| epoch,train_loss,train_acc,val_loss,val_acc |
| 0,0.719775,0.5256,0.677699,0.5065 |
| 1,0.669485,0.5918,0.631929,0.6736 |
| 2,0.564349,0.7222,0.447882,0.7584 |
| 3,0.404132,0.7878,0.361196,0.7879 |
| 4,0.356297,0.7934,0.350715,0.8000 |
| 5,0.325877,0.7962,0.317133,0.8009 |
| 6,0.312718,0.8051,0.312726,0.7835 |
| 7,0.299826,0.8116,0.303875,0.8009 |
| 8,0.295326,0.7993,0.297842,0.7844 |
| 9,0.289169,0.8049,0.296442,0.7810 |
| 10,0.287530,0.8030,0.295252,0.8078 |
| 11,0.286639,0.8047,0.293235,0.7810 |
| 12,0.282396,0.8079,0.290148,0.7844 |
| 13,0.283917,0.8116,0.292370,0.8078 |
| 14,0.281477,0.8077,0.289289,0.7775 |
| 15,0.280640,0.8090,0.289162,0.7931 |
| 16,0.279523,0.7984,0.286373,0.8035 |
| 17,0.278137,0.8049,0.287231,0.7697 |
| 18,0.277621,0.8016,0.286532,0.7939 |
| 19,0.276663,0.8149,0.289411,0.7870 |
| 20,0.277353,0.8056,0.288176,0.7861 |
| 21,0.276881,0.8060,0.291075,0.7818 |
| 22,0.279031,0.8003,0.286071,0.7844 |
| 23,0.275155,0.8105,0.285467,0.8035 |
| 24,0.277075,0.8121,0.287740,0.7957 |
| 25,0.278245,0.8008,0.286259,0.7844 |
| 26,0.275643,0.8090,0.288416,0.8043 |
| 27,0.277318,0.8045,0.288071,0.7844 |
| 28,0.277185,0.7995,0.284879,0.7965 |
| 29,0.275633,0.8058,0.285474,0.7775 |
| 30,0.276971,0.8123,0.285896,0.7801 |
| 31,0.275900,0.8019,0.287208,0.7818 |
| 32,0.275768,0.8064,0.285757,0.7818 |
| 33,0.274479,0.8023,0.286564,0.7844 |
| 34,0.273822,0.8088,0.284284,0.7861 |
| 35,0.275053,0.8006,0.285600,0.7818 |
| 36,0.274465,0.8077,0.283708,0.7939 |
| 37,0.274064,0.8082,0.284677,0.7801 |
| 38,0.274595,0.7995,0.284570,0.7861 |
| 39,0.273791,0.8021,0.285283,0.7827 |
| 40,0.273231,0.8016,0.284414,0.7810 |
| 41,0.273415,0.8034,0.284136,0.7801 |
| 42,0.274043,0.8008,0.285906,0.7853 |
| 43,0.273657,0.7971,0.283915,0.7740 |
| 44,0.272669,0.8138,0.283469,0.7887 |
| 45,0.272778,0.8069,0.283842,0.7740 |
| 46,0.273125,0.8127,0.286279,0.7835 |
| 47,0.273400,0.8095,0.283871,0.7887 |
| 48,0.274397,0.7995,0.283888,0.7939 |
| 49,0.273564,0.8058,0.287481,0.7983 |
| 50,0.275707,0.8012,0.283534,0.7853 |
| 51,0.274166,0.7997,0.284316,0.7853 |
| 52,0.273509,0.8014,0.283585,0.8078 |
| 53,0.272741,0.8019,0.285525,0.7827 |
| 54,0.273024,0.8060,0.284093,0.7810 |
| 55,0.272915,0.8027,0.285282,0.7844 |
| 56,0.273237,0.8006,0.283888,0.7810 |
| 57,0.272958,0.8045,0.285782,0.7861 |
| 58,0.275146,0.8066,0.283346,0.8078 |
| 59,0.273804,0.7982,0.285548,0.7870 |
| 60,0.273382,0.8025,0.284765,0.7827 |
| 61,0.272919,0.8047,0.284418,0.7792 |
| 62,0.273079,0.8043,0.283696,0.7801 |
| 63,0.273774,0.7954,0.283171,0.7974 |
| 64,0.272412,0.7958,0.284217,0.7766 |
| 65,0.273418,0.8043,0.284663,0.7835 |
| 66,0.273461,0.8064,0.286426,0.7844 |
