INFO:2026-07-10 15:17:45,277:[predict.py:399 -             predict() ] SEQGEN Class Name: MBPNetSequenceGenerator
INFO:2026-07-10 15:17:45,302:[generators.py:483 -        _pad_samples() ] mode 'test': Data size (after padding 92 samples) - 5248
INFO:2026-07-10 15:17:45,307:[predict.py:460 -             predict() ] Writing predictions to predictions/AML1/fold_4/model_split000_predictions.h5
DEBUG:2026-07-10 15:17:45,329:[generators.py:731 -          _epoch_run() ] test spawning process 0, df size (2624, 3) sum(num_batches) 41
DEBUG:2026-07-10 15:17:45,369:[generators.py:731 -          _epoch_run() ] test spawning process 1, df size (2624, 3) sum(num_batches) 82
DEBUG:2026-07-10 15:17:45,443:[generators.py:757 -          _epoch_run() ] test num_batches list [41, 41]
DEBUG:2026-07-10 15:17:45,443:[generators.py:770 -          _epoch_run() ] test starting stealer thread 0 [41] 
DEBUG:2026-07-10 15:17:45,443:[generators.py:770 -          _epoch_run() ] test starting stealer thread 1 [41] 
DEBUG:2026-07-10 15:18:05,148:[generators.py:676 -            _stealer() ] test stealer thread 0 got 41 batches from mpq
DEBUG:2026-07-10 15:18:05,139:[generators.py:652 -        _proc_target() ] test process 0 put 41 batches into mpq
DEBUG:2026-07-10 15:18:05,805:[generators.py:676 -            _stealer() ] test stealer thread 1 got 41 batches from mpq
DEBUG:2026-07-10 15:18:05,795:[generators.py:652 -        _proc_target() ] test process 1 put 41 batches into mpq
DEBUG:2026-07-10 15:19:21,740:[generators.py:814 -                 gen() ] test waiting to join process 0
DEBUG:2026-07-10 15:19:21,741:[generators.py:819 -                 gen() ] test waiting to join thread 0
DEBUG:2026-07-10 15:19:21,741:[generators.py:823 -                 gen() ] test join complete for process 0
DEBUG:2026-07-10 15:19:21,741:[generators.py:814 -                 gen() ] test waiting to join process 1
DEBUG:2026-07-10 15:19:21,741:[generators.py:819 -                 gen() ] test waiting to join thread 1
DEBUG:2026-07-10 15:19:21,741:[generators.py:823 -                 gen() ] test join complete for process 1
DEBUG:2026-07-10 15:19:21,741:[generators.py:826 -                 gen() ] test Finished join for epoch
DEBUG:2026-07-10 15:19:21,741:[generators.py:828 -                 gen() ] test Ready for next epoch
INFO:2026-07-10 15:19:21,741:[predict.py:731 -             predict() ] Writing to h5 file ...
INFO:2026-07-10 15:19:24,638:[predict.py:747 -             predict() ] Elapsed Time: 99.32937598228455 secs
INFO:2026-07-10 15:19:24,639:[predict.py:751 -             predict() ] Generating predicted profile bigWigs ...
INFO:2026-07-10 15:19:24,639:[predict.py:753 -             predict() ] predictions shape - (5156, 1000, 2)
INFO:2026-07-10 15:19:24,643:[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:2026-07-10 15:19:39,733:[predict.py:801 -             predict() ] 		min		max		median
INFO:2026-07-10 15:19:39,734:[predict.py:806 -             predict() ] mnll		0.000		0.782		0.175
INFO:2026-07-10 15:19:39,734:[predict.py:811 -             predict() ] cross_entropy	0.000		0.782		0.175
INFO:2026-07-10 15:19:39,734:[predict.py:816 -             predict() ] jsd		0.071		0.811		0.522
INFO:2026-07-10 15:19:39,735:[predict.py:821 -             predict() ] spearman	-0.323		0.968		0.696
INFO:2026-07-10 15:19:39,735:[predict.py:826 -             predict() ] pearson		-0.425		0.941		0.672
INFO:2026-07-10 15:19:39,735:[predict.py:831 -             predict() ] mse		0.010		6.423		0.056
INFO:2026-07-10 15:19:39,735:[predict.py:833 -             predict() ] ==============================================
INFO:2026-07-10 15:19:39,816:[predict.py:848 -             predict() ] counts pearson: [0.43618924 0.44982911]
INFO:2026-07-10 15:19:39,817:[predict.py:849 -             predict() ] counts spearman: [0.42212387 0.43405823]