explcre commited on
Commit
24400ed
·
verified ·
1 Parent(s): 86a431e

Upload runs/imgkd_gap/cifar100_baselines/gap_r50_mbv2_seed5DISTILLER.TEACHER:ResNet50,DISTILLER.STUDENT:MobileNetV2,SOLVER.LR:0.01/worklog.txt with huggingface_hub

Browse files
runs/imgkd_gap/cifar100_baselines/gap_r50_mbv2_seed5DISTILLER.TEACHER:ResNet50,DISTILLER.STUDENT:MobileNetV2,SOLVER.LR:0.01/worklog.txt CHANGED
@@ -1339,3 +1339,823 @@ test_acc: 59.09
1339
  test_acc_top5: 86.13
1340
  test_loss: 2.20
1341
  -------------------------
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1339
  test_acc_top5: 86.13
1340
  test_loss: 2.20
1341
  -------------------------
1342
+ -------------------------
1343
+ epoch: 150
1344
+ lr: 0.01
1345
+ train_acc: 64.94
1346
+ train_loss: 3.81
1347
+ test_acc: 59.26
1348
+ test_acc_top5: 86.16
1349
+ test_loss: 2.16
1350
+ -------------------------
1351
+ -------------------------
1352
+ epoch: 151
1353
+ lr: 0.00
1354
+ train_acc: 72.16
1355
+ train_loss: 3.04
1356
+ test_acc: 65.99
1357
+ test_acc_top5: 89.60
1358
+ test_loss: 1.76
1359
+ -------------------------
1360
+ -------------------------
1361
+ epoch: 152
1362
+ lr: 0.00
1363
+ train_acc: 74.31
1364
+ train_loss: 2.81
1365
+ test_acc: 66.10
1366
+ test_acc_top5: 89.72
1367
+ test_loss: 1.75
1368
+ -------------------------
1369
+ -------------------------
1370
+ epoch: 153
1371
+ lr: 0.00
1372
+ train_acc: 75.52
1373
+ train_loss: 2.68
1374
+ test_acc: 66.55
1375
+ test_acc_top5: 90.00
1376
+ test_loss: 1.73
1377
+ -------------------------
1378
+ -------------------------
1379
+ epoch: 154
1380
+ lr: 0.00
1381
+ train_acc: 76.02
1382
+ train_loss: 2.63
1383
+ test_acc: 66.76
1384
+ test_acc_top5: 89.90
1385
+ test_loss: 1.73
1386
+ -------------------------
1387
+ -------------------------
1388
+ epoch: 155
1389
+ lr: 0.00
1390
+ train_acc: 76.64
1391
+ train_loss: 2.59
1392
+ test_acc: 67.15
1393
+ test_acc_top5: 89.78
1394
+ test_loss: 1.72
1395
+ -------------------------
1396
+ -------------------------
1397
+ epoch: 156
1398
+ lr: 0.00
1399
+ train_acc: 77.09
1400
+ train_loss: 2.53
1401
+ test_acc: 67.19
1402
+ test_acc_top5: 90.17
1403
+ test_loss: 1.70
1404
+ -------------------------
1405
+ -------------------------
1406
+ epoch: 157
1407
+ lr: 0.00
1408
+ train_acc: 77.60
1409
+ train_loss: 2.51
1410
+ test_acc: 67.29
1411
+ test_acc_top5: 90.00
1412
+ test_loss: 1.71
1413
+ -------------------------
1414
+ -------------------------
1415
+ epoch: 158
1416
+ lr: 0.00
1417
+ train_acc: 77.80
1418
+ train_loss: 2.49
1419
+ test_acc: 66.91
1420
+ test_acc_top5: 90.11
1421
+ test_loss: 1.70
1422
+ -------------------------
1423
+ -------------------------
1424
+ epoch: 159
1425
+ lr: 0.00
1426
+ train_acc: 77.90
1427
+ train_loss: 2.47
1428
+ test_acc: 67.07
1429
+ test_acc_top5: 90.23
1430
+ test_loss: 1.72
1431
+ -------------------------
1432
+ -------------------------
1433
+ epoch: 160
1434
+ lr: 0.00
1435
+ train_acc: 78.12
1436
+ train_loss: 2.45
