src/grl/hyperparam_sweep.csv

dataset,seeds,variant,hidden,epochs,lr,wd,dropout,self_loop_scale,use_a2,lrmc_inv_weight,lrmc_gamma,seed,val_accuracy,test_accuracy
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.4,0.0,False,0.01,0.7,42,0.774,0.79
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.4,0.0,False,0.01,0.8,42,0.774,0.79
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.4,0.0,False,0.01,0.9,42,0.774,0.79
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.4,0.0,False,0.01,1.0,42,0.774,0.79
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.4,0.0,False,0.05,0.7,42,0.774,0.79
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.4,0.0,False,0.05,0.8,42,0.774,0.79
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.4,0.0,False,0.05,0.9,42,0.774,0.79
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.4,0.0,False,0.05,1.0,42,0.774,0.79
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.4,0.0,False,0.1,0.7,42,0.774,0.79
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.4,0.0,False,0.1,0.8,42,0.774,0.79
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.4,0.0,False,0.1,0.9,42,0.774,0.79
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.4,0.0,False,0.1,1.0,42,0.774,0.79
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.4,0.0,True,0.01,0.7,42,0.774,0.79
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.4,0.0,True,0.01,0.8,42,0.774,0.79
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.4,0.0,True,0.01,0.9,42,0.774,0.79
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.4,0.0,True,0.01,1.0,42,0.774,0.79
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.4,0.0,True,0.05,0.7,42,0.774,0.79
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.4,0.0,True,0.05,0.8,42,0.774,0.79
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.4,0.0,True,0.05,0.9,42,0.774,0.79
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.4,0.0,True,0.05,1.0,42,0.774,0.79
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.4,0.0,True,0.1,0.7,42,0.774,0.79
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.4,0.0,True,0.1,0.8,42,0.774,0.79
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.4,0.0,True,0.1,0.9,42,0.774,0.79
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.4,0.0,True,0.1,1.0,42,0.774,0.79
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.4,0.3,False,0.01,0.7,42,0.774,0.79
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.4,0.3,False,0.01,0.8,42,0.774,0.79
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.4,0.3,False,0.01,0.9,42,0.774,0.79
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.4,0.3,False,0.01,1.0,42,0.774,0.79
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.4,0.3,False,0.05,0.7,42,0.774,0.79
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.4,0.3,False,0.05,0.8,42,0.774,0.79
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.4,0.3,False,0.05,0.9,42,0.774,0.79
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.4,0.3,False,0.05,1.0,42,0.774,0.79
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.4,0.3,False,0.1,0.7,42,0.774,0.79
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.4,0.3,False,0.1,0.8,42,0.774,0.79
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.4,0.3,False,0.1,0.9,42,0.774,0.79
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.4,0.3,False,0.1,1.0,42,0.774,0.79
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.4,0.3,True,0.01,0.7,42,0.774,0.79
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.4,0.3,True,0.01,0.8,42,0.774,0.79
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.4,0.3,True,0.01,0.9,42,0.774,0.79
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.4,0.3,True,0.01,1.0,42,0.774,0.79
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.4,0.3,True,0.05,0.7,42,0.774,0.79
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.4,0.3,True,0.05,0.8,42,0.774,0.79
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.4,0.3,True,0.05,0.9,42,0.774,0.79
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.4,0.3,True,0.05,1.0,42,0.774,0.79
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.4,0.3,True,0.1,0.7,42,0.774,0.79
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.4,0.3,True,0.1,0.8,42,0.774,0.79
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.4,0.3,True,0.1,0.9,42,0.774,0.79
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.4,0.3,True,0.1,1.0,42,0.774,0.79
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.4,0.5,False,0.01,0.7,42,0.774,0.79
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.4,0.5,False,0.01,0.8,42,0.774,0.79
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.4,0.5,False,0.01,0.9,42,0.774,0.79
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.4,0.5,False,0.01,1.0,42,0.774,0.79
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.4,0.5,False,0.05,0.7,42,0.774,0.79
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.4,0.5,False,0.05,0.8,42,0.774,0.79
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.4,0.5,False,0.05,0.9,42,0.774,0.79
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.4,0.5,False,0.05,1.0,42,0.774,0.79
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.4,0.5,False,0.1,0.7,42,0.774,0.79
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.4,0.5,False,0.1,0.8,42,0.774,0.79
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.4,0.5,False,0.1,0.9,42,0.774,0.79
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.4,0.5,False,0.1,1.0,42,0.774,0.79
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.4,0.5,True,0.01,0.7,42,0.774,0.79
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.4,0.5,True,0.01,0.8,42,0.774,0.79
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.4,0.5,True,0.01,0.9,42,0.774,0.79
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.4,0.5,True,0.01,1.0,42,0.774,0.79
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.4,0.5,True,0.05,0.7,42,0.774,0.79
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.4,0.5,True,0.05,0.8,42,0.774,0.79
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.4,0.5,True,0.05,0.9,42,0.774,0.79
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.4,0.5,True,0.05,1.0,42,0.774,0.79
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.4,0.5,True,0.1,0.7,42,0.774,0.79
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.4,0.5,True,0.1,0.8,42,0.774,0.79
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.4,0.5,True,0.1,0.9,42,0.774,0.79
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.4,0.5,True,0.1,1.0,42,0.774,0.79
