ValueError from GEM on Tox21

ValueError from GEM on Tox21

Furthermore, another error by GEM on SIDER dataset occurred as below:

best params is {memory_strength_0.5_n_memories_100}, best AP is 0.6157
----------Now in testing--------
Processing dgl graphs from scratch...
Processing molecule 1000/1427

********[0, [0]]
Warning: Only one class 0.0 present in y_true for a task. ROC AUC score is not defined in that case.
T00 0.9821|T01 0.6163|T02 0.4373|T03 0.5536|T04 0.3704|T05 0.5103|T06 0.3935|T07 0.4642|T08 0.6771|T09 0.4217|T10 0.4634|T11 0.4933|T12 0.4384|T13 0.5725|T14 0.5148|T15 0.6018|T16 0.3849|T17 0.6000|T18 0.3954|T19 0.5164|T20 0.4329|T21 0.6351|T22 0.5980|T23 0.3839|T24 0.4687|T25 0.4883|Traceback (most recent call last):
File "train.py", line 156, in
AP_test, AF_test, acc_matrix_test = main(args, valid=False)
File "/home/python/CGLB/GCGL/pipeline_org.py", line 389, in pipeline_multi_label
score_matrix[tid] = test_func(args, model, test_loader, tid)
File "/home/python/CGLB/GCGL/pipeline_org.py", line 159, in eval_all_learnt_task_multi_label
score = test_score[t]
IndexError: list index out of range