configs/sweep/experiment_summary_davis.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
0.193635880947113,0.4078962802886963,0.8581838607788086,0.3916666805744171,0.5371428728103638,0.3081967234611511,0.3081967234611511,0.9788622260093688,"/gpfs/work/pha/daiyunhuang/WavyWaffle/logs/train/multiruns/2023-10-16_14-53-13-645337_[benchmark,ddta,gdta]/experiment=davis;preset=deep_dta;sweep=slurm_test;tags=[benchmark,ddta,gdta]/checkpoints/epoch_008.ckpt",COMPLETED,deep_dta,davis,slurm_test,"[benchmark,ddta,gdta]",,,
0.2221491634845733,0.3560383319854736,0.78690105676651,0.2659846544265747,0.604651153087616,0.1704917997121811,0.1704917997121811,0.9911273717880248,"/gpfs/work/pha/daiyunhuang/WavyWaffle/logs/train/multiruns/2023-10-16_14-53-13-645337_[benchmark,ddta,gdta]/experiment=davis;preset=graph_dta;sweep=slurm_test;tags=[benchmark,ddta,gdta]/checkpoints/epoch_054.ckpt",COMPLETED,graph_dta,davis,slurm_test,"[benchmark,ddta,gdta]",,,
0.1881016194820404,0.5213174819946289,0.8876519203186035,0.5207100510597229,0.6534653306007385,0.4327868819236755,0.4327868819236755,0.9817327857017516,"/gpfs/work/pha/daiyunhuang/WavyWaffle/logs/train/multiruns/2023-10-16_18-08-40-028557_[sweep,benchmark]/experiment=davis;preset=hyper_attention_dti;sweep=slurm_test/checkpoints/epoch_017.ckpt",COMPLETED,hyper_attention_dti,davis,slurm_test,,,,
0.3915603458881378,0.3016493022441864,0.7910888195037842,0.085626907646656,0.6363636255264282,0.0459016375243663,0.0459016375243663,0.9979122877120972,"/gpfs/work/pha/daiyunhuang/WavyWaffle/logs/train/multiruns/2023-10-20_18-50-02-680654_[mol_trans,benchmark]/experiment=davis;preset=mol_trans;sweep=slurm_test/checkpoints/epoch_000.ckpt",COMPLETED,mol_trans,davis,slurm_test,,,,
0.2160931378602981,0.3230183720588684,0.796424388885498,0.3271028101444244,0.5691056847572327,0.2295081913471222,0.2295081913471222,0.9861690998077391,"/gpfs/work/pha/daiyunhuang/WavyWaffle/logs/train/multiruns/2023-10-20_20-20-11-193061_[tcpi2,kiba,davis]/experiment=davis;model.optimizer.lr=1e-06;preset=transformer_cpi_2;sweep=slurm_test;tags=[tcpi2,kiba,davis]/checkpoints/epoch_023.ckpt",COMPLETED,transformer_cpi_2,davis,slurm_test,"[tcpi2,kiba,davis]",1e-06,,
0.1689525544643402,0.5410239696502686,0.9028607606887816,0.4678111672401428,0.6770186424255371,0.3573770523071289,0.3573770523071289,0.986430048942566,"/gpfs/work/pha/daiyunhuang/WavyWaffle/logs/train/multiruns/2023-10-20_21-25-54-050914_[deep_conv_dti,benchmark]/experiment=davis;local=gpu3090;preset=deep_conv_dti;tags=[deep_conv_dti,benchmark]/checkpoints/epoch_012.ckpt",COMPLETED,deep_conv_dti,davis,,"[deep_conv_dti,benchmark]",,gpu3090,
0.202189102768898,0.3614169955253601,0.8401678204536438,0.330232560634613,0.5680000185966492,0.2327868789434433,0.2327868789434433,0.9859081506729126,"/gpfs/work/pha/daiyunhuang/WavyWaffle/logs/train/multiruns/2023-10-23_23-27-18-387556_[m_graph_dta,benchmark]/experiment=davis;local=gpu3090;preset=m_graph_dta;tags=[m_graph_dta,benchmark]/checkpoints/epoch_094.ckpt",COMPLETED,m_graph_dta,davis,,"[m_graph_dta,benchmark]",,gpu3090,