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.5,0.0,False,0.01,0.7,42,0.768,0.794
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.5,0.0,False,0.01,0.8,42,0.768,0.794
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.5,0.0,False,0.01,0.9,42,0.768,0.794
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.5,0.0,False,0.01,1.0,42,0.768,0.794
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.5,0.0,False,0.05,0.7,42,0.768,0.794
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.5,0.0,False,0.05,0.8,42,0.768,0.794
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.5,0.0,False,0.05,0.9,42,0.768,0.794
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.5,0.0,False,0.05,1.0,42,0.768,0.794
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.5,0.0,False,0.1,0.7,42,0.768,0.794
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.5,0.0,False,0.1,0.8,42,0.768,0.794
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.5,0.0,False,0.1,0.9,42,0.768,0.794
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.5,0.0,False,0.1,1.0,42,0.768,0.794
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.5,0.0,True,0.01,0.7,42,0.768,0.794
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.5,0.0,True,0.01,0.8,42,0.768,0.794
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.5,0.0,True,0.01,0.9,42,0.768,0.794
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.5,0.0,True,0.01,1.0,42,0.768,0.794
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.5,0.0,True,0.05,0.7,42,0.768,0.794
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.5,0.0,True,0.05,0.8,42,0.768,0.794
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.5,0.0,True,0.05,0.9,42,0.768,0.794
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.5,0.0,True,0.05,1.0,42,0.768,0.794
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.5,0.0,True,0.1,0.7,42,0.768,0.794
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.5,0.0,True,0.1,0.8,42,0.768,0.794
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.5,0.0,True,0.1,0.9,42,0.768,0.794
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.5,0.0,True,0.1,1.0,42,0.768,0.794
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.5,0.3,False,0.01,0.7,42,0.768,0.794
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.5,0.3,False,0.01,0.8,42,0.768,0.794
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.5,0.3,False,0.01,0.9,42,0.768,0.794
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.5,0.3,False,0.01,1.0,42,0.768,0.794
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.5,0.3,False,0.05,0.7,42,0.768,0.794
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.5,0.3,False,0.05,0.8,42,0.768,0.794
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.5,0.3,False,0.05,0.9,42,0.768,0.794
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.5,0.3,False,0.05,1.0,42,0.768,0.794
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.5,0.3,False,0.1,0.7,42,0.768,0.794
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.5,0.3,False,0.1,0.8,42,0.768,0.794
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.5,0.3,False,0.1,0.9,42,0.768,0.794
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.5,0.3,False,0.1,1.0,42,0.768,0.794
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.5,0.3,True,0.01,0.7,42,0.768,0.794
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.5,0.3,True,0.01,0.8,42,0.768,0.794
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.5,0.3,True,0.01,0.9,42,0.768,0.794
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.5,0.3,True,0.01,1.0,42,0.768,0.794
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.5,0.3,True,0.05,0.7,42,0.768,0.794
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.5,0.3,True,0.05,0.8,42,0.768,0.794
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.5,0.3,True,0.05,0.9,42,0.768,0.794
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.5,0.3,True,0.05,1.0,42,0.768,0.794
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.5,0.3,True,0.1,0.7,42,0.768,0.794
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.5,0.3,True,0.1,0.8,42,0.768,0.794
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.5,0.3,True,0.1,0.9,42,0.768,0.794
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.5,0.3,True,0.1,1.0,42,0.768,0.794
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.5,0.5,False,0.01,0.7,42,0.768,0.794
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.5,0.5,False,0.01,0.8,42,0.768,0.794
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.5,0.5,False,0.01,0.9,42,0.768,0.794
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.5,0.5,False,0.01,1.0,42,0.768,0.794
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.5,0.5,False,0.05,0.7,42,0.768,0.794
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.5,0.5,False,0.05,0.8,42,0.768,0.794
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.5,0.5,False,0.05,0.9,42,0.768,0.794
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.5,0.5,False,0.05,1.0,42,0.768,0.794
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.5,0.5,False,0.1,0.7,42,0.768,0.794
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.5,0.5,False,0.1,0.8,42,0.768,0.794
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.5,0.5,False,0.1,0.9,42,0.768,0.794
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.5,0.5,False,0.1,1.0,42,0.768,0.794
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.5,0.5,True,0.01,0.7,42,0.768,0.794
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.5,0.5,True,0.01,0.8,42,0.768,0.794
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.5,0.5,True,0.01,0.9,42,0.768,0.794
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.5,0.5,True,0.01,1.0,42,0.768,0.794
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.5,0.5,True,0.05,0.7,42,0.768,0.794
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.5,0.5,True,0.05,0.8,42,0.768,0.794
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.5,0.5,True,0.05,0.9,42,0.768,0.794
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.5,0.5,True,0.05,1.0,42,0.768,0.794
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.5,0.5,True,0.1,0.7,42,0.768,0.794
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.5,0.5,True,0.1,0.8,42,0.768,0.794
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.5,0.5,True,0.1,0.9,42,0.768,0.794
Cora,seeds_5e4.json,baseline,16,200,0.001,0.0005,0.5,0.5,True,0.1,1.0,42,0.768,0.794
Cora,seeds_5e4.json,baseline,16,200,0.01,0.0005,0.4,0.0,False,0.01,0.7,42,0.784,0.806
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