INFO:2026-05-11 02:59:14,643:[predict.py:399 -             predict() ] SEQGEN Class Name: MBPNetSequenceGenerator
INFO:2026-05-11 02:59:14,666:[generators.py:483 -        _pad_samples() ] mode 'test': Data size (after padding 47 samples) - 2304
INFO:2026-05-11 02:59:14,669:[predict.py:460 -             predict() ] Writing predictions to predictions/ALL1_KMT2A_N/fold_0/model_split000_predictions.h5
DEBUG:2026-05-11 02:59:15,580:[generators.py:731 -          _epoch_run() ] test spawning process 0, df size (1152, 3) sum(num_batches) 18
DEBUG:2026-05-11 02:59:15,817:[generators.py:731 -          _epoch_run() ] test spawning process 1, df size (1152, 3) sum(num_batches) 36
DEBUG:2026-05-11 02:59:15,840:[generators.py:757 -          _epoch_run() ] test num_batches list [18, 18]
DEBUG:2026-05-11 02:59:15,840:[generators.py:770 -          _epoch_run() ] test starting stealer thread 0 [18] 
DEBUG:2026-05-11 02:59:15,841:[generators.py:770 -          _epoch_run() ] test starting stealer thread 1 [18] 
DEBUG:2026-05-11 02:59:18,368:[generators.py:652 -        _proc_target() ] test process 0 put 18 batches into mpq
DEBUG:2026-05-11 02:59:18,396:[generators.py:676 -            _stealer() ] test stealer thread 0 got 18 batches from mpq
DEBUG:2026-05-11 02:59:18,496:[generators.py:652 -        _proc_target() ] test process 1 put 18 batches into mpq
DEBUG:2026-05-11 02:59:18,512:[generators.py:676 -            _stealer() ] test stealer thread 1 got 18 batches from mpq
DEBUG:2026-05-11 03:01:20,087:[generators.py:814 -                 gen() ] test waiting to join process 0
DEBUG:2026-05-11 03:01:20,087:[generators.py:819 -                 gen() ] test waiting to join thread 0
DEBUG:2026-05-11 03:01:20,087:[generators.py:823 -                 gen() ] test join complete for process 0
DEBUG:2026-05-11 03:01:20,087:[generators.py:814 -                 gen() ] test waiting to join process 1
DEBUG:2026-05-11 03:01:20,088:[generators.py:819 -                 gen() ] test waiting to join thread 1
DEBUG:2026-05-11 03:01:20,088:[generators.py:823 -                 gen() ] test join complete for process 1
DEBUG:2026-05-11 03:01:20,088:[generators.py:826 -                 gen() ] test Finished join for epoch
DEBUG:2026-05-11 03:01:20,088:[generators.py:828 -                 gen() ] test Ready for next epoch
INFO:2026-05-11 03:01:20,088:[predict.py:731 -             predict() ] Writing to h5 file ...
INFO:2026-05-11 03:01:21,102:[predict.py:747 -             predict() ] Elapsed Time: 126.43191814422607 secs
INFO:2026-05-11 03:01:21,102:[predict.py:751 -             predict() ] Generating predicted profile bigWigs ...
INFO:2026-05-11 03:01:21,102:[predict.py:753 -             predict() ] predictions shape - (2257, 1000, 2)
INFO:2026-05-11 03:01:21,106:[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 03:01:26,221:[predict.py:801 -             predict() ] 		min		max		median
INFO:2026-05-11 03:01:26,221:[predict.py:806 -             predict() ] mnll		0.000		0.831		0.397
INFO:2026-05-11 03:01:26,222:[predict.py:811 -             predict() ] cross_entropy	0.000		0.831		0.397
INFO:2026-05-11 03:01:26,222:[predict.py:816 -             predict() ] jsd		0.067		0.328		0.207
INFO:2026-05-11 03:01:26,222:[predict.py:821 -             predict() ] spearman	-0.049		0.427		0.111
INFO:2026-05-11 03:01:26,222:[predict.py:826 -             predict() ] pearson		-0.238		0.404		0.055
INFO:2026-05-11 03:01:26,222:[predict.py:831 -             predict() ] mse		0.079		66.440		2.180
INFO:2026-05-11 03:01:26,222:[predict.py:833 -             predict() ] ==============================================
INFO:2026-05-11 03:01:26,231:[predict.py:848 -             predict() ] counts pearson: [0.36205601 0.37123796]
INFO:2026-05-11 03:01:26,231:[predict.py:849 -             predict() ] counts spearman: [0.33486351 0.34522512]