Delete exp/kmeans

exp/kmeans/38epoch.pth

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:b91c6c6027112bb61f33bb323d7392e7cc6830e9c79960029f84dafa8504d40c
-size 2306232525

exp/kmeans/config.yaml

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-config: conf/tuning/train_ssl_espnethubert_ebf_ce_large_p3.yaml
-print_config: false
-log_level: INFO
-drop_last_iter: true
-dry_run: false
-iterator_type: sequence
-valid_iterator_type: null
-output_dir: exp_900k/hubert_iter2_train_ssl_espnethubert_ebf_ce_large_p3_raw
-ngpu: 1
-seed: 1
-num_workers: 4
-num_att_plot: 0
-dist_backend: nccl
-dist_init_method: env://
-dist_world_size: 4
-dist_rank: 0
-local_rank: 0
-dist_master_addr: localhost
-dist_master_port: 38545
-dist_launcher: null
-multiprocessing_distributed: true
-unused_parameters: false
-sharded_ddp: false
-static_graph: true
-gradient_as_bucket_view: true
-broadcast_buffers: false
-bucket_cap_mb: 10
-compress_gradients: true
-cudnn_enabled: true
-cudnn_benchmark: false
-cudnn_deterministic: false
-collect_stats: false
-write_collected_feats: false
-max_epoch: 38
-patience: null
-val_scheduler_criterion:
-- valid
-- loss
-early_stopping_criterion:
-- valid
-- loss
-- min
-best_model_criterion:
--   - valid
-    - hubert_losses_m_18
-    - min
-keep_nbest_models: 5
-nbest_averaging_interval: 0
-grad_clip: 10.0
-grad_clip_type: 2.0
-grad_noise: false
-accum_grad: 1
-no_forward_run: false
-resume: true
-train_dtype: float32
-use_amp: true
-log_interval: null
-use_matplotlib: true
-use_tensorboard: false
-create_graph_in_tensorboard: false
-use_wandb: false
-wandb_project: null
-wandb_id: null
-wandb_entity: null
-wandb_name: null
-wandb_model_log_interval: -1
-detect_anomaly: false
-use_adapter: false
-adapter: lora
-save_strategy: all
-adapter_conf: {}
-pretrain_path: null
-init_param: []
-ignore_init_mismatch: false
-freeze_param: []
-num_iters_per_epoch: null
-batch_size: 20
-valid_batch_size: null
-batch_bins: 1600000
-valid_batch_bins: null
-train_shape_file:
-- exp_900k/hubert_iter2_stats_raw/splits200/speech_shape
-valid_shape_file:
-- exp_900k/hubert_iter2_stats_raw/valid/speech_shape
-batch_type: grouped
-valid_batch_type: null
-fold_length:
-- 80000
-- 400
-sort_in_batch: descending
-shuffle_within_batch: false
-sort_batch: descending
-multiple_iterator: true
-validate_each_iter_factory: true
-chunk_length: 500
-chunk_shift_ratio: 0.5
-num_cache_chunks: 1024
-chunk_excluded_key_prefixes: []
-chunk_default_fs: null
-train_data_path_and_name_and_type:
--   - exp_900k/hubert_iter2_stats_raw/splits200/wav.scp
-    - speech
-    - kaldi_ark
