
=== Start adding workers ===
=> Add worker SGDMWorker(index=0, momentum=0.0)
=> Add worker SGDMWorker(index=1, momentum=0.0)
=> Add worker SGDMWorker(index=2, momentum=0.0)
=> Add worker SGDMWorker(index=3, momentum=0.0)
=> Add worker SGDMWorker(index=4, momentum=0.0)
=> Add worker SGDMWorker(index=5, momentum=0.0)
=> Add worker SGDMWorker(index=6, momentum=0.0)
=> Add worker SGDMWorker(index=7, momentum=0.0)
=> Add worker SGDMWorker(index=8, momentum=0.0)
=> Add worker SGDMWorker(index=9, momentum=0.0)
=> Add worker SGDMWorker(index=10, momentum=0.0)
=> Add worker ByzantineWorker(index=11)
=> Add worker ByzantineWorker(index=12)
=> Add worker ByzantineWorker(index=13)

=== Start adding graph ===
TwoCliquesWithByzantine(m=5,b=3)

Train epoch 1
[E 1B0  |    448/60000 (  1%) ] Loss: 2.3094 top1=  7.9545

=== Peeking data label distribution E1B0 ===
Worker 0 has targets: tensor([0, 0, 0, 0, 0], device='cuda:0')
Worker 1 has targets: tensor([1, 1, 0, 1, 1], device='cuda:0')
Worker 2 has targets: tensor([1, 1, 1, 1, 1], device='cuda:0')
Worker 3 has targets: tensor([2, 2, 2, 2, 2], device='cuda:0')
Worker 4 has targets: tensor([3, 3, 2, 3, 3], device='cuda:0')
Worker 5 has targets: tensor([3, 3, 3, 3, 3], device='cuda:0')
Worker 6 has targets: tensor([4, 4, 4, 4, 4], device='cuda:0')
Worker 7 has targets: tensor([5, 5, 5, 5, 5], device='cuda:0')
Worker 8 has targets: tensor([6, 6, 5, 6, 6], device='cuda:0')
Worker 9 has targets: tensor([6, 6, 6, 6, 6], device='cuda:0')
Worker 10 has targets: tensor([7, 7, 7, 7, 7], device='cuda:0')
Worker 11 has targets: tensor([8, 8, 8, 8, 8], device='cuda:0')
Worker 12 has targets: tensor([9, 9, 8, 9, 9], device='cuda:0')
Worker 13 has targets: tensor([9, 9, 9, 9, 9], device='cuda:0')



=== Log global consensus distance @ E1B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E1B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E 1B10 |   4928/60000 (  8%) ] Loss: 1.4954 top1= 80.9659

=== Log global consensus distance @ E1B10 ===
consensus_distance=1.324



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=0.029


[E 1B20 |   9408/60000 ( 16%) ] Loss: 0.9394 top1= 79.5455

=== Log global consensus distance @ E1B20 ===
consensus_distance=4413.167



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.036
clique2_consensus_distance=0.090



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4185 top1= 21.5345


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4099 top1= 20.1923

Train epoch 2
[E 2B0  |    448/60000 (  1%) ] Loss: 0.6714 top1= 79.5455

=== Log global consensus distance @ E2B0 ===
consensus_distance=14679742.000



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.058
clique2_consensus_distance=0.147


[E 2B10 |   4928/60000 (  8%) ] Loss: 0.4324 top1= 92.8977

=== Log global consensus distance @ E2B10 ===
consensus_distance=48814223360.000



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.073
clique2_consensus_distance=0.194


[E 2B20 |   9408/60000 ( 16%) ] Loss: 0.3798 top1= 93.7500

=== Log global consensus distance @ E2B20 ===
consensus_distance=162319917121536.000



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.086
clique2_consensus_distance=0.235



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6295 top1= 21.3942


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6620 top1= 24.7196

Train epoch 3
[E 3B0  |    448/60000 (  1%) ] Loss: 0.3062 top1= 94.6023

=== Log global consensus distance @ E3B0 ===
consensus_distance=539755308956778496.000



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.096
clique2_consensus_distance=0.267


[E 3B10 |   4928/60000 (  8%) ] Loss: 0.2488 top1= 96.5909

=== Log global consensus distance @ E3B10 ===
consensus_distance=2462037706910203904.000



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.105
clique2_consensus_distance=0.294


