Task 11062577
| Name | ParityModified-1639963363-26313-2-0_0 |
| Workunit | 8348900 |
| Created | 25 Jan 2022, 15:41:23 UTC |
| Sent | 14 Feb 2022, 13:48:45 UTC |
| Report deadline | 22 Feb 2022, 13:48:45 UTC |
| Received | 14 Feb 2022, 22:37:23 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 17360 |
| Run time | 4 hours 38 min 32 sec |
| CPU time | 4 hours 11 min 48 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 865.70 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.43 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 02-14 20:25:50 main:574] : INFO : Epoch 1542 | loss: 0.0311952 | val_loss: 0.0311975 | Time: 8140.86 ms [2022-02-14 20:25:58 main:574] : INFO : Epoch 1543 | loss: 0.0311956 | val_loss: 0.0311961 | Time: 8225.66 ms [2022-02-14 20:26:06 main:574] : INFO : Epoch 1544 | loss: 0.0311943 | val_loss: 0.0311971 | Time: 8347.86 ms [2022-02-14 20:26:14 main:574] : INFO : Epoch 1545 | loss: 0.0311946 | val_loss: 0.031197 | Time: 8058.22 ms [2022-02-14 20:26:23 main:574] : INFO : Epoch 1546 | loss: 0.031194 | val_loss: 0.0311962 | Time: 8146.4 ms [2022-02-14 20:26:31 main:574] : INFO : Epoch 1547 | loss: 0.0311935 | val_loss: 0.0311985 | Time: 8090.32 ms [2022-02-14 20:26:39 main:574] : INFO : Epoch 1548 | loss: 0.0311959 | val_loss: 0.0311988 | Time: 8265.7 ms [2022-02-14 20:26:47 main:574] : INFO : Epoch 1549 | loss: 0.0311948 | val_loss: 0.0311965 | Time: 8250.52 ms [2022-02-14 20:26:55 main:574] : INFO : Epoch 1550 | loss: 0.0311942 | val_loss: 0.0311978 | Time: 8107.84 ms [2022-02-14 20:27:03 main:574] : INFO : Epoch 1551 | loss: 0.0311932 | val_loss: 0.0311961 | Time: 8027.07 ms [2022-02-14 20:27:11 main:574] : INFO : Epoch 1552 | loss: 0.0311946 | val_loss: 0.0311988 | Time: 8094.29 ms [2022-02-14 20:27:20 main:574] : INFO : Epoch 1553 | loss: 0.0311948 | val_loss: 0.0312 | Time: 8104.78 ms [2022-02-14 20:27:28 main:574] : INFO : Epoch 1554 | loss: 0.0311962 | val_loss: 0.0312029 | Time: 8286.73 ms [2022-02-14 20:27:36 main:574] : INFO : Epoch 1555 | loss: 0.0311971 | val_loss: 0.0312002 | Time: 8012.4 ms [2022-02-14 20:27:44 main:574] : INFO : Epoch 1556 | loss: 0.0311952 | val_loss: 0.031199 | Time: 8061.03 ms [2022-02-14 20:27:52 main:574] : INFO : Epoch 1557 | loss: 0.0311971 | val_loss: 0.0311975 | Time: 8169.22 ms [2022-02-14 20:28:01 main:574] : INFO : Epoch 1558 | loss: 0.0311974 | val_loss: 0.0312007 | Time: 8403.2 ms [2022-02-14 20:28:09 main:574] : INFO : Epoch 1559 | loss: 0.0311983 | val_loss: 0.0312016 | Time: 8095.75 ms [2022-02-14 20:28:17 main:574] : INFO : Epoch 1560 | loss: 0.0311977 | val_loss: 0.0311997 | Time: 8101.89 ms [2022-02-14 20:28:25 main:574] : INFO : Epoch 1561 | loss: 0.0311979 | val_loss: 0.0311974 | Time: 8274.68 ms [2022-02-14 20:28:33 main:574] : INFO : Epoch 1562 | loss: 0.0311962 | val_loss: 0.0312012 | Time: 8120.75 ms [2022-02-14 20:28:42 main:574] : INFO : Epoch 1563 | loss: 0.031196 | val_loss: 0.0311973 | Time: 8395.29 ms [2022-02-14 20:28:50 main:574] : INFO : Epoch 1564 | loss: 0.0312015 | val_loss: 0.0312015 | Time: 8151.69 ms [2022-02-14 20:28:58 main:574] : INFO : Epoch 1565 | loss: 0.0311994 | val_loss: 0.0311972 | Time: 8229.82 ms [2022-02-14 20:29:06 main:574] : INFO : Epoch 1566 | loss: 0.031196 | val_loss: 0.0311968 | Time: 8190.32 ms [2022-02-14 20:29:15 main:574] : INFO : Epoch 1567 | loss: 0.0311957 | val_loss: 0.0311992 | Time: 8800.71 ms [2022-02-14 20:29:23 main:574] : INFO : Epoch 1568 | loss: 0.0311952 | val_loss: 0.0311987 | Time: 8421.11 ms [2022-02-14 20:29:32 main:574] : INFO : Epoch 1569 | loss: 0.0311944 | val_loss: 0.0312003 | Time: 8099.44 ms [2022-02-14 20:29:40 main:574] : INFO : Epoch 1570 | loss: 0.0311953 | val_loss: 0.031205 | Time: 8129.2 ms [2022-02-14 20:29:48 main:574] : INFO : Epoch 1571 | loss: 0.0311951 | val_loss: 0.0311975 | Time: 8179.39 ms [2022-02-14 20:29:56 main:574] : INFO : Epoch 1572 | loss: 0.0311955 | val_loss: 0.0311992 | Time: 8295.79 ms [2022-02-14 20:30:05 main:574] : INFO : Epoch 1573 | loss: 0.0311935 | val_loss: 0.0311976 | Time: 8324.9 ms [2022-02-14 20:30:13 main:574] : INFO : Epoch 1574 | loss: 0.0311925 | val_loss: 0.0311958 | Time: 8361.1 ms [2022-02-14 20:30:21 main:574] : INFO : Epoch 1575 | loss: 0.0311916 | val_loss: 0.0311965 | Time: 8176.64 ms [2022-02-14 20:30:29 main:574] : INFO : Epoch 1576 | loss: 0.0311915 | val_loss: 0.0311944 | Time: 8327.52 ms [2022-02-14 20:30:38 main:574] : INFO : Epoch 1577 | loss: 0.0311916 | val_loss: 0.0311985 | Time: 8345.2 ms [2022-02-14 20:30:46 main:574] : INFO : Epoch 1578 | loss: 0.0311935 | val_loss: 0.0311954 | Time: 8313.11 ms [2022-02-14 20:30:54 main:574] : INFO : Epoch 1579 | loss: 0.0311931 | val_loss: 0.0311975 | Time: 8082.67 ms [2022-02-14 20:31:02 main:574] : INFO : Epoch 1580 | loss: 0.0311955 | val_loss: 0.0312035 | Time: 8108.55 ms [2022-02-14 20:31:10 main:574] : INFO : Epoch 1581 | loss: 0.0311928 | val_loss: 0.0311965 | Time: 8101.41 ms [2022-02-14 20:31:19 main:574] : INFO : Epoch 1582 | loss: 0.0311915 | val_loss: 0.0311963 | Time: 8233.67 ms [2022-02-14 20:31:27 main:574] : INFO : Epoch 1583 | loss: 0.0311917 | val_loss: 0.0311981 | Time: 7970.82 ms [2022-02-14 20:31:35 main:574] : INFO : Epoch 1584 | loss: 0.0311915 | val_loss: 0.0311972 | Time: 8196.79 ms [2022-02-14 20:31:43 main:574] : INFO : Epoch 1585 | loss: 0.0311913 | val_loss: 0.0312 | Time: 8032.87 ms [2022-02-14 20:31:51 main:574] : INFO : Epoch 1586 | loss: 0.0311937 | val_loss: 0.0312 | Time: 8195.77 ms [2022-02-14 20:31:59 main:574] : INFO : Epoch 1587 | loss: 0.0311939 | val_loss: 0.0311974 | Time: 8314.57 ms [2022-02-14 20:32:08 main:574] : INFO : Epoch 1588 | loss: 0.0311924 | val_loss: 0.0311961 | Time: 8082.52 ms [2022-02-14 20:32:16 main:574] : INFO : Epoch 1589 | loss: 0.0311939 | val_loss: 0.0311966 | Time: 8147.3 ms [2022-02-14 20:32:24 main:574] : INFO : Epoch 1590 | loss: 0.0311936 | val_loss: 0.0311982 | Time: 8065.99 ms [2022-02-14 20:32:32 main:574] : INFO : Epoch 1591 | loss: 0.0311912 | val_loss: 0.0312002 | Time: 8582.67 ms [2022-02-14 20:32:41 main:574] : INFO : Epoch 1592 | loss: 0.0311912 | val_loss: 0.0311958 | Time: 8184.35 ms [2022-02-14 20:32:49 main:574] : INFO : Epoch 1593 | loss: 0.03119 | val_loss: 0.0311956 | Time: 8208.46 ms [2022-02-14 20:32:57 main:574] : INFO : Epoch 1594 | loss: 0.0311899 | val_loss: 0.0311959 | Time: 8072.39 ms [2022-02-14 20:33:05 main:574] : INFO : Epoch 1595 | loss: 0.0311897 | val_loss: 0.0311957 | Time: 8147.45 ms [2022-02-14 20:33:14 main:574] : INFO : Epoch 1596 | loss: 0.0311892 | val_loss: 0.0311957 | Time: 8465.51 ms [2022-02-14 20:33:22 main:574] : INFO : Epoch 1597 | loss: 0.0311889 | val_loss: 0.0311948 | Time: 8169.64 ms [2022-02-14 20:33:30 main:574] : INFO : Epoch 1598 | loss: 0.0311893 | val_loss: 0.0311969 | Time: 8240.5 ms [2022-02-14 20:33:38 main:574] : INFO : Epoch 1599 | loss: 0.0311885 | val_loss: 0.0311959 | Time: 7990.26 ms [2022-02-14 20:33:46 main:574] : INFO : Epoch 1600 | loss: 0.0311882 | val_loss: 0.0311948 | Time: 8127.36 ms [2022-02-14 20:33:55 main:574] : INFO : Epoch 