| 67,0.273550,0.7999,0.283206,0.7948 |
| 68,0.272104,0.8062,0.284164,0.7827 |
| 69,0.272176,0.8062,0.284889,0.7827 |
| 70,0.273073,0.8047,0.283353,0.7810 |
| 71,0.272651,0.8090,0.283698,0.7835 |
| 72,0.274594,0.8047,0.284747,0.7810 |
| 73,0.274113,0.8027,0.283350,0.7939 |
| 74,0.277556,0.8047,0.285545,0.7844 |
| 75,0.273902,0.8034,0.285420,0.7853 |
| 76,0.273100,0.8101,0.283528,0.7801 |
| 77,0.272906,0.8036,0.283282,0.7835 |
| 78,0.271911,0.8049,0.283008,0.7957 |
| 79,0.272633,0.8045,0.284483,0.7827 |
| 80,0.272948,0.8058,0.284117,0.7810 |
| 81,0.271893,0.8075,0.283586,0.7844 |
| 82,0.272043,0.7980,0.283509,0.7835 |
| 83,0.272230,0.8084,0.283650,0.7827 |
| 84,0.272174,0.8056,0.283447,0.7853 |
| 85,0.272193,0.8040,0.283542,0.7870 |
| 86,0.272552,0.8001,0.283611,0.7861 |
| 87,0.272783,0.8010,0.284290,0.8035 |
| 88,0.273529,0.8053,0.285682,0.7844 |
| 89,0.272532,0.8079,0.283187,0.7905 |
| 90,0.272427,0.8043,0.283354,0.7714 |
| 91,0.272009,0.8095,0.284762,0.7844 |
| 92,0.272000,0.8066,0.283608,0.7835 |
| 93,0.271835,0.8064,0.282902,0.7991 |
| 94,0.272911,0.8058,0.285053,0.7844 |
| 95,0.271512,0.8066,0.284397,0.7905 |
| 96,0.272929,0.7932,0.283650,0.7775 |
| 97,0.271978,0.8058,0.282831,0.8017 |
| 98,0.272095,0.8047,0.285113,0.7844 |
| 99,0.272273,0.8077,0.283804,0.7844 |
| 100,0.272107,0.8056,0.283015,0.7870 |
| 101,0.273880,0.8019,0.283284,0.8009 |
| 102,0.272821,0.7988,0.284135,0.7801 |
| 103,0.272794,0.8030,0.283242,0.8017 |
| 104,0.272019,0.8045,0.283989,0.7818 |
| 105,0.272274,0.8030,0.284262,0.7844 |
| 106,0.272577,0.8058,0.283733,0.7818 |
| 107,0.272392,0.8025,0.283824,0.7835 |
| 108,0.271877,0.8043,0.283181,0.7784 |
| 109,0.272967,0.7986,0.282844,0.7991 |
| 110,0.271871,0.8062,0.284326,0.7844 |
| 111,0.271964,0.8066,0.283284,0.7939 |
| 112,0.271584,0.8025,0.283298,0.7844 |
| 113,0.272303,0.8032,0.284398,0.7844 |
| 114,0.271868,0.8110,0.282947,0.7870 |
| 115,0.272260,0.8010,0.283360,0.7861 |
| 116,0.272626,0.8032,0.283710,0.7818 |
| 117,0.272894,0.8049,0.284204,0.7844 |
| 118,0.272249,0.8030,0.284285,0.7835 |
| 119,0.272578,0.8049,0.283011,0.7861 |
| 120,0.271672,0.8075,0.283810,0.7861 |
| 121,0.271810,0.8077,0.284107,0.7818 |
| 122,0.271168,0.8140,0.285880,0.7861 |
| 123,0.272724,0.8012,0.283234,0.7835 |
| 124,0.271712,0.8073,0.284062,0.7818 |
| 125,0.272766,0.8053,0.284527,0.7844 |
| 126,0.271845,0.7990,0.282901,0.7974 |
| 127,0.272114,0.7984,0.283384,0.7844 |
| 128,0.271883,0.8001,0.284176,0.7844 |
| 129,0.272072,0.8066,0.283572,0.7853 |
| 130,0.272062,0.8043,0.283264,0.8017 |
| 131,0.273158,0.8066,0.283656,0.7844 |
| 132,0.271966,0.8040,0.283059,0.7758 |
| 133,0.271651,0.8053,0.283774,0.7844 |
