], loss: [0.00096061]
Epoch: [46], step: [7710], time: [2159.4822], loss: [0.00033346]
Epoch: [46], step: [7720], time: [2162.1547], loss: [0.00175627]
Epoch: [46], step: [7730], time: [2164.9184], loss: [0.00027418]
Epoch: [46], step: [7740], time: [2167.6574], loss: [0.00422176]
Epoch: [46], step: [7750], time: [2170.3391], loss: [0.00770427]
Epoch: [46], step: [7760], time: [2173.0062], loss: [0.00030762]
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Epoch: [56], step: [9420], time: [2617.2129], loss: [0.00175626]
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Epoch: [57], step: [9630], time: [2673.7188], loss: [0.00030762]
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Epoch: [58], step: [9790], time: [2716.3534], loss: [0.00770427]
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Epoch: [60], step: [10120], time: [2805.0218], loss: [0.00422175]
Epoch: [60], step: [10130], time: [2807.6968], loss: [0.00770427]
Epoch: [60], step: [10140], time: [2810.3632], loss: [0.00030762]
Epoch: [60], step: [10150], time: [2813.0363], loss: [0.00147301]
Epoch: [60], step: [10160], time: [2815.7081], loss: [0.00093156]
Epoch: [60], step: [10170], time: [2818.3947], loss: [0.00035774]
Epoch: [60], step: [10180], time: [2821.0416], loss: [0.00089206]
Epoch: [60], step: [10190], time: [2823.6841], loss: [0.00456952]
Epoch: [60], step: [10200], time: [2826.3461], loss: [0.00040236]
Epoch: [61], step: [10210], time: [2829.0042], loss: [0.00109148]
Epoch: [61], step: [10220], time: [2831.6487], loss: [0.00081010]
Epoch: [61], step: [10230], time: [2834.3057], loss: [0.00075121]
Epoch: [61], step: [10240], time: [2836.9512], loss: [0.00255907]
Epoch: [61], step: [10250], time: [2839.6050], loss: [0.00096061]
Epoch: [61], step: [10260], time: [2842.2670], loss: [0.00033346]
Epoch: [61], step: [10270], time: [2844.9378], loss: [0.00175626]
Epoch: [61], step: [10280], time: [2847.5831], loss: [0.00027418]
Epoch: [61], step: [10290], time: [2850.2640], loss: [0.00422175]
Epoch: [61], step: [10300], time: [2852.9710], loss: [0.00770427]
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Epoch: [65], step: [11020], time: [3046.4046], loss: [0.00035774]
Epoch: [65], step: [11030], time: [3049.0794], loss: [0.00089206]
Epoch: [65], step: [11040], time: [3051.7285], loss: [0.00456952]
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Epoch: [66], step: [11080], time: [3062.7315], loss: [0.00075121]
Epoch: [66], step: [11090], time: [3065.3941], loss: [0.00255907]
Epoch: [66], step: [11100], time: [3068.0641], loss: [0.00096061]
Epoch: [66], step: [11110], time: [3070.8154], loss: [0.00033346]
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Epoch: [66], step: [11140], time: [3078.9920], loss: [0.00422175]
Epoch: [66], step: [11150], time: [3081.6728], loss: [0.00770426]
Epoch: [66], step: [11160], time: [3084.4837], loss: [0.00030762]
Epoch: [66], step: [11170], time: [3087.2616], loss: [0.00147301]
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Epoch: [66], step: [11200], time: [3095.2652], loss: [0.00089206]
Epoch: [66], step: [11210], time: [3097.8923], loss: [0.00456951]
Epoch: [66], step: [11220], time: [3100.5322], loss: [0.00040236]