1601 | loss: 0.0311892 | val_loss: 0.0311948 | Time: 8434.72 ms [2022-02-14 20:34:03 main:574] : INFO : Epoch 1602 | loss: 0.0311897 | val_loss: 0.0311972 | Time: 8129.13 ms [2022-02-14 20:34:11 main:574] : INFO : Epoch 1603 | loss: 0.0311898 | val_loss: 0.0311959 | Time: 8157.98 ms [2022-02-14 20:34:19 main:574] : INFO : Epoch 1604 | loss: 0.0311897 | val_loss: 0.0311988 | Time: 8045.88 ms [2022-02-14 20:34:27 main:574] : INFO : Epoch 1605 | loss: 0.0311901 | val_loss: 0.0311988 | Time: 8068.34 ms [2022-02-14 20:34:35 main:574] : INFO : Epoch 1606 | loss: 0.0311921 | val_loss: 0.0311954 | Time: 8369.6 ms [2022-02-14 20:34:44 main:574] : INFO : Epoch 1607 | loss: 0.0311901 | val_loss: 0.0311964 | Time: 8261.66 ms [2022-02-14 20:34:52 main:574] : INFO : Epoch 1608 | loss: 0.0311911 | val_loss: 0.0311961 | Time: 8125.53 ms [2022-02-14 20:35:00 main:574] : INFO : Epoch 1609 | loss: 0.031189 | val_loss: 0.0311972 | Time: 8457.27 ms [2022-02-14 20:35:08 main:574] : INFO : Epoch 1610 | loss: 0.0311888 | val_loss: 0.0311962 | Time: 7988.18 ms [2022-02-14 20:35:17 main:574] : INFO : Epoch 1611 | loss: 0.0311885 | val_loss: 0.0311954 | Time: 8478.51 ms [2022-02-14 20:35:25 main:574] : INFO : Epoch 1612 | loss: 0.0311887 | val_loss: 0.0311969 | Time: 8073.84 ms [2022-02-14 20:35:33 main:574] : INFO : Epoch 1613 | loss: 0.0311926 | val_loss: 0.0312003 | Time: 8312.77 ms [2022-02-14 20:35:41 main:574] : INFO : Epoch 1614 | loss: 0.031195 | val_loss: 0.031198 | Time: 8083.56 ms [2022-02-14 20:35:50 main:574] : INFO : Epoch 1615 | loss: 0.0311919 | val_loss: 0.0311955 | Time: 8538.31 ms [2022-02-14 20:35:58 main:574] : INFO : Epoch 1616 | loss: 0.0311902 | val_loss: 0.0311936 | Time: 8182.66 ms [2022-02-14 20:36:06 main:574] : INFO : Epoch 1617 | loss: 0.0311902 | val_loss: 0.0311953 | Time: 8243.92 ms [2022-02-14 20:36:14 main:574] : INFO : Epoch 1618 | loss: 0.0311894 | val_loss: 0.0311936 | Time: 8124.38 ms [2022-02-14 20:36:23 main:574] : INFO : Epoch 1619 | loss: 0.0311892 | val_loss: 0.0311995 | Time: 8133.25 ms [2022-02-14 20:36:31 main:574] : INFO : Epoch 1620 | loss: 0.0311894 | val_loss: 0.0311958 | Time: 8410.16 ms [2022-02-14 20:36:40 main:574] : INFO : Epoch 1621 | loss: 0.0311895 | val_loss: 0.0311962 | Time: 8559.16 ms [2022-02-14 20:36:49 main:574] : INFO : Epoch 1622 | loss: 0.0311886 | val_loss: 0.0311949 | Time: 9620.18 ms [2022-02-14 20:36:59 main:574] : INFO : Epoch 1623 | loss: 0.0311887 | val_loss: 0.0311932 | Time: 9639.77 ms [2022-02-14 20:37:10 main:574] : INFO : Epoch 1624 | loss: 0.0311887 | val_loss: 0.0311923 | Time: 11343.2 ms [2022-02-14 20:37:19 main:574] : INFO : Epoch 1625 | loss: 0.0311871 | val_loss: 0.031193 | Time: 9013.25 ms [2022-02-14 20:37:28 main:574] : INFO : Epoch 1626 | loss: 0.0311866 | val_loss: 0.0311926 | Time: 8539.19 ms [2022-02-14 20:37:36 main:574] : INFO : Epoch 1627 | loss: 0.0311859 | val_loss: 0.0311932 | Time: 8329.99 ms [2022-02-14 20:37:44 main:574] : INFO : Epoch 1628 | loss: 0.0311863 | val_loss: 0.0311916 | Time: 8420.98 ms [2022-02-14 20:37:53 main:574] : INFO : Epoch 1629 | loss: 0.0311862 | val_loss: 0.0311935 | Time: 8318.23 ms [2022-02-14 20:38:01 main:574] : INFO : Epoch 1630 | loss: 0.0311861 | val_loss: 0.0311986 | Time: 8259.69 ms [2022-02-14 20:38:09 main:574] : INFO : Epoch 1631 | loss: 0.0311879 | val_loss: 0.0311921 | Time: 8120.04 ms [2022-02-14 20:38:17 main:574] : INFO : Epoch 1632 | loss: 0.0311881 | val_loss: 0.0311912 | Time: 8073 ms [2022-02-14 20:38:26 main:574] : INFO : Epoch 1633 | loss: 0.0311861 | val_loss: 0.0311918 | Time: 8408.19 ms [2022-02-14 20:38:34 main:574] : INFO : Epoch 1634 | loss: 0.0311874 | val_loss: 0.0311921 | Time: 8219.95 ms [2022-02-14 20:38:42 main:574] : INFO : Epoch 1635 | loss: 0.0311875 | val_loss: 0.0311967 | Time: 8288.19 ms [2022-02-14 20:38:51 main:574] : INFO : Epoch 1636 | loss: 0.0311932 | val_loss: 0.0312 | Time: 8417.49 ms [2022-02-14 20:38:59 main:574] : INFO : Epoch 1637 | loss: 0.0311899 | val_loss: 0.0311943 | Time: 8248.48 ms [2022-02-14 20:39:08 main:574] : INFO : Epoch 1638 | loss: 0.031187 | val_loss: 0.0311927 | Time: 8638.42 ms [2022-02-14 20:39:16 main:574] : INFO : Epoch 1639 | loss: 0.0311852 | val_loss: 0.031192 | Time: 8146.11 ms [2022-02-14 20:39:24 main:574] : INFO : Epoch 1640 | loss: 0.0311875 | val_loss: 0.0311937 | Time: 8321.63 ms [2022-02-14 20:39:33 main:574] : INFO : Epoch 1641 | loss: 0.0311854 | val_loss: 0.0311911 | Time: 8371.67 ms [2022-02-14 20:39:41 main:574] : INFO : Epoch 1642 | loss: 0.0311851 | val_loss: 0.0311911 | Time: 8306.93 ms [2022-02-14 20:39:49 main:574] : INFO : Epoch 1643 | loss: 0.0311858 | val_loss: 0.0311927 | Time: 8473.58 ms [2022-02-14 20:39:58 main:574] : INFO : Epoch 1644 | loss: 0.031187 | val_loss: 0.031197 | Time: 8333.8 ms [2022-02-14 20:40:06 main:574] : INFO : Epoch 1645 | loss: 0.0311871 | val_loss: 0.0311903 | Time: 8395.2 ms [2022-02-14 20:40:14 main:574] : INFO : Epoch 1646 | loss: 0.0311845 | val_loss: 0.0311947 | Time: 8327.28 ms [2022-02-14 20:40:23 main:574] : INFO : Epoch 1647 | loss: 0.0311852 | val_loss: 0.0311915 | Time: 8703.14 ms [2022-02-14 20:40:32 main:574] : INFO : Epoch 1648 | loss: 0.0311848 | val_loss: 0.0311948 | Time: 8473.99 ms [2022-02-14 20:40:40 main:574] : INFO : Epoch 1649 | loss: 0.031184 | val_loss: 0.0311915 | Time: 8436.92 ms [2022-02-14 20:40:48 main:574] : INFO : Epoch 1650 | loss: 0.0311838 | val_loss: 0.0311958 | Time: 8252.2 ms [2022-02-14 20:40:57 main:574] : INFO : Epoch 1651 | loss: 0.0311892 | val_loss: 0.0311943 | Time: 8328.18 ms [2022-02-14 20:41:05 main:574] : INFO : Epoch 1652 | loss: 0.0311869 | val_loss: 0.0311908 | Time: 8532.41 ms [2022-02-14 20:41:13 main:574] : INFO : Epoch 1653 | loss: 0.031184 | val_loss: 0.0311916 | Time: 8103.69 ms [2022-02-14 20:41:22 main:574] : INFO : Epoch 1654 | loss: 0.0311864 | val_loss: 0.0311976 | Time: 8370.2 ms [2022-02-14 20:41:30 main:574] : INFO : Epoch 1655 | loss: 0.0311877 | val_loss: 0.031197 | Time: 8230.12 ms [2022-02-14 20:41:38 main:574] : INFO : Epoch 1656 | loss: 0.0311855 | val_loss: 0.0311902 | Time: 8340.3 ms [2022-02-14 20:41:46 main:574] : INFO : Epoch 1657 | loss: 0.0311843 | val_loss: 0.0311957 | Time: 8088.43 ms [2022-02-14 20:41:55 main:574] : INFO : Epoch 1658 | loss: 0.0311858 | val_loss: 0.0311931 | Time: 8179.84 ms [2022-02-14 20:42:03 main:574] : INFO : Epoch 1659 | loss: 0.0311862 | val_loss: 0.0311954 | Time: 8248.49 ms [2022-02-14 20:42:11 main:574] : INFO : Epoch 1660 | loss: 0.0311871 | val_loss: 0.0311944 | Time: 8205.56 ms [2022-02-14 20:42:19 main:574] : INFO : Epoch 1661 | loss: 0.0311897 | val_loss: 0.0311975 | Time: 8334.56 ms [2022-02-14 20:42:28 main:574] : INFO : Epoch 1662 | loss: 0.0311941 | val_loss: 0.031203 | Time: 8162.36 ms [2022-02-14 20:42:36 main:574] : INFO : Epoch 1663 | loss: 0.031195 | val_loss: 0.0311959 | Time: 8194.93 ms [2022-02-14 20:42:44 main:574] : INFO : Epoch 1664 | loss: 0.031192 | val_loss: 0.0311966 | Time: 8370.98 ms [2022-02-14 20:42:52 main:574] : INFO : Epoch 1665 | loss: 0.0311887 | val_loss: 