{'_meta': {'type': 'graph'}, 'spectral_gap': 0.042633983040510914}
{'_meta': {'type': 'train'}, 'E': 1, 'B': 0, 'Length': 320, 'Loss': 2.3109123706817627, 'top1': 9.6875}
{'_meta': {'type': 'train'}, 'E': 1, 'B': 10, 'Length': 320, 'Loss': 1.0003558039665221, 'top1': 64.0625}
{'_meta': {'type': 'train'}, 'E': 1, 'B': 20, 'Length': 320, 'Loss': 0.26348771527409554, 'top1': 91.875}
{'_meta': {'type': 'train'}, 'E': 1, 'B': 30, 'Length': 320, 'Loss': 0.4897273495793343, 'top1': 85.3125}
{'_meta': {'type': 'train'}, 'E': 1, 'B': 40, 'Length': 320, 'Loss': 0.2759726092219353, 'top1': 90.625}
{'_meta': {'type': 'train'}, 'E': 1, 'B': 50, 'Length': 320, 'Loss': 0.186198840290308, 'top1': 92.8125}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 1, 'Length': 9984, 'Loss': 0.7173861528818424, 'top1': 84.00440705128206}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 1, 'Length': 9984, 'Loss': 4.282160312701494, 'top1': 49.77964743589744}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 1, 'Length': 9984, 'Loss': 3.753932384344248, 'top1': 45.54286858974359}
{'_meta': {'type': 'train'}, 'E': 2, 'B': 0, 'Length': 320, 'Loss': 0.17217722460627555, 'top1': 94.375}
{'_meta': {'type': 'train'}, 'E': 2, 'B': 10, 'Length': 320, 'Loss': 0.16786862704902888, 'top1': 95.0}
{'_meta': {'type': 'train'}, 'E': 2, 'B': 20, 'Length': 320, 'Loss': 0.1224154856055975, 'top1': 96.25}
{'_meta': {'type': 'train'}, 'E': 2, 'B': 30, 'Length': 320, 'Loss': 0.15028047375380993, 'top1': 95.3125}
{'_meta': {'type': 'train'}, 'E': 2, 'B': 40, 'Length': 320, 'Loss': 0.12722789384424688, 'top1': 95.3125}
{'_meta': {'type': 'train'}, 'E': 2, 'B': 50, 'Length': 320, 'Loss': 0.07684987094253301, 'top1': 97.5}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 2, 'Length': 9984, 'Loss': 0.5960240536011182, 'top1': 86.0576923076923}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 2, 'Length': 9984, 'Loss': 4.185403988911555, 'top1': 50.34054487179487}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 2, 'Length': 9984, 'Loss': 3.760641981393863, 'top1': 46.193910256410255}
{'_meta': {'type': 'train'}, 'E': 3, 'B': 0, 'Length': 320, 'Loss': 0.09376162700355054, 'top1': 96.5625}
{'_meta': {'type': 'train'}, 'E': 3, 'B': 10, 'Length': 320, 'Loss': 0.08883955990895628, 'top1': 96.5625}
{'_meta': {'type': 'train'}, 'E': 3, 'B': 20, 'Length': 320, 'Loss': 0.06524538705125452, 'top1': 98.4375}
{'_meta': {'type': 'train'}, 'E': 3, 'B': 30, 'Length': 320, 'Loss': 0.09890435384586453, 'top1': 96.5625}
{'_meta': {'type': 'train'}, 'E': 3, 'B': 40, 'Length': 320, 'Loss': 0.06700052572414279, 'top1': 97.5}
{'_meta': {'type': 'train'}, 'E': 3, 'B': 50, 'Length': 320, 'Loss': 0.03697731983847916, 'top1': 99.0625}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 3, 'Length': 9984, 'Loss': 0.4895879632005325, 'top1': 87.5400641025641}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 3, 'Length': 9984, 'Loss': 4.44725846632933, 'top1': 50.53084935897436}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 3, 'Length': 9984, 'Loss': 4.095210934296633, 'top1': 46.34415064102564}
{'_meta': {'type': 'train'}, 'E': 4, 'B': 0, 'Length': 320, 'Loss': 0.05612245928496122, 'top1': 99.0625}
{'_meta': {'type': 'train'}, 'E': 4, 'B': 10, 'Length': 320, 'Loss': 0.049123395001515746, 'top1': 98.4375}
{'_meta': {'type': 'train'}, 'E': 4, 'B': 20, 'Length': 320, 'Loss': 0.027295396849513053, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 4, 'B': 30, 'Length': 320, 'Loss': 0.0466570045100525, 'top1': 98.4375}
{'_meta': {'type': 'train'}, 'E': 4, 'B': 40, 'Length': 320, 'Loss': 0.040550374519079925, 'top1': 98.75}
{'_meta': {'type': 'train'}, 'E': 4, 'B': 50, 'Length': 320, 'Loss': 0.02245640940964222, 'top1': 99.6875}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 4, 'Length': 9984, 'Loss': 0.39632787574560213, 'top1': 89.67347756410257}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 4, 'Length': 9984, 'Loss': 4.7667980774855, 'top1': 50.54086538461539}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 4, 'Length': 9984, 'Loss': 4.3561604878841305, 'top1': 47.005208333333336}
{'_meta': {'type': 'train'}, 'E': 5, 'B': 0, 'Length': 320, 'Loss': 0.029103337752167134, 'top1': 99.375}
{'_meta': {'type': 'train'}, 'E': 5, 'B': 10, 'Length': 320, 'Loss': 0.04097982194507495, 'top1': 98.4375}
{'_meta': {'type': 'train'}, 'E': 5, 'B': 20, 'Length': 320, 'Loss': 0.017617047007661313, 'top1': 99.6875}