Epoch: [67], step: [11230], time: [3103.2483], loss: [0.00109148]
Epoch: [67], step: [11240], time: [3105.8989], loss: [0.00081010]
Epoch: [67], step: [11250], time: [3108.5286], loss: [0.00075121]
Epoch: [67], step: [11260], time: [3111.1640], loss: [0.00255907]
Epoch: [67], step: [11270], time: [3113.7986], loss: [0.00096061]
Epoch: [67], step: [11280], time: [3116.4285], loss: [0.00033346]
Epoch: [67], step: [11290], time: [3119.0576], loss: [0.00175625]
Epoch: [67], step: [11300], time: [3121.7012], loss: [0.00027418]
Epoch: [67], step: [11310], time: [3124.3362], loss: [0.00422175]
Epoch: [67], step: [11320], time: [3126.9688], loss: [0.00770426]
Epoch: [67], step: [11330], time: [3129.6051], loss: [0.00030762]
Epoch: [67], step: [11340], time: [3132.2323], loss: [0.00147301]
Epoch: [67], step: [11350], time: [3134.8533], loss: [0.00093156]
Epoch: [67], step: [11360], time: [3137.5014], loss: [0.00035774]
Epoch: [67], step: [11370], time: [3140.1282], loss: [0.00089206]
Epoch: [67], step: [11380], time: [3142.7616], loss: [0.00456951]
Epoch: [67], step: [11390], time: [3145.4016], loss: [0.00040236]
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Epoch: [68], step: [11420], time: [3153.4026], loss: [0.00075121]
Epoch: [68], step: [11430], time: [3156.0637], loss: [0.00255906]
Epoch: [68], step: [11440], time: [3158.6887], loss: [0.00096061]
Epoch: [68], step: [11450], time: [3161.3651], loss: [0.00033346]
Epoch: [68], step: [11460], time: [3164.1319], loss: [0.00175625]
Epoch: [68], step: [11470], time: [3166.7610], loss: [0.00027418]
Epoch: [68], step: [11480], time: [3169.4015], loss: [0.00422175]
Epoch: [68], step: [11490], time: [3172.0173], loss: [0.00770426]
Epoch: [68], step: [11500], time: [3174.6205], loss: [0.00030762]
Epoch: [68], step: [11510], time: [3177.6469], loss: [0.00147301]
Epoch: [68], step: [11520], time: [3180.3014], loss: [0.00093156]
Epoch: [68], step: [11530], time: [3182.9185], loss: [0.00035774]
Epoch: [68], step: [11540], time: [3185.5452], loss: [0.00089206]
Epoch: [68], step: [11550], time: [3188.1667], loss: [0.00456951]
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Epoch: [69], step: [11570], time: [3193.4251], loss: [0.00109148]
Epoch: [69], step: [11580], time: [3196.0506], loss: [0.00081010]
Epoch: [69], step: [11590], time: [3198.6667], loss: [0.00075121]
Epoch: [69], step: [11600], time: [3201.2833], loss: [0.00255906]
Epoch: [69], step: [11610], time: [3203.9020], loss: [0.00096061]
Epoch: [69], step: [11620], time: [3206.5265], loss: [0.00033346]
Epoch: [69], step: [11630], time: [3209.1506], loss: [0.00175625]
Epoch: [69], step: [11640], time: [3211.7932], loss: [0.00027418]
Epoch: [69], step: [11650], time: [3214.4327], loss: [0.00422175]
Epoch: [69], step: [11660], time: [3217.1130], loss: [0.00770426]
Epoch: [69], step: [11670], time: [3219.7553], loss: [0.00030762]
Epoch: [69], step: [11680], time: [3222.4019], loss: [0.00147301]
Epoch: [69], step: [11690], time: [3225.1386], loss: [0.00093156]
Epoch: [69], step: [11700], time: [3227.7742], loss: [0.00035774]
Epoch: [69], step: [11710], time: [3230.4083], loss: [0.00089206]
