log_history.csv

loss,grad_norm,learning_rate,epoch,step,eval_loss,eval_mean_iou,eval_mean_accuracy,eval_overall_accuracy,eval_accuracy_land,eval_accuracy_upwelling,eval_accuracy_not_upwelling,eval_iou_land,eval_iou_upwelling,eval_iou_not_upwelling,eval_dice_macro,eval_dice_micro,eval_runtime,eval_samples_per_second,eval_steps_per_second,train_runtime,train_samples_per_second,train_steps_per_second,total_flos,train_loss
1.1263,7.073746204376221,2.0000000000000002e-07,0.04,1,,,,,,,,,,,,,,,,,,,,
1.1201,7.1712822914123535,4.0000000000000003e-07,0.08,2,,,,,,,,,,,,,,,,,,,,
1.1245,6.5531768798828125,6.000000000000001e-07,0.12,3,,,,,,,,,,,,,,,,,,,,
1.1174,6.857900142669678,8.000000000000001e-07,0.16,4,,,,,,,,,,,,,,,,,,,,
1.1161,6.848594665527344,1.0000000000000002e-06,0.2,5,,,,,,,,,,,,,,,,,,,,
1.1248,6.0989556312561035,1.2000000000000002e-06,0.24,6,,,,,,,,,,,,,,,,,,,,
1.1134,6.594124794006348,1.4000000000000001e-06,0.28,7,,,,,,,,,,,,,,,,,,,,
1.1092,6.8044047355651855,1.6000000000000001e-06,0.32,8,,,,,,,,,,,,,,,,,,,,
1.116,6.645416259765625,1.8e-06,0.36,9,,,,,,,,,,,,,,,,,,,,
1.0941,6.851541996002197,2.0000000000000003e-06,0.4,10,,,,,,,,,,,,,,,,,,,,
1.1015,7.00745153427124,2.2e-06,0.44,11,,,,,,,,,,,,,,,,,,,,
1.1019,6.452780246734619,2.4000000000000003e-06,0.48,12,,,,,,,,,,,,,,,,,,,,
1.086,6.494553089141846,2.6e-06,0.52,13,,,,,,,,,,,,,,,,,,,,
1.0767,6.91499137878418,2.8000000000000003e-06,0.56,14,,,,,,,,,,,,,,,,,,,,
1.0822,6.4303436279296875,3e-06,0.6,15,,,,,,,,,,,,,,,,,,,,
1.0637,6.267772674560547,3.2000000000000003e-06,0.64,16,,,,,,,,,,,,,,,,,,,,
1.0603,6.317530155181885,3.4000000000000005e-06,0.68,17,,,,,,,,,,,,,,,,,,,,
1.0566,6.055270195007324,3.6e-06,0.72,18,,,,,,,,,,,,,,,,,,,,
1.05,5.584704399108887,3.8e-06,0.76,19,,,,,,,,,,,,,,,,,,,,
1.0224,4.963398456573486,4.000000000000001e-06,0.8,20,,,,,,,,,,,,,,,,,,,,
,,,0.8,20,1.0716060400009155,0.2616455959792805,0.638060492086393,0.5647943936820148,,0.46431997589328067,0.8118010082795055,0.0,0.4337758831140745,0.35116090482376705,0.4025953418434589,0.4030804749101345,5.8793,44.904,1.531,,,,,
1.026,5.121324062347412,4.2000000000000004e-06,0.84,21,,,,,,,,,,,,,,,,,,,,
1.013,4.979240417480469,4.4e-06,0.88,22,,,,,,,,,,,,,,,,,,,,
1.0074,4.9507341384887695,4.6e-06,0.92,23,,,,,,,,,,,,,,,,,,,,
1.0043,4.521578311920166,4.800000000000001e-06,0.96,24,,,,,,,,,,,,,,,,,,,,
0.987,4.94605016708374,5e-06,1.0,25,,,,,,,,,,,,,,,,,,,,
0.9742,5.324120044708252,5.2e-06,1.04,26,,,,,,,,,,,,,,,,,,,,
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0.9475,4.728137016296387,5.600000000000001e-06,1.12,28,,,,,,,,,,,,,,,,,,,,
0.9392,4.54350471496582,5.8e-06,1.16,29,,,,,,,,,,,,,,,,,,,,
