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- epoch,time,train/loss,metrics/accuracy_top1,metrics/accuracy_top5,val/loss,lr/pg0,lr/pg1,lr/pg2
- 1,1466.38,5.14787,0.28716,0.54192,3.37075,0.2,0.2,0.2
- 2,2926.09,3.2245,0.49014,0.7398,2.25476,0.199988,0.199988,0.199988
- 3,4386.66,2.64415,0.56172,0.7991,1.87186,0.199951,0.199951,0.199951
- 4,5850.97,2.39394,0.58224,0.81618,1.76949,0.19989,0.19989,0.19989
- 5,7313.66,2.25563,0.58624,0.8173,1.7589,0.199805,0.199805,0.199805
- 6,8776.23,2.16842,0.5792,0.81372,1.78927,0.199695,0.199695,0.199695
- 7,10238.2,2.10795,0.57538,0.81202,1.80626,0.199561,0.199561,0.199561
- 8,11698.8,2.06382,0.57792,0.81496,1.78811,0.199402,0.199402,0.199402
- 9,13160.6,2.02897,0.5902,0.82402,1.72928,0.199219,0.199219,0.199219
- 10,14621.3,1.99861,0.60476,0.83516,1.65145,0.199012,0.199012,0.199012
- 11,16083.5,1.97809,0.62,0.84604,1.57502,0.198781,0.198781,0.198781
- 12,17545.1,1.95941,0.63122,0.85464,1.51567,0.198526,0.198526,0.198526
- 13,19005.8,1.93987,0.64152,0.86152,1.46475,0.198246,0.198246,0.198246
- 14,20467.8,1.92615,0.65136,0.86692,1.42305,0.197943,0.197943,0.197943
- 15,21930.4,1.91129,0.65796,0.87106,1.39298,0.197616,0.197616,0.197616
- 16,23391.4,1.89991,0.66324,0.87424,1.36663,0.197265,0.197265,0.197265
- 17,24853.1,1.89093,0.66798,0.87642,1.34829,0.19689,0.19689,0.19689
- 18,26315.2,1.88002,0.67078,0.8789,1.33115,0.196491,0.196491,0.196491
- 19,27777.3,1.8726,0.67362,0.88158,1.31627,0.196069,0.196069,0.196069
- 20,29239.8,1.86352,0.67644,0.88268,1.30209,0.195624,0.195624,0.195624
- 21,30700.5,1.85645,0.67918,0.88466,1.29021,0.195155,0.195155,0.195155
- 22,32163.9,1.84793,0.68126,0.88596,1.28048,0.194662,0.194662,0.194662
- 23,33625.4,1.84184,0.68368,0.88674,1.27282,0.194147,0.194147,0.194147
- 24,35087.1,1.83594,0.68484,0.88792,1.2657,0.193609,0.193609,0.193609
- 25,36548.3,1.82924,0.68684,0.88914,1.25877,0.193048,0.193048,0.193048
- 26,38010.1,1.82269,0.68726,0.88916,1.25216,0.192464,0.192464,0.192464
- 27,39471.1,1.81728,0.68916,0.8897,1.24573,0.191858,0.191858,0.191858
- 28,40944.9,1.81244,0.6905,0.89108,1.24077,0.191229,0.191229,0.191229
- 29,42424.2,1.80723,0.6918,0.8915,1.23597,0.190578,0.190578,0.190578
- 30,43907.9,1.8023,0.6932,0.89224,1.23201,0.189905,0.189905,0.189905
- 31,45389.8,1.79704,0.69362,0.8926,1.22664,0.18921,0.18921,0.18921
- 32,46862.8,1.79254,0.69576,0.8935,1.22172,0.188493,0.188493,0.188493
- 33,48324.3,1.78773,0.6957,0.89428,1.2198,0.187754,0.187754,0.187754
- 34,49783.3,1.78113,0.69616,0.89494,1.21603,0.186995,0.186995,0.186995
- 35,51244.3,1.77716,0.6977,0.89548,1.21287,0.186213,0.186213,0.186213
- 36,52708.2,1.77254,0.69806,0.89536,1.21018,0.185411,0.185411,0.185411