Epoch: [69], step: [11720], time: [3233.0453], loss: [0.00456951]
Epoch: [69], step: [11730], time: [3235.6438], loss: [0.00040236]
Epoch: [70], step: [11740], time: [3238.2894], loss: [0.00109148]
Epoch: [70], step: [11750], time: [3240.9423], loss: [0.00081010]
Epoch: [70], step: [11760], time: [3243.5435], loss: [0.00075121]
Epoch: [70], step: [11770], time: [3246.1926], loss: [0.00255906]
Epoch: [70], step: [11780], time: [3248.8163], loss: [0.00096061]
Epoch: [70], step: [11790], time: [3251.4339], loss: [0.00033346]
Epoch: [70], step: [11800], time: [3254.0529], loss: [0.00175625]
Epoch: [70], step: [11810], time: [3256.6505], loss: [0.00027418]
Epoch: [70], step: [11820], time: [3259.2633], loss: [0.00422175]
Epoch: [70], step: [11830], time: [3261.8702], loss: [0.00770426]
Epoch: [70], step: [11840], time: [3264.4711], loss: [0.00030762]
Epoch: [70], step: [11850], time: [3267.0727], loss: [0.00147301]
Epoch: [70], step: [11860], time: [3269.7033], loss: [0.00093156]
Epoch: [70], step: [11870], time: [3272.3231], loss: [0.00035774]
Epoch: [70], step: [11880], time: [3274.9452], loss: [0.00089206]
Epoch: [70], step: [11890], time: [3277.5582], loss: [0.00456951]
Epoch: [70], step: [11900], time: [3280.1721], loss: [0.00040235]
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Epoch: [71], step: [11920], time: [3285.5487], loss: [0.00081010]
Epoch: [71], step: [11930], time: [3288.1961], loss: [0.00075121]
Epoch: [71], step: [11940], time: [3290.8411], loss: [0.00255906]
Epoch: [71], step: [11950], time: [3293.4961], loss: [0.00096061]
Epoch: [71], step: [11960], time: [3296.1290], loss: [0.00033346]
Epoch: [71], step: [11970], time: [3298.7351], loss: [0.00175625]
Epoch: [71], step: [11980], time: [3301.3731], loss: [0.00027418]
Epoch: [71], step: [11990], time: [3303.9874], loss: [0.00422175]
Epoch: [71], step: [12000], time: [3306.6033], loss: [0.00770426]
Epoch: [71], step: [12010], time: [3309.6101], loss: [0.00030762]
Epoch: [71], step: [12020], time: [3312.2493], loss: [0.00147301]
Epoch: [71], step: [12030], time: [3314.8678], loss: [0.00093156]
Epoch: [71], step: [12040], time: [3317.4840], loss: [0.00035774]
Epoch: [71], step: [12050], time: [3320.1029], loss: [0.00089206]
Epoch: [71], step: [12060], time: [3322.7194], loss: [0.00456951]
Epoch: [71], step: [12070], time: [3325.3513], loss: [0.00040235]
Epoch: [72], step: [12080], time: [3327.9846], loss: [0.00109148]
Epoch: [72], step: [12090], time: [3330.6042], loss: [0.00081010]
Epoch: [72], step: [12100], time: [3333.2299], loss: [0.00075120]
Epoch: [72], step: [12110], time: [3335.8411], loss: [0.00255906]
Epoch: [72], step: [12120], time: [3338.4685], loss: [0.00096061]
Epoch: [72], step: [12130], time: [3341.0847], loss: [0.00033346]
Epoch: [72], step: [12140], time: [3343.7068], loss: [0.00175625]
Epoch: [72], step: [12150], time: [3346.4207], loss: [0.00027418]
Epoch: [72], step: [12160], time: [3349.0300], loss: [0.00422175]
Epoch: [72], step: [12170], time: [3351.6434], loss: [0.00770426]
Epoch: [72], step: [12180], time: [3354.2964], loss: [0.00030762]
Epoch: [72], step: [12190], time: [3356.9332], loss: [0.00147301]