{'_meta': {'type': 'train'}, 'E': 5, 'B': 30, 'Length': 320, 'Loss': 0.02400692186783999, 'top1': 99.6875}
{'_meta': {'type': 'train'}, 'E': 5, 'B': 40, 'Length': 320, 'Loss': 0.02190128727816045, 'top1': 99.6875}
{'_meta': {'type': 'train'}, 'E': 5, 'B': 50, 'Length': 320, 'Loss': 0.018482616473920643, 'top1': 100.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 5, 'Length': 9984, 'Loss': 0.34954071914156276, 'top1': 90.26442307692308}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 5, 'Length': 9984, 'Loss': 4.9765319763085785, 'top1': 50.54086538461539}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 5, 'Length': 9984, 'Loss': 4.382066396566538, 'top1': 47.155448717948715}
{'_meta': {'type': 'train'}, 'E': 6, 'B': 0, 'Length': 320, 'Loss': 0.01749032790539786, 'top1': 99.375}
{'_meta': {'type': 'train'}, 'E': 6, 'B': 10, 'Length': 320, 'Loss': 0.023574849974829705, 'top1': 99.375}
{'_meta': {'type': 'train'}, 'E': 6, 'B': 20, 'Length': 320, 'Loss': 0.007381414121482521, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 6, 'B': 30, 'Length': 320, 'Loss': 0.013096554577350617, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 6, 'B': 40, 'Length': 320, 'Loss': 0.015102602681145072, 'top1': 99.375}
{'_meta': {'type': 'train'}, 'E': 6, 'B': 50, 'Length': 320, 'Loss': 0.009600203193258494, 'top1': 100.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 6, 'Length': 9984, 'Loss': 0.3360825088352729, 'top1': 90.20432692307692}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 6, 'Length': 9984, 'Loss': 4.950893194247515, 'top1': 50.59094551282051}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 6, 'Length': 9984, 'Loss': 4.605669119419196, 'top1': 47.04527243589744}
{'_meta': {'type': 'train'}, 'E': 7, 'B': 0, 'Length': 320, 'Loss': 0.007706512181903236, 'top1': 99.6875}
{'_meta': {'type': 'train'}, 'E': 7, 'B': 10, 'Length': 320, 'Loss': 0.009505463211098686, 'top1': 99.6875}
{'_meta': {'type': 'train'}, 'E': 7, 'B': 20, 'Length': 320, 'Loss': 0.005476847488898784, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 7, 'B': 30, 'Length': 320, 'Loss': 0.018055074696894734, 'top1': 99.375}
{'_meta': {'type': 'train'}, 'E': 7, 'B': 40, 'Length': 320, 'Loss': 0.009965123242000117, 'top1': 99.6875}
{'_meta': {'type': 'train'}, 'E': 7, 'B': 50, 'Length': 320, 'Loss': 0.008006495528388769, 'top1': 99.6875}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 7, 'Length': 9984, 'Loss': 0.3105303683342078, 'top1': 90.99559294871794}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 7, 'Length': 9984, 'Loss': 4.825863758722941, 'top1': 50.701121794871796}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 7, 'Length': 9984, 'Loss': 4.8856598902971315, 'top1': 47.14543269230769}
{'_meta': {'type': 'train'}, 'E': 8, 'B': 0, 'Length': 320, 'Loss': 0.00770568429143168, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 8, 'B': 10, 'Length': 320, 'Loss': 0.010673087352188304, 'top1': 99.6875}
{'_meta': {'type': 'train'}, 'E': 8, 'B': 20, 'Length': 320, 'Loss': 0.009015597845427692, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 8, 'B': 30, 'Length': 320, 'Loss': 0.004809145117178559, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 8, 'B': 40, 'Length': 320, 'Loss': 0.005016666746814735, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 8, 'B': 50, 'Length': 320, 'Loss': 0.005889671560726129, 'top1': 99.6875}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 8, 'Length': 9984, 'Loss': 0.29390362865076614, 'top1': 91.0556891025641}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 8, 'Length': 9984, 'Loss': 5.2135518453060055, 'top1': 50.71113782051282}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 8, 'Length': 9984, 'Loss': 4.79721441024389, 'top1': 47.20552884615385}
{'_meta': {'type': 'train'}, 'E': 9, 'B': 0, 'Length': 320, 'Loss': 0.003081547559122555, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 9, 'B': 10, 'Length': 320, 'Loss': 0.010090843481884803, 'top1': 99.6875}
{'_meta': {'type': 'train'}, 'E': 9, 'B': 20, 'Length': 320, 'Loss': 0.003925226532737724, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 9, 'B': 30, 'Length': 320, 'Loss': 0.002864102669991553, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 9, 'B': 40, 'Length': 320, 'Loss': 0.005057876041973941, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 9, 'B': 50, 'Length': 320, 'Loss': 0.0018377934524323792, 'top1': 100.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 9, 'Length': 9984, 'Loss': 0.2919560436350413, 'top1': 91.00560897435898}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 9, 'Length': 9984, 'Loss': 5.4513280880756865, 'top1': 50.69110576923077}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 9, 'Length': 9984, 'Loss': 4.864011758413071, 'top1': 47.27564102564103}
