| epoch,train_loss,eval_loss,eval_top1,eval_top5,lr | |
| 0,6.917527993520101,6.972832954254151,0.0660000019454956,0.45200001428604125,1e-06 | |
| 1,6.497787030537923,6.951580482177734,0.08000000189304352,0.5640000181007385,0.0001008 | |
| 2,6.081787469651964,6.9237163140869145,0.16200000488758087,0.7940000210952759,0.0002006 | |
| 3,5.7165185504489475,6.8961863758850095,0.24800000567436217,1.070000031428337,0.00030040000000000004 | |
| 4,5.394031037224663,6.856709531097412,0.4200000111293793,1.5180000326681138,0.0004002 | |
| 5,5.194676431020101,6.784104659576416,0.6780000166797638,2.3380000562000274,0.0004996573836886434 | |
| 6,4.904639254675971,6.714494682159424,1.008000028104782,3.354000049557686,0.0004995066821070679 | |
| 7,4.8027604420979815,6.644698952484131,1.4800000180101394,4.748000111875534,0.0004993286193061145 | |
| 8,4.607761859893799,6.553198585968017,2.1240000618219375,6.592000140848159,0.0004991232148123761 | |
| 9,4.6334809303283695,6.418237598419189,3.136000067486763,9.204000232658386,0.00049889049115077 | |
| 10,4.541183842553033,6.224607599334717,4.734000107755661,13.268000312957763,0.0004986304738420684 | |
| 11,4.446916543112861,5.967666185455323,7.3620001749420165,18.9800003666687,0.000498343191400099 | |
| 12,4.325267500347561,5.639694617614746,11.11200018585205,26.498000613708495,0.0004980286753286195 | |
| 13,4.257642216152615,5.249528169555664,15.956000466766357,34.744000764770504,0.0004976869601178609 | |
| 14,4.193686204486423,4.832381783447266,21.00200045806885,42.524000966796876,0.0004973180832407472 | |
| 15,4.090710481007894,4.424538963470459,26.052000615844726,49.124001759033206,0.0004969220851487844 | |
| 16,4.07330518828498,4.059534810333252,30.558000539550783,54.1560014855957,0.0004964990092676262 | |
| 17,4.178455532921685,3.748946986694336,33.84000063293457,58.37600155273437,0.0004960489019923105 | |
| 18,4.110826004876031,3.492028483123779,36.86600092407227,61.4380012890625,0.0004955718126821722 | |
| 19,3.906702576743232,3.2881172328567505,39.0340008807373,63.89400170410156,0.0004950677936554305 | |
| 20,4.064428048663669,3.1204595570755003,40.85400072692871,65.69000138549805,0.0004945369001834514 | |
| 21,3.8833526134490968,2.9829656541442873,42.29000116394043,67.14600173950195,0.0004939791904846869 | |
| 22,3.9124132527245417,2.871295170555115,43.54400113647461,68.35000171020508,0.0004933947257182901 | |
| 23,3.9718742105695934,2.77310256729126,44.622000966186526,69.57400187988281,0.000492783569977409 | |
| 24,3.9810373783111572,2.6819798679733275,45.926001408081056,70.71600239624023,0.0004921457902821578 | |
| 25,3.9414829307132297,2.600106949157715,47.1540012701416,71.81400200195313,0.0004914814565722671 | |
| 26,3.86370071305169,2.5211085241317748,48.41800161437988,72.9060020678711,0.0004907906416994146 | |
| 27,3.8324181344774035,2.446181778640747,49.67400106811523,74.02000318359374,0.0004900734214192358 | |
| 28,3.893436008029514,2.3722646807098386,50.96200152709961,75.14000228881837,0.0004893298743830168 | |
| 29,3.7339815033806696,2.299746783103943,52.3000013885498,76.30400173461913,0.0004885600821290692 | |
| 30,3.9123317771487764,2.2306246780204773,53.52200137084961,77.258001953125,0.0004877641290737884 | |
