INFO:2026-05-11 03:25:08,721:[predict.py:399 -             predict() ] SEQGEN Class Name: MBPNetSequenceGenerator
INFO:2026-05-11 03:25:08,749:[generators.py:483 -        _pad_samples() ] mode 'test': Data size (after padding 87 samples) - 2688
INFO:2026-05-11 03:25:08,755:[predict.py:460 -             predict() ] Writing predictions to predictions/MPAL2_KMT2A_N/fold_3/model_split000_predictions.h5
DEBUG:2026-05-11 03:25:08,859:[generators.py:731 -          _epoch_run() ] test spawning process 0, df size (1344, 3) sum(num_batches) 21
DEBUG:2026-05-11 03:25:08,906:[generators.py:731 -          _epoch_run() ] test spawning process 1, df size (1344, 3) sum(num_batches) 42
DEBUG:2026-05-11 03:25:08,929:[generators.py:757 -          _epoch_run() ] test num_batches list [21, 21]
DEBUG:2026-05-11 03:25:08,929:[generators.py:770 -          _epoch_run() ] test starting stealer thread 0 [21] 
DEBUG:2026-05-11 03:25:08,930:[generators.py:770 -          _epoch_run() ] test starting stealer thread 1 [21] 
DEBUG:2026-05-11 03:25:14,564:[generators.py:652 -        _proc_target() ] test process 0 put 21 batches into mpq
DEBUG:2026-05-11 03:25:14,649:[generators.py:676 -            _stealer() ] test stealer thread 0 got 21 batches from mpq
DEBUG:2026-05-11 03:25:15,625:[generators.py:652 -        _proc_target() ] test process 1 put 21 batches into mpq
DEBUG:2026-05-11 03:25:15,659:[generators.py:676 -            _stealer() ] test stealer thread 1 got 21 batches from mpq
DEBUG:2026-05-11 03:25:57,379:[generators.py:814 -                 gen() ] test waiting to join process 0
DEBUG:2026-05-11 03:25:57,380:[generators.py:819 -                 gen() ] test waiting to join thread 0
DEBUG:2026-05-11 03:25:57,380:[generators.py:823 -                 gen() ] test join complete for process 0
DEBUG:2026-05-11 03:25:57,380:[generators.py:814 -                 gen() ] test waiting to join process 1
DEBUG:2026-05-11 03:25:57,380:[generators.py:819 -                 gen() ] test waiting to join thread 1
DEBUG:2026-05-11 03:25:57,381:[generators.py:823 -                 gen() ] test join complete for process 1
DEBUG:2026-05-11 03:25:57,381:[generators.py:826 -                 gen() ] test Finished join for epoch
DEBUG:2026-05-11 03:25:57,381:[generators.py:828 -                 gen() ] test Ready for next epoch
INFO:2026-05-11 03:25:57,381:[predict.py:731 -             predict() ] Writing to h5 file ...
INFO:2026-05-11 03:25:59,202:[predict.py:747 -             predict() ] Elapsed Time: 50.443808794021606 secs
INFO:2026-05-11 03:25:59,202:[predict.py:751 -             predict() ] Generating predicted profile bigWigs ...
INFO:2026-05-11 03:25:59,202:[predict.py:753 -             predict() ] predictions shape - (2601, 1000, 2)
INFO:2026-05-11 03:25:59,211:[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:2026-05-11 03:26:07,264:[predict.py:801 -             predict() ] 		min		max		median
INFO:2026-05-11 03:26:07,265:[predict.py:806 -             predict() ] mnll		0.084		0.837		0.482
INFO:2026-05-11 03:26:07,265:[predict.py:811 -             predict() ] cross_entropy	0.084		0.837		0.482
INFO:2026-05-11 03:26:07,265:[predict.py:816 -             predict() ] jsd		0.082		0.342		0.220
INFO:2026-05-11 03:26:07,266:[predict.py:821 -             predict() ] spearman	-0.038		0.419		0.163
INFO:2026-05-11 03:26:07,266:[predict.py:826 -             predict() ] pearson		-0.154		0.490		0.122
INFO:2026-05-11 03:26:07,266:[predict.py:831 -             predict() ] mse		0.252		186.148		2.484
INFO:2026-05-11 03:26:07,266:[predict.py:833 -             predict() ] ==============================================
INFO:2026-05-11 03:26:07,283:[predict.py:848 -             predict() ] counts pearson: [0.39892078 0.39681781]
INFO:2026-05-11 03:26:07,283:[predict.py:849 -             predict() ] counts spearman: [0.32449818 0.32665944]