1437
+ test_acc: 67.09
1438
+ test_acc_top5: 90.01
1439
+ test_loss: 1.69
1440
+ -------------------------
1441
+ -------------------------
1442
+ epoch: 161
1443
+ lr: 0.00
1444
+ train_acc: 78.46
1445
+ train_loss: 2.42
1446
+ test_acc: 67.38
1447
+ test_acc_top5: 90.35
1448
+ test_loss: 1.70
1449
+ -------------------------
1450
+ -------------------------
1451
+ epoch: 162
1452
+ lr: 0.00
1453
+ train_acc: 78.68
1454
+ train_loss: 2.40
1455
+ test_acc: 67.35
1456
+ test_acc_top5: 90.08
1457
+ test_loss: 1.70
1458
+ -------------------------
1459
+ -------------------------
1460
+ epoch: 163
1461
+ lr: 0.00
1462
+ train_acc: 78.85
1463
+ train_loss: 2.40
1464
+ test_acc: 67.23
1465
+ test_acc_top5: 89.98
1466
+ test_loss: 1.72
1467
+ -------------------------
1468
+ -------------------------
1469
+ epoch: 164
1470
+ lr: 0.00
1471
+ train_acc: 79.11
1472
+ train_loss: 2.37
1473
+ test_acc: 67.50
1474
+ test_acc_top5: 90.24
1475
+ test_loss: 1.71
1476
+ -------------------------
1477
+ -------------------------
1478
+ epoch: 165
1479
+ lr: 0.00
1480
+ train_acc: 79.25
1481
+ train_loss: 2.35
1482
+ test_acc: 67.72
1483
+ test_acc_top5: 90.12
1484
+ test_loss: 1.70
1485
+ -------------------------
1486
+ -------------------------
1487
+ epoch: 166
1488
+ lr: 0.00
1489
+ train_acc: 79.57
1490
+ train_loss: 2.32
1491
+ test_acc: 67.47
1492
+ test_acc_top5: 90.16
1493
+ test_loss: 1.70
1494
+ -------------------------
1495
+ -------------------------
1496
+ epoch: 167
1497
+ lr: 0.00
1498
+ train_acc: 79.77
1499
+ train_loss: 2.32
1500
+ test_acc: 67.45
1501
+ test_acc_top5: 90.21
1502
+ test_loss: 1.70
1503
+ -------------------------
1504
+ -------------------------
1505
+ epoch: 168
1506
+ lr: 0.00
1507
+ train_acc: 79.63
1508
+ train_loss: 2.31
1509
+ test_acc: 67.83
1510
+ test_acc_top5: 90.30
1511
+ test_loss: 1.69
1512
+ -------------------------
1513
+ -------------------------
1514
+ epoch: 169
1515
+ lr: 0.00
1516
+ train_acc: 80.18
1517
+ train_loss: 2.30
1518
+ test_acc: 67.89
1519
+ test_acc_top5: 90.24
1520
+ test_loss: 1.70
1521
+ -------------------------
1522
+ -------------------------
1523
+ epoch: 170
1524
+ lr: 0.00
1525
+ train_acc: 80.35
1526
+ train_loss: 2.28
1527
+ test_acc: 67.93
1528
+ test_acc_top5: 90.27
1529
+ test_loss: 1.69
1530
+ -------------------------
1531
+ -------------------------
1532
+ epoch: 171
1533
+ lr: 0.00
1534
+ train_acc: 80.30
1535
+ train_loss: 2.27
1536
+ test_acc: 67.81
1537
+ test_acc_top5: 90.42
1538
+ test_loss: 1.69
1539
+ -------------------------
1540
+ -------------------------
1541
+ epoch: 172
1542
+ lr: 0.00
1543
+ train_acc: 80.14
1544
+ train_loss: 2.29
1545
+ test_acc: 67.48
1546
+ test_acc_top5: 90.31
1547
+ test_loss: 1.69
1548
+ -------------------------
1549
+ -------------------------
1550
+ epoch: 173
1551
+ lr: 0.00
1552
+ train_acc: 80.61
1553
+ train_loss: 2.26
1554
+ test_acc: 67.33
1555
+ test_acc_top5: 90.28
1556
+ test_loss: 1.71
1557
