INFO:2026-05-11 03:23:07,820:[predict.py:399 -             predict() ] SEQGEN Class Name: MBPNetSequenceGenerator
INFO:2026-05-11 03:23:07,835:[generators.py:483 -        _pad_samples() ] mode 'test': Data size (after padding 87 samples) - 2688
INFO:2026-05-11 03:23:07,855:[predict.py:460 -             predict() ] Writing predictions to predictions/MPAL2_KMT2A_N/fold_0/model_split000_predictions.h5
DEBUG:2026-05-11 03:23:08,007:[generators.py:731 -          _epoch_run() ] test spawning process 0, df size (1344, 3) sum(num_batches) 21
DEBUG:2026-05-11 03:23:08,054:[generators.py:731 -          _epoch_run() ] test spawning process 1, df size (1344, 3) sum(num_batches) 42
DEBUG:2026-05-11 03:23:08,076:[generators.py:757 -          _epoch_run() ] test num_batches list [21, 21]
DEBUG:2026-05-11 03:23:08,076:[generators.py:770 -          _epoch_run() ] test starting stealer thread 0 [21] 
DEBUG:2026-05-11 03:23:08,077:[generators.py:770 -          _epoch_run() ] test starting stealer thread 1 [21] 
DEBUG:2026-05-11 03:23:11,126:[generators.py:652 -        _proc_target() ] test process 0 put 21 batches into mpq
DEBUG:2026-05-11 03:23:11,145:[generators.py:676 -            _stealer() ] test stealer thread 0 got 21 batches from mpq
DEBUG:2026-05-11 03:23:11,214:[generators.py:652 -        _proc_target() ] test process 1 put 21 batches into mpq
DEBUG:2026-05-11 03:23:11,242:[generators.py:676 -            _stealer() ] test stealer thread 1 got 21 batches from mpq
DEBUG:2026-05-11 03:25:23,439:[generators.py:814 -                 gen() ] test waiting to join process 0
DEBUG:2026-05-11 03:25:23,439:[generators.py:819 -                 gen() ] test waiting to join thread 0
DEBUG:2026-05-11 03:25:23,439:[generators.py:823 -                 gen() ] test join complete for process 0
DEBUG:2026-05-11 03:25:23,439:[generators.py:814 -                 gen() ] test waiting to join process 1
DEBUG:2026-05-11 03:25:23,440:[generators.py:819 -                 gen() ] test waiting to join thread 1
DEBUG:2026-05-11 03:25:23,440:[generators.py:823 -                 gen() ] test join complete for process 1
DEBUG:2026-05-11 03:25:23,440:[generators.py:826 -                 gen() ] test Finished join for epoch
DEBUG:2026-05-11 03:25:23,440:[generators.py:828 -                 gen() ] test Ready for next epoch
INFO:2026-05-11 03:25:23,440:[predict.py:731 -             predict() ] Writing to h5 file ...
INFO:2026-05-11 03:25:24,726:[predict.py:747 -             predict() ] Elapsed Time: 136.86923599243164 secs
INFO:2026-05-11 03:25:24,726:[predict.py:751 -             predict() ] Generating predicted profile bigWigs ...
INFO:2026-05-11 03:25:24,726:[predict.py:753 -             predict() ] predictions shape - (2601, 1000, 2)
INFO:2026-05-11 03:25:24,729:[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 03:25:30,878:[predict.py:801 -             predict() ] 		min		max		median
INFO:2026-05-11 03:25:30,878:[predict.py:806 -             predict() ] mnll		0.076		0.823		0.483
INFO:2026-05-11 03:25:30,878:[predict.py:811 -             predict() ] cross_entropy	0.076		0.823		0.483
INFO:2026-05-11 03:25:30,878:[predict.py:816 -             predict() ] jsd		0.097		0.396		0.222
INFO:2026-05-11 03:25:30,878:[predict.py:821 -             predict() ] spearman	-0.030		0.401		0.164
INFO:2026-05-11 03:25:30,878:[predict.py:826 -             predict() ] pearson		-0.127		0.458		0.124
INFO:2026-05-11 03:25:30,879:[predict.py:831 -             predict() ] mse		0.249		157.484		2.457
INFO:2026-05-11 03:25:30,879:[predict.py:833 -             predict() ] ==============================================
INFO:2026-05-11 03:25:30,891:[predict.py:848 -             predict() ] counts pearson: [0.43324051 0.43097196]
INFO:2026-05-11 03:25:30,891:[predict.py:849 -             predict() ] counts spearman: [0.34493043 0.34633012]