[E 3B20 |   9408/60000 ( 16%) ] Loss: 0.2606 top1= 95.7386

=== Log global consensus distance @ E3B20 ===
consensus_distance=11230324904685469696.000



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.111
clique2_consensus_distance=0.320



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7426 top1= 22.4960


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7582 top1= 23.1671

Train epoch 4
[E 4B0  |    448/60000 (  1%) ] Loss: 0.2141 top1= 96.0227

=== Log global consensus distance @ E4B0 ===
consensus_distance=5691771474763841536.000



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.118
clique2_consensus_distance=0.344


[E 4B10 |   4928/60000 (  8%) ] Loss: 0.1777 top1= 96.8750

=== Log global consensus distance @ E4B10 ===
consensus_distance=2884713341249388544.000



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.125
clique2_consensus_distance=0.365


[E 4B20 |   9408/60000 ( 16%) ] Loss: 0.2045 top1= 95.7386

=== Log global consensus distance @ E4B20 ===
consensus_distance=1462035179982815232.000



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.128
clique2_consensus_distance=0.387



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7997 top1= 26.9932


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8293 top1= 21.8950

Train epoch 5
[E 5B0  |    448/60000 (  1%) ] Loss: 0.1662 top1= 96.3068

=== Log global consensus distance @ E5B0 ===
consensus_distance=6668919552996278272.000



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.133
clique2_consensus_distance=0.407


[E 5B10 |   4928/60000 (  8%) ] Loss: 0.1366 top1= 96.8750

=== Log global consensus distance @ E5B10 ===
consensus_distance=3379952894731091968.000



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.137
clique2_consensus_distance=0.425


[E 5B20 |   9408/60000 ( 16%) ] Loss: 0.1705 top1= 96.0227

=== Log global consensus distance @ E5B20 ===
consensus_distance=1713033206200008704.000



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.141
clique2_consensus_distance=0.443



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8797 top1= 27.5140


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0996 top1= 17.0573

Train epoch 6
[E 6B0  |    448/60000 (  1%) ] Loss: 0.1343 top1= 96.5909

=== Log global consensus distance @ E6B0 ===
consensus_distance=7813820670034313216.000



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.145
clique2_consensus_distance=0.462


[E 6B10 |   4928/60000 (  8%) ] Loss: 0.1156 top1= 97.1591

=== Log global consensus distance @ E6B10 ===
consensus_distance=3960214383853830144.000



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.149
clique2_consensus_distance=0.478


[E 6B20 |   9408/60000 ( 16%) ] Loss: 0.1485 top1= 96.0227

=== Log global consensus distance @ E6B20 ===
consensus_distance=2007122330060324864.000



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.153
clique2_consensus_distance=0.493



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.9565 top1= 27.0433


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2141 top1= 16.5465

Train epoch 7
[E 7B0  |    448/60000 (  1%) ] Loss: 0.1088 top1= 97.1591

=== Log global consensus distance @ E7B0 ===
consensus_distance=9155275433455910912.000



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.156
clique2_consensus_distance=0.509


[E 7B10 |   4928/60000 (  8%) ] Loss: 0.0937 top1= 97.4432

=== Log global consensus distance @ E7B10 ===
consensus_distance=4640092451086794752.000



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.158
clique2_consensus_distance=0.522


[E 7B20 |   9408/60000 ( 16%) ] Loss: 0.1293 top1= 95.4545

=== Log global consensus distance @ E7B20 ===
consensus_distance=2351699790917533696.000



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.160
clique2_consensus_distance=0.537



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.9678 top1= 31.0998


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0990 top1= 19.2408

Train epoch 8
[E 8B0  |    448/60000 (  1%) ] Loss: 0.0888 top1= 97.7273

=== Log global consensus distance @ E8B0 ===
consensus_distance=10727030054140772352.000



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.163
clique2_consensus_distance=0.552


[E 8B10 |   4928/60000 (  8%) ] Loss: 0.0800 top1= 98.2955

=== Log global consensus distance @ E8B10 ===
consensus_distance=5436690824433762304.000



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.165
clique2_consensus_distance=0.565


[E 8B20 |   9408/60000 ( 16%) ] Loss: 0.1135 top1= 95.7386

=== Log global consensus distance @ E8B20 ===
consensus_distance=2755433038933393408.000



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.168
clique2_consensus_distance=0.578



