Task 10023798
| Name | ParityModified-1639960877-5875-0_0 |
| Workunit | 7402454 |
| Created | 20 Dec 2021, 0:41:21 UTC |
| Sent | 4 Jan 2022, 0:23:30 UTC |
| Report deadline | 12 Jan 2022, 0:23:30 UTC |
| Received | 4 Jan 2022, 20:36:57 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 17360 |
| Run time | 4 hours 15 min 10 sec |
| CPU time | 3 hours 33 min 3 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 864.22 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> main:574] : INFO : Epoch 1542 | loss: 0.031089 | val_loss: 0.0311864 | Time: 7314.21 ms [2022-01-04 20:33:31 main:574] : INFO : Epoch 1543 | loss: 0.0310926 | val_loss: 0.031192 | Time: 7299 ms [2022-01-04 20:33:38 main:574] : INFO : Epoch 1544 | loss: 0.0310938 | val_loss: 0.0311876 | Time: 7278.29 ms [2022-01-04 20:33:45 main:574] : INFO : Epoch 1545 | loss: 0.0310927 | val_loss: 0.0311834 | Time: 7303.96 ms [2022-01-04 20:33:53 main:574] : INFO : Epoch 1546 | loss: 0.0310938 | val_loss: 0.0311969 | Time: 7264.16 ms [2022-01-04 20:34:00 main:574] : INFO : Epoch 1547 | loss: 0.0310902 | val_loss: 0.0312042 | Time: 7282.08 ms [2022-01-04 20:34:07 main:574] : INFO : Epoch 1548 | loss: 0.0310934 | val_loss: 0.0311839 | Time: 7254.71 ms [2022-01-04 20:34:14 main:574] : INFO : Epoch 1549 | loss: 0.0310863 | val_loss: 0.031188 | Time: 7283.38 ms [2022-01-04 20:34:22 main:574] : INFO : Epoch 1550 | loss: 0.0310837 | val_loss: 0.0311958 | Time: 7280.66 ms [2022-01-04 20:34:29 main:574] : INFO : Epoch 1551 | loss: 0.0310819 | val_loss: 0.0311956 | Time: 7298.58 ms [2022-01-04 20:34:36 main:574] : INFO : Epoch 1552 | loss: 0.0310865 | val_loss: 0.0312042 | Time: 7294.14 ms [2022-01-04 20:34:44 main:574] : INFO : Epoch 1553 | loss: 0.0310853 | val_loss: 0.0311892 | Time: 7262.65 ms [2022-01-04 20:34:51 main:574] : INFO : Epoch 1554 | loss: 0.0310892 | val_loss: 0.0311865 | Time: 7291.27 ms [2022-01-04 20:34:58 main:574] : INFO : Epoch 1555 | loss: 0.0310863 | val_loss: 0.0311964 | Time: 7396.53 ms [2022-01-04 20:35:06 main:574] : INFO : Epoch 1556 | loss: 0.0310831 | val_loss: 0.031202 | Time: 7338.23 ms [2022-01-04 20:35:13 main:574] : INFO : Epoch 1557 | loss: 0.0310813 | val_loss: 0.0311868 | Time: 7405.6 ms [2022-01-04 20:35:20 main:574] : INFO : Epoch 1558 | loss: 0.0310892 | val_loss: 0.0311951 | Time: 7362.38 ms [2022-01-04 20:35:28 main:574] : INFO : Epoch 1559 | loss: 0.0310872 | val_loss: 0.031213 | Time: 7353.89 ms [2022-01-04 20:35:35 main:574] : INFO : Epoch 1560 | loss: 0.0310868 | val_loss: 0.0311947 | Time: 7335.68 ms [2022-01-04 20:35:43 main:574] : INFO : Epoch 1561 | loss: 0.0310787 | val_loss: 0.0311939 | Time: 7635.82 ms [2022-01-04 20:35:50 main:574] : INFO : Epoch 1562 | loss: 0.0310822 | val_loss: 0.0312009 | Time: 7307.71 ms [2022-01-04 20:35:57 main:574] : INFO : Epoch 1563 | loss: 0.0310847 | val_loss: 0.0311931 | Time: 7324.63 ms [2022-01-04 20:36:05 main:574] : INFO : Epoch 1564 | loss: 0.0310843 | val_loss: 0.0311903 | Time: 7449.23 ms [2022-01-04 20:36:12 main:574] : INFO : Epoch 1565 | loss: 0.0310808 | val_loss: 0.0312072 | Time: 7495.54 ms [2022-01-04 20:36:20 main:574] : INFO : Epoch 1566 | loss: 0.0310845 | val_loss: 0.0312041 | Time: 7362.7 ms [2022-01-04 20:36:27 main:574] : INFO : Epoch 1567 | loss: 0.0310822 | val_loss: 0.0311938 | Time: 7307.61 ms [2022-01-04 20:36:34 main:574] : INFO : Epoch 1568 | loss: 0.0310823 | val_loss: 0.0311962 | Time: 7363.76 ms [2022-01-04 20:36:42 main:574] : INFO : Epoch 1569 | loss: 0.0310838 | val_loss: 0.0312033 | Time: 7335.71 ms [2022-01-04 20:36:49 main:574] : INFO : Epoch 1570 | loss: 0.0310824 | val_loss: 0.0311977 | Time: 7337.89 ms [2022-01-04 20:36:56 main:574] : INFO : Epoch 1571 | loss: 0.0310787 | val_loss: 0.0311996 | Time: 7337.44 ms [2022-01-04 20:37:04 main:574] : INFO : Epoch 1572 | loss: 0.0310803 | val_loss: 0.031195 | Time: 7374.23 ms [2022-01-04 20:37:11 main:574] : INFO : Epoch 1573 | loss: 0.031085 | val_loss: 0.0311888 | Time: 7354.72 ms [2022-01-04 20:37:19 main:574] : INFO : Epoch 1574 | loss: 0.0310848 | val_loss: 0.0312016 | Time: 7355.98 ms [2022-01-04 20:37:26 main:574] : INFO : Epoch 1575 | loss: 0.0310938 | val_loss: 0.031193 | Time: 7377.3 ms [2022-01-04 20:37:33 main:574] : INFO : Epoch 1576 | loss: 0.031084 | val_loss: 0.0311991 | Time: 7362.01 ms [2022-01-04 20:37:41 main:574] : INFO : Epoch 1577 | loss: 0.031081 | val_loss: 0.0311954 | Time: 7361.7 ms [2022-01-04 20:37:48 main:574] : INFO : Epoch 1578 | loss: 0.0310799 | val_loss: 0.0312157 | Time: 7372.42 ms [2022-01-04 20:37:55 main:574] : INFO : Epoch 1579 | loss: 0.0310806 | val_loss: 0.0311997 | Time: 7388.22 ms [2022-01-04 20:38:03 main:574] : INFO : Epoch 1580 | loss: 0.0310829 | val_loss: 0.0311954 | Time: 7389.25 ms [2022-01-04 20:38:10 main:574] : INFO : Epoch 1581 | loss: 0.0310804 | val_loss: 0.0312071 | Time: 7392.68 ms [2022-01-04 20:38:18 main:574] : INFO : Epoch 1582 | loss: 0.0310806 | val_loss: 0.0312025 | Time: 7360.91 ms [2022-01-04 20:38:25 main:574] : INFO : Epoch 1583 | loss: 0.0310818 | val_loss: 0.0311972 | Time: 7359.67 ms [2022-01-04 20:38:32 main:574] : INFO : Epoch 1584 | loss: 0.0310848 | val_loss: 0.0311999 | Time: 7343.51 ms [2022-01-04 20:38:40 main:574] : INFO : Epoch 1585 | loss: 0.0310827 | val_loss: 0.0311971 | Time: 7374.76 ms [2022-01-04 20:38:47 main:574] : INFO : Epoch 1586 | loss: 0.0310821 | val_loss: 0.0312035 | Time: 7386.27 ms [2022-01-04 20:38:54 main:574] : INFO : Epoch 1587 | loss: 0.0310788 | val_loss: 0.0311975 | Time: 7363.66 ms [2022-01-04 20:39:02 main:574] : INFO : Epoch 1588 | loss: 0.0310825 | val_loss: 0.0312018 | Time: 7354.72 ms [2022-01-04 20:39:09 main:574] : INFO : Epoch 1589 | loss: 0.0310803 | val_loss: 0.0311956 | Time: 7372.67 ms [2022-01-04 20:39:17 main:574] : INFO : Epoch 1590 | loss: 0.0310808 | val_loss: 0.0311975 | Time: 7365.76 ms [2022-01-04 20:39:24 main:574] : INFO : Epoch 1591 | loss: 0.0310796 | val_loss: 0.0311908 | Time: 7382.31 ms [2022-01-04 20:39:31 main:574] : INFO : Epoch 1592 | loss: 0.0310805 | val_loss: 0.0312057 | Time: 7401.41 ms [2022-01-04 20:39:39 main:574] : INFO : Epoch 1593 | loss: 0.031087 | val_loss: 0.0311943 | Time: 7396.27 ms [2022-01-04 20:39:46 main:574] : INFO : Epoch 1594 | loss: 0.0310887 | val_loss: 0.031202 | Time: 7365.36 ms [2022-01-04 20:39:54 main:574] : INFO : Epoch 1595 | loss: 0.0310867 | val_loss: 0.0312012 | Time: 7386.67 ms [2022-01-04 20:40:01 main:574] : INFO : Epoch 1596 | loss: 0.0310874 | val_loss: 0.0312113 | Time: 7380.54 ms [2022-01-04 20:40:08 main:574] : INFO : Epoch 1597 | loss: 0.0310806 | val_loss: 0.0311995 | Time: 7394.84 ms [2022-01-04 20:40:16 main:574] : INFO : Epoch 1598 | loss: 0.03108 | val_loss: 0.0312085 | Time: 7367.19 ms [2022-01-04 20:40:23 main:574] : INFO : Epoch 1599 | loss: 0.0310774 | val_loss: 0.0311876 | Time: 7363.27 ms [2022-01-04 20:40:30 main:574] : INFO : Epoch 1600 | loss: 0.0310771 | val_loss: 0.0312102 | Time: 7358.35 ms [2022-01-04 20:40:38 main:574] : INFO : Epoch 1601 | loss: 0.0310852 | val_loss: 0.0311948 | Time: 7361.68 ms [2022-01-04 