0.9256,4.538702011108398,6e-06,1.2,30,,,,,,,,,,,,,,,,,,,,
0.9336,3.7455341815948486,6.2e-06,1.24,31,,,,,,,,,,,,,,,,,,,,
0.9038,4.360580921173096,6.4000000000000006e-06,1.28,32,,,,,,,,,,,,,,,,,,,,
0.9076,4.148960590362549,6.6e-06,1.32,33,,,,,,,,,,,,,,,,,,,,
0.9099,3.641289234161377,6.800000000000001e-06,1.3599999999999999,34,,,,,,,,,,,,,,,,,,,,
0.8756,3.8324997425079346,7.000000000000001e-06,1.4,35,,,,,,,,,,,,,,,,,,,,
0.8721,3.9542183876037598,7.2e-06,1.44,36,,,,,,,,,,,,,,,,,,,,
0.8663,3.7636048793792725,7.4e-06,1.48,37,,,,,,,,,,,,,,,,,,,,
0.8534,3.685736656188965,7.6e-06,1.52,38,,,,,,,,,,,,,,,,,,,,
0.841,3.6380791664123535,7.8e-06,1.56,39,,,,,,,,,,,,,,,,,,,,
0.8487,3.6833815574645996,8.000000000000001e-06,1.6,40,,,,,,,,,,,,,,,,,,,,
,,,1.6,40,0.8773958683013916,0.36343427665277267,0.7052604384455762,0.7327594897498463,,0.770413622786692,0.6401072541044603,0.0,0.6802951881737881,0.41000764178452986,0.7370230636105704,0.7856681601973176,5.8996,44.749,1.526,,,,,
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0.7969,3.831298828125,8.599999999999999e-06,1.72,43,,,,,,,,,,,,,,,,,,,,
0.8074,3.315436363220215,8.8e-06,1.76,44,,,,,,,,,,,,,,,,,,,,
0.8071,3.7208266258239746,9e-06,1.8,45,,,,,,,,,,,,,,,,,,,,
0.7746,3.1937029361724854,9.2e-06,1.8399999999999999,46,,,,,,,,,,,,,,,,,,,,
0.7673,3.3856263160705566,9.4e-06,1.88,47,,,,,,,,,,,,,,,,,,,,
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0.6942,3.0501415729522705,1.08e-05,2.16,54,,,,,,,,,,,,,,,,,,,,
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0.6392,2.95011568069458,1.18e-05,2.36,59,,,,,,,,,,,,,,,,,,,,
0.6645,2.6619110107421875,1.2e-05,2.4,60,,,,,,,,,,,,,,,,,,,,
,,,2.4,60,0.6208358407020569,0.34921544120209475,0.6305366590863211,0.7699238686717141,,0.9530138808362607,0.3080594373363814,0.0,0.7697246949721283,0.2779216286341561,0.7290969040244617,0.837759948617231,12.2923,21.477,0.732,,,,,
0.6354,2.8813512325286865,1.22e-05,2.44,61,,,,,,,,,,,,,,,,,,,,
0.6324,3.145094156265259,1.24e-05,2.48,62,,,,,,,,,,,,,,,,,,,,
0.624,2.7536795139312744,1.2600000000000001e-05,2.52,63,,,,,,,,,,,,,,,,,,,,
0.6294,3.0709497928619385,1.2800000000000001e-05,2.56,64,,,,,,,,,,,,,,,,,,,,
0.6012,2.5745127201080322,1.3000000000000001e-05,2.6,65,,,,,,,,,,,,,,,,,,,,
0.6262,2.7527668476104736,1.32e-05,2.64,66,,,,,,,,,,,,,,,,,,,,
0.6065,2.5912370681762695,1.3400000000000002e-05,2.68,67,,,,,,,,,,,,,,,,,,,,
0.5637,2.4716827869415283,1.3600000000000002e-05,2.7199999999999998,68,,,,,,,,,,,,,,,,,,,,
0.5746,2.553642988204956,1.3800000000000002e-05,2.76,69,,,,,,,,,,,,,,,,,,,,
0.5746,2.246819019317627,1.4000000000000001e-05,2.8,70,,,,,,,,,,,,,,,,,,,,
