Task 13399868
| Name | ParityModified-1645992502-31970-2-0_1 |
| Workunit | 9984464 |
| Created | 19 Mar 2022, 1:40:53 UTC |
| Sent | 19 Mar 2022, 2:37:26 UTC |
| Report deadline | 27 Mar 2022, 2:37:26 UTC |
| Received | 26 Mar 2022, 6:53:04 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13874 |
| Run time | 5 hours 31 min 6 sec |
| CPU time | 5 hours 17 min 53 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,492.04 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.60 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: 0.0311825 | val_loss: 0.0311869 | Time: 10958 ms [2022-03-26 00:38:13 main:574] : INFO : Epoch 1543 | loss: 0.0311834 | val_loss: 0.0311867 | Time: 11193.4 ms [2022-03-26 00:38:24 main:574] : INFO : Epoch 1544 | loss: 0.0311829 | val_loss: 0.0311843 | Time: 10594.7 ms [2022-03-26 00:38:34 main:574] : INFO : Epoch 1545 | loss: 0.0311826 | val_loss: 0.0311853 | Time: 10823.2 ms [2022-03-26 00:38:45 main:574] : INFO : Epoch 1546 | loss: 0.0311834 | val_loss: 0.0311857 | Time: 10629.8 ms [2022-03-26 00:38:56 main:574] : INFO : Epoch 1547 | loss: 0.0311835 | val_loss: 0.0311846 | Time: 10693.8 ms [2022-03-26 00:39:07 main:574] : INFO : Epoch 1548 | loss: 0.0311826 | val_loss: 0.0311841 | Time: 11489.9 ms [2022-03-26 00:39:18 main:574] : INFO : Epoch 1549 | loss: 0.0311836 | val_loss: 0.0311845 | Time: 11162.3 ms [2022-03-26 00:39:29 main:574] : INFO : Epoch 1550 | loss: 0.0311824 | val_loss: 0.031186 | Time: 10472.2 ms [2022-03-26 00:39:40 main:574] : INFO : Epoch 1551 | loss: 0.0311827 | val_loss: 0.0311844 | Time: 10783.8 ms [2022-03-26 00:39:51 main:574] : INFO : Epoch 1552 | loss: 0.0311829 | val_loss: 0.0311857 | Time: 10899 ms [2022-03-26 00:40:02 main:574] : INFO : Epoch 1553 | loss: 0.0311837 | val_loss: 0.0311865 | Time: 11016.9 ms [2022-03-26 00:40:13 main:574] : INFO : Epoch 1554 | loss: 0.0311842 | val_loss: 0.0311898 | Time: 10948 ms [2022-03-26 00:40:24 main:574] : INFO : Epoch 1555 | loss: 0.0311894 | val_loss: 0.0311918 | Time: 10897.5 ms [2022-03-26 00:40:35 main:574] : INFO : Epoch 1556 | loss: 0.0311972 | val_loss: 0.0311993 | Time: 11108.9 ms [2022-03-26 00:40:46 main:574] : INFO : Epoch 1557 | loss: 0.0311927 | val_loss: 0.0311909 | Time: 10954.6 ms [2022-03-26 00:40:57 main:574] : INFO : Epoch 1558 | loss: 0.0311879 | val_loss: 0.0311899 | Time: 10905.5 ms [2022-03-26 00:41:08 main:574] : INFO : Epoch 1559 | loss: 0.0311867 | val_loss: 0.0311896 | Time: 11230.3 ms [2022-03-26 00:41:18 main:574] : INFO : Epoch 1560 | loss: 0.0311869 | val_loss: 0.031189 | Time: 9867.67 ms [2022-03-26 00:41:22 main:574] : INFO : Epoch 1561 | loss: 0.0311849 | val_loss: 0.0311892 | Time: 3880.91 ms [2022-03-26 00:41:27 main:574] : INFO : Epoch 1562 | loss: 0.0311846 | val_loss: 0.0311906 | Time: 5216.84 ms [2022-03-26 00:41:32 main:574] : INFO : Epoch 1563 | loss: 0.0311856 | val_loss: 0.0311894 | Time: 5509.83 ms [2022-03-26 00:41:38 main:574] : INFO : Epoch 1564 | loss: 0.0311848 | val_loss: 0.0311907 | Time: 5158.5 ms [2022-03-26 00:41:43 main:574] : INFO : Epoch 1565 | loss: 0.0311858 | val_loss: 0.0311883 | Time: 5220.95 ms [2022-03-26 00:41:48 main:574] : INFO : Epoch 1566 | loss: 0.0311848 | val_loss: 0.0311884 | Time: 5498.46 ms [2022-03-26 00:41:54 main:574] : INFO : Epoch 1567 | loss: 0.0311848 | val_loss: 0.0311901 | Time: 5286.86 ms [2022-03-26 00:41:59 main:574] : INFO : Epoch 1568 | loss: 0.031185 | val_loss: 0.0311876 | Time: 5343.14 ms [2022-03-26 00:42:04 main:574] : INFO : Epoch 1569 | loss: 0.0311852 | val_loss: 0.0311906 | Time: 5528.31 ms [2022-03-26 00:42:10 main:574] : INFO : Epoch 1570 | loss: 0.0311849 | val_loss: 0.0311901 | Time: 5198.42 ms [2022-03-26 00:42:15 main:574] : INFO : Epoch 1571 | loss: 0.0311846 | val_loss: 0.0311892 | Time: 5230.51 ms [2022-03-26 00:42:20 main:574] : INFO : Epoch 1572 | loss: 0.0311834 | val_loss: 0.0311908 | Time: 5148.2 ms [2022-03-26 00:42:26 main:574] : INFO : Epoch 1573 | loss: 0.031187 | val_loss: 0.0311908 | Time: 5704.73 ms [2022-03-26 00:42:32 main:574] : INFO : Epoch 1574 | loss: 0.0311867 | val_loss: 0.0311918 | Time: 5798.91 ms [2022-03-26 00:42:36 main:574] : INFO : Epoch 1575 | loss: 0.0311856 | val_loss: 0.0311893 | Time: 4733.46 ms [2022-03-26 00:42:41 main:574] : INFO : Epoch 1576 | loss: 0.0311852 | val_loss: 0.0311924 | Time: 4436.29 ms [2022-03-26 00:42:45 main:574] : INFO : Epoch 1577 | loss: 0.0311848 | val_loss: 0.0311881 | Time: 