INFO:2026-05-11 04:16:14,690:[predict.py:399 -             predict() ] SEQGEN Class Name: MBPNetSequenceGenerator
INFO:2026-05-11 04:16:16,664:[generators.py:483 -        _pad_samples() ] mode 'test': Data size (after padding 117 samples) - 24832
INFO:2026-05-11 04:16:16,670:[predict.py:460 -             predict() ] Writing predictions to predictions/KOPN8_KMT2A_N/fold_3/model_split000_predictions.h5
DEBUG:2026-05-11 04:16:16,685:[generators.py:731 -          _epoch_run() ] test spawning process 0, df size (12416, 3) sum(num_batches) 194
DEBUG:2026-05-11 04:16:16,714:[generators.py:731 -          _epoch_run() ] test spawning process 1, df size (12416, 3) sum(num_batches) 388
DEBUG:2026-05-11 04:16:16,737:[generators.py:757 -          _epoch_run() ] test num_batches list [194, 194]
DEBUG:2026-05-11 04:16:16,738:[generators.py:770 -          _epoch_run() ] test starting stealer thread 0 [194] 
DEBUG:2026-05-11 04:16:16,738:[generators.py:770 -          _epoch_run() ] test starting stealer thread 1 [194] 
DEBUG:2026-05-11 04:17:09,545:[generators.py:676 -            _stealer() ] test stealer thread 0 got 194 batches from mpq
DEBUG:2026-05-11 04:17:09,528:[generators.py:652 -        _proc_target() ] test process 0 put 194 batches into mpq
DEBUG:2026-05-11 04:17:09,591:[generators.py:676 -            _stealer() ] test stealer thread 1 got 194 batches from mpq
DEBUG:2026-05-11 04:17:09,571:[generators.py:652 -        _proc_target() ] test process 1 put 194 batches into mpq
DEBUG:2026-05-11 04:19:49,750:[generators.py:814 -                 gen() ] test waiting to join process 0
DEBUG:2026-05-11 04:19:49,750:[generators.py:819 -                 gen() ] test waiting to join thread 0
DEBUG:2026-05-11 04:19:49,751:[generators.py:823 -                 gen() ] test join complete for process 0
DEBUG:2026-05-11 04:19:49,751:[generators.py:814 -                 gen() ] test waiting to join process 1
DEBUG:2026-05-11 04:19:49,751:[generators.py:819 -                 gen() ] test waiting to join thread 1
DEBUG:2026-05-11 04:19:49,751:[generators.py:823 -                 gen() ] test join complete for process 1
DEBUG:2026-05-11 04:19:49,751:[generators.py:826 -                 gen() ] test Finished join for epoch
DEBUG:2026-05-11 04:19:49,751:[generators.py:828 -                 gen() ] test Ready for next epoch
INFO:2026-05-11 04:19:49,752:[predict.py:731 -             predict() ] Writing to h5 file ...
INFO:2026-05-11 04:20:04,136:[predict.py:747 -             predict() ] Elapsed Time: 227.46247839927673 secs
INFO:2026-05-11 04:20:04,136:[predict.py:751 -             predict() ] Generating predicted profile bigWigs ...
INFO:2026-05-11 04:20:04,136:[predict.py:753 -             predict() ] predictions shape - (24715, 1000, 2)
INFO:2026-05-11 04:20:04,140:[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 04:21:15,486:[predict.py:801 -             predict() ] 		min		max		median
INFO:2026-05-11 04:21:15,489:[predict.py:806 -             predict() ] mnll		0.000		0.969		0.557
INFO:2026-05-11 04:21:15,491:[predict.py:811 -             predict() ] cross_entropy	0.000		0.969		0.557
INFO:2026-05-11 04:21:15,493:[predict.py:816 -             predict() ] jsd		0.012		0.350		0.201
INFO:2026-05-11 04:21:15,494:[predict.py:821 -             predict() ] spearman	-0.060		0.562		0.223
INFO:2026-05-11 04:21:15,496:[predict.py:826 -             predict() ] pearson		-0.273		0.768		0.237
INFO:2026-05-11 04:21:15,497:[predict.py:831 -             predict() ] mse		0.028		39890.617		1.158
INFO:2026-05-11 04:21:15,498:[predict.py:833 -             predict() ] ==============================================
INFO:2026-05-11 04:21:15,583:[predict.py:848 -             predict() ] counts pearson: [0.58272469 0.57939199]
INFO:2026-05-11 04:21:15,583:[predict.py:849 -             predict() ] counts spearman: [0.59324374 0.58984505]