+ -------------------------
1558
+ -------------------------
1559
+ epoch: 174
1560
+ lr: 0.00
1561
+ train_acc: 80.56
1562
+ train_loss: 2.25
1563
+ test_acc: 67.87
1564
+ test_acc_top5: 90.22
1565
+ test_loss: 1.70
1566
+ -------------------------
1567
+ -------------------------
1568
+ epoch: 175
1569
+ lr: 0.00
1570
+ train_acc: 80.77
1571
+ train_loss: 2.25
1572
+ test_acc: 67.45
1573
+ test_acc_top5: 90.32
1574
+ test_loss: 1.72
1575
+ -------------------------
1576
+ -------------------------
1577
+ epoch: 176
1578
+ lr: 0.00
1579
+ train_acc: 80.91
1580
+ train_loss: 2.24
1581
+ test_acc: 67.97
1582
+ test_acc_top5: 90.14
1583
+ test_loss: 1.70
1584
+ -------------------------
1585
+ -------------------------
1586
+ epoch: 177
1587
+ lr: 0.00
1588
+ train_acc: 81.07
1589
+ train_loss: 2.22
1590
+ test_acc: 68.07
1591
+ test_acc_top5: 90.31
1592
+ test_loss: 1.70
1593
+ -------------------------
1594
+ -------------------------
1595
+ epoch: 178
1596
+ lr: 0.00
1597
+ train_acc: 81.06
1598
+ train_loss: 2.20
1599
+ test_acc: 67.57
1600
+ test_acc_top5: 90.29
1601
+ test_loss: 1.71
1602
+ -------------------------
1603
+ -------------------------
1604
+ epoch: 179
1605
+ lr: 0.00
1606
+ train_acc: 81.11
1607
+ train_loss: 2.21
1608
+ test_acc: 67.74
1609
+ test_acc_top5: 90.16
1610
+ test_loss: 1.71
1611
+ -------------------------
1612
+ -------------------------
1613
+ epoch: 180
1614
+ lr: 0.00
1615
+ train_acc: 81.49
1616
+ train_loss: 2.19
1617
+ test_acc: 67.62
1618
+ test_acc_top5: 90.12
1619
+ test_loss: 1.72
1620
+ -------------------------
1621
+ -------------------------
1622
+ epoch: 181
1623
+ lr: 0.00
1624
+ train_acc: 82.41
1625
+ train_loss: 2.12
1626
+ test_acc: 67.90
1627
+ test_acc_top5: 90.46
1628
+ test_loss: 1.69
1629
+ -------------------------
1630
+ -------------------------
1631
+ epoch: 182
1632
+ lr: 0.00
1633
+ train_acc: 82.51
1634
+ train_loss: 2.10
1635
+ test_acc: 67.89
1636
+ test_acc_top5: 90.41
1637
+ test_loss: 1.70
1638
+ -------------------------
1639
+ -------------------------
1640
+ epoch: 183
1641
+ lr: 0.00
1642
+ train_acc: 82.74
1643
+ train_loss: 2.08
1644
+ test_acc: 67.97
1645
+ test_acc_top5: 90.46
1646
+ test_loss: 1.69
1647
+ -------------------------
1648
+ -------------------------
1649
+ epoch: 184
1650
+ lr: 0.00
1651
+ train_acc: 82.81
1652
+ train_loss: 2.08
1653
+ test_acc: 68.14
1654
+ test_acc_top5: 90.37
1655
+ test_loss: 1.69
1656
+ -------------------------
1657
+ -------------------------
1658
+ epoch: 185
1659
+ lr: 0.00
1660
+ train_acc: 82.79
1661
+ train_loss: 2.08
1662
+ test_acc: 68.21
1663
+ test_acc_top5: 90.43
1664
+ test_loss: 1.69
1665
+ -------------------------
1666
+ -------------------------
1667
+ epoch: 186
1668
+ lr: 0.00
1669
+ train_acc: 82.79
1670
+ train_loss: 2.07
1671
+ test_acc: 67.97
1672
+ test_acc_top5: 90.42
1673
+ test_loss: 1.69
1674
+ -------------------------
1675
+ -------------------------
1676
+ epoch: 187
1677
+ lr: 0.00
1678