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.0225 top1= 31.2300


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2436 top1= 17.6783

Train epoch 9
[E 9B0  |    448/60000 (  1%) ] Loss: 0.0732 top1= 98.5795

=== Log global consensus distance @ E9B0 ===
consensus_distance=12568615273642328064.000



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.171
clique2_consensus_distance=0.592


[E 9B10 |   4928/60000 (  8%) ] Loss: 0.0704 top1= 98.5795

=== Log global consensus distance @ E9B10 ===
consensus_distance=6370047003799322624.000



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.172
clique2_consensus_distance=0.604


[E 9B20 |   9408/60000 ( 16%) ] Loss: 0.0994 top1= 96.8750

=== Log global consensus distance @ E9B20 ===
consensus_distance=3228477575818903552.000



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.173
clique2_consensus_distance=0.617



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.0521 top1= 33.0729


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2289 top1= 19.5312

Train epoch 10
[E10B0  |    448/60000 (  1%) ] Loss: 0.0656 top1= 98.8636

=== Log global consensus distance @ E10B0 ===
consensus_distance=1636262418130665472.000



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.175
clique2_consensus_distance=0.630


[E10B10 |   4928/60000 (  8%) ] Loss: 0.0590 top1= 98.8636

=== Log global consensus distance @ E10B10 ===
consensus_distance=7463637761459748864.000



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.177
clique2_consensus_distance=0.642


[E10B20 |   9408/60000 ( 16%) ] Loss: 0.0868 top1= 97.7273

=== Log global consensus distance @ E10B20 ===
consensus_distance=3782733415921483776.000



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.180
clique2_consensus_distance=0.654



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.1035 top1= 32.8926


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3171 top1= 18.8401

Train epoch 11
[E11B0  |    448/60000 (  1%) ] Loss: 0.0578 top1= 99.1477

=== Log global consensus distance @ E11B0 ===
consensus_distance=1917171283791970304.000



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.182
clique2_consensus_distance=0.665


[E11B10 |   4928/60000 (  8%) ] Loss: 0.0564 top1= 98.5795

=== Log global consensus distance @ E11B10 ===
consensus_distance=8744976726632693760.000



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.184
clique2_consensus_distance=0.675


[E11B20 |   9408/60000 ( 16%) ] Loss: 0.0853 top1= 97.7273

=== Log global consensus distance @ E11B20 ===
consensus_distance=4432144015948775424.000



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.186
clique2_consensus_distance=0.686



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.1369 top1= 33.3233


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3885 top1= 18.8802

Train epoch 12
[E12B0  |    448/60000 (  1%) ] Loss: 0.0513 top1= 99.1477

=== Log global consensus distance @ E12B0 ===
consensus_distance=2246306516153925632.000



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.188
clique2_consensus_distance=0.697


[E12B10 |   4928/60000 (  8%) ] Loss: 0.0481 top1= 99.1477

=== Log global consensus distance @ E12B10 ===
consensus_distance=10246289485616644096.000



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.188
clique2_consensus_distance=0.707


[E12B20 |   9408/60000 ( 16%) ] Loss: 0.0754 top1= 98.5795

=== Log global consensus distance @ E12B20 ===
consensus_distance=5193041796497670144.000



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.190
clique2_consensus_distance=0.717



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.1743 top1= 33.7240


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4813 top1= 18.2893

Train epoch 13
[E13B0  |    448/60000 (  1%) ] Loss: 0.0467 top1= 99.4318

=== Log global consensus distance @ E13B0 ===
consensus_distance=2631945788506243072.000



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.191
clique2_consensus_distance=0.727


[E13B10 |   4928/60000 (  8%) ] Loss: 0.0437 top1= 99.7159

=== Log global consensus distance @ E13B10 ===
consensus_distance=12005344262825705472.000



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.193
clique2_consensus_distance=0.736


[E13B20 |   9408/60000 ( 16%) ] Loss: 0.0690 top1= 98.0114

=== Log global consensus distance @ E13B20 ===
consensus_distance=6084568705251934208.000



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.193
clique2_consensus_distance=0.746



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.2195 top1= 33.9042


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4344 top1= 19.3209

Train epoch 14
[E14B0  |    448/60000 (  1%) ] Loss: 0.0435 top1= 99.1477

=== Log global consensus distance @ E14B0 ===
consensus_distance=3083791466330324992.000