| 31,3.74418068461948,2.1647486487197876,54.716001640625,78.30000208129883,0.00048694210250239646 | |
| 32,3.7594697528415257,2.0993972875213625,55.980001795654296,79.32000259765626,0.00048609409255937034 | |
| 33,3.706973022884793,2.0372741761398316,57.010001995849606,80.29200197998047,0.0004852201922385564 | |
| 34,3.8076524522569444,1.9769231775665284,58.03800169677734,81.17800219970704,0.0004843204973729729 | |
| 35,3.732537433836195,1.918079354248047,59.1480012475586,82.03600250732421,0.00048339510662430044 | |
| 36,3.774865494834052,1.8636987507629394,60.06800169189453,82.77800197753906,0.00048244412147206283 | |
| 37,3.6511590427822536,1.8120745542144776,60.996001868896485,83.51400229492188,0.0004814676462024987 | |
| 38,3.7112734052870007,1.764364666557312,61.796002080078125,84.10000265380859,0.00048046578789712516 | |
| 39,3.7770798842112225,1.7193146641540527,62.5940013293457,84.66200197998047,0.00047943865642099525 | |
| 40,3.782432450188531,1.6782603812217713,63.29800196655273,85.0980020336914,0.0004783863644106502 | |
| 41,3.6411488638983833,1.6394207831001282,63.914001859130856,85.60800259033203,0.00047730902726176715 | |
| 42,3.667175187004937,1.6051400935935973,64.45400154174804,85.99000233642577,0.0004762067631165049 | |
| 43,3.7082328955332438,1.5736479460906982,64.87400244384766,86.34200166015626,0.0004750796928505484 | |
| 44,3.6622183958689374,1.5448620119285583,65.32200208129883,86.66000214355469,0.0004739279400598532 | |
| 45,3.678256056043837,1.5182434770965576,65.74800174682618,86.9300021850586,0.00047275163104709196 | |
| 46,3.68322811126709,1.4937354386711121,66.15400204223633,87.16000231201171,0.00047155089480780364 | |
| 47,3.5596970293256973,1.4722760228919982,66.51000161621094,87.39200250732422,0.00047032586301624804 | |
| 48,3.5214334858788385,1.4524873772621154,66.85400189697266,87.58400183349609,0.0004690766700109659 | |
| 49,3.594406424628364,1.4346128533554077,67.14000190917969,87.74400220214844,0.0004678034527800474 | |
| 50,3.5577696588304306,1.4182467595481874,67.46800188964843,87.94200188476563,0.0004665063509461097 | |
| 51,3.5981177647908527,1.4033717437553406,67.72200227661133,88.13800255859375,0.0004651855067509859 | |
| 52,3.5784381124708387,1.3894901523971557,68.01000200439454,88.28200266845703,0.0004638410650401267 | |
| 53,3.496793206532796,1.3758548975753784,68.28000216918946,88.45400219970703,0.000462473173246716 | |
| 54,3.4909960640801323,1.3635828337669373,68.5120020727539,88.57000220703125,0.00046108198137550377 | |
| 55,3.5519376701778835,1.3520570915412904,68.70800203002929,88.69000225830078,0.00045966764198635603 | |
| 56,3.432092407014635,1.3412007559776307,68.89600196655273,88.80000218261719,0.00045823031017752484 | |
| 57,3.4628150992923312,1.3309288053703308,69.08000203613281,88.91800220214844,0.00045677014356864043 | |
| 58,3.493915049235026,1.321148779296875,69.2760019152832,89.03400157714844,0.000455287302283426 | |
| 59,3.3908551057179768,1.3116765165138244,69.44800181640625,89.12800135986328,0.00045378194893213854 | |
| 60,3.4754654619428846,1.3028696722221373,69.5580026538086,89.26800208740234,0.0004522542485937369 | |
| 61,3.4824111408657497,1.2948897797870635,69.65800256103516,89.36400169189453,0.0004507043687977787 | |