- 37,54170.7,1.76968,0.6994,0.89592,1.20382,0.184588,0.184588,0.184588
- 38,55631.5,1.764,0.7004,0.89704,1.20116,0.183745,0.183745,0.183745
- 39,57093,1.75902,0.7023,0.89748,1.19593,0.182881,0.182881,0.182881
- 40,58554.6,1.75573,0.70216,0.8982,1.19264,0.181997,0.181997,0.181997
- 41,60014.5,1.75078,0.70274,0.89812,1.19069,0.181093,0.181093,0.181093
- 42,61474.4,1.7456,0.70338,0.89842,1.18603,0.180169,0.180169,0.180169
- 43,62934.9,1.743,0.70392,0.89858,1.1837,0.179225,0.179225,0.179225
- 44,64395.4,1.73635,0.70444,0.8998,1.18001,0.178263,0.178263,0.178263
- 45,65855.7,1.7332,0.70474,0.90058,1.17694,0.177281,0.177281,0.177281
- 46,67317.8,1.72859,0.7058,0.9011,1.17424,0.17628,0.17628,0.17628
- 47,68778.5,1.72458,0.7067,0.90224,1.17071,0.175261,0.175261,0.175261
- 48,70238.6,1.72079,0.707,0.90234,1.16798,0.174223,0.174223,0.174223
- 49,71699.4,1.71502,0.70742,0.90204,1.16614,0.173168,0.173168,0.173168
- 50,73161.3,1.70996,0.71008,0.90218,1.16355,0.172095,0.172095,0.172095
- 51,74621.3,1.70549,0.7093,0.9027,1.1595,0.171004,0.171004,0.171004
- 52,76082.2,1.70131,0.70944,0.90248,1.15665,0.169895,0.169895,0.169895
- 53,77544.3,1.69745,0.71136,0.903,1.15268,0.16877,0.16877,0.16877
- 54,79006,1.69458,0.71214,0.90342,1.15108,0.167628,0.167628,0.167628
- 55,80467,1.69045,0.7122,0.90378,1.14843,0.16647,0.16647,0.16647
- 56,81927.3,1.68287,0.71308,0.90426,1.14568,0.165295,0.165295,0.165295
- 57,83389.3,1.67995,0.71352,0.90476,1.14279,0.164105,0.164105,0.164105
- 58,84852.3,1.67508,0.71398,0.90512,1.14002,0.162899,0.162899,0.162899
- 59,86314,1.66965,0.71488,0.9055,1.1373,0.161678,0.161678,0.161678
- 60,87774.9,1.6655,0.71452,0.9064,1.13537,0.160442,0.160442,0.160442
- 61,89236.2,1.65986,0.71542,0.90618,1.13317,0.159191,0.159191,0.159191
- 62,90697.6,1.65725,0.71606,0.9064,1.12907,0.157926,0.157926,0.157926
- 63,92158.5,1.6528,0.71742,0.90728,1.12537,0.156646,0.156646,0.156646
- 64,93620.6,1.64778,0.71772,0.90744,1.12206,0.155353,0.155353,0.155353
- 65,95081.4,1.64253,0.7192,0.90838,1.11904,0.154047,0.154047,0.154047
- 66,96543.5,1.63599,0.71892,0.90844,1.11677,0.152727,0.152727,0.152727
- 67,98003.3,1.63074,0.71936,0.90934,1.11563,0.151395,0.151395,0.151395
- 68,99464.3,1.62724,0.71952,0.9096,1.11267,0.15005,0.15005,0.15005
- 69,100925,1.62224,0.72104,0.91022,1.10961,0.148694,0.148694,0.148694
- 70,102386,1.61668,0.72226,0.9103,1.10746,0.147325,0.147325,0.147325
- 71,103847,1.61038,0.72222,0.91088,1.10322,0.145945,0.145945,0.145945
- 72,105308,1.60533,0.72318,0.91184,1.10039,0.144554,0.144554,0.144554
- 73,106768,1.60179,0.72352,0.91206,1.09799,0.143152,0.143152,0.143152
- 74,108230,1.59607,0.7252,0.9121,1.09461,0.14174,0.14174,0.14174