--   - exp_900k/hubert_iter2_stats_raw/splits200/text
-    - text
-    - text
-valid_data_path_and_name_and_type:
--   - dump/raw/de_cp_dev/wav.scp
-    - speech
-    - kaldi_ark
--   - dump/raw/de_cp_dev/text
-    - text
-    - text
-allow_variable_data_keys: false
-max_cache_size: 0.0
-max_cache_fd: 32
-allow_multi_rates: false
-valid_max_cache_size: null
-exclude_weight_decay: false
-exclude_weight_decay_conf: {}
-optim: adam
-optim_conf:
-    lr: 0.0003
-scheduler: warmuplr
-scheduler_conf:
-    warmup_steps: 32000
-token_list:
-- '0'
-- '1'
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-- '1090'
-- '1091'
-- '1092'
-- '1093'
-- '1094'
-- '1095'
-- '1096'
-- '1097'
-- '1098'
-- '1099'
-- '1100'
-- '1101'
-- '1102'
-- '1103'
-- '1104'
-- '1105'
-- '1106'
-- '1107'
-- '1108'
-- '1109'
-- '1110'
-- '1111'
-- '1112'
-- '1113'
-- '1114'
-- '1115'
-- '1116'
-- '1117'
-- '1118'
-- '1119'
-- '1120'
-- '1121'
-- '1122'
-- '1123'
-- '1124'
-- '1125'
-- '1126'
-- '1127'
-- '1128'
-- '1129'
-- '1130'
-- '1131'
-- '1132'
-- '1133'
-- '1134'
-- '1135'
-- '1136'
-- '1137'
-- '1138'
-- '1139'
-- '1140'
-- '1141'
-- '1142'
-- '1143'
-- '1144'
-- '1145'
-- '1146'
-- '1147'
-- '1148'
-- '1149'
-- '1150'
-- '1151'
-- '1152'
-- '1153'
-- '1154'
-- '1155'
-- '1156'
-- '1157'
-- '1158'
-- '1159'
-- '1160'
-- '1161'
-- '1162'
-- '1163'
-- '1164'
-- '1165'
-- '1166'
-- '1167'
-- '1168'
-- '1169'
-- '1170'
-- '1171'
-- '1172'
-- '1173'
-- '1174'
-- '1175'
-- '1176'
-- '1177'
-- '1178'
-- '1179'
-- '1180'
-- '1181'
-- '1182'
-- '1183'
-- '1184'
-- '1185'
-- '1186'
-- '1187'
-- '1188'
-- '1189'
-- '1190'
-- '1191'
-- '1192'
-- '1193'
-- '1194'
-- '1195'
-- '1196'
-- '1197'
-- '1198'
-- '1199'
-- '1200'
-- '1201'
-- '1202'
-- '1203'
-- '1204'
-- '1205'
-- '1206'
-- '1207'
-- '1208'
-- '1209'
-- '1210'
-- '1211'
-- '1212'
-- '1213'
-- '1214'
-- '1215'
-- '1216'
-- '1217'
-- '1218'
-- '1219'
-- '1220'
-- '1221'
-- '1222'
-- '1223'
-- '1224'
-- '1225'
-- '1226'
-- '1227'
-- '1228'
-- '1229'
-- '1230'
-- '1231'
-- '1232'
-- '1233'
-- '1234'
-- '1235'
-- '1236'
-- '1237'
-- '1238'
-- '1239'
-- '1240'
-- '1241'
-- '1242'
-- '1243'
-- '1244'
-- '1245'
-- '1246'
-- '1247'
-- '1248'
-- '1249'
-- '1250'
-- '1251'
-- '1252'
-- '1253'
-- '1254'
-- '1255'
-- '1256'
-- '1257'
-- '1258'
-- '1259'
-- '1260'
-- '1261'
-- '1262'
-- '1263'
-- '1264'
-- '1265'
-- '1266'
-- '1267'
-- '1268'
-- '1269'
-- '1270'
-- '1271'
-- '1272'
-- '1273'
-- '1274'
-- '1275'
-- '1276'
-- '1277'
-- '1278'
-- '1279'
-- '1280'
-- '1281'
-- '1282'
-- '1283'
-- '1284'
-- '1285'
-- '1286'
-- '1287'
-- '1288'
-- '1289'
-- '1290'
-- '1291'
