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Epoch,Ours_Train,Ours_Test,ResNet-50_Train,ResNet-50_Test,ResNeXt-50_Train,ResNeXt-50_Test,densenet121_Train,densenet121_Test,AlexNet_Train,AlexNet_Test
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80,1.0,0.8848396501457726,0.9081632653061223,0.7725947521865889,0.9693877551020408,0.8192419825072886,0.9489795918367347,0.7900874635568513,0.9183673469387756,0.8221574344023324
81,1.0,0.9081632653061223,0.9591836734693876,0.8090379008746356,0.9387755102040816,0.8309037900874635,0.9489795918367347,0.7740524781341108,0.9081632653061223,0.7886297376093294
82,1.0,0.8979591836734694,0.9285714285714286,0.8381924198250729,0.979591836734694,0.760932944606414,0.9387755102040816,0.7798833819241983,0.9285714285714286,0.8206997084548106
83,1.0,0.8935860058309038,0.9183673469387756,0.8396501457725948,0.8979591836734694,0.7784256559766763,0.9285714285714286,0.8338192419825073,0.9081632653061223,0.8206997084548106
84,1.0,0.8979591836734694,0.9081632653061223,0.8206997084548106,0.8673469387755102,0.8294460641399417,0.9387755102040816,0.8411078717201166,0.8877551020408163,0.8119533527696793
85,1.0,0.9067055393586004,0.9183673469387756,0.8279883381924198,0.9693877551020408,0.8513119533527697,0.9591836734693876,0.8381924198250729,0.8979591836734694,0.8221574344023324
86,1.0,0.9067055393586004,0.8979591836734694,0.8177842565597667,0.9285714285714286,0.8440233236151603,0.9693877551020408,0.8075801749271136,0.9081632653061223,0.8192419825072886
87,1.0,0.9067055393586004,0.9693877551020408,0.8425655976676385,0.9387755102040816,0.8411078717201166,0.9285714285714286,0.7900874635568513,0.8877551020408163,0.7755102040816326
88,1.0,0.9052478134110788,0.9489795918367347,0.8032069970845481,0.9285714285714286,0.8542274052478134,0.9183673469387756,0.7128279883381924,0.8367346938775511,0.8104956268221575
89,1.0,0.9067055393586004,0.9489795918367347,0.8177842565597667,0.9081632653061223,0.8469387755102041,0.9897959183673468,0.7317784256559767,0.9183673469387756,0.7973760932944607
90,1.0,0.9052478134110788,0.9591836734693876,0.8206997084548106,0.8979591836734694,0.8425655976676385,0.9693877551020408,0.7857142857142857,0.8469387755102041,0.8002915451895044
91,1.0,0.8965014577259475,0.9489795918367347,0.8294460641399417,0.9081632653061223,0.8483965014577259,0.9693877551020408,0.8177842565597667,0.9285714285714286,0.8206997084548106
92,1.0,0.8965014577259475,0.9387755102040816,0.8294460641399417,0.9285714285714286,0.8440233236151603,0.9693877551020408,0.8440233236151603,0.8571428571428571,0.8090379008746356
93,1.0,0.8965014577259475,0.9591836734693876,0.8367346938775511,0.9285714285714286,0.8527696793002916,0.9693877551020408,0.8600583090379009,0.9285714285714286,0.7900874635568513
94,0.9897959183673468,0.9081632653061223,0.9693877551020408,0.8192419825072886,0.9489795918367347,0.8483965014577259,0.9693877551020408,0.8775510204081632,0.8877551020408163,0.8192419825072886
95,1.0,0.8950437317784257,0.9693877551020408,0.8090379008746356,0.979591836734694,0.8717201166180758,0.9591836734693876,0.8644314868804664,0.9183673469387756,0.8177842565597667
96,1.0,0.892128279883382,0.9591836734693876,0.7973760932944607,0.9591836734693876,0.8556851311953353,0.9591836734693876,0.8775510204081632,0.8979591836734694,0.8002915451895044
97,1.0,0.9052478134110788,0.9387755102040816,0.7886297376093294,0.9489795918367347,0.8658892128279884,0.9693877551020408,0.8542274052478134,0.8367346938775511,0.7667638483965015