{'_meta': {'type': 'train'}, 'E': 10, 'B': 0, 'Length': 320, 'Loss': 0.001898139773402363, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 10, 'B': 10, 'Length': 320, 'Loss': 0.0026442639777087607, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 10, 'B': 20, 'Length': 320, 'Loss': 0.002442607683769893, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 10, 'B': 30, 'Length': 320, 'Loss': 0.013238225072564091, 'top1': 99.6875}
{'_meta': {'type': 'train'}, 'E': 10, 'B': 40, 'Length': 320, 'Loss': 0.0025553391460562125, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 10, 'B': 50, 'Length': 320, 'Loss': 0.0024461332388455046, 'top1': 100.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 10, 'Length': 9984, 'Loss': 0.29559246116341686, 'top1': 90.47475961538461}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 10, 'Length': 9984, 'Loss': 5.698250342638064, 'top1': 50.69110576923077}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 10, 'Length': 9984, 'Loss': 4.640912144612043, 'top1': 47.42588141025641}
{'_meta': {'type': 'train'}, 'E': 11, 'B': 0, 'Length': 320, 'Loss': 0.0015032059149234557, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 11, 'B': 10, 'Length': 320, 'Loss': 0.0015371765250165482, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 11, 'B': 20, 'Length': 320, 'Loss': 0.0013995854533277452, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 11, 'B': 30, 'Length': 320, 'Loss': 0.002844694908708334, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 11, 'B': 40, 'Length': 320, 'Loss': 0.002717803345876746, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 11, 'B': 50, 'Length': 320, 'Loss': 0.0020045015728101133, 'top1': 100.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 11, 'Length': 9984, 'Loss': 0.3218107170019394, 'top1': 89.30288461538461}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 11, 'Length': 9984, 'Loss': 5.920762911821023, 'top1': 50.69110576923077}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 11, 'Length': 9984, 'Loss': 4.6744822172018194, 'top1': 47.24559294871795}
{'_meta': {'type': 'train'}, 'E': 12, 'B': 0, 'Length': 320, 'Loss': 0.0010839898859558161, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 12, 'B': 10, 'Length': 320, 'Loss': 0.00149432081670966, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 12, 'B': 20, 'Length': 320, 'Loss': 0.0009624739926948678, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 12, 'B': 30, 'Length': 320, 'Loss': 0.0026965534867485984, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 12, 'B': 40, 'Length': 320, 'Loss': 0.0010013327206252142, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 12, 'B': 50, 'Length': 320, 'Loss': 0.0008764030339079909, 'top1': 100.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 12, 'Length': 9984, 'Loss': 0.3178048809178365, 'top1': 89.4931891025641}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 12, 'Length': 9984, 'Loss': 6.081323207953037, 'top1': 50.671073717948715}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 12, 'Length': 9984, 'Loss': 4.755343357721965, 'top1': 47.365785256410255}
{'_meta': {'type': 'train'}, 'E': 13, 'B': 0, 'Length': 320, 'Loss': 0.0009595360679668374, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 13, 'B': 10, 'Length': 320, 'Loss': 0.0010811066804308211, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 13, 'B': 20, 'Length': 320, 'Loss': 0.0011944015495828353, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 13, 'B': 30, 'Length': 320, 'Loss': 0.001199743449978996, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 13, 'B': 40, 'Length': 320, 'Loss': 0.0007406247110338882, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 13, 'B': 50, 'Length': 320, 'Loss': 0.0008418534023803658, 'top1': 100.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 13, 'Length': 9984, 'Loss': 0.2982057127623986, 'top1': 90.06410256410257}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 13, 'Length': 9984, 'Loss': 6.21298918968592, 'top1': 50.671073717948715}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 13, 'Length': 9984, 'Loss': 5.001984504552988, 'top1': 47.45592948717949}