Epoch: [72], step: [12200], time: [3359.5746], loss: [0.00093156]
Epoch: [72], step: [12210], time: [3362.2556], loss: [0.00035774]
Epoch: [72], step: [12220], time: [3364.9181], loss: [0.00089206]
Epoch: [72], step: [12230], time: [3367.5292], loss: [0.00456951]
Epoch: [72], step: [12240], time: [3370.1438], loss: [0.00040235]
Epoch: [73], step: [12250], time: [3372.7663], loss: [0.00109148]
Epoch: [73], step: [12260], time: [3375.3813], loss: [0.00081010]
Epoch: [73], step: [12270], time: [3377.9961], loss: [0.00075120]
Epoch: [73], step: [12280], time: [3380.6180], loss: [0.00255906]
Epoch: [73], step: [12290], time: [3383.2437], loss: [0.00096061]
Epoch: [73], step: [12300], time: [3385.8428], loss: [0.00033346]
Epoch: [73], step: [12310], time: [3388.4495], loss: [0.00175625]
Epoch: [73], step: [12320], time: [3391.3156], loss: [0.00027418]
Epoch: [73], step: [12330], time: [3393.9297], loss: [0.00422175]
Epoch: [73], step: [12340], time: [3396.5588], loss: [0.00770426]
Epoch: [73], step: [12350], time: [3399.1795], loss: [0.00030762]
Epoch: [73], step: [12360], time: [3401.8009], loss: [0.00147301]
Epoch: [73], step: [12370], time: [3404.4122], loss: [0.00093156]
Epoch: [73], step: [12380], time: [3407.1086], loss: [0.00035774]
Epoch: [73], step: [12390], time: [3409.7278], loss: [0.00089206]
Epoch: [73], step: [12400], time: [3412.3683], loss: [0.00456951]
Epoch: [73], step: [12410], time: [3414.9924], loss: [0.00040235]
Epoch: [74], step: [12420], time: [3417.6068], loss: [0.00109148]
Epoch: [74], step: [12430], time: [3420.2317], loss: [0.00081010]
Epoch: [74], step: [12440], time: [3422.8802], loss: [0.00075120]
Epoch: [74], step: [12450], time: [3425.5341], loss: [0.00255906]
Epoch: [74], step: [12460], time: [3428.1900], loss: [0.00096061]
Epoch: [74], step: [12470], time: [3430.8137], loss: [0.00033345]
Epoch: [74], step: [12480], time: [3433.4352], loss: [0.00175625]
Epoch: [74], step: [12490], time: [3436.0444], loss: [0.00027418]
Epoch: [74], step: [12500], time: [3438.6734], loss: [0.00422175]
Epoch: [74], step: [12510], time: [3441.7760], loss: [0.00770426]
Epoch: [74], step: [12520], time: [3444.4882], loss: [0.00030762]
Epoch: [74], step: [12530], time: [3447.1375], loss: [0.00147301]
Epoch: [74], step: [12540], time: [3449.7627], loss: [0.00093156]
Epoch: [74], step: [12550], time: [3452.3851], loss: [0.00035774]
Epoch: [74], step: [12560], time: [3455.0254], loss: [0.00089206]
Epoch: [74], step: [12570], time: [3457.6378], loss: [0.00456951]
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Epoch: [75], step: [12590], time: [3462.8485], loss: [0.00109147]
Epoch: [75], step: [12600], time: [3465.4602], loss: [0.00081010]
Epoch: [75], step: [12610], time: [3468.1669], loss: [0.00075120]
Epoch: [75], step: [12620], time: [3470.7988], loss: [0.00255906]
Epoch: [75], step: [12630], time: [3473.4208], loss: [0.00096061]
Epoch: [75], step: [12640], time: [3476.0489], loss: [0.00033345]
Epoch: [75], step: [12650], time: [3478.6672], loss: [0.00175624]
Epoch: [75], step: [12660], time: [3481.2863], loss: [0.00027418]
Epoch: [75], step: [12670], time: [3483.9198], loss: [0.00422175]
Epoch: [75], step: [12680], time: [3486.5474], loss: [0.00770426]