| 62,3.5128957589467364,1.2874102999591828,69.8120018371582,89.46000250976563,0.00044913247950604905 | |
| 63,3.5522762616475423,1.280406850643158,69.98800127929688,89.55000206787109,0.00044753875309392255 | |
| 64,3.5498163965013294,1.2734026523399353,70.13200200927734,89.6480026171875,0.00044592336433145995 | |
| 65,3.443452082739936,1.2666786680793762,70.26600189941406,89.7200020727539,0.0004442864903642427 | |
| 66,3.532937346564399,1.2602423033046724,70.3460017919922,89.76600229248047,0.0004426283106939473 | |
| 67,3.515254577000936,1.2538236375522613,70.51200215942383,89.80400150634766,0.0004409490071586606 | |
| 68,3.4132927576700847,1.2475861851978303,70.62400184814453,89.82200175048828,0.0004392487639129391 | |
| 69,3.51698751449585,1.2418936566829681,70.68400235839843,89.9000016796875,0.0004375277674076149 | |
| 70,3.4267608218722874,1.2364237825870514,70.74800292480468,89.9200016040039,0.0004357862063693486 | |
| 71,3.487047693464491,1.2309156023693084,70.8540024597168,90.04400159667969,0.0004340242717799336 | |
| 72,3.4601618395911324,1.2255467448234558,70.99600287719727,90.13200233886718,0.00043224215685535287 | |
| 73,3.486766380733914,1.220307778863907,71.08000181396484,90.18800177490235,0.00043044005702459054 | |
| 74,3.461510101954142,1.2151392243003845,71.14400219970703,90.21200174072266,0.00042861816990820087 | |
| 75,3.5492818620469837,1.2105114942264557,71.22200196655274,90.28400233154296,0.00042677669529663686 | |
| 76,3.392929146024916,1.2062753272724152,71.31000262817383,90.352001875,0.0004249158351283414 | |
| 77,3.39222821659512,1.202003070449829,71.34000198608399,90.40200182861328,0.00042303579346760167 | |
| 78,3.348973035812378,1.1976612962436677,71.42400242553711,90.46000221923828,0.0004211367764821722 | |
| 79,3.5352236535814074,1.1932827481174468,71.52800160888673,90.5340016772461,0.0004192189924206652 | |
| 80,3.4348703331417507,1.1893827727222444,71.63400208007812,90.57400197509766,0.0004172826515897146 | |
| 81,3.4408528327941896,1.1856446641921996,71.67800180908203,90.59600157958984,0.00041532796633091297 | |
| 82,3.4553058518303765,1.1819515340328217,71.72800180786133,90.62400182861329,0.0004133551509975264 | |
| 83,3.3734916051228843,1.1778732979011535,71.81800201049805,90.67600201416016,0.00041136442193098765 | |
| 84,3.4429080539279515,1.174008601398468,71.88200233886718,90.78000190429688,0.00040935599743717243 | |
| 85,3.433915975358751,1.1703812415504455,71.96000197631835,90.7700021875,0.0004073300977624594 | |
| 86,3.386534399456448,1.1663817681884765,72.0300026159668,90.8020028125,0.00040528694506957764 | |
| 87,3.358921898735894,1.162524827489853,72.09000178344726,90.8660027734375,0.00040322676341324415 | |
| 88,3.350248760647244,1.1589385997581483,72.2220022644043,90.92000223876953,0.00040114977871559375 | |
| 89,3.387445725335015,1.1556757833385467,72.28000215209961,90.97800217773438,0.00039905621874140396 | |
| 90,3.3720902654859755,1.1523915377616882,72.38400232299804,91.00400181396485,0.0003969463130731183 | |
| 91,3.3307416439056396,1.1492520530223846,72.45400161376953,91.02200163574219,0.0003948202930856697 | |
| 92,3.386216810014513,1.1462207272815705,72.56600171875,91.09000295654297,0.000392678391921108 | |