98,1.0,0.8994169096209913,0.9081632653061223,0.782798833819242,0.9489795918367347,0.8746355685131195,0.9693877551020408,0.8090379008746356,0.9081632653061223,0.749271137026239
99,1.0,0.8862973760932945,0.9285714285714286,0.7696793002915452,0.9285714285714286,0.8294460641399417,0.9489795918367347,0.793002915451895,0.7959183673469388,0.8032069970845481
100,1.0,0.8877551020408163,0.9387755102040816,0.7565597667638484,0.9183673469387756,0.8469387755102041,0.9183673469387756,0.8163265306122449,0.8571428571428571,0.7478134110787172
101,1.0,0.8892128279883382,0.9489795918367347,0.7696793002915452,0.9591836734693876,0.8629737609329446,0.9387755102040816,0.7419825072886297,0.8979591836734694,0.8192419825072886
102,0.9897959183673468,0.9067055393586004,0.9285714285714286,0.7376093294460642,0.9591836734693876,0.8702623906705539,0.9489795918367347,0.7463556851311953,0.8877551020408163,0.8177842565597667
103,1.0,0.8950437317784257,0.9387755102040816,0.8017492711370262,0.9285714285714286,0.8571428571428571,0.9591836734693876,0.7711370262390671,0.8571428571428571,0.8119533527696793
104,1.0,0.892128279883382,0.9081632653061223,0.8119533527696793,0.9183673469387756,0.8600583090379009,0.9693877551020408,0.826530612244898,0.8775510204081632,0.8104956268221575
105,0.9897959183673468,0.902332361516035,0.8979591836734694,0.7900874635568513,0.9591836734693876,0.8498542274052479,1.0,0.8498542274052479,0.8979591836734694,0.8163265306122449
106,1.0,0.9096209912536444,0.8367346938775511,0.7594752186588921,0.979591836734694,0.8542274052478134,0.9387755102040816,0.8658892128279884,0.8673469387755102,0.8236151603498543
107,1.0,0.9110787172011662,0.9387755102040816,0.760932944606414,0.9387755102040816,0.8454810495626822,0.9693877551020408,0.8469387755102041,0.8979591836734694,0.8075801749271136
108,1.0,0.9081632653061223,0.8367346938775511,0.7638483965014577,0.9591836734693876,0.8688046647230321,0.9591836734693876,0.8294460641399417,0.8571428571428571,0.814868804664723
109,1.0,0.9052478134110788,0.8775510204081632,0.7944606413994169,0.9693877551020408,0.8644314868804664,0.9489795918367347,0.8425655976676385,0.9183673469387756,0.8367346938775511
110,1.0,0.902332361516035,0.9387755102040816,0.8104956268221575,0.9693877551020408,0.8323615160349854,0.9693877551020408,0.8644314868804664,0.9183673469387756,0.8163265306122449
111,1.0,0.9037900874635568,0.9693877551020408,0.8104956268221575,0.9183673469387756,0.8294460641399417,0.9897959183673468,0.8717201166180758,0.9183673469387756,0.8104956268221575
112,1.0,0.8994169096209913,0.9183673469387756,0.8017492711370262,0.9081632653061223,0.8688046647230321,1.0,0.8892128279883382,0.8979591836734694,0.8075801749271136
113,1.0,0.8994169096209913,0.9591836734693876,0.8017492711370262,0.9693877551020408,0.8527696793002916,0.9693877551020408,0.8790087463556852,0.9081632653061223,0.8046647230320699
114,1.0,0.902332361516035,0.9285714285714286,0.8061224489795918,0.9183673469387756,0.8338192419825073,0.9897959183673468,0.8862973760932945,0.9285714285714286,0.7711370262390671
115,1.0,0.9067055393586004,0.9897959183673468,0.8163265306122449,0.9693877551020408,0.8352769679300291,0.9897959183673468,0.8862973760932945,0.8877551020408163,0.7973760932944607
116,1.0,0.9110787172011662,0.9489795918367347,0.8206997084548106,0.979591836734694,0.7959183673469388,1.0,0.8848396501457726,0.8979591836734694,0.7798833819241983
117,1.0,0.912536443148688,0.979591836734694,0.8236151603498543,0.9591836734693876,0.8352769679300291,1.0,0.8979591836734694,0.8979591836734694,0.8323615160349854