Epoch: [75], step: [12690], time: [3489.2017], loss: [0.00030762]
Epoch: [75], step: [12700], time: [3491.8223], loss: [0.00147301]
Epoch: [75], step: [12710], time: [3494.4297], loss: [0.00093156]
Epoch: [75], step: [12720], time: [3497.1032], loss: [0.00035774]
Epoch: [75], step: [12730], time: [3499.7587], loss: [0.00089206]
Epoch: [75], step: [12740], time: [3502.4174], loss: [0.00456950]
Epoch: [75], step: [12750], time: [3505.0725], loss: [0.00040235]
Epoch: [76], step: [12760], time: [3507.7017], loss: [0.00109147]
Epoch: [76], step: [12770], time: [3510.3387], loss: [0.00081010]
Epoch: [76], step: [12780], time: [3513.0206], loss: [0.00075120]
Epoch: [76], step: [12790], time: [3515.6811], loss: [0.00255906]
Epoch: [76], step: [12800], time: [3518.3029], loss: [0.00096061]
Epoch: [76], step: [12810], time: [3520.9369], loss: [0.00033345]
Epoch: [76], step: [12820], time: [3523.5742], loss: [0.00175624]
Epoch: [76], step: [12830], time: [3526.1725], loss: [0.00027418]
Epoch: [76], step: [12840], time: [3528.8781], loss: [0.00422175]
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Epoch: [90], step: [15240], time: [4166.5747], loss: [0.00030762]
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Epoch: [90], step: [15270], time: [4174.4638], loss: [0.00035774]
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Epoch: [90], step: [15290], time: [4179.7259], loss: [0.00456949]
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Epoch: [91], step: [15310], time: [4184.9903], loss: [0.00109147]
Epoch: [91], step: [15320], time: [4187.6223], loss: [0.00081010]
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Epoch: [91], step: [15340], time: [4192.9917], loss: [0.00255905]
Epoch: [91], step: [15350], time: [4195.6323], loss: [0.00096061]
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Epoch: [91], step: [15370], time: [4201.0344], loss: [0.00175623]
Epoch: [91], step: [15380], time: [4203.6901], loss: [0.00027418]
Epoch: [91], step: [15390], time: [4206.3715], loss: [0.00422174]
Epoch: [91], step: [15400], time: [4209.0325], loss: [0.00770426]
Epoch: [91], step: [15410], time: [4211.7431], loss: [0.00030762]
Epoch: [91], step: [15420], time: [4214.3799], loss: [0.00147300]
Epoch: [91], step: [15430], time: [4217.0238], loss: [0.00093155]
Epoch: [91], step: [15440], time: [4219.6527], loss: [0.00035774]
Epoch: [91], step: [15450], time: [4222.2898], loss: [0.00089206]
Epoch: [91], step: [15460], time: [4224.9398], loss: [0.00456949]
Epoch: [91], step: [15470], time: [4227.5839], loss: [0.00040235]
Epoch: [92], step: [15480], time: [4230.2309], loss: [0.00109147]
Epoch: [92], step: [15490], time: [4232.9059], loss: [0.00081010]
Epoch: [92], step: [15500], time: [4235.5325], loss: [0.00075120]
Epoch: [92], step: [15510], time: [4238.3314], loss: [0.00255905]
Epoch: [92], step: [15520], time: [4240.9971], loss: [0.00096061]
Epoch: [92], step: [15530], time: [4243.6422], loss: [0.00033345]
Epoch: [92], step: [15540], time: [4246.2634], loss: [0.00175623]
Epoch: [92], step: [15550], time: [4248.8974], loss: [0.00027418]
Epoch: [92], step: [15560], time: [4251.5405], loss: [0.00422174]