0.031196 | Time: 8151.02 ms [2022-02-14 20:43:01 main:574] : INFO : Epoch 1666 | loss: 0.0311886 | val_loss: 0.0311958 | Time: 8370.28 ms [2022-02-14 20:43:09 main:574] : INFO : Epoch 1667 | loss: 0.0311895 | val_loss: 0.0311943 | Time: 8393.79 ms [2022-02-14 20:43:18 main:574] : INFO : Epoch 1668 | loss: 0.0311882 | val_loss: 0.0311934 | Time: 8416.72 ms [2022-02-14 20:43:26 main:574] : INFO : Epoch 1669 | loss: 0.0311865 | val_loss: 0.0311938 | Time: 8482.74 ms [2022-02-14 20:43:34 main:574] : INFO : Epoch 1670 | loss: 0.0311855 | val_loss: 0.0311987 | Time: 8294.66 ms [2022-02-14 20:43:43 main:574] : INFO : Epoch 1671 | loss: 0.0311867 | val_loss: 0.0311949 | Time: 8462.8 ms [2022-02-14 20:43:51 main:574] : INFO : Epoch 1672 | loss: 0.0311867 | val_loss: 0.0311924 | Time: 8458.17 ms [2022-02-14 20:44:00 main:574] : INFO : Epoch 1673 | loss: 0.0311865 | val_loss: 0.0311921 | Time: 8252.31 ms [2022-02-14 20:44:08 main:574] : INFO : Epoch 1674 | loss: 0.0311886 | val_loss: 0.0311945 | Time: 8385.9 ms [2022-02-14 20:44:17 main:574] : INFO : Epoch 1675 | loss: 0.0311866 | val_loss: 0.0311942 | Time: 8577.15 ms [2022-02-14 20:44:25 main:574] : INFO : Epoch 1676 | loss: 0.0311883 | val_loss: 0.0311983 | Time: 8257.01 ms [2022-02-14 20:44:33 main:574] : INFO : Epoch 1677 | loss: 0.0311849 | val_loss: 0.0311908 | Time: 8264.28 ms [2022-02-14 20:44:41 main:574] : INFO : Epoch 1678 | loss: 0.0311862 | val_loss: 0.0311902 | Time: 8112.33 ms [2022-02-14 20:44:50 main:574] : INFO : Epoch 1679 | loss: 0.0311839 | val_loss: 0.0311891 | Time: 8337.82 ms [2022-02-14 20:44:58 main:574] : INFO : Epoch 1680 | loss: 0.0311828 | val_loss: 0.0311895 | Time: 8272.58 ms [2022-02-14 20:45:06 main:574] : INFO : Epoch 1681 | loss: 0.0311834 | val_loss: 0.0311891 | Time: 8214.25 ms [2022-02-14 20:45:14 main:574] : INFO : Epoch 1682 | loss: 0.0311837 | val_loss: 0.031192 | Time: 8234.73 ms [2022-02-14 20:45:23 main:574] : INFO : Epoch 1683 | loss: 0.0311841 | val_loss: 0.0311918 | Time: 8313.29 ms [2022-02-14 20:45:31 main:574] : INFO : Epoch 1684 | loss: 0.0311834 | val_loss: 0.0311919 | Time: 8370.67 ms [2022-02-14 20:45:39 main:574] : INFO : Epoch 1685 | loss: 0.0311825 | val_loss: 0.03119 | Time: 8358.98 ms [2022-02-14 20:45:48 main:574] : INFO : Epoch 1686 | loss: 0.0311814 | val_loss: 0.0311909 | Time: 8288.38 ms [2022-02-14 20:45:56 main:574] : INFO : Epoch 1687 | loss: 0.0311817 | val_loss: 0.0311933 | Time: 8250.54 ms [2022-02-14 20:46:04 main:574] : INFO : Epoch 1688 | loss: 0.0311835 | val_loss: 0.0311963 | Time: 8226 ms [2022-02-14 20:46:13 main:574] : INFO : Epoch 1689 | loss: 0.0311848 | val_loss: 0.0311948 | Time: 8603.25 ms [2022-02-14 20:46:21 main:574] : INFO : Epoch 1690 | loss: 0.0311838 | val_loss: 0.031193 | Time: 8312.1 ms [2022-02-14 20:46:29 main:574] : INFO : Epoch 1691 | loss: 0.0311819 | val_loss: 0.0311957 | Time: 8278.96 ms [2022-02-14 20:46:38 main:574] : INFO : Epoch 1692 | loss: 0.0311822 | val_loss: 0.031193 | Time: 8243.26 ms [2022-02-14 20:46:46 main:574] : INFO : Epoch 1693 | loss: 0.0311829 | val_loss: 0.0311921 | Time: 8299.75 ms [2022-02-14 20:46:54 main:574] : INFO : Epoch 1694 | loss: 0.0311827 | val_loss: 0.031196 | Time: 8374.19 ms [2022-02-14 20:47:03 main:574] : INFO : Epoch 1695 | loss: 0.0311823 | val_loss: 0.0311914 | Time: 8389.19 ms [2022-02-14 20:47:11 main:574] : INFO : Epoch 1696 | loss: 0.0311872 | val_loss: 0.0311973 | Time: 8319.98 ms [2022-02-14 20:47:19 main:574] : INFO : Epoch 1697 | loss: 0.0311863 | val_loss: 0.031196 | Time: 8266.49 ms [2022-02-14 20:47:28 main:574] : INFO : Epoch 1698 | loss: 0.0311837 | val_loss: 0.0311927 | Time: 8239.62 ms [2022-02-14 20:47:36 main:574] : INFO : Epoch 1699 | loss: 0.0311836 | val_loss: 0.0311952 | Time: 8543.45 ms [2022-02-14 20:47:45 main:574] : INFO : Epoch 1700 | loss: 0.0311829 | val_loss: 0.0311954 | Time: 8318.85 ms [2022-02-14 20:47:53 main:574] : INFO : Epoch 1701 | loss: 0.0311862 | val_loss: 0.0311916 | Time: 8226.09 ms [2022-02-14 20:48:01 main:574] : INFO : Epoch 1702 | loss: 0.0311835 | val_loss: 0.0311932 | Time: 8330.73 ms [2022-02-14 20:48:10 main:574] : INFO : Epoch 1703 | loss: 0.0311825 | val_loss: 0.0311909 | Time: 8344.89 ms [2022-02-14 20:48:18 main:574] : INFO : Epoch 1704 | loss: 0.0311822 | val_loss: 0.0311909 | Time: 8231.27 ms [2022-02-14 20:48:26 main:574] : INFO : Epoch 1705 | loss: 0.0311815 | val_loss: 0.0311921 | Time: 8284.98 ms [2022-02-14 20:48:35 main:574] : INFO : Epoch 1706 | loss: 0.0311813 | val_loss: 0.0311968 | Time: 8544.83 ms [2022-02-14 20:48:43 main:574] : INFO : Epoch 1707 | loss: 0.0311911 | val_loss: 0.0311949 | Time: 8484.84 ms [2022-02-14 20:48:52 main:574] : INFO : Epoch 1708 | loss: 0.0311927 | val_loss: 0.031193 | Time: 8784.96 ms [2022-02-14 20:49:00 main:574] : INFO : Epoch 1709 | loss: 0.031191 | val_loss: 0.0311935 | Time: 8363.29 ms [2022-02-14 20:49:09 main:574] : INFO : Epoch 1710 | loss: 0.0311879 | val_loss: 0.0311929 | Time: 8663.33 ms [2022-02-14 20:49:17 main:574] : INFO : Epoch 1711 | loss: 0.0311874 | val_loss: 0.0311917 | Time: 8332.39 ms [2022-02-14 20:49:26 main:574] : INFO : Epoch 1712 | loss: 0.0311854 | val_loss: 0.0311917 | Time: 8336.74 ms [2022-02-14 20:49:34 main:574] : INFO : Epoch 1713 | loss: 0.0311848 | val_loss: 0.0311923 | Time: 8137.04 ms [2022-02-14 20:49:42 main:574] : INFO : Epoch 1714 | loss: 0.0311855 | val_loss: 0.0311958 | Time: 8199.15 ms [2022-02-14 20:49:50 main:574] : INFO : Epoch 1715 | loss: 0.0311874 | val_loss: 0.0311921 | Time: 8229.22 ms [2022-02-14 20:49:59 main:574] : INFO : Epoch 1716 | loss: 0.0311844 | val_loss: 0.031193 | Time: 8452.36 ms [2022-02-14 20:50:07 main:574] : INFO : Epoch 1717 | loss: 0.0311839 | val_loss: 0.0311915 | Time: 8536.32 ms [2022-02-14 20:50:16 main:574] : INFO : Epoch 1718 | loss: 0.0311847 | val_loss: 0.0311922 | Time: 8199.19 ms [2022-02-14 20:50:24 main:574] : INFO : Epoch 1719 | loss: 0.0311833 | val_loss: 0.0311928 | Time: 8396.99 ms [2022-02-14 20:50:32 main:574] : INFO : Epoch 1720 | loss: 0.0311916 | val_loss: 0.0312013 | Time: 8272.34 ms [2022-02-14 20:50:41 main:574] : INFO : Epoch 1721 | loss: 0.0311994 | val_loss: 0.0311957 | Time: 8342.36 ms [2022-02-14 20:50:49 main:574] : INFO : Epoch 1722 | loss: 0.0311956 | val_loss: 0.0311944 | Time: 8367.03 ms [2022-02-14 20:50:57 main:574] : INFO : Epoch 1723 | loss: 0.0311927 | val_loss: 0.0311921 | Time: 8324.64 ms [2022-02-14 20:51:06 main:574] : INFO : Epoch 1724 | loss: 0.031191 | val_loss: 0.0311917 | Time: 8410.05 ms [2022-02-14 20:51:14 main:574] : INFO : Epoch 1725 | loss: 0.0311898 | val_loss: 0.0311918 | Time: 8233.94 ms [2022-02-14 20:51:23 main:574] : INFO : Epoch 1726 | loss: 0.0311898 | val_loss: 0.0311931 | Time: 8706.65 ms [2022-02-14 20:51:31 main:574] : INFO : Epoch 1727 | loss: 0.031189 | val_loss: 0.0311923 | Time: 8209.02 ms [2022-02-14 20:51:39 main:574] : INFO : Epoch 1728 | loss: 0.0311874 | val_loss: 0.031191 | Time: 8249.45 ms [2022-02-14 20:51:47 main:574] : INFO : Epoch 1729 | loss: 0.0311864 | val_loss: 0.0311909 | Time: 8151.12 ms [2022-02-14 20:51:56 main:574] : INFO : Epoch 1730 | loss: 0.0311868 | val_loss: 0.0311912 | Time: 8285.89 ms [2022-02-14 20:52:04 main:574] : INFO : Epoch 1731 | loss: 0.0311866 | val_loss: 0.0311916 | Time: 8284.4 ms [2022-02-14 20:52:12 main:574] : INFO : Epoch 1732 | loss: 0.0311862 | val_loss: 0.0311893 | Time: 8443.03 ms [2022-02-14 20:52:24 main:574] : INFO : Epoch 1733 | loss: 0.0311874 | val_loss: 0.0311923 | Time: 11658 ms [2022-02-14 20:52:33 main:574] : INFO : Epoch 1734 | loss: 0.0311871 | val_loss: 0.0311956 | Time: 8701.75 ms [2022-02-14 20:52:41 main:574] : INFO : Epoch 1735 | loss: 0.0311891 | val_loss: 0.0311914 | Time: 8162.47 ms [2022-02-14 20:52:49 main:574] : INFO : Epoch 1736 | loss: 0.0311855 | val_loss: 0.0311915 | Time: 8212.73 ms [2022-02-14 20:52:57 main:574] : INFO : Epoch 1737 | loss: 0.0311856 | val_loss: 0.0311925 | Time: 8197.25 ms [2022-02-14 20:53:06 main:574] : INFO : Epoch 1738 | loss: 0.0311865 | val_loss: 0.0311903 | Time: 8168.87 ms [2022-02-14 20:53:14 main:574] : INFO : Epoch 1739 | loss: 0.0311838 | val_loss: 0.0311898 | Time: 8223.19 ms [2022-02-14 20:53:22 main:574] : INFO : Epoch 1740 | loss: 0.0311848 | val_loss: 0.0311923 | Time: 8216.25 ms [2022-02-14 20:53:30 main:574] : INFO : Epoch 1741 | loss: 0.0311835 | val_loss: 0.0311953 | Time: 8283.7 ms [2022-02-14 20:53:39 main:574] : INFO : Epoch 1742 | loss: 0.0311848 | val_loss: 0.0311904 | Time: 8273.72 ms [2022-02-14 20:53:47 main:574] : INFO : Epoch 1743 | loss: 0.0311833 | val_loss: 0.031191 | Time: 8235.87 ms [2022-02-14 20:53:55 main:574] : INFO : Epoch 1744 | loss: 0.031183 | val_loss: 0.0311956 | Time: 8226.4 ms [2022-02-14 20:54:03 main:574] : INFO : Epoch 1745 | loss: 0.0311862 | val_loss: 0.0311936 | Time: 8426.77 ms [2022-02-14 20:54:12 main:574] : INFO : Epoch 1746 | loss: 0.0311824 | val_loss: 0.0311902 | Time: 8126.04 ms [2022-02-14 20:54:20 main:574] : INFO : Epoch 1747 | loss: 0.0311848 | val_loss: 0.0311935 | Time: 8250.17 ms [2022-02-14 20:54:28 main:574] : INFO : Epoch 1748 | loss: 0.0311843 | val_loss: 0.0311915 | Time: 8207.89 ms [2022-02-14 20:54:36 main:574] : INFO : Epoch 1749 | loss: 0.0311831 | val_loss: 0.0311905 | Time: 8147.66 ms [2022-02-14 20:54:45 main:574] : INFO : Epoch 1750 | loss: 0.0311829 | val_loss: 0.0311901 | Time: 8297.95 ms [2022-02-14 20:54:53 main:574] : INFO : Epoch 1751 | loss: 0.0311846 | val_loss: 0.031189 | Time: 8202 ms [2022-02-14 20:55:01 main:574] : INFO : Epoch 1752 | loss: 0.0311843 | val_loss: 0.0311886 | Time: 8249.03 ms [2022-02-14 20:55:09 main:574] : INFO : Epoch 1753 | loss: 0.0311827 | val_loss: 0.03119 | Time: 8126.59 ms [2022-02-14 20:55:17 main:574] : INFO : Epoch 1754 | loss: 0.0311825 | val_loss: 0.0311903 | Time: 8183.5 ms [2022-02-14 20:55:26 main:574] : INFO : Epoch 1755 | loss: 0.0311832 | val_loss: 0.0311915 | Time: 8260.02 ms [2022-02-14 20:55:34 main:574] : INFO : Epoch 1756 | loss: 0.0311828 | val_loss: 0.0311916 | Time: 8085.72 ms [2022-02-14 20:55:42 main:574] : INFO : Epoch 1757 | loss: 0.0311838 | val_loss: 0.0311907 | Time: 8190.49 ms [2022-02-14 20:55:50 main:574] : INFO : Epoch 1758 | loss: 0.0311847 | val_loss: 0.0311903 | Time: 8141.98 ms [2022-02-14 20:55:58 main:574] : INFO : Epoch 1759 | loss: 0.031184 | val_loss: 0.03119 | Time: 8222.28 ms [2022-02-14 20:56:07 main:574] : INFO : Epoch 1760 | loss: 0.0311819 | val_loss: 0.0311898 | Time: 8167.48 ms [2022-02-14 20:56:15 main:574] : INFO : Epoch 1761 | loss: 0.0311808 | val_loss: 0.0311899 | Time: 8091.99 ms [2022-02-14 20:56:23 main:574] : INFO : Epoch 1762 | loss: 0.0311828 | val_loss: 0.0311895 | Time: 8200.57 ms [2022-02-14 20:56:31 main:574] : INFO : Epoch 1763 | loss: 0.0311812 | val_loss: 0.0311879 | Time: 8061.83 ms [2022-02-14 20:56:39 main:574] : INFO : Epoch 1764 | loss: 0.0311816 | val_loss: 0.0311897 | Time: 8139.95 ms [2022-02-14 20:56:47 main:574] : INFO : Epoch 1765 | loss: 0.0311823 | val_loss: 0.0311888 | Time: 8179.67 ms [2022-02-14 20:56:55 main:574] : INFO : Epoch 1766 | loss: 0.0311808 | val_loss: 0.0311878 | Time: 8169.09 ms [2022-02-14 20:57:04 main:574] : INFO : Epoch 1767 | loss: 0.03118 | val_loss: 0.0311889 | Time: 8126.81 ms [2022-02-14 20:57:12 main:574] : INFO : Epoch 1768 | loss: 0.0311797 | val_loss: 0.0311889 | Time: 8180.93 ms [2022-02-14 20:57:20 main:574] : INFO : Epoch 1769 | loss: 0.0311791 | val_loss: 0.0311898 | Time: 8110.51 ms [2022-02-14 20:57:28 main:574] : INFO : Epoch 1770 | loss: 0.0311797 | val_loss: 0.0311914 | Time: 8152.57 ms [2022-02-14 20:57:37 main:574] : INFO : Epoch 1771 | loss: 0.0311799 | val_loss: 0.0311881 | Time: 8761.84 ms [2022-02-14 20:57:45 main:574] : INFO : Epoch 1772 | loss: 0.03118 | val_loss: 0.0311902 | Time: 8157.33 ms [2022-02-14 20:57:53 main:574] : INFO : Epoch 1773 | loss: 0.0311797 | val_loss: 0.0311916 | Time: 8338.22 ms [2022-02-14 20:58:02 main:574] : INFO : Epoch 1774 | loss: 0.0311808 | val_loss: 0.0311879 | Time: 8228.57 ms [2022-02-14 20:58:10 main:574] : INFO : Epoch 1775 | loss: 0.0311796 | val_loss: 0.031187 | Time: 8512.35 ms [2022-02-14 20:58:18 main:574] : INFO : Epoch 1776 | loss: 0.0311783 | val_loss: 0.0311875 | Time: 8181.08 ms [2022-02-14 20:58:26 main:574] : INFO : Epoch 1777 | loss: 0.0311785 | val_loss: 0.0311888 | Time: 8152.58 ms [2022-02-14 20:58:35 main:574] : INFO : Epoch 1778 | loss: 0.0311791 | val_loss: 0.0311888 | Time: 8437.18 ms [2022-02-14 20:58:43 main:574] : INFO : Epoch 1779 | loss: 0.0311792 | val_loss: 0.0311907 | Time: 8116.33 ms [2022-02-14 20:58:51 main:574] : INFO : Epoch 1780 | loss: 0.0311793 | val_loss: 0.0311925 | Time: 8285.68 ms [2022-02-14 20:59:00 main:574] : INFO : Epoch 1781 | loss: 0.0311781 | val_loss: 0.0311888 | Time: 8247.48 ms [2022-02-14 20:59:08 main:574] : INFO : Epoch 1782 | loss: 0.0311785 | val_loss: 0.0311896 | Time: 8144.77 ms [2022-02-14 20:59:16 main:574] : INFO : Epoch 1783 | loss: 0.0311788 | val_loss: 0.0311883 | Time: 8159.81 ms [2022-02-14 20:59:24 main:574] : INFO : Epoch 1784 | loss: 0.0311781 | val_loss: 0.0311882 | Time: 8185.42 ms [2022-02-14 20:59:32 main:574] : INFO : Epoch 1785 | loss: 0.031178 | val_loss: 0.0311887 | Time: 8328.83 ms [2022-02-14 20:59:41 main:574] : INFO : Epoch 1786 | loss: 0.0311775 | val_loss: 0.0311963 | Time: 8210.72 ms [2022-02-14 20:59:49 main:574] : INFO : Epoch 1787 | loss: 0.0311795 | val_loss: 0.0311881 | Time: 8182.05 ms [2022-02-14 20:59:57 main:574] : INFO : Epoch 1788 | loss: 0.0311769 | val_loss: 0.0311897 | Time: 8137.57 ms [2022-02-14 21:00:05 main:574] : INFO : Epoch 1789 | loss: 0.0311765 | val_loss: 0.0311876 | Time: 8351.76 ms [2022-02-14 21:00:14 main:574] : INFO : Epoch 1790 | loss: 0.0311763 | val_loss: 0.0311887 | Time: 8285.53 ms [2022-02-14 21:00:22 main:574] : INFO : Epoch 1791 | loss: 0.0311767 | val_loss: 0.0311882 | Time: 8071.06 ms [2022-02-14 21:00:30 main:574] : INFO : Epoch 1792 | loss: 0.0311865 | val_loss: 0.0311973 | Time: 8327.49 ms [2022-02-14 21:00:39 main:574] : INFO : Epoch 1793 | loss: 0.0311947 | val_loss: 0.0311995 | Time: 8419.25 ms [2022-02-14 21:00:47 main:574] : INFO : Epoch 1794 | loss: 0.0311953 | val_loss: 0.0312019 | Time: 8287.4 ms [2022-02-14 21:00:55 main:574] : INFO : Epoch 1795 | loss: 0.0312054 | val_loss: 0.0312012 | Time: 8550.4 ms [2022-02-14 21:01:04 main:574] : INFO : Epoch 1796 | loss: 0.0312045 | val_loss: 0.0312015 | Time: 8143.55 ms [2022-02-14 21:01:12 main:574] : INFO : Epoch 1797 | loss: 0.0312001 | val_loss: 0.0311972 | Time: 8386.36 ms [2022-02-14 21:01:20 main:574] : INFO : Epoch 1798 | loss: 0.0311984 | val_loss: 0.031198 | Time: 8190.32 ms [2022-02-14 21:01:28 main:574] : INFO : Epoch 1799 | loss: 0.0311974 | val_loss: 0.031196 | Time: 8317.33 ms [2022-02-14 21:01:37 main:574] : INFO : Epoch 1800 | loss: 0.0311949 | val_loss: 0.0311944 | Time: 8532.45 ms [2022-02-14 21:01:46 main:574] : INFO : Epoch 1801 | loss: 0.0311942 | val_loss: 0.0311949 | Time: 8495.94 ms [2022-02-14 21:01:54 main:574] : INFO : Epoch 1802 | loss: 0.0311931 | val_loss: 0.0311963 | Time: 8360.09 ms [2022-02-14 21:02:02 main:574] : INFO : Epoch 1803 | loss: 0.0311924 | val_loss: 0.0311925 | Time: 8384.43 ms [2022-02-14 21:02:11 main:574] : INFO : Epoch 1804 | loss: 0.0311915 | val_loss: 0.0311941 | Time: 8566.45 ms [2022-02-14 21:02:19 main:574] : INFO : Epoch 1805 | loss: 0.0311906 | val_loss: 0.0311915 | Time: 8572.26 ms [2022-02-14 21:02:28 main:574] : INFO : Epoch 1806 | loss: 0.0311902 | val_loss: 0.0311934 | Time: 8336.87 ms [2022-02-14 21:02:36 main:574] : INFO : Epoch 1807 | loss: 0.0311891 | val_loss: 0.0311913 | Time: 8430.36 ms [2022-02-14 21:02:45 main:574] : INFO : Epoch 1808 | loss: 0.031188 | val_loss: 0.0311917 | Time: 8608.62 ms [2022-02-14 21:02:54 main:574] : INFO : Epoch 1809 | loss: 0.0311895 | val_loss: 0.0311897 | Time: 8704.65 ms [2022-02-14 21:03:02 main:574] : INFO : Epoch 1810 | loss: 0.0311869 | val_loss: 0.0311896 | Time: 8346.92 ms [2022-02-14 21:03:10 main:574] : INFO : Epoch 1811 | loss: 0.0311885 | val_loss: 0.031194 | Time: 8437.85 ms [2022-02-14 21:03:19 main:574] : INFO : Epoch 1812 | loss: 0.0311893 | val_loss: 0.031191 | Time: 8553.49 ms [2022-02-14 21:03:28 main:574] : INFO : Epoch 1813 | loss: 0.0311862 | val_loss: 0.0311889 | Time: 8597.31 ms [2022-02-14 21:03:36 main:574] : INFO : Epoch 1814 | loss: 0.0311863 | val_loss: 0.031193 | Time: 8310.91 ms [2022-02-14 21:03:44 main:574] : INFO : Epoch 1815 | loss: 0.0311859 | val_loss: 0.0311897 | Time: 8131.2 ms [2022-02-14 21:03:52 main:574] : INFO : Epoch 1816 | loss: 0.0311862 | val_loss: 0.031188 | Time: 8294.93 ms [2022-02-14 21:04:01 main:574] : INFO : Epoch 1817 | loss: 0.0311851 | val_loss: 0.0311876 | Time: 8484.39 ms [2022-02-14 21:04:09 main:574] : INFO : Epoch 1818 | loss: 0.0311855 | val_loss: 0.0311894 | Time: 8413.5 ms [2022-02-14 21:04:18 main:574] : INFO : Epoch 1819 | loss: 0.0311854 | val_loss: 0.0311895 | Time: 8238.88 ms [2022-02-14 21:04:26 main:574] : INFO : Epoch 1820 | loss: 0.0311864 | val_loss: 0.0311878 | Time: 8237.56 ms [2022-02-14 21:04:34 main:574] : INFO : Epoch 1821 | loss: 0.0311853 | val_loss: 0.0311921 | Time: 8337.43 ms [2022-02-14 21:04:43 main:574] : INFO : Epoch 1822 | loss: 0.0311856 | val_loss: 0.0311881 | Time: 8353.13 ms [2022-02-14 21:04:51 main:574] : INFO : Epoch 1823 | loss: 0.0311836 | val_loss: 0.0311873 | Time: 8370.84 ms [2022-02-14 21:04:59 main:574] : INFO : Epoch 1824 | loss: 0.0311831 | val_loss: 0.0311876 | Time: 8287.21 ms [2022-02-14 21:05:08 main:574] : INFO : Epoch 1825 | loss: 0.0311842 | val_loss: 0.0311873 | Time: 8551.41 ms [2022-02-14 21:05:17 main:574] : INFO : Epoch 1826 | loss: 0.0311848 | val_loss: 0.0311936 | Time: 8762.9 ms [2022-02-14 21:05:25 main:574] : INFO : Epoch 1827 | loss: 0.0311896 | val_loss: 0.0311965 | Time: 8227.96 ms [2022-02-14 21:05:33 main:574] : INFO : Epoch 1828 | loss: 0.0311875 | val_loss: 0.0311944 | Time: 8160.08 ms [2022-02-14 21:05:41 main:574] : INFO : Epoch 1829 | loss: 0.0311863 | val_loss: 0.0311868 | Time: 8282.98 ms [2022-02-14 21:05:50 main:574] : INFO : Epoch 1830 | loss: 0.0311849 | val_loss: 0.031188 | Time: 8206.03 ms [2022-02-14 21:05:58 main:574] : INFO : Epoch 1831 | loss: 0.0311849 | val_loss: 0.0311867 | Time: 8335.59 ms [2022-02-14 21:06:06 main:574] : INFO : Epoch 1832 | loss: 0.0311835 | val_loss: 0.0311866 | Time: 8278.36 ms [2022-02-14 21:06:14 main:574] : INFO : Epoch 1833 | loss: 0.0311833 | val_loss: 0.0311888 | Time: 8104.24 ms [2022-02-14 21:06:22 main:574] : INFO : Epoch 1834 | loss: 0.0311842 | val_loss: 0.0311874 | Time: 8178.85 ms [2022-02-14 21:06:31 main:574] : INFO : Epoch 1835 | loss: 0.0311856 | val_loss: 0.0311948 | Time: 8262.77 ms [2022-02-14 21:06:39 main:574] : INFO : Epoch 1836 | loss: 0.0311866 | val_loss: 0.0311905 | Time: 8499.34 ms [2022-02-14 21:06:48 main:574] : INFO : Epoch 1837 | loss: 0.0311838 | val_loss: 0.0311866 | Time: 8283.58 ms [2022-02-14 21:06:56 main:574] : INFO : Epoch 1838 | loss: 0.0311821 | val_loss: 0.0311865 | Time: 8353.57 ms [2022-02-14 21:07:04 main:574] : INFO : Epoch 1839 | loss: 0.0311828 | val_loss: 0.0311877 | Time: 8514.91 ms [2022-02-14 21:07:13 main:574] : INFO : Epoch 1840 | loss: 0.0311815 | val_loss: 0.0311856 | Time: 8307.8 ms [2022-02-14 21:07:22 main:574] : INFO : Epoch 1841 | loss: 0.0311806 | val_loss: 0.0311869 | Time: 8973.83 ms [2022-02-14 21:07:30 main:574] : INFO : Epoch 1842 | loss: 0.0311803 | val_loss: 0.0311875 | Time: 8396.94 ms [2022-02-14 21:07:38 main:574] : INFO : Epoch 1843 | loss: 0.0311871 | val_loss: 0.0311943 | Time: 8319.96 ms [2022-02-14 21:07:47 main:574] : INFO : Epoch 1844 | loss: 0.0311917 | val_loss: 0.0311922 | Time: 8288.59 ms [2022-02-14 21:07:55 main:574] : INFO : Epoch 1845 | loss: 0.0311908 | val_loss: 0.0311923 | Time: 8467.53 ms [2022-02-14 21:08:04 main:574] : INFO : Epoch 1846 | loss: 0.0311914 | val_loss: 0.0311943 | Time: 8249.29 ms [2022-02-14 21:08:12 main:574] : INFO : Epoch 1847 | loss: 0.0311923 | val_loss: 0.0311904 | Time: 8253.68 ms [2022-02-14 21:08:20 main:574] : INFO : Epoch 1848 | loss: 0.031189 | val_loss: 0.0311896 | Time: 8542 ms [2022-02-14 21:08:29 main:574] : INFO : Epoch 1849 | loss: 0.0311878 | val_loss: 0.0311903 | Time: 8401.4 ms [2022-02-14 21:08:37 main:574] : INFO : Epoch 1850 | loss: 0.0311883 | val_loss: 0.0311913 | Time: 8493.29 ms [2022-02-14 21:08:46 main:574] : INFO : Epoch 1851 | loss: 0.031189 | val_loss: 0.0311875 | Time: 8374.38 ms [2022-02-14 21:08:54 main:574] : INFO : Epoch 1852 | loss: 0.0311868 | val_loss: 0.0311884 | Time: 8279.68 ms [2022-02-14 21:09:02 main:574] : INFO : Epoch 1853 | loss: 0.0311874 | val_loss: 0.0311885 | Time: 8187.86 ms [2022-02-14 21:09:10 main:574] : INFO : Epoch 1854 | loss: 0.0311866 | val_loss: 0.0311882 | Time: 8279.62 ms [2022-02-14 21:09:19 main:574] : INFO : Epoch 1855 | loss: 0.0311854 | val_loss: 0.0311908 | Time: 8442.47 ms [2022-02-14 21:09:27 main:574] : INFO : Epoch 1856 | loss: 0.0311855 | val_loss: 0.0311866 | Time: 8346.43 ms [2022-02-14 21:09:36 main:574] : INFO : Epoch 1857 | loss: 0.0311856 | val_loss: 0.0311962 | Time: 8395.58 ms [2022-02-14 21:09:44 main:574] : INFO : Epoch 1858 | loss: 0.0311882 | val_loss: 0.0311932 | Time: 8280.26 ms [2022-02-14 21:09:52 main:574] : INFO : Epoch 1859 | loss: 0.0311858 | val_loss: 0.0311876 | Time: 8375.15 ms [2022-02-14 21:10:01 main:574] : INFO : Epoch 1860 | loss: 0.0311839 | val_loss: 0.0311896 | Time: 8822.83 ms [2022-02-14 21:10:10 main:574] : INFO : Epoch 1861 | loss: 0.0311845 | val_loss: 0.0311865 | Time: 8401.76 ms [2022-02-14 21:10:18 main:574] : INFO : Epoch 1862 | loss: 0.0311858 | val_loss: 0.0311897 | Time: 8310.63 ms [2022-02-14 21:10:26 main:574] : INFO : Epoch 1863 | loss: 0.0311838 | val_loss: 0.0311888 | Time: 8198.75 ms [2022-02-14 21:10:34 main:574] : INFO : Epoch 1864 | loss: 0.0311838 | val_loss: 0.0311897 | Time: 8275.79 ms [2022-02-14 21:10:43 main:574] : INFO : Epoch 1865 | loss: 0.0311838 | val_loss: 0.0311904 | Time: 8187.59 ms [2022-02-14 21:10:51 main:574] : INFO : Epoch 1866 | loss: 0.0311858 | val_loss: 0.0311902 | Time: 8318.73 ms [2022-02-14 21:10:59 main:574] : INFO : Epoch 1867 | loss: 0.0311897 | val_loss: 0.0311867 | Time: 8326.12 ms [2022-02-14 21:11:08 main:574] : INFO : Epoch 1868 | loss: 0.0311876 | val_loss: 0.0311865 | Time: 8341.17 ms [2022-02-14 21:11:16 main:574] : INFO : Epoch 1869 | loss: 0.0311855 | val_loss: 0.0311842 | Time: 8491.56 ms [2022-02-14 21:11:25 main:574] : INFO : Epoch 1870 | loss: 0.0311875 | val_loss: 0.0311853 | Time: 8464.89 ms [2022-02-14 21:11:33 main:574] : INFO : Epoch 1871 | loss: 0.0311854 | val_loss: 0.0311884 | Time: 8387.91 ms [2022-02-14 21:11:41 main:574] : INFO : Epoch 1872 | loss: 0.031185 | val_loss: 0.0311861 | Time: 8229.02 ms [2022-02-14 21:11:50 main:574] : INFO : Epoch 1873 | loss: 0.0311848 | val_loss: 0.0311856 | Time: 8511.73 ms [2022-02-14 21:11:58 main:574] : INFO : Epoch 1874 | loss: 0.0311836 | val_loss: 0.0311848 | Time: 8248.66 ms [2022-02-14 21:12:06 main:574] : INFO : Epoch 1875 | loss: 0.0311829 | val_loss: 0.0311847 | Time: 8456.19 ms [2022-02-14 21:12:15 main:574] : INFO : Epoch 1876 | loss: 0.031184 | val_loss: 0.0311838 | Time: 8274.57 ms [2022-02-14 21:12:23 main:574] : INFO : Epoch 1877 | loss: 0.0311836 | val_loss: 0.0311848 | Time: 8406.19 ms [2022-02-14 21:12:31 main:574] : INFO : Epoch 1878 | loss: 0.0311867 | val_loss: 0.031184 | Time: 8260.21 ms [2022-02-14 21:12:40 main:574] : INFO : Epoch 1879 | loss: 0.0311839 | val_loss: 0.0311908 | Time: 8345.5 ms [2022-02-14 21:12:48 main:574] : INFO : Epoch 1880 | loss: 0.0318482 | val_loss: 0.0499825 | Time: 8482.78 ms [2022-02-14 21:12:57 main:574] : INFO : Epoch 1881 | loss: 0.0519109 | val_loss: 0.0403495 | Time: 8494.84 ms [2022-02-14 21:13:05 main:574] : INFO : Epoch 1882 | loss: 0.0336811 | val_loss: 0.0315102 | Time: 8314.72 ms [2022-02-14 21:13:14 main:574] : INFO : Epoch 1883 | loss: 0.0318367 | val_loss: 0.0314508 | Time: 8423.98 ms [2022-02-14 21:13:22 main:574] : INFO : Epoch 1884 | loss: 0.0313233 | val_loss: 0.0312437 | Time: 8304.06 ms [2022-02-14 21:13:30 main:574] : INFO : Epoch 1885 | loss: 0.0312505 | val_loss: 0.0312326 | Time: 8249.97 ms [2022-02-14 21:13:38 main:574] : INFO : Epoch 1886 | loss: 0.0312304 | val_loss: 0.0312214 | Time: 8297.51 ms [2022-02-14 21:13:47 main:574] : INFO : Epoch 1887 | loss: 0.0312203 | val_loss: 0.0312176 | Time: 8357.52 ms [2022-02-14 21:13:55 main:574] : INFO : Epoch 1888 | loss: 0.031215 | val_loss: 0.0312108 | Time: 8255.79 ms [2022-02-14 21:14:04 main:574] : INFO : Epoch 1889 | loss: 0.0312115 | val_loss: 0.0312088 | Time: 8512.74 ms [2022-02-14 21:14:12 main:574] : INFO : Epoch 1890 | loss: 0.0312095 | val_loss: 0.0312069 | Time: 8221.24 ms [2022-02-14 21:14:22 main:574] : INFO : Epoch 1891 | loss: 0.0312073 | val_loss: 0.0312042 | Time: 9658.7 ms [2022-02-14 21:14:31 main:574] : INFO : Epoch 1892 | loss: 0.0312056 | val_loss: 0.0312025 | Time: 9069.39 ms [2022-02-14 21:14:41 main:574] : INFO : Epoch 1893 | loss: 0.0312045 | val_loss: 0.0312016 | Time: 10321.3 ms [2022-02-14 21:14:51 main:574] : INFO : Epoch 1894 | loss: 0.0312037 | val_loss: 0.031201 | Time: 10369 ms [2022-02-14 21:15:06 main:574] : INFO : Epoch 1895 | loss: 0.0312031 | val_loss: 0.0312015 | Time: 14876 ms [2022-02-14 21:15:16 main:574] : INFO : Epoch 1896 | loss: 0.031202 | val_loss: 0.0312004 | Time: 9717.22 ms [2022-02-14 21:15:24 main:574] : INFO : Epoch 1897 | loss: 0.0312015 | val_loss: 0.0311997 | Time: 8320.59 ms [2022-02-14 21:15:33 main:574] : INFO : Epoch 1898 | loss: 0.0312013 | val_loss: 0.0312005 | Time: 9105.24 ms [2022-02-14 21:15:42 main:574] : INFO : Epoch 1899 | loss: 0.0312006 | val_loss: 0.0311999 | Time: 8773.61 ms [2022-02-14 21:15:51 main:574] : INFO : Epoch 1900 | loss: 0.0312 | val_loss: 0.0311992 | Time: 8474.42 ms [2022-02-14 21:16:00 main:574] : INFO : Epoch 1901 | loss: 0.0311995 | val_loss: 0.0311988 | Time: 8962.69 ms [2022-02-14 21:16:08 main:574] : INFO : Epoch 1902 | loss: 0.0311994 | val_loss: 0.0311988 | Time: 8198.58 ms [2022-02-14 21:16:16 main:574] : INFO : Epoch 1903 | loss: 0.0311994 | val_loss: 0.0311977 | Time: 8199.28 ms [2022-02-14 21:16:25 main:574] : INFO : Epoch 1904 | loss: 0.0311981 | val_loss: 0.0311975 | Time: 8459.37 ms [2022-02-14 21:16:33 main:574] : INFO : Epoch 1905 | loss: 0.0311976 | val_loss: 0.0311968 | Time: 8207.32 ms [2022-02-14 21:16:41 main:574] : INFO : Epoch 1906 | loss: 0.0311968 | val_loss: 0.0311965 | Time: 8305.21 ms [2022-02-14 21:16:50 main:574] : INFO : Epoch 1907 | loss: 0.0311962 | val_loss: 0.0311963 | Time: 8389.36 ms [2022-02-14 21:16:58 main:574] : INFO : Epoch 1908 | loss: 0.0311961 | val_loss: 0.0311958 | Time: 8436.58 ms [2022-02-14 21:17:07 main:574] : INFO : Epoch 1909 | loss: 0.0311956 | val_loss: 0.031196 | Time: 8525.52 ms [2022-02-14 21:17:15 main:574] : INFO : Epoch 1910 | loss: 0.0311959 | val_loss: 0.0311964 | Time: 8493.74 ms [2022-02-14 21:17:23 main:574] : INFO : Epoch 1911 | loss: 0.0311966 | val_loss: 0.0311967 | Time: 8285.65 ms [2022-02-14 21:17:32 main:574] : INFO : Epoch 1912 | loss: 0.0312004 | val_loss: 0.0312038 | Time: 8849.42 ms [2022-02-14 21:17:41 main:574] : INFO : Epoch 1913 | loss: 0.0312024 | val_loss: 0.0312011 | Time: 8555.43 ms [2022-02-14 21:17:49 main:574] : INFO : Epoch 1914 | loss: 0.0312011 | val_loss: 0.0312002 | Time: 8628.32 ms [2022-02-14 21:17:58 main:574] : INFO : Epoch 1915 | loss: 0.0311999 | val_loss: 0.0311995 | Time: 8390.78 ms [2022-02-14 21:18:06 main:574] : INFO : Epoch 1916 | loss: 0.0311997 | val_loss: 0.031199 | Time: 8517.66 ms [2022-02-14 21:18:15 main:574] : INFO : Epoch 1917 | loss: 0.031199 | val_loss: 0.0311982 | Time: 8292.03 ms [2022-02-14 21:18:23 main:574] : INFO : Epoch 1918 | loss: 0.0311986 | val_loss: 0.0311979 | Time: 8322.43 ms [2022-02-14 21:18:31 main:574] : INFO : Epoch 1919 | loss: 0.0311981 | val_loss: 0.0311987 | Time: 8469.22 ms [2022-02-14 21:18:40 main:574] : INFO : Epoch 1920 | loss: 0.0311979 | val_loss: 0.031197 | Time: 8351.72 ms [2022-02-14 21:18:48 main:574] : INFO : Epoch 1921 | loss: 0.0311973 | val_loss: 0.0311969 | Time: 8367.54 ms [2022-02-14 21:18:57 main:574] : INFO : Epoch 1922 | loss: 0.0311969 | val_loss: 0.0311966 | Time: 8393.34 ms [2022-02-14 21:19:05 main:574] : INFO : Epoch 1923 | loss: 0.0311966 | val_loss: 0.0311962 | Time: 8260.84 ms [2022-02-14 21:19:13 main:574] : INFO : Epoch 1924 | loss: 0.031197 | val_loss: 0.0311983 | Time: 8560.31 ms [2022-02-14 21:19:22 main:574] : INFO : Epoch 1925 | loss: 0.0311967 | val_loss: 0.0311952 | Time: 8228.77 ms [2022-02-14 21:19:30 main:574] : INFO : Epoch 1926 | loss: 0.0311961 | val_loss: 0.0311954 | Time: 8373.57 ms [2022-02-14 21:19:38 main:574] : INFO : Epoch 1927 | loss: 0.0311959 | val_loss: 0.0311953 | Time: 8285.6 ms [2022-02-14 21:19:47 main:574] : INFO : Epoch 1928 | loss: 0.0311955 | val_loss: 0.0311951 | Time: 8422.51 ms [2022-02-14 21:19:55 main:574] : INFO : Epoch 1929 | loss: 0.0311959 | val_loss: 0.0311955 | Time: 8291.13 ms [2022-02-14 21:20:04 main:574] : INFO : Epoch 1930 | loss: 0.0311953 | val_loss: 0.0311954 | Time: 8414.98 ms [2022-02-14 21:20:12 main:574] : INFO : Epoch 1931 | loss: 0.0311952 | val_loss: 0.031195 | Time: 8230.26 ms [2022-02-14 21:20:20 main:574] : INFO : Epoch 1932 | loss: 0.0311952 | val_loss: 0.0311953 | Time: 8210.15 ms [2022-02-14 21:20:29 main:574] : INFO : Epoch 1933 | loss: 0.0311949 | val_loss: 0.0311957 | Time: 8526.29 ms [2022-02-14 21:20:37 main:574] : INFO : Epoch 1934 | loss: 0.0311945 | val_loss: 0.0311944 | Time: 8278.75 ms [2022-02-14 21:20:45 main:574] : INFO : Epoch 1935 | loss: 0.0311944 | val_loss: 0.0311947 | Time: 8371.74 ms [2022-02-14 21:20:53 main:574] : INFO : Epoch 1936 | loss: 0.031194 | val_loss: 0.0311942 | Time: 8143.64 ms [2022-02-14 21:21:02 main:574] : INFO : Epoch 1937 | loss: 0.0311938 | val_loss: 0.0311945 | Time: 8302.71 ms [2022-02-14 21:21:10 main:574] : INFO : Epoch 1938 | loss: 0.0311939 | val_loss: 0.0311942 | Time: 8295.12 ms [2022-02-14 21:21:18 main:574] : INFO : Epoch 1939 | loss: 0.0311935 | val_loss: 0.0311939 | Time: 8221.33 ms [2022-02-14 21:21:26 main:574] : INFO : Epoch 1940 | loss: 0.0311938 | val_loss: 0.0311935 | Time: 8129 ms [2022-02-14 21:21:34 main:574] : INFO : Epoch 1941 | loss: 0.0311933 | val_loss: 0.0311934 | Time: 8117.39 ms [2022-02-14 21:21:43 main:574] : INFO : Epoch 1942 | loss: 0.0311946 | val_loss: 0.0312002 | Time: 8248.85 ms [2022-02-14 21:21:51 main:574] : INFO : Epoch 1943 | loss: 0.0311988 | val_loss: 0.0312026 | Time: 8369.78 ms [2022-02-14 21:21:59 main:574] : INFO : Epoch 1944 | loss: 0.0311984 | val_loss: 0.0312011 | Time: 8227.43 ms [2022-02-14 21:22:08 main:574] : INFO : Epoch 1945 | loss: 0.0311969 | val_loss: 0.0312013 | Time: 8163.76 ms [2022-02-14 21:22:16 main:574] : INFO : Epoch 1946 | loss: 0.031196 | val_loss: 0.0312 | Time: 8397.53 ms [2022-02-14 21:22:24 main:574] : INFO : Epoch 1947 | loss: 0.031197 | val_loss: 0.0311997 | Time: 8491.05 ms [2022-02-14 21:22:34 main:574] : INFO : Epoch 1948 | loss: 0.0311953 | val_loss: 0.0311972 | Time: 9154.75 ms [2022-02-14 21:22:42 main:574] : INFO : Epoch 1949 | loss: 0.0311948 | val_loss: 0.031196 | Time: 8410.85 ms [2022-02-14 21:22:50 main:574] : INFO : Epoch 1950 | loss: 0.031194 | val_loss: 0.031195 | Time: 8286.84 ms [2022-02-14 21:22:59 main:574] : INFO : Epoch 1951 | loss: 0.0311939 | val_loss: 0.0311968 | Time: 8347.24 ms [2022-02-14 21:23:07 main:574] : INFO : Epoch 1952 | loss: 0.0311946 | val_loss: 0.0311954 | Time: 8184.76 ms [2022-02-14 21:23:15 main:574] : INFO : Epoch 1953 | loss: 0.031194 | val_loss: 0.0311952 | Time: 8343.39 ms [2022-02-14 21:23:24 main:574] : INFO : Epoch 1954 | loss: 0.0311929 | val_loss: 0.0311935 | Time: 8332.9 ms [2022-02-14 21:23:32 main:574] : INFO : Epoch 1955 | loss: 0.0311927 | val_loss: 0.031194 | Time: 8226.96 ms [2022-02-14 21:23:40 main:574] : INFO : Epoch 1956 | loss: 0.0311934 | val_loss: 0.0311946 | Time: 8291.12 ms [2022-02-14 21:23:49 main:574] : INFO : Epoch 1957 | loss: 0.0311924 | val_loss: 0.0311942 | Time: 8506.41 ms [2022-02-14 21:23:57 main:574] : INFO : Epoch 1958 | loss: 0.0311924 | val_loss: 0.0311945 | Time: 8394.96 ms [2022-02-14 21:24:05 main:574] : INFO : Epoch 1959 | loss: 0.0311924 | val_loss: 0.0311945 | Time: 8228.71 ms [2022-02-14 21:24:14 main:574] : INFO : Epoch 1960 | loss: 0.0311925 | val_loss: 0.0311946 | Time: 8270.89 ms [2022-02-14 21:24:22 main:574] : INFO : Epoch 1961 | loss: 0.0311922 | val_loss: 0.0311956 | Time: 8144.87 ms [2022-02-14 21:24:30 main:574] : INFO : Epoch 1962 | loss: 0.0311928 | val_loss: 0.0311959 | Time: 8212.32 ms [2022-02-14 21:24:38 main:574] : INFO : Epoch 1963 | loss: 0.0311927 | val_loss: 0.0311954 | Time: 8523.09 ms [2022-02-14 21:24:48 main:574] : INFO : Epoch 1964 | loss: 0.0311915 | val_loss: 0.0311946 | Time: 9146.59 ms [2022-02-14 21:24:56 main:574] : INFO : Epoch 1965 | loss: 0.0311917 | val_loss: 0.0311934 | Time: 8220.89 ms [2022-02-14 21:25:04 main:574] : INFO : Epoch 1966 | loss: 0.0311913 | val_loss: 0.0311941 | Time: 8203.63 ms [2022-02-14 21:25:13 main:574] : INFO : Epoch 1967 | loss: 0.0311914 | val_loss: 0.0311937 | Time: 8418.5 ms [2022-02-14 21:25:21 main:574] : INFO : Epoch 1968 | loss: 0.0311909 | val_loss: 0.0311933 | Time: 8260.92 ms [2022-02-14 21:25:29 main:574] : INFO : Epoch 1969 | loss: 0.0311909 | val_loss: 0.0311936 | Time: 8240.38 ms [2022-02-14 21:25:37 main:574] : INFO : Epoch 1970 | loss: 0.0311912 | val_loss: 0.031194 | Time: 8220.99 ms [2022-02-14 21:25:46 main:574] : INFO : Epoch 1971 | loss: 0.0311922 | val_loss: 0.0311945 | Time: 8224.48 ms [2022-02-14 21:25:54 main:574] : INFO : Epoch 1972 | loss: 0.0311922 | val_loss: 0.0311944 | Time: 8280.99 ms [2022-02-14 21:26:02 main:574] : INFO : Epoch 1973 | loss: 0.0311919 | val_loss: 0.0311946 | Time: 8144.38 ms [2022-02-14 21:26:10 main:574] : INFO : Epoch 1974 | loss: 0.0311914 | val_loss: 0.0311948 | Time: 8224.68 ms [2022-02-14 21:26:19 main:574] : INFO : Epoch 1975 | loss: 0.0311911 | val_loss: 0.031195 | Time: 8346.59 ms [2022-02-14 21:26:27 main:574] : INFO : Epoch 1976 | loss: 0.0311909 | val_loss: 0.0311946 | Time: 8468.29 ms [2022-02-14 21:26:35 main:574] : INFO : Epoch 1977 | loss: 0.031191 | val_loss: 0.0311934 | Time: 8211.85 ms [2022-02-14 21:26:44 main:574] : INFO : Epoch 1978 | loss: 0.0311904 | val_loss: 0.0311932 | Time: 8322.3 ms [2022-02-14 21:26:52 main:574] : INFO : Epoch 1979 | loss: 0.03119 | val_loss: 0.031193 | Time: 8267.31 ms [2022-02-14 21:27:00 main:574] : INFO : Epoch 1980 | loss: 0.0311898 | val_loss: 0.031193 | Time: 8336.86 ms [2022-02-14 21:27:09 main:574] : INFO : Epoch 1981 | loss: 0.0311901 | val_loss: 0.0311942 | Time: 8257.94 ms [2022-02-14 21:27:17 main:574] : INFO : Epoch 1982 | loss: 0.0311899 | val_loss: 0.0311936 | Time: 8341.23 ms [2022-02-14 21:27:25 main:574] : INFO : Epoch 1983 | loss: 0.0311903 | val_loss: 0.0311941 | Time: 8284.41 ms [2022-02-14 21:27:33 main:574] : INFO : Epoch 1984 | loss: 0.0311897 | val_loss: 0.0311942 | Time: 8188.82 ms [2022-02-14 21:27:42 main:574] : INFO : Epoch 1985 | loss: 0.0311901 | val_loss: 0.0311943 | Time: 8434.04 ms [2022-02-14 21:27:50 main:574] : INFO : Epoch 1986 | loss: 0.0311899 | val_loss: 0.0311936 | Time: 8319.96 ms [2022-02-14 21:27:58 