4673.52 ms [2022-03-26 00:42:50 main:574] : INFO : Epoch 1578 | loss: 0.0311856 | val_loss: 0.0311872 | Time: 4972.09 ms [2022-03-26 00:42:55 main:574] : INFO : Epoch 1579 | loss: 0.0311867 | val_loss: 0.0311848 | Time: 4486.93 ms [2022-03-26 00:42:59 main:574] : INFO : Epoch 1580 | loss: 0.0311843 | val_loss: 0.0311859 | Time: 4467.19 ms [2022-03-26 00:43:04 main:574] : INFO : Epoch 1581 | loss: 0.0311847 | val_loss: 0.0311839 | Time: 4397.91 ms [2022-03-26 00:43:08 main:574] : INFO : Epoch 1582 | loss: 0.0311828 | val_loss: 0.031184 | Time: 4473.14 ms [2022-03-26 00:43:13 main:574] : INFO : Epoch 1583 | loss: 0.0311833 | val_loss: 0.0311847 | Time: 4398.78 ms [2022-03-26 00:43:17 main:574] : INFO : Epoch 1584 | loss: 0.0311821 | val_loss: 0.0311862 | Time: 4496.48 ms [2022-03-26 00:43:22 main:574] : INFO : Epoch 1585 | loss: 0.0311824 | val_loss: 0.0311927 | Time: 4421.87 ms [2022-03-26 00:43:26 main:574] : INFO : Epoch 1586 | loss: 0.0311874 | val_loss: 0.0311909 | Time: 4467.17 ms [2022-03-26 00:43:31 main:574] : INFO : Epoch 1587 | loss: 0.0311867 | val_loss: 0.0311878 | Time: 4412.82 ms [2022-03-26 00:43:35 main:574] : INFO : Epoch 1588 | loss: 0.0311859 | val_loss: 0.0311899 | Time: 4434.11 ms [2022-03-26 00:43:40 main:574] : INFO : Epoch 1589 | loss: 0.0311873 | val_loss: 0.0311914 | Time: 4831.56 ms [2022-03-26 00:43:44 main:574] : INFO : Epoch 1590 | loss: 0.0311867 | val_loss: 0.0311901 | Time: 4420.92 ms [2022-03-26 00:43:50 main:574] : INFO : Epoch 1591 | loss: 0.0311867 | val_loss: 0.0311893 | Time: 5162.85 ms [2022-03-26 00:43:55 main:574] : INFO : Epoch 1592 | loss: 0.0311895 | val_loss: 0.031191 | Time: 5281.83 ms [2022-03-26 00:44:00 main:574] : INFO : Epoch 1593 | loss: 0.0311892 | val_loss: 0.0311919 | Time: 5058.2 ms [2022-03-26 00:44:05 main:574] : INFO : Epoch 1594 | loss: 0.031188 | val_loss: 0.0311899 | Time: 5392.44 ms [2022-03-26 00:44:11 main:574] : INFO : Epoch 1595 | loss: 0.0311877 | val_loss: 0.0311903 | Time: 5233.53 ms [2022-03-26 00:44:16 main:574] : INFO : Epoch 1596 | loss: 0.0311869 | val_loss: 0.0311891 | Time: 4999.87 ms [2022-03-26 00:44:21 main:574] : INFO : Epoch 1597 | loss: 0.0311868 | val_loss: 0.031194 | Time: 5194.78 ms [2022-03-26 00:44:26 main:574] : INFO : Epoch 1598 | loss: 0.0311885 | val_loss: 0.0311942 | Time: 5233.44 ms [2022-03-26 00:44:31 main:574] : INFO : Epoch 1599 | loss: 0.03119 | val_loss: 0.0311955 | Time: 5058.92 ms [2022-03-26 00:44:36 main:574] : INFO : Epoch 1600 | loss: 0.0311927 | val_loss: 0.0311961 | Time: 5038.72 ms [2022-03-26 00:44:41 main:574] : INFO : Epoch 1601 | loss: 0.0311933 | val_loss: 0.0311957 | Time: 5360.77 ms [2022-03-26 00:44:47 main:574] : INFO : Epoch 1602 | loss: 0.0311927 | val_loss: 0.031195 | Time: 5052.73 ms [2022-03-26 00:44:52 main:574] : INFO : Epoch 1603 | loss: 0.0311953 | val_loss: 0.0311946 | Time: 5494.39 ms [2022-03-26 00:44:57 main:574] : INFO : Epoch 1604 | loss: 0.0311916 | val_loss: 0.031196 | Time: 5172.51 ms [2022-03-26 00:45:03 main:574] : INFO : Epoch 1605 | loss: 0.0311919 | val_loss: 0.0311941 | Time: 5313.73 ms [2022-03-26 00:45:07 main:574] : INFO : Epoch 1606 | loss: 0.0311892 | val_loss: 0.0311961 | Time: 4760.15 ms [2022-03-26 00:45:12 main:574] : INFO : Epoch 1607 | loss: 0.031189 | val_loss: 0.0311943 | Time: 4425.63 ms [2022-03-26 00:45:16 main:574] : INFO : Epoch 1608 | loss: 0.031189 | val_loss: 0.0311978 | Time: 4016.89 ms [2022-03-26 00:45:20 main:574] : INFO : Epoch 1609 | loss: 0.0311898 | val_loss: 0.0311969 | Time: 4281.07 ms [2022-03-26 00:45:25 main:574] : INFO : Epoch 1610 | loss: 0.0311918 | val_loss: 0.0311968 | Time: 4661.51 ms [2022-03-26 00:45:29 main:574] : INFO : Epoch 1611 | loss: 0.0311884 | val_loss: 0.031193 | Time: 4554.49 ms [2022-03-26 00:45:34 main:574] : INFO : Epoch 1612 | loss: 0.0311873 | val_loss: 0.0311957 | Time: 4624.76 ms [2022-03-26 00:45:39 main:574] : INFO : Epoch 1613 | loss: 0.0311875 | val_loss: 0.0311912 | Time: 4723.55 ms [2022-03-26 00:45:43 main:574] : INFO : Epoch 1614 | loss: 0.0311864 | val_loss: 0.0311914 | Time: 4643.49 ms [2022-03-26 00:45:48 main:574] : INFO : Epoch 1615 | loss: 0.0311861 | val_loss: 0.0311918 | Time: 4546.79 ms [2022-03-26 00:45:52 main:574] : INFO : Epoch 1616 | loss: 0.031186 | val_loss: 0.0311917 | Time: 4539.75 ms [2022-03-26 00:45:57 main:574] : INFO : Epoch 1617 | loss: 0.0311868 | val_loss: 0.0311944 | Time: 4515.67 ms [2022-03-26 00:46:02 