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.194
clique2_consensus_distance=0.755


[E14B10 |   4928/60000 (  8%) ] Loss: 0.0417 top1= 99.1477

=== Log global consensus distance @ E14B10 ===
consensus_distance=1562932001944633344.000



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.196
clique2_consensus_distance=0.764


[E14B20 |   9408/60000 ( 16%) ] Loss: 0.0673 top1= 98.2955

=== Log global consensus distance @ E14B20 ===
consensus_distance=7129150381371686912.000



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.197
clique2_consensus_distance=0.775



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.2727 top1= 33.2031


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4795 top1= 19.5513

Train epoch 15
[E15B0  |    448/60000 (  1%) ] Loss: 0.0394 top1= 99.4318

=== Log global consensus distance @ E15B0 ===
consensus_distance=3613207689494003712.000



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.199
clique2_consensus_distance=0.785


[E15B10 |   4928/60000 (  8%) ] Loss: 0.0374 top1= 99.7159

=== Log global consensus distance @ E15B10 ===
consensus_distance=1831252009223716864.000



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.201
clique2_consensus_distance=0.793


[E15B20 |   9408/60000 ( 16%) ] Loss: 0.0639 top1= 98.5795

=== Log global consensus distance @ E15B20 ===
consensus_distance=8353062953737519104.000



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.202
clique2_consensus_distance=0.801



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.3111 top1= 33.3534


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.6260 top1= 18.6799

Train epoch 16
[E16B0  |    448/60000 (  1%) ] Loss: 0.0353 top1= 99.7159

=== Log global consensus distance @ E16B0 ===
consensus_distance=4233512842344529920.000



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.204
clique2_consensus_distance=0.811


[E16B10 |   4928/60000 (  8%) ] Loss: 0.0369 top1= 99.7159

=== Log global consensus distance @ E16B10 ===
consensus_distance=2145636193587429376.000



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.205
clique2_consensus_distance=0.817


[E16B20 |   9408/60000 ( 16%) ] Loss: 0.0607 top1= 98.2955

=== Log global consensus distance @ E16B20 ===
consensus_distance=9787094946950414336.000



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.206
clique2_consensus_distance=0.825



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.3604 top1= 32.4619


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.6078 top1= 19.0405

Train epoch 17
[E17B0  |    448/60000 (  1%) ] Loss: 0.0332 top1= 99.7159

=== Log global consensus distance @ E17B0 ===
consensus_distance=4960311468781207552.000



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.207
clique2_consensus_distance=0.834


[E17B10 |   4928/60000 (  8%) ] Loss: 0.0332 top1=100.0000

=== Log global consensus distance @ E17B10 ===
consensus_distance=2513993204735410176.000



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.209
clique2_consensus_distance=0.840


[E17B20 |   9408/60000 ( 16%) ] Loss: 0.0576 top1= 98.5795

=== Log global consensus distance @ E17B20 ===
consensus_distance=11467316939471192064.000



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.210
clique2_consensus_distance=0.849



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.4174 top1= 31.3001


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.5953 top1= 19.6014

Train epoch 18
[E18B0  |    448/60000 (  1%) ] Loss: 0.0317 top1= 99.7159

=== Log global consensus distance @ E18B0 ===
consensus_distance=5811884324005347328.000



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.211
clique2_consensus_distance=0.857


[E18B10 |   4928/60000 (  8%) ] Loss: 0.0306 top1=100.0000

=== Log global consensus distance @ E18B10 ===
consensus_distance=2945588627154927616.000



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.211
clique2_consensus_distance=0.863


[E18B20 |   9408/60000 ( 16%) ] Loss: 0.0527 top1= 98.8636

=== Log global consensus distance @ E18B20 ===
consensus_distance=13435992509004120064.000



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.212
clique2_consensus_distance=0.870



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.4739 top1= 30.1583


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.6530 top1= 19.4812

Train epoch 19
[E19B0  |    448/60000 (  1%) ] Loss: 0.0297 top1=100.0000

=== Log global consensus distance @ E19B0 ===
consensus_distance=6809652093549281280.000



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.214
clique2_consensus_distance=0.879


[E19B10 |   4928/60000 (  8%) ] Loss: 0.0298 top1=100.0000

=== Log global consensus distance @ E19B10 ===
consensus_distance=3451279038658641920.000



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.215
clique2_consensus_distance=0.886