+ train_acc: 82.77
1679
+ train_loss: 2.07
1680
+ test_acc: 68.13
1681
+ test_acc_top5: 90.30
1682
+ test_loss: 1.69
1683
+ -------------------------
1684
+ -------------------------
1685
+ epoch: 188
1686
+ lr: 0.00
1687
+ train_acc: 82.98
1688
+ train_loss: 2.07
1689
+ test_acc: 68.21
1690
+ test_acc_top5: 90.30
1691
+ test_loss: 1.69
1692
+ -------------------------
1693
+ -------------------------
1694
+ epoch: 189
1695
+ lr: 0.00
1696
+ train_acc: 82.85
1697
+ train_loss: 2.07
1698
+ test_acc: 68.23
1699
+ test_acc_top5: 90.40
1700
+ test_loss: 1.70
1701
+ -------------------------
1702
+ -------------------------
1703
+ epoch: 190
1704
+ lr: 0.00
1705
+ train_acc: 82.81
1706
+ train_loss: 2.07
1707
+ test_acc: 68.08
1708
+ test_acc_top5: 90.43
1709
+ test_loss: 1.68
1710
+ -------------------------
1711
+ -------------------------
1712
+ epoch: 191
1713
+ lr: 0.00
1714
+ train_acc: 82.93
1715
+ train_loss: 2.06
1716
+ test_acc: 67.92
1717
+ test_acc_top5: 90.46
1718
+ test_loss: 1.69
1719
+ -------------------------
1720
+ -------------------------
1721
+ epoch: 192
1722
+ lr: 0.00
1723
+ train_acc: 83.09
1724
+ train_loss: 2.06
1725
+ test_acc: 68.07
1726
+ test_acc_top5: 90.47
1727
+ test_loss: 1.68
1728
+ -------------------------
1729
+ -------------------------
1730
+ epoch: 193
1731
+ lr: 0.00
1732
+ train_acc: 83.15
1733
+ train_loss: 2.05
1734
+ test_acc: 68.22
1735
+ test_acc_top5: 90.39
1736
+ test_loss: 1.69
1737
+ -------------------------
1738
+ -------------------------
1739
+ epoch: 194
1740
+ lr: 0.00
1741
+ train_acc: 83.19
1742
+ train_loss: 2.04
1743
+ test_acc: 68.26
1744
+ test_acc_top5: 90.47
1745
+ test_loss: 1.68
1746
+ -------------------------
1747
+ -------------------------
1748
+ epoch: 195
1749
+ lr: 0.00
1750
+ train_acc: 83.13
1751
+ train_loss: 2.04
1752
+ test_acc: 68.04
1753
+ test_acc_top5: 90.39
1754
+ test_loss: 1.68
1755
+ -------------------------
1756
+ -------------------------
1757
+ epoch: 196
1758
+ lr: 0.00
1759
+ train_acc: 82.95
1760
+ train_loss: 2.04
1761
+ test_acc: 68.23
1762
+ test_acc_top5: 90.44
1763
+ test_loss: 1.69
1764
+ -------------------------
1765
+ -------------------------
1766
+ epoch: 197
1767
+ lr: 0.00
1768
+ train_acc: 82.95
1769
+ train_loss: 2.05
1770
+ test_acc: 68.22
1771
+ test_acc_top5: 90.42
1772
+ test_loss: 1.69
1773
+ -------------------------
1774
+ -------------------------
1775
+ epoch: 198
1776
+ lr: 0.00
1777
+ train_acc: 83.12
1778
+ train_loss: 2.04
1779
+ test_acc: 68.48
1780
+ test_acc_top5: 90.35
1781
+ test_loss: 1.68
1782
+ -------------------------
1783
+ -------------------------
1784
+ epoch: 199
1785
+ lr: 0.00
1786
+ train_acc: 83.08
1787
+ train_loss: 2.04
1788
+ test_acc: 68.28
1789
+ test_acc_top5: 90.17
1790
+ test_loss: 1.68
1791
+ -------------------------
1792
+ -------------------------
1793
+ epoch: 200
1794
+ lr: 0.00
1795
+ train_acc: 83.37
1796
+ train_loss: 2.03
1797
+ test_acc: 68.17
1798
+ test_acc_top5: 90.15
1799
