configs/sweep/experiment_summary_kiba.csv

test/loss,test/auprc,test/auroc,test/f1_score,test/precision,test/recall,test/sensitivity,test/specificity,ckpt_path,job_status,preset,experiment,sweep,tags,model.optimizer.lr,local,data.batch_size
0.1525115370750427,0.735183835029602,0.9363504648208618,0.661261260509491,0.7816826701164246,0.5729898810386658,0.5729898810386658,0.984080135822296,"/gpfs/work/pha/daiyunhuang/WavyWaffle/logs/train/multiruns/2023-10-16_14-53-13-645337_[benchmark,ddta,gdta]/experiment=kiba;preset=deep_dta;sweep=slurm_test;tags=[benchmark,ddta,gdta]/checkpoints/epoch_041.ckpt",COMPLETED,deep_dta,kiba,slurm_test,"[benchmark,ddta,gdta]",,,
0.2281630784273147,0.4483628869056701,0.8383051156997681,0.2730720639228821,0.7176079750061035,0.1686182618141174,0.1686182618141174,0.9933990836143494,"/gpfs/work/pha/daiyunhuang/WavyWaffle/logs/train/multiruns/2023-10-16_14-53-13-645337_[benchmark,ddta,gdta]/experiment=kiba;preset=graph_dta;sweep=slurm_test;tags=[benchmark,ddta,gdta]/checkpoints/epoch_065.ckpt",COMPLETED,graph_dta,kiba,slurm_test,"[benchmark,ddta,gdta]",,,
0.144176036119461,0.7704265117645264,0.9501243829727172,0.6897732019424438,0.7632575631141663,0.6291959285736084,0.6291959285736084,0.980585515499115,"/gpfs/work/pha/daiyunhuang/WavyWaffle/logs/train/multiruns/2023-10-16_18-08-40-028557_[sweep,benchmark]/experiment=kiba;preset=hyper_attention_dti;sweep=slurm_test/checkpoints/epoch_014.ckpt",COMPLETED,hyper_attention_dti,kiba,slurm_test,,,,
0.1662539541721344,0.7397991418838501,0.9369943141937256,0.6784178614616394,0.7550238966941833,0.6159250736236572,0.6159250736236572,0.9801195859909058,"/gpfs/work/pha/daiyunhuang/WavyWaffle/logs/train/multiruns/2023-10-20_18-50-02-680654_[mol_trans,benchmark]/experiment=kiba;preset=mol_trans;sweep=slurm_test/checkpoints/epoch_008.ckpt",COMPLETED,mol_trans,kiba,slurm_test,,,,
0.2221459150314331,0.5159928798675537,0.8539965152740479,0.4716618657112121,0.612983763217926,0.3832943141460418,0.3832943141460418,0.9759260416030884,"/gpfs/work/pha/daiyunhuang/WavyWaffle/logs/train/multiruns/2023-10-20_20-20-11-193061_[tcpi2,kiba,davis]/experiment=kiba;model.optimizer.lr=1e-06;preset=transformer_cpi_2;sweep=slurm_test;tags=[tcpi2,kiba,davis]/checkpoints/epoch_077.ckpt",COMPLETED,transformer_cpi_2,kiba,slurm_test,"[tcpi2,kiba,davis]",1e-06,,
0.1273866593837738,0.8186066746711731,0.95548677444458,0.7409326434135437,0.8289855122566223,0.6697892546653748,0.6697892546653748,0.9862545728683472,"/gpfs/work/pha/daiyunhuang/WavyWaffle/logs/train/multiruns/2023-10-20_21-25-54-050914_[deep_conv_dti,benchmark]/experiment=kiba;local=gpu3090;preset=deep_conv_dti;tags=[deep_conv_dti,benchmark]/checkpoints/epoch_026.ckpt",COMPLETED,deep_conv_dti,kiba,,"[deep_conv_dti,benchmark]",,gpu3090,
0.1921116858720779,0.6082723736763,0.8893994092941284,0.4803767800331116,0.7285714149475098,0.3583138287067413,0.3583138287067413,0.9867205023765564,"/gpfs/work/pha/daiyunhuang/WavyWaffle/logs/train/multiruns/2023-10-23_23-27-18-387556_[m_graph_dta,benchmark]/experiment=kiba;local=gpu3090;preset=m_graph_dta;tags=[m_graph_dta,benchmark]/checkpoints/epoch_246.ckpt",COMPLETED,m_graph_dta,kiba,,"[m_graph_dta,benchmark]",,gpu3090,