20:40:45 main:574] : INFO : Epoch 1602 | loss: 0.0310821 | val_loss: 0.0311993 | Time: 7375.13 ms [2022-01-04 20:40:53 main:574] : INFO : Epoch 1603 | loss: 0.0310814 | val_loss: 0.031214 | Time: 7384.97 ms [2022-01-04 20:41:00 main:574] : INFO : Epoch 1604 | loss: 0.0310795 | val_loss: 0.0312016 | Time: 7373.71 ms [2022-01-04 20:41:07 main:574] : INFO : Epoch 1605 | loss: 0.0310761 | val_loss: 0.0312017 | Time: 7383.44 ms [2022-01-04 20:41:15 main:574] : INFO : Epoch 1606 | loss: 0.0310773 | val_loss: 0.0312106 | Time: 7433.24 ms [2022-01-04 20:41:22 main:574] : INFO : Epoch 1607 | loss: 0.0310759 | val_loss: 0.0312056 | Time: 7404.78 ms [2022-01-04 20:41:30 main:574] : INFO : Epoch 1608 | loss: 0.0310774 | val_loss: 0.031209 | Time: 7403.88 ms [2022-01-04 20:41:37 main:574] : INFO : Epoch 1609 | loss: 0.0310766 | val_loss: 0.0311956 | Time: 7365.85 ms [2022-01-04 20:41:44 main:574] : INFO : Epoch 1610 | loss: 0.031078 | val_loss: 0.0312123 | Time: 7357.09 ms [2022-01-04 20:41:52 main:574] : INFO : Epoch 1611 | loss: 0.0310823 | val_loss: 0.0312034 | Time: 7402.55 ms [2022-01-04 20:41:59 main:574] : INFO : Epoch 1612 | loss: 0.0310827 | val_loss: 0.0311912 | Time: 7365.6 ms [2022-01-04 20:42:07 main:574] : INFO : Epoch 1613 | loss: 0.0310792 | val_loss: 0.0311981 | Time: 7385.94 ms [2022-01-04 20:42:14 main:574] : INFO : Epoch 1614 | loss: 0.0310867 | val_loss: 0.0312284 | Time: 7483.6 ms [2022-01-04 20:42:21 main:574] : INFO : Epoch 1615 | loss: 0.0310817 | val_loss: 0.0312069 | Time: 7385.31 ms [2022-01-04 20:42:29 main:574] : INFO : Epoch 1616 | loss: 0.0310742 | val_loss: 0.0312035 | Time: 7356.08 ms [2022-01-04 20:42:36 main:574] : INFO : Epoch 1617 | loss: 0.0310781 | val_loss: 0.0311954 | Time: 7372.86 ms [2022-01-04 20:42:43 main:574] : INFO : Epoch 1618 | loss: 0.0310797 | val_loss: 0.0311888 | Time: 7343.41 ms [2022-01-04 20:42:51 main:574] : INFO : Epoch 1619 | loss: 0.0310811 | val_loss: 0.0312109 | Time: 7354.44 ms [2022-01-04 20:42:58 main:574] : INFO : Epoch 1620 | loss: 0.0310801 | val_loss: 0.0311985 | Time: 7374.81 ms [2022-01-04 20:43:06 main:574] : INFO : Epoch 1621 | loss: 0.0310773 | val_loss: 0.0312099 | Time: 7451.47 ms [2022-01-04 20:43:13 main:574] : INFO : Epoch 1622 | loss: 0.0310758 | val_loss: 0.0311963 | Time: 7382.64 ms [2022-01-04 20:43:20 main:574] : INFO : Epoch 1623 | loss: 0.0310765 | val_loss: 0.0312054 | Time: 7424.43 ms [2022-01-04 20:43:28 main:574] : INFO : Epoch 1624 | loss: 0.0310804 | val_loss: 0.0312112 | Time: 7442.19 ms [2022-01-04 20:43:35 main:574] : INFO : Epoch 1625 | loss: 0.0310799 | val_loss: 0.0312079 | Time: 7405.68 ms [2022-01-04 20:43:43 main:574] : INFO : Epoch 1626 | loss: 0.0310763 | val_loss: 0.0312132 | Time: 7363.35 ms [2022-01-04 20:43:50 main:574] : INFO : Epoch 1627 | loss: 0.0310785 | val_loss: 0.0311976 | Time: 7393.3 ms [2022-01-04 20:43:58 main:574] : INFO : Epoch 1628 | loss: 0.0310763 | val_loss: 0.0312259 | Time: 7376.24 ms [2022-01-04 20:44:05 main:574] : INFO : Epoch 1629 | loss: 0.0310781 | val_loss: 0.0312052 | Time: 7387.59 ms [2022-01-04 20:44:12 main:574] : INFO : Epoch 1630 | loss: 0.0310758 | val_loss: 0.0312057 | Time: 7393.55 ms [2022-01-04 20:44:20 main:574] : INFO : Epoch 1631 | loss: 0.0310693 | val_loss: 0.0311945 | Time: 7371.95 ms [2022-01-04 20:44:27 main:574] : INFO : Epoch 1632 | loss: 0.0310767 | val_loss: 0.0311934 | Time: 7388.33 ms [2022-01-04 20:44:35 main:574] : INFO : Epoch 1633 | loss: 0.0310867 | val_loss: 0.0312042 | Time: 7452.87 ms [2022-01-04 20:44:42 main:574] : INFO : Epoch 1634 | loss: 0.0310833 | val_loss: 0.0311994 | Time: 7498.96 ms [2022-01-04 20:44:49 main:574] : INFO : Epoch 1635 | loss: 0.0310819 | val_loss: 0.0312071 | Time: 7326.3 ms [2022-01-04 20:44:57 main:574] : INFO : Epoch 1636 | loss: 0.0310773 | val_loss: 0.031211 | Time: 7332 ms [2022-01-04 20:45:04 main:574] : INFO : Epoch 1637 | loss: 0.0310757 | val_loss: 0.0311929 | Time: 7338.36 ms [2022-01-04 20:45:11 main:574] : INFO : Epoch 1638 | loss: 0.0310735 | val_loss: 0.031212 | Time: 7353.81 ms [2022-01-04 20:45:19 main:574] : INFO : Epoch 1639 | loss: 0.0310787 | val_loss: 0.031209 | Time: 7320.04 ms [2022-01-04 20:45:28 main:574] : INFO : Epoch 1640 | loss: 0.0310824 | val_loss: 0.0312091 | Time: 8924.03 ms [2022-01-04 20:45:35 main:574] : INFO : Epoch 1641 | loss: 0.0310812 | val_loss: 0.0312062 | Time: 7381.48 ms [2022-01-04 20:45:42 main:574] : INFO : Epoch 1642 | loss: 0.0310768 | val_loss: 0.0312186 | Time: 7354.54 ms [2022-01-04 20:45:50 main:574] : INFO : Epoch 1643 | loss: 0.0310828 | val_loss: 0.031197 | Time: 7345.54 ms [2022-01-04 20:45:57 main:574] : INFO : Epoch 1644 | loss: 0.0310763 | val_loss: 0.0312037 | Time: 7342.17 ms [2022-01-04 20:46:04 main:574] : INFO : Epoch 1645 | loss: 0.0310739 | val_loss: 0.0312163 | Time: 7348.94 ms [2022-01-04 20:46:12 main:574] : INFO : Epoch 1646 | loss: 0.0310737 | val_loss: 0.0312153 | Time: 7379.27 ms [2022-01-04 20:46:19 main:574] : INFO : Epoch 1647 | loss: 0.0310759 | val_loss: 0.031207 | Time: 7410.48 ms [2022-01-04 20:46:27 main:574] : INFO : Epoch 1648 | loss: 0.0310754 | val_loss: 0.0312034 | Time: 7840.47 ms [2022-01-04 20:46:35 main:574] : INFO : Epoch 1649 | loss: 0.0310704 | val_loss: 0.0312298 | Time: 7472.32 ms [2022-01-04 20:46:42 main:574] : INFO : Epoch 1650 | loss: 0.0310697 | val_loss: 0.0312024 | Time: 7343.54 ms [2022-01-04 20:46:49 main:574] : INFO : Epoch 1651 | loss: 0.0310723 | val_loss: 0.0312207 | Time: 7418.53 ms [2022-01-04 20:46:57 main:574] : INFO : Epoch 1652 | loss: 0.0310788 | val_loss: 0.0311934 | Time: 7329.86 ms [2022-01-04 20:47:04 main:574] : INFO : Epoch 1653 | loss: 0.031088 | val_loss: 0.0311969 | Time: 7335.17 ms [2022-01-04 20:47:11 main:574] : INFO : Epoch 1654 | loss: 0.0310917 | val_loss: 0.0311965 | Time: 7335.21 ms [2022-01-04 20:47:19 main:574] : INFO : Epoch 1655 | loss: 0.0310796 | val_loss: 0.0312102 | Time: 7363.99 ms [2022-01-04 20:47:26 main:574] : INFO : Epoch 1656 | loss: 0.0310792 | val_loss: 0.0312027 | Time: 7386.46 ms [2022-01-04 20:47:34 main:574] : INFO : Epoch 1657 | loss: 0.0310771 | val_loss: 0.0311906 | Time: 7349.59 ms [2022-01-04 20:47:41 main:574] : INFO : Epoch 1658 | loss: 0.0310794 | val_loss: 0.0312022 | Time: 7798.8 ms [2022-01-04 20:47:49 main:574] : INFO : Epoch 1659 | loss: 0.0310739 | val_loss: 0.0312024 | Time: 7633.85 ms [2022-01-04 20:47:56 main:574] : INFO : Epoch 1660 | loss: 0.0310753 | val_loss: 0.0311961 | Time: 7340.54 ms [2022-01-04 20:48:04 main:574] : INFO : Epoch 1661 | loss: 0.0310767 | val_loss: 0.0312017 | Time: 7335.6 ms [2022-01-04 20:48:11 main:574] : INFO : Epoch 1662 | loss: 0.0310767 | val_loss: 0.0312088 | Time: 7343.99 ms [2022-01-04 20:48:18 main:574] : INFO : Epoch 1663 | loss: 0.0310726 | val_loss: 0.0312101 | Time: 7357.89 ms [2022-01-04 20:48:26 main:574] : INFO : Epoch 1664 | loss: 0.0310705 | val_loss: 0.0312043 | Time: 7366.78 ms [2022-01-04 20:48:33 main:574] : INFO : Epoch 1665 | loss: 0.0310765 | val_loss: 0.0311967 | Time: 7329.94 ms [2022-01-04 20:48:40 main:574] : INFO : Epoch 1666 | loss: 0.0310803 | val_loss: 0.0312038 | Time: 7332.96 ms [2022-01-04 20:48:48 main:574] : INFO : Epoch 1667 | loss: 0.0310852 | val_loss: 0.0312038 | Time: 7468.87 ms [2022-01-04 20:48:56 main:574] : INFO : Epoch 1668 | loss: 0.0310785 | val_loss: 0.0311936 | Time: 8063.41 ms [2022-01-04 20:49:04 main:574] : INFO : Epoch 1669 | loss: 0.0312495 | val_loss: 0.0312796 | Time: 7534.86 ms [2022-01-04 20:49:11 main:574] : INFO : Epoch 1670 | loss: 0.0312722 | val_loss: 0.0312853 | Time: 7337.37 ms [2022-01-04 20:49:18 main:574] : INFO : Epoch 1671 | loss: 0.0312592 | val_loss: 0.031255 | Time: 7389.26 ms [2022-01-04 20:49:26 main:574] : INFO : Epoch 1672 | loss: 0.0312519 | val_loss: 0.0312512 | Time: 7414.57 ms [2022-01-04 20:49:33 main:574] : INFO : Epoch 1673 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 7459.68 ms [2022-01-04 20:49:41 main:574] : INFO : Epoch 1674 | loss: 0.0312507 | val_loss: 0.0312512 | Time: 7603.11 ms [2022-01-04 20:49:48 main:574] : INFO : Epoch 1675 | loss: 0.0312503 | val_loss: 0.0312498 | Time: 7348.71 ms [2022-01-04 20:49:55 main:574] : INFO : Epoch 1676 | loss: 0.0312501 | val_loss: 0.0312498 | Time: 7348.2 ms [2022-01-04 20:50:03 main:574] : INFO : Epoch 1677 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 7344.78 ms [2022-01-04 20:50:20 main:574] : INFO : Epoch 1678 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 17462.6 ms [2022-01-04 20:50:29 main:574] : INFO : Epoch 1679 | loss: 0.0312499 | val_loss: 0.0312508 | Time: 8717.17 ms [2022-01-04 20:50:37 main:574] : INFO : Epoch 1680 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 7515.97 ms [2022-01-04 20:50:44 main:574] : INFO : Epoch 1681 | loss: 0.0312499 | val_loss: 0.03125 | Time: 7029.34 ms [2022-01-04 20:50:51 main:574] : INFO : Epoch 1682 | loss: 0.0312494 | val_loss: 0.0312505 | Time: 7089.09 ms [2022-01-04 20:50:58 main:574] : INFO : Epoch 1683 | loss: 0.0312492 | val_loss: 0.0312502 | Time: 7115.52 ms [2022-01-04 20:51:05 main:574] : INFO : Epoch 1684 | loss: 0.0312492 | val_loss: 0.0312507 | Time: 7118.88 ms [2022-01-04 20:51:12 main:574] : INFO : Epoch 1685 | loss: 0.0312488 | val_loss: 0.0312507 | Time: 7134.79 ms [2022-01-04 20:51:19 main:574] : INFO : Epoch 1686 | loss: 0.0312496 | val_loss: 0.0312514 | Time: 7173.95 ms [2022-01-04 20:51:26 main:574] : INFO : Epoch 1687 | loss: 0.0312495 | val_loss: 0.0312502 | Time: 7175.79 ms [2022-01-04 20:51:34 main:574] : INFO : Epoch 1688 | loss: 0.0312494 | val_loss: 0.0312518 | Time: 7208.25 ms [2022-01-04 20:51:42 main:574] : INFO : Epoch 1689 | loss: 0.031249 | val_loss: 0.0312508 | Time: 8278.65 ms [2022-01-04 20:51:49 main:574] : INFO : Epoch 1690 | loss: 0.0312491 | val_loss: 0.0312505 | Time: 7533.1 ms [2022-01-04 20:52:07 main:574] : INFO : Epoch 1691 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 17165.6 ms [2022-01-04 20:52:14 main:574] : INFO : Epoch 1692 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 7034.76 ms [2022-01-04 20:52:21 main:574] : INFO : Epoch 1693 | loss: 0.0312497 | val_loss: 0.0312503 | Time: 7186.56 ms [2022-01-04 20:52:28 main:574] : INFO : Epoch 1694 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 7186.21 ms [2022-01-04 20:52:35 main:574] : INFO : Epoch 1695 | loss: 0.0312497 | val_loss: 0.031251 | Time: 7305 ms [2022-01-04 20:52:43 main:574] : INFO : Epoch 1696 | loss: 0.0312512 | val_loss: 0.0312522 | Time: 7242.91 ms [2022-01-04 20:52:50 main:574] : INFO : Epoch 1697 | loss: 0.0312498 | val_loss: 0.0312528 | Time: 7277.94 ms [2022-01-04 20:52:57 main:574] : INFO : Epoch 1698 | loss: 0.0312496 | val_loss: 0.0312514 | Time: 7377.9 ms [2022-01-04 20:53:05 main:574] : INFO : Epoch 1699 | loss: 0.0312493 | val_loss: 0.0312508 | Time: 7350.71 ms [2022-01-04 20:53:12 main:574] : INFO : Epoch 1700 | loss: 0.03125 | val_loss: 0.0312499 | Time: 7372.66 ms [2022-01-04 20:53:19 main:574] : INFO : Epoch 1701 | loss: 0.03125 | val_loss: 0.031249 | Time: 7311.28 ms [2022-01-04 20:53:27 main:574] : INFO : Epoch 1702 | loss: 0.0312492 | val_loss: 0.0312509 | Time: 7306.35 ms [2022-01-04 20:53:34 main:574] : INFO : Epoch 1703 | loss: 0.0312494 | val_loss: 0.0312494 | Time: 7294.17 ms [2022-01-04 20:53:41 main:574] : INFO : Epoch 1704 | loss: 0.0312471 | val_loss: 0.0312503 | Time: 7352.55 ms [2022-01-04 20:53:49 main:574] : INFO : Epoch 1705 | loss: 0.0312472 | val_loss: 0.031249 | Time: 7321.64 ms [2022-01-04 20:53:56 main:574] : INFO : Epoch 1706 | loss: 0.0312472 | val_loss: 0.0312488 | Time: 7351.37 ms [2022-01-04 20:54:03 main:574] : INFO : Epoch 1707 | loss: 0.0312445 | val_loss: 0.031249 | Time: 7384.75 ms [2022-01-04 20:54:11 main:574] : INFO : Epoch 1708 | loss: 0.0312426 | val_loss: 0.0312459 | Time: 7371 ms [2022-01-04 20:54:18 main:574] : INFO : Epoch 1709 | loss: 0.0312459 | val_loss: 0.0312521 | Time: 7372.46 ms [2022-01-04 20:54:25 main:574] : INFO : Epoch 1710 | loss: 0.0312437 | val_loss: 0.0312486 | Time: 7299.82 ms [2022-01-04 20:54:33 main:574] : INFO : Epoch 1711 | loss: 0.0312417 | val_loss: 0.0312422 | Time: 7397.24 ms [2022-01-04 20:54:40 main:574] : INFO : Epoch 1712 | loss: 0.031237 | val_loss: 0.0312357 | Time: 7333.75 ms [2022-01-04 20:54:48 main:574] : INFO : Epoch 1713 | loss: 0.0312456 | val_loss: 0.0312403 | Time: 7328.74 ms [2022-01-04 20:54:55 main:574] : INFO : Epoch 1714 | loss: 0.0312349 | val_loss: 0.031232 | Time: 7849.82 ms [2022-01-04 20:55:03 main:574] : INFO : Epoch 1715 | loss: 0.0312307 | val_loss: 0.0312286 | Time: 8024.78 ms [2022-01-04 20:55:11 main:574] : INFO : Epoch 1716 | loss: 0.0312289 | val_loss: 0.031226 | Time: 7383.49 ms [2022-01-04 20:55:28 main:574] : INFO : Epoch 1717 | loss: 0.0312217 | val_loss: 0.0312227 | Time: 17118.3 ms [2022-01-04 20:55:35 main:574] : INFO : Epoch 1718 | loss: 0.0312184 | val_loss: 0.0312207 | Time: 7005.02 ms [2022-01-04 20:55:42 main:574] : INFO : Epoch 1719 | loss: 0.0312172 | val_loss: 0.0312217 | Time: 7145.6 ms [2022-01-04 20:55:49 main:574] : INFO : Epoch 1720 | loss: 0.0312219 | val_loss: 0.0312242 | Time: 7141.46 ms [2022-01-04 20:55:56 main:574] : INFO : Epoch 1721 | loss: 0.0312195 | val_loss: 0.0312144 | Time: 7204.48 ms [2022-01-04 20:56:04 main:574] : INFO : Epoch 1722 | loss: 0.031214 | val_loss: 0.0312156 | Time: 7266.18 ms [2022-01-04 20:56:11 main:574] : INFO : Epoch 1723 | loss: 0.0312186 | val_loss: 0.0312126 | Time: 7221.35 ms [2022-01-04 20:56:18 main:574] : INFO : Epoch 1724 | loss: 0.0312175 | val_loss: 0.0312142 | Time: 7269.32 ms [2022-01-04 20:56:26 main:574] : INFO : Epoch 1725 | loss: 0.0312128 | val_loss: 0.0312101 | Time: 7307.17 ms [2022-01-04 20:56:33 main:574] : INFO : Epoch 1726 | loss: 0.0312096 | val_loss: 0.0312203 | Time: 7270.79 ms [2022-01-04 20:56:40 main:574] : INFO : Epoch 1727 | loss: 0.0312071 | val_loss: 0.0312082 | Time: 7262.92 ms [2022-01-04 20:56:47 main:574] : INFO : Epoch 1728 | loss: 0.031205 | val_loss: 0.0312062 | Time: 7263.39 ms [2022-01-04 20:56:55 main:574] : INFO : Epoch 1729 | loss: 0.0312041 | val_loss: 0.0312139 | Time: 7290.19 ms [2022-01-04 20:57:02 main:574] : INFO : Epoch 1730 | loss: 0.0312033 | val_loss: 0.0312041 | Time: 7304.22 ms [2022-01-04 20:57:09 main:574] : INFO : Epoch 1731 | loss: 0.0312025 | val_loss: 0.0312042 | Time: 7291.25 ms [2022-01-04 20:57:17 main:574] : INFO : Epoch 1732 | loss: 0.0312008 | val_loss: 0.0312028 | Time: 7294.5 ms [2022-01-04 20:57:24 main:574] : INFO : Epoch 1733 | loss: 0.0312017 | val_loss: 0.0312032 | Time: 7310.11 ms [2022-01-04 20:57:31 main:574] : INFO : Epoch 1734 | loss: 0.0312003 | val_loss: 0.0312043 | Time: 7266.22 ms [2022-01-04 20:57:38 main:574] : INFO : Epoch 1735 | loss: 0.0311987 | val_loss: 0.031204 | Time: 7290.02 ms [2022-01-04 20:57:46 main:574] : INFO : Epoch 1736 | loss: 0.0311978 | val_loss: 0.0312073 | Time: 7287.08 ms [2022-01-04 20:57:53 main:574] : INFO : Epoch 1737 | loss: 0.0311991 | val_loss: 0.0312045 | Time: 7274.59 ms [2022-01-04 20:58:00 main:574] : INFO : Epoch 1738 | loss: 0.0311966 | val_loss: 0.0312014 | Time: 7327.74 ms [2022-01-04 20:58:08 main:574] : INFO : Epoch 1739 | loss: 0.031194 | val_loss: 0.0312005 | Time: 7359.22 ms [2022-01-04 20:58:15 main:574] : INFO : Epoch 1740 | loss: 0.0311928 | val_loss: 0.0312009 | Time: 7288.13 ms [2022-01-04 20:58:22 main:574] : INFO : Epoch 1741 | loss: 0.0311925 | val_loss: 0.0312021 | Time: 7386.2 ms [2022-01-04 20:58:30 main:574] : INFO : Epoch 1742 | loss: 0.0311946 | val_loss: 0.0312082 | Time: 7271.59 ms [2022-01-04 20:58:37 main:574] : INFO : Epoch 1743 | loss: 0.0311933 | val_loss: 0.0311978 | Time: 7269.7 ms [2022-01-04 20:58:44 main:574] : INFO : Epoch 1744 | loss: 0.0311913 | val_loss: 0.0311981 | Time: 7263.69 ms [2022-01-04 20:58:52 main:574] : INFO : Epoch 1745 | loss: 0.03119 | val_loss: 0.0312007 | Time: 7300.63 ms [2022-01-04 20:58:59 main:574] : INFO : Epoch 1746 | loss: 0.0311891 | val_loss: 0.0311979 | Time: 7286.5 ms [2022-01-04 20:59:06 main:574] : INFO : Epoch 1747 | loss: 0.031191 | val_loss: 0.0311986 | Time: 7283.59 ms [2022-01-04 20:59:13 main:574] : INFO : Epoch 1748 | loss: 0.0311905 | val_loss: 0.0312031 | Time: 7308.09 ms [2022-01-04 20:59:21 main:574] : INFO : Epoch 1749 | loss: 0.0311902 | val_loss: 0.0311993 | Time: 7279.5 ms [2022-01-04 20:59:28 main:574] : INFO : Epoch 1750 | loss: 0.0311932 | val_loss: 0.0312004 | Time: 7274.5 ms [2022-01-04 20:59:35 main:574] : INFO : Epoch 1751 | loss: 0.031189 | val_loss: 0.0312027 | Time: 7273.73 ms [2022-01-04 20:59:43 main:574] : INFO : Epoch 1752 | loss: 0.0311866 | val_loss: 0.0311995 | Time: 7260 ms [2022-01-04 20:59:50 main:574] : INFO : Epoch 1753 | loss: 0.0311857 | val_loss: 0.0311973 | Time: 7311.9 ms [2022-01-04 20:59:57 main:574] : INFO : Epoch 1754 | loss: 0.0311836 | val_loss: 0.0311935 | Time: 7445.97 ms [2022-01-04 21:00:05 main:574] : INFO : Epoch 1755 | loss: 0.0311847 | val_loss: 0.0311991 | Time: 7279.92 ms [2022-01-04 21:00:12 main:574] : INFO : Epoch 1756 | loss: 0.0311884 | val_loss: 0.0311946 | Time: 7265.08 ms [2022-01-04 21:00:19 main:574] : INFO : Epoch 1757 | loss: 0.0311896 | val_loss: 0.0311975 | Time: 7285.64 ms [2022-01-04 21:00:27 main:574] : INFO : Epoch 1758 | loss: 0.0311888 | val_loss: 0.0311946 | Time: 7287.87 ms [2022-01-04 21:00:34 main:574] : INFO : Epoch 1759 | loss: 0.031185 | val_loss: 0.0311935 | Time: 7273.36 ms [2022-01-04 21:00:41 main:574] : INFO : Epoch 1760 | loss: 0.0311827 | val_loss: 0.0311966 | Time: 7297.22 ms [2022-01-04 21:00:48 main:574] : INFO : Epoch 1761 | loss: 0.0311817 | val_loss: 0.0311966 | Time: 7328.58 ms [2022-01-04 21:00:56 main:574] : INFO : Epoch 1762 | loss: 0.0311804 | val_loss: 0.0311932 | Time: 7336.77 ms [2022-01-04 21:01:03 main:574] : INFO : Epoch 1763 | loss: 0.0311812 | val_loss: 0.0311965 | Time: 7387.41 ms [2022-01-04 21:01:10 main:574] : INFO : Epoch 1764 | loss: 0.0311815 | val_loss: 0.0311983 | Time: 7331.89 ms [2022-01-04 21:01:18 main:574] : INFO : Epoch 1765 | loss: 0.0311805 | val_loss: 0.0311936 | Time: 7319.25 ms [2022-01-04 21:01:25 main:574] : INFO : Epoch 1766 | loss: 0.0311787 | val_loss: 0.0311928 | Time: 7341.42 ms [2022-01-04 21:01:33 main:574] : INFO : Epoch 1767 | loss: 0.0311785 | val_loss: 0.0311938 | Time: 7317.35 ms [2022-01-04 21:01:40 main:574] : INFO : Epoch 1768 | loss: 0.0311775 | val_loss: 0.0311954 | Time: 7343.74 ms [2022-01-04 21:01:47 main:574] : INFO : Epoch 1769 | loss: 0.0311774 | val_loss: 0.0311955 | Time: 7297.11 ms [2022-01-04 21:01:55 main:574] : INFO : Epoch 1770 | loss: 0.0311764 | val_loss: 0.0311931 | Time: 7385.87 ms [2022-01-04 21:02:02 main:574] : INFO : Epoch 1771 | loss: 0.0311764 | val_loss: 0.0311959 | Time: 7317.55 ms [2022-01-04 21:02:09 main:574] : INFO : Epoch 1772 | loss: 0.0311767 | val_loss: 0.0311964 | Time: 7316.07 ms [2022-01-04 21:02:17 main:574] : INFO : Epoch 1773 | loss: 0.0311742 | val_loss: 0.0311978 | Time: 7356.17 ms [2022-01-04 21:02:24 main:574] : INFO : Epoch 1774 | loss: 0.0311731 | val_loss: 0.0311947 | Time: 7315.98 ms [2022-01-04 21:02:31 main:574] : INFO : Epoch 1775 | loss: 0.0311743 | val_loss: 0.0312073 | Time: 7372.77 ms [2022-01-04 21:02:39 main:574] : INFO : Epoch 1776 | loss: 0.0311763 | val_loss: 0.0311958 | Time: 7320.98 ms [2022-01-04 21:02:46 main:574] : INFO : Epoch 1777 | loss: 0.0311736 | val_loss: 0.0311997 | Time: 7366.74 ms [2022-01-04 21:02:53 main:574] : INFO : Epoch 1778 | loss: 0.0311727 | val_loss: 0.0311952 | Time: 7322.06 ms [2022-01-04 21:03:01 main:574] : INFO : Epoch 1779 | loss: 0.0311747 | val_loss: 0.0311962 | Time: 7345.52 ms [2022-01-04 21:03:08 main:574] : INFO : Epoch 1780 | loss: 0.0311736 | val_loss: 0.0311951 | Time: 7306.48 ms [2022-01-04 21:03:15 main:574] : INFO : Epoch 1781 | loss: 0.0311704 | val_loss: 0.0311968 | Time: 7327.9 ms [2022-01-04 21:03:23 main:574] : INFO : Epoch 1782 | loss: 0.0311703 | val_loss: 0.0311995 | Time: 7336.39 ms [2022-01-04 21:03:30 main:574] : INFO : Epoch 1783 | loss: 0.0311694 | val_loss: 0.0311993 | Time: 7404.05 ms [2022-01-04 21:03:37 main:574] : INFO : Epoch 1784 | loss: 0.0311761 | val_loss: 0.0312007 | Time: 7307.35 ms [2022-01-04 21:03:45 main:574] : INFO : Epoch 1785 | loss: 0.0311801 | val_loss: 0.0312019 | Time: 7316 ms [2022-01-04 21:03:52 main:574] : INFO : Epoch 1786 | loss: 0.0311863 | val_loss: 0.0311875 | Time: 7317.59 ms [2022-01-04 21:03:59 main:574] : INFO : Epoch 1787 | loss: 0.0311812 | val_loss: 0.0311864 | Time: 7347.33 ms [2022-01-04 21:04:07 main:574] : INFO : Epoch 1788 | loss: 0.03118 | val_loss: 0.0311854 | Time: 7313.79 ms [2022-01-04 21:04:14 main:574] : INFO : Epoch 1789 | loss: 0.03118 | val_loss: 0.0311842 | Time: 7319.58 ms [2022-01-04 21:04:21 main:574] : INFO : Epoch 1790 | loss: 0.0311774 | val_loss: 0.031184 | Time: 7324.84 ms [2022-01-04 21:04:29 main:574] : INFO : Epoch 1791 | loss: 0.031176 | val_loss: 0.0311894 | Time: 7333.24 ms [2022-01-04 21:04:36 main:574] : INFO : Epoch 1792 | loss: 0.0311759 | val_loss: 0.0311891 | Time: 7319.8 ms [2022-01-04 21:04:43 main:574] : INFO : Epoch 1793 | loss: 0.0311739 | val_loss: 0.031186 | Time: 7364.6 ms [2022-01-04 21:04:51 main:574] : INFO : Epoch 1794 | loss: 0.031173 | val_loss: 0.0311858 | Time: 7340.94 ms [2022-01-04 21:04:58 main:574] : INFO : Epoch 1795 | loss: 0.0311727 | val_loss: 0.031189 | Time: 7336.32 ms [2022-01-04 21:05:05 main:574] : INFO : Epoch 1796 | loss: 0.0311725 | val_loss: 0.0311873 | Time: 7363.07 ms [2022-01-04 21:05:13 main:574] : INFO : Epoch 1797 | loss: 0.0311712 | val_loss: 0.0311899 | Time: 7392.03 ms [2022-01-04 21:05:20 main:574] : INFO : Epoch 1798 | loss: 0.0311726 | val_loss: 0.0311896 | Time: 7343.79 ms [2022-01-04 21:05:28 main:574] : INFO : Epoch 1799 | loss: 0.0311701 | val_loss: 0.0311858 | Time: 7358.61 ms [2022-01-04 21:05:35 main:574] : INFO : Epoch 1800 | loss: 0.0311686 | val_loss: 0.0311851 | Time: 7314.33 ms [2022-01-04 21:05:42 main:574] : INFO : Epoch 1801 | loss: 0.031167 | val_loss: 0.0311858 | Time: 7398.25 ms [2022-01-04 21:05:50 main:574] : INFO : Epoch 1802 | loss: 0.0311669 | val_loss: 0.0311884 | Time: 7328.17 ms [2022-01-04 21:05:57 main:574] : INFO : Epoch 1803 | loss: 0.0311672 | val_loss: 0.0311882 | Time: 7344.43 ms [2022-01-04 21:06:04 main:574] : INFO : Epoch 1804 | loss: 0.0311672 | val_loss: 0.0311864 | Time: 7321.47 ms [2022-01-04 21:06:12 main:574] : INFO : Epoch 1805 | loss: 0.0311654 | val_loss: 0.0311905 | Time: 7333.93 ms [2022-01-04 21:06:19 main:574] : INFO : Epoch 1806 | loss: 0.0311657 | val_loss: 0.031188 | Time: 7318.45 ms [2022-01-04 21:06:26 main:574] : INFO : Epoch 1807 | loss: 0.031165 | val_loss: 0.0311893 | Time: 7335.76 ms [2022-01-04 21:06:34 main:574] : INFO : Epoch 1808 | loss: 0.0311664 | val_loss: 0.0311879 | Time: 7387.37 ms [2022-01-04 21:06:41 main:574] : INFO : Epoch 1809 | loss: 0.0311652 | val_loss: 0.0311925 | Time: 7319.68 ms [2022-01-04 21:06:48 main:574] : INFO : Epoch 1810 | loss: 0.0311647 | val_loss: 0.0311889 | Time: 7322.15 ms [2022-01-04 21:06:56 main:574] : INFO : Epoch 1811 | loss: 0.0311645 | val_loss: 0.0311933 | Time: 7343.24 ms [2022-01-04 21:07:03 main:574] : INFO : Epoch 1812 | loss: 0.0311625 | val_loss: 0.0311899 | Time: 7342.3 ms [2022-01-04 21:07:10 main:574] : INFO : Epoch 1813 | loss: 0.0311621 | val_loss: 0.0311892 | Time: 7380.16 ms [2022-01-04 21:07:18 main:574] : INFO : Epoch 1814 | loss: 0.0311638 | val_loss: 0.0311889 | Time: 7334.37 ms [2022-01-04 21:07:25 main:574] : INFO : Epoch 1815 | loss: 0.0311625 | val_loss: 0.0311871 | Time: 7350.4 ms [2022-01-04 21:07:32 main:574] : INFO : Epoch 1816 | loss: 0.0311616 | val_loss: 0.0311878 | Time: 7313.18 ms [2022-01-04 21:07:40 main:574] : INFO : Epoch 1817 | loss: 0.0311629 | val_loss: 0.0311872 | Time: 7323.86 ms [2022-01-04 21:07:47 main:574] : INFO : Epoch 1818 | loss: 0.0311628 | val_loss: 0.0311865 | Time: 7314.21 ms [2022-01-04 21:07:54 main:574] : INFO : Epoch 1819 | loss: 0.0311611 | val_loss: 0.0311895 | Time: 7331.97 ms [2022-01-04 21:08:02 main:574] : INFO : Epoch 1820 | loss: 0.031161 | val_loss: 0.0311925 | Time: 7334.2 ms [2022-01-04 21:08:09 main:574] : INFO : Epoch 1821 | loss: 0.0311598 | val_loss: 0.0311921 | Time: 7361.77 ms [2022-01-04 21:08:17 main:574] : INFO : Epoch 1822 | loss: 0.0311569 | val_loss: 0.0311905 | Time: 7368.2 ms [2022-01-04 21:08:24 main:574] : INFO : Epoch 1823 | loss: 0.0311585 | val_loss: 0.0311912 | Time: 7346.3 ms [2022-01-04 21:08:31 main:574] : INFO : Epoch 1824 | loss: 0.0311597 | val_loss: 0.0311899 | Time: 7348.11 ms [2022-01-04 21:08:39 main:574] : INFO : Epoch 1825 | loss: 0.0311587 | val_loss: 0.0311904 | Time: 7365.35 ms [2022-01-04 21:08:46 main:574] : INFO : Epoch 1826 | loss: 0.0311577 | val_loss: 0.0311863 | Time: 7336.14 ms [2022-01-04 21:08:53 main:574] : INFO : Epoch 1827 | loss: 0.0311612 | val_loss: 0.0311915 | Time: 7308.03 ms [2022-01-04 21:09:01 main:574] : INFO : Epoch 1828 | loss: 0.0312259 | val_loss: 0.0312899 | Time: 7363.52 ms [2022-01-04 21:09:08 main:574] : INFO : Epoch 1829 | loss: 0.0324803 | val_loss: 0.031943 | Time: 7333.81 ms [2022-01-04 21:09:15 main:574] : INFO : Epoch 1830 | loss: 0.0325494 | val_loss: 0.0318237 | Time: 7328.85 ms [2022-01-04 21:09:23 main:574] : INFO : Epoch 1831 | loss: 0.0315853 | val_loss: 0.0313692 | Time: 7348.44 ms [2022-01-04 21:09:30 main:574] : INFO : Epoch 1832 | loss: 0.0312841 | val_loss: 0.0312676 | Time: 7346.56 ms [2022-01-04 21:09:37 main:574] : INFO : Epoch 1833 | loss: 0.0312588 | val_loss: 0.0312525 | Time: 7332.77 ms [2022-01-04 21:09:45 main:574] : INFO : Epoch 1834 | loss: 0.0312522 | val_loss: 0.031252 | Time: 7317.34 ms [2022-01-04 21:09:52 main:574] : INFO : Epoch 1835 | loss: 0.0312518 | val_loss: 0.0312502 | Time: 7315.75 ms [2022-01-04 21:09:59 main:574] : INFO : Epoch 1836 | loss: 0.0312505 | val_loss: 0.0312511 | Time: 7341.87 ms [2022-01-04 21:10:07 main:574] : INFO : Epoch 1837 | loss: 0.0312508 | val_loss: 0.0312514 | Time: 7354.65 ms [2022-01-04 21:10:14 main:574] : INFO : Epoch 1838 | loss: 0.0312507 | val_loss: 0.0312499 | Time: 7339.71 ms [2022-01-04 21:10:21 main:574] : INFO : Epoch 1839 | loss: 0.0312503 | val_loss: 0.0312497 | Time: 7376.13 ms [2022-01-04 21:10:29 main:574] : INFO : Epoch 1840 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 7351.31 ms [2022-01-04 21:10:36 main:574] : INFO : Epoch 1841 | loss: 0.03125 | val_loss: 0.0312495 | Time: 7346.18 ms [2022-01-04 21:10:43 main:574] : INFO : Epoch 1842 | loss: 0.0312498 | val_loss: 0.0312497 | Time: 7322.65 ms [2022-01-04 21:10:51 main:574] : INFO : Epoch 1843 | loss: 0.0312498 | val_loss: 0.0312497 | Time: 7344.99 ms [2022-01-04 21:10:58 main:574] : INFO : Epoch 1844 | loss: 0.03125 | val_loss: 0.0312496 | Time: 7317.44 ms [2022-01-04 21:11:06 main:574] : INFO : Epoch 1845 | loss: 0.0312499 | val_loss: 0.0312494 | Time: 7461.04 ms [2022-01-04 21:11:13 main:574] : INFO : Epoch 1846 | loss: 0.0312499 | val_loss: 0.0312495 | Time: 7323.11 ms [2022-01-04 21:11:20 main:574] : INFO : Epoch 1847 | loss: 0.0312496 | val_loss: 0.0312494 | Time: 7389.02 ms [2022-01-04 21:11:28 main:574] : INFO : Epoch 1848 | loss: 0.0312498 | val_loss: 0.0312494 | Time: 7306.69 ms [2022-01-04 21:11:35 main:574] : INFO : Epoch 1849 | loss: 0.0312498 | val_loss: 0.0312492 | Time: 7307.6 ms [2022-01-04 21:11:42 main:574] : INFO : Epoch 1850 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 7365.91 ms [2022-01-04 21:11:50 main:574] : INFO : Epoch 1851 | loss: 0.0312501 | val_loss: 0.0312494 | Time: 7341.14 ms [2022-01-04 21:11:57 main:574] : INFO : Epoch 1852 | loss: 0.0312501 | val_loss: 0.0312496 | Time: 7335.92 ms [2022-01-04 21:12:04 main:574] : INFO : Epoch 1853 | loss: 0.0312499 | val_loss: 0.0312493 | Time: 7357.56 ms [2022-01-04 21:12:12 main:574] : INFO : Epoch 1854 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 7312.27 ms [2022-01-04 21:12:19 main:574] : INFO : Epoch 1855 | loss: 0.03125 | val_loss: 0.0312495 | Time: 7333.29 ms [2022-01-04 21:12:26 main:574] : INFO : Epoch 1856 | loss: 0.0312496 | val_loss: 0.031249 | Time: 7326.27 ms [2022-01-04 21:12:34 main:574] : INFO : Epoch 1857 | loss: 0.0312496 | val_loss: 0.0312493 | Time: 7340.74 ms [2022-01-04 21:12:41 main:574] : INFO : Epoch 1858 | loss: 0.0312494 | val_loss: 