INFO:2026-04-13 19:52:26,523:[predict.py:399 -             predict() ] SEQGEN Class Name: MBPNetSequenceGenerator
INFO:2026-04-13 19:52:26,578:[generators.py:483 -        _pad_samples() ] mode 'test': Data size (after padding 99 samples) - 3328
INFO:2026-04-13 19:52:26,585:[predict.py:460 -             predict() ] Writing predictions to predictions/REH_RUNX1_rep2_native/fold_1/model_split000_predictions.h5
DEBUG:2026-04-13 19:52:26,614:[generators.py:731 -          _epoch_run() ] test spawning process 0, df size (1664, 3) sum(num_batches) 26
DEBUG:2026-04-13 19:52:26,686:[generators.py:731 -          _epoch_run() ] test spawning process 1, df size (1664, 3) sum(num_batches) 52
DEBUG:2026-04-13 19:52:26,730:[generators.py:757 -          _epoch_run() ] test num_batches list [26, 26]
DEBUG:2026-04-13 19:52:26,731:[generators.py:770 -          _epoch_run() ] test starting stealer thread 0 [26] 
DEBUG:2026-04-13 19:52:26,732:[generators.py:770 -          _epoch_run() ] test starting stealer thread 1 [26] 
DEBUG:2026-04-13 19:52:31,489:[generators.py:652 -        _proc_target() ] test process 0 put 26 batches into mpq
DEBUG:2026-04-13 19:52:31,603:[generators.py:652 -        _proc_target() ] test process 1 put 26 batches into mpq
DEBUG:2026-04-13 19:52:31,650:[generators.py:676 -            _stealer() ] test stealer thread 0 got 26 batches from mpq
DEBUG:2026-04-13 19:52:31,678:[generators.py:676 -            _stealer() ] test stealer thread 1 got 26 batches from mpq
DEBUG:2026-04-13 19:52:48,563:[generators.py:814 -                 gen() ] test waiting to join process 0
DEBUG:2026-04-13 19:52:48,565:[generators.py:819 -                 gen() ] test waiting to join thread 0
DEBUG:2026-04-13 19:52:48,566:[generators.py:823 -                 gen() ] test join complete for process 0
DEBUG:2026-04-13 19:52:48,566:[generators.py:814 -                 gen() ] test waiting to join process 1
DEBUG:2026-04-13 19:52:48,566:[generators.py:819 -                 gen() ] test waiting to join thread 1
DEBUG:2026-04-13 19:52:48,566:[generators.py:823 -                 gen() ] test join complete for process 1
DEBUG:2026-04-13 19:52:48,566:[generators.py:826 -                 gen() ] test Finished join for epoch
DEBUG:2026-04-13 19:52:48,566:[generators.py:828 -                 gen() ] test Ready for next epoch
INFO:2026-04-13 19:52:48,567:[predict.py:731 -             predict() ] Writing to h5 file ...
INFO:2026-04-13 19:52:51,526:[predict.py:747 -             predict() ] Elapsed Time: 24.93727135658264 secs
INFO:2026-04-13 19:52:51,526:[predict.py:751 -             predict() ] Generating predicted profile bigWigs ...
INFO:2026-04-13 19:52:51,526:[predict.py:753 -             predict() ] predictions shape - (3229, 1000, 2)
INFO:2026-04-13 19:52:51,537:[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 19:53:00,177:[predict.py:801 -             predict() ] 		min		max		median
INFO:2026-04-13 19:53:00,178:[predict.py:806 -             predict() ] mnll		nan		nan		nan
INFO:2026-04-13 19:53:00,178:[predict.py:811 -             predict() ] cross_entropy	0.395		0.996		0.980
INFO:2026-04-13 19:53:00,179:[predict.py:816 -             predict() ] jsd		0.033		0.872		0.716
INFO:2026-04-13 19:53:00,179:[predict.py:821 -             predict() ] spearman	0.202		0.984		0.927
INFO:2026-04-13 19:53:00,180:[predict.py:826 -             predict() ] pearson		0.160		0.989		0.942
INFO:2026-04-13 19:53:00,180:[predict.py:831 -             predict() ] mse		0.000		0.463		0.001
INFO:2026-04-13 19:53:00,180:[predict.py:833 -             predict() ] ==============================================
INFO:2026-04-13 19:53:00,688:[predict.py:848 -             predict() ] counts pearson: [0.86847652 0.8718358 ]
INFO:2026-04-13 19:53:00,689:[predict.py:849 -             predict() ] counts spearman: [0.87212302 0.87266306]