Epoch: [92], step: [15570], time: [4254.1847], loss: [0.00770426]
Epoch: [92], step: [15580], time: [4256.8215], loss: [0.00030762]
Epoch: [92], step: [15590], time: [4259.5339], loss: [0.00147300]
Epoch: [92], step: [15600], time: [4262.1860], loss: [0.00093155]
Epoch: [92], step: [15610], time: [4264.8675], loss: [0.00035774]
Epoch: [92], step: [15620], time: [4267.5514], loss: [0.00089206]
Epoch: [92], step: [15630], time: [4270.2422], loss: [0.00456948]
Epoch: [92], step: [15640], time: [4272.9241], loss: [0.00040235]
Epoch: [93], step: [15650], time: [4275.5922], loss: [0.00109147]
Epoch: [93], step: [15660], time: [4278.2535], loss: [0.00081010]
Epoch: [93], step: [15670], time: [4280.8955], loss: [0.00075120]
Epoch: [93], step: [15680], time: [4283.5180], loss: [0.00255905]
Epoch: [93], step: [15690], time: [4286.1444], loss: [0.00096061]
Epoch: [93], step: [15700], time: [4288.7954], loss: [0.00033345]
Epoch: [93], step: [15710], time: [4291.4310], loss: [0.00175623]
Epoch: [93], step: [15720], time: [4294.0716], loss: [0.00027418]
Epoch: [93], step: [15730], time: [4296.7027], loss: [0.00422174]
Epoch: [93], step: [15740], time: [4299.3538], loss: [0.00770426]
Epoch: [93], step: [15750], time: [4301.9919], loss: [0.00030762]
Epoch: [93], step: [15760], time: [4304.6564], loss: [0.00147300]
Epoch: [93], step: [15770], time: [4307.3112], loss: [0.00093155]
Epoch: [93], step: [15780], time: [4309.9717], loss: [0.00035774]
Epoch: [93], step: [15790], time: [4312.6372], loss: [0.00089206]
Epoch: [93], step: [15800], time: [4315.2593], loss: [0.00456948]
Epoch: [93], step: [15810], time: [4317.8949], loss: [0.00040235]
Epoch: [94], step: [15820], time: [4320.6462], loss: [0.00109147]
Epoch: [94], step: [15830], time: [4323.2778], loss: [0.00081010]
Epoch: [94], step: [15840], time: [4325.9498], loss: [0.00075120]
Epoch: [94], step: [15850], time: [4328.6009], loss: [0.00255905]
Epoch: [94], step: [15860], time: [4331.2240], loss: [0.00096061]
Epoch: [94], step: [15870], time: [4333.8718], loss: [0.00033345]
Epoch: [94], step: [15880], time: [4336.5218], loss: [0.00175623]
Epoch: [94], step: [15890], time: [4339.1907], loss: [0.00027418]
Epoch: [94], step: [15900], time: [4341.8597], loss: [0.00422174]
Epoch: [94], step: [15910], time: [4344.5402], loss: [0.00770426]
Epoch: [94], step: [15920], time: [4347.2131], loss: [0.00030762]
Epoch: [94], step: [15930], time: [4349.8863], loss: [0.00147300]
Epoch: [94], step: [15940], time: [4352.5343], loss: [0.00093155]
Epoch: [94], step: [15950], time: [4355.1807], loss: [0.00035774]
Epoch: [94], step: [15960], time: [4357.8252], loss: [0.00089206]
Epoch: [94], step: [15970], time: [4360.4632], loss: [0.00456948]
Epoch: [94], step: [15980], time: [4363.1174], loss: [0.00040235]
Epoch: [95], step: [15990], time: [4365.7565], loss: [0.00109147]
Epoch: [95], step: [16000], time: [4368.4278], loss: [0.00081010]
Epoch: [95], step: [16010], time: [4371.5175], loss: [0.00075120]
Epoch: [95], step: [16020], time: [4374.1590], loss: [0.00255905]
Epoch: [95], step: [16030], time: [4376.7889], loss: [0.00096061]
Epoch: [95], step: [16040], time: [4379.4406], loss: [0.00033345]