118,1.0,0.91399416909621,0.9489795918367347,0.8221574344023324,0.9897959183673468,0.8644314868804664,0.9489795918367347,0.8673469387755102,0.9081632653061223,0.8309037900874635
119,1.0,0.912536443148688,0.9897959183673468,0.8381924198250729,0.9081632653061223,0.8294460641399417,0.979591836734694,0.8425655976676385,0.9489795918367347,0.8440233236151603
120,1.0,0.912536443148688,0.9387755102040816,0.8483965014577259,0.9081632653061223,0.7769679300291545,0.9591836734693876,0.8338192419825073,0.9285714285714286,0.8279883381924198
121,1.0,0.9110787172011662,0.9489795918367347,0.8513119533527697,0.8979591836734694,0.8017492711370262,0.9897959183673468,0.8440233236151603,0.9387755102040816,0.8236151603498543
122,1.0,0.9110787172011662,0.9693877551020408,0.8469387755102041,0.9387755102040816,0.8119533527696793,1.0,0.8483965014577259,0.9387755102040816,0.8381924198250729
123,1.0,0.912536443148688,0.9693877551020408,0.8221574344023324,0.979591836734694,0.8279883381924198,0.9897959183673468,0.8644314868804664,0.9285714285714286,0.7594752186588921
124,1.0,0.9110787172011662,0.9387755102040816,0.8556851311953353,0.9489795918367347,0.8425655976676385,1.0,0.8688046647230321,0.7551020408163265,0.6297376093294461
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126,1.0,0.9052478134110788,0.9489795918367347,0.8600583090379009,0.9591836734693876,0.8513119533527697,0.9591836734693876,0.8775510204081632,0.9285714285714286,0.8046647230320699
127,0.9897959183673468,0.9081632653061223,0.9285714285714286,0.8542274052478134,0.9183673469387756,0.8527696793002916,0.9489795918367347,0.8994169096209913,0.8571428571428571,0.8163265306122449
128,1.0,0.9081632653061223,0.979591836734694,0.8600583090379009,0.9387755102040816,0.8615160349854227,0.979591836734694,0.8935860058309038,0.8775510204081632,0.8294460641399417
129,1.0,0.902332361516035,0.9285714285714286,0.8411078717201166,0.979591836734694,0.858600583090379,0.979591836734694,0.8833819241982507,0.9285714285714286,0.8192419825072886
130,1.0,0.902332361516035,0.9591836734693876,0.8206997084548106,0.9591836734693876,0.8688046647230321,0.9693877551020408,0.8746355685131195,0.9387755102040816,0.8002915451895044
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132,1.0,0.9169096209912536,0.9285714285714286,0.8309037900874635,1.0,0.8673469387755102,0.9897959183673468,0.8935860058309038,0.8877551020408163,0.8119533527696793
133,1.0,0.9110787172011662,0.9285714285714286,0.8367346938775511,1.0,0.8629737609329446,0.9387755102040816,0.8979591836734694,0.9285714285714286,0.8396501457725948
134,1.0,0.9096209912536444,0.9591836734693876,0.8454810495626822,0.9897959183673468,0.8644314868804664,0.9897959183673468,0.8848396501457726,0.9285714285714286,0.8323615160349854
135,1.0,0.912536443148688,0.979591836734694,0.8454810495626822,0.979591836734694,0.8775510204081632,0.9591836734693876,0.8848396501457726,0.9183673469387756,0.8367346938775511
136,1.0,0.91399416909621,0.9897959183673468,0.8425655976676385,1.0,0.8629737609329446,0.9693877551020408,0.8746355685131195,0.9387755102040816,0.8381924198250729
137,1.0,0.912536443148688,0.9489795918367347,0.8469387755102041,0.9693877551020408,0.8411078717201166,0.9897959183673468,0.880466472303207,0.9387755102040816,0.8367346938775511
138,1.0,0.9096209912536444,0.979591836734694,0.8513119533527697,0.9897959183673468,0.8454810495626822,0.9693877551020408,0.8935860058309038,0.9591836734693876,0.8279883381924198
