Real-data LSTM run summary ========================== DEVICE: cuda:1 NOISE_DIR: /local/data/reem/O3REPLAY/H1/CLEANED_128HZ_NOISE_ONLY_GAUSS_PASSED_20FLOW SIGNAL_DIR: /local/data/reem/O3REPLAY/H1/CLEANED_128HZ_SIGNAL_ONLY_20Flow INJECTION_FILE: /local/data/reem/O3REPLAY/H1/injections-minSNR-4.hdf5 MODEL_PATH: /home/reem/lstm-project/lstm-code/pycbc/training_part/H_avarage_psd_mass_uniform_NEW_DATA_350epoch-LSTM_model_NS_data_-100files-new_psd-CosineAnneal.path OUTDIR: /data/www.astro/reem/MDC/CBC_EVENT_ANALYSIS_RESTART_EACH_FILE_DIFF_NOISE FS: 128 N_INPUTS: 64 STEP_DT: 0.5 CHUNK_STEPS: 200 Restart hidden state: no; hidden state is kept continuous across 4096 s files Different noise-only background: yes NOISE_ONLY_OFFSET: 1 FAR target Hz: 1.1574074074074073e-05 Chosen threshold p_thr: 0.992 Measured FAR Hz: 0.0024529877796608795 Measured FAR per day: 211.93814416269998 Noise crossings: 2420 Rows saved: 14301 Summary by type: BNS: {'total': 5942, 'clean': 478, 'ambiguous': 120, 'missed': 5344} BBH: {'total': 3291, 'clean': 272, 'ambiguous': 84, 'missed': 2935} NSBH: {'total': 5068, 'clean': 414, 'ambiguous': 106, 'missed': 4548}