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- 2026-01-26 06:02:34,679 INFO [inference.py:630] ================================================================================
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- 2026-01-26 06:02:34,679 INFO [inference.py:631] XLSR-Transducer Inference on AMI
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- 2026-01-26 06:02:34,679 INFO [inference.py:632] ================================================================================
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- 2026-01-26 06:02:34,679 INFO [inference.py:633] Experiment dir: xlsr_transducer/exp_16gb_scd
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- 2026-01-26 06:02:34,679 INFO [inference.py:634] Output dir: xlsr_transducer/exp_16gb_scd/inference_results
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- 2026-01-26 06:02:34,679 INFO [inference.py:635] Test set: ihm
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- 2026-01-26 06:02:34,679 INFO [inference.py:636] Decoding method: modified_beam_search
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- 2026-01-26 06:02:34,679 INFO [inference.py:638] Beam size: 4
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- 2026-01-26 06:02:34,679 INFO [inference.py:639] Max states: 64
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- 2026-01-26 06:02:34,680 INFO [inference.py:640] Max symbols per frame: 3
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- 2026-01-26 06:02:34,680 INFO [inference.py:644] Device: cuda:0
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- 2026-01-26 06:02:34,680 INFO [inference.py:647] Loading BPE model from data/lang_bpe_500_scd
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- 2026-01-26 06:02:34,681 INFO [inference.py:655] Vocabulary size: 500
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- 2026-01-26 06:02:34,681 INFO [inference.py:656] Blank ID: 0
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- 2026-01-26 06:02:34,681 INFO [inference.py:659] Creating model
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- 2026-01-26 06:02:36,292 INFO [inference.py:666] Loading checkpoint: xlsr_transducer/exp_16gb_scd/best-valid-loss.pt
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- 2026-01-26 06:02:36,293 INFO [checkpoint.py:111] Loading checkpoint from xlsr_transducer/exp_16gb_scd/best-valid-loss.pt
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- 2026-01-26 06:02:42,168 INFO [inference.py:695] Number of model parameters: 317,511,772
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- 2026-01-26 06:02:42,168 INFO [inference.py:698] Loading test data
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- 2026-01-26 06:02:42,168 INFO [asr_datamodule.py:448] About to get AMI IHM test cuts with [SCD] tokens
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- 2026-01-26 06:02:43,277 INFO [inference.py:709] Number of test utterances: 6676
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- 2026-01-26 06:02:43,278 INFO [inference.py:712] Starting inference...
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- 2026-01-26 06:02:43,278 INFO [inference.py:713] Note: First batch may take longer due to GPU warmup
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- 2026-01-26 06:02:44,374 INFO [inference.py:728]
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- ============================================================
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- 2026-01-26 06:02:44,375 INFO [inference.py:729] Processing batch 1
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- 2026-01-26 06:02:44,375 INFO [inference.py:735] Batch size: 6
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- 2026-01-26 06:02:44,375 INFO [inference.py:753] Starting decoding for this batch...
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- 2026-01-26 06:02:45,363 INFO [inference.py:299] Beam search: Processing 6 utterances
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- 2026-01-26 06:02:45,363 INFO [inference.py:305] Utterance 1/6: 769 frames
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- 2026-01-26 06:02:45,363 INFO [inference.py:312] Frame 0/769, |B|=1
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- 2026-01-26 06:02:45,503 INFO [inference.py:362] After initial expansion: |A|=5
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- 2026-01-26 06:02:56,567 INFO [inference.py:362] After initial expansion: |A|=320
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- 2026-01-26 06:04:07,525 INFO [inference.py:455] Utterance 1 result: 2 tokens
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- 2026-01-26 06:04:07,525 INFO [inference.py:305] Utterance 2/6: 764 frames
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