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ResearchFormerly WizWand

Image Classification on CIFAR100 (Training Loss)

0.23Training Losslocal OrMo-DA
0.16880.58190.9951.4081Jan 18, 2026
Updated 8mo ago

Evaluation results

MethodLinks
local OrMo-DASetting=homogeneous, Workers=8, Local Iterations=8, Backbone=SqueezeNet2026.010.23
local OrMo-DASetting=heterogeneous, Workers=8, Local Iterations=8, Backbone=SqueezeNet2026.010.23
OrLoMoSetting=homogeneous, Workers=8, Local Iterations=8, Backbone=SqueezeNet2026.010.24
OrLoMoSetting=heterogeneous, Workers=8, Local Iterations=8, Backbone=SqueezeNet2026.010.24
PRSGDmSetting=homogeneous, Workers=8, Local Iterations=8, Backbone=SqueezeNet2026.010.27
PRSGDmSetting=heterogeneous, Workers=8, Local Iterations=8, Backbone=SqueezeNet2026.010.27
local OrMo-DASetting=heterogeneous, Workers=8, Local Iterations=16, Backbone=SqueezeNet2026.010.31
OrLoMoSetting=homogeneous, Workers=8, Local Iterations=16, Backbone=SqueezeNet2026.010.32
OrLoMoSetting=heterogeneous, Workers=8, Local Iterations=16, Backbone=SqueezeNet2026.010.32
local OrMo-DASetting=homogeneous, Workers=8, Local Iterations=16, Backbone=SqueezeNet2026.010.34
local OrMo-DASetting=heterogeneous, Workers=16, Local Iterations=8, Backbone=SqueezeNet2026.010.36
OrLoMoSetting=heterogeneous, Workers=16, Local Iterations=8, Backbone=SqueezeNet2026.010.36
PRSGDmSetting=homogeneous, Workers=16, Local Iterations=8, Backbone=SqueezeNet2026.010.37
PRSGDmSetting=heterogeneous, Workers=16, Local Iterations=8, Backbone=SqueezeNet2026.010.37
PRSGDmSetting=homogeneous, Workers=8, Local Iterations=16, Backbone=SqueezeNet2026.010.38
OrLoMoSetting=homogeneous, Workers=16, Local Iterations=8, Backbone=SqueezeNet2026.010.38
PRSGDmSetting=heterogeneous, Workers=8, Local Iterations=16, Backbone=SqueezeNet2026.010.38
local OrMo-DASetting=homogeneous, Workers=16, Local Iterations=8, Backbone=SqueezeNet2026.010.4
OrLoMoSetting=homogeneous, Workers=8, Local Iterations=32, Backbone=SqueezeNet2026.010.42
OrLoMoSetting=heterogeneous, Workers=8, Local Iterations=32, Backbone=SqueezeNet2026.010.42
OrLoMoSetting=heterogeneous, Workers=16, Local Iterations=16, Backbone=SqueezeNet2026.010.49
OrLoMoSetting=homogeneous, Workers=16, Local Iterations=16, Backbone=SqueezeNet2026.010.5
AL-SGDSetting=heterogeneous, Workers=8, Local Iterations=8, Backbone=SqueezeNet2026.010.51
AL-SGDSetting=homogeneous, Workers=8, Local Iterations=8, Backbone=SqueezeNet2026.010.52
local OrMo-DASetting=heterogeneous, Workers=8, Local Iterations=32, Backbone=SqueezeNet2026.010.52
PRSGDmSetting=homogeneous, Workers=8, Local Iterations=32, Backbone=SqueezeNet2026.010.53
PRSGDmSetting=heterogeneous, Workers=8, Local Iterations=32, Backbone=SqueezeNet2026.010.53
AL-SGDSetting=homogeneous, Workers=8, Local Iterations=16, Backbone=SqueezeNet2026.010.57
AL-SGDSetting=heterogeneous, Workers=8, Local Iterations=16, Backbone=SqueezeNet2026.010.58
AL-SGDSetting=homogeneous, Workers=8, Local Iterations=32, Backbone=SqueezeNet2026.010.6
PRSGDmSetting=homogeneous, Workers=16, Local Iterations=16, Backbone=SqueezeNet2026.010.6
AL-SGDSetting=heterogeneous, Workers=8, Local Iterations=32, Backbone=SqueezeNet2026.010.6
PRSGDmSetting=heterogeneous, Workers=16, Local Iterations=16, Backbone=SqueezeNet2026.010.6
local OrMo-DASetting=heterogeneous, Workers=16, Local Iterations=16, Backbone=SqueezeNet2026.010.63
local OrMo-DASetting=homogeneous, Workers=8, Local Iterations=32, Backbone=SqueezeNet2026.010.68
local OrMo-DASetting=homogeneous, Workers=16, Local Iterations=16, Backbone=SqueezeNet2026.010.7
OrLoMoSetting=heterogeneous, Workers=16, Local Iterations=32, Backbone=SqueezeNet2026.010.77
OrLoMoSetting=homogeneous, Workers=16, Local Iterations=32, Backbone=SqueezeNet2026.010.79
AL-SGDSetting=homogeneous, Workers=16, Local Iterations=8, Backbone=SqueezeNet2026.010.83
AL-SGDSetting=heterogeneous, Workers=16, Local Iterations=8, Backbone=SqueezeNet2026.010.84
PRSGDmSetting=homogeneous, Workers=16, Local Iterations=32, Backbone=SqueezeNet2026.010.87
PRSGDmSetting=heterogeneous, Workers=16, Local Iterations=32, Backbone=SqueezeNet2026.010.88
AL-SGDSetting=homogeneous, Workers=16, Local Iterations=16, Backbone=SqueezeNet2026.010.89
AL-SGDSetting=heterogeneous, Workers=16, Local Iterations=16, Backbone=SqueezeNet2026.010.89
AL-SGDSetting=heterogeneous, Workers=16, Local Iterations=32, Backbone=SqueezeNet2026.011.04
AL-SGDSetting=homogeneous, Workers=16, Local Iterations=32, Backbone=SqueezeNet2026.011.05
local OrMo-DASetting=heterogeneous, Workers=16, Local Iterations=32, Backbone=SqueezeNet2026.011.46
local OrMo-DASetting=homogeneous, Workers=16, Local Iterations=32, Backbone=SqueezeNet2026.011.76