{'_meta': {'type': 'train'}, 'E': 14, 'B': 0, 'Length': 320, 'Loss': 0.0007607246850966475, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 14, 'B': 10, 'Length': 320, 'Loss': 0.0006821971277531702, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 14, 'B': 20, 'Length': 320, 'Loss': 0.000619257015932817, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 14, 'B': 30, 'Length': 320, 'Loss': 0.0011076260743720923, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 14, 'B': 40, 'Length': 320, 'Loss': 0.0006099727768742013, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 14, 'B': 50, 'Length': 320, 'Loss': 0.0005867741580004804, 'top1': 100.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 14, 'Length': 9984, 'Loss': 0.295272460541664, 'top1': 90.05408653846153}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 14, 'Length': 9984, 'Loss': 6.322607615055182, 'top1': 50.681089743589745}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 14, 'Length': 9984, 'Loss': 5.153721253077189, 'top1': 47.49599358974359}
{'_meta': {'type': 'train'}, 'E': 15, 'B': 0, 'Length': 320, 'Loss': 0.0006345582241920056, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 15, 'B': 10, 'Length': 320, 'Loss': 0.0005663951282258495, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 15, 'B': 20, 'Length': 320, 'Loss': 0.0005270493042189628, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 15, 'B': 30, 'Length': 320, 'Loss': 0.000943027665198315, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 15, 'B': 40, 'Length': 320, 'Loss': 0.0005867473762918962, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 15, 'B': 50, 'Length': 320, 'Loss': 0.0004882855198957258, 'top1': 100.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 15, 'Length': 9984, 'Loss': 0.294345911544485, 'top1': 90.08413461538461}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 15, 'Length': 9984, 'Loss': 6.420122476724478, 'top1': 50.681089743589745}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 15, 'Length': 9984, 'Loss': 5.275769068644597, 'top1': 47.49599358974359}
{'_meta': {'type': 'train'}, 'E': 16, 'B': 0, 'Length': 320, 'Loss': 0.000529083791479934, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 16, 'B': 10, 'Length': 320, 'Loss': 0.0004993343018213636, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 16, 'B': 20, 'Length': 320, 'Loss': 0.00046019687069929203, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 16, 'B': 30, 'Length': 320, 'Loss': 0.0007856718562834431, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 16, 'B': 40, 'Length': 320, 'Loss': 0.0005510791834240081, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 16, 'B': 50, 'Length': 320, 'Loss': 0.0004443066682142671, 'top1': 100.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 16, 'Length': 9984, 'Loss': 0.29493447292882663, 'top1': 90.07411858974359}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 16, 'Length': 9984, 'Loss': 6.505055916615022, 'top1': 50.681089743589745}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 16, 'Length': 9984, 'Loss': 5.367525174067571, 'top1': 47.46594551282051}
{'_meta': {'type': 'train'}, 'E': 17, 'B': 0, 'Length': 320, 'Loss': 0.00045526445064751896, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 17, 'B': 10, 'Length': 320, 'Loss': 0.00044361233212839577, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 17, 'B': 20, 'Length': 320, 'Loss': 0.00041555441785021683, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 17, 'B': 30, 'Length': 320, 'Loss': 0.0006562770264281426, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 17, 'B': 40, 'Length': 320, 'Loss': 0.0005028525691159302, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 17, 'B': 50, 'Length': 320, 'Loss': 0.0004135238326853141, 'top1': 100.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 17, 'Length': 9984, 'Loss': 0.29619462191103363, 'top1': 90.1141826923077}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 17, 'Length': 9984, 'Loss': 6.583655724158654, 'top1': 50.69110576923077}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 17, 'Length': 9984, 'Loss': 5.441146404315264, 'top1': 47.47596153846154}