-- '1292'
-- '1293'
-- '1294'
-- '1295'
-- '1296'
-- '1297'
-- '1298'
-- '1299'
-- '1300'
-- '1301'
-- '1302'
-- '1303'
-- '1304'
-- '1305'
-- '1306'
-- '1307'
-- '1308'
-- '1309'
-- '1310'
-- '1311'
-- '1312'
-- '1313'
-- '1314'
-- '1315'
-- '1316'
-- '1317'
-- '1318'
-- '1319'
-- '1320'
-- '1321'
-- '1322'
-- '1323'
-- '1324'
-- '1325'
-- '1326'
-- '1327'
-- '1328'
-- '1329'
-- '1330'
-- '1331'
-- '1332'
-- '1333'
-- '1334'
-- '1335'
-- '1336'
-- '1337'
-- '1338'
-- '1339'
-- '1340'
-- '1341'
-- '1342'
-- '1343'
-- '1344'
-- '1345'
-- '1346'
-- '1347'
-- '1348'
-- '1349'
-- '1350'
-- '1351'
-- '1352'
-- '1353'
-- '1354'
-- '1355'
-- '1356'
-- '1357'
-- '1358'
-- '1359'
-- '1360'
-- '1361'
-- '1362'
-- '1363'
-- '1364'
-- '1365'
-- '1366'
-- '1367'
-- '1368'
-- '1369'
-- '1370'
-- '1371'
-- '1372'
-- '1373'
-- '1374'
-- '1375'
-- '1376'
-- '1377'
-- '1378'
-- '1379'
-- '1380'
-- '1381'
-- '1382'
-- '1383'
-- '1384'
-- '1385'
-- '1386'
-- '1387'
-- '1388'
-- '1389'
-- '1390'
-- '1391'
-- '1392'
-- '1393'
-- '1394'
-- '1395'
-- '1396'
-- '1397'
-- '1398'
-- '1399'
-- '1400'
-- '1401'
-- '1402'
-- '1403'
-- '1404'
-- '1405'
-- '1406'
-- '1407'
-- '1408'
-- '1409'
-- '1410'
-- '1411'
-- '1412'
-- '1413'
-- '1414'
-- '1415'
-- '1416'
-- '1417'
-- '1418'
-- '1419'
-- '1420'
-- '1421'
-- '1422'
-- '1423'
-- '1424'
-- '1425'
-- '1426'
-- '1427'
-- '1428'
-- '1429'
-- '1430'
-- '1431'
-- '1432'
-- '1433'
-- '1434'
-- '1435'
-- '1436'
-- '1437'
-- '1438'
-- '1439'
-- '1440'
-- '1441'
-- '1442'
-- '1443'
-- '1444'
-- '1445'
-- '1446'
-- '1447'
-- '1448'
-- '1449'
-- '1450'
-- '1451'
-- '1452'
-- '1453'
-- '1454'
-- '1455'
-- '1456'
-- '1457'
-- '1458'
-- '1459'
-- '1460'
-- '1461'
-- '1462'
-- '1463'
-- '1464'
-- '1465'
-- '1466'
-- '1467'
-- '1468'
-- '1469'
-- '1470'
-- '1471'
-- '1472'
-- '1473'
-- '1474'
-- '1475'
-- '1476'
-- '1477'
-- '1478'
-- '1479'
-- '1480'
-- '1481'
-- '1482'
-- '1483'
-- '1484'
-- '1485'
-- '1486'
-- '1487'
-- '1488'
-- '1489'
-- '1490'
-- '1491'
-- '1492'
-- '1493'
-- '1494'
-- '1495'
-- '1496'
-- '1497'
-- '1498'
-- '1499'
-- '1500'
-- '1501'
-- '1502'
-- '1503'
-- '1504'
-- '1505'
-- '1506'
-- '1507'
-- '1508'
-- '1509'
-- '1510'
-- '1511'
-- '1512'
-- '1513'
-- '1514'
-- '1515'
-- '1516'
-- '1517'
-- '1518'
-- '1519'
-- '1520'
-- '1521'
-- '1522'
-- '1523'
-- '1524'
-- '1525'
-- '1526'
-- '1527'
-- '1528'
-- '1529'
-- '1530'
-- '1531'
-- '1532'
-- '1533'
-- '1534'
-- '1535'
-- '1536'
-- '1537'
-- '1538'
-- '1539'
-- '1540'
-- '1541'
-- '1542'
-- '1543'
-- '1544'
-- '1545'
-- '1546'
-- '1547'
-- '1548'
-- '1549'
-- '1550'
-- '1551'
-- '1552'