0.5683,2.417081832885742,1.42e-05,2.84,71,,,,,,,,,,,,,,,,,,,,
0.5889,2.205498456954956,1.44e-05,2.88,72,,,,,,,,,,,,,,,,,,,,
0.5714,2.325324058532715,1.4599999999999999e-05,2.92,73,,,,,,,,,,,,,,,,,,,,
0.5456,2.1921281814575195,1.48e-05,2.96,74,,,,,,,,,,,,,,,,,,,,
0.5693,2.8476223945617676,1.5e-05,3.0,75,,,,,,,,,,,,,,,,,,,,
0.5436,2.133079767227173,1.52e-05,3.04,76,,,,,,,,,,,,,,,,,,,,
0.5412,1.9754304885864258,1.54e-05,3.08,77,,,,,,,,,,,,,,,,,,,,
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0.5139,2.1948258876800537,1.58e-05,3.16,79,,,,,,,,,,,,,,,,,,,,
0.5226,2.1562139987945557,1.6000000000000003e-05,3.2,80,,,,,,,,,,,,,,,,,,,,
,,,3.2,80,0.49423161149024963,0.3967754121138635,0.7025929576087503,0.7873812158700336,,0.9062682980930717,0.4989176171244289,0.0,0.7777132764599485,0.41261295988164215,0.7825713171213878,0.8537103939587198,5.9542,44.338,1.512,,,,,
0.5231,2.0644991397857666,1.62e-05,3.24,81,,,,,,,,,,,,,,,,,,,,
0.5295,1.9427053928375244,1.6400000000000002e-05,3.2800000000000002,82,,,,,,,,,,,,,,,,,,,,
0.5135,2.190873622894287,1.66e-05,3.32,83,,,,,,,,,,,,,,,,,,,,
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0.4916,2.0005621910095215,1.74e-05,3.48,87,,,,,,,,,,,,,,,,,,,,
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0.4647,1.7182776927947998,2e-05,4.0,100,,,,,,,,,,,,,,,,,,,,
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0.2024,0.706171989440918,2.945e-05,76.44,1911,,,,,,,,,,,,,,,,,,,,
0.2234,0.8424458503723145,2.94e-05,76.48,1912,,,,,,,,,,,,,,,,,,,,
0.2243,0.857329249382019,2.935e-05,76.52,1913,,,,,,,,,,,,,,,,,,,,
0.2368,1.5395442247390747,2.93e-05,76.56,1914,,,,,,,,,,,,,,,,,,,,
0.2847,2.021592140197754,2.925e-05,76.6,1915,,,,,,,,,,,,,,,,,,,,
0.2278,1.196564793586731,2.9199999999999998e-05,76.64,1916,,,,,,,,,,,,,,,,,,,,
0.2064,0.4720862805843353,2.915e-05,76.68,1917,,,,,,,,,,,,,,,,,,,,
0.2436,0.8903837203979492,2.91e-05,76.72,1918,,,,,,,,,,,,,,,,,,,,
0.2522,0.8110100626945496,2.9049999999999998e-05,76.76,1919,,,,,,,,,,,,,,,,,,,,
0.2316,3.1055924892425537,2.9e-05,76.8,1920,,,,,,,,,,,,,,,,,,,,
,,,76.8,1920,0.23421050608158112,0.4723555991970165,0.7988747966808623,0.851798473365997,,0.9239597411301931,0.6737898522315313,0.0,0.8437268141969813,0.573339983394068,0.8557047776389183,0.9008209285134509,12.1314,21.762,0.742,,,,,
0.2176,1.5012667179107666,2.895e-05,76.84,1921,,,,,,,,,,,,,,,,,,,,
0.23,0.7205036282539368,2.8899999999999998e-05,76.88,1922,,,,,,,,,,,,,,,,,,,,
0.2331,0.8265283703804016,2.885e-05,76.92,1923,,,,,,,,,,,,,,,,,,,,
0.2137,0.5757611393928528,2.88e-05,76.96,1924,,,,,,,,,,,,,,,,,,,,
0.2118,0.3838595151901245,2.8749999999999997e-05,77.0,1925,,,,,,,,,,,,,,,,,,,,
