INFO:2026-05-11 04:17:19,869:[predict.py:399 -             predict() ] SEQGEN Class Name: MBPNetSequenceGenerator
INFO:2026-05-11 04:17:19,888:[generators.py:483 -        _pad_samples() ] mode 'test': Data size (after padding 56 samples) - 1024
INFO:2026-05-11 04:17:19,893:[predict.py:460 -             predict() ] Writing predictions to predictions/AML4_KMT2A_N/fold_3/model_split000_predictions.h5
DEBUG:2026-05-11 04:17:20,090:[generators.py:731 -          _epoch_run() ] test spawning process 0, df size (512, 3) sum(num_batches) 8
DEBUG:2026-05-11 04:17:20,157:[generators.py:731 -          _epoch_run() ] test spawning process 1, df size (512, 3) sum(num_batches) 16
DEBUG:2026-05-11 04:17:20,183:[generators.py:757 -          _epoch_run() ] test num_batches list [8, 8]
DEBUG:2026-05-11 04:17:20,184:[generators.py:770 -          _epoch_run() ] test starting stealer thread 0 [8] 
DEBUG:2026-05-11 04:17:20,193:[generators.py:770 -          _epoch_run() ] test starting stealer thread 1 [8] 
DEBUG:2026-05-11 04:17:22,311:[generators.py:652 -        _proc_target() ] test process 0 put 8 batches into mpq
DEBUG:2026-05-11 04:17:22,342:[generators.py:676 -            _stealer() ] test stealer thread 0 got 8 batches from mpq
DEBUG:2026-05-11 04:17:22,696:[generators.py:652 -        _proc_target() ] test process 1 put 8 batches into mpq
DEBUG:2026-05-11 04:17:22,714:[generators.py:676 -            _stealer() ] test stealer thread 1 got 8 batches from mpq
DEBUG:2026-05-11 04:18:06,633:[generators.py:814 -                 gen() ] test waiting to join process 0
DEBUG:2026-05-11 04:18:06,634:[generators.py:819 -                 gen() ] test waiting to join thread 0
DEBUG:2026-05-11 04:18:06,634:[generators.py:823 -                 gen() ] test join complete for process 0
DEBUG:2026-05-11 04:18:06,634:[generators.py:814 -                 gen() ] test waiting to join process 1
DEBUG:2026-05-11 04:18:06,634:[generators.py:819 -                 gen() ] test waiting to join thread 1
DEBUG:2026-05-11 04:18:06,634:[generators.py:823 -                 gen() ] test join complete for process 1
DEBUG:2026-05-11 04:18:06,634:[generators.py:826 -                 gen() ] test Finished join for epoch
DEBUG:2026-05-11 04:18:06,634:[generators.py:828 -                 gen() ] test Ready for next epoch
INFO:2026-05-11 04:18:06,634:[predict.py:731 -             predict() ] Writing to h5 file ...
INFO:2026-05-11 04:18:07,224:[predict.py:747 -             predict() ] Elapsed Time: 47.3270046710968 secs
INFO:2026-05-11 04:18:07,225:[predict.py:751 -             predict() ] Generating predicted profile bigWigs ...
INFO:2026-05-11 04:18:07,225:[predict.py:753 -             predict() ] predictions shape - (968, 1000, 2)
INFO:2026-05-11 04:18:07,232:[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 04:18:10,191:[predict.py:801 -             predict() ] 		min		max		median
INFO:2026-05-11 04:18:10,192:[predict.py:806 -             predict() ] mnll		0.156		0.818		0.483
INFO:2026-05-11 04:18:10,192:[predict.py:811 -             predict() ] cross_entropy	0.156		0.818		0.484
INFO:2026-05-11 04:18:10,192:[predict.py:816 -             predict() ] jsd		0.135		0.364		0.269
INFO:2026-05-11 04:18:10,193:[predict.py:821 -             predict() ] spearman	0.015		0.341		0.169
INFO:2026-05-11 04:18:10,193:[predict.py:826 -             predict() ] pearson		-0.119		0.342		0.119
INFO:2026-05-11 04:18:10,193:[predict.py:831 -             predict() ] mse		0.074		17.831		0.370
INFO:2026-05-11 04:18:10,193:[predict.py:833 -             predict() ] ==============================================
INFO:2026-05-11 04:18:10,207:[predict.py:848 -             predict() ] counts pearson: [0.55610071 0.55071444]
INFO:2026-05-11 04:18:10,208:[predict.py:849 -             predict() ] counts spearman: [0.53452217 0.52306453]