INFO:2026-05-28 11:53:47,541:[predict.py:399 -             predict() ] SEQGEN Class Name: MBPNetSequenceGenerator
INFO:2026-05-28 11:53:47,561:[generators.py:483 -        _pad_samples() ] mode 'test': Data size (after padding 29 samples) - 5120
INFO:2026-05-28 11:53:47,564:[predict.py:460 -             predict() ] Writing predictions to predictions/Kasumi_AML1_C19/fold_4/model_split000_predictions.h5
DEBUG:2026-05-28 11:53:47,576:[generators.py:731 -          _epoch_run() ] test spawning process 0, df size (2560, 3) sum(num_batches) 40
DEBUG:2026-05-28 11:53:47,603:[generators.py:731 -          _epoch_run() ] test spawning process 1, df size (2560, 3) sum(num_batches) 80
DEBUG:2026-05-28 11:53:47,625:[generators.py:757 -          _epoch_run() ] test num_batches list [40, 40]
DEBUG:2026-05-28 11:53:47,626:[generators.py:770 -          _epoch_run() ] test starting stealer thread 0 [40] 
DEBUG:2026-05-28 11:53:47,627:[generators.py:770 -          _epoch_run() ] test starting stealer thread 1 [40] 
DEBUG:2026-05-28 11:53:53,211:[generators.py:676 -            _stealer() ] test stealer thread 0 got 40 batches from mpq
DEBUG:2026-05-28 11:53:53,191:[generators.py:652 -        _proc_target() ] test process 0 put 40 batches into mpq
DEBUG:2026-05-28 11:53:53,349:[generators.py:652 -        _proc_target() ] test process 1 put 40 batches into mpq
DEBUG:2026-05-28 11:53:53,402:[generators.py:676 -            _stealer() ] test stealer thread 1 got 40 batches from mpq
DEBUG:2026-05-28 11:54:28,464:[generators.py:814 -                 gen() ] test waiting to join process 0
DEBUG:2026-05-28 11:54:28,464:[generators.py:819 -                 gen() ] test waiting to join thread 0
DEBUG:2026-05-28 11:54:28,464:[generators.py:823 -                 gen() ] test join complete for process 0
DEBUG:2026-05-28 11:54:28,464:[generators.py:814 -                 gen() ] test waiting to join process 1
DEBUG:2026-05-28 11:54:28,464:[generators.py:819 -                 gen() ] test waiting to join thread 1
DEBUG:2026-05-28 11:54:28,464:[generators.py:823 -                 gen() ] test join complete for process 1
DEBUG:2026-05-28 11:54:28,464:[generators.py:826 -                 gen() ] test Finished join for epoch
DEBUG:2026-05-28 11:54:28,464:[generators.py:828 -                 gen() ] test Ready for next epoch
INFO:2026-05-28 11:54:28,464:[predict.py:731 -             predict() ] Writing to h5 file ...
INFO:2026-05-28 11:54:30,885:[predict.py:747 -             predict() ] Elapsed Time: 43.31933832168579 secs
INFO:2026-05-28 11:54:30,885:[predict.py:751 -             predict() ] Generating predicted profile bigWigs ...
INFO:2026-05-28 11:54:30,885:[predict.py:753 -             predict() ] predictions shape - (5091, 1000, 2)
INFO:2026-05-28 11:54:30,887:[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:2026-05-28 11:54:43,508:[predict.py:801 -             predict() ] 		min		max		median
INFO:2026-05-28 11:54:43,508:[predict.py:806 -             predict() ] mnll		0.000		0.570		0.194
INFO:2026-05-28 11:54:43,508:[predict.py:811 -             predict() ] cross_entropy	0.000		0.570		0.194
INFO:2026-05-28 11:54:43,509:[predict.py:816 -             predict() ] jsd		0.133		0.762		0.533
INFO:2026-05-28 11:54:43,509:[predict.py:821 -             predict() ] spearman	-0.435		0.961		0.738
INFO:2026-05-28 11:54:43,509:[predict.py:826 -             predict() ] pearson		-0.485		0.945		0.639
INFO:2026-05-28 11:54:43,509:[predict.py:831 -             predict() ] mse		0.008		1.139		0.042
INFO:2026-05-28 11:54:43,509:[predict.py:833 -             predict() ] ==============================================
INFO:2026-05-28 11:54:43,519:[predict.py:848 -             predict() ] counts pearson: [0.4610157  0.46091102]
INFO:2026-05-28 11:54:43,519:[predict.py:849 -             predict() ] counts spearman: [0.46525745 0.46165111]