{'_meta': {'type': 'train'}, 'E': 18, 'B': 0, 'Length': 320, 'Loss': 0.0003938421286875382, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 18, 'B': 10, 'Length': 320, 'Loss': 0.0003978327009463101, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 18, 'B': 20, 'Length': 320, 'Loss': 0.00037737785387434994, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 18, 'B': 30, 'Length': 320, 'Loss': 0.000565809528779937, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 18, 'B': 40, 'Length': 320, 'Loss': 0.0004491655090532731, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 18, 'B': 50, 'Length': 320, 'Loss': 0.0003819401204964379, 'top1': 100.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 18, 'Length': 9984, 'Loss': 0.2974577794949978, 'top1': 90.07411858974359}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 18, 'Length': 9984, 'Loss': 6.656325144645495, 'top1': 50.69110576923077}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 18, 'Length': 9984, 'Loss': 5.5054046374100905, 'top1': 47.46594551282051}
{'_meta': {'type': 'train'}, 'E': 19, 'B': 0, 'Length': 320, 'Loss': 0.00034703026976785624, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 19, 'B': 10, 'Length': 320, 'Loss': 0.00035963538502983285, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 19, 'B': 20, 'Length': 320, 'Loss': 0.0003376368509634631, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 19, 'B': 30, 'Length': 320, 'Loss': 0.0005004160797398072, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 19, 'B': 40, 'Length': 320, 'Loss': 0.0004006628656497924, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 19, 'B': 50, 'Length': 320, 'Loss': 0.00035015051398659127, 'top1': 100.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 19, 'Length': 9984, 'Loss': 0.29844682324582184, 'top1': 90.06410256410257}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 19, 'Length': 9984, 'Loss': 6.722855574045425, 'top1': 50.69110576923077}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 19, 'Length': 9984, 'Loss': 5.565262195391533, 'top1': 47.46594551282051}
{'_meta': {'type': 'train'}, 'E': 20, 'B': 0, 'Length': 320, 'Loss': 0.0003117654374364065, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 20, 'B': 10, 'Length': 320, 'Loss': 0.0003278601150668692, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 20, 'B': 20, 'Length': 320, 'Loss': 0.00030417635935009457, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 20, 'B': 30, 'Length': 320, 'Loss': 0.0004524207681242842, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 20, 'B': 40, 'Length': 320, 'Loss': 0.000363396788816317, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 20, 'B': 50, 'Length': 320, 'Loss': 0.00032208490520133635, 'top1': 100.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 20, 'Length': 9984, 'Loss': 0.29933418347858465, 'top1': 90.02403846153847}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 20, 'Length': 9984, 'Loss': 6.785012911527585, 'top1': 50.69110576923077}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 20, 'Length': 9984, 'Loss': 5.620855789918166, 'top1': 47.46594551282051}
{'_meta': {'type': 'train'}, 'E': 21, 'B': 0, 'Length': 320, 'Loss': 0.0002830044672009535, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 21, 'B': 10, 'Length': 320, 'Loss': 0.00030070989905652825, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 21, 'B': 20, 'Length': 320, 'Loss': 0.0002767626105196541, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 21, 'B': 30, 'Length': 320, 'Loss': 0.00041429510347370526, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 21, 'B': 40, 'Length': 320, 'Loss': 0.0003325931593280984, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 21, 'B': 50, 'Length': 320, 'Loss': 0.00029606067364511545, 'top1': 100.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 21, 'Length': 9984, 'Loss': 0.30009504054219294, 'top1': 89.95392628205128}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 21, 'Length': 9984, 'Loss': 6.843241190299009, 'top1': 50.69110576923077}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 21, 'Length': 9984, 'Loss': 5.672169673137176, 'top1': 47.46594551282051}