[E19B20 |   9408/60000 ( 16%) ] Loss: 0.0522 top1= 98.5795

=== Log global consensus distance @ E19B20 ===
consensus_distance=1749182949498028032.000



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.217
clique2_consensus_distance=0.893



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.5130 top1= 30.5689


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.7077 top1= 19.3309

Train epoch 20
[E20B0  |    448/60000 (  1%) ] Loss: 0.0288 top1=100.0000

=== Log global consensus distance @ E20B0 ===
consensus_distance=7978715528363507712.000



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.218
clique2_consensus_distance=0.901


[E20B10 |   4928/60000 (  8%) ] Loss: 0.0284 top1=100.0000

=== Log global consensus distance @ E20B10 ===
consensus_distance=4043785239024107520.000



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.219
clique2_consensus_distance=0.907


[E20B20 |   9408/60000 ( 16%) ] Loss: 0.0522 top1= 98.5795

=== Log global consensus distance @ E20B20 ===
consensus_distance=2049477991863418880.000



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.221
clique2_consensus_distance=0.914



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.5522 top1= 30.3686


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.7175 top1= 19.9720

Train epoch 21
[E21B0  |    448/60000 (  1%) ] Loss: 0.0253 top1=100.0000

=== Log global consensus distance @ E21B0 ===
consensus_distance=9348478867909640192.000



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.222
clique2_consensus_distance=0.921


[E21B10 |   4928/60000 (  8%) ] Loss: 0.0257 top1=100.0000

=== Log global consensus distance @ E21B10 ===
consensus_distance=4738011108365828096.000



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.222
clique2_consensus_distance=0.927


[E21B20 |   9408/60000 ( 16%) ] Loss: 0.0475 top1= 98.5795

=== Log global consensus distance @ E21B20 ===
consensus_distance=2401326797993017344.000



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.223
clique2_consensus_distance=0.934



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.6142 top1= 28.7660


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.7224 top1= 20.4728

Train epoch 22
[E22B0  |    448/60000 (  1%) ] Loss: 0.0271 top1= 99.7159

=== Log global consensus distance @ E22B0 ===
consensus_distance=10953398607578923008.000



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.225
clique2_consensus_distance=0.941


[E22B10 |   4928/60000 (  8%) ] Loss: 0.0249 top1=100.0000

=== Log global consensus distance @ E22B10 ===
consensus_distance=5551419365234049024.000



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.226
clique2_consensus_distance=0.946


[E22B20 |   9408/60000 ( 16%) ] Loss: 0.0446 top1= 98.8636

=== Log global consensus distance @ E22B20 ===
consensus_distance=2813579886734606336.000



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.227
clique2_consensus_distance=0.951



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.6597 top1= 28.1550


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.6954 top1= 21.3442

Train epoch 23
[E23B0  |    448/60000 (  1%) ] Loss: 0.0263 top1= 99.7159

=== Log global consensus distance @ E23B0 ===
consensus_distance=12833848264587476992.000



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.228
clique2_consensus_distance=0.957


[E23B10 |   4928/60000 (  8%) ] Loss: 0.0244 top1=100.0000

=== Log global consensus distance @ E23B10 ===
consensus_distance=6504473295411216384.000



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.229
clique2_consensus_distance=0.963


[E23B20 |   9408/60000 ( 16%) ] Loss: 0.0441 top1= 99.1477

=== Log global consensus distance @ E23B20 ===
consensus_distance=3296607714322415616.000



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.230
clique2_consensus_distance=0.971



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.7191 top1= 27.0933


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.8038 top1= 20.2724

Train epoch 24
[E24B0  |    448/60000 (  1%) ] Loss: 0.0237 top1=100.0000

=== Log global consensus distance @ E24B0 ===
consensus_distance=1670792031045156864.000



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.231
clique2_consensus_distance=0.977


[E24B10 |   4928/60000 (  8%) ] Loss: 0.0233 top1=100.0000

=== Log global consensus distance @ E24B10 ===
consensus_distance=7621143351894474752.000



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.232
clique2_consensus_distance=0.983


[E24B20 |   9408/60000 ( 16%) ] Loss: 0.0423 top1= 98.5795

=== Log global consensus distance @ E24B20 ===
consensus_distance=3862559609365463040.000



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.233
clique2_consensus_distance=0.989



