INFO:2026-04-13 19:33:27,268:[predict.py:399 -             predict() ] SEQGEN Class Name: MBPNetSequenceGenerator
INFO:2026-04-13 19:33:27,372:[generators.py:483 -        _pad_samples() ] mode 'test': Data size (after padding 99 samples) - 3328
INFO:2026-04-13 19:33:27,379:[predict.py:460 -             predict() ] Writing predictions to predictions/REH_RUNX1_rep2_native/fold_0/model_split000_predictions.h5
DEBUG:2026-04-13 19:33:27,407:[generators.py:731 -          _epoch_run() ] test spawning process 0, df size (1664, 3) sum(num_batches) 26
DEBUG:2026-04-13 19:33:27,483:[generators.py:731 -          _epoch_run() ] test spawning process 1, df size (1664, 3) sum(num_batches) 52
DEBUG:2026-04-13 19:33:27,535:[generators.py:757 -          _epoch_run() ] test num_batches list [26, 26]
DEBUG:2026-04-13 19:33:27,536:[generators.py:770 -          _epoch_run() ] test starting stealer thread 0 [26] 
DEBUG:2026-04-13 19:33:27,537:[generators.py:770 -          _epoch_run() ] test starting stealer thread 1 [26] 
DEBUG:2026-04-13 19:33:31,671:[generators.py:652 -        _proc_target() ] test process 1 put 26 batches into mpq
DEBUG:2026-04-13 19:33:31,719:[generators.py:676 -            _stealer() ] test stealer thread 1 got 26 batches from mpq
DEBUG:2026-04-13 19:33:31,790:[generators.py:652 -        _proc_target() ] test process 0 put 26 batches into mpq
DEBUG:2026-04-13 19:33:31,834:[generators.py:676 -            _stealer() ] test stealer thread 0 got 26 batches from mpq
DEBUG:2026-04-13 19:33:49,725:[generators.py:814 -                 gen() ] test waiting to join process 0
DEBUG:2026-04-13 19:33:49,726:[generators.py:819 -                 gen() ] test waiting to join thread 0
DEBUG:2026-04-13 19:33:49,726:[generators.py:823 -                 gen() ] test join complete for process 0
DEBUG:2026-04-13 19:33:49,726:[generators.py:814 -                 gen() ] test waiting to join process 1
DEBUG:2026-04-13 19:33:49,727:[generators.py:819 -                 gen() ] test waiting to join thread 1
DEBUG:2026-04-13 19:33:49,727:[generators.py:823 -                 gen() ] test join complete for process 1
DEBUG:2026-04-13 19:33:49,727:[generators.py:826 -                 gen() ] test Finished join for epoch
DEBUG:2026-04-13 19:33:49,727:[generators.py:828 -                 gen() ] test Ready for next epoch
INFO:2026-04-13 19:33:49,727:[predict.py:731 -             predict() ] Writing to h5 file ...
INFO:2026-04-13 19:33:52,449:[predict.py:747 -             predict() ] Elapsed Time: 25.065553903579712 secs
INFO:2026-04-13 19:33:52,449:[predict.py:751 -             predict() ] Generating predicted profile bigWigs ...
INFO:2026-04-13 19:33:52,450:[predict.py:753 -             predict() ] predictions shape - (3229, 1000, 2)
INFO:2026-04-13 19:33:52,465:[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:2026-04-13 19:34:00,989:[predict.py:801 -             predict() ] 		min		max		median
INFO:2026-04-13 19:34:00,990:[predict.py:806 -             predict() ] mnll		nan		nan		nan
INFO:2026-04-13 19:34:00,991:[predict.py:811 -             predict() ] cross_entropy	0.370		0.995		0.980
INFO:2026-04-13 19:34:00,991:[predict.py:816 -             predict() ] jsd		0.075		0.866		0.717
INFO:2026-04-13 19:34:00,992:[predict.py:821 -             predict() ] spearman	0.201		0.977		0.926
INFO:2026-04-13 19:34:00,992:[predict.py:826 -             predict() ] pearson		0.224		0.989		0.941
INFO:2026-04-13 19:34:00,993:[predict.py:831 -             predict() ] mse		0.000		0.481		0.001
INFO:2026-04-13 19:34:00,993:[predict.py:833 -             predict() ] ==============================================
INFO:2026-04-13 19:34:01,836:[predict.py:848 -             predict() ] counts pearson: [0.88983088 0.89301938]
INFO:2026-04-13 19:34:01,838:[predict.py:849 -             predict() ] counts spearman: [0.88342429 0.88437422]