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This PR tracks changes for SAD and Diarization, and includes lot of changes which will be cleaned up in stages.

…softmax per row, copy-matrix apply-log, matrix-add-offset, matrix-dot-product
…gments_for_data, get_utt2num_frames, get_reco2num_frames, get_reco2dur, convert_ali_to_vec, quantize_vector, convert_rttm_to_utt2spk_and_segments, get_frame_shift_from_config
…reco2file_and_channel and modify subset_data_dir.sh to add more options
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