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.7449 top1= 27.7043


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.8896 top1= 19.5813

Train epoch 25
[E25B0  |    448/60000 (  1%) ] Loss: 0.0219 top1=100.0000

=== Log global consensus distance @ E25B0 ===
consensus_distance=1957628913647616000.000



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.235
clique2_consensus_distance=0.995


[E25B10 |   4928/60000 (  8%) ] Loss: 0.0214 top1=100.0000

=== Log global consensus distance @ E25B10 ===
consensus_distance=8929519857750245376.000



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.236
clique2_consensus_distance=1.000


[E25B20 |   9408/60000 ( 16%) ] Loss: 0.0406 top1= 98.8636

=== Log global consensus distance @ E25B20 ===
consensus_distance=4525673147931820032.000



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.236
clique2_consensus_distance=1.006



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.8272 top1= 25.7712


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.8752 top1= 20.1222

Train epoch 26
[E26B0  |    448/60000 (  1%) ] Loss: 0.0211 top1=100.0000

=== Log global consensus distance @ E26B0 ===
consensus_distance=2293709211206418432.000



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.237
clique2_consensus_distance=1.012


[E26B10 |   4928/60000 (  8%) ] Loss: 0.0206 top1=100.0000

=== Log global consensus distance @ E26B10 ===
consensus_distance=10462515044288561152.000



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.238
clique2_consensus_distance=1.016


[E26B20 |   9408/60000 ( 16%) ] Loss: 0.0374 top1= 98.8636

=== Log global consensus distance @ E26B20 ===
consensus_distance=5302628471170662400.000



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.239
clique2_consensus_distance=1.022



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.8561 top1= 25.6711


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.8529 top1= 20.7532

Train epoch 27
[E27B0  |    448/60000 (  1%) ] Loss: 0.0215 top1=100.0000

=== Log global consensus distance @ E27B0 ===
consensus_distance=2687487068627533824.000



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.240
clique2_consensus_distance=1.027


[E27B10 |   4928/60000 (  8%) ] Loss: 0.0201 top1=100.0000

=== Log global consensus distance @ E27B10 ===
consensus_distance=12258689334051340288.000



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.242
clique2_consensus_distance=1.031


[E27B20 |   9408/60000 ( 16%) ] Loss: 0.0372 top1= 98.8636

=== Log global consensus distance @ E27B20 ===
consensus_distance=6212969123387801600.000



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.243
clique2_consensus_distance=1.036



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.8771 top1= 26.0417


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.8822 top1= 21.1038

Train epoch 28
[E28B0  |    448/60000 (  1%) ] Loss: 0.0205 top1=100.0000

=== Log global consensus distance @ E28B0 ===
consensus_distance=3148867436409782272.000



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.244
clique2_consensus_distance=1.043


[E28B10 |   4928/60000 (  8%) ] Loss: 0.0195 top1=100.0000

=== Log global consensus distance @ E28B10 ===
consensus_distance=1595914189681983488.000



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.244
clique2_consensus_distance=1.049


[E28B20 |   9408/60000 ( 16%) ] Loss: 0.0365 top1= 99.1477

=== Log global consensus distance @ E28B20 ===
consensus_distance=7279595457888649216.000



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.246
clique2_consensus_distance=1.055



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.9675 top1= 24.4591


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.9508 top1= 20.2925

Train epoch 29
[E29B0  |    448/60000 (  1%) ] Loss: 0.0193 top1=100.0000

=== Log global consensus distance @ E29B0 ===
consensus_distance=3689456072101199872.000



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.246
clique2_consensus_distance=1.060


[E29B10 |   4928/60000 (  8%) ] Loss: 0.0196 top1=100.0000

=== Log global consensus distance @ E29B10 ===
consensus_distance=1869896269527252992.000



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.247
clique2_consensus_distance=1.065


[E29B20 |   9408/60000 ( 16%) ] Loss: 0.0327 top1= 98.8636

=== Log global consensus distance @ E29B20 ===
consensus_distance=8529336657902567424.000



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.249
clique2_consensus_distance=1.069



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.9930 top1= 24.6294


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.0077 top1= 19.8417

Train epoch 30
[E30B0  |    448/60000 (  1%) ] Loss: 0.0185 top1=100.0000

=== Log global consensus distance @ E30B0 ===
consensus_distance=4322852835025747968.000



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.249
clique2_consensus_distance=1.074