0.1953,0.7603515386581421,2.87e-05,77.04,1926,,,,,,,,,,,,,,,,,,,,
0.2649,1.1129544973373413,2.865e-05,77.08,1927,,,,,,,,,,,,,,,,,,,,
0.2184,0.8125598430633545,2.86e-05,77.12,1928,,,,,,,,,,,,,,,,,,,,
0.2105,0.604389488697052,2.855e-05,77.16,1929,,,,,,,,,,,,,,,,,,,,
0.2244,0.6519262790679932,2.8499999999999998e-05,77.2,1930,,,,,,,,,,,,,,,,,,,,
0.2179,0.7202458381652832,2.845e-05,77.24,1931,,,,,,,,,,,,,,,,,,,,
0.2048,0.7721734642982483,2.84e-05,77.28,1932,,,,,,,,,,,,,,,,,,,,
0.2324,1.189012885093689,2.8349999999999998e-05,77.32,1933,,,,,,,,,,,,,,,,,,,,
0.2145,0.696958065032959,2.83e-05,77.36,1934,,,,,,,,,,,,,,,,,,,,
0.2476,0.9947924017906189,2.825e-05,77.4,1935,,,,,,,,,,,,,,,,,,,,
0.2307,0.8725311756134033,2.8199999999999998e-05,77.44,1936,,,,,,,,,,,,,,,,,,,,
0.2149,0.4597775340080261,2.815e-05,77.48,1937,,,,,,,,,,,,,,,,,,,,
0.2115,0.6658737659454346,2.8100000000000005e-05,77.52,1938,,,,,,,,,,,,,,,,,,,,
0.2164,0.69187992811203,2.8050000000000004e-05,77.56,1939,,,,,,,,,,,,,,,,,,,,
0.2241,0.6015579700469971,2.8000000000000003e-05,77.6,1940,,,,,,,,,,,,,,,,,,,,
,,,77.6,1940,0.23433731496334076,0.4708039264248402,0.7969525448666402,0.8501181444364768,,0.9223958549840507,0.6715092347492297,0.0,0.8433706038497767,0.5690411754247439,0.8551491212082395,0.9006134769248608,12.2774,21.503,0.733,,,,,
0.2181,0.5417645573616028,2.7950000000000005e-05,77.64,1941,,,,,,,,,,,,,,,,,,,,
0.2301,0.6236528158187866,2.7900000000000004e-05,77.68,1942,,,,,,,,,,,,,,,,,,,,
0.2468,1.2428878545761108,2.7850000000000003e-05,77.72,1943,,,,,,,,,,,,,,,,,,,,
0.2157,0.7074312567710876,2.7800000000000005e-05,77.76,1944,,,,,,,,,,,,,,,,,,,,
0.2194,0.7038038969039917,2.7750000000000004e-05,77.8,1945,,,,,,,,,,,,,,,,,,,,
0.2302,0.9127359390258789,2.7700000000000002e-05,77.84,1946,,,,,,,,,,,,,,,,,,,,
0.2355,0.8470377326011658,2.7650000000000005e-05,77.88,1947,,,,,,,,,,,,,,,,,,,,
0.2374,0.7843807935714722,2.7600000000000003e-05,77.92,1948,,,,,,,,,,,,,,,,,,,,
0.2142,0.9461126923561096,2.7550000000000002e-05,77.96,1949,,,,,,,,,,,,,,,,,,,,
0.2367,0.8597496747970581,2.7500000000000004e-05,78.0,1950,,,,,,,,,,,,,,,,,,,,
0.2711,0.7756441831588745,2.7450000000000003e-05,78.04,1951,,,,,,,,,,,,,,,,,,,,
0.225,0.7326453328132629,2.7400000000000002e-05,78.08,1952,,,,,,,,,,,,,,,,,,,,
0.2292,0.4740659296512604,2.7350000000000004e-05,78.12,1953,,,,,,,,,,,,,,,,,,,,
0.2487,0.7437477111816406,2.7300000000000003e-05,78.16,1954,,,,,,,,,,,,,,,,,,,,
0.2135,0.6614944338798523,2.725e-05,78.2,1955,,,,,,,,,,,,,,,,,,,,
0.2255,0.5786876678466797,2.7200000000000004e-05,78.24,1956,,,,,,,,,,,,,,,,,,,,
0.2127,0.8817273378372192,2.7150000000000003e-05,78.28,1957,,,,,,,,,,,,,,,,,,,,