main:574] : INFO : Epoch 1618 | loss: 0.0311874 | val_loss: 0.0311905 | Time: 4525.54 ms [2022-03-26 00:46:06 main:574] : INFO : Epoch 1619 | loss: 0.0311851 | val_loss: 0.0311912 | Time: 4818.02 ms [2022-03-26 00:46:11 main:574] : INFO : Epoch 1620 | loss: 0.0311867 | val_loss: 0.031191 | Time: 4467.49 ms [2022-03-26 00:46:15 main:574] : INFO : Epoch 1621 | loss: 0.0311869 | val_loss: 0.0311914 | Time: 4445.16 ms [2022-03-26 00:46:20 main:574] : INFO : Epoch 1622 | loss: 0.0311859 | val_loss: 0.0311911 | Time: 4448.53 ms [2022-03-26 00:46:24 main:574] : INFO : Epoch 1623 | loss: 0.0311883 | val_loss: 0.0311912 | Time: 4513.61 ms [2022-03-26 00:46:29 main:574] : INFO : Epoch 1624 | loss: 0.0311875 | val_loss: 0.0311973 | Time: 4458.23 ms [2022-03-26 00:46:33 main:574] : INFO : Epoch 1625 | loss: 0.0311876 | val_loss: 0.0311912 | Time: 4529.79 ms [2022-03-26 00:46:37 main:574] : INFO : Epoch 1626 | loss: 0.0311847 | val_loss: 0.0311905 | Time: 4048.07 ms [2022-03-26 00:46:42 main:574] : INFO : Epoch 1627 | loss: 0.0311836 | val_loss: 0.0311913 | Time: 4597.91 ms [2022-03-26 00:46:46 main:574] : INFO : Epoch 1628 | loss: 0.031184 | val_loss: 0.0311904 | Time: 4486.49 ms [2022-03-26 00:46:51 main:574] : INFO : Epoch 1629 | loss: 0.0311847 | val_loss: 0.0311904 | Time: 4752.67 ms [2022-03-26 00:46:56 main:574] : INFO : Epoch 1630 | loss: 0.0311845 | val_loss: 0.031191 | Time: 4548.93 ms [2022-03-26 00:47:00 main:574] : INFO : Epoch 1631 | loss: 0.0311835 | val_loss: 0.031189 | Time: 4588.74 ms [2022-03-26 00:47:05 main:574] : INFO : Epoch 1632 | loss: 0.0311835 | val_loss: 0.0311948 | Time: 4423.05 ms [2022-03-26 00:47:09 main:574] : INFO : Epoch 1633 | loss: 0.0311855 | val_loss: 0.0311907 | Time: 4389.08 ms [2022-03-26 00:47:14 main:574] : INFO : Epoch 1634 | loss: 0.0311863 | val_loss: 0.0311907 | Time: 4445.81 ms [2022-03-26 00:47:18 main:574] : INFO : Epoch 1635 | loss: 0.0311839 | val_loss: 0.0311914 | Time: 4475.52 ms [2022-03-26 00:47:23 main:574] : INFO : Epoch 1636 | loss: 0.0311831 | val_loss: 0.0311899 | Time: 4409.98 ms [2022-03-26 00:47:27 main:574] : INFO : Epoch 1637 | loss: 0.0311819 | val_loss: 0.0311894 | Time: 4467 ms [2022-03-26 00:47:32 main:574] : INFO : Epoch 1638 | loss: 0.0311829 | val_loss: 0.0311896 | Time: 4437.38 ms [2022-03-26 00:47:36 main:574] : INFO : Epoch 1639 | loss: 0.031183 | val_loss: 0.03119 | Time: 4431.11 ms [2022-03-26 00:47:41 main:574] : INFO : Epoch 1640 | loss: 0.0311827 | val_loss: 0.0311905 | Time: 4582.19 ms [2022-03-26 00:47:45 main:574] : INFO : Epoch 1641 | loss: 0.0311821 | val_loss: 0.0311893 | Time: 4474.34 ms [2022-03-26 00:47:49 main:574] : INFO : Epoch 1642 | loss: 0.0311843 | val_loss: 0.0311895 | Time: 4424.13 ms [2022-03-26 00:47:54 main:574] : INFO : Epoch 1643 | loss: 0.0311822 | val_loss: 0.0311896 | Time: 4672.05 ms [2022-03-26 00:47:58 main:574] : INFO : Epoch 1644 | loss: 0.0311808 | val_loss: 0.0311879 | Time: 4012.98 ms [2022-03-26 00:48:03 main:574] : INFO : Epoch 1645 | loss: 0.0311821 | val_loss: 0.0311888 | Time: 4540.84 ms [2022-03-26 00:48:07 main:574] : INFO : Epoch 1646 | loss: 0.0311828 | val_loss: 0.0311905 | Time: 4457.45 ms [2022-03-26 00:48:12 main:574] : INFO : Epoch 1647 | loss: 0.0311831 | val_loss: 0.0311913 | Time: 4509 ms [2022-03-26 00:48:16 main:574] : INFO : Epoch 1648 | loss: 0.0311875 | val_loss: 0.0311949 | Time: 4579.01 ms [2022-03-26 00:48:21 main:574] : INFO : Epoch 1649 | loss: 0.0311866 | val_loss: 0.0311918 | Time: 4528.95 ms [2022-03-26 00:48:25 main:574] : INFO : Epoch 1650 | loss: 0.0311835 | val_loss: 0.0311919 | Time: 4580.57 ms [2022-03-26 00:48:30 main:574] : INFO : Epoch 1651 | loss: 0.0311817 | val_loss: 0.0311924 | Time: 4506.81 ms [2022-03-26 00:48:35 main:574] : INFO : Epoch 1652 | loss: 0.0311818 | val_loss: 0.0311883 | Time: 4530.7 ms [2022-03-26 00:48:39 main:574] : INFO : Epoch 1653 | loss: 0.0311802 | val_loss: 0.0311889 | Time: 4691.05 ms [2022-03-26 00:48:44 main:574] : INFO : Epoch 1654 | loss: 0.0311803 | val_loss: 0.0311886 | Time: 4469.06 ms [2022-03-26 00:48:48 main:574] : INFO : Epoch 1655 | loss: 0.0311801 | val_loss: 0.0311877 | Time: 4544.16 ms [2022-03-26 00:48:53 main:574] : INFO : Epoch 1656 | loss: 0.0311807 | val_loss: 0.0311886 | Time: 4453.63 ms [2022-03-26 00:48:57 main:574] : INFO : Epoch 1657 | loss: 0.0311797 | val_loss: 0.0311885 | Time: 4517.66 ms [2022-03-26 00:49:02 main:574] : INFO : Epoch 1658 | loss: 0.031181 | val_loss: 0.0311877 | Time: 4760.5 ms [2022-03-26 00:49:07 main:574] : INFO : Epoch 1659 | loss: 0.0311808 | val_loss: 0.0311893 | Time: 4539.25 ms [2022-03-26 00:49:11 main:574] : INFO : Epoch 1660 | loss: 0.0311801 | val_loss: 0.0311889 | Time: 4427.68 ms [2022-03-26 00:49:15 main:574] : INFO : Epoch 1661 | loss: 0.0311793 | val_loss: 0.0311894 | Time: 4099.36 ms [2022-03-26 00:49:20 main:574] : INFO : Epoch 1662 | loss: 0.0311792 | val_loss: 0.0311907 | Time: 4652.95 ms [2022-03-26 00:49:25 main:574] : INFO : Epoch 1663 | loss: 0.0311788 | val_loss: 0.0311892 | Time: 4826.96 ms [2022-03-26 00:49:29 main:574] : INFO : Epoch 1664 | loss: 0.0311803 | val_loss: 0.0311871 | Time: 4479.93 ms [2022-03-26 00:49:34 main:574] : INFO : Epoch 1665 | loss: 0.0311814 | val_loss: 0.0311899 | Time: 4484.83 ms [2022-03-26 00:49:38 main:574] : INFO : Epoch 1666 | loss: 0.0311815 | val_loss: 0.0311889 | Time: 4465.24 ms [2022-03-26 00:49:43 main:574] : INFO : Epoch 1667 | loss: 0.0311824 | val_loss: 0.0311941 | Time: 4522.42 ms [2022-03-26 00:49:47 main:574] : INFO : Epoch 1668 | loss: 0.031184 | val_loss: 0.0311904 | Time: 4464.92 ms [2022-03-26 00:49:52 main:574] : INFO : Epoch 1669 | loss: 0.0311821 | val_loss: 0.0311894 | Time: 4534.55 ms [2022-03-26 00:49:56 main:574] : INFO : Epoch 1670 | loss: 0.0311822 | val_loss: 0.0311874 | Time: 4570.88 ms [2022-03-26 00:50:01 main:574] : INFO : Epoch 1671 | loss: 0.0311808 | val_loss: 0.0311875 | Time: 4571.51 ms [2022-03-26 00:50:05 main:574] : INFO : Epoch 1672 | loss: 0.0311794 | val_loss: 0.0311876 | Time: 4443.34 ms [2022-03-26 00:50:10 main:574] : INFO : Epoch 1673 | loss: 0.0311792 | val_loss: 0.0311915 | Time: 4842.97 ms [2022-03-26 00:50:15 main:574] : INFO : Epoch 1674 | loss: 0.0311815 | val_loss: 0.0311921 | Time: 4481.04 ms [2022-03-26 00:50:19 main:574] : INFO : Epoch 1675 | loss: 0.0311796 | val_loss: 0.0311866 | Time: 4477.94 ms [2022-03-26 00:50:24 main:574] : INFO : Epoch 1676 | loss: 0.0311798 | val_loss: 0.0311883 | Time: 4468.11 ms [2022-03-26 00:50:28 main:574] : INFO : Epoch 1677 | loss: 0.0311823 | val_loss: 0.0311912 | Time: 4483.57 ms [2022-03-26 00:50:33 main:574] : INFO : Epoch 1678 | loss: 0.0311801 | val_loss: 0.0311851 | Time: 4484.94 ms [2022-03-26 00:50:37 main:574] : INFO : Epoch 1679 | loss: 0.0311789 | val_loss: 0.0311856 | Time: 4089.03 ms [2022-03-26 00:50:41 main:574] : INFO : Epoch 1680 | loss: 0.0311811 | val_loss: 0.0311899 | Time: 4392.87 ms [2022-03-26 00:50:46 main:574] : INFO : Epoch 1681 | loss: 0.0311826 | val_loss: 0.0311855 | Time: 4496.78 ms [2022-03-26 00:50:50 main:574] : INFO : Epoch 1682 | loss: 0.0311787 | val_loss: 0.0311836 | Time: 4478.16 ms [2022-03-26 00:50:55 main:574] : INFO : Epoch 1683 | loss: 0.0311774 | val_loss: 0.0311845 | Time: 4869.86 ms [2022-03-26 00:50:59 main:574] : INFO : Epoch 1684 | loss: 0.0311779 | val_loss: 0.0311858 | Time: 4382.64 ms [2022-03-26 00:51:04 main:574] : INFO : Epoch 1685 | loss: 0.0311777 | val_loss: 0.0311842 | Time: 4475.08 ms [2022-03-26 00:51:08 main:574] : INFO : Epoch 1686 | loss: 0.031178 | val_loss: 0.0311851 | Time: 4559.36 ms [2022-03-26 00:51:13 main:574] : INFO : Epoch 1687 | loss: 0.0311772 | val_loss: 0.0311871 | Time: 4419.46 ms [2022-03-26 00:51:17 main:574] : INFO : Epoch 1688 | loss: 0.0311801 | val_loss: 0.0311861 | Time: 4477.09 ms [2022-03-26 00:51:22 main:574] : INFO : Epoch 1689 | loss: 0.0311793 | val_loss: 0.0311877 | Time: 4461.32 ms [2022-03-26 00:51:26 main:574] : INFO : Epoch 1690 | loss: 0.0311783 | val_loss: 0.0311856 | Time: 4441.39 ms [2022-03-26 00:51:31 main:574] : INFO : Epoch 1691 | loss: 0.0311779 | val_loss: 0.0311885 | Time: 4516.32 ms [2022-03-26 00:51:35 main:574] : INFO : Epoch 1692 | loss: 0.0311782 | val_loss: 0.0311866 | Time: 4485.37 ms [2022-03-26 00:51:40 main:574] : INFO : Epoch 1693 | loss: 0.0311783 | val_loss: 0.0311863 | Time: 4585.48 ms [2022-03-26 00:51:45 main:574] : INFO : Epoch 1694 | loss: 0.031178 | val_loss: 0.0311851 | Time: 4842.75 ms [2022-03-26 00:51:49 main:574] : INFO : Epoch 1695 | loss: 0.0311791 | val_loss: 0.0311857 | Time: 4581.89 ms [2022-03-26 00:51:54 main:574] : INFO : Epoch 1696 | loss: 0.0311784 | val_loss: 0.0311911 | Time: 4689 ms [2022-03-26 00:51:58 main:574] : INFO : Epoch 1697 | loss: 0.031181 | val_loss: 0.0311876 | Time: 3948.38 ms [2022-03-26 00:52:02 main:574] : INFO : Epoch 1698 | loss: 0.0311847 | val_loss: 0.031187 | Time: 