[E30B10 |   4928/60000 (  8%) ] Loss: 0.0174 top1=100.0000

=== Log global consensus distance @ E30B10 ===
consensus_distance=2190914907052965888.000



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.250
clique2_consensus_distance=1.079


[E30B20 |   9408/60000 ( 16%) ] Loss: 0.0338 top1= 99.1477

=== Log global consensus distance @ E30B20 ===
consensus_distance=9993628310623485952.000



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.251
clique2_consensus_distance=1.084



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.0440 top1= 24.1787


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.9389 top1= 21.4042

Train epoch 31
[E31B0  |    448/60000 (  1%) ] Loss: 0.0190 top1=100.0000

=== Log global consensus distance @ E31B0 ===
consensus_distance=5064988274280366080.000



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.253
clique2_consensus_distance=1.088


[E31B10 |   4928/60000 (  8%) ] Loss: 0.0172 top1=100.0000

=== Log global consensus distance @ E31B10 ===
consensus_distance=2567045190531416064.000



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.254
clique2_consensus_distance=1.092


[E31B20 |   9408/60000 ( 16%) ] Loss: 0.0317 top1= 99.1477

=== Log global consensus distance @ E31B20 ===
consensus_distance=11709308453628411904.000



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.255
clique2_consensus_distance=1.095



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.0131 top1= 25.7812


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.0118 top1= 20.7332

Train epoch 32
[E32B0  |    448/60000 (  1%) ] Loss: 0.0184 top1=100.0000

=== Log global consensus distance @ E32B0 ===
consensus_distance=5934530448037249024.000



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.256
clique2_consensus_distance=1.100


[E32B10 |   4928/60000 (  8%) ] Loss: 0.0173 top1=100.0000

=== Log global consensus distance @ E32B10 ===
consensus_distance=3007748967275429888.000



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.257
clique2_consensus_distance=1.106


[E32B20 |   9408/60000 ( 16%) ] Loss: 0.0319 top1= 98.8636

=== Log global consensus distance @ E32B20 ===
consensus_distance=1524392195245735936.000



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.258
clique2_consensus_distance=1.111



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.0861 top1= 24.6995


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.0644 top1= 20.5429

Train epoch 33
[E33B0  |    448/60000 (  1%) ] Loss: 0.0167 top1=100.0000

=== Log global consensus distance @ E33B0 ===
consensus_distance=6953354964764721152.000



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.259
clique2_consensus_distance=1.117


[E33B10 |   4928/60000 (  8%) ] Loss: 0.0156 top1=100.0000

=== Log global consensus distance @ E33B10 ===
consensus_distance=3524110414004617216.000



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.260
clique2_consensus_distance=1.121


[E33B20 |   9408/60000 ( 16%) ] Loss: 0.0288 top1= 99.4318

=== Log global consensus distance @ E33B20 ===
consensus_distance=1786095478987816960.000



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.261
clique2_consensus_distance=1.125



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.0940 top1= 25.2504


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.0794 top1= 20.6130

Train epoch 34
[E34B0  |    448/60000 (  1%) ] Loss: 0.0159 top1=100.0000

=== Log global consensus distance @ E34B0 ===
consensus_distance=8147088141971357696.000



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.262
clique2_consensus_distance=1.129


[E34B10 |   4928/60000 (  8%) ] Loss: 0.0153 top1=100.0000

=== Log global consensus distance @ E34B10 ===
consensus_distance=4129119710845337600.000



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.262
clique2_consensus_distance=1.134


[E34B20 |   9408/60000 ( 16%) ] Loss: 0.0279 top1= 99.1477

=== Log global consensus distance @ E34B20 ===
consensus_distance=2092727144303034368.000



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.263
clique2_consensus_distance=1.139



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.1800 top1= 23.7981


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.1054 top1= 20.6330

Train epoch 35
[E35B0  |    448/60000 (  1%) ] Loss: 0.0154 top1=100.0000

=== Log global consensus distance @ E35B0 ===
consensus_distance=9545757642211721216.000



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.264
clique2_consensus_distance=1.143


[E35B10 |   4928/60000 (  8%) ] Loss: 0.0151 top1=100.0000

=== Log global consensus distance @ E35B10 ===
consensus_distance=4837996297749266432.000



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.265
clique2_consensus_distance=1.147