-- '1553'
-- '1554'
-- '1555'
-- '1556'
-- '1557'
-- '1558'
-- '1559'
-- '1560'
-- '1561'
-- '1562'
-- '1563'
-- '1564'
-- '1565'
-- '1566'
-- '1567'
-- '1568'
-- '1569'
-- '1570'
-- '1571'
-- '1572'
-- '1573'
-- '1574'
-- '1575'
-- '1576'
-- '1577'
-- '1578'
-- '1579'
-- '1580'
-- '1581'
-- '1582'
-- '1583'
-- '1584'
-- '1585'
-- '1586'
-- '1587'
-- '1588'
-- '1589'
-- '1590'
-- '1591'
-- '1592'
-- '1593'
-- '1594'
-- '1595'
-- '1596'
-- '1597'
-- '1598'
-- '1599'
-- '1600'
-- '1601'
-- '1602'
-- '1603'
-- '1604'
-- '1605'
-- '1606'
-- '1607'
-- '1608'
-- '1609'
-- '1610'
-- '1611'
-- '1612'
-- '1613'
-- '1614'
-- '1615'
-- '1616'
-- '1617'
-- '1618'
-- '1619'
-- '1620'
-- '1621'
-- '1622'
-- '1623'
-- '1624'
-- '1625'
-- '1626'
-- '1627'
-- '1628'
-- '1629'
-- '1630'
-- '1631'
-- '1632'
-- '1633'
-- '1634'
-- '1635'
-- '1636'
-- '1637'
-- '1638'
-- '1639'
-- '1640'
-- '1641'
-- '1642'
-- '1643'
-- '1644'
-- '1645'
-- '1646'
-- '1647'
-- '1648'
-- '1649'
-- '1650'
-- '1651'
-- '1652'
-- '1653'
-- '1654'
-- '1655'
-- '1656'
-- '1657'
-- '1658'
-- '1659'
-- '1660'
-- '1661'
-- '1662'
-- '1663'
-- '1664'
-- '1665'
-- '1666'
-- '1667'
-- '1668'
-- '1669'
-- '1670'
-- '1671'
-- '1672'
-- '1673'
-- '1674'
-- '1675'
-- '1676'
-- '1677'
-- '1678'
-- '1679'
-- '1680'
-- '1681'
-- '1682'
-- '1683'
-- '1684'
-- '1685'
-- '1686'
-- '1687'
-- '1688'
-- '1689'
-- '1690'
-- '1691'
-- '1692'
-- '1693'
-- '1694'
-- '1695'
-- '1696'
-- '1697'
-- '1698'
-- '1699'
-- '1700'
-- '1701'
-- '1702'
-- '1703'
-- '1704'
-- '1705'
-- '1706'
-- '1707'
-- '1708'
-- '1709'
-- '1710'
-- '1711'
-- '1712'
-- '1713'
-- '1714'
-- '1715'
-- '1716'
-- '1717'
-- '1718'
-- '1719'
-- '1720'
-- '1721'
-- '1722'
-- '1723'
-- '1724'
-- '1725'
-- '1726'
-- '1727'
-- '1728'
-- '1729'
-- '1730'
-- '1731'
-- '1732'
-- '1733'
-- '1734'
-- '1735'
-- '1736'
-- '1737'
-- '1738'
-- '1739'
-- '1740'
-- '1741'
-- '1742'
-- '1743'
-- '1744'
-- '1745'
-- '1746'
-- '1747'
-- '1748'
-- '1749'
-- '1750'
-- '1751'
-- '1752'
-- '1753'
-- '1754'
-- '1755'
-- '1756'
-- '1757'
-- '1758'
-- '1759'
-- '1760'
-- '1761'
-- '1762'
-- '1763'
-- '1764'
-- '1765'
-- '1766'
-- '1767'
-- '1768'
-- '1769'
-- '1770'
-- '1771'
-- '1772'
-- '1773'
-- '1774'
-- '1775'
-- '1776'
-- '1777'
-- '1778'
-- '1779'
-- '1780'
-- '1781'
-- '1782'
-- '1783'
-- '1784'
-- '1785'
-- '1786'
-- '1787'
-- '1788'
-- '1789'
-- '1790'
-- '1791'
-- '1792'
-- '1793'
-- '1794'
-- '1795'
-- '1796'
-- '1797'
-- '1798'
-- '1799'
-- '1800'
-- '1801'
-- '1802'
-- '1803'
-- '1804'
-- '1805'
-- '1806'
-- '1807'
-- '1808'
-- '1809'
-- '1810'
-- '1811'
-- '1812'
-- '1813'