139,1.0,0.9096209912536444,0.9591836734693876,0.8440233236151603,0.979591836734694,0.8760932944606414,0.979591836734694,0.9008746355685132,0.9489795918367347,0.8396501457725948
140,1.0,0.91399416909621,0.9591836734693876,0.8381924198250729,0.9489795918367347,0.8790087463556852,0.9897959183673468,0.8994169096209913,0.9489795918367347,0.8367346938775511
141,1.0,0.91399416909621,0.979591836734694,0.8381924198250729,0.979591836734694,0.8760932944606414,0.979591836734694,0.902332361516035,0.9591836734693876,0.8396501457725948
142,1.0,0.912536443148688,0.979591836734694,0.8323615160349854,0.979591836734694,0.880466472303207,1.0,0.8994169096209913,0.9489795918367347,0.8381924198250729
143,1.0,0.91399416909621,0.979591836734694,0.8279883381924198,1.0,0.8790087463556852,0.9897959183673468,0.9008746355685132,0.9081632653061223,0.8381924198250729
144,1.0,0.912536443148688,0.9897959183673468,0.8483965014577259,0.9897959183673468,0.8775510204081632,0.979591836734694,0.8892128279883382,0.9285714285714286,0.8279883381924198
145,1.0,0.9110787172011662,0.9387755102040816,0.8542274052478134,0.9591836734693876,0.8731778425655977,0.9897959183673468,0.8979591836734694,0.9285714285714286,0.8221574344023324
146,1.0,0.9154518950437318,0.9897959183673468,0.858600583090379,0.9693877551020408,0.8702623906705539,0.9897959183673468,0.8950437317784257,0.9489795918367347,0.8294460641399417
147,1.0,0.9154518950437318,0.9591836734693876,0.8688046647230321,0.9897959183673468,0.8760932944606414,0.9897959183673468,0.8994169096209913,0.9387755102040816,0.8411078717201166
148,1.0,0.912536443148688,0.979591836734694,0.8615160349854227,1.0,0.8717201166180758,0.9897959183673468,0.8994169096209913,0.9489795918367347,0.8440233236151603
149,1.0,0.91399416909621,0.9897959183673468,0.8615160349854227,0.979591836734694,0.8775510204081632,1.0,0.8965014577259475,0.9489795918367347,0.8440233236151603
150,1.0,0.912536443148688,0.9897959183673468,0.8629737609329446,0.9897959183673468,0.8775510204081632,0.9897959183673468,0.8935860058309038,0.9387755102040816,0.8440233236151603
151,1.0,0.91399416909621,0.9693877551020408,0.8673469387755102,0.979591836734694,0.8746355685131195,0.9897959183673468,0.8979591836734694,0.9489795918367347,0.8440233236151603
152,1.0,0.912536443148688,0.9591836734693876,0.8673469387755102,1.0,0.8746355685131195,0.9693877551020408,0.9052478134110788,0.9591836734693876,0.8425655976676385
153,1.0,0.91399416909621,0.9693877551020408,0.8644314868804664,0.9591836734693876,0.8688046647230321,0.9489795918367347,0.8848396501457726,0.9591836734693876,0.8367346938775511
154,1.0,0.91399416909621,1.0,0.8615160349854227,0.9897959183673468,0.8702623906705539,1.0,0.89067055393586,0.9489795918367347,0.8352769679300291
155,1.0,0.91399416909621,0.9693877551020408,0.8542274052478134,0.979591836734694,0.8658892128279884,1.0,0.8935860058309038,0.9387755102040816,0.8440233236151603
156,1.0,0.91399416909621,0.9285714285714286,0.8396501457725948,0.9897959183673468,0.880466472303207,0.979591836734694,0.8892128279883382,0.9591836734693876,0.8469387755102041
157,1.0,0.91399416909621,0.9897959183673468,0.8571428571428571,0.979591836734694,0.8790087463556852,0.9693877551020408,0.902332361516035,0.9489795918367347,0.8513119533527697
158,1.0,0.91399416909621,0.9591836734693876,0.8556851311953353,0.9693877551020408,0.8746355685131195,0.979591836734694,0.9096209912536444,0.9693877551020408,0.8469387755102041
159,0.9897959183673468,0.91399416909621,0.9591836734693876,0.8498542274052479,0.9897959183673468,0.8702623906705539,0.9897959183673468,0.9081632653061223,0.9693877551020408,0.8425655976676385