{'_meta': {'type': 'train'}, 'E': 22, 'B': 0, 'Length': 320, 'Loss': 0.0002600388921564445, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 22, 'B': 10, 'Length': 320, 'Loss': 0.0002784235573926708, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 22, 'B': 20, 'Length': 320, 'Loss': 0.0002536773725296371, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 22, 'B': 30, 'Length': 320, 'Loss': 0.00038236653490457683, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 22, 'B': 40, 'Length': 320, 'Loss': 0.0003068237654588302, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 22, 'B': 50, 'Length': 320, 'Loss': 0.00027401554107200357, 'top1': 100.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 22, 'Length': 9984, 'Loss': 0.3007471547581447, 'top1': 89.93389423076923}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 22, 'Length': 9984, 'Loss': 6.896870411359346, 'top1': 50.69110576923077}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 22, 'Length': 9984, 'Loss': 5.720376723851913, 'top1': 47.46594551282051}
{'_meta': {'type': 'train'}, 'E': 23, 'B': 0, 'Length': 320, 'Loss': 0.00023923995686345734, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 23, 'B': 10, 'Length': 320, 'Loss': 0.00025983685645769583, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 23, 'B': 20, 'Length': 320, 'Loss': 0.00023354858785751276, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 23, 'B': 30, 'Length': 320, 'Loss': 0.0003558735279511893, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 23, 'B': 40, 'Length': 320, 'Loss': 0.00028543013577291275, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 23, 'B': 50, 'Length': 320, 'Loss': 0.0002546756189985899, 'top1': 100.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 23, 'Length': 9984, 'Loss': 0.30147005775227, 'top1': 89.94391025641026}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 23, 'Length': 9984, 'Loss': 6.950105917759431, 'top1': 50.69110576923077}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 23, 'Length': 9984, 'Loss': 5.764741463538928, 'top1': 47.46594551282051}
{'_meta': {'type': 'train'}, 'E': 24, 'B': 0, 'Length': 320, 'Loss': 0.00022272925434663193, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 24, 'B': 10, 'Length': 320, 'Loss': 0.00024206321249948816, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 24, 'B': 20, 'Length': 320, 'Loss': 0.00021741488926636522, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 24, 'B': 30, 'Length': 320, 'Loss': 0.0003317368456919212, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 24, 'B': 40, 'Length': 320, 'Loss': 0.0002659665497048991, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 24, 'B': 50, 'Length': 320, 'Loss': 0.0002378246872467571, 'top1': 100.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 24, 'Length': 9984, 'Loss': 0.3019786055844564, 'top1': 89.93389423076923}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 24, 'Length': 9984, 'Loss': 6.996375817518968, 'top1': 50.69110576923077}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 24, 'Length': 9984, 'Loss': 5.806809547619942, 'top1': 47.46594551282051}
{'_meta': {'type': 'train'}, 'E': 25, 'B': 0, 'Length': 320, 'Loss': 0.00020779549504368333, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 25, 'B': 10, 'Length': 320, 'Loss': 0.00022696401620123652, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 25, 'B': 20, 'Length': 320, 'Loss': 0.00020269468732294626, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 25, 'B': 30, 'Length': 320, 'Loss': 0.0003124070917692734, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 25, 'B': 40, 'Length': 320, 'Loss': 0.00024958494050224543, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 25, 'B': 50, 'Length': 320, 'Loss': 0.0002232003573226393, 'top1': 100.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 25, 'Length': 9984, 'Loss': 0.30257768924228656, 'top1': 89.9238782051282}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 25, 'Length': 9984, 'Loss': 7.04254246980716, 'top1': 50.69110576923077}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 25, 'Length': 9984, 'Loss': 5.846978230354114, 'top1': 47.46594551282051}
{'_meta': {'type': 'train'}, 'E': 26, 'B': 0, 'Length': 320, 'Loss': 0.00019526437845343025, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 26, 'B': 10, 'Length': 320, 'Loss': 0.0002140868265996687, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 26, 'B': 20, 'Length': 320, 'Loss': 0.00019009943753189873, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 26, 'B': 30, 'Length': 320, 'Loss': 0.00029415073186100926, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 26, 'B': 40, 'Length': 320, 'Loss': 0.00023503395805164474, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 26, 'B': 50, 'Length': 320, 'Loss': 0.00020976347295800223, 'top1': 100.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 26, 'Length': 9984, 'Loss': 0.30303272967919326, 'top1': 89.93389423076923}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 26, 'Length': 9984, 'Loss': 7.084200590084761, 'top1': 50.69110576923077}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 26, 'Length': 9984, 'Loss': 5.884892775462224, 'top1': 47.47596153846154}