Epoch: [95], step: [16050], time: [4382.1610], loss: [0.00175623]
Epoch: [95], step: [16060], time: [4384.8061], loss: [0.00027418]
Epoch: [95], step: [16070], time: [4387.4601], loss: [0.00422174]
Epoch: [95], step: [16080], time: [4390.1096], loss: [0.00770426]
Epoch: [95], step: [16090], time: [4392.7619], loss: [0.00030762]
Epoch: [95], step: [16100], time: [4395.4237], loss: [0.00147300]
Epoch: [95], step: [16110], time: [4398.0578], loss: [0.00093155]
Epoch: [95], step: [16120], time: [4400.6863], loss: [0.00035774]
Epoch: [95], step: [16130], time: [4403.3423], loss: [0.00089206]
Epoch: [95], step: [16140], time: [4405.9827], loss: [0.00456948]
Epoch: [95], step: [16150], time: [4408.6495], loss: [0.00040235]
Epoch: [96], step: [16160], time: [4411.3165], loss: [0.00109147]
Epoch: [96], step: [16170], time: [4414.0029], loss: [0.00081009]
Epoch: [96], step: [16180], time: [4416.6642], loss: [0.00075120]
Epoch: [96], step: [16190], time: [4419.3167], loss: [0.00255905]
Epoch: [96], step: [16200], time: [4421.9568], loss: [0.00096060]
Epoch: [96], step: [16210], time: [4424.5993], loss: [0.00033345]
Epoch: [96], step: [16220], time: [4427.2054], loss: [0.00175623]
Epoch: [96], step: [16230], time: [4429.8515], loss: [0.00027418]
Epoch: [96], step: [16240], time: [4432.4817], loss: [0.00422174]
Epoch: [96], step: [16250], time: [4435.1305], loss: [0.00770426]
Epoch: [96], step: [16260], time: [4437.7592], loss: [0.00030762]
Epoch: [96], step: [16270], time: [4440.3960], loss: [0.00147300]
Epoch: [96], step: [16280], time: [4443.1510], loss: [0.00093155]
Epoch: [96], step: [16290], time: [4445.7956], loss: [0.00035774]
Epoch: [96], step: [16300], time: [4448.4372], loss: [0.00089205]
Epoch: [96], step: [16310], time: [4451.0734], loss: [0.00456948]
Epoch: [96], step: [16320], time: [4453.7026], loss: [0.00040235]
Epoch: [97], step: [16330], time: [4456.3368], loss: [0.00109147]
Epoch: [97], step: [16340], time: [4458.9714], loss: [0.00081009]
Epoch: [97], step: [16350], time: [4461.6021], loss: [0.00075120]
Epoch: [97], step: [16360], time: [4464.2402], loss: [0.00255905]
Epoch: [97], step: [16370], time: [4466.8892], loss: [0.00096060]
Epoch: [97], step: [16380], time: [4469.5186], loss: [0.00033345]
Epoch: [97], step: [16390], time: [4472.1487], loss: [0.00175623]
Epoch: [97], step: [16400], time: [4474.7931], loss: [0.00027418]
Epoch: [97], step: [16410], time: [4477.4016], loss: [0.00422174]
Epoch: [97], step: [16420], time: [4480.0645], loss: [0.00770426]
Epoch: [97], step: [16430], time: [4482.7121], loss: [0.00030762]
Epoch: [97], step: [16440], time: [4485.3798], loss: [0.00147300]
Epoch: [97], step: [16450], time: [4488.0457], loss: [0.00093155]
Epoch: [97], step: [16460], time: [4490.6761], loss: [0.00035774]
Epoch: [97], step: [16470], time: [4493.3050], loss: [0.00089205]
Epoch: [97], step: [16480], time: [4495.9581], loss: [0.00456948]
Epoch: [97], step: [16490], time: [4498.5963], loss: [0.00040235]
Epoch: [98], step: [16500], time: [4501.2265], loss: [0.00109147]
Epoch: [98], step: [16510], time: [4504.3373], loss: [0.00081009]
Epoch: [98], step: [16520], time: [4507.0037], loss: [0.00075120]