| 134,0.271794,0.8043,0.283414,0.7810 |
| 135,0.271394,0.8121,0.284471,0.7844 |
| 136,0.271950,0.8105,0.283296,0.7775 |
| 137,0.272452,0.7997,0.282973,0.7887 |
| 138,0.272057,0.8021,0.283847,0.7835 |
| 139,0.271599,0.8090,0.283487,0.7827 |
| 140,0.271613,0.8147,0.283491,0.7835 |
| 141,0.271272,0.8125,0.283447,0.7827 |
| 142,0.271760,0.8110,0.284061,0.7827 |
| 143,0.272038,0.7951,0.283190,0.7818 |
| 144,0.272681,0.8025,0.284134,0.7861 |
| 145,0.271797,0.8075,0.283190,0.7723 |
| 146,0.271673,0.8049,0.282896,0.7870 |
| 147,0.271697,0.8056,0.284094,0.7844 |
| 148,0.271809,0.8069,0.283594,0.7835 |
| 149,0.272209,0.8014,0.282860,0.7922 |
| 150,0.271254,0.8058,0.283583,0.7827 |
| 151,0.271295,0.8101,0.284238,0.7835 |
| 152,0.272544,0.8027,0.283907,0.7835 |
| 153,0.271432,0.8095,0.282983,0.7905 |
| 154,0.270778,0.8173,0.283808,0.7818 |
| 155,0.272019,0.8023,0.284312,0.7835 |
| 156,0.271922,0.8034,0.283314,0.7792 |
| 157,0.272246,0.7999,0.283599,0.7784 |
| 158,0.271454,0.8051,0.284000,0.7844 |
| 159,0.272434,0.8051,0.283111,0.7957 |
| 160,0.272083,0.8069,0.283188,0.7810 |
| 161,0.272654,0.8019,0.283834,0.7844 |
| 162,0.271463,0.8047,0.283636,0.7844 |
| 163,0.272178,0.8030,0.283445,0.7870 |
| 164,0.272183,0.7993,0.283300,0.7801 |
| 165,0.271909,0.8053,0.284671,0.7844 |
| 166,0.272163,0.8047,0.283206,0.7766 |
| 167,0.272133,0.8036,0.284489,0.7861 |
| 168,0.271713,0.8075,0.283647,0.7827 |
| 169,0.272093,0.8053,0.284231,0.7896 |
| 170,0.272712,0.8056,0.284040,0.7835 |
| 171,0.272401,0.7997,0.283218,0.7810 |
| 172,0.271594,0.8073,0.283434,0.7766 |
| 173,0.272032,0.7964,0.283515,0.7931 |
| 174,0.273306,0.8040,0.283298,0.7965 |
| 175,0.272660,0.8003,0.284291,0.7844 |
| 176,0.272106,0.8071,0.285197,0.8043 |
| 177,0.272882,0.8019,0.283652,0.7775 |
| 178,0.272393,0.8034,0.284742,0.7827 |
| 179,0.271811,0.8105,0.283898,0.7844 |
| 180,0.271818,0.7995,0.283414,0.7801 |
| 181,0.272419,0.8079,0.283435,0.7827 |
| 182,0.271629,0.8043,0.282930,0.7844 |
| 183,0.272076,0.8062,0.283305,0.7827 |
| 184,0.271826,0.8027,0.283324,0.7870 |
| 185,0.272195,0.8047,0.283339,0.7948 |
| 186,0.272681,0.7997,0.284148,0.7844 |
| 187,0.272140,0.8043,0.283489,0.7835 |
| 188,0.271733,0.8071,0.282568,0.8087 |
| 189,0.271441,0.8101,0.284110,0.7844 |
| 190,0.272017,0.8058,0.283737,0.7835 |
| 191,0.272105,0.7973,0.283818,0.7818 |
| 192,0.272237,0.8038,0.283080,0.7766 |
| 193,0.271071,0.8090,0.283877,0.7844 |
| 194,0.272266,0.8032,0.284182,0.7844 |
| 195,0.272266,0.8012,0.282710,0.8009 |
| 196,0.271917,0.8058,0.283134,0.7792 |
| 197,0.272058,0.8071,0.283803,0.7844 |
| 198,0.271585,0.8047,0.282840,0.7905 |
| 199,0.271840,0.8066,0.283544,0.7801 |
|
|