-- '1814'
-- '1815'
-- '1816'
-- '1817'
-- '1818'
-- '1819'
-- '1820'
-- '1821'
-- '1822'
-- '1823'
-- '1824'
-- '1825'
-- '1826'
-- '1827'
-- '1828'
-- '1829'
-- '1830'
-- '1831'
-- '1832'
-- '1833'
-- '1834'
-- '1835'
-- '1836'
-- '1837'
-- '1838'
-- '1839'
-- '1840'
-- '1841'
-- '1842'
-- '1843'
-- '1844'
-- '1845'
-- '1846'
-- '1847'
-- '1848'
-- '1849'
-- '1850'
-- '1851'
-- '1852'
-- '1853'
-- '1854'
-- '1855'
-- '1856'
-- '1857'
-- '1858'
-- '1859'
-- '1860'
-- '1861'
-- '1862'
-- '1863'
-- '1864'
-- '1865'
-- '1866'
-- '1867'
-- '1868'
-- '1869'
-- '1870'
-- '1871'
-- '1872'
-- '1873'
-- '1874'
-- '1875'
-- '1876'
-- '1877'
-- '1878'
-- '1879'
-- '1880'
-- '1881'
-- '1882'
-- '1883'
-- '1884'
-- '1885'
-- '1886'
-- '1887'
-- '1888'
-- '1889'
-- '1890'
-- '1891'
-- '1892'
-- '1893'
-- '1894'
-- '1895'
-- '1896'
-- '1897'
-- '1898'
-- '1899'
-- '1900'
-- '1901'
-- '1902'
-- '1903'
-- '1904'
-- '1905'
-- '1906'
-- '1907'
-- '1908'
-- '1909'
-- '1910'
-- '1911'
-- '1912'
-- '1913'
-- '1914'
-- '1915'
-- '1916'
-- '1917'
-- '1918'
-- '1919'
-- '1920'
-- '1921'
-- '1922'
-- '1923'
-- '1924'
-- '1925'
-- '1926'
-- '1927'
-- '1928'
-- '1929'
-- '1930'
-- '1931'
-- '1932'
-- '1933'
-- '1934'
-- '1935'
-- '1936'
-- '1937'
-- '1938'
-- '1939'
-- '1940'
-- '1941'
-- '1942'
-- '1943'
-- '1944'
-- '1945'
-- '1946'
-- '1947'
-- '1948'
-- '1949'
-- '1950'
-- '1951'
-- '1952'
-- '1953'
-- '1954'
-- '1955'
-- '1956'
-- '1957'
-- '1958'
-- '1959'
-- '1960'
-- '1961'
-- '1962'
-- '1963'
-- '1964'
-- '1965'
-- '1966'
-- '1967'
-- '1968'
-- '1969'
-- '1970'
-- '1971'
-- '1972'
-- '1973'
-- '1974'
-- '1975'
-- '1976'
-- '1977'
-- '1978'
-- '1979'
-- '1980'
-- '1981'
-- '1982'
-- '1983'
-- '1984'
-- '1985'
-- '1986'
-- '1987'
-- '1988'
-- '1989'
-- '1990'
-- '1991'
-- '1992'
-- '1993'
-- '1994'
-- '1995'
-- '1996'
-- '1997'
-- '1998'
-- '1999'
-- '2000'
-- '2001'
-- '2002'
-- '2003'
-- '2004'
-- '2005'
-- '2006'
-- '2007'
-- '2008'
-- '2009'
-- '2010'
-- '2011'
-- '2012'
-- '2013'
-- '2014'
-- '2015'
-- '2016'
-- '2017'
-- '2018'
-- '2019'
-- '2020'
-- '2021'
-- '2022'
-- '2023'
-- '2024'
-- '2025'
-- '2026'
-- '2027'
-- '2028'
-- '2029'
-- '2030'
-- '2031'
-- '2032'
-- '2033'
-- '2034'
-- '2035'
-- '2036'
-- '2037'
-- '2038'
-- '2039'
-- '2040'
-- '2041'
-- '2042'
-- '2043'
-- '2044'
-- '2045'
-- '2046'
-- '2047'
-- <unk>
-- <sos/eos>
-init: xavier_uniform
-collate_fn_conf:
-    label_downsampling: 1
-    pad: false
-    rand_crop: true
-    crop_audio: true
-    mix_speech: true
-    noise_apply_prob: 0.2
-    dynamic_mixing_prob: 0.5
-    reverb_speech: true
-    rir_apply_prob: 0.3