main:574] : INFO : Epoch 1987 | loss: 0.0311901 | val_loss: 0.0311935 | Time: 8223.79 ms [2022-02-14 21:28:07 main:574] : INFO : Epoch 1988 | loss: 0.0311897 | val_loss: 0.0311937 | Time: 8242.16 ms [2022-02-14 21:28:15 main:574] : INFO : Epoch 1989 | loss: 0.0311892 | val_loss: 0.031193 | Time: 8295.08 ms [2022-02-14 21:28:23 main:574] : INFO : Epoch 1990 | loss: 0.0311888 | val_loss: 0.0311929 | Time: 8467.13 ms [2022-02-14 21:28:32 main:574] : INFO : Epoch 1991 | loss: 0.0311903 | val_loss: 0.031193 | Time: 8665.91 ms [2022-02-14 21:28:40 main:574] : INFO : Epoch 1992 | loss: 0.0311904 | val_loss: 0.0311933 | Time: 8363.97 ms [2022-02-14 21:28:49 main:574] : INFO : Epoch 1993 | loss: 0.0311901 | val_loss: 0.0311932 | Time: 8204.08 ms [2022-02-14 21:28:57 main:574] : INFO : Epoch 1994 | loss: 0.0311897 | val_loss: 0.0311927 | Time: 8332.76 ms [2022-02-14 21:29:05 main:574] : INFO : Epoch 1995 | loss: 0.0311897 | val_loss: 0.0311921 | Time: 8129.76 ms [2022-02-14 21:29:13 main:574] : INFO : Epoch 1996 | loss: 0.0311891 | val_loss: 0.0311921 | Time: 8109.78 ms [2022-02-14 21:29:22 main:574] : INFO : Epoch 1997 | loss: 0.0311883 | val_loss: 0.0311933 | Time: 8460.1 ms [2022-02-14 21:29:30 main:574] : INFO : Epoch 1998 | loss: 0.0311889 | val_loss: 0.0311929 | Time: 8238.73 ms [2022-02-14 21:29:39 main:574] : INFO : Epoch 1999 | loss: 0.0311883 | val_loss: 0.0311924 | Time: 8530.24 ms [2022-02-14 21:29:47 main:574] : INFO : Epoch 2000 | loss: 0.031188 | val_loss: 0.0311911 | Time: 8173.6 ms [2022-02-14 21:29:55 main:574] : INFO : Epoch 2001 | loss: 0.0311877 | val_loss: 0.0311915 | Time: 8236.36 ms [2022-02-14 21:30:03 main:574] : INFO : Epoch 2002 | loss: 0.0311872 | val_loss: 0.0311901 | Time: 8447.59 ms [2022-02-14 21:30:12 main:574] : INFO : Epoch 2003 | loss: 0.0311881 | val_loss: 0.031197 | Time: 8302.64 ms [2022-02-14 21:30:20 main:574] : INFO : Epoch 2004 | loss: 0.0311889 | val_loss: 0.0311906 | Time: 8659.45 ms [2022-02-14 21:30:29 main:574] : INFO : Epoch 2005 | loss: 0.0311871 | val_loss: 0.0311908 | Time: 8213.45 ms [2022-02-14 21:30:37 main:574] : INFO : Epoch 2006 | loss: 0.0311877 | val_loss: 0.0311927 | Time: 8379.27 ms [2022-02-14 21:30:45 main:574] : INFO : Epoch 2007 | loss: 0.0311876 | val_loss: 0.0311909 | Time: 8171.56 ms [2022-02-14 21:30:54 main:574] : INFO : Epoch 2008 | loss: 0.0311864 | val_loss: 0.0311905 | Time: 8285.12 ms [2022-02-14 21:31:02 main:574] : INFO : Epoch 2009 | loss: 0.031186 | val_loss: 0.0311909 | Time: 8339.76 ms [2022-02-14 21:31:10 main:574] : INFO : Epoch 2010 | loss: 0.0311857 | val_loss: 0.031191 | Time: 8397.38 ms [2022-02-14 21:31:19 main:574] : INFO : Epoch 2011 | loss: 0.0311864 | val_loss: 0.0311921 | Time: 8416.92 ms [2022-02-14 21:31:27 main:574] : INFO : Epoch 2012 | loss: 0.0311861 | val_loss: 0.0311905 | Time: 8567.12 ms [2022-02-14 21:31:36 main:574] : INFO : Epoch 2013 | loss: 0.0311855 | val_loss: 0.0311893 | Time: 8580.87 ms [2022-02-14 21:31:44 main:574] : INFO : Epoch 2014 | loss: 0.0311848 | val_loss: 0.0311901 | Time: 8381.74 ms [2022-02-14 21:31:53 main:574] : INFO : Epoch 2015 | loss: 0.0311853 | val_loss: 0.0311912 | Time: 8226.57 ms [2022-02-14 21:32:01 main:574] : INFO : Epoch 2016 | loss: 0.031187 | val_loss: 0.0311897 | Time: 8568.99 ms [2022-02-14 21:32:09 main:574] : INFO : Epoch 2017 | loss: 0.0311846 | val_loss: 0.0311897 | Time: 8220.61 ms [2022-02-14 21:32:18 main:574] : INFO : Epoch 2018 | loss: 0.031184 | val_loss: 0.0311914 | Time: 8226.43 ms [2022-02-14 21:32:26 main:574] : INFO : Epoch 2019 | loss: 0.0311843 | val_loss: 0.0311895 | Time: 8307.03 ms [2022-02-14 21:32:34 main:574] : INFO : Epoch 2020 | loss: 0.0311841 | val_loss: 0.0311902 | Time: 8386.12 ms [2022-02-14 21:32:43 main:574] : INFO : Epoch 2021 | loss: 0.031184 | val_loss: 0.0311896 | Time: 8518.78 ms [2022-02-14 21:32:51 main:574] : INFO : Epoch 2022 | loss: 0.0311843 | val_loss: 0.0311891 | Time: 8396.54 ms [2022-02-14 21:33:00 main:574] : INFO : Epoch 2023 | loss: 0.0311839 | val_loss: 0.0311892 | Time: 8535.98 ms [2022-02-14 21:33:08 main:574] : INFO : Epoch 2024 | loss: 0.0311833 | val_loss: 0.0311895 | Time: 8476.71 ms [2022-02-14 21:33:16 main:574] : INFO : Epoch 2025 | loss: 0.0311839 | val_loss: 0.03119 | Time: 8185.35 ms [2022-02-14 21:33:25 main:574] : INFO : Epoch 2026 | loss: 0.0311839 | val_loss: 0.031192 | Time: 8512.41 ms [2022-02-14 21:33:33 main:574] : INFO : Epoch 2027 | loss: 0.0311847 | val_loss: 0.0311901 | Time: 8125.98 ms [2022-02-14 21:33:41 main:574] : INFO : Epoch 2028 | loss: 0.0311828 | val_loss: 0.03119 | Time: 8322.75 ms [2022-02-14 21:33:50 main:574] : INFO : Epoch 2029 | loss: 0.0311826 | val_loss: 0.0311899 | Time: 8301.51 ms [2022-02-14 21:33:58 main:574] : INFO : Epoch 2030 | loss: 0.0311833 | val_loss: 0.031189 | Time: 8281 ms [2022-02-14 21:34:07 main:574] : INFO : Epoch 2031 | loss: 0.0311828 | val_loss: 0.0311901 | Time: 8476.5 ms [2022-02-14 21:34:15 main:574] : INFO : Epoch 2032 | loss: 0.0311844 | val_loss: 0.03119 | Time: 8402.3 ms [2022-02-14 21:34:23 main:574] : INFO : Epoch 2033 | loss: 0.0311853 | val_loss: 0.0311899 | Time: 8234.23 ms [2022-02-14 21:34:31 main:574] : INFO : Epoch 2034 | loss: 0.0311853 | val_loss: 0.0311911 | Time: 8255.51 ms [2022-02-14 21:34:41 main:574] : INFO : Epoch 2035 | loss: 0.0311849 | val_loss: 0.0311901 | Time: 9062.91 ms [2022-02-14 21:34:51 main:574] : INFO : Epoch 2036 | loss: 0.0311854 | val_loss: 0.0311897 | Time: 10009 ms [2022-02-14 21:35:00 main:574] : INFO : Epoch 2037 | loss: 0.0311834 | val_loss: 0.0311891 | Time: 9502.56 ms [2022-02-14 21:35:10 main:574] : INFO : Epoch 2038 | loss: 0.0311828 | val_loss: 0.0311881 | Time: 9849 ms [2022-02-14 21:35:19 main:574] : INFO : Epoch 2039 | loss: 0.0311821 | val_loss: 0.0311893 | Time: 8643.06 ms [2022-02-14 21:35:27 main:574] : INFO : Epoch 2040 | loss: 0.0311821 | val_loss: 0.0311885 | Time: 8492.98 ms [2022-02-14 21:35:35 main:574] : INFO : Epoch 2041 | loss: 0.0311821 | val_loss: 0.0311905 | Time: 8190.58 ms [2022-02-14 21:35:43 main:574] : INFO : Epoch 2042 | loss: 0.031182 | val_loss: 0.031188 | Time: 8147.68 ms [2022-02-14 21:35:52 main:574] : INFO : Epoch 2043 | loss: 0.0311822 | val_loss: 0.03119 | Time: 8194.59 ms [2022-02-14 21:36:00 main:574] : INFO : Epoch 2044 | loss: 0.0311811 | val_loss: 0.0311872 | Time: 8090.84 ms [2022-02-14 21:36:08 main:574] : INFO : Epoch 2045 | loss: 0.0311806 | val_loss: 0.0311889 | Time: 8526.79 ms [2022-02-14 21:36:17 main:574] : INFO : Epoch 2046 | loss: 0.0311824 | val_loss: 0.0311916 | Time: 8267.66 ms [2022-02-14 21:36:25 main:574] : INFO : Epoch 2047 | loss: 0.0311812 | val_loss: 0.0311873 | Time: 8268.84 ms [2022-02-14 21:36:33 main:574] : INFO : Epoch 2048 | loss: 0.031181 | val_loss: 0.0311874 | Time: 8206.73 ms [2022-02-14 21:36:33 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311874 [2022-02-14 21:36:33 main:603] : INFO : Saving end state to config to file [2022-02-14 21:36:33 main:608] : INFO : Success, exiting.. 21:36:33 (2660): 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)