Task 14622832
| Name | ParityModified-1647047133-5911-3-0_0 |
| Workunit | 11639581 |
| Created | 17 Apr 2022, 17:03:03 UTC |
| Sent | 17 Apr 2022, 17:03:13 UTC |
| Report deadline | 25 Apr 2022, 17:03:13 UTC |
| Received | 18 Apr 2022, 15:20:15 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9656 |
| Run time | 1 hours 48 min 42 sec |
| CPU time | 1 hours 48 min 10 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,132.64 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.59 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> 4-18 16:44:02 main:574] : INFO : Epoch 1542 | loss: 0.0311855 | val_loss: 0.0311906 | Time: 3140.56 ms [2022-04-18 16:44:05 main:574] : INFO : Epoch 1543 | loss: 0.0311923 | val_loss: 0.0311964 | Time: 3141.28 ms [2022-04-18 16:44:08 main:574] : INFO : Epoch 1544 | loss: 0.0311981 | val_loss: 0.031195 | Time: 3134.41 ms [2022-04-18 16:44:11 main:574] : INFO : Epoch 1545 | loss: 0.0311997 | val_loss: 0.0311948 | Time: 3139.53 ms [2022-04-18 16:44:14 main:574] : INFO : Epoch 1546 | loss: 0.0311973 | val_loss: 0.0311943 | Time: 3113.47 ms [2022-04-18 16:44:17 main:574] : INFO : Epoch 1547 | loss: 0.0311969 | val_loss: 0.0311918 | Time: 3126.75 ms [2022-04-18 16:44:21 main:574] : INFO : Epoch 1548 | loss: 0.0311958 | val_loss: 0.0311932 | Time: 3124.72 ms [2022-04-18 16:44:24 main:574] : INFO : Epoch 1549 | loss: 0.0311969 | val_loss: 0.031196 | Time: 3145.15 ms [2022-04-18 16:44:27 main:574] : INFO : Epoch 1550 | loss: 0.0311979 | val_loss: 0.0311932 | Time: 3133.55 ms [2022-04-18 16:44:30 main:574] : INFO : Epoch 1551 | loss: 0.0311958 | val_loss: 0.0311901 | Time: 3127.29 ms [2022-04-18 16:44:33 main:574] : INFO : Epoch 1552 | loss: 0.031194 | val_loss: 0.0311912 | Time: 3132.64 ms [2022-04-18 16:44:36 main:574] : INFO : Epoch 1553 | loss: 0.0311941 | val_loss: 0.0311917 | Time: 3131.86 ms [2022-04-18 16:44:39 main:574] : INFO : Epoch 1554 | loss: 0.0311932 | val_loss: 0.0311898 | Time: 3150.2 ms [2022-04-18 16:44:43 main:574] : INFO : Epoch 1555 | loss: 0.0311921 | val_loss: 0.0311895 | Time: 3130.55 ms [2022-04-18 16:44:46 main:574] : INFO : Epoch 1556 | loss: 0.0311919 | val_loss: 0.0311916 | Time: 3126.59 ms [2022-04-18 16:44:49 main:574] : INFO : Epoch 1557 | loss: 0.0311939 | val_loss: 0.0311913 | Time: 3138.65 ms [2022-04-18 16:44:52 main:574] : INFO : Epoch 1558 | loss: 0.0311935 | val_loss: 0.0311912 | Time: 3144.41 ms [2022-04-18 16:44:55 main:574] : INFO : Epoch 1559 | loss: 0.0311928 | val_loss: 0.0311934 | Time: 3152.37 ms [2022-04-18 16:44:58 main:574] : INFO : Epoch 1560 | loss: 0.0311962 | val_loss: 0.0311943 | Time: 3137.4 ms [2022-04-18 16:45:01 main:574] : INFO : Epoch 1561 | loss: 0.0311972 | val_loss: 0.0311925 | Time: 3126.09 ms [2022-04-18 16:45:05 main:574] : INFO : Epoch 1562 | loss: 0.0311968 | val_loss: 0.0311921 | Time: 3154.52 ms [2022-04-18 16:45:08 main:574] : INFO : Epoch 1563 | loss: 0.0311976 | val_loss: 0.0311942 | Time: 3144.27 ms [2022-04-18 16:45:11 main:574] : INFO : Epoch 1564 | loss: 0.0311965 | val_loss: 0.0311909 | Time: 3131.27 ms [2022-04-18 16:45:14 main:574] : INFO : Epoch 1565 | loss: 0.031196 | val_loss: 0.0311927 | Time: 3110.91 ms [2022-04-18 16:45:17 main:574] : INFO : Epoch 1566 | loss: 0.0312003 | val_loss: 0.0312059 | Time: 3124.25 ms [2022-04-18 16:45:20 main:574] : INFO : Epoch 1567 | loss: 0.0312019 | val_loss: 0.0311908 | Time: 3150.96 ms [2022-04-18 16:45:23 main:574] : INFO : Epoch 1568 | loss: 0.0311965 | val_loss: 0.0311925 | Time: 3140.93 ms [2022-04-18 16:45:27 main:574] : INFO : Epoch 1569 | loss: 0.0311948 | val_loss: 0.0311947 | Time: 3126.27 ms [2022-04-18 16:45:30 main:574] : INFO : Epoch 1570 | loss: 0.0311948 | val_loss: 0.0311929 | Time: 3130.23 ms [2022-04-18 16:45:33 main:574] : INFO : Epoch 1571 | loss: 0.0311943 | val_loss: 0.0311917 | Time: 3149.36 ms [2022-04-18 16:45:36 main:574] : INFO : Epoch 1572 | loss: 0.0311928 | val_loss: 0.0311945 | Time: 3131.08 ms [2022-04-18 16:45:39 main:574] : INFO : Epoch 1573 | loss: 0.031193 | val_loss: 0.0311912 | Time: 3122.19 ms [2022-04-18 16:45:42 main:574] : INFO : Epoch 1574 | loss: 0.0311927 | val_loss: 0.0311948 | Time: 3118.8 ms [2022-04-18 16:45:45 main:574] : INFO : Epoch 1575 | loss: 0.0311935 | val_loss: 0.0311937 | Time: 3150.77 ms [2022-04-18 16:45:49 main:574] : INFO : Epoch 1576 | loss: 0.0311931 | val_loss: 0.031192 | Time: 3128.68 ms [2022-04-18 16:45:52 main:574] : INFO : Epoch 1577 | loss: 0.0311942 | val_loss: 0.031195 | Time: 3136.64 ms [2022-04-18 16:45:55 main:574] : INFO : Epoch 1578 | loss: 0.0311925 | val_loss: 0.0311906 | Time: 3127.4 ms [2022-04-18 16:45:58 main:574] : INFO : Epoch 1579 | loss: 0.031193 | val_loss: 0.0311911 | Time: 3120.55 ms [2022-04-18 16:46:01 main:574] : INFO : Epoch 1580 | loss: 0.0311932 | val_loss: 0.0311912 | Time: 3151.03 ms [2022-04-18 16:46:04 main:574] : INFO : Epoch 1581 | loss: 0.0311937 | val_loss: 0.0311916 | Time: 3142.6 ms [2022-04-18 16:46:07 main:574] : INFO : Epoch 1582 | loss: 0.0311929 | val_loss: 0.0311905 | Time: 3125.71 ms [2022-04-18 16:46:11 main:574] : INFO : Epoch 1583 | loss: 0.0311928 | val_loss: 0.031192 | Time: 3136.87 ms [2022-04-18 16:46:14 main:574] : INFO : Epoch 1584 | loss: 0.0311923 | val_loss: 0.0311896 | Time: 3148.21 ms [2022-04-18 16:46:17 main:574] : INFO : Epoch 1585 | loss: 0.0311918 | val_loss: 0.0311909 | Time: 3148.42 ms [2022-04-18 16:46:20 main:574] : INFO : Epoch 1586 | loss: 0.031192 | val_loss: 0.0311903 | Time: 3121.43 ms [2022-04-18 16:46:23 main:574] : INFO : Epoch 1587 | loss: 0.031192 | val_loss: 0.0311896 | Time: 3125.98 ms [2022-04-18 16:46:26 main:574] : INFO : Epoch 1588 | loss: 0.0311923 | val_loss: 0.0311896 | Time: 3141.21 ms [2022-04-18 16:46:29 main:574] : INFO : Epoch 1589 | loss: 0.0311914 | val_loss: 0.0311898 | Time: 3149.43 ms [2022-04-18 16:46:33 main:574] : INFO : Epoch 1590 | loss: 0.031191 | val_loss: 0.0311911 | Time: 3128.25 ms [2022-04-18 16:46:36 main:574] : INFO : Epoch 1591 | loss: 0.0311943 | val_loss: 0.0311924 | Time: 3127.1 ms [2022-04-18 16:46:39 main:574] : INFO : Epoch 1592 | loss: 0.0311958 | val_loss: 0.0311927 | Time: 3141.02 ms [2022-04-18 16:46:42 main:574] : INFO : Epoch 1593 | loss: 0.0311963 | val_loss: 0.0311916 | Time: 3132.44 ms [2022-04-18 16:46:45 main:574] : INFO : Epoch 1594 | loss: 0.0311948 | val_loss: 0.0311918 | Time: 3119.38 ms [2022-04-18 16:46:48 main:574] : INFO : Epoch 1595 | loss: 0.0311961 | val_loss: 0.0311921 | Time: 3117.61 ms [2022-04-18 16:46:51 main:574] : INFO : Epoch 1596 | loss: 0.0311936 | val_loss: 0.0311923 | Time: 3119.44 ms [2022-04-18 16:46:54 main:574] : INFO : Epoch 1597 | loss: 0.0311939 | val_loss: 0.0311934 | Time: 3152.38 ms [2022-04-18 16:46:58 main:574] : INFO : Epoch 1598 | loss: 0.031194 | val_loss: 0.0311929 | Time: 3162.78 ms [2022-04-18 16:47:01 main:574] : INFO : Epoch 1599 | loss: 0.0311931 | val_loss: 0.0311912 | Time: 3140.59 ms [2022-04-18 16:47:04 main:574] : INFO : Epoch 1600 | loss: 0.031192 | val_loss: 0.0311914 | Time: 3124.13 ms [2022-04-18 16:47:07 main:574] : INFO : Epoch 1601 | loss: 0.0311929 | val_loss: 0.031191 | Time: 3139.91 ms [2022-04-18 16:47:10 main:574] : INFO : Epoch 1602 | loss: 0.0311914 | val_loss: 0.0311887 | Time: 3140.92 ms [2022-04-18 16:47:13 main:574] : INFO : Epoch 1603 | loss: 0.0311913 | val_loss: 0.0311891 | Time: 3158.47 ms [2022-04-18 16:47:17 main:574] : INFO : Epoch 1604 | loss: 0.031192 | val_loss: 0.0311905 | Time: 3140.94 ms [2022-04-18 16:47:20 main:574] : INFO : Epoch 1605 | loss: 0.0311911 | val_loss: 0.0311921 | Time: 3126.58 ms [2022-04-18 16:47:23 main:574] : INFO : Epoch 1606 | loss: 0.0311922 | val_loss: 0.0311926 | Time: 3141.37 ms [2022-04-18 16:47:26 main:574] : INFO : Epoch 1607 | loss: 0.0311934 | val_loss: 0.0311932 | Time: 3151.49 ms [2022-04-18 16:47:29 main:574] : INFO : Epoch 1608 | loss: 0.0311971 | val_loss: 0.0311955 | Time: 3134.42 ms [2022-04-18 16:47:32 main:574] : INFO : Epoch 1609 | loss: 0.0311983 | val_loss: 0.0311949 | Time: 3142.27 ms [2022-04-18 16:47:35 main:574] : INFO : Epoch 1610 | loss: 0.0311985 | val_loss: 0.0311975 | Time: 3139.59 ms [2022-04-18 16:47:39 main:574] : INFO : Epoch 1611 | loss: 0.031198 | val_loss: 0.0311968 | Time: 3160.6 ms [2022-04-18 16:47:42 main:574] : INFO : Epoch 1612 | loss: 0.0311965 | val_loss: 0.0311926 | Time: 3154.41 ms [2022-04-18 16:47:45 main:574] : INFO : Epoch 1613 | loss: 0.0311976 | val_loss: 0.0311936 | Time: 3130.24 ms [2022-04-18 16:47:48 main:574] : INFO : Epoch 1614 | loss: 0.0311987 | val_loss: 0.0312 | Time: 3113.5 ms [2022-04-18 16:47:51 main:574] : INFO : Epoch 1615 | loss: 0.0312001 | val_loss: 0.0311977 | Time: 3156.29 ms [2022-04-18 16:47:54 main:574] : INFO : Epoch 1616 | loss: 0.0311984 | val_loss: 0.0311986 | Time: 3158.21 ms [2022-04-18 16:47:57 main:574] : INFO : Epoch 1617 | loss: 0.0311997 | val_loss: 0.0312041 | Time: 3112.39 ms [2022-04-18 16:48:01 main:574] : INFO : Epoch 1618 | loss: 0.0312 | val_loss: 0.0311943 | Time: 3145.1 ms [2022-04-18 16:48:04 main:574] : INFO : Epoch 1619 | loss: 0.031196 | val_loss: 0.0311929 | Time: 3136.33 ms [2022-04-18 16:48:07 main:574] : INFO : Epoch 1620 | loss: 0.031195 | val_loss: 0.0311929 | Time: 3143.06 ms [2022-04-18 16:48:10 main:574] : INFO : Epoch 1621 | loss: 0.0311954 | val_loss: 0.0311928 | Time: 3138.6 ms [2022-04-18 16:48:13 main:574] : INFO : Epoch 1622 | loss: 0.0311976 | val_loss: 0.0311948 | Time: 3123.82 ms [2022-04-18 16:48:16 main:574] : INFO : Epoch 1623 | loss: 0.0311949 | val_loss: 0.0311938 | Time: 3130.46 ms [2022-04-18 16:48:19 main:574] : INFO : Epoch 1624 | loss: 0.0311953 | val_loss: 0.031196 | Time: 3150.2 ms [2022-04-18 16:48:23 main:574] : INFO : Epoch 1625 | loss: 0.0311947 | val_loss: 0.0311924 | Time: 3142.88 ms [2022-04-18 16:48:26 main:574] : INFO : Epoch 1626 | loss: 0.0311942 | val_loss: 0.0311925 | Time: 3122.02 ms [2022-04-18 16:48:29 main:574] : INFO : Epoch 1627 | loss: 0.031194 | val_loss: 0.0311938 | Time: 3140.54 ms [2022-04-18 16:48:32 main:574] : INFO : Epoch 1628 | loss: 0.0311933 | val_loss: 0.0311909 | Time: 3146.3 ms [2022-04-18 16:48:35 main:574] : INFO : Epoch 1629 | loss: 0.0311933 | val_loss: 0.0311916 | Time: 3134.98 ms [2022-04-18 16:48:38 main:574] : INFO : Epoch 1630 | loss: 0.0311931 | val_loss: 0.0311932 | Time: 3139.73 ms [2022-04-18 16:48:41 main:574] : INFO : Epoch 1631 | loss: 0.0311932 | val_loss: 0.0311911 | Time: 3129.04 ms [2022-04-18 16:48:45 main:574] : INFO : Epoch 1632 | loss: 0.0311931 | val_loss: 0.0311898 | Time: 3137.65 ms [2022-04-18 16:48:48 main:574] : INFO : Epoch 1633 | loss: 0.0311928 | val_loss: 0.0311926 | Time: 3160.03 ms [2022-04-18 16:48:51 main:574] : INFO : Epoch 1634 | loss: 0.0311932 | val_loss: 0.0311908 | Time: 3126.71 ms [2022-04-18 16:48:54 main:574] : INFO : Epoch 1635 | loss: 0.0311925 | val_loss: 0.0311909 | Time: 3128.53 ms [2022-04-18 16:48:57 main:574] : INFO : Epoch 1636 | loss: 0.0311925 | val_loss: 0.0311905 | Time: 3147.03 ms [2022-04-18 16:49:00 main:574] : INFO : Epoch 1637 | loss: 0.031194 | val_loss: 0.0311913 | Time: 3149.62 ms [2022-04-18 16:49:03 main:574] : INFO : Epoch 1638 | loss: 0.0311942 | val_loss: 0.0311903 | Time: 3142.18 ms [2022-04-18 16:49:07 main:574] : INFO : Epoch 1639 | loss: 0.0311931 | val_loss: 0.0311892 | Time: 3145.64 ms [2022-04-18 16:49:10 main:574] : INFO : Epoch 1640 | loss: 0.0311921 | val_loss: 0.0311901 | Time: 3132.32 ms [2022-04-18 16:49:13 main:574] : INFO : Epoch 1641 | loss: 0.031192 | val_loss: 0.0311903 | Time: 3125.13 ms [2022-04-18 16:49:16 main:574] : INFO : Epoch 1642 | loss: 0.0311937 | val_loss: 0.0311903 | Time: 3127.21 ms [2022-04-18 16:49:19 main:574] : INFO : Epoch 1643 | loss: 0.0311935 | val_loss: 0.0311922 | Time: 3143.33 ms [2022-04-18 16:49:22 main:574] : INFO : Epoch 1644 | loss: 0.0311952 | val_loss: 0.0311901 | Time: 3138.91 ms [2022-04-18 16:49:26 main:574] : INFO : Epoch 1645 | loss: 0.0311926 | val_loss: 0.0311896 | Time: 3145.83 ms [2022-04-18 16:49:29 main:574] : INFO : Epoch 1646 | loss: 0.0311917 | val_loss: 0.0311897 | Time: 3123.5 ms [2022-04-18 16:49:32 main:574] : INFO : Epoch 1647 | loss: 0.0311915 | val_loss: 0.0311889 | Time: 3141.53 ms [2022-04-18 16:49:35 main:574] : INFO : Epoch 1648 | loss: 0.0311916 | val_loss: 0.0311903 | Time: 3142.27 ms [2022-04-18 16:49:38 main:574] : INFO : Epoch 1649 | loss: 0.0311913 | val_loss: 0.0311884 | Time: 3131.44 ms [2022-04-18 16:49:41 main:574] : INFO : Epoch 1650 | loss: 0.0311918 | val_loss: 0.0311915 | Time: 3130.05 ms [2022-04-18 16:49:44 main:574] : INFO : Epoch 1651 | loss: 0.0311929 | val_loss: 0.0311893 | Time: 3142.42 ms [2022-04-18 16:49:48 main:574] : INFO : Epoch 1652 | loss: 0.0311916 | val_loss: 0.0311889 | Time: 3143.49 ms [2022-04-18 16:49:51 main:574] : INFO : Epoch 1653 | loss: 0.0311907 | val_loss: 0.0311893 | Time: 3133.73 ms [2022-04-18 16:49:54 main:574] : INFO : Epoch 1654 | loss: 0.0311904 | val_loss: 0.0311898 | Time: 3147.93 ms [2022-04-18 16:49:57 main:574] : INFO : Epoch 1655 | loss: 0.03119 | val_loss: 0.03119 | Time: 3159.72 ms [2022-04-18 16:50:00 main:574] : INFO : Epoch 1656 | loss: 0.0311902 | val_loss: 0.0311896 | Time: 3141.45 ms [2022-04-18 16:50:03 main:574] : INFO : Epoch 1657 | loss: 0.0311905 | val_loss: 0.0311889 | Time: 3135.01 ms [2022-04-18 16:50:06 main:574] : INFO : Epoch 1658 | loss: 0.0311906 | val_loss: 0.0311903 | Time: 3124.52 ms [2022-04-18 16:50:10 main:574] : INFO : Epoch 1659 | loss: 0.0311905 | val_loss: 0.0311919 | Time: 3131.92 ms [2022-04-18 16:50:13 main:574] : INFO : Epoch 1660 | loss: 0.0311922 | val_loss: 0.0311885 | Time: 3148.62 ms [2022-04-18 16:50:16 main:574] : INFO : Epoch 1661 | loss: 0.03119 | val_loss: 0.0311914 | Time: 3128.27 ms [2022-04-18 16:50:19 main:574] : INFO : Epoch 1662 | loss: 0.0311906 | val_loss: 0.0311899 | Time: 3129.14 ms [2022-04-18 16:50:22 main:574] : INFO : Epoch 1663 | loss: 0.03119 | val_loss: 0.0311903 | Time: 3123.82 ms [2022-04-18 16:50:25 main:574] : INFO : Epoch 1664 | loss: 0.0311899 | val_loss: 0.0311919 | Time: 3143.72 ms [2022-04-18 16:50:28 main:574] : INFO : Epoch 1665 | loss: 0.0311917 | val_loss: 