- 75,109690,1.58849,0.7255,0.9118,1.09155,0.140318,0.140318,0.140318
- 76,111151,1.58412,0.7264,0.91246,1.09012,0.138886,0.138886,0.138886
- 77,112612,1.57859,0.72608,0.91286,1.08824,0.137444,0.137444,0.137444
- 78,114073,1.57253,0.7272,0.91292,1.08386,0.135994,0.135994,0.135994
- 79,115534,1.56676,0.7279,0.9137,1.0802,0.134535,0.134535,0.134535
- 80,116995,1.55991,0.72796,0.91362,1.07926,0.133068,0.133068,0.133068
- 81,118456,1.55713,0.72848,0.91368,1.07689,0.131593,0.131593,0.131593
- 82,119917,1.54784,0.72934,0.91376,1.07453,0.13011,0.13011,0.13011
- 83,121377,1.54386,0.72904,0.91434,1.07146,0.12862,0.12862,0.12862
- 84,122837,1.53589,0.72984,0.91428,1.06852,0.127123,0.127123,0.127123
- 85,124298,1.53144,0.72932,0.91524,1.06594,0.12562,0.12562,0.12562
- 86,125772,1.52784,0.7307,0.91522,1.0627,0.124111,0.124111,0.124111
- 87,127238,1.52038,0.73226,0.91626,1.0579,0.122596,0.122596,0.122596
- 88,128700,1.51453,0.7345,0.91672,1.05246,0.121076,0.121076,0.121076
- 89,130162,1.50709,0.73452,0.91736,1.05029,0.119551,0.119551,0.119551
- 90,131623,1.50069,0.7351,0.9174,1.04637,0.118021,0.118021,0.118021
- 91,133084,1.4968,0.73626,0.91848,1.04429,0.116487,0.116487,0.116487
- 92,134543,1.48792,0.73644,0.91852,1.04133,0.114949,0.114949,0.114949
- 93,136004,1.48276,0.73816,0.91858,1.0384,0.113408,0.113408,0.113408
- 94,137465,1.47422,0.73844,0.9182,1.0352,0.111864,0.111864,0.111864
- 95,138926,1.46715,0.7395,0.91892,1.03408,0.110317,0.110317,0.110317
- 96,140387,1.46297,0.73976,0.91932,1.03135,0.108767,0.108767,0.108767
- 97,141848,1.45343,0.74066,0.92012,1.02623,0.107216,0.107216,0.107216
- 98,143310,1.44727,0.74208,0.92014,1.02327,0.105664,0.105664,0.105664
- 99,144770,1.43917,0.7424,0.92116,1.01853,0.10411,0.10411,0.10411
- 100,146233,1.43234,0.74278,0.92154,1.0158,0.102555,0.102555,0.102555
- 101,147693,1.42651,0.74248,0.92242,1.01181,0.101,0.101,0.101
- 102,149158,1.41977,0.74286,0.9228,1.00952,0.099445,0.099445,0.099445
- 103,150620,1.41256,0.74412,0.9227,1.00518,0.0978903,0.0978903,0.0978903
- 104,152081,1.40337,0.74488,0.92344,1.00231,0.0963365,0.0963365,0.0963365
- 105,153542,1.39666,0.7447,0.92408,1.00042,0.0947837,0.0947837,0.0947837
- 106,155003,1.38924,0.74608,0.92372,0.99749,0.0932325,0.0932325,0.0932325
- 107,156464,1.38121,0.74722,0.9237,0.99456,0.0916833,0.0916833,0.0916833
- 108,157925,1.37609,0.74748,0.92414,0.99013,0.0901363,0.0901363,0.0901363
- 109,159385,1.36679,0.7488,0.9246,0.98724,0.088592,0.088592,0.088592
- 110,160851,1.35877,0.75046,0.92592,0.98216,0.0870508,0.0870508,0.0870508
- 111,162311,1.35018,0.75058,0.92696,0.97868,0.085513,0.085513,0.085513
- 112,163775,1.34365,0.75128,0.9268,0.97594,0.083979,0.083979,0.083979