[E35B20 |   9408/60000 ( 16%) ] Loss: 0.0269 top1= 99.4318

=== Log global consensus distance @ E35B20 ===
consensus_distance=2452001364771864576.000



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.266
clique2_consensus_distance=1.151



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.1780 top1= 24.3389


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.0866 top1= 20.9435

Train epoch 36
[E36B0  |    448/60000 (  1%) ] Loss: 0.0145 top1=100.0000

=== Log global consensus distance @ E36B0 ===
consensus_distance=11184545638551388160.000



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.267
clique2_consensus_distance=1.154


[E36B10 |   4928/60000 (  8%) ] Loss: 0.0165 top1=100.0000

=== Log global consensus distance @ E36B10 ===
consensus_distance=5668570130150326272.000



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.268
clique2_consensus_distance=1.157


[E36B20 |   9408/60000 ( 16%) ] Loss: 0.0274 top1= 99.4318

=== Log global consensus distance @ E36B20 ===
consensus_distance=2872954064390324224.000



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.269
clique2_consensus_distance=1.162



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.2170 top1= 24.1787


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.0672 top1= 21.8550

Train epoch 37
[E37B0  |    448/60000 (  1%) ] Loss: 0.0173 top1=100.0000

=== Log global consensus distance @ E37B0 ===
consensus_distance=1456075552082362368.000



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.270
clique2_consensus_distance=1.167


[E37B10 |   4928/60000 (  8%) ] Loss: 0.0146 top1=100.0000

=== Log global consensus distance @ E37B10 ===
consensus_distance=6641734677755330560.000



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.271
clique2_consensus_distance=1.172


[E37B20 |   9408/60000 ( 16%) ] Loss: 0.0273 top1= 99.4318

=== Log global consensus distance @ E37B20 ===
consensus_distance=3366174639645523968.000



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.271
clique2_consensus_distance=1.177



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.2513 top1= 24.0885


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.0600 top1= 22.3858

Train epoch 38
[E38B0  |    448/60000 (  1%) ] Loss: 0.0155 top1=100.0000

=== Log global consensus distance @ E38B0 ===
consensus_distance=1706050207852003328.000



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.273
clique2_consensus_distance=1.181


[E38B10 |   4928/60000 (  8%) ] Loss: 0.0142 top1=100.0000

=== Log global consensus distance @ E38B10 ===
consensus_distance=7781970017200898048.000



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.274
clique2_consensus_distance=1.184


[E38B20 |   9408/60000 ( 16%) ] Loss: 0.0258 top1= 99.4318

=== Log global consensus distance @ E38B20 ===
consensus_distance=3944070254623195136.000



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.274
clique2_consensus_distance=1.188



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.2937 top1= 23.8882


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.0786 top1= 22.3357

Train epoch 39
[E39B0  |    448/60000 (  1%) ] Loss: 0.0154 top1=100.0000

=== Log global consensus distance @ E39B0 ===
consensus_distance=1998940451721183232.000



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.275
clique2_consensus_distance=1.192


[E39B10 |   4928/60000 (  8%) ] Loss: 0.0134 top1=100.0000

=== Log global consensus distance @ E39B10 ===
consensus_distance=9117956909297565696.000



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.276
clique2_consensus_distance=1.196


[E39B20 |   9408/60000 ( 16%) ] Loss: 0.0238 top1= 99.4318

=== Log global consensus distance @ E39B20 ===
consensus_distance=4621177552554164224.000



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.277
clique2_consensus_distance=1.199



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.3364 top1= 23.4776


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.1291 top1= 21.6146

Train epoch 40
[E40B0  |    448/60000 (  1%) ] Loss: 0.0143 top1=100.0000

=== Log global consensus distance @ E40B0 ===
consensus_distance=2342113149034954752.000



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.278
clique2_consensus_distance=1.203


[E40B10 |   4928/60000 (  8%) ] Loss: 0.0131 top1=100.0000

=== Log global consensus distance @ E40B10 ===
consensus_distance=10683303576215748608.000



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.278
clique2_consensus_distance=1.206


[E40B20 |   9408/60000 ( 16%) ] Loss: 0.0238 top1= 99.4318

=== Log global consensus distance @ E40B20 ===
consensus_distance=5414528518308495360.000



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.279
clique2_consensus_distance=1.209



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.3180 top1= 24.2188


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.1865 top1= 21.2740

