INFO:2026-03-23 20:15:01,544:[predict.py:399 -             predict() ] SEQGEN Class Name: MBPNetSequenceGenerator
INFO:2026-03-23 20:15:01,590:[generators.py:483 -        _pad_samples() ] mode 'test': Data size (after padding 42 samples) - 2560
INFO:2026-03-23 20:15:01,596:[predict.py:460 -             predict() ] Writing predictions to predictions/Reh_DMSO_RUNX1/fold_3/model_split000_predictions.h5
DEBUG:2026-03-23 20:15:01,621:[generators.py:731 -          _epoch_run() ] test spawning process 0, df size (1280, 3) sum(num_batches) 20
DEBUG:2026-03-23 20:15:01,703:[generators.py:731 -          _epoch_run() ] test spawning process 1, df size (1280, 3) sum(num_batches) 40
DEBUG:2026-03-23 20:15:01,762:[generators.py:757 -          _epoch_run() ] test num_batches list [20, 20]
DEBUG:2026-03-23 20:15:01,763:[generators.py:770 -          _epoch_run() ] test starting stealer thread 0 [20] 
DEBUG:2026-03-23 20:15:01,764:[generators.py:770 -          _epoch_run() ] test starting stealer thread 1 [20] 
DEBUG:2026-03-23 20:15:07,875:[generators.py:652 -        _proc_target() ] test process 0 put 20 batches into mpq
DEBUG:2026-03-23 20:15:07,910:[generators.py:676 -            _stealer() ] test stealer thread 0 got 20 batches from mpq
DEBUG:2026-03-23 20:15:09,035:[generators.py:652 -        _proc_target() ] test process 1 put 20 batches into mpq
DEBUG:2026-03-23 20:15:09,073:[generators.py:676 -            _stealer() ] test stealer thread 1 got 20 batches from mpq
DEBUG:2026-03-23 20:15:19,510:[generators.py:814 -                 gen() ] test waiting to join process 0
DEBUG:2026-03-23 20:15:19,511:[generators.py:819 -                 gen() ] test waiting to join thread 0
DEBUG:2026-03-23 20:15:19,511:[generators.py:823 -                 gen() ] test join complete for process 0
DEBUG:2026-03-23 20:15:19,511:[generators.py:814 -                 gen() ] test waiting to join process 1
DEBUG:2026-03-23 20:15:19,511:[generators.py:819 -                 gen() ] test waiting to join thread 1
DEBUG:2026-03-23 20:15:19,511:[generators.py:823 -                 gen() ] test join complete for process 1
DEBUG:2026-03-23 20:15:19,511:[generators.py:826 -                 gen() ] test Finished join for epoch
DEBUG:2026-03-23 20:15:19,511:[generators.py:828 -                 gen() ] test Ready for next epoch
INFO:2026-03-23 20:15:19,512:[predict.py:731 -             predict() ] Writing to h5 file ...
INFO:2026-03-23 20:15:20,698:[predict.py:747 -             predict() ] Elapsed Time: 19.09909224510193 secs
INFO:2026-03-23 20:15:20,699:[predict.py:751 -             predict() ] Generating predicted profile bigWigs ...
INFO:2026-03-23 20:15:20,699:[predict.py:753 -             predict() ] predictions shape - (2518, 1000, 2)
INFO:2026-03-23 20:15:20,712:[predict.py:775 -             predict() ] bigWig HEADER - [('chr1', 248956422), ('chr10', 133797422), ('chr11', 135086622), ('chr12', 133275309), ('chr13', 114364328), ('chr14', 107043718), ('chr15', 101991189), ('chr16', 90338345), ('chr17', 83257441), ('chr18', 80373285), ('chr19', 58617616), ('chr2', 242193529), ('chr20', 64444167), ('chr21', 46709983), ('chr22', 50818468), ('chr3', 198295559), ('chr4', 190214555), ('chr5', 181538259), ('chr6', 170805979), ('chr7', 159345973), ('chr8', 145138636), ('chr9', 138394717), ('chrM', 16569), ('chrX', 156040895), ('chrY', 57227415)]
INFO:2026-03-23 20:15:27,494:[predict.py:801 -             predict() ] 		min		max		median
INFO:2026-03-23 20:15:27,495:[predict.py:806 -             predict() ] mnll		0.000		0.251		0.055
INFO:2026-03-23 20:15:27,496:[predict.py:811 -             predict() ] cross_entropy	0.000		0.251		0.055
INFO:2026-03-23 20:15:27,496:[predict.py:816 -             predict() ] jsd		0.186		0.695		0.429
INFO:2026-03-23 20:15:27,497:[predict.py:821 -             predict() ] spearman	-0.510		0.860		0.417
INFO:2026-03-23 20:15:27,497:[predict.py:826 -             predict() ] pearson		-0.684		0.922		0.467
INFO:2026-03-23 20:15:27,498:[predict.py:831 -             predict() ] mse		0.010		0.178		0.036
INFO:2026-03-23 20:15:27,498:[predict.py:833 -             predict() ] ==============================================
INFO:2026-03-23 20:15:27,872:[predict.py:848 -             predict() ] counts pearson: [0.10711422 0.13785067]
INFO:2026-03-23 20:15:27,873:[predict.py:849 -             predict() ] counts spearman: [0.10661992 0.15179125]