+ test_loss: 1.70
1800
+ -------------------------
1801
+ -------------------------
1802
+ epoch: 201
1803
+ lr: 0.00
1804
+ train_acc: 83.21
1805
+ train_loss: 2.04
1806
+ test_acc: 68.25
1807
+ test_acc_top5: 90.34
1808
+ test_loss: 1.69
1809
+ -------------------------
1810
+ -------------------------
1811
+ epoch: 202
1812
+ lr: 0.00
1813
+ train_acc: 83.31
1814
+ train_loss: 2.03
1815
+ test_acc: 68.20
1816
+ test_acc_top5: 90.50
1817
+ test_loss: 1.68
1818
+ -------------------------
1819
+ -------------------------
1820
+ epoch: 203
1821
+ lr: 0.00
1822
+ train_acc: 83.47
1823
+ train_loss: 2.02
1824
+ test_acc: 68.16
1825
+ test_acc_top5: 90.46
1826
+ test_loss: 1.67
1827
+ -------------------------
1828
+ -------------------------
1829
+ epoch: 204
1830
+ lr: 0.00
1831
+ train_acc: 83.30
1832
+ train_loss: 2.03
1833
+ test_acc: 68.18
1834
+ test_acc_top5: 90.26
1835
+ test_loss: 1.68
1836
+ -------------------------
1837
+ -------------------------
1838
+ epoch: 205
1839
+ lr: 0.00
1840
+ train_acc: 83.56
1841
+ train_loss: 2.03
1842
+ test_acc: 68.03
1843
+ test_acc_top5: 90.34
1844
+ test_loss: 1.68
1845
+ -------------------------
1846
+ -------------------------
1847
+ epoch: 206
1848
+ lr: 0.00
1849
+ train_acc: 83.39
1850
+ train_loss: 2.02
1851
+ test_acc: 68.11
1852
+ test_acc_top5: 90.42
1853
+ test_loss: 1.68
1854
+ -------------------------
1855
+ -------------------------
1856
+ epoch: 207
1857
+ lr: 0.00
1858
+ train_acc: 83.45
1859
+ train_loss: 2.03
1860
+ test_acc: 67.85
1861
+ test_acc_top5: 90.56
1862
+ test_loss: 1.70
1863
+ -------------------------
1864
+ -------------------------
1865
+ epoch: 208
1866
+ lr: 0.00
1867
+ train_acc: 83.33
1868
+ train_loss: 2.03
1869
+ test_acc: 68.02
1870
+ test_acc_top5: 90.33
1871
+ test_loss: 1.70
1872
+ -------------------------
1873
+ -------------------------
1874
+ epoch: 209
1875
+ lr: 0.00
1876
+ train_acc: 83.38
1877
+ train_loss: 2.03
1878
+ test_acc: 68.14
1879
+ test_acc_top5: 90.31
1880
+ test_loss: 1.69
1881
+ -------------------------
1882
+ -------------------------
1883
+ epoch: 210
1884
+ lr: 0.00
1885
+ train_acc: 83.49
1886
+ train_loss: 2.02
1887
+ test_acc: 67.91
1888
+ test_acc_top5: 90.40
1889
+ test_loss: 1.70
1890
+ -------------------------
1891
+ -------------------------
1892
+ epoch: 211
1893
+ lr: 0.00
1894
+ train_acc: 83.46
1895
+ train_loss: 2.02
1896
+ test_acc: 68.12
1897
+ test_acc_top5: 90.33
1898
+ test_loss: 1.69
1899
+ -------------------------
1900
+ -------------------------
1901
+ epoch: 212
1902
+ lr: 0.00
1903
+ train_acc: 83.52
1904
+ train_loss: 2.02
1905
+ test_acc: 68.23
1906
+ test_acc_top5: 90.31
1907
+ test_loss: 1.69
1908
+ -------------------------
1909
+ -------------------------
1910
+ epoch: 213
1911
+ lr: 0.00
1912
+ train_acc: 83.44
1913
+ train_loss: 2.02
1914
+ test_acc: 67.92
1915
+ test_acc_top5: 90.51
1916
+ test_loss: 1.70
1917
+ -------------------------
1918
+ -------------------------
1919
+ epoch: 214