{'_meta': {'type': 'train'}, 'E': 27, 'B': 0, 'Length': 320, 'Loss': 0.00018353671821387253, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 27, 'B': 10, 'Length': 320, 'Loss': 0.00020241379288563622, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 27, 'B': 20, 'Length': 320, 'Loss': 0.00017871379659482046, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 27, 'B': 30, 'Length': 320, 'Loss': 0.0002783988282317296, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 27, 'B': 40, 'Length': 320, 'Loss': 0.00022234760108403863, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 27, 'B': 50, 'Length': 320, 'Loss': 0.00019781661121669457, 'top1': 100.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 27, 'Length': 9984, 'Loss': 0.30353433041809463, 'top1': 89.9238782051282}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 27, 'Length': 9984, 'Loss': 7.126560088915703, 'top1': 50.69110576923077}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 27, 'Length': 9984, 'Loss': 5.921342733578804, 'top1': 47.47596153846154}
{'_meta': {'type': 'train'}, 'E': 28, 'B': 0, 'Length': 320, 'Loss': 0.0001725534102661186, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 28, 'B': 10, 'Length': 320, 'Loss': 0.00019162892322128756, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 28, 'B': 20, 'Length': 320, 'Loss': 0.00016846208218339597, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 28, 'B': 30, 'Length': 320, 'Loss': 0.00026367409263912124, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 28, 'B': 40, 'Length': 320, 'Loss': 0.00021065133551019245, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 28, 'B': 50, 'Length': 320, 'Loss': 0.00018760182574624197, 'top1': 100.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 28, 'Length': 9984, 'Loss': 0.3040796759992074, 'top1': 89.93389423076923}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 28, 'Length': 9984, 'Loss': 7.165587058434119, 'top1': 50.69110576923077}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 28, 'Length': 9984, 'Loss': 5.95530871855907, 'top1': 47.47596153846154}
{'_meta': {'type': 'train'}, 'E': 29, 'B': 0, 'Length': 320, 'Loss': 0.00016373658672819147, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 29, 'B': 10, 'Length': 320, 'Loss': 0.00018213450466646463, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 29, 'B': 20, 'Length': 320, 'Loss': 0.00015954980754031566, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 29, 'B': 30, 'Length': 320, 'Loss': 0.0002510904447262874, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 29, 'B': 40, 'Length': 320, 'Loss': 0.00019936793396482244, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 29, 'B': 50, 'Length': 320, 'Loss': 0.00017772441351553424, 'top1': 100.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 29, 'Length': 9984, 'Loss': 0.30447422961393994, 'top1': 89.93389423076923}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 29, 'Length': 9984, 'Loss': 7.203110743791629, 'top1': 50.681089743589745}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 29, 'Length': 9984, 'Loss': 5.989403834709754, 'top1': 47.47596153846154}
{'_meta': {'type': 'train'}, 'E': 30, 'B': 0, 'Length': 320, 'Loss': 0.00015552005270365045, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 30, 'B': 10, 'Length': 320, 'Loss': 0.00017296369651376153, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 30, 'B': 20, 'Length': 320, 'Loss': 0.00015126782182051102, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 30, 'B': 30, 'Length': 320, 'Loss': 0.00023893330289865845, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 30, 'B': 40, 'Length': 320, 'Loss': 0.0001901029645523522, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 30, 'B': 50, 'Length': 320, 'Loss': 0.0001687910892542277, 'top1': 100.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 30, 'Length': 9984, 'Loss': 0.30501253893360114, 'top1': 89.9238782051282}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 30, 'Length': 9984, 'Loss': 7.239311530039861, 'top1': 50.681089743589745}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 30, 'Length': 9984, 'Loss': 6.021065314610799, 'top1': 47.47596153846154}