- 113,165237,1.33633,0.75216,0.92756,0.97291,0.0824492,0.0824492,0.0824492
- 114,166699,1.32502,0.75352,0.92776,0.96902,0.0809241,0.0809241,0.0809241
- 115,168160,1.31677,0.75368,0.92786,0.96542,0.0794038,0.0794038,0.0794038
- 116,169623,1.30929,0.75528,0.92774,0.96209,0.0778889,0.0778889,0.0778889
- 117,171083,1.30047,0.7554,0.92892,0.95841,0.0763797,0.0763797,0.0763797
- 118,172545,1.29449,0.75666,0.9295,0.95498,0.0748766,0.0748766,0.0748766
- 119,174004,1.28431,0.75694,0.93076,0.95064,0.0733799,0.0733799,0.0733799
- 120,175465,1.27575,0.75782,0.93066,0.94641,0.07189,0.07189,0.07189
- 121,176926,1.26632,0.75906,0.93108,0.94146,0.0704073,0.0704073,0.0704073
- 122,178389,1.25885,0.76028,0.93136,0.93782,0.0689322,0.0689322,0.0689322
- 123,179850,1.24939,0.76006,0.93202,0.93587,0.0674649,0.0674649,0.0674649
- 124,181310,1.23866,0.76094,0.93264,0.9311,0.066006,0.066006,0.066006
- 125,182770,1.2311,0.76242,0.93348,0.926,0.0645557,0.0645557,0.0645557
- 126,184231,1.22142,0.76402,0.9336,0.92351,0.0631143,0.0631143,0.0631143
- 127,185692,1.21282,0.76462,0.93376,0.91921,0.0616824,0.0616824,0.0616824
- 128,187152,1.20419,0.7645,0.9342,0.91738,0.0602601,0.0602601,0.0602601
- 129,188613,1.19279,0.76534,0.93424,0.91518,0.0588479,0.0588479,0.0588479
- 130,190074,1.18371,0.7663,0.93434,0.91211,0.057446,0.057446,0.057446
- 131,191536,1.17293,0.7678,0.93502,0.90909,0.0560549,0.0560549,0.0560549
- 132,192997,1.16376,0.7675,0.93578,0.90559,0.0546749,0.0546749,0.0546749
- 133,194459,1.15549,0.76804,0.93658,0.90104,0.0533064,0.0533064,0.0533064
- 134,195920,1.14361,0.76954,0.93682,0.89856,0.0519496,0.0519496,0.0519496
- 135,197383,1.13577,0.76972,0.93714,0.8939,0.0506049,0.0506049,0.0506049
- 136,198844,1.12296,0.77096,0.93756,0.89005,0.0492726,0.0492726,0.0492726
- 137,200305,1.11397,0.77272,0.9383,0.88565,0.0479531,0.0479531,0.0479531
- 138,201767,1.10206,0.7734,0.93874,0.88235,0.0466467,0.0466467,0.0466467
- 139,203226,1.09266,0.77406,0.9391,0.87862,0.0453537,0.0453537,0.0453537
- 140,204688,1.08086,0.77436,0.93964,0.87479,0.0440745,0.0440745,0.0440745
- 141,206149,1.0716,0.77522,0.93986,0.87184,0.0428093,0.0428093,0.0428093
- 142,207609,1.06076,0.7756,0.94008,0.86923,0.0415584,0.0415584,0.0415584
- 143,209070,1.04941,0.77634,0.9398,0.8667,0.0403222,0.0403222,0.0403222
- 144,210530,1.03817,0.77832,0.94032,0.86214,0.039101,0.039101,0.039101
- 145,211991,1.0264,0.77862,0.94072,0.85897,0.037895,0.037895,0.037895
- 146,213453,1.01383,0.77932,0.94112,0.85792,0.0367046,0.0367046,0.0367046
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- 170,248518,0.69106,0.791,0.94744,0.80286,0.0135072,0.0135072,0.0135072
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