1920
+ lr: 0.00
1921
+ train_acc: 83.72
1922
+ train_loss: 2.00
1923
+ test_acc: 67.93
1924
+ test_acc_top5: 90.38
1925
+ test_loss: 1.70
1926
+ -------------------------
1927
+ -------------------------
1928
+ epoch: 215
1929
+ lr: 0.00
1930
+ train_acc: 83.49
1931
+ train_loss: 2.01
1932
+ test_acc: 68.24
1933
+ test_acc_top5: 90.45
1934
+ test_loss: 1.67
1935
+ -------------------------
1936
+ -------------------------
1937
+ epoch: 216
1938
+ lr: 0.00
1939
+ train_acc: 83.57
1940
+ train_loss: 2.01
1941
+ test_acc: 68.20
1942
+ test_acc_top5: 90.48
1943
+ test_loss: 1.69
1944
+ -------------------------
1945
+ -------------------------
1946
+ epoch: 217
1947
+ lr: 0.00
1948
+ train_acc: 83.54
1949
+ train_loss: 2.02
1950
+ test_acc: 68.38
1951
+ test_acc_top5: 90.53
1952
+ test_loss: 1.68
1953
+ -------------------------
1954
+ -------------------------
1955
+ epoch: 218
1956
+ lr: 0.00
1957
+ train_acc: 83.64
1958
+ train_loss: 2.00
1959
+ test_acc: 67.99
1960
+ test_acc_top5: 90.25
1961
+ test_loss: 1.69
1962
+ -------------------------
1963
+ -------------------------
1964
+ epoch: 219
1965
+ lr: 0.00
1966
+ train_acc: 83.62
1967
+ train_loss: 2.01
1968
+ test_acc: 68.25
1969
+ test_acc_top5: 90.54
1970
+ test_loss: 1.67
1971
+ -------------------------
1972
+ -------------------------
1973
+ epoch: 220
1974
+ lr: 0.00
1975
+ train_acc: 83.36
1976
+ train_loss: 2.00
1977
+ test_acc: 67.95
1978
+ test_acc_top5: 90.42
1979
+ test_loss: 1.68
1980
+ -------------------------
1981
+ -------------------------
1982
+ epoch: 221
1983
+ lr: 0.00
1984
+ train_acc: 83.60
1985
+ train_loss: 2.01
1986
+ test_acc: 68.22
1987
+ test_acc_top5: 90.63
1988
+ test_loss: 1.68
1989
+ -------------------------
1990
+ -------------------------
1991
+ epoch: 222
1992
+ lr: 0.00
1993
+ train_acc: 83.74
1994
+ train_loss: 2.00
1995
+ test_acc: 68.31
1996
+ test_acc_top5: 90.50
1997
+ test_loss: 1.68
1998
+ -------------------------
1999
+ -------------------------
2000
+ epoch: 223
2001
+ lr: 0.00
2002
+ train_acc: 83.62
2003
+ train_loss: 2.01
2004
+ test_acc: 68.14
2005
+ test_acc_top5: 90.46
2006
+ test_loss: 1.67
2007
+ -------------------------
2008
+ -------------------------
2009
+ epoch: 224
2010
+ lr: 0.00
2011
+ train_acc: 83.58
2012
+ train_loss: 2.02
2013
+ test_acc: 68.17
2014
+ test_acc_top5: 90.47
2015
+ test_loss: 1.68
2016
+ -------------------------
2017
+ -------------------------
2018
+ epoch: 225
2019
+ lr: 0.00
2020
+ train_acc: 83.40
2021
+ train_loss: 2.01
2022
+ test_acc: 68.11
2023
+ test_acc_top5: 90.43
2024
+ test_loss: 1.69
2025
+ -------------------------
2026
+ -------------------------
2027
+ epoch: 226
2028
+ lr: 0.00
2029
+ train_acc: 83.83
2030
+ train_loss: 2.01
2031
+ test_acc: 68.40
2032
+ test_acc_top5: 90.57
2033
+ test_loss: 1.68
2034
+ -------------------------
2035
+ -------------------------
2036
+ epoch: 227
2037
+ lr: 0.00
2038
+ train_acc: 83.47
2039
+ train_loss: 2.01
2040
+ test_acc: 68.13
2041