0.2061,1.5307446718215942,2.7100000000000005e-05,78.32,1958,,,,,,,,,,,,,,,,,,,,
0.2382,1.61989426612854,2.7050000000000004e-05,78.36,1959,,,,,,,,,,,,,,,,,,,,
0.247,0.6872594356536865,2.7000000000000002e-05,78.4,1960,,,,,,,,,,,,,,,,,,,,
,,,78.4,1960,0.24490830302238464,0.4584658714338257,0.7772204470007408,0.8362419497729009,,0.9178346587861493,0.6366062352153322,0.0,0.8354796709729642,0.5399179433285132,0.8462580459748384,0.8955481251449443,18.1298,14.562,0.496,,,,,
0.2391,1.435500979423523,2.6950000000000005e-05,78.44,1961,,,,,,,,,,,,,,,,,,,,
0.2179,0.6882041096687317,2.6900000000000003e-05,78.48,1962,,,,,,,,,,,,,,,,,,,,
0.256,1.5282739400863647,2.6850000000000002e-05,78.52,1963,,,,,,,,,,,,,,,,,,,,
0.2431,1.0213640928268433,2.6800000000000004e-05,78.56,1964,,,,,,,,,,,,,,,,,,,,
0.2348,1.6748769283294678,2.6750000000000003e-05,78.6,1965,,,,,,,,,,,,,,,,,,,,
0.2206,0.6392685174942017,2.6700000000000002e-05,78.64,1966,,,,,,,,,,,,,,,,,,,,
0.2202,0.8629798293113708,2.6650000000000004e-05,78.68,1967,,,,,,,,,,,,,,,,,,,,
0.1946,0.6493375301361084,2.6600000000000003e-05,78.72,1968,,,,,,,,,,,,,,,,,,,,
0.2187,0.5934967994689941,2.655e-05,78.76,1969,,,,,,,,,,,,,,,,,,,,
0.234,0.9159657955169678,2.6500000000000004e-05,78.8,1970,,,,,,,,,,,,,,,,,,,,
0.2104,0.44619515538215637,2.6450000000000003e-05,78.84,1971,,,,,,,,,,,,,,,,,,,,
0.2437,0.7695152163505554,2.64e-05,78.88,1972,,,,,,,,,,,,,,,,,,,,
0.2105,0.6219257712364197,2.6350000000000004e-05,78.92,1973,,,,,,,,,,,,,,,,,,,,
0.2408,0.4442272484302521,2.6300000000000002e-05,78.96,1974,,,,,,,,,,,,,,,,,,,,
0.2322,1.3254106044769287,2.625e-05,79.0,1975,,,,,,,,,,,,,,,,,,,,
0.2129,1.099143147468567,2.6200000000000003e-05,79.04,1976,,,,,,,,,,,,,,,,,,,,
0.244,1.4176700115203857,2.6150000000000002e-05,79.08,1977,,,,,,,,,,,,,,,,,,,,
0.2289,3.6660268306732178,2.61e-05,79.12,1978,,,,,,,,,,,,,,,,,,,,
0.2318,0.9184552431106567,2.6050000000000003e-05,79.16,1979,,,,,,,,,,,,,,,,,,,,
0.2263,0.6250802874565125,2.6000000000000002e-05,79.2,1980,,,,,,,,,,,,,,,,,,,,
,,,79.2,1980,0.23133708536624908,0.4775563892191821,0.8045150097413665,0.8571256545544824,,0.9286407403760953,0.6803892791066376,0.0,0.8490262063661547,0.5836429612913917,0.8588153479651192,0.9031203346040121,6.3365,41.663,1.42,,,,,
0.2279,0.5747605562210083,2.595e-05,79.24,1981,,,,,,,,,,,,,,,,,,,,
0.2297,0.6830934286117554,2.5900000000000003e-05,79.28,1982,,,,,,,,,,,,,,,,,,,,
0.2205,0.5305719971656799,2.585e-05,79.32,1983,,,,,,,,,,,,,,,,,,,,
0.2466,0.9520849585533142,2.58e-05,79.36,1984,,,,,,,,,,,,,,,,,,,,
0.2003,0.6544801592826843,2.5750000000000002e-05,79.4,1985,,,,,,,,,,,,,,,,,,,,