| 93,3.3454534424675835,1.1435284174060822,72.63200142333984,91.08800192138672,0.0003905208444630327 | |
| 94,3.3337098121643067,1.1408727785682677,72.63600166748047,91.09600181640624,0.000388347887310836 | |
| 95,3.3018692599402533,1.1378610135364533,72.73000178588867,91.14600204101562,0.0003861597587537568 | |
| 96,3.3759240468343097,1.1347420286464691,72.81000176879883,91.1880021899414,0.00038395669874474915 | |
| 97,3.3511256959703233,1.1317788684844972,72.87800219238281,91.24200177490235,0.00038173894887416946 | |
| 98,3.44126328892178,1.1286590661430358,72.91800276123047,91.30000162353515,0.00037950675234328256 | |
| 99,3.315190898047553,1.1253708672618865,73.01400208862304,91.33200232666016,0.00037726035393759286 | |
| 100,3.3144723415374755,1.1219987693595885,73.07800219726562,91.39600184814454,0.000375 | |
| 101,3.34307402504815,1.1187608676433562,73.13200214355469,91.42800115722656,0.0003727259384037852 | |
| 102,3.4021978272332087,1.1155129886245727,73.22000153686524,91.42200189697266,0.0003704384185254288 | |
| 103,3.2286639001634385,1.1122473137378692,73.33000204223633,91.48800118896484,0.00036813769121726354 | |
| 104,3.3532458517286514,1.1088392643642426,73.39600220214844,91.54000123535157,0.00036582400877996547 | |
| 105,3.4046716690063477,1.1054765855407716,73.42800253417968,91.61200141357422,0.00036349762493488667 | |
| 106,3.306249623828464,1.1023393721199035,73.4920024621582,91.69400166992187,0.00036115879479623185 | |
| 107,3.2683396286434596,1.0991314135551453,73.54600219848633,91.72400197021484,0.0003588077748430819 | |
| 108,3.3073237260182697,1.0959453564834594,73.6180017956543,91.78400173095703,0.0003564448228912682 | |
| 109,3.2321268452538385,1.0927872854423524,73.73400197998046,91.83600194580079,0.00035407019806510035 | |
| 110,3.3079255051083036,1.0897174353599548,73.78000166992187,91.89000171142578,0.00035168416076895 | |
| 111,3.2870805740356444,1.0870818357086183,73.82200236083985,91.90400204101563,0.00034928697265869515 | |
| 112,3.346644804212782,1.0846120118427276,73.88000252563477,91.92400182373046,0.00034687889661302575 | |
| 113,3.2383736928304034,1.082099752893448,73.96400219116211,91.96000244140625,0.00034446019670461683 | |
| 114,3.2544690714942086,1.0793949838066101,74.05000236572266,92.00400227050781,0.00034203113817116957 | |
| 115,3.2405241595374212,1.0770073599338532,74.08200197875976,92.06400225097656,0.00033959198738632503 | |
| 116,3.2377760887145994,1.074723444480896,74.16600209594726,92.10400190673828,0.0003371430118304538 | |
| 117,3.1548533121744793,1.07262709441185,74.21400223022461,92.14200224365234,0.0003346844800613229 | |
| 118,3.2434631294674343,1.0708262183094024,74.26400199096679,92.1480019165039,0.0003322166616846458 | |
| 119,3.2247686915927463,1.0689329397583007,74.30200192138672,92.19600146728516,0.0003297398273245175 | |
| 120,3.2539473374684653,1.0670338124656678,74.35200232666016,92.23200158203124,0.00032725424859373687 | |
| 121,3.2740127033657496,1.065114000558853,74.47800203857422,92.29600227783203,0.0003247601980640217 | |
| 122,3.2302474286821155,1.0633121113681794,74.47400245849609,92.32000219482421,0.0003222579492361179 | |
| 123,3.2418421268463136,1.061295784187317,74.49400193115234,92.38800234130859,0.00031974777650980735 | |