4457.66 ms [2022-03-26 00:52:07 main:574] : INFO : Epoch 1699 | loss: 0.0311811 | val_loss: 0.0311855 | Time: 4449.77 ms [2022-03-26 00:52:11 main:574] : INFO : Epoch 1700 | loss: 0.0311815 | val_loss: 0.0311877 | Time: 4360.81 ms [2022-03-26 00:52:16 main:574] : INFO : Epoch 1701 | loss: 0.0311838 | val_loss: 0.0311957 | Time: 4419.05 ms [2022-03-26 00:52:20 main:574] : INFO : Epoch 1702 | loss: 0.031188 | val_loss: 0.0311876 | Time: 4491.32 ms [2022-03-26 00:52:25 main:574] : INFO : Epoch 1703 | loss: 0.0311872 | val_loss: 0.0311888 | Time: 4523.16 ms [2022-03-26 00:52:29 main:574] : INFO : Epoch 1704 | loss: 0.0311853 | val_loss: 0.0311854 | Time: 4587.11 ms [2022-03-26 00:52:34 main:574] : INFO : Epoch 1705 | loss: 0.0311837 | val_loss: 0.0311848 | Time: 4469.53 ms [2022-03-26 00:52:38 main:574] : INFO : Epoch 1706 | loss: 0.0311824 | val_loss: 0.0311863 | Time: 4421.14 ms [2022-03-26 00:52:43 main:574] : INFO : Epoch 1707 | loss: 0.0311821 | val_loss: 0.031183 | Time: 4553.84 ms [2022-03-26 00:52:47 main:574] : INFO : Epoch 1708 | loss: 0.031181 | val_loss: 0.0311859 | Time: 4639.26 ms [2022-03-26 00:52:52 main:574] : INFO : Epoch 1709 | loss: 0.0311816 | val_loss: 0.0311852 | Time: 4466.97 ms [2022-03-26 00:52:56 main:574] : INFO : Epoch 1710 | loss: 0.0311807 | val_loss: 0.0311855 | Time: 4460.23 ms [2022-03-26 00:53:01 main:574] : INFO : Epoch 1711 | loss: 0.03118 | val_loss: 0.0311858 | Time: 4432.64 ms [2022-03-26 00:53:05 main:574] : INFO : Epoch 1712 | loss: 0.0311806 | val_loss: 0.0311853 | Time: 4523.27 ms [2022-03-26 00:53:10 main:574] : INFO : Epoch 1713 | loss: 0.0311794 | val_loss: 0.0311875 | Time: 4917.21 ms [2022-03-26 00:53:15 main:574] : INFO : Epoch 1714 | loss: 0.0311793 | val_loss: 0.0311939 | Time: 4402.09 ms [2022-03-26 00:53:19 main:574] : INFO : Epoch 1715 | loss: 0.0311845 | val_loss: 0.0311853 | Time: 4378.5 ms [2022-03-26 00:53:24 main:574] : INFO : Epoch 1716 | loss: 0.0311813 | val_loss: 0.0311857 | Time: 4525.39 ms [2022-03-26 00:53:28 main:574] : INFO : Epoch 1717 | loss: 0.0311788 | val_loss: 0.0311884 | Time: 4519.92 ms [2022-03-26 00:53:33 main:574] : INFO : Epoch 1718 | loss: 0.0311795 | val_loss: 0.0311849 | Time: 4453.08 ms [2022-03-26 00:53:37 main:574] : INFO : Epoch 1719 | loss: 0.031179 | val_loss: 0.0311853 | Time: 4610.58 ms [2022-03-26 00:53:42 main:574] : INFO : Epoch 1720 | loss: 0.0311785 | val_loss: 0.0311861 | Time: 4485.55 ms [2022-03-26 00:53:47 main:574] : INFO : Epoch 1721 | loss: 0.0311787 | val_loss: 0.0311847 | Time: 4999.62 ms [2022-03-26 00:53:51 main:574] : INFO : Epoch 1722 | loss: 0.0311781 | val_loss: 0.0311852 | Time: 4424.46 ms [2022-03-26 00:53:56 main:574] : INFO : Epoch 1723 | loss: 0.031178 | val_loss: 0.0311875 | Time: 4546.07 ms [2022-03-26 00:54:00 main:574] : INFO : Epoch 1724 | loss: 0.0311806 | val_loss: 0.0311863 | Time: 4631.97 ms [2022-03-26 00:54:05 main:574] : INFO : Epoch 1725 | loss: 0.0311806 | val_loss: 0.03119 | Time: 4530.09 ms [2022-03-26 00:54:09 main:574] : INFO : Epoch 1726 | loss: 0.0311832 | val_loss: 0.0311867 | Time: 4406.06 ms [2022-03-26 00:54:14 main:574] : INFO : Epoch 1727 | loss: 0.0311825 | val_loss: 0.0311875 | Time: 4709.21 ms [2022-03-26 00:54:19 main:574] : INFO : Epoch 1728 | loss: 0.0311827 | val_loss: 0.0311883 | Time: 4813.41 ms [2022-03-26 00:54:23 main:574] : INFO : Epoch 1729 | loss: 0.0311831 | val_loss: 0.0311835 | Time: 4440.78 ms [2022-03-26 00:54:28 main:574] : INFO : Epoch 1730 | loss: 0.0311816 | val_loss: 0.0311855 | Time: 4445.67 ms [2022-03-26 00:54:32 main:574] : INFO : Epoch 1731 | loss: 0.0311827 | val_loss: 0.031185 | Time: 4519.39 ms [2022-03-26 00:54:36 main:574] : INFO : Epoch 1732 | loss: 0.0311823 | val_loss: 0.0311878 | Time: 3553.96 ms [2022-03-26 00:54:39 main:574] : INFO : Epoch 1733 | loss: 0.0311877 | val_loss: 0.0311885 | Time: 3077.54 ms [2022-03-26 00:54:42 main:574] : INFO : Epoch 1734 | loss: 0.0311857 | val_loss: 0.031186 | Time: 3299.08 ms [2022-03-26 00:54:45 main:574] : INFO : Epoch 1735 | loss: 0.0311852 | val_loss: 0.0311876 | Time: 3122.68 ms [2022-03-26 00:54:49 main:574] : INFO : Epoch 1736 | loss: 0.0311852 | val_loss: 0.0311856 | Time: 3373.92 ms [2022-03-26 00:54:52 main:574] : INFO : Epoch 1737 | loss: 0.0311836 | val_loss: 0.0311868 | Time: 3193.22 ms [2022-03-26 00:54:55 main:574] : INFO : Epoch 1738 | loss: 0.0311835 | val_loss: 0.0311876 | Time: 3202.68 ms [2022-03-26 00:54:59 