0.0311913 | Time: 3139.89 ms [2022-04-18 16:50:32 main:574] : INFO : Epoch 1666 | loss: 0.0311959 | val_loss: 0.0311931 | Time: 3143.25 ms [2022-04-18 16:50:35 main:574] : INFO : Epoch 1667 | loss: 0.0311968 | val_loss: 0.0311938 | Time: 3139.69 ms [2022-04-18 16:50:38 main:574] : INFO : Epoch 1668 | loss: 0.0311965 | val_loss: 0.0311942 | Time: 3144.45 ms [2022-04-18 16:50:41 main:574] : INFO : Epoch 1669 | loss: 0.0311951 | val_loss: 0.0311934 | Time: 3125.56 ms [2022-04-18 16:50:44 main:574] : INFO : Epoch 1670 | loss: 0.0311928 | val_loss: 0.0311912 | Time: 3132.9 ms [2022-04-18 16:50:47 main:574] : INFO : Epoch 1671 | loss: 0.031192 | val_loss: 0.0311917 | Time: 3127.14 ms [2022-04-18 16:50:50 main:574] : INFO : Epoch 1672 | loss: 0.0311922 | val_loss: 0.0311912 | Time: 3114.32 ms [2022-04-18 16:50:53 main:574] : INFO : Epoch 1673 | loss: 0.0311911 | val_loss: 0.0311917 | Time: 3140.69 ms [2022-04-18 16:50:57 main:574] : INFO : Epoch 1674 | loss: 0.0311911 | val_loss: 0.0311916 | Time: 3132.36 ms [2022-04-18 16:51:00 main:574] : INFO : Epoch 1675 | loss: 0.0311924 | val_loss: 0.0311903 | Time: 3138.97 ms [2022-04-18 16:51:03 main:574] : INFO : Epoch 1676 | loss: 0.0311915 | val_loss: 0.0311902 | Time: 3132.47 ms [2022-04-18 16:51:06 main:574] : INFO : Epoch 1677 | loss: 0.0311908 | val_loss: 0.0311904 | Time: 3121.73 ms [2022-04-18 16:51:09 main:574] : INFO : Epoch 1678 | loss: 0.03119 | val_loss: 0.0311905 | Time: 3148.33 ms [2022-04-18 16:51:12 main:574] : INFO : Epoch 1679 | loss: 0.0311907 | val_loss: 0.0311912 | Time: 3143.52 ms [2022-04-18 16:51:15 main:574] : INFO : Epoch 1680 | loss: 0.0311903 | val_loss: 0.031191 | Time: 3136.25 ms [2022-04-18 16:51:19 main:574] : INFO : Epoch 1681 | loss: 0.0311898 | val_loss: 0.0311904 | Time: 3114.42 ms [2022-04-18 16:51:22 main:574] : INFO : Epoch 1682 | loss: 0.03119 | val_loss: 0.03119 | Time: 3133.37 ms [2022-04-18 16:51:25 main:574] : INFO : Epoch 1683 | loss: 0.0311927 | val_loss: 0.0311919 | Time: 3149.19 ms [2022-04-18 16:51:28 main:574] : INFO : Epoch 1684 | loss: 0.0311919 | val_loss: 0.031223 | Time: 3138.3 ms [2022-04-18 16:51:31 main:574] : INFO : Epoch 1685 | loss: 0.0313942 | val_loss: 0.0314935 | Time: 3129.72 ms [2022-04-18 16:51:34 main:574] : INFO : Epoch 1686 | loss: 0.0315307 | val_loss: 0.0314759 | Time: 3125.9 ms [2022-04-18 16:51:37 main:574] : INFO : Epoch 1687 | loss: 0.0312635 | val_loss: 0.0312193 | Time: 3143.36 ms [2022-04-18 16:51:41 main:574] : INFO : Epoch 1688 | loss: 0.0312011 | val_loss: 0.0311926 | Time: 3124.95 ms [2022-04-18 16:51:44 main:574] : INFO : Epoch 1689 | loss: 0.0311921 | val_loss: 0.0311908 | Time: 3135.38 ms [2022-04-18 16:51:47 main:574] : INFO : Epoch 1690 | loss: 0.0311894 | val_loss: 0.031189 | Time: 3117.07 ms [2022-04-18 16:51:50 main:574] : INFO : Epoch 1691 | loss: 0.0311889 | val_loss: 0.031189 | Time: 3132.87 ms [2022-04-18 16:51:53 main:574] : INFO : Epoch 1692 | loss: 0.0311885 | val_loss: 0.0311883 | Time: 3151.47 ms [2022-04-18 16:51:56 main:574] : INFO : Epoch 1693 | loss: 0.031188 | val_loss: 0.0311889 | Time: 3125.27 ms [2022-04-18 16:51:59 main:574] : INFO : Epoch 1694 | loss: 0.0311891 | val_loss: 0.0311895 | Time: 3120.3 ms [2022-04-18 16:52:03 main:574] : INFO : Epoch 1695 | loss: 0.031188 | val_loss: 0.0311892 | Time: 3150.11 ms [2022-04-18 16:52:06 main:574] : INFO : Epoch 1696 | loss: 0.0311879 | val_loss: 0.0311888 | Time: 3158.16 ms [2022-04-18 16:52:09 main:574] : INFO : Epoch 1697 | loss: 0.031189 | val_loss: 0.0311901 | Time: 3124.74 ms [2022-04-18 16:52:12 main:574] : INFO : Epoch 1698 | loss: 0.0311885 | val_loss: 0.0311889 | Time: 3115.12 ms [2022-04-18 16:52:15 main:574] : INFO : Epoch 1699 | loss: 0.0311893 | val_loss: 0.03119 | Time: 3132.89 ms [2022-04-18 16:52:18 main:574] : INFO : Epoch 1700 | loss: 0.03119 | val_loss: 0.0311885 | Time: 3131.39 ms [2022-04-18 16:52:21 main:574] : INFO : Epoch 1701 | loss: 0.031192 | val_loss: 0.0311919 | Time: 3125.85 ms [2022-04-18 16:52:25 main:574] : INFO : Epoch 1702 | loss: 0.0311924 | val_loss: 0.0311898 | Time: 3125.77 ms [2022-04-18 16:52:28 main:574] : INFO : Epoch 1703 | loss: 0.0311918 | val_loss: 0.0311886 | Time: 3125.35 ms [2022-04-18 16:52:31 main:574] : INFO : Epoch 1704 | loss: 0.0311895 | val_loss: 0.0311886 | Time: 3143.6 ms [2022-04-18 16:52:34 main:574] : INFO : Epoch 1705 | loss: 0.0311892 | val_loss: 0.0311892 | Time: 3127.02 ms [2022-04-18 16:52:37 main:574] : INFO : Epoch 1706 | loss: 0.0311892 | val_loss: 0.0311918 | Time: 3132.53 ms [2022-04-18 16:52:40 main:574] : INFO : Epoch 1707 | loss: 0.0311907 | val_loss: 0.0311887 | Time: 3130.26 ms [2022-04-18 16:52:43 main:574] : INFO : Epoch 1708 | loss: 0.0311898 | val_loss: 0.0311916 | Time: 3141.11 ms [2022-04-18 16:52:47 main:574] : INFO : Epoch 1709 | loss: 0.0311977 | val_loss: 0.0311941 | Time: 3151.61 ms [2022-04-18 16:52:50 main:574] : INFO : Epoch 1710 | loss: 0.0311985 | val_loss: 0.0311937 | Time: 3132.09 ms [2022-04-18 16:52:53 main:574] : INFO : Epoch 1711 | loss: 0.0311978 | val_loss: 0.0311927 | Time: 3133.53 ms [2022-04-18 16:52:56 main:574] : INFO : Epoch 1712 | loss: 0.0311968 | val_loss: 0.0311919 | Time: 3117.81 ms [2022-04-18 16:52:59 main:574] : INFO : Epoch 1713 | loss: 0.0311965 | val_loss: 0.0311955 | Time: 3148.12 ms [2022-04-18 16:53:02 main:574] : INFO : Epoch 1714 | loss: 0.0311961 | val_loss: 0.0311921 | Time: 3135.16 ms [2022-04-18 16:53:05 main:574] : INFO : Epoch 1715 | loss: 0.0311968 | val_loss: 0.0311928 | Time: 3144.3 ms [2022-04-18 16:53:09 main:574] : INFO : Epoch 1716 | loss: 0.0311946 | val_loss: 0.0311929 | Time: 3130.2 ms [2022-04-18 16:53:12 main:574] : INFO : Epoch 1717 | loss: 0.0311946 | val_loss: 0.0311909 | Time: 3128.55 ms [2022-04-18 16:53:15 main:574] : INFO : Epoch 1718 | loss: 0.0311947 | val_loss: 0.0311918 | Time: 3144.97 ms [2022-04-18 16:53:18 main:574] : INFO : Epoch 1719 | loss: 0.0311945 | val_loss: 0.0311923 | Time: 3133.61 ms [2022-04-18 16:53:21 main:574] : INFO : Epoch 1720 | loss: 0.0311945 | val_loss: 0.0311909 | Time: 3134.33 ms [2022-04-18 16:53:24 main:574] : INFO : Epoch 1721 | loss: 0.0311943 | val_loss: 0.0311918 | Time: 3135.82 ms [2022-04-18 16:53:27 main:574] : INFO : Epoch 1722 | loss: 0.0311941 | val_loss: 0.0311909 | Time: 3147.28 ms [2022-04-18 16:53:31 main:574] : INFO : Epoch 1723 | loss: 0.0311935 | val_loss: 0.0311901 | Time: 3153.88 ms [2022-04-18 16:53:34 main:574] : INFO : Epoch 1724 | loss: 0.0311935 | val_loss: 0.0311917 | Time: 3143.14 ms [2022-04-18 16:53:37 main:574] : INFO : Epoch 1725 | loss: 0.0311945 | val_loss: 0.0311913 | Time: 3120.77 ms [2022-04-18 16:53:40 main:574] : INFO : Epoch 1726 | loss: 0.0311948 | val_loss: 0.0311951 | Time: 3118.65 ms [2022-04-18 16:53:43 main:574] : INFO : Epoch 1727 | loss: 0.0311962 | val_loss: 0.0311926 | Time: 3145.04 ms [2022-04-18 16:53:46 main:574] : INFO : Epoch 1728 | loss: 0.0311949 | val_loss: 0.0311917 | Time: 3121.41 ms [2022-04-18 16:53:49 main:574] : INFO : Epoch 1729 | loss: 0.0311938 | val_loss: 0.0311914 | Time: 3136.5 ms [2022-04-18 