0.0312489 | Time: 7323.83 ms [2022-01-04 21:12:48 main:574] : INFO : Epoch 1859 | loss: 0.0312496 | val_loss: 0.0312489 | Time: 7302.77 ms [2022-01-04 21:12:56 main:574] : INFO : Epoch 1860 | loss: 0.0312493 | val_loss: 0.0312487 | Time: 7309.04 ms [2022-01-04 21:13:03 main:574] : INFO : Epoch 1861 | loss: 0.0312492 | val_loss: 0.0312486 | Time: 7378.99 ms [2022-01-04 21:13:11 main:574] : INFO : Epoch 1862 | loss: 0.0312496 | val_loss: 0.0312494 | Time: 7622.3 ms [2022-01-04 21:13:18 main:574] : INFO : Epoch 1863 | loss: 0.0312495 | val_loss: 0.0312489 | Time: 7316.11 ms [2022-01-04 21:13:35 main:574] : INFO : Epoch 1864 | loss: 0.0312494 | val_loss: 0.0312487 | Time: 17437.1 ms [2022-01-04 21:13:43 main:574] : INFO : Epoch 1865 | loss: 0.0312492 | val_loss: 0.0312485 | Time: 7852.4 ms [2022-01-04 21:13:51 main:574] : INFO : Epoch 1866 | loss: 0.0312491 | val_loss: 0.0312485 | Time: 7195.14 ms [2022-01-04 21:13:58 main:574] : INFO : Epoch 1867 | loss: 0.0312492 | val_loss: 0.0312485 | Time: 7063.75 ms [2022-01-04 21:14:05 main:574] : INFO : Epoch 1868 | loss: 0.031249 | val_loss: 0.0312488 | Time: 7196.11 ms [2022-01-04 21:14:12 main:574] : INFO : Epoch 1869 | loss: 0.0312493 | val_loss: 0.0312485 | Time: 7110.36 ms [2022-01-04 21:14:20 main:574] : INFO : Epoch 1870 | loss: 0.0312494 | val_loss: 0.0312488 | Time: 7668.1 ms [2022-01-04 21:14:27 main:574] : INFO : Epoch 1871 | loss: 0.0312492 | val_loss: 0.0312486 | Time: 7471.12 ms [2022-01-04 21:14:34 main:574] : INFO : Epoch 1872 | loss: 0.0312487 | val_loss: 0.0312481 | Time: 7360.94 ms [2022-01-04 21:14:42 main:574] : INFO : Epoch 1873 | loss: 0.0312485 | val_loss: 0.031248 | Time: 7225.55 ms [2022-01-04 21:14:50 main:574] : INFO : Epoch 1874 | loss: 0.0312486 | val_loss: 0.031248 | Time: 8350.82 ms [2022-01-04 21:14:58 main:574] : INFO : Epoch 1875 | loss: 0.0312484 | val_loss: 0.0312483 | Time: 7491.81 ms [2022-01-04 21:15:05 main:574] : INFO : Epoch 1876 | loss: 0.0312483 | val_loss: 0.0312479 | Time: 7344.25 ms [2022-01-04 21:15:12 main:574] : INFO : Epoch 1877 | loss: 0.031248 | val_loss: 0.0312477 | Time: 7407.87 ms [2022-01-04 21:15:20 main:574] : INFO : Epoch 1878 | loss: 0.0312486 | val_loss: 0.031248 | Time: 7222.56 ms [2022-01-04 21:15:27 main:574] : INFO : Epoch 1879 | loss: 0.0312483 | val_loss: 0.0312478 | Time: 7339.98 ms [2022-01-04 21:15:35 main:574] : INFO : Epoch 1880 | loss: 0.0312477 | val_loss: 0.0312476 | Time: 7753.7 ms [2022-01-04 21:15:42 main:574] : INFO : Epoch 1881 | loss: 0.0312475 | val_loss: 0.0312471 | Time: 7248.95 ms [2022-01-04 21:15:49 main:574] : INFO : Epoch 1882 | loss: 0.0312472 | val_loss: 0.031247 | Time: 7293.26 ms [2022-01-04 21:15:57 main:574] : INFO : Epoch 1883 | loss: 0.0312475 | val_loss: 0.0312514 | Time: 7308.86 ms [2022-01-04 21:16:04 main:574] : INFO : Epoch 1884 | loss: 0.0312497 | val_loss: 0.0312481 | Time: 7220.17 ms [2022-01-04 21:16:11 main:574] : INFO : Epoch 1885 | loss: 0.031249 | val_loss: 0.0312465 | Time: 7215.36 ms [2022-01-04 21:16:18 main:574] : INFO : Epoch 1886 | loss: 0.0312466 | val_loss: 0.0312467 | Time: 7218.39 ms [2022-01-04 21:16:25 main:574] : INFO : Epoch 1887 | loss: 0.0312465 | val_loss: 0.0312494 | Time: 7221.22 ms [2022-01-04 21:16:33 main:574] : INFO : Epoch 1888 | loss: 0.0312464 | val_loss: 0.0312461 | Time: 7248.93 ms [2022-01-04 21:16:40 main:574] : INFO : Epoch 1889 | loss: 0.0312476 | val_loss: 0.0312457 | Time: 7217.54 ms [2022-01-04 21:16:47 main:574] : INFO : Epoch 1890 | loss: 0.0312456 | val_loss: 0.0312453 | Time: 7230.29 ms [2022-01-04 21:16:54 main:574] : INFO : Epoch 1891 | loss: 0.0312464 | val_loss: 0.0312449 | Time: 7254.7 ms [2022-01-04 21:17:02 main:574] : INFO : Epoch 1892 | loss: 0.0312465 | val_loss: 0.0312445 | Time: 7229.46 ms [2022-01-04 21:17:09 main:574] : INFO : Epoch 1893 | loss: 0.0312455 | val_loss: 0.0312447 | Time: 7312.68 ms [2022-01-04 21:17:16 main:574] : INFO : Epoch 1894 | loss: 0.0312456 | val_loss: 0.0312442 | Time: 7495.11 ms [2022-01-04 21:17:24 main:574] : INFO : Epoch 1895 | loss: 0.0312483 | val_loss: 0.0312524 | Time: 7235.92 ms [2022-01-04 21:17:31 main:574] : INFO : Epoch 1896 | loss: 0.0312502 | val_loss: 0.0312441 | Time: 7259.98 ms [2022-01-04 21:17:38 main:574] : INFO : Epoch 1897 | loss: 0.0312443 | val_loss: 0.031244 | Time: 7232.5 ms [2022-01-04 21:17:45 main:574] : INFO : Epoch 1898 | loss: 0.0312435 | val_loss: 0.0312431 | Time: 7218.7 ms [2022-01-04 21:17:53 main:574] : INFO : Epoch 1899 | loss: 0.0312426 | val_loss: 0.0312426 | Time: 7235.6 ms [2022-01-04 21:18:00 main:574] : INFO : Epoch 1900 | loss: 0.0312425 | val_loss: 0.031244 | Time: 7295.4 ms [2022-01-04 21:18:09 main:574] : INFO : Epoch 1901 | loss: 0.031243 | val_loss: 0.0312449 | Time: 8853.77 ms [2022-01-04 21:18:28 main:574] : INFO : Epoch 1902 | loss: 0.0312464 | val_loss: 0.0312465 | Time: 19615.3 ms [2022-01-04 21:18:36 main:574] : INFO : Epoch 1903 | loss: 0.0312441 | val_loss: 0.0312472 | Time: 7039.67 ms [2022-01-04 21:18:43 main:574] : INFO : Epoch 1904 | loss: 0.0312455 | val_loss: 0.0312607 | Time: 7134.75 ms [2022-01-04 21:18:50 main:574] : INFO : Epoch 1905 | loss: 0.0312468 | val_loss: 0.031242 | Time: 7216.5 ms [2022-01-04 21:18:57 main:574] : INFO : Epoch 1906 | loss: 0.0312469 | val_loss: 0.0312445 | Time: 7210.86 ms [2022-01-04 21:19:04 main:574] : INFO : Epoch 1907 | loss: 0.0312424 | val_loss: 0.0312414 | Time: 7236.53 ms [2022-01-04 21:19:12 main:574] : INFO : Epoch 1908 | loss: 0.0312404 | val_loss: 0.0312413 | Time: 7220.04 ms [2022-01-04 21:19:19 main:574] : INFO : Epoch 1909 | loss: 0.0312401 | val_loss: 0.0312418 | Time: 7275.44 ms [2022-01-04 21:19:26 main:574] : INFO : Epoch 1910 | loss: 0.0312412 | val_loss: 0.03124 | Time: 7343.33 ms [2022-01-04 21:19:34 main:574] : INFO : Epoch 1911 | loss: 0.0312396 | val_loss: 0.0312412 | Time: 7430.85 ms [2022-01-04 21:19:41 main:574] : INFO : Epoch 1912 | loss: 0.031239 | val_loss: 0.0312401 | Time: 7364.93 ms [2022-01-04 21:19:48 main:574] : INFO : Epoch 1913 | loss: 0.031238 | val_loss: 0.0312384 | Time: 7355.57 ms [2022-01-04 21:19:56 main:574] : INFO : Epoch 1914 | loss: 0.0312397 | val_loss: 0.03124 | Time: 7357.19 ms [2022-01-04 21:20:03 main:574] : INFO : Epoch 1915 | loss: 0.0312399 | val_loss: 0.0312382 | Time: 7353.1 ms [2022-01-04 21:20:10 main:574] : INFO : Epoch 1916 | loss: 0.0312376 | val_loss: 0.0312381 | Time: 7327.19 ms [2022-01-04 21:20:18 main:574] : INFO : Epoch 1917 | loss: 0.0312411 | val_loss: 0.0312383 | Time: 7407.82 ms [2022-01-04 21:20:25 main:574] : INFO : Epoch 1918 | loss: 0.0312403 | val_loss: 0.0312401 | Time: 7445.91 ms [2022-01-04 21:20:33 main:574] : INFO : Epoch 1919 | loss: 0.0312377 | val_loss: 0.031238 | Time: 7366.62 ms [2022-01-04 21:20:40 main:574] : INFO : Epoch 1920 | loss: 0.0312359 | val_loss: 0.0312383 | Time: 7412.24 ms [2022-01-04 21:20:48 main:574] : INFO : Epoch 1921 | loss: 0.0312367 | val_loss: 0.0312392 | Time: 7472.56 ms [2022-01-04 21:20:55 main:574] : INFO : Epoch 1922 | loss: 0.0312366 | val_loss: 0.0312368 | Time: 7395.25 ms [2022-01-04 