160,1.0,0.9110787172011662,1.0,0.8498542274052479,1.0,0.8717201166180758,0.9897959183673468,0.9067055393586004,0.9591836734693876,0.8396501457725948
161,1.0,0.912536443148688,0.9693877551020408,0.8483965014577259,0.9591836734693876,0.8673469387755102,1.0,0.9008746355685132,0.979591836734694,0.8483965014577259
162,1.0,0.9110787172011662,0.9693877551020408,0.8556851311953353,0.9897959183673468,0.8746355685131195,0.9693877551020408,0.9154518950437318,0.9489795918367347,0.8469387755102041
163,1.0,0.912536443148688,0.9591836734693876,0.8615160349854227,1.0,0.8775510204081632,1.0,0.9037900874635568,0.9693877551020408,0.8498542274052479
164,1.0,0.9154518950437318,1.0,0.8527696793002916,0.9591836734693876,0.8760932944606414,0.979591836734694,0.91399416909621,0.9591836734693876,0.8498542274052479
165,1.0,0.91399416909621,0.979591836734694,0.8556851311953353,1.0,0.8833819241982507,0.9693877551020408,0.9008746355685132,0.9693877551020408,0.8483965014577259
166,1.0,0.91399416909621,0.9693877551020408,0.8615160349854227,0.9693877551020408,0.8731778425655977,0.9897959183673468,0.8819241982507289,0.9489795918367347,0.8483965014577259
167,1.0,0.91399416909621,0.9897959183673468,0.8454810495626822,0.9897959183673468,0.8760932944606414,0.9897959183673468,0.89067055393586,0.9693877551020408,0.8513119533527697
168,1.0,0.91399416909621,0.9897959183673468,0.8673469387755102,1.0,0.8746355685131195,1.0,0.8877551020408163,0.9693877551020408,0.8483965014577259
169,1.0,0.91399416909621,0.979591836734694,0.8658892128279884,0.979591836734694,0.8746355685131195,1.0,0.9037900874635568,0.9693877551020408,0.8483965014577259
170,1.0,0.91399416909621,0.9897959183673468,0.8513119533527697,0.979591836734694,0.8819241982507289,1.0,0.9110787172011662,0.9387755102040816,0.8454810495626822
171,1.0,0.91399416909621,0.9897959183673468,0.8513119533527697,0.9693877551020408,0.8790087463556852,1.0,0.8994169096209913,0.9489795918367347,0.8454810495626822
172,1.0,0.91399416909621,0.9591836734693876,0.8629737609329446,1.0,0.8760932944606414,1.0,0.9081632653061223,0.9693877551020408,0.8440233236151603
173,1.0,0.91399416909621,0.979591836734694,0.8600583090379009,0.979591836734694,0.8731778425655977,0.9591836734693876,0.9096209912536444,0.9387755102040816,0.8440233236151603
174,1.0,0.91399416909621,0.9387755102040816,0.8600583090379009,0.9591836734693876,0.8760932944606414,0.9897959183673468,0.9067055393586004,0.9183673469387756,0.8454810495626822
175,1.0,0.91399416909621,0.9897959183673468,0.8527696793002916,0.9693877551020408,0.8702623906705539,1.0,0.9081632653061223,0.979591836734694,0.8454810495626822
176,1.0,0.91399416909621,0.9897959183673468,0.8600583090379009,0.9897959183673468,0.8702623906705539,1.0,0.9037900874635568,0.9693877551020408,0.8454810495626822
177,1.0,0.91399416909621,0.979591836734694,0.8527696793002916,0.9693877551020408,0.8746355685131195,0.9897959183673468,0.902332361516035,0.9693877551020408,0.8454810495626822
178,1.0,0.91399416909621,0.9693877551020408,0.8411078717201166,1.0,0.8746355685131195,1.0,0.9067055393586004,0.9489795918367347,0.8469387755102041
179,1.0,0.91399416909621,1.0,0.8644314868804664,0.9591836734693876,0.8760932944606414,0.979591836734694,0.9081632653061223,0.9693877551020408,0.8483965014577259
180,1.0,0.91399416909621,0.979591836734694,0.8600583090379009,0.9897959183673468,0.8790087463556852,0.979591836734694,0.9052478134110788,0.9591836734693876,0.8498542274052479
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