16:53:53 main:574] : INFO : Epoch 1730 | loss: 0.0311936 | val_loss: 0.0311917 | Time: 3132.11 ms [2022-04-18 16:53:56 main:574] : INFO : Epoch 1731 | loss: 0.0311937 | val_loss: 0.0311912 | Time: 3156.93 ms [2022-04-18 16:53:59 main:574] : INFO : Epoch 1732 | loss: 0.0311933 | val_loss: 0.0311908 | Time: 3139.99 ms [2022-04-18 16:54:02 main:574] : INFO : Epoch 1733 | loss: 0.0311933 | val_loss: 0.0311926 | Time: 3127.86 ms [2022-04-18 16:54:05 main:574] : INFO : Epoch 1734 | loss: 0.0311932 | val_loss: 0.031192 | Time: 3117.97 ms [2022-04-18 16:54:08 main:574] : INFO : Epoch 1735 | loss: 0.0311932 | val_loss: 0.0311906 | Time: 3118.87 ms [2022-04-18 16:54:11 main:574] : INFO : Epoch 1736 | loss: 0.0311936 | val_loss: 0.0311909 | Time: 3150.32 ms [2022-04-18 16:54:15 main:574] : INFO : Epoch 1737 | loss: 0.0311937 | val_loss: 0.0311907 | Time: 3134.76 ms [2022-04-18 16:54:18 main:574] : INFO : Epoch 1738 | loss: 0.0311934 | val_loss: 0.0311899 | Time: 3130.32 ms [2022-04-18 16:54:21 main:574] : INFO : Epoch 1739 | loss: 0.0311931 | val_loss: 0.0311899 | Time: 3144.88 ms [2022-04-18 16:54:24 main:574] : INFO : Epoch 1740 | loss: 0.0311919 | val_loss: 0.0311899 | Time: 3149.7 ms [2022-04-18 16:54:27 main:574] : INFO : Epoch 1741 | loss: 0.0311924 | val_loss: 0.0311899 | Time: 3130.87 ms [2022-04-18 16:54:30 main:574] : INFO : Epoch 1742 | loss: 0.031192 | val_loss: 0.0311894 | Time: 3127.55 ms [2022-04-18 16:54:33 main:574] : INFO : Epoch 1743 | loss: 0.0311929 | val_loss: 0.0311898 | Time: 3147.42 ms [2022-04-18 16:54:37 main:574] : INFO : Epoch 1744 | loss: 0.0311925 | val_loss: 0.0311897 | Time: 3138.65 ms [2022-04-18 16:54:40 main:574] : INFO : Epoch 1745 | loss: 0.0311931 | val_loss: 0.0311917 | Time: 3149.54 ms [2022-04-18 16:54:43 main:574] : INFO : Epoch 1746 | loss: 0.0311918 | val_loss: 0.0311908 | Time: 3135.52 ms [2022-04-18 16:54:46 main:574] : INFO : Epoch 1747 | loss: 0.0311916 | val_loss: 0.0311905 | Time: 3133.22 ms [2022-04-18 16:54:49 main:574] : INFO : Epoch 1748 | loss: 0.0311917 | val_loss: 0.031193 | Time: 3137.6 ms [2022-04-18 16:54:52 main:574] : INFO : Epoch 1749 | loss: 0.0311918 | val_loss: 0.0311911 | Time: 3131.67 ms [2022-04-18 16:54:55 main:574] : INFO : Epoch 1750 | loss: 0.0311917 | val_loss: 0.0311932 | Time: 3128.97 ms [2022-04-18 16:54:59 main:574] : INFO : Epoch 1751 | loss: 0.0311916 | val_loss: 0.0311902 | Time: 3146.32 ms [2022-04-18 16:55:02 main:574] : INFO : Epoch 1752 | loss: 0.0311913 | val_loss: 0.03119 | Time: 3156.54 ms [2022-04-18 16:55:05 main:574] : INFO : Epoch 1753 | loss: 0.0311907 | val_loss: 0.0311913 | Time: 3126.61 ms [2022-04-18 16:55:08 main:574] : INFO : Epoch 1754 | loss: 0.0311914 | val_loss: 0.0311907 | Time: 3128.15 ms [2022-04-18 16:55:11 main:574] : INFO : Epoch 1755 | loss: 0.0311909 | val_loss: 0.0311902 | Time: 3150.45 ms [2022-04-18 16:55:14 main:574] : INFO : Epoch 1756 | loss: 0.0311915 | val_loss: 0.0311901 | Time: 3134.37 ms [2022-04-18 16:55:17 main:574] : INFO : Epoch 1757 | loss: 0.0311914 | val_loss: 0.0311908 | Time: 3126.5 ms [2022-04-18 16:55:21 main:574] : INFO : Epoch 1758 | loss: 0.0311914 | val_loss: 0.0311901 | Time: 3141.71 ms [2022-04-18 16:55:24 main:574] : INFO : Epoch 1759 | loss: 0.0311901 | val_loss: 0.0311902 | Time: 3148.65 ms [2022-04-18 16:55:27 main:574] : INFO : Epoch 1760 | loss: 0.0311899 | val_loss: 0.0311893 | Time: 3145.91 ms [2022-04-18 16:55:30 main:574] : INFO : Epoch 1761 | loss: 0.0311903 | val_loss: 0.0311894 | Time: 3131.33 ms [2022-04-18 16:55:33 main:574] : INFO : Epoch 1762 | loss: 0.03119 | val_loss: 0.0311898 | Time: 3135.81 ms [2022-04-18 16:55:36 main:574] : INFO : Epoch 1763 | loss: 0.0311897 | val_loss: 0.0311894 | Time: 3130.07 ms [2022-04-18 16:55:39 main:574] : INFO : Epoch 1764 | loss: 0.0311898 | val_loss: 0.0311901 | Time: 3147.29 ms [2022-04-18 16:55:43 main:574] : INFO : Epoch 1765 | loss: 0.0311914 | val_loss: 0.031194 | Time: 3135.02 ms [2022-04-18 16:55:46 main:574] : INFO : Epoch 1766 | loss: 0.031192 | val_loss: 0.0311901 | Time: 3132.15 ms [2022-04-18 16:55:49 main:574] : INFO : Epoch 1767 | loss: 0.0311921 | val_loss: 0.0311908 | Time: 3134.52 ms [2022-04-18 16:55:52 main:574] : INFO : Epoch 1768 | loss: 0.0311924 | val_loss: 0.0311924 | Time: 3131.77 ms [2022-04-18 16:55:55 main:574] : INFO : Epoch 1769 | loss: 0.0311904 | val_loss: 0.0311906 | Time: 3127.62 ms [2022-04-18 16:55:58 main:574] : INFO : Epoch 1770 | loss: 0.0311897 | val_loss: 0.0311909 | Time: 3132.6 ms [2022-04-18 16:56:01 main:574] : INFO : Epoch 1771 | loss: 0.0311908 | val_loss: 0.0311944 | Time: 3142.11 ms [2022-04-18 16:56:05 main:574] : INFO : Epoch 1772 | loss: 0.0311912 | val_loss: 0.0311905 | Time: 3136.04 ms [2022-04-18 16:56:08 main:574] : INFO : Epoch 1773 | loss: 0.0311899 | val_loss: 0.0311892 | Time: 3132.04 ms [2022-04-18 16:56:11 main:574] : INFO : Epoch 1774 | loss: 0.03119 | val_loss: 0.0311893 | Time: 3130.18 ms [2022-04-18 16:56:14 main:574] : INFO : Epoch 1775 | loss: 0.0311913 | val_loss: 0.0311897 | Time: 3111.28 ms [2022-04-18 16:56:17 main:574] : INFO : Epoch 1776 | loss: 0.031192 | val_loss: 0.03119 | Time: 3115.18 ms [2022-04-18 16:56:20 main:574] : INFO : Epoch 1777 | loss: 0.0311916 | val_loss: 0.0311923 | Time: 3123.32 ms [2022-04-18 16:56:23 main:574] : INFO : Epoch 1778 | loss: 0.0311953 | val_loss: 0.0311916 | Time: 3136.25 ms [2022-04-18 16:56:27 main:574] : INFO : Epoch 1779 | loss: 0.0311944 | val_loss: 0.0311925 | Time: 3158.61 ms [2022-04-18 16:56:30 main:574] : INFO : Epoch 1780 | loss: 0.0311939 | val_loss: 0.0311909 | Time: 3145.24 ms [2022-04-18 16:56:33 main:574] : INFO : Epoch 1781 | loss: 0.0311935 | val_loss: 0.031191 | Time: 3131.15 ms [2022-04-18 16:56:36 main:574] : INFO : Epoch 1782 | loss: 0.0311933 | val_loss: 0.0311913 | Time: 3125.48 ms [2022-04-18 16:56:39 main:574] : INFO : Epoch 1783 | loss: 0.0311939 | val_loss: 0.0311955 | Time: 3145.07 ms [2022-04-18 16:56:42 main:574] : INFO : Epoch 1784 | loss: 0.0311937 | val_loss: 0.0311924 | Time: 3121.49 ms [2022-04-18 16:56:45 main:574] : INFO : Epoch 1785 | loss: 0.031194 | val_loss: 0.0311915 | Time: 3138.51 ms [2022-04-18 16:56:48 main:574] : INFO : Epoch 1786 | loss: 0.0311939 | val_loss: 0.0311943 | Time: 3128.45 ms [2022-04-18 16:56:52 main:574] : INFO : Epoch 1787 | loss: 0.0311939 | val_loss: 0.0311903 | Time: 3139.8 ms [2022-04-18 16:56:55 main:574] : INFO : Epoch 1788 | loss: 0.0311926 | val_loss: 0.0311896 | Time: 3141.27 ms [2022-04-18 16:56:58 main:574] : INFO : Epoch 1789 | loss: 0.0311929 | val_loss: 0.0311909 | Time: 3118.62 ms [2022-04-18 16:57:01 main:574] : INFO : Epoch 1790 | loss: 0.031194 | val_loss: 0.0311922 | Time: 3135.9 ms [2022-04-18 16:57:04 main:574] : INFO : Epoch 1791 | loss: 0.0311967 | val_loss: 0.0311939 | Time: 3133.31 ms [2022-04-18 16:57:07 main:574] : INFO : Epoch 1792 | loss: 0.0311942 | val_loss: 0.0311904 | Time: 3142.41 ms [2022-04-18 16:57:10 main:574] : INFO : Epoch 1793 | loss: 0.0311937 | val_loss: 0.0311917 | Time: 3123.68 ms [2022-04-18 16:57:14 main:574] : INFO : Epoch 1794 | loss: 0.0311941 | val_loss: 0.0311897 | Time: 3133.41 ms [2022-04-18 16:57:17 main:574] : INFO : Epoch 1795 | loss: 0.0311937 | val_loss: 0.0311919 | Time: 3135.98 ms [2022-04-18 16:57:20 main:574] : INFO : Epoch 1796 | loss: 0.0311931 | val_loss: 0.0311918 | Time: 3127.35 ms [2022-04-18 16:57:23 main:574] : INFO : Epoch 1797 | loss: 0.0311931 | val_loss: 0.0311903 | Time: 3130.96 ms [2022-04-18 16:57:26 main:574] : INFO : Epoch 1798 | loss: 0.0311924 | val_loss: 0.0311907 | Time: 3120.09 ms [2022-04-18 16:57:29 main:574] : INFO : Epoch 1799 | loss: 0.0311924 | val_loss: 0.0311897 | Time: 3162.58 ms [2022-04-18 16:57:32 main:574] : INFO : Epoch 1800 | loss: 0.0311926 | val_loss: 0.0311891 | Time: 3132.74 ms [2022-04-18 16:57:36 main:574] : INFO : Epoch 1801 | loss: 0.0311919 | val_loss: 0.031189 | Time: 3128.58 ms [2022-04-18 16:57:39 main:574] : INFO : Epoch 1802 | loss: 0.0311917 | val_loss: 0.0311907 | Time: 3127.18 ms [2022-04-18 16:57:42 main:574] : INFO : Epoch 1803 | loss: 0.031194 | val_loss: 0.031191 | Time: 3151.52 ms [2022-04-18 16:57:45 main:574] : INFO : Epoch 1804 | loss: 0.031193 | val_loss: 0.0311901 | Time: 3131.28 ms [2022-04-18 16:57:48 main:574] : INFO : Epoch 1805 | loss: 0.0311919 | val_loss: 0.0311913 | Time: 3125.59 ms [2022-04-18 16:57:51 main:574] : INFO : Epoch 1806 | loss: 0.0311915 | val_loss: 0.0311906 | Time: 3126.43 ms [2022-04-18 16:57:54 main:574] : INFO : Epoch 1807 | loss: 0.0311932 | val_loss: 0.0311924 | Time: 3119.54 ms [2022-04-18 16:57:58 main:574] : INFO : Epoch 1808 | loss: 0.0311944 | val_loss: 0.0311938 | Time: 3149.27 ms [2022-04-18 16:58:01 main:574] : INFO : Epoch 1809 | loss: 0.0311938 | val_loss: 0.0311927 | Time: 3137.64 ms [2022-04-18 16:58:04 main:574] : INFO : Epoch 1810 | loss: 0.0311941 | val_loss: 0.0311926 | Time: 3123.55 ms [2022-04-18 16:58:07 main:574] : INFO : Epoch 1811 | loss: 0.0311947 | val_loss: 0.031192 | Time: 3147.96 ms [2022-04-18 16:58:10 main:574] : INFO : Epoch 1812 | loss: 0.0311941 | val_loss: 0.0311942 | Time: 3150.73 ms [2022-04-18 16:58:13 main:574] : INFO : Epoch 1813 | loss: 0.0311964 | val_loss: 0.0311983 | Time: 3121.17 ms [2022-04-18 16:58:16 main:574] : INFO : Epoch 1814 | loss: 0.0311954 | val_loss: 0.0311948 | Time: 3127.65 ms [2022-04-18 16:58:20 main:574] : INFO : Epoch 1815 | loss: 0.0311928 | val_loss: 0.0311933 | Time: 3134.95 ms [2022-04-18 16:58:23 main:574] : INFO : Epoch 1816 | loss: 0.0311938 | val_loss: 0.0311935 | Time: 3138.45 ms [2022-04-18 16:58:26 main:574] : INFO : Epoch 1817 | loss: 0.0311927 | val_loss: 0.0311943 | Time: 3142.29 ms [2022-04-18 16:58:29 main:574] : INFO : Epoch 1818 | loss: 0.0311929 | val_loss: 0.0311926 | Time: 3126.72 ms [2022-04-18 16:58:32 main:574] : INFO : Epoch 1819 | loss: 0.0311933 | val_loss: 0.0311923 | Time: 3136.44 ms [2022-04-18 16:58:35 main:574] : INFO : Epoch 1820 | loss: 0.0311924 | val_loss: 0.0311943 | Time: 3143.81 ms [2022-04-18 16:58:38 main:574] : INFO : Epoch 1821 | loss: 0.0311923 | val_loss: 0.0311935 | Time: 3142.81 ms [2022-04-18 16:58:42 main:574] : INFO : Epoch 1822 | loss: 0.0311934 | val_loss: 0.0311931 | Time: 3132.32 ms [2022-04-18 16:58:45 main:574] : INFO : Epoch 1823 | loss: 0.0311944 | val_loss: 0.031194 | Time: 3127.43 ms [2022-04-18 16:58:48 main:574] : INFO : Epoch 1824 | loss: 0.0311937 | val_loss: 0.0311923 | Time: 3123.47 ms [2022-04-18 16:58:51 main:574] : INFO : Epoch 1825 | loss: 0.031193 | val_loss: 0.0311903 | Time: 3148.3 ms [2022-04-18 16:58:54 main:574] : INFO : Epoch 1826 | loss: 0.0311922 | val_loss: 0.0311916 | Time: 3145.89 ms [2022-04-18 16:58:57 main:574] : INFO : Epoch 1827 | loss: 0.0311924 | val_loss: 0.0311908 | Time: 3127.18 ms [2022-04-18 16:59:00 main:574] : INFO : Epoch 1828 | loss: 0.0311943 | val_loss: 0.031191 | Time: 3139.52 ms [2022-04-18 16:59:04 main:574] : INFO : Epoch 1829 | loss: 0.031194 | val_loss: 0.0311939 | Time: 3146.96 ms [2022-04-18 16:59:07 main:574] : INFO : Epoch 1830 | loss: 0.031194 | val_loss: 0.0311909 | Time: 3132.85 ms [2022-04-18 16:59:10 main:574] : INFO : Epoch 1831 | loss: 0.0311925 | val_loss: 0.0311908 | Time: 3139.59 ms [2022-04-18 16:59:13 main:574] : INFO : Epoch 1832 | loss: 0.0311936 | val_loss: 0.0311956 | Time: 3142.34 ms [2022-04-18 16:59:16 main:574] : INFO : Epoch 1833 | loss: 0.0311947 | val_loss: 0.0311938 | Time: 3129.17 ms [2022-04-18 16:59:19 main:574] : INFO : Epoch 1834 | loss: 0.0311939 | val_loss: 0.0311931 | Time: 3140.63 ms [2022-04-18 16:59:22 main:574] : INFO : Epoch 1835 | loss: 0.0311924 | val_loss: 0.031193 | Time: 3140.78 ms [2022-04-18 16:59:26 main:574] : INFO : Epoch 1836 | loss: 0.0311924 | val_loss: 0.0311927 | Time: 3113.56 ms [2022-04-18 16:59:29 main:574] : INFO : Epoch 1837 | loss: 0.0311926 | val_loss: 0.0311924 | Time: 3136.48 ms [2022-04-18 16:59:32 main:574] : INFO : Epoch 1838 | loss: 0.0311918 | val_loss: 0.0311924 | Time: 3119.53 ms [2022-04-18 16:59:35 main:574] : INFO : Epoch 1839 | loss: 0.0311919 | val_loss: 0.0311928 | Time: 3156.24 ms [2022-04-18 16:59:38 main:574] : INFO : Epoch 1840 | loss: 0.0311938 | val_loss: 0.0311947 | Time: 3161.15 ms [2022-04-18 16:59:41 main:574] : INFO : Epoch 1841 | loss: 0.031198 | val_loss: 0.0311938 | Time: 3144.52 ms [2022-04-18 16:59:44 main:574] : INFO : Epoch 1842 | loss: 0.0311939 | val_loss: 0.0311924 | Time: 3133.09 ms [2022-04-18 16:59:48 main:574] : INFO : Epoch 1843 | loss: 0.0311932 | val_loss: 0.0311925 | Time: 3149.37 ms [2022-04-18 16:59:51 main:574] : INFO : Epoch 1844 | loss: 0.0311938 | val_loss: 0.0311925 | Time: 3141 ms [2022-04-18 16:59:54 main:574] : INFO : Epoch 1845 | loss: 0.0311937 | val_loss: 0.0311916 | Time: 3134.34 ms [2022-04-18 16:59:57 main:574] : INFO : Epoch 1846 | loss: 0.0311949 | val_loss: 0.0311923 | Time: 3171.87 ms [2022-04-18 17:00:00 main:574] : INFO : Epoch 1847 | loss: 0.0311938 | val_loss: 0.0311912 | Time: 3148.61 ms [2022-04-18 17:00:03 main:574] : INFO : Epoch 1848 | loss: 0.0311941 | val_loss: 0.0311924 | Time: 3146.9 ms [2022-04-18 17:00:07 main:574] : INFO : Epoch 1849 | loss: 0.0311944 | val_loss: 0.0311907 | Time: 3145.95 ms [2022-04-18 17:00:10 main:574] : INFO : Epoch 1850 | loss: 0.0311935 | val_loss: 0.031192 | Time: 3142.31 ms [2022-04-18 17:00:13 main:574] : INFO : Epoch 1851 | loss: 0.031192 | val_loss: 0.0311908 | Time: 3143.55 ms [2022-04-18 17:00:16 main:574] : INFO : Epoch 1852 | loss: 0.0311927 | val_loss: 0.0311897 | Time: 3142.29 ms [2022-04-18 17:00:19 main:574] : INFO : Epoch 1853 | loss: 0.0311932 | val_loss: 0.0311906 | Time: 3133.81 ms [2022-04-18 17:00:22 main:574] : INFO : Epoch 1854 | loss: 0.0311929 | val_loss: 0.0311911 | Time: 3144.3 ms [2022-04-18 17:00:25 main:574] : INFO : Epoch 1855 | loss: 0.0311926 | val_loss: 0.0311902 | Time: 3154.09 ms [2022-04-18 17:00:29 main:574] : INFO : Epoch 1856 | loss: 0.0311923 | val_loss: 0.0311897 | Time: 3144.23 ms [2022-04-18 17:00:32 main:574] : INFO : Epoch 1857 | loss: 0.0311934 | val_loss: 0.0311897 | Time: 3142.08 ms [2022-04-18 17:00:35 main:574] : INFO : Epoch 1858 | loss: 0.0311931 | val_loss: 0.0311903 | Time: 3126.47 ms [2022-04-18 17:00:38 main:574] : INFO : Epoch 1859 | loss: 0.0311929 | val_loss: 0.0311891 | Time: 3141.54 ms [2022-04-18 17:00:41 main:574] : INFO : Epoch 1860 | loss: 0.0311923 | val_loss: 0.0311899 | Time: 3138.87 ms [2022-04-18 17:00:44 main:574] : INFO : Epoch 1861 | loss: 0.0311925 | val_loss: 0.0311903 | Time: 3124.53 ms [2022-04-18 17:00:47 main:574] : INFO : Epoch 1862 | loss: 0.0311917 | val_loss: 0.0311891 | Time: 3155.7 ms [2022-04-18 17:00:51 main:574] : INFO : Epoch 1863 | loss: 0.0311919 | val_loss: 0.0311932 | Time: 3138.2 ms [2022-04-18 17:00:54 main:574] : INFO : Epoch 1864 | loss: 0.0311949 | val_loss: 0.0311988 | Time: 3151.77 ms [2022-04-18 17:00:57 main:574] : INFO : Epoch 1865 | loss: 0.0311947 | val_loss: 0.0311955 | Time: 3136.43 ms [2022-04-18 17:01:00 main:574] : INFO : Epoch 1866 | loss: 0.0311942 | val_loss: 0.0311986 | Time: 3119.77 ms [2022-04-18 17:01:03 main:574] : INFO : Epoch 1867 | loss: 0.031196 | val_loss: 0.0311956 | Time: 3155.53 ms [2022-04-18 17:01:06 main:574] : INFO : Epoch 1868 | loss: 0.0311931 | val_loss: 0.0311959 | Time: 3133.41 ms [2022-04-18 17:01:09 main:574] : INFO : Epoch 1869 | loss: 0.0311939 | val_loss: 0.0311931 | Time: 3133.27 ms [2022-04-18 17:01:13 main:574] : INFO : Epoch 1870 | loss: 0.0311931 | val_loss: 0.0311948 | Time: 3141.13 ms [2022-04-18 17:01:16 main:574] : INFO : Epoch 1871 | loss: 0.0311926 | val_loss: 0.0311938 | Time: 3142.19 ms [2022-04-18 17:01:19 main:574] : INFO : Epoch 1872 | loss: 0.0311918 | val_loss: 0.0311933 | Time: 3148.14 ms [2022-04-18 17:01:22 main:574] : INFO : Epoch 1873 | loss: 0.0311946 | val_loss: 0.0311964 | Time: 3133.4 ms [2022-04-18 17:01:25 main:574] : INFO : Epoch 1874 | loss: 0.031193 | val_loss: 0.0311934 | Time: 3127.38 ms [2022-04-18 17:01:28 main:574] : INFO : Epoch 1875 | loss: 0.0311928 | val_loss: 0.0311944 | Time: 3141.41 ms [2022-04-18 17:01:31 main:574] : INFO : Epoch 1876 | loss: 0.0311916 | val_loss: 0.0311926 | Time: 3163.64 ms [2022-04-18 17:01:35 main:574] : INFO : Epoch 1877 | loss: 0.0311916 | val_loss: 0.031192 | Time: 3132.2 ms [2022-04-18 17:01:38 main:574] : INFO : Epoch 1878 | loss: 0.0311922 | val_loss: 0.0311917 | Time: 3144.89 ms [2022-04-18 17:01:41 main:574] : INFO : Epoch 1879 | loss: 0.031194 | val_loss: 0.0311934 | Time: 3145.24 ms [2022-04-18 17:01:44 main:574] : INFO : Epoch 1880 | loss: 0.0311927 | val_loss: 0.0311923 | Time: 3133.76 ms [2022-04-18 17:01:47 main:574] : INFO : Epoch 1881 | loss: 0.0311911 | val_loss: 0.0311925 | Time: 3120.08 ms [2022-04-18 17:01:50 main:574] : INFO : Epoch 1882 | loss: 0.0311911 | val_loss: 0.0311916 | Time: 3132.36 ms [2022-04-18 17:01:53 main:574] : INFO : Epoch 1883 | loss: 0.0311902 | val_loss: 0.0311915 | Time: 3151.46 ms [2022-04-18 17:01:57 main:574] : INFO : Epoch 1884 | loss: 0.03119 | val_loss: 0.0311916 | Time: 3151.84 ms [2022-04-18 17:02:00 main:574] : INFO : Epoch 1885 | loss: 0.0311906 | val_loss: 0.0311915 | Time: 3137.45 ms [2022-04-18 17:02:03 main:574] : INFO : Epoch 1886 | loss: 0.0311905 | val_loss: 0.0311926 | Time: 3127.85 ms [2022-04-18 17:02:06 main:574] : INFO : Epoch 1887 | loss: 0.0311922 | val_loss: 0.0311921 | Time: 3130.85 ms [2022-04-18 17:02:09 main:574] : INFO : Epoch 1888 | loss: 0.0311942 | val_loss: 0.0311923 | Time: 3154.71 ms [2022-04-18 17:02:12 main:574] : INFO : Epoch 1889 | loss: 0.0311937 | val_loss: 0.0311956 | Time: 3138.64 ms [2022-04-18 17:02:16 main:574] : INFO : Epoch 1890 | loss: 0.0311914 | val_loss: 0.0311926 | Time: 3140.3 ms [2022-04-18 17:02:19 main:574] : INFO : Epoch 1891 | loss: 0.0311905 | val_loss: 0.0311927 | Time: 3137.69 ms [2022-04-18 17:02:22 main:574] : INFO : Epoch 1892 | loss: 0.0311908 | val_loss: 0.0311913 | Time: 3141.28 ms [2022-04-18 17:02:25 main:574] : INFO : Epoch 1893 | loss: 0.0311898 | val_loss: 0.0311956 | Time: 3143.87 ms [2022-04-18 17:02:28 main:574] : INFO : Epoch 1894 | loss: 0.0311905 | val_loss: 0.0311913 | Time: 3142.27 ms [2022-04-18 17:02:31 main:574] : INFO : Epoch 1895 | loss: 0.0311908 | val_loss: 0.0311918 | Time: 3146.09 ms [2022-04-18 17:02:34 main:574] : INFO : Epoch 1896 | loss: 0.0311923 | val_loss: 0.031192 | Time: 3138.58 ms [2022-04-18 17:02:38 main:574] : INFO : Epoch 1897 | loss: 0.031189 | val_loss: 0.0311915 | Time: 3135.06 ms [2022-04-18 17:02:41 main:574] : INFO : Epoch 1898 | loss: 0.0311896 | val_loss: 0.031192 | Time: 3134.88 ms [2022-04-18 17:02:44 main:574] : INFO : Epoch 1899 | loss: 0.0311914 | val_loss: 0.0311911 | Time: 3143.57 ms [2022-04-18 17:02:47 main:574] : INFO : Epoch 1900 | loss: 0.0311917 | val_loss: 0.0311909 | Time: 3142.24 ms [2022-04-18 17:02:50 main:574] : INFO : Epoch 1901 | loss: 0.0311901 | val_loss: 0.0311914 | Time: 3128.47 ms [2022-04-18 17:02:53 main:574] : INFO : Epoch 1902 | loss: 0.0311904 | val_loss: 0.0311973 | Time: 3153.22 ms [2022-04-18 17:02:56 main:574] : INFO : Epoch 1903 | loss: 0.0311937 | val_loss: 0.0311981 | Time: 3142.64 ms [2022-04-18 17:03:00 main:574] : INFO : Epoch 1904 | loss: 0.0311913 | val_loss: 0.031194 | Time: 3125.11 ms [2022-04-18 17:03:03 main:574] : INFO : Epoch 1905 | loss: 0.0311912 | val_loss: 0.0311929 | Time: 3153.11 ms [2022-04-18 17:03:06 main:574] : INFO : Epoch 1906 | loss: 0.0311913 | val_loss: 0.0311925 | Time: 3129.6 ms [2022-04-18 17:03:09 main:574] : INFO : Epoch 1907 | loss: 0.031191 | val_loss: 0.0311944 | Time: 3130.96 ms [2022-04-18 17:03:12 main:574] : INFO : Epoch 1908 | loss: 0.031192 | val_loss: 0.0312006 | Time: 3144.46 ms [2022-04-18 17:03:15 main:574] : INFO : Epoch 1909 | loss: 0.0311917 | val_loss: 0.0311944 | Time: 3135.48 ms [2022-04-18 17:03:18 main:574] : INFO : Epoch 1910 | loss: 0.0311933 | val_loss: 0.0311999 | Time: 3124.14 ms [2022-04-18 17:03:22 main:574] : INFO : Epoch 1911 | loss: 0.0311928 | val_loss: 0.0311932 | Time: 3162.46 ms [2022-04-18 17:03:25 main:574] : INFO : Epoch 1912 | loss: 0.0311901 | val_loss: 0.031192 | Time: 3135.31 ms [2022-04-18 17:03:28 main:574] : INFO : Epoch 1913 | loss: 0.0311893 | val_loss: 0.0311925 | Time: 3141.53 ms [2022-04-18 17:03:31 main:574] : INFO : Epoch 1914 | loss: 0.0311894 | val_loss: 0.031194 | Time: 3136.37 ms [2022-04-18 17:03:34 main:574] : INFO : Epoch 1915 | loss: 0.0311901 | val_loss: 0.0311919 | Time: 3136.78 ms [2022-04-18 17:03:37 main:574] : INFO : Epoch 1916 | loss: 0.0311937 | val_loss: 0.0311974 | Time: 3141.92 ms [2022-04-18 17:03:40 main:574] : INFO : Epoch 1917 | loss: 0.0311968 | val_loss: 0.0311998 | Time: 3139.82 ms [2022-04-18 17:03:44 main:574] : INFO : Epoch 1918 | loss: 0.0311947 | val_loss: 0.0311923 | Time: 3137.71 ms [2022-04-18 17:03:47 main:574] : INFO : Epoch 1919 | loss: 0.0311929 | val_loss: 0.0311951 | Time: 3139.02 ms [2022-04-18 17:03:50 main:574] : INFO : Epoch 1920 | loss: 0.0311915 | val_loss: 0.0311951 | Time: 3134.99 ms [2022-04-18 17:03:53 main:574] : INFO : Epoch 1921 | loss: 0.0311912 | val_loss: 0.0311913 | Time: 3137.95 ms [2022-04-18 17:03:56 main:574] : INFO : Epoch 1922 | loss: 0.0311898 | val_loss: 0.0311928 | Time: 