0.2328,1.0004712343215942,2.57e-05,79.44,1986,,,,,,,,,,,,,,,,,,,,
0.2508,0.9309825301170349,2.5650000000000003e-05,79.48,1987,,,,,,,,,,,,,,,,,,,,
0.2527,1.7479619979858398,2.5600000000000002e-05,79.52,1988,,,,,,,,,,,,,,,,,,,,
0.22,0.5871047973632812,2.555e-05,79.56,1989,,,,,,,,,,,,,,,,,,,,
0.2205,0.6108935475349426,2.5500000000000003e-05,79.6,1990,,,,,,,,,,,,,,,,,,,,
0.2134,0.40369167923927307,2.5450000000000002e-05,79.64,1991,,,,,,,,,,,,,,,,,,,,
0.2461,0.6034855842590332,2.54e-05,79.68,1992,,,,,,,,,,,,,,,,,,,,
0.231,0.6724087595939636,2.5350000000000003e-05,79.72,1993,,,,,,,,,,,,,,,,,,,,
0.2194,1.1157464981079102,2.5300000000000002e-05,79.76,1994,,,,,,,,,,,,,,,,,,,,
0.2325,2.6484200954437256,2.525e-05,79.8,1995,,,,,,,,,,,,,,,,,,,,
0.2278,0.6385964155197144,2.5200000000000003e-05,79.84,1996,,,,,,,,,,,,,,,,,,,,
0.2218,0.7996420860290527,2.515e-05,79.88,1997,,,,,,,,,,,,,,,,,,,,
0.209,0.6657282710075378,2.51e-05,79.92,1998,,,,,,,,,,,,,,,,,,,,
0.2165,0.7406349182128906,2.5050000000000002e-05,79.96,1999,,,,,,,,,,,,,,,,,,,,
0.2188,1.1658844947814941,2.5e-05,80.0,2000,,,,,,,,,,,,,,,,,,,,
,,,80.0,2000,0.23525726795196533,0.46916692958835715,0.7913192030031553,0.8475313855088645,,0.924701942781167,0.6579364632251435,0.0,0.8438707999641574,0.5636299888009141,0.8535865485290905,0.8998672400423238,12.1497,21.729,0.741,,,,,
0.2227,0.8006014227867126,2.495e-05,80.04,2001,,,,,,,,,,,,,,,,,,,,
0.2304,1.1023603677749634,2.4900000000000002e-05,80.08,2002,,,,,,,,,,,,,,,,,,,,
0.2424,0.8453121781349182,2.485e-05,80.12,2003,,,,,,,,,,,,,,,,,,,,
0.2202,0.7047717571258545,2.48e-05,80.16,2004,,,,,,,,,,,,,,,,,,,,
0.2446,0.9934510588645935,2.4750000000000002e-05,80.2,2005,,,,,,,,,,,,,,,,,,,,
0.2216,0.7524372935295105,2.47e-05,80.24,2006,,,,,,,,,,,,,,,,,,,,
0.253,1.2861493825912476,2.465e-05,80.28,2007,,,,,,,,,,,,,,,,,,,,
0.2097,0.31265905499458313,2.46e-05,80.32,2008,,,,,,,,,,,,,,,,,,,,
0.2418,1.0682406425476074,2.455e-05,80.36,2009,,,,,,,,,,,,,,,,,,,,
0.2536,0.8566984534263611,2.45e-05,80.4,2010,,,,,,,,,,,,,,,,,,,,
0.2382,0.6295324563980103,2.445e-05,80.44,2011,,,,,,,,,,,,,,,,,,,,
0.2329,0.8787904381752014,2.44e-05,80.48,2012,,,,,,,,,,,,,,,,,,,,
0.2464,1.007229208946228,2.435e-05,80.52,2013,,,,,,,,,,,,,,,,,,,,
0.2073,0.5776362419128418,2.43e-05,80.56,2014,,,,,,,,,,,,,,,,,,,,
0.2245,0.5625073909759521,2.425e-05,80.6,2015,,,,,,,,,,,,,,,,,,,,
0.1959,0.5058045387268066,2.4200000000000002e-05,80.64,2016,,,,,,,,,,,,,,,,,,,,
0.2306,0.8767494559288025,2.415e-05,80.68,2017,,,,,,,,,,,,,,,,,,,,
0.2319,0.5185921788215637,2.41e-05,80.72,2018,,,,,,,,,,,,,,,,,,,,
0.2149,2.317613124847412,2.4050000000000002e-05,80.76,2019,,,,,,,,,,,,,,,,,,,,