main:574] : INFO : Epoch 1739 | loss: 0.0311841 | val_loss: 0.0311877 | Time: 3258.6 ms [2022-03-26 00:55:04 main:574] : INFO : Epoch 1740 | loss: 0.0311845 | val_loss: 0.0311896 | Time: 5391.41 ms [2022-03-26 00:55:15 main:574] : INFO : Epoch 1741 | loss: 0.0311882 | val_loss: 0.0311912 | Time: 11019.3 ms [2022-03-26 00:55:26 main:574] : INFO : Epoch 1742 | loss: 0.031189 | val_loss: 0.031196 | Time: 10684.2 ms [2022-03-26 00:55:36 main:574] : INFO : Epoch 1743 | loss: 0.0311925 | val_loss: 0.0311935 | Time: 10729.8 ms [2022-03-26 00:55:48 main:574] : INFO : Epoch 1744 | loss: 0.0311952 | val_loss: 0.031206 | Time: 10949.2 ms [2022-03-26 00:55:59 main:574] : INFO : Epoch 1745 | loss: 0.0312061 | val_loss: 0.0312197 | Time: 11292.7 ms [2022-03-26 00:56:10 main:574] : INFO : Epoch 1746 | loss: 0.0312188 | val_loss: 0.0312184 | Time: 11529.8 ms [2022-03-26 00:56:21 main:574] : INFO : Epoch 1747 | loss: 0.0312176 | val_loss: 0.031215 | Time: 11031.9 ms [2022-03-26 00:56:33 main:574] : INFO : Epoch 1748 | loss: 0.0312163 | val_loss: 0.0312186 | Time: 11156.7 ms [2022-03-26 00:56:44 main:574] : INFO : Epoch 1749 | loss: 0.0312145 | val_loss: 0.0312148 | Time: 11756.3 ms [2022-03-26 00:56:56 main:574] : INFO : Epoch 1750 | loss: 0.0312159 | val_loss: 0.0312167 | Time: 11261.1 ms [2022-03-26 00:57:07 main:574] : INFO : Epoch 1751 | loss: 0.0312143 | val_loss: 0.031214 | Time: 10956.6 ms [2022-03-26 00:57:18 main:574] : INFO : Epoch 1752 | loss: 0.0312109 | val_loss: 0.0312164 | Time: 11383.5 ms [2022-03-26 00:57:29 main:574] : INFO : Epoch 1753 | loss: 0.0312093 | val_loss: 0.0312118 | Time: 11266.7 ms [2022-03-26 00:57:40 main:574] : INFO : Epoch 1754 | loss: 0.0312073 | val_loss: 0.0312093 | Time: 11024.6 ms [2022-03-26 00:57:52 main:574] : INFO : Epoch 1755 | loss: 0.0312054 | val_loss: 0.0312106 | Time: 11330.5 ms [2022-03-26 00:58:05 main:574] : INFO : Epoch 1756 | loss: 0.0312057 | val_loss: 0.0312125 | Time: 12910.7 ms [2022-03-26 00:58:17 main:574] : INFO : Epoch 1757 | loss: 0.0312091 | val_loss: 0.0312161 | Time: 12474.2 ms [2022-03-26 00:58:28 main:574] : INFO : Epoch 1758 | loss: 0.031209 | val_loss: 0.0312131 | Time: 11228.8 ms [2022-03-26 00:58:39 main:574] : INFO : Epoch 1759 | loss: 0.0312075 | val_loss: 0.0312122 | Time: 10818.2 ms [2022-03-26 00:58:50 main:574] : INFO : Epoch 1760 | loss: 0.0312055 | val_loss: 0.0312127 | Time: 10741.8 ms [2022-03-26 00:59:02 main:574] : INFO : Epoch 1761 | loss: 0.0312056 | val_loss: 0.0312094 | Time: 11551.9 ms [2022-03-26 00:59:12 main:574] : INFO : Epoch 1762 | loss: 0.0312044 | val_loss: 0.031209 | Time: 10907.3 ms [2022-03-26 00:59:24 main:574] : INFO : Epoch 1763 | loss: 0.0312041 | val_loss: 0.031209 | Time: 11193 ms [2022-03-26 00:59:34 main:574] : INFO : Epoch 1764 | loss: 0.031204 | val_loss: 0.0312121 | Time: 10797.3 ms [2022-03-26 00:59:46 main:574] : INFO : Epoch 1765 | loss: 0.0312054 | val_loss: 0.0312101 | Time: 11405.9 ms [2022-03-26 00:59:57 main:574] : INFO : Epoch 1766 | loss: 0.0312024 | val_loss: 0.0312084 | Time: 11047.8 ms [2022-03-26 01:00:08 main:574] : INFO : Epoch 1767 | loss: 0.031201 | val_loss: 0.0312099 | Time: 11245.8 ms [2022-03-26 01:00:20 main:574] : INFO : Epoch 1768 | loss: 0.0312004 | val_loss: 0.0312107 | Time: 11354.6 ms [2022-03-26 01:00:30 main:574] : INFO : Epoch 1769 | loss: 0.0312003 | val_loss: 0.0312086 | Time: 10756.7 ms [2022-03-26 01:00:41 main:574] : INFO : Epoch 1770 | loss: 0.0312018 | val_loss: 0.0312095 | Time: 10805 ms [2022-03-26 01:00:53 main:574] : INFO : Epoch 1771 | loss: 0.0312036 | val_loss: 0.0312078 | Time: 11444.7 ms [2022-03-26 01:01:04 main:574] : INFO : Epoch 1772 | loss: 0.0312012 | val_loss: 0.0312064 | Time: 11325.6 ms [2022-03-26 01:01:15 main:574] : INFO : Epoch 1773 | loss: 0.0312001 | val_loss: 0.0312023 | Time: 11241.7 ms [2022-03-26 01:01:27 main:574] : INFO : Epoch 1774 | loss: 0.0311991 | val_loss: 0.0312023 | Time: 11180.6 ms [2022-03-26 01:01:38 main:574] : INFO : Epoch 1775 | loss: 0.0311998 | val_loss: 0.0312042 | Time: 11049.7 ms [2022-03-26 01:01:49 main:574] : INFO : Epoch 1776 | loss: 0.0311982 | val_loss: 0.0312014 | Time: 11410.8 ms [2022-03-26 01:02:00 main:574] : INFO : Epoch 1777 | loss: 0.0311971 | val_loss: 0.0312018 | Time: 11079.4 ms [2022-03-26 01:02:12 main:574] : INFO : Epoch 1778 | loss: 0.0311991 | val_loss: 0.0312078 | Time: 11384.4 ms [2022-03-26 01:02:23 main:574] : INFO : Epoch 1779 | loss: 0.0312002 | val_loss: 0.0312029 | Time: 11283.5 ms [2022-03-26 01:02:34 main:574] : INFO : Epoch 1780 | loss: 0.0311976 | val_loss: 0.0312023 | Time: 10747.1 ms [2022-03-26 01:02:44 main:574] : INFO : Epoch 1781 | loss: 0.0311962 | val_loss: 0.0312009 | Time: 10849.5 ms [2022-03-26 01:02:55 main:574] : INFO : Epoch 1782 | loss: 0.0311993 | val_loss: 0.0312049 | Time: 10509.3 ms [2022-03-26 01:03:06 main:574] : INFO : Epoch 1783 | loss: 0.0311959 | val_loss: 0.0312073 | Time: 11218.6 ms [2022-03-26 01:03:18 main:574] : INFO : Epoch 1784 | loss: 0.0311967 | val_loss: 0.0311992 | Time: 11239 ms [2022-03-26 01:03:29 main:574] : INFO : Epoch 1785 | loss: 0.0311955 | val_loss: 0.0312041 | Time: 11512.8 ms [2022-03-26 01:03:40 main:574] : INFO : Epoch 1786 | loss: 0.0311972 | val_loss: 0.0311994 | Time: 11056.3 ms [2022-03-26 01:03:51 main:574] : INFO : Epoch 1787 | loss: 0.0311939 | val_loss: 0.031198 | Time: 11123 ms [2022-03-26 01:04:02 main:574] : INFO : Epoch 1788 | loss: 0.0311941 | val_loss: 0.0312013 | Time: 11084.7 ms [2022-03-26 01:04:13 main:574] : INFO : Epoch 1789 | loss: 0.031197 | val_loss: 0.0312024 | Time: 10954.4 ms [2022-03-26 01:04:24 main:574] : INFO : Epoch 1790 | loss: 0.0311962 | val_loss: 0.0312005 | Time: 11062.6 ms [2022-03-26 01:04:36 main:574] : INFO : Epoch 1791 | loss: 0.031195 | val_loss: 0.0311979 | Time: 11217 ms [2022-03-26 01:04:47 main:574] : INFO : Epoch 1792 | loss: 0.0311993 | val_loss: 0.0312144 | Time: 10913.3 ms [2022-03-26 01:04:58 main:574] : INFO : Epoch 1793 | loss: 0.0312079 | val_loss: 0.031208 | Time: 11127.2 ms [2022-03-26 01:05:09 main:574] : INFO : Epoch 1794 | loss: 0.0312015 | val_loss: 0.0312063 | Time: 11280.2 ms [2022-03-26 01:05:21 main:574] : INFO : Epoch 1795 | loss: 0.0311995 | val_loss: 0.031207 | Time: 11607.4 ms [2022-03-26 01:05:32 main:574] : INFO : Epoch 1796 | loss: 0.0311989 | val_loss: 0.0312072 | Time: 11301 ms [2022-03-26 01:05:43 main:574] : INFO : Epoch 1797 | loss: 0.0311978 | val_loss: 0.0312075 | Time: 10910.1 ms [2022-03-26 01:05:54 main:574] : INFO : Epoch 1798 | loss: 0.0311973 | val_loss: 0.0312053 | Time: 10884.1 ms [2022-03-26 01:06:05 main:574] : INFO : Epoch 1799 | loss: 0.0311968 | val_loss: 0.0312063 | Time: 10771.6 ms [2022-03-26 01:06:16 main:574] : INFO : Epoch 1800 | loss: 0.0311971 | val_loss: 0.0312082 | Time: 11477.3 ms [2022-03-26 01:06:28 main:574] : INFO : Epoch 1801 | loss: 0.031197 | val_loss: 0.0312058 | Time: 12321.1 ms [2022-03-26 01:06:40 main:574] : INFO : Epoch 1802 | loss: 0.0311955 | val_loss: 0.0312082 | Time: 11668.7 ms [2022-03-26 01:06:51 main:574] : INFO : Epoch 1803 | loss: 0.0311956 | val_loss: 0.031208 | Time: 10916.2 ms [2022-03-26 01:07:03 main:574] : INFO : Epoch 1804 | loss: 0.0311947 | val_loss: 0.0312079 | Time: 11380.9 ms [2022-03-26 01:07:14 main:574] : INFO : Epoch 1805 | loss: 0.0311945 | val_loss: 0.0312057 | Time: 11319.9 ms [2022-03-26 01:07:26 main:574] : INFO : Epoch 1806 | loss: 0.0311935 | val_loss: 0.0312052 | Time: 11757.6 ms [2022-03-26 01:07:37 main:574] : INFO : Epoch 1807 | loss: 0.0311943 | val_loss: 0.0312088 | Time: 11813.8 ms [2022-03-26 01:07:49 main:574] : INFO : Epoch 1808 | loss: 0.0311948 | val_loss: 0.0312054 | Time: 11114.3 ms [2022-03-26 01:08:00 main:574] : INFO : Epoch 1809 | loss: 0.0311944 | val_loss: 0.0312032 | Time: 11300.3 ms [2022-03-26 01:08:11 main:574] : INFO : Epoch 1810 | loss: 0.0311943 | val_loss: 0.0312073 | Time: 11305.7 ms [2022-03-26 01:08:22 main:574] : INFO : Epoch 1811 | loss: 0.0311937 | val_loss: 0.0312025 | Time: 11138.7 ms [2022-03-26 01:08:33 main:574] : INFO : Epoch 1812 | loss: 0.0311931 | val_loss: 0.0312037 | Time: 11030.8 ms [2022-03-26 01:08:45 main:574] : INFO : Epoch 1813 | loss: 0.0311933 | val_loss: 0.0312034 | Time: 11242.7 ms [2022-03-26 01:08:56 main:574] : INFO : Epoch 1814 | loss: 0.031194 | val_loss: 0.0312023 | Time: 11255.7 ms [2022-03-26 01:09:07 main:574] : INFO : Epoch 1815 | loss: 0.0311924 | val_loss: 0.0312019 | Time: 11466.2 ms [2022-03-26 01:09:19 main:574] : INFO : Epoch 1816 | loss: 0.0311933 | val_loss: 0.0312044 | Time: 11317.7 ms [2022-03-26 01:09:30 main:574] : INFO : Epoch 1817 | loss: 0.0311922 | val_loss: 0.0312028 | Time: 11598.9 ms [2022-03-26 01:09:41 main:574] : INFO : Epoch 1818 | loss: 0.0311927 | val_loss: 0.0312041 | Time: 11010.5 ms [2022-03-26 01:09:53 main:574] : INFO : Epoch 1819 | loss: 0.0311931 | val_loss: 0.031203 | Time: 11361.6 