Epoch: [98], step: [16530], time: [4509.6296], loss: [0.00255905]
Epoch: [98], step: [16540], time: [4512.2457], loss: [0.00096060]
Epoch: [98], step: [16550], time: [4514.8877], loss: [0.00033345]
Epoch: [98], step: [16560], time: [4517.5018], loss: [0.00175623]
Epoch: [98], step: [16570], time: [4520.1386], loss: [0.00027418]
Epoch: [98], step: [16580], time: [4522.7975], loss: [0.00422174]
Epoch: [98], step: [16590], time: [4525.4222], loss: [0.00770426]
Epoch: [98], step: [16600], time: [4528.0373], loss: [0.00030762]
Epoch: [98], step: [16610], time: [4530.6767], loss: [0.00147300]
Epoch: [98], step: [16620], time: [4533.3215], loss: [0.00093155]
Epoch: [98], step: [16630], time: [4535.9796], loss: [0.00035774]
Epoch: [98], step: [16640], time: [4538.6196], loss: [0.00089205]
Epoch: [98], step: [16650], time: [4541.2584], loss: [0.00456948]
Epoch: [98], step: [16660], time: [4543.9010], loss: [0.00040235]
Epoch: [99], step: [16670], time: [4546.5284], loss: [0.00109147]
Epoch: [99], step: [16680], time: [4549.2174], loss: [0.00081009]
Epoch: [99], step: [16690], time: [4551.8864], loss: [0.00075120]
Epoch: [99], step: [16700], time: [4554.5409], loss: [0.00255905]
Epoch: [99], step: [16710], time: [4557.1986], loss: [0.00096060]
Epoch: [99], step: [16720], time: [4559.8742], loss: [0.00033345]
Epoch: [99], step: [16730], time: [4562.5157], loss: [0.00175622]
Epoch: [99], step: [16740], time: [4565.2545], loss: [0.00027418]
Epoch: [99], step: [16750], time: [4567.9116], loss: [0.00422174]
Epoch: [99], step: [16760], time: [4570.5536], loss: [0.00770426]
Epoch: [99], step: [16770], time: [4573.1734], loss: [0.00030762]
Epoch: [99], step: [16780], time: [4575.7999], loss: [0.00147300]
Epoch: [99], step: [16790], time: [4578.4266], loss: [0.00093155]
Epoch: [99], step: [16800], time: [4581.0660], loss: [0.00035774]
Epoch: [99], step: [16810], time: [4583.7292], loss: [0.00089205]
Epoch: [99], step: [16820], time: [4586.3659], loss: [0.00456948]
Epoch: [99], step: [16830], time: [4589.0194], loss: [0.00040235]
Epoch: [100], step: [16840], time: [4591.6596], loss: [0.00109147]
Epoch: [100], step: [16850], time: [4594.3043], loss: [0.00081009]
Epoch: [100], step: [16860], time: [4596.9224], loss: [0.00075120]
Epoch: [100], step: [16870], time: [4599.5604], loss: [0.00255905]
Epoch: [100], step: [16880], time: [4602.2040], loss: [0.00096060]
Epoch: [100], step: [16890], time: [4604.8455], loss: [0.00033345]
Epoch: [100], step: [16900], time: [4607.4626], loss: [0.00175622]
Epoch: [100], step: [16910], time: [4610.1223], loss: [0.00027418]
Epoch: [100], step: [16920], time: [4612.7507], loss: [0.00422174]
Epoch: [100], step: [16930], time: [4615.3897], loss: [0.00770426]
Epoch: [100], step: [16940], time: [4618.0444], loss: [0.00030762]
Epoch: [100], step: [16950], time: [4620.6854], loss: [0.00147300]
Epoch: [100], step: [16960], time: [4623.3127], loss: [0.00093155]
Epoch: [100], step: [16970], time: [4626.0052], loss: [0.00035774]
Epoch: [100], step: [16980], time: [4628.6537], loss: [0.00089205]
Epoch: [100], step: [16990], time: [4631.2700], loss: [0.00456948]
Epoch: [100], step: [17000], time: [4633.9081], loss: [0.00040235]
PNSR = 24.04070233709436