0.2067,0.6748852729797363,2.4e-05,80.8,2020,,,,,,,,,,,,,,,,,,,,
,,,80.8,2020,0.22307804226875305,0.4807407254016179,0.8072550327918562,0.8589193472609302,,0.9277995603461361,0.6867105052375762,0.0,0.8546315332037137,0.5875906430011401,0.8627093553078775,0.9062171610476577,12.2215,21.601,0.736,,,,,
0.244,2.0315375328063965,2.395e-05,80.84,2021,,,,,,,,,,,,,,,,,,,,
0.2214,0.4512876272201538,2.39e-05,80.88,2022,,,,,,,,,,,,,,,,,,,,
0.2282,0.7439468502998352,2.385e-05,80.92,2023,,,,,,,,,,,,,,,,,,,,
0.227,0.661434531211853,2.38e-05,80.96,2024,,,,,,,,,,,,,,,,,,,,
0.2404,0.7164176106452942,2.375e-05,81.0,2025,,,,,,,,,,,,,,,,,,,,
0.2081,0.6297813653945923,2.37e-05,81.04,2026,,,,,,,,,,,,,,,,,,,,
0.2377,1.1386408805847168,2.365e-05,81.08,2027,,,,,,,,,,,,,,,,,,,,
0.2433,0.6170231699943542,2.36e-05,81.12,2028,,,,,,,,,,,,,,,,,,,,
0.2188,0.5503765940666199,2.355e-05,81.16,2029,,,,,,,,,,,,,,,,,,,,
0.2385,2.131525993347168,2.35e-05,81.2,2030,,,,,,,,,,,,,,,,,,,,
0.244,0.5286939740180969,2.345e-05,81.24,2031,,,,,,,,,,,,,,,,,,,,
0.2758,0.995447039604187,2.3400000000000003e-05,81.28,2032,,,,,,,,,,,,,,,,,,,,
0.2285,0.8363224267959595,2.3350000000000002e-05,81.32,2033,,,,,,,,,,,,,,,,,,,,
0.233,0.6359217762947083,2.3300000000000004e-05,81.36,2034,,,,,,,,,,,,,,,,,,,,
0.2245,0.8818522095680237,2.3250000000000003e-05,81.4,2035,,,,,,,,,,,,,,,,,,,,
0.2269,0.7132391929626465,2.32e-05,81.44,2036,,,,,,,,,,,,,,,,,,,,
0.2323,1.0013192892074585,2.3150000000000004e-05,81.48,2037,,,,,,,,,,,,,,,,,,,,
0.2222,0.6582351326942444,2.3100000000000002e-05,81.52,2038,,,,,,,,,,,,,,,,,,,,
0.2194,0.6790717840194702,2.305e-05,81.56,2039,,,,,,,,,,,,,,,,,,,,
0.2392,0.8251454830169678,2.3000000000000003e-05,81.6,2040,,,,,,,,,,,,,,,,,,,,
,,,81.6,2040,0.22928157448768616,0.4714624868077439,0.7941453889196917,0.8488806736952487,,0.9249924567764972,0.663298321062886,0.0,0.8470771846455883,0.5673102757776433,0.857223213866583,0.9022063548430735,12.4174,21.261,0.725,,,,,
0.2322,0.572566032409668,2.2950000000000002e-05,81.64,2041,,,,,,,,,,,,,,,,,,,,
0.222,0.6526938080787659,2.29e-05,81.68,2042,,,,,,,,,,,,,,,,,,,,
0.2153,0.47667577862739563,2.2850000000000003e-05,81.72,2043,,,,,,,,,,,,,,,,,,,,
0.2504,1.253565788269043,2.2800000000000002e-05,81.76,2044,,,,,,,,,,,,,,,,,,,,
0.2125,0.451539546251297,2.275e-05,81.8,2045,,,,,,,,,,,,,,,,,,,,
0.257,3.631272077560425,2.2700000000000003e-05,81.84,2046,,,,,,,,,,,,,,,,,,,,
0.2253,0.49868524074554443,2.265e-05,81.88,2047,,,,,,,,,,,,,,,,,,,,
0.2279,0.9435331225395203,2.26e-05,81.92,2048,,,,,,,,,,,,,,,,,,,,
0.2259,0.4286305904388428,2.2550000000000003e-05,81.96,2049,,,,,,,,,,,,,,,,,,,,
0.2214,0.642277717590332,2.25e-05,82.0,2050,,,,,,,,,,,,,,,,,,,,
