configs/sweep/experiment_summary_bindingdb.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
0.5104637742042542,0.7619075775146484,0.8163812756538391,0.6808292269706726,0.6954700350761414,0.6667922139167786,0.6667922139167786,0.789406955242157,"/gpfs/work/pha/daiyunhuang/WavyWaffle/logs/train/multiruns/2023-10-16_14-53-13-645337_[benchmark,ddta,gdta]/experiment=bindingdb;preset=deep_dta;sweep=slurm_test;tags=[benchmark,ddta,gdta]/checkpoints/epoch_003.ckpt",COMPLETED,deep_dta,bindingdb,slurm_test,"[benchmark,ddta,gdta]",,,
0.4569543302059173,0.828099250793457,0.8623664379119873,0.7299983501434326,0.7756586670875549,0.6894148588180542,0.6894148588180542,0.8561919927597046,"/gpfs/work/pha/daiyunhuang/WavyWaffle/logs/train/multiruns/2023-10-16_14-53-13-645337_[benchmark,ddta,gdta]/experiment=bindingdb;preset=graph_dta;sweep=slurm_test;tags=[benchmark,ddta,gdta]/checkpoints/epoch_034.ckpt",COMPLETED,graph_dta,bindingdb,slurm_test,"[benchmark,ddta,gdta]",,,
0.3445079922676086,0.915877878665924,0.934882640838623,0.8371888399124146,0.8385065793991089,0.8358752131462097,0.8358752131462097,0.8838841319084167,"/gpfs/work/pha/daiyunhuang/WavyWaffle/logs/train/multiruns/2023-10-16_18-08-40-028557_[sweep,benchmark]/experiment=bindingdb;preset=hyper_attention_dti;sweep=slurm_test/checkpoints/epoch_017.ckpt",COMPLETED,hyper_attention_dti,bindingdb,slurm_test,,,,
0.3221746683120727,0.9174473285675048,0.9374850988388062,0.8440826535224915,0.8421315550804138,0.846042811870575,0.846042811870575,0.8856043219566345,"/gpfs/work/pha/daiyunhuang/WavyWaffle/logs/train/multiruns/2023-10-20_21-25-54-050914_[deep_conv_dti,benchmark]/experiment=bindingdb;local=gpu3090;preset=deep_conv_dti;tags=[deep_conv_dti,benchmark]/checkpoints/epoch_008.ckpt",COMPLETED,deep_conv_dti,bindingdb,,"[deep_conv_dti,benchmark]",,gpu3090,
0.3808988630771637,0.9017271995544434,0.92254638671875,0.8203105330467224,0.818312406539917,0.822318434715271,0.822318434715271,0.8683114647865295,"/gpfs/work/pha/daiyunhuang/WavyWaffle/logs/train/multiruns/2023-10-23_23-21-02-704802_[mol_trans,bindingdb]/experiment=bindingdb;local=gpu3090;preset=mol_trans;tags=[mol_trans,bindingdb]/checkpoints/epoch_064.ckpt",COMPLETED,mol_trans,bindingdb,,"[mol_trans,bindingdb]",,gpu3090,
0.6574236750602722,0.5444095730781555,0.6328268051147461,0.483252614736557,0.5203881859779358,0.4510641098022461,0.4510641098022461,0.7001991868019104,"/gpfs/work/pha/daiyunhuang/WavyWaffle/logs/train/multiruns/2023-11-06_14-16-25-154180_[benchmark,tcpi2,bindingdb]/data.batch_size=32;experiment=bindingdb;preset=transformer_cpi_2;tags=[benchmark,tcpi2,bindingdb]/checkpoints/epoch_017.ckpt",COMPLETED,transformer_cpi_2,bindingdb,,"[benchmark,tcpi2,bindingdb]",,,32.0