INFO:2026-05-11 04:16:57,357:[predict.py:399 -             predict() ] SEQGEN Class Name: MBPNetSequenceGenerator
INFO:2026-05-11 04:16:57,382:[generators.py:483 -        _pad_samples() ] mode 'test': Data size (after padding 93 samples) - 8064
INFO:2026-05-11 04:16:57,386:[predict.py:460 -             predict() ] Writing predictions to predictions/MPAL1_KMT2A_N/fold_0/model_split000_predictions.h5
DEBUG:2026-05-11 04:16:57,840:[generators.py:731 -          _epoch_run() ] test spawning process 0, df size (4032, 3) sum(num_batches) 63
DEBUG:2026-05-11 04:16:57,993:[generators.py:731 -          _epoch_run() ] test spawning process 1, df size (4032, 3) sum(num_batches) 126
DEBUG:2026-05-11 04:16:58,018:[generators.py:757 -          _epoch_run() ] test num_batches list [63, 63]
DEBUG:2026-05-11 04:16:58,018:[generators.py:770 -          _epoch_run() ] test starting stealer thread 0 [63] 
DEBUG:2026-05-11 04:16:58,019:[generators.py:770 -          _epoch_run() ] test starting stealer thread 1 [63] 
DEBUG:2026-05-11 04:17:07,801:[generators.py:652 -        _proc_target() ] test process 0 put 63 batches into mpq
DEBUG:2026-05-11 04:17:07,812:[generators.py:676 -            _stealer() ] test stealer thread 0 got 63 batches from mpq
DEBUG:2026-05-11 04:17:07,937:[generators.py:652 -        _proc_target() ] test process 1 put 63 batches into mpq
DEBUG:2026-05-11 04:17:07,949:[generators.py:676 -            _stealer() ] test stealer thread 1 got 63 batches from mpq
DEBUG:2026-05-11 04:19:18,448:[generators.py:814 -                 gen() ] test waiting to join process 0
DEBUG:2026-05-11 04:19:18,448:[generators.py:819 -                 gen() ] test waiting to join thread 0
DEBUG:2026-05-11 04:19:18,448:[generators.py:823 -                 gen() ] test join complete for process 0
DEBUG:2026-05-11 04:19:18,448:[generators.py:814 -                 gen() ] test waiting to join process 1
DEBUG:2026-05-11 04:19:18,448:[generators.py:819 -                 gen() ] test waiting to join thread 1
DEBUG:2026-05-11 04:19:18,448:[generators.py:823 -                 gen() ] test join complete for process 1
DEBUG:2026-05-11 04:19:18,448:[generators.py:826 -                 gen() ] test Finished join for epoch
DEBUG:2026-05-11 04:19:18,448:[generators.py:828 -                 gen() ] test Ready for next epoch
INFO:2026-05-11 04:19:18,449:[predict.py:731 -             predict() ] Writing to h5 file ...
INFO:2026-05-11 04:19:22,947:[predict.py:747 -             predict() ] Elapsed Time: 145.55905890464783 secs
INFO:2026-05-11 04:19:22,948:[predict.py:751 -             predict() ] Generating predicted profile bigWigs ...
INFO:2026-05-11 04:19:22,948:[predict.py:753 -             predict() ] predictions shape - (7971, 1000, 2)
INFO:2026-05-11 04:19:22,951:[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 04:19:44,120:[predict.py:801 -             predict() ] 		min		max		median
INFO:2026-05-11 04:19:44,120:[predict.py:806 -             predict() ] mnll		0.000		0.925		0.492
INFO:2026-05-11 04:19:44,121:[predict.py:811 -             predict() ] cross_entropy	0.000		0.925		0.492
INFO:2026-05-11 04:19:44,121:[predict.py:816 -             predict() ] jsd		0.017		0.308		0.187
INFO:2026-05-11 04:19:44,121:[predict.py:821 -             predict() ] spearman	-0.052		0.471		0.162
INFO:2026-05-11 04:19:44,122:[predict.py:826 -             predict() ] pearson		-0.183		0.612		0.133
INFO:2026-05-11 04:19:44,122:[predict.py:831 -             predict() ] mse		0.039		388.834		1.883
INFO:2026-05-11 04:19:44,122:[predict.py:833 -             predict() ] ==============================================
INFO:2026-05-11 04:19:44,138:[predict.py:848 -             predict() ] counts pearson: [0.34208224 0.34776077]
INFO:2026-05-11 04:19:44,138:[predict.py:849 -             predict() ] counts spearman: [0.33535774 0.34140161]