INFO:2026-05-11 03:07:55,951:[predict.py:399 -             predict() ] SEQGEN Class Name: MBPNetSequenceGenerator
INFO:2026-05-11 03:07:55,977:[generators.py:483 -        _pad_samples() ] mode 'test': Data size (after padding 48 samples) - 2048
INFO:2026-05-11 03:07:55,983:[predict.py:460 -             predict() ] Writing predictions to predictions/AML2_KMT2A_N/fold_4/model_split000_predictions.h5
DEBUG:2026-05-11 03:07:56,029:[generators.py:731 -          _epoch_run() ] test spawning process 0, df size (1024, 3) sum(num_batches) 16
DEBUG:2026-05-11 03:07:56,064:[generators.py:731 -          _epoch_run() ] test spawning process 1, df size (1024, 3) sum(num_batches) 32
DEBUG:2026-05-11 03:07:56,090:[generators.py:757 -          _epoch_run() ] test num_batches list [16, 16]
DEBUG:2026-05-11 03:07:56,090:[generators.py:770 -          _epoch_run() ] test starting stealer thread 0 [16] 
DEBUG:2026-05-11 03:07:56,091:[generators.py:770 -          _epoch_run() ] test starting stealer thread 1 [16] 
DEBUG:2026-05-11 03:08:00,676:[generators.py:652 -        _proc_target() ] test process 0 put 16 batches into mpq
DEBUG:2026-05-11 03:08:00,732:[generators.py:676 -            _stealer() ] test stealer thread 0 got 16 batches from mpq
DEBUG:2026-05-11 03:08:01,708:[generators.py:652 -        _proc_target() ] test process 1 put 16 batches into mpq
DEBUG:2026-05-11 03:08:01,782:[generators.py:676 -            _stealer() ] test stealer thread 1 got 16 batches from mpq
DEBUG:2026-05-11 03:08:25,396:[generators.py:814 -                 gen() ] test waiting to join process 0
DEBUG:2026-05-11 03:08:25,396:[generators.py:819 -                 gen() ] test waiting to join thread 0
DEBUG:2026-05-11 03:08:25,396:[generators.py:823 -                 gen() ] test join complete for process 0
DEBUG:2026-05-11 03:08:25,396:[generators.py:814 -                 gen() ] test waiting to join process 1
DEBUG:2026-05-11 03:08:25,396:[generators.py:819 -                 gen() ] test waiting to join thread 1
DEBUG:2026-05-11 03:08:25,396:[generators.py:823 -                 gen() ] test join complete for process 1
DEBUG:2026-05-11 03:08:25,396:[generators.py:826 -                 gen() ] test Finished join for epoch
DEBUG:2026-05-11 03:08:25,397:[generators.py:828 -                 gen() ] test Ready for next epoch
INFO:2026-05-11 03:08:25,397:[predict.py:731 -             predict() ] Writing to h5 file ...
INFO:2026-05-11 03:08:26,648:[predict.py:747 -             predict() ] Elapsed Time: 30.662046432495117 secs
INFO:2026-05-11 03:08:26,649:[predict.py:751 -             predict() ] Generating predicted profile bigWigs ...
INFO:2026-05-11 03:08:26,649:[predict.py:753 -             predict() ] predictions shape - (2000, 1000, 2)
INFO:2026-05-11 03:08:26,658:[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 03:08:33,181:[predict.py:801 -             predict() ] 		min		max		median
INFO:2026-05-11 03:08:33,182:[predict.py:806 -             predict() ] mnll		0.000		0.858		0.430
INFO:2026-05-11 03:08:33,182:[predict.py:811 -             predict() ] cross_entropy	0.000		0.858		0.430
INFO:2026-05-11 03:08:33,182:[predict.py:816 -             predict() ] jsd		0.059		0.335		0.225
INFO:2026-05-11 03:08:33,182:[predict.py:821 -             predict() ] spearman	-0.081		0.364		0.148
INFO:2026-05-11 03:08:33,183:[predict.py:826 -             predict() ] pearson		-0.171		0.429		0.096
INFO:2026-05-11 03:08:33,183:[predict.py:831 -             predict() ] mse		0.096		126.035		1.374
INFO:2026-05-11 03:08:33,183:[predict.py:833 -             predict() ] ==============================================
INFO:2026-05-11 03:08:33,200:[predict.py:848 -             predict() ] counts pearson: [0.46117151 0.47371398]
INFO:2026-05-11 03:08:33,200:[predict.py:849 -             predict() ] counts spearman: [0.46283955 0.47489977]