| 124,3.2189171155293783,1.0592541523075103,74.52600227905273,92.4160018774414,0.0003172299551538164 | |
| 125,3.17130905257331,1.0572725065135955,74.60400190429688,92.43400197998047,0.0003147047612756302 | |
| 126,3.3936136457655164,1.0554376664447784,74.68200237792969,92.46200219970703,0.0003121724717912137 | |
| 127,3.201134204864502,1.0538214327812194,74.70800232421875,92.42800226806641,0.00030963336439464523 | |
| 128,3.285160271326701,1.0521597490024566,74.75000244018554,92.45200231445313,0.00030708771752766396 | |
| 129,3.2050415621863473,1.0506263901042938,74.82000189941407,92.49800178466796,0.0003045358103491357 | |
| 130,3.1940882947709826,1.049328066997528,74.85600242065429,92.50400149658203,0.00030197792270443986 | |
| 131,3.151734617021349,1.0478542797470092,74.85600184936523,92.50600189941406,0.0002994143350947815 | |
| 132,3.3816936016082764,1.046263377351761,74.89800249511718,92.55600167236328,0.0002968453286464312 | |
| 133,3.2886616071065267,1.0449252555656434,74.9380021508789,92.55600162109376,0.0002942711850798959 | |
| 134,3.145799822277493,1.0435047026538848,75.00400193969726,92.58000184814453,0.00029169218667902556 | |
| 135,3.0407004409366185,1.0422306691646577,75.07000161621093,92.60600224609375,0.00028910861626005774 | |
| 136,3.1593520005544025,1.040902099866867,75.07400182861328,92.64400204101563,0.00028652075714060294 | |
| 137,3.2094193246629503,1.039247818632126,75.13600216674804,92.69600247558594,0.0002839288931085761 | |
| 138,3.1691014183892143,1.037586435508728,75.18400240112305,92.70800272460937,0.00028133330839107606 | |
| 139,3.1426194508870444,1.0358673949337005,75.24200238525391,92.71800213134766,0.0002787342876232167 | |
| 140,3.160751962661743,1.0341157822418212,75.2920020678711,92.730002109375,0.00027613211581691346 | |
| 141,3.1904724333021375,1.0323420555496217,75.35000209106445,92.78000224365235,0.0002735270783296286 | |
| 142,3.122558249367608,1.0307220111465454,75.43000162841797,92.75000180175782,0.0002709194608330789 | |
| 143,3.075494639078776,1.0292713288497926,75.45800234497071,92.7660022241211,0.00026830954928190793 | |
| 144,3.149314053853353,1.0278770492172242,75.5220014050293,92.77600257324218,0.0002656976298823284 | |
| 145,3.017411364449395,1.0263337833499908,75.55400193359375,92.79000250244141,0.000263083989060736 | |
| 146,3.2477307319641113,1.025012807483673,75.58400219482422,92.83000192626953,0.00026046891343229993 | |
| 147,3.070034466849433,1.0236858660030366,75.64000155029296,92.83200205810547,0.000257852689769532 | |
| 148,3.113890939288669,1.0222618932914733,75.70200172363282,92.8600024584961,0.00025523560497083924 | |
| 149,3.1761292510562473,1.0207355871868133,75.76400169433593,92.89000212646485,0.00025261794602906147 | |
| 150,3.1385474575890435,1.0192760390281677,75.80200198242187,92.90600209716797,0.00025 | |
| 151,3.18204165564643,1.017831100625992,75.83200188232422,92.92600278320313,0.0002473820539709386 | |
| 152,3.110176255967882,1.0164728332901,75.81600208007812,92.95400237060547,0.0002447643950291608 | |
| 153,3.103033092286852,1.0148662733840943,75.87400201904296,92.97800249755859,0.00024214731023046793 | |
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