21:21:02 main:574] : INFO : Epoch 1923 | loss: 0.0312357 | val_loss: 0.0312378 | Time: 7419.04 ms [2022-01-04 21:21:10 main:574] : INFO : Epoch 1924 | loss: 0.031235 | val_loss: 0.031238 | Time: 7399.47 ms [2022-01-04 21:21:17 main:574] : INFO : Epoch 1925 | loss: 0.0312353 | val_loss: 0.0312373 | Time: 7431.92 ms [2022-01-04 21:21:25 main:574] : INFO : Epoch 1926 | loss: 0.0312375 | val_loss: 0.0312396 | Time: 7387.72 ms [2022-01-04 21:21:32 main:574] : INFO : Epoch 1927 | loss: 0.031241 | val_loss: 0.0312369 | Time: 7418.37 ms [2022-01-04 21:21:39 main:574] : INFO : Epoch 1928 | loss: 0.0312372 | val_loss: 0.0312368 | Time: 7415.47 ms [2022-01-04 21:21:47 main:574] : INFO : Epoch 1929 | loss: 0.031235 | val_loss: 0.0312386 | Time: 7416.24 ms [2022-01-04 21:21:54 main:574] : INFO : Epoch 1930 | loss: 0.0312425 | val_loss: 0.0312476 | Time: 7377.12 ms [2022-01-04 21:22:02 main:574] : INFO : Epoch 1931 | loss: 0.0312396 | val_loss: 0.0312459 | Time: 7404.45 ms [2022-01-04 21:22:09 main:574] : INFO : Epoch 1932 | loss: 0.0312352 | val_loss: 0.0312347 | Time: 7416.19 ms [2022-01-04 21:22:17 main:574] : INFO : Epoch 1933 | loss: 0.0312314 | val_loss: 0.0312392 | Time: 7458.8 ms [2022-01-04 21:22:24 main:574] : INFO : Epoch 1934 | loss: 0.0312364 | val_loss: 0.0312364 | Time: 7394.88 ms [2022-01-04 21:22:32 main:574] : INFO : Epoch 1935 | loss: 0.0312347 | val_loss: 0.0312404 | Time: 7472.48 ms [2022-01-04 21:22:39 main:574] : INFO : Epoch 1936 | loss: 0.0312332 | val_loss: 0.0312332 | Time: 7372.68 ms [2022-01-04 21:22:46 main:574] : INFO : Epoch 1937 | loss: 0.0312387 | val_loss: 0.0312374 | Time: 7387.3 ms [2022-01-04 21:22:54 main:574] : INFO : Epoch 1938 | loss: 0.0312294 | val_loss: 0.0312309 | Time: 7443.14 ms [2022-01-04 21:23:01 main:574] : INFO : Epoch 1939 | loss: 0.0312271 | val_loss: 0.0312309 | Time: 7397.25 ms [2022-01-04 21:23:09 main:574] : INFO : Epoch 1940 | loss: 0.0312287 | val_loss: 0.0312285 | Time: 7443.49 ms [2022-01-04 21:23:17 main:574] : INFO : Epoch 1941 | loss: 0.0312322 | val_loss: 0.0312363 | Time: 8141.7 ms [2022-01-04 21:23:24 main:574] : INFO : Epoch 1942 | loss: 0.0312298 | val_loss: 0.0312311 | Time: 7509.54 ms [2022-01-04 21:23:32 main:574] : INFO : Epoch 1943 | loss: 0.0312326 | val_loss: 0.0312306 | Time: 7336.11 ms [2022-01-04 21:23:39 main:574] : INFO : Epoch 1944 | loss: 0.0312294 | val_loss: 0.0312272 | Time: 7361.2 ms [2022-01-04 21:23:46 main:574] : INFO : Epoch 1945 | loss: 0.0312266 | val_loss: 0.0312333 | Time: 7416.63 ms [2022-01-04 21:24:04 main:574] : INFO : Epoch 1946 | loss: 0.0312296 | val_loss: 0.0312489 | Time: 17127 ms [2022-01-04 21:24:11 main:574] : INFO : Epoch 1947 | loss: 0.0312346 | val_loss: 0.0312325 | Time: 7005.64 ms [2022-01-04 21:24:18 main:574] : INFO : Epoch 1948 | loss: 0.0312291 | val_loss: 0.0312302 | Time: 7086.88 ms [2022-01-04 21:24:25 main:574] : INFO : Epoch 1949 | loss: 0.0312253 | val_loss: 0.0312288 | Time: 7196.22 ms [2022-01-04 21:24:32 main:574] : INFO : Epoch 1950 | loss: 0.0312249 | val_loss: 0.0312255 | Time: 7253.09 ms [2022-01-04 21:24:39 main:574] : INFO : Epoch 1951 | loss: 0.0312255 | val_loss: 0.0312387 | Time: 7250.38 ms [2022-01-04 21:24:47 main:574] : INFO : Epoch 1952 | loss: 0.031229 | val_loss: 0.0312274 | Time: 7272.39 ms [2022-01-04 21:24:54 main:574] : INFO : Epoch 1953 | loss: 0.0312229 | val_loss: 0.0312238 | Time: 7246.35 ms [2022-01-04 21:25:01 main:574] : INFO : Epoch 1954 | loss: 0.0312233 | val_loss: 0.0312278 | Time: 7254.01 ms [2022-01-04 21:25:09 main:574] : INFO : Epoch 1955 | loss: 0.0312226 | val_loss: 0.0312305 | Time: 7811.19 ms [2022-01-04 21:25:17 main:574] : INFO : Epoch 1956 | loss: 0.0312278 | val_loss: 0.0312239 | Time: 7736.5 ms [2022-01-04 21:25:25 main:574] : INFO : Epoch 1957 | loss: 0.0312221 | val_loss: 0.0312241 | Time: 8094.31 ms [2022-01-04 21:25:32 main:574] : INFO : Epoch 1958 | loss: 0.0312214 | val_loss: 0.0312224 | Time: 7471.42 ms [2022-01-04 21:25:40 main:574] : INFO : Epoch 1959 | loss: 0.0312209 | val_loss: 0.0312224 | Time: 7221.21 ms [2022-01-04 21:25:47 main:574] : INFO : Epoch 1960 | loss: 0.0312203 | val_loss: 0.0312251 | Time: 7504.13 ms [2022-01-04 21:25:54 main:574] : INFO : Epoch 1961 | loss: 0.0312216 | val_loss: 0.0312241 | Time: 7288.14 ms [2022-01-04 21:26:02 main:574] : INFO : Epoch 1962 | loss: 0.0312245 | val_loss: 0.0312247 | Time: 7362.04 ms [2022-01-04 21:26:19 main:574] : INFO : Epoch 1963 | loss: 0.0312218 | val_loss: 0.0312226 | Time: 17525.6 ms [2022-01-04 21:26:26 main:574] : INFO : Epoch 1964 | loss: 0.031219 | val_loss: 0.0312217 | Time: 6977.29 ms [2022-01-04 21:26:33 main:574] : INFO : Epoch 1965 | loss: 0.0312229 | val_loss: 0.0312304 | Time: 7053.93 ms [2022-01-04 21:26:40 main:574] : INFO : Epoch 1966 | loss: 0.0312193 | val_loss: 0.0312222 | Time: 7190.79 ms [2022-01-04 21:26:48 main:574] : INFO : Epoch 1967 | loss: 0.0312189 | val_loss: 0.0312214 | Time: 7210.9 ms [2022-01-04 21:26:55 main:574] : INFO : Epoch 1968 | loss: 0.0312177 | val_loss: 0.031221 | Time: 7221.99 ms [2022-01-04 21:27:02 main:574] : INFO : Epoch 1969 | loss: 0.0312186 | val_loss: 0.0312209 | Time: 7201.49 ms [2022-01-04 21:27:09 main:574] : INFO : Epoch 1970 | loss: 0.0312212 | val_loss: 0.0312243 | Time: 7188.24 ms [2022-01-04 21:27:17 main:574] : INFO : Epoch 1971 | loss: 0.0312207 | val_loss: 0.0312259 | Time: 7226.94 ms [2022-01-04 21:27:24 main:574] : INFO : Epoch 1972 | loss: 0.0312211 | val_loss: 0.0312213 | Time: 7237.31 ms [2022-01-04 21:27:31 main:574] : INFO : Epoch 1973 | loss: 0.0312199 | val_loss: 0.0312285 | Time: 7316.5 ms [2022-01-04 21:27:38 main:574] : INFO : Epoch 1974 | loss: 0.0312184 | val_loss: 0.0312306 | Time: 7357.12 ms [2022-01-04 21:27:46 main:574] : INFO : Epoch 1975 | loss: 0.0312263 | val_loss: 0.0312261 | Time: 7326.54 ms [2022-01-04 21:27:53 main:574] : INFO : Epoch 1976 | loss: 0.0312189 | val_loss: 0.0312217 | Time: 7335.83 ms [2022-01-04 21:28:01 main:574] : INFO : Epoch 1977 | loss: 0.0312155 | val_loss: 0.0312206 | Time: 7352.7 ms [2022-01-04 21:28:08 main:574] : INFO : Epoch 1978 | loss: 0.031222 | val_loss: 0.0312513 | Time: 7314.83 ms [2022-01-04 21:28:15 main:574] : INFO : Epoch 1979 | loss: 0.0312296 | val_loss: 0.0312285 | Time: 7333.42 ms [2022-01-04 21:28:23 main:574] : INFO : Epoch 1980 | loss: 0.0312197 | val_loss: 0.0312224 | Time: 7332.66 ms [2022-01-04 21:28:30 main:574] : INFO : Epoch 1981 | loss: 0.0312193 | val_loss: 0.0312225 | Time: 7318.89 ms [2022-01-04 21:28:37 main:574] : INFO : Epoch 1982 | loss: 0.0312172 | val_loss: 0.0312242 | Time: 7345.72 ms [2022-01-04 21:28:45 main:574] : INFO : Epoch 1983 | loss: 0.0312174 | val_loss: 0.0312214 | Time: 7327.65 ms [2022-01-04 21:28:52 main:574] : INFO : Epoch 1984 | loss: 0.0312206 | val_loss: 0.0312281 | Time: 7340.66 ms [2022-01-04 21:28:59 main:574] : INFO : Epoch 1985 | loss: 0.0312186 | val_loss: 0.0312204 | Time: 7324.15 ms [2022-01-04 21:29:07 main:574] : INFO : Epoch 1986 | loss: 0.0312184 | val_loss: 0.0312254 | Time: 7344.97 ms [2022-01-04 21:29:14 main:574] : INFO : Epoch 1987 | loss: 0.0312171 | val_loss: 0.0312226 | Time: 7330.63 ms [2022-01-04 21:29:21 main:574] : INFO : Epoch 1988 | loss: 0.0312152 | val_loss: 0.0312217 | Time: 7325.46 ms [2022-01-04 21:29:29 main:574] : INFO : Epoch 1989 | loss: 0.0312161 | val_loss: 0.0312203 | Time: 7335.65 ms [2022-01-04 21:29:36 main:574] : INFO : Epoch 1990 | loss: 0.031213 | val_loss: 0.0312279 | Time: 7324.08 ms [2022-01-04 21:29:43 main:574] : INFO : Epoch 1991 | loss: 0.0312172 | val_loss: 0.0312194 | Time: 7351.09 ms [2022-01-04 21:29:51 main:574] : INFO : Epoch 1992 | loss: 0.0312187 | val_loss: 0.0312228 | Time: 7357.48 ms [2022-01-04 21:29:58 main:574] : INFO : Epoch 1993 | loss: 0.0312132 | val_loss: 0.0312286 | Time: 7321.17 ms [2022-01-04 21:30:05 main:574] : INFO : Epoch 1994 | loss: 0.0312161 | val_loss: 0.0312199 | Time: 7394.72 ms [2022-01-04 21:30:13 main:574] : INFO : Epoch 1995 | loss: 0.0312128 | val_loss: 0.0312294 | Time: 7384.54 ms [2022-01-04 21:30:20 main:574] : INFO : Epoch 1996 | loss: 0.0312171 | val_loss: 0.0312246 | Time: 7367.13 ms [2022-01-04 21:30:27 main:574] : INFO : Epoch 1997 | loss: 0.0312127 | val_loss: 0.031225 | Time: 7339.18 ms [2022-01-04 21:30:35 main:574] : INFO : Epoch 1998 | loss: 0.0312109 | val_loss: 0.0312206 | Time: 7296.79 ms [2022-01-04 21:30:42 main:574] : INFO : Epoch 1999 | loss: 0.0312103 | val_loss: 0.0312218 | Time: 7345.07 ms [2022-01-04 21:30:49 main:574] : INFO : Epoch 2000 | loss: 0.0312144 | val_loss: 0.0312212 | Time: 7355.84 ms [2022-01-04 21:30:57 main:574] : INFO : Epoch 2001 | loss: 0.0312133 | val_loss: 0.0312223 | Time: 7323.24 ms [2022-01-04 21:31:04 main:574] : INFO : Epoch 2002 | loss: 0.0312109 | val_loss: 0.0312195 | Time: 7316.69 ms [2022-01-04 21:31:11 main:574] : INFO : Epoch 2003 | loss: 0.0312092 | val_loss: 0.0312229 | Time: 7331.64 ms [2022-01-04 21:31:19 main:574] : INFO : Epoch 2004 | loss: 0.0312094 | val_loss: 0.0312192 | Time: 7304.14 ms [2022-01-04 21:31:26 main:574] : INFO : Epoch 2005 | loss: 0.0312101 | val_loss: 0.0312214 | Time: 7322.44 ms [2022-01-04 21:31:34 main:574] : INFO : Epoch 2006 | loss: 0.0312126 | val_loss: 0.0312279 | Time: 7486.01 ms [2022-01-04 21:31:41 main:574] : INFO : Epoch 2007 | loss: 0.0312114 | val_loss: 0.0312218 | Time: 7330.36 ms [2022-01-04 21:31:49 main:574] : INFO : Epoch 2008 | loss: 0.0312107 | val_loss: 0.0312221 | Time: 7545.94 ms [2022-01-04 21:31:56 main:574] : INFO : Epoch 2009 | loss: 0.0312087 | val_loss: 0.0312199 | Time: 7657.86 ms [2022-01-04 21:32:04 main:574] : INFO : Epoch 2010 | loss: 0.0312087 | val_loss: 0.0312253 | Time: 7606.22 ms [2022-01-04 21:32:11 main:574] : INFO : Epoch 2011 | loss: 0.031211 | val_loss: 0.0312205 | Time: 7624.67 ms [2022-01-04 21:32:19 main:574] : INFO : Epoch 2012 | loss: 0.0312099 | val_loss: 0.03122 | Time: 7400.28 ms [2022-01-04 21:32:26 main:574] : INFO : Epoch 2013 | loss: 0.0312082 | val_loss: 0.0312218 | Time: 7438.59 ms [2022-01-04 21:32:34 main:574] : INFO : Epoch 2014 | loss: 0.0312094 | val_loss: 0.031222 | Time: 7325.63 ms [2022-01-04 21:32:41 main:574] : INFO : Epoch 2015 | loss: 0.0312075 | val_loss: 0.0312226 | Time: 7347.9 ms [2022-01-04 21:32:48 main:574] : INFO : Epoch 2016 | loss: 0.0312073 | val_loss: 0.0312203 | Time: 7332.22 ms [2022-01-04 21:32:56 main:574] : INFO : Epoch 2017 | loss: 0.0312076 | val_loss: 0.0312227 | Time: 7313.13 ms [2022-01-04 21:33:03 main:574] : INFO : Epoch 2018 | loss: 0.0312133 | val_loss: 0.0312223 | Time: 7347.63 ms [2022-01-04 21:33:10 main:574] : INFO : Epoch 2019 | loss: 0.031208 | val_loss: 0.0312215 | Time: 7358.22 ms [2022-01-04 21:33:18 main:574] : INFO : Epoch 2020 | loss: 0.0312095 | val_loss: 0.0312256 | Time: 7335.79 ms [2022-01-04 21:33:25 main:574] : INFO : Epoch 2021 | loss: 0.0312106 | val_loss: 0.0312221 | Time: 7312.53 ms [2022-01-04 21:33:32 main:574] : INFO : Epoch 2022 | loss: 0.0312107 | val_loss: 0.0312212 | Time: 7317.66 ms [2022-01-04 21:33:40 main:574] : INFO : Epoch 2023 | loss: 0.0312112 | val_loss: 0.031221 | Time: 7332.42 ms [2022-01-04 21:33:47 main:574] : INFO : Epoch 2024 | loss: 0.0312085 | val_loss: 0.0312273 | Time: 7380.85 ms [2022-01-04 21:33:54 main:574] : INFO : Epoch 2025 | loss: 0.0312067 | val_loss: 0.0312253 | Time: 7352.3 ms [2022-01-04 21:34:02 main:574] : INFO : Epoch 2026 | loss: 0.031206 | val_loss: 0.0312228 | Time: 7351.95 ms [2022-01-04 21:34:09 main:574] : INFO : Epoch 2027 | loss: 0.0312069 | val_loss: 0.0312213 | Time: 7317.19 ms [2022-01-04 21:34:16 main:574] : INFO : Epoch 2028 | loss: 0.031204 | val_loss: 0.0312259 | Time: 7346.21 ms [2022-01-04 21:34:24 main:574] : INFO : Epoch 2029 | loss: 0.0312063 | val_loss: 0.0312235 | Time: 7363.36 ms [2022-01-04 21:34:31 main:574] : INFO : Epoch 2030 | loss: 0.0312064 | val_loss: 0.0312348 | Time: 7307.66 ms [2022-01-04 21:34:39 main:574] : INFO : Epoch 2031 | loss: 0.031216 | val_loss: 0.0312236 | Time: 7366.79 ms [2022-01-04 21:34:46 main:574] : INFO : Epoch 2032 | loss: 0.0312076 | val_loss: 0.0312224 | Time: 7348.55 ms [2022-01-04 21:34:53 main:574] : INFO : Epoch 2033 | loss: 0.0312043 | val_loss: 0.0312229 | Time: 7376.88 ms [2022-01-04 21:35:01 main:574] : INFO : Epoch 2034 | loss: 0.0312042 | val_loss: 0.0312239 | Time: 7432.88 ms [2022-01-04 21:35:08 main:574] : INFO : Epoch 2035 | loss: 0.0312078 | val_loss: 0.0312221 | Time: 7355.05 ms [2022-01-04 21:35:15 main:574] : INFO : Epoch 2036 | loss: 0.0312064 | val_loss: 0.0312222 | Time: 7309.87 ms [2022-01-04 21:35:23 main:574] : INFO : Epoch 2037 | loss: 0.0312052 | val_loss: 0.0312247 | Time: 7313.21 ms [2022-01-04 21:35:30 main:574] : INFO : Epoch 2038 | loss: 0.0312045 | val_loss: 0.0312203 | Time: 7315.89 ms [2022-01-04 21:35:37 main:574] : INFO : Epoch 2039 | loss: 0.0312063 | val_loss: 0.0312224 | Time: 7323.64 ms [2022-01-04 21:35:45 main:574] : INFO : Epoch 2040 | loss: 0.0312078 | val_loss: 0.031222 | Time: 7329.06 ms [2022-01-04 21:35:52 main:574] : INFO : Epoch 2041 | loss: 0.0312067 | val_loss: 0.0312213 | Time: 7335.16 ms [2022-01-04 21:35:59 main:574] : INFO : Epoch 2042 | loss: 0.0312032 | val_loss: 0.031222 | Time: 7331.25 ms [2022-01-04 21:36:07 main:574] : INFO : Epoch 2043 | loss: 0.0312043 | val_loss: 0.0312236 | Time: 7321.38 ms [2022-01-04 21:36:14 main:574] : INFO : Epoch 2044 | loss: 0.0312078 | val_loss: 0.0312234 | Time: 7328.88 ms [2022-01-04 21:36:21 main:574] : INFO : Epoch 2045 | loss: 0.0312037 | val_loss: 0.0312211 | Time: 7298.51 ms [2022-01-04 21:36:29 main:574] : INFO : Epoch 2046 | loss: 0.03121 | val_loss: 0.0312321 | Time: 7362.83 ms [2022-01-04 21:36:36 main:574] : INFO : Epoch 2047 | loss: 0.0312061 | val_loss: 0.031223 | Time: 7318.4 ms [2022-01-04 21:36:43 main:574] : INFO : Epoch 2048 | loss: 0.0312046 | val_loss: 0.0312199 | Time: 7291.54 ms [2022-01-04 21:36:43 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312199 [2022-01-04 21:36:43 main:603] : INFO : Saving end state to config to file [2022-01-04 21:36:43 main:608] : INFO : Success, exiting.. 21:36:43 (11108): 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)