-input_size: null
-num_classes: 2048
-use_preprocessor: true
-token_type: word
-bpemodel: null
-non_linguistic_symbols: null
-cleaner: null
-g2p: null
-speech_volume_normalize: null
-rir_scp: null
-rir_apply_prob: 1.0
-noise_scp: null
-noise_apply_prob: 1.0
-noise_db_range: '13_15'
-pred_masked_weight: 1.0
-pred_nomask_weight: 0.0
-loss_weights: 0.0
-frontend: wav2vec_cnn
-frontend_conf:
-    norm_mode: layer_norm
-    conv_mode: standard
-    bias: true
-    normalize_audio: true
-    fs: 16k
-specaug: null
-specaug_conf: {}
-normalize: null
-normalize_conf: {}
-preencoder: linear
-preencoder_conf:
-    output_size: 1024
-encoder: e_branchformer
-encoder_conf:
-    output_size: 1024
-    attention_heads: 8
-    attention_layer_type: selfattn
-    pos_enc_layer_type: conv
-    rel_pos_type: latest
-    cgmlp_linear_units: 4096
-    cgmlp_conv_kernel: 31
-    use_linear_after_conv: false
-    gate_activation: identity
-    num_blocks: 19
-    dropout_rate: 0.1
-    positional_dropout_rate: 0.1
-    attention_dropout_rate: 0.1
-    input_layer: wav2vec
-    layer_drop_rate: 0.0
-    linear_units: 4096
-    positionwise_layer_type: linear
-    macaron_ffn: true
-    use_ffn: true
-    merge_conv_kernel: 31
-    use_flash_attn: false
-    activation_ckpt: true
-model: espnet
-model_conf:
-    feature_grad_mult: 0.1
-masker: hubert
-masker_conf:
-    mask_prob: 0.8
-    mask_selection: uniform #static
-    mask_other: 0.0
-    mask_length: 10
-    no_mask_overlap: false
-    mask_min_space: 1
-    mask_channel_prob: 0.0
-    mask_channel_selection: static
-    mask_channel_other: 0.0
-    mask_channel_length: 10
-    no_mask_channel_overlap: false
-    mask_channel_min_space: 0
-loss: hubert_ce
-loss_conf:
-    num_classes: 2048
-    final_dim: 768
-    layers:
-    - 18
-    layer_weights:
-    - 1.0
-required:
-- output_dir
-- token_list
-version: '202402'
-distributed: true

exp/kmeans/distinct_cjk_token_lists

@@ -1,2000 +0,0 @@
-0 一
-1 丁
-2 丂
-3 七
-4 丄
-5 丅
-6 丆
-7 万
-8 丈
-9 三
-10 上
-11 下
-12 丌
-13 不
-14 与
-15 丏
-16 丐
-17 丑
-18 丒
-19 专
-20 且
-21 丕
-22 世
-23 丗
-24 丘
-25 丙
-26 业
-27 丛
-28 东
-29 丝
-30 丞
-31 丟
-32 丠
-33 両
-34 丢
-35 丣
-36 两
-37 严
-38 並
-39 丧
-40 丨
-41 丩
-42 个
-43 丫
-44 丬
-45 中
-46 丮
-47 丯
-48 丰
-49 丱
-50 串
-51 丳
-52 临
-53 丵
-54 丶
-55 丷
-56 丸
-57 丹
-58 为
-59 主
-60 丼
-61 丽
-62 举
-63 丿
-64 乀
-65 乁
-66 乂
-67 乃
-68 乄
-69 久
-70 乆
-71 乇
-72 么
-73 义
-74 乊
-75 之
-76 乌
-77 乍
-78 乎
-79 乏
-80 乐
-81 乑
-82 乒
-83 乓
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exp/kmeans/xeus_18_5000clusters/km_5000.mdl

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