3111.25 ms [2022-04-18 17:03:59 main:574] : INFO : Epoch 1923 | loss: 0.03119 | val_loss: 0.0311953 | Time: 3130.85 ms [2022-04-18 17:04:02 main:574] : INFO : Epoch 1924 | loss: 0.0311915 | val_loss: 0.0311918 | Time: 3149.38 ms [2022-04-18 17:04:06 main:574] : INFO : Epoch 1925 | loss: 0.0311903 | val_loss: 0.0311931 | Time: 3148.41 ms [2022-04-18 17:04:09 main:574] : INFO : Epoch 1926 | loss: 0.0311923 | val_loss: 0.0311913 | Time: 3132.01 ms [2022-04-18 17:04:12 main:574] : INFO : Epoch 1927 | loss: 0.0311913 | val_loss: 0.0311931 | Time: 3144.04 ms [2022-04-18 17:04:15 main:574] : INFO : Epoch 1928 | loss: 0.0311893 | val_loss: 0.031191 | Time: 3137.44 ms [2022-04-18 17:04:18 main:574] : INFO : Epoch 1929 | loss: 0.0311894 | val_loss: 0.031193 | Time: 3135.41 ms [2022-04-18 17:04:21 main:574] : INFO : Epoch 1930 | loss: 0.0311895 | val_loss: 0.0311938 | Time: 3142.77 ms [2022-04-18 17:04:24 main:574] : INFO : Epoch 1931 | loss: 0.0311915 | val_loss: 0.0311999 | Time: 3135.77 ms [2022-04-18 17:04:28 main:574] : INFO : Epoch 1932 | loss: 0.0311912 | val_loss: 0.0311934 | Time: 3148.2 ms [2022-04-18 17:04:31 main:574] : INFO : Epoch 1933 | loss: 0.0311908 | val_loss: 0.0311933 | Time: 3135.62 ms [2022-04-18 17:04:34 main:574] : INFO : Epoch 1934 | loss: 0.03119 | val_loss: 0.0311929 | Time: 3144.39 ms [2022-04-18 17:04:37 main:574] : INFO : Epoch 1935 | loss: 0.0311902 | val_loss: 0.0311935 | Time: 3145.92 ms [2022-04-18 17:04:40 main:574] : INFO : Epoch 1936 | loss: 0.03119 | val_loss: 0.0311915 | Time: 3133.89 ms [2022-04-18 17:04:43 main:574] : INFO : Epoch 1937 | loss: 0.0311888 | val_loss: 0.0311921 | Time: 3133.57 ms [2022-04-18 17:04:46 main:574] : INFO : Epoch 1938 | loss: 0.0311901 | val_loss: 0.0311929 | Time: 3128.54 ms [2022-04-18 17:04:50 main:574] : INFO : Epoch 1939 | loss: 0.0311907 | val_loss: 0.0311928 | Time: 3154.3 ms [2022-04-18 17:04:53 main:574] : INFO : Epoch 1940 | loss: 0.0311916 | val_loss: 0.0311963 | Time: 3138.73 ms [2022-04-18 17:04:56 main:574] : INFO : Epoch 1941 | loss: 0.0311917 | val_loss: 0.0311929 | Time: 3146.09 ms [2022-04-18 17:04:59 main:574] : INFO : Epoch 1942 | loss: 0.0311924 | val_loss: 0.0311914 | Time: 3128.58 ms [2022-04-18 17:05:02 main:574] : INFO : Epoch 1943 | loss: 0.0311915 | val_loss: 0.031194 | Time: 3145.06 ms [2022-04-18 17:05:05 main:574] : INFO : Epoch 1944 | loss: 0.0311908 | val_loss: 0.0311919 | Time: 3149.65 ms [2022-04-18 17:05:09 main:574] : INFO : Epoch 1945 | loss: 0.0311909 | val_loss: 0.0311918 | Time: 3128.9 ms [2022-04-18 17:05:12 main:574] : INFO : Epoch 1946 | loss: 0.0311905 | val_loss: 0.031191 | Time: 3136.14 ms [2022-04-18 17:05:15 main:574] : INFO : Epoch 1947 | loss: 0.0311902 | val_loss: 0.0311935 | Time: 3167.61 ms [2022-04-18 17:05:18 main:574] : INFO : Epoch 1948 | loss: 0.0311903 | val_loss: 0.0311916 | Time: 3151.66 ms [2022-04-18 17:05:21 main:574] : INFO : Epoch 1949 | loss: 0.0311897 | val_loss: 0.0311941 | Time: 3134.24 ms [2022-04-18 17:05:24 main:574] : INFO : Epoch 1950 | loss: 0.0311895 | val_loss: 0.0311908 | Time: 3120.13 ms [2022-04-18 17:05:27 main:574] : INFO : Epoch 1951 | loss: 0.0311907 | val_loss: 0.0311937 | Time: 3161.49 ms [2022-04-18 17:05:31 main:574] : INFO : Epoch 1952 | loss: 0.0311902 | val_loss: 0.0311922 | Time: 3153.89 ms [2022-04-18 17:05:34 main:574] : INFO : Epoch 1953 | loss: 0.0311897 | val_loss: 0.0311931 | Time: 3142.21 ms [2022-04-18 17:05:37 main:574] : INFO : Epoch 1954 | loss: 0.0311907 | val_loss: 0.0311919 | Time: 3128.8 ms [2022-04-18 17:05:40 main:574] : INFO : Epoch 1955 | loss: 0.0311891 | val_loss: 0.0311942 | Time: 3157.62 ms [2022-04-18 17:05:43 main:574] : INFO : Epoch 1956 | loss: 0.031191 | val_loss: 0.0311961 | Time: 3152.97 ms [2022-04-18 17:05:46 main:574] : INFO : Epoch 1957 | loss: 0.0311891 | val_loss: 0.0311926 | Time: 3129.6 ms [2022-04-18 17:05:49 main:574] : INFO : Epoch 1958 | loss: 0.0311883 | val_loss: 0.0311914 | Time: 3138.65 ms [2022-04-18 17:05:53 main:574] : INFO : Epoch 1959 | loss: 0.0311887 | val_loss: 0.0311943 | Time: 3151.55 ms [2022-04-18 17:05:56 main:574] : INFO : Epoch 1960 | loss: 0.0311897 | val_loss: 0.0311913 | Time: 3147.65 ms [2022-04-18 17:05:59 main:574] : INFO : Epoch 1961 | loss: 0.031189 | val_loss: 0.0311915 | Time: 3157.69 ms [2022-04-18 17:06:02 main:574] : INFO : Epoch 1962 | loss: 0.031189 | val_loss: 0.0311924 | Time: 3148.04 ms [2022-04-18 17:06:05 main:574] : INFO : Epoch 1963 | loss: 0.0311882 | val_loss: 0.0311909 | Time: 3129.3 ms [2022-04-18 17:06:08 main:574] : INFO : Epoch 1964 | loss: 0.0311885 | val_loss: 0.0311919 | Time: 3143.7 ms [2022-04-18 17:06:12 main:574] : INFO : Epoch 1965 | loss: 0.0311878 | val_loss: 0.0311916 | Time: 3135.32 ms [2022-04-18 17:06:15 main:574] : INFO : Epoch 1966 | loss: 0.0311883 | val_loss: 0.0311931 | Time: 3147.07 ms [2022-04-18 17:06:18 main:574] : INFO : Epoch 1967 | loss: 0.0311935 | val_loss: 0.0311929 | Time: 3160.42 ms [2022-04-18 17:06:21 main:574] : INFO : Epoch 1968 | loss: 0.0311896 | val_loss: 0.0311917 | Time: 3136.72 ms [2022-04-18 17:06:24 main:574] : INFO : Epoch 1969 | loss: 0.0311894 | val_loss: 0.0311968 | Time: 3134.96 ms [2022-04-18 17:06:27 main:574] : INFO : Epoch 1970 | loss: 0.0311903 | val_loss: 0.0311925 | Time: 3150.63 ms [2022-04-18 17:06:30 main:574] : INFO : Epoch 1971 | loss: 0.0311888 | val_loss: 0.0311927 | Time: 3135.19 ms [2022-04-18 17:06:34 main:574] : INFO : Epoch 1972 | loss: 0.0311908 | val_loss: 0.0311939 | Time: 3151.35 ms [2022-04-18 17:06:37 main:574] : INFO : Epoch 1973 | loss: 0.0311919 | val_loss: 0.0311925 | Time: 3140.49 ms [2022-04-18 17:06:40 main:574] : INFO : Epoch 1974 | loss: 0.03119 | val_loss: 0.0311985 | Time: 3170.43 ms [2022-04-18 17:06:43 main:574] : INFO : Epoch 1975 | loss: 0.0311898 | val_loss: 0.031193 | Time: 3137.62 ms [2022-04-18 17:06:46 main:574] : INFO : Epoch 1976 | loss: 0.0311895 | val_loss: 0.0311967 | Time: 3129.95 ms [2022-04-18 17:06:49 main:574] : INFO : Epoch 1977 | loss: 0.0311907 | val_loss: 0.0311955 | Time: 3130.95 ms [2022-04-18 17:06:52 main:574] : INFO : Epoch 1978 | loss: 0.0311899 | val_loss: 0.0311938 | Time: 3141 ms [2022-04-18 17:06:56 main:574] : INFO : Epoch 1979 | loss: 0.031189 | val_loss: 0.0311932 | Time: 3143.71 ms [2022-04-18 17:06:59 main:574] : INFO : Epoch 1980 | loss: 0.031188 | val_loss: 0.0311925 | Time: 3151.95 ms [2022-04-18 17:07:02 main:574] : INFO : Epoch 1981 | loss: 0.0311892 | val_loss: 0.0311922 | Time: 3138.82 ms [2022-04-18 17:07:05 main:574] : INFO : Epoch 1982 | loss: 0.0311881 | val_loss: 0.0311933 | Time: 3155.3 ms [2022-04-18 17:07:08 main:574] : INFO : Epoch 1983 | loss: 0.0311901 | val_loss: 0.0311995 | Time: 3146.34 ms [2022-04-18 17:07:11 main:574] : INFO : Epoch 1984 | loss: 0.0311904 | val_loss: 0.0311926 | Time: 3138.6 ms [2022-04-18 17:07:15 main:574] : INFO : Epoch 1985 | loss: 0.0311889 | val_loss: 0.0311929 | Time: 3140.59 ms [2022-04-18 17:07:18 main:574] : INFO : Epoch 1986 | loss: 0.0311901 | val_loss: 0.0311932 | Time: 3144.29 ms [2022-04-18 17:07:21 main:574] : INFO : Epoch 1987 | loss: 0.0311895 | val_loss: 0.0311937 | Time: 3153.75 ms [2022-04-18 17:07:24 main:574] : INFO : Epoch 1988 | loss: 0.031189 | val_loss: 0.0311925 | Time: 3138.83 ms [2022-04-18 17:07:27 main:574] : INFO : Epoch 1989 | loss: 0.0311895 | val_loss: 0.0311938 | Time: 3138.78 ms [2022-04-18 17:07:30 main:574] : INFO : Epoch 1990 | loss: 0.0311905 | val_loss: 0.0311924 | Time: 3140.51 ms [2022-04-18 17:07:33 main:574] : INFO : Epoch 1991 | loss: 0.0311911 | val_loss: 0.0311934 | Time: 3139.5 ms [2022-04-18 17:07:37 main:574] : INFO : Epoch 1992 | loss: 0.0311904 | val_loss: 0.0311936 | Time: 3130.42 ms [2022-04-18 17:07:40 main:574] : INFO : Epoch 1993 | loss: 0.0311897 | val_loss: 0.0311943 | Time: 3123.57 ms [2022-04-18 17:07:43 main:574] : INFO : Epoch 1994 | loss: 0.0311918 | val_loss: 0.0311936 | Time: 3137.69 ms [2022-04-18 17:07:46 main:574] : INFO : Epoch 1995 | loss: 0.031189 | val_loss: 0.0311923 | Time: 3159.27 ms [2022-04-18 17:07:49 main:574] : INFO : Epoch 1996 | loss: 0.0311879 | val_loss: 0.031192 | Time: 3132.75 ms [2022-04-18 17:07:52 main:574] : INFO : Epoch 1997 | loss: 0.0311884 | val_loss: 0.0311919 | Time: 3132.65 ms [2022-04-18 17:07:55 main:574] : INFO : Epoch 1998 | loss: 0.0311909 | val_loss: 0.0311991 | Time: 3133.89 ms [2022-04-18 17:07:59 main:574] : INFO : Epoch 1999 | loss: 0.0311959 | val_loss: 0.0311952 | Time: 3137.27 ms [2022-04-18 17:08:02 main:574] : INFO : Epoch 2000 | loss: 0.0311901 | val_loss: 0.0311918 | Time: 3153.82 ms [2022-04-18 17:08:05 main:574] : INFO : Epoch 2001 | loss: 0.0311887 | val_loss: 0.0311909 | Time: 3120.5 ms [2022-04-18 17:08:08 main:574] : INFO : Epoch 2002 | loss: 0.0311873 | val_loss: 0.0311916 | Time: 3137.18 ms [2022-04-18 17:08:11 main:574] : INFO : Epoch 2003 | loss: 0.0311877 | val_loss: 0.0311912 | Time: 3142.31 ms [2022-04-18 17:08:14 main:574] : INFO : Epoch 2004 | loss: 0.0311891 | val_loss: 0.0311924 | Time: 3148.02 ms [2022-04-18 17:08:17 main:574] : INFO : Epoch 2005 | loss: 0.0311884 | val_loss: 0.0311921 | Time: 3129.02 ms [2022-04-18 17:08:21 main:574] : INFO : Epoch 2006 | loss: 0.0311884 | val_loss: 0.0311914 | Time: 3129.29 ms [2022-04-18 17:08:24 main:574] : INFO : Epoch 2007 | loss: 0.0311869 | val_loss: 0.031191 | Time: 3134.79 ms [2022-04-18 17:08:27 main:574] : INFO : Epoch 2008 | loss: 0.0311873 | val_loss: 0.0311909 | Time: 3151.28 ms [2022-04-18 17:08:30 main:574] : INFO : Epoch 2009 | loss: 0.0311873 | val_loss: 0.0311952 | Time: 3141.7 ms [2022-04-18 17:08:33 main:574] : INFO : Epoch 2010 | loss: 0.031188 | val_loss: 0.031191 | Time: 3151.34 ms [2022-04-18 17:08:36 main:574] : INFO : Epoch 2011 | loss: 0.0311868 | val_loss: 0.0311909 | Time: 3139.62 ms [2022-04-18 17:08:39 main:574] : INFO : Epoch 2012 | loss: 0.0311876 | val_loss: 0.0311907 | Time: 3143.28 ms [2022-04-18 17:08:43 main:574] : INFO : Epoch 2013 | loss: 0.0311894 | val_loss: 0.0311909 | Time: 3124.96 ms [2022-04-18 17:08:46 main:574] : INFO : Epoch 2014 | loss: 0.0311899 | val_loss: 0.0311917 | Time: 3135.12 ms [2022-04-18 17:08:49 main:574] : INFO : Epoch 2015 | loss: 0.0311875 | val_loss: 0.0311933 | Time: 3134.93 ms [2022-04-18 17:08:52 main:574] : INFO : Epoch 2016 | loss: 0.0311893 | val_loss: 0.0311995 | Time: 3145.81 ms [2022-04-18 17:08:55 main:574] : INFO : Epoch 2017 | loss: 0.0311928 | val_loss: 0.0311978 | Time: 3130.22 ms [2022-04-18 17:08:58 main:574] : INFO : Epoch 2018 | loss: 0.0311932 | val_loss: 0.0311976 | Time: 3146.12 ms [2022-04-18 17:09:01 main:574] : INFO : Epoch 2019 | loss: 0.0311929 | val_loss: 0.031197 | Time: 3142.18 ms [2022-04-18 17:09:05 main:574] : INFO : Epoch 2020 | loss: 0.031192 | val_loss: 0.031195 | Time: 3131.07 ms [2022-04-18 17:09:08 main:574] : INFO : Epoch 2021 | loss: 0.0311907 | val_loss: 0.031195 | Time: 3152.18 ms [2022-04-18 17:09:11 main:574] : INFO : Epoch 2022 | loss: 0.0311893 | val_loss: 0.031194 | Time: 3134.41 ms [2022-04-18 17:09:14 main:574] : INFO : Epoch 2023 | loss: 0.0311899 | val_loss: 0.0311965 | Time: 3157.55 ms [2022-04-18 17:09:17 main:574] : INFO : Epoch 2024 | loss: 0.031191 | val_loss: 0.031194 | Time: 3130.89 ms [2022-04-18 17:09:20 main:574] : INFO : Epoch 2025 | loss: 0.0311911 | val_loss: 0.0311985 | Time: 3154.98 ms [2022-04-18 17:09:24 main:574] : INFO : Epoch 2026 | loss: 0.0311901 | val_loss: 0.0311944 | Time: 3135.07 ms [2022-04-18 17:09:27 main:574] : INFO : Epoch 2027 | loss: 0.0311897 | val_loss: 0.0311981 | Time: 3149.51 ms [2022-04-18 17:09:30 main:574] : INFO : Epoch 2028 | loss: 0.0311911 | val_loss: 0.031195 | Time: 3134.85 ms [2022-04-18 17:09:33 main:574] : INFO : Epoch 2029 | loss: 0.0311921 | val_loss: 0.0311967 | Time: 3143.02 ms [2022-04-18 17:09:36 main:574] : INFO : Epoch 2030 | loss: 0.031191 | val_loss: 0.0311964 | Time: 3152.43 ms [2022-04-18 17:09:39 main:574] : INFO : Epoch 2031 | loss: 0.0311916 | val_loss: 0.0311927 | Time: 3157.95 ms [2022-04-18 17:09:42 main:574] : INFO : Epoch 2032 | loss: 0.031191 | val_loss: 0.031193 | Time: 3151.47 ms [2022-04-18 17:09:46 main:574] : INFO : Epoch 2033 | loss: 0.0311898 | val_loss: 0.0311941 | Time: 3134.99 ms [2022-04-18 17:09:49 main:574] : INFO : Epoch 2034 | loss: 0.0311913 | val_loss: 0.0311939 | Time: 3135.75 ms [2022-04-18 17:09:52 main:574] : INFO : Epoch 2035 | loss: 0.0311924 | val_loss: 0.0311939 | Time: 3153.16 ms [2022-04-18 17:09:55 main:574] : INFO : Epoch 2036 | loss: 0.0311929 | val_loss: 0.0311961 | Time: 3146.41 ms [2022-04-18 17:09:58 main:574] : INFO : Epoch 2037 | loss: 0.0311911 | val_loss: 0.0311939 | Time: 3126.09 ms [2022-04-18 17:10:01 main:574] : INFO : Epoch 2038 | loss: 0.0311908 | val_loss: 0.0311933 | Time: 3154.39 ms [2022-04-18 17:10:04 main:574] : INFO : Epoch 2039 | loss: 0.0311903 | val_loss: 0.0311928 | Time: 3161.51 ms [2022-04-18 17:10:08 main:574] : INFO : Epoch 2040 | loss: 0.0311911 | val_loss: 0.0311938 | Time: 3154.29 ms [2022-04-18 17:10:11 main:574] : INFO : Epoch 2041 | loss: 0.0311908 | val_loss: 0.0311939 | Time: 3134.85 ms [2022-04-18 17:10:14 main:574] : INFO : Epoch 2042 | loss: 0.0311902 | val_loss: 0.0311935 | Time: 3126.1 ms [2022-04-18 17:10:17 main:574] : INFO : Epoch 2043 | loss: 0.0311903 | val_loss: 0.0311953 | Time: 3158.6 ms [2022-04-18 17:10:20 main:574] : INFO : Epoch 2044 | loss: 0.0311897 | val_loss: 0.0311932 | Time: 3155.92 ms [2022-04-18 17:10:23 main:574] : INFO : Epoch 2045 | loss: 0.0311905 | val_loss: 0.0311938 | Time: 3141.97 ms [2022-04-18 17:10:27 main:574] : INFO : Epoch 2046 | loss: 0.0311907 | val_loss: 0.0311939 | Time: 3134.01 ms [2022-04-18 17:10:30 main:574] : INFO : Epoch 2047 | loss: 0.03119 | val_loss: 0.0311939 | Time: 3150.91 ms [2022-04-18 17:10:33 main:574] : INFO : Epoch 2048 | loss: 0.0311897 | val_loss: 0.031193 | Time: 3148.89 ms [2022-04-18 17:10:33 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031193 [2022-04-18 17:10:33 main:603] : INFO : Saving end state to config to file [2022-04-18 17:10:33 main:608] : INFO : Success, exiting.. 17:10:33 (19708): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)