+ test_acc_top5: 90.44
2042
+ test_loss: 1.69
2043
+ -------------------------
2044
+ -------------------------
2045
+ epoch: 228
2046
+ lr: 0.00
2047
+ train_acc: 83.64
2048
+ train_loss: 2.01
2049
+ test_acc: 67.76
2050
+ test_acc_top5: 90.52
2051
+ test_loss: 1.69
2052
+ -------------------------
2053
+ -------------------------
2054
+ epoch: 229
2055
+ lr: 0.00
2056
+ train_acc: 83.68
2057
+ train_loss: 2.00
2058
+ test_acc: 68.18
2059
+ test_acc_top5: 90.50
2060
+ test_loss: 1.68
2061
+ -------------------------
2062
+ -------------------------
2063
+ epoch: 230
2064
+ lr: 0.00
2065
+ train_acc: 83.63
2066
+ train_loss: 2.01
2067
+ test_acc: 68.11
2068
+ test_acc_top5: 90.36
2069
+ test_loss: 1.70
2070
+ -------------------------
2071
+ -------------------------
2072
+ epoch: 231
2073
+ lr: 0.00
2074
+ train_acc: 83.59
2075
+ train_loss: 2.01
2076
+ test_acc: 68.20
2077
+ test_acc_top5: 90.33
2078
+ test_loss: 1.68
2079
+ -------------------------
2080
+ -------------------------
2081
+ epoch: 232
2082
+ lr: 0.00
2083
+ train_acc: 83.74
2084
+ train_loss: 2.01
2085
+ test_acc: 68.26
2086
+ test_acc_top5: 90.44
2087
+ test_loss: 1.69
2088
+ -------------------------
2089
+ -------------------------
2090
+ epoch: 233
2091
+ lr: 0.00
2092
+ train_acc: 83.56
2093
+ train_loss: 2.01
2094
+ test_acc: 68.18
2095
+ test_acc_top5: 90.39
2096
+ test_loss: 1.69
2097
+ -------------------------
2098
+ -------------------------
2099
+ epoch: 234
2100
+ lr: 0.00
2101
+ train_acc: 83.85
2102
+ train_loss: 2.00
2103
+ test_acc: 68.20
2104
+ test_acc_top5: 90.65
2105
+ test_loss: 1.68
2106
+ -------------------------
2107
+ -------------------------
2108
+ epoch: 235
2109
+ lr: 0.00
2110
+ train_acc: 83.66
2111
+ train_loss: 2.01
2112
+ test_acc: 68.24
2113
+ test_acc_top5: 90.49
2114
+ test_loss: 1.67
2115
+ -------------------------
2116
+ -------------------------
2117
+ epoch: 236
2118
+ lr: 0.00
2119
+ train_acc: 83.59
2120
+ train_loss: 2.00
2121
+ test_acc: 68.05
2122
+ test_acc_top5: 90.36
2123
+ test_loss: 1.69
2124
+ -------------------------
2125
+ -------------------------
2126
+ epoch: 237
2127
+ lr: 0.00
2128
+ train_acc: 83.55
2129
+ train_loss: 2.00
2130
+ test_acc: 68.39
2131
+ test_acc_top5: 90.26
2132
+ test_loss: 1.69
2133
+ -------------------------
2134
+ -------------------------
2135
+ epoch: 238
2136
+ lr: 0.00
2137
+ train_acc: 83.55
2138
+ train_loss: 2.01
2139
+ test_acc: 68.16
2140
+ test_acc_top5: 90.44
2141
+ test_loss: 1.68
2142
+ -------------------------
2143
+ -------------------------
2144
+ epoch: 239
2145
+ lr: 0.00
2146
+ train_acc: 83.64
2147
+ train_loss: 2.00
2148
+ test_acc: 68.34
2149
+ test_acc_top5: 90.51
2150
+ test_loss: 1.68
2151
+ -------------------------
2152
+ -------------------------
2153
+ epoch: 240
2154
+ lr: 0.00
2155
+ train_acc: 83.82
2156
+ train_loss: 2.00
2157
+ test_acc: 68.15
2158
+ test_acc_top5: 90.41
2159
+ test_loss: 1.70
2160
+ -------------------------
2161
+ best_acc 68.48