0.2406,1.046830177307129,2.245e-05,82.04,2051,,,,,,,,,,,,,,,,,,,,
0.2311,1.023606777191162,2.2400000000000002e-05,82.08,2052,,,,,,,,,,,,,,,,,,,,
0.2161,0.5634592175483704,2.235e-05,82.12,2053,,,,,,,,,,,,,,,,,,,,
0.2684,1.4918177127838135,2.23e-05,82.16,2054,,,,,,,,,,,,,,,,,,,,
0.2221,0.7825758457183838,2.2250000000000002e-05,82.2,2055,,,,,,,,,,,,,,,,,,,,
0.2362,1.7221919298171997,2.22e-05,82.24,2056,,,,,,,,,,,,,,,,,,,,
0.2348,0.9289025664329529,2.215e-05,82.28,2057,,,,,,,,,,,,,,,,,,,,
0.2166,0.6065783500671387,2.2100000000000002e-05,82.32,2058,,,,,,,,,,,,,,,,,,,,
0.237,1.317441701889038,2.205e-05,82.36,2059,,,,,,,,,,,,,,,,,,,,
0.2267,0.5644782781600952,2.2000000000000003e-05,82.4,2060,,,,,,,,,,,,,,,,,,,,
,,,82.4,2060,0.23761241137981415,0.46916360852060945,0.7955679934623832,0.8497196235093689,,0.9224586735782048,0.6686773133465614,0.0,0.8407607619807166,0.5667300635811119,0.8518490076989798,0.8980751391465677,5.923,44.572,1.52,,,,,
0.2275,0.3899065852165222,2.195e-05,82.44,2061,,,,,,,,,,,,,,,,,,,,
0.2346,1.2507964372634888,2.19e-05,82.48,2062,,,,,,,,,,,,,,,,,,,,
0.2075,0.5067669153213501,2.1850000000000003e-05,82.52,2063,,,,,,,,,,,,,,,,,,,,
0.2204,1.629470705986023,2.18e-05,82.56,2064,,,,,,,,,,,,,,,,,,,,
0.2374,0.8725308775901794,2.175e-05,82.6,2065,,,,,,,,,,,,,,,,,,,,
0.2161,0.4371826946735382,2.1700000000000002e-05,82.64,2066,,,,,,,,,,,,,,,,,,,,
0.2186,0.5698920488357544,2.165e-05,82.68,2067,,,,,,,,,,,,,,,,,,,,
0.2249,0.7372937202453613,2.16e-05,82.72,2068,,,,,,,,,,,,,,,,,,,,
0.2453,1.0494908094406128,2.1550000000000002e-05,82.76,2069,,,,,,,,,,,,,,,,,,,,
0.2467,0.902367115020752,2.15e-05,82.8,2070,,,,,,,,,,,,,,,,,,,,
0.2283,0.49168869853019714,2.145e-05,82.84,2071,,,,,,,,,,,,,,,,,,,,
0.2162,1.0006598234176636,2.1400000000000002e-05,82.88,2072,,,,,,,,,,,,,,,,,,,,
0.2047,0.6910861730575562,2.135e-05,82.92,2073,,,,,,,,,,,,,,,,,,,,
0.2129,0.6909717917442322,2.13e-05,82.96,2074,,,,,,,,,,,,,,,,,,,,
0.2181,0.6250776052474976,2.125e-05,83.0,2075,,,,,,,,,,,,,,,,,,,,
0.2163,0.5590992569923401,2.12e-05,83.04,2076,,,,,,,,,,,,,,,,,,,,
0.2416,1.224680781364441,2.115e-05,83.08,2077,,,,,,,,,,,,,,,,,,,,
0.2122,1.1484342813491821,2.11e-05,83.12,2078,,,,,,,,,,,,,,,,,,,,
0.2254,0.643796443939209,2.105e-05,83.16,2079,,,,,,,,,,,,,,,,,,,,
0.2264,1.5489782094955444,2.1e-05,83.2,2080,,,,,,,,,,,,,,,,,,,,
,,,83.2,2080,0.23518513143062592,0.47367164964569475,0.8010910567354415,0.852516377126109,,0.9226018640834568,0.679580249387426,0.0,0.8441229167249017,0.5768920322121825,0.8550970900941829,0.9001834753787878,5.9779,44.163,1.506,,,,,
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