ms [2022-03-26 01:10:04 main:574] : INFO : Epoch 1820 | loss: 0.0311924 | val_loss: 0.0312055 | Time: 11033.5 ms [2022-03-26 01:10:15 main:574] : INFO : Epoch 1821 | loss: 0.0311921 | val_loss: 0.0312013 | Time: 11382.6 ms [2022-03-26 01:10:27 main:574] : INFO : Epoch 1822 | loss: 0.0311916 | val_loss: 0.0312003 | Time: 11588.2 ms [2022-03-26 01:10:38 main:574] : INFO : Epoch 1823 | loss: 0.0311913 | val_loss: 0.0312044 | Time: 11207.2 ms [2022-03-26 01:10:50 main:574] : INFO : Epoch 1824 | loss: 0.031191 | val_loss: 0.0312038 | Time: 11462.1 ms [2022-03-26 01:11:01 main:574] : INFO : Epoch 1825 | loss: 0.0311923 | val_loss: 0.0312048 | Time: 11223.6 ms [2022-03-26 01:11:12 main:574] : INFO : Epoch 1826 | loss: 0.0311976 | val_loss: 0.0312014 | Time: 11191.5 ms [2022-03-26 01:11:23 main:574] : INFO : Epoch 1827 | loss: 0.0311968 | val_loss: 0.0312006 | Time: 11161.1 ms [2022-03-26 01:11:35 main:574] : INFO : Epoch 1828 | loss: 0.0311968 | val_loss: 0.0312008 | Time: 11408.4 ms [2022-03-26 01:11:46 main:574] : INFO : Epoch 1829 | loss: 0.0311962 | val_loss: 0.0312009 | Time: 11720.8 ms [2022-03-26 01:11:58 main:574] : INFO : Epoch 1830 | loss: 0.0311962 | val_loss: 0.0312124 | Time: 11046.9 ms [2022-03-26 01:12:09 main:574] : INFO : Epoch 1831 | loss: 0.0311992 | val_loss: 0.0312031 | Time: 11165.2 ms [2022-03-26 01:12:20 main:574] : INFO : Epoch 1832 | loss: 0.0311957 | val_loss: 0.0312011 | Time: 11050.8 ms [2022-03-26 01:12:31 main:574] : INFO : Epoch 1833 | loss: 0.0311958 | val_loss: 0.0312024 | Time: 11017.8 ms [2022-03-26 01:12:42 main:574] : INFO : Epoch 1834 | loss: 0.0311951 | val_loss: 0.0312005 | Time: 11083.2 ms [2022-03-26 01:12:53 main:574] : INFO : Epoch 1835 | loss: 0.031193 | val_loss: 0.0312 | Time: 11016.4 ms [2022-03-26 01:13:04 main:574] : INFO : Epoch 1836 | loss: 0.0311937 | val_loss: 0.0312009 | Time: 11001.2 ms [2022-03-26 01:13:15 main:574] : INFO : Epoch 1837 | loss: 0.0311928 | val_loss: 0.0312018 | Time: 11161.8 ms [2022-03-26 01:13:26 main:574] : INFO : Epoch 1838 | loss: 0.0311927 | val_loss: 0.0312023 | Time: 10858.5 ms [2022-03-26 01:13:38 main:574] : INFO : Epoch 1839 | loss: 0.0311937 | val_loss: 0.0312011 | Time: 11478.4 ms [2022-03-26 01:13:49 main:574] : INFO : Epoch 1840 | loss: 0.0311941 | val_loss: 0.0311994 | Time: 11106.9 ms [2022-03-26 01:14:01 main:574] : INFO : Epoch 1841 | loss: 0.0311927 | val_loss: 0.0311984 | Time: 12166.6 ms [2022-03-26 01:14:13 main:574] : INFO : Epoch 1842 | loss: 0.0311921 | val_loss: 0.0312007 | Time: 12275.7 ms [2022-03-26 01:14:25 main:574] : INFO : Epoch 1843 | loss: 0.0311912 | val_loss: 0.0311984 | Time: 11991.2 ms [2022-03-26 01:14:38 main:574] : INFO : Epoch 1844 | loss: 0.0311918 | val_loss: 0.0312006 | Time: 12523.4 ms [2022-03-26 01:14:50 main:574] : INFO : Epoch 1845 | loss: 0.0311927 | val_loss: 0.0311995 | Time: 11980.6 ms [2022-03-26 01:15:01 main:574] : INFO : Epoch 1846 | loss: 0.031192 | val_loss: 0.0312 | Time: 11524.4 ms [2022-03-26 01:15:12 main:574] : INFO : Epoch 1847 | loss: 0.0311933 | val_loss: 0.0311978 | Time: 11040 ms [2022-03-26 01:15:24 main:574] : INFO : Epoch 1848 | loss: 0.0311929 | val_loss: 0.0311977 | Time: 11964 ms [2022-03-26 01:15:36 main:574] : INFO : Epoch 1849 | loss: 0.0311917 | val_loss: 0.031197 | Time: 11900.8 ms [2022-03-26 01:15:48 main:574] : INFO : Epoch 1850 | loss: 0.0311927 | val_loss: 0.031197 | Time: 11743.9 ms [2022-03-26 01:16:00 main:574] : INFO : Epoch 1851 | loss: 0.0311907 | val_loss: 0.0311972 | Time: 12261.6 ms [2022-03-26 01:16:12 main:574] : INFO : Epoch 1852 | loss: 0.0311908 | val_loss: 0.0311985 | Time: 12036.2 ms [2022-03-26 01:16:24 main:574] : INFO : Epoch 1853 | loss: 0.0311895 | val_loss: 0.0311973 | Time: 11225.5 ms [2022-03-26 01:16:35 main:574] : INFO : Epoch 1854 | loss: 0.0311892 | val_loss: 0.0311982 | Time: 11123.4 ms [2022-03-26 01:16:46 main:574] : INFO : Epoch 1855 | loss: 0.031189 | val_loss: 0.0311988 | Time: 10779.1 ms [2022-03-26 01:16:57 main:574] : INFO : Epoch 1856 | loss: 0.0311892 | val_loss: 0.0311989 | Time: 11261.7 ms [2022-03-26 01:17:08 main:574] : INFO : Epoch 1857 | loss: 0.0311896 | val_loss: 0.0311976 | Time: 11013 ms [2022-03-26 01:17:19 main:574] : INFO : Epoch 1858 | loss: 0.0311891 | val_loss: 0.0311999 | Time: 11199.3 ms [2022-03-26 01:17:30 main:574] : INFO : Epoch 1859 | loss: 0.0311886 | val_loss: 0.0311983 | Time: 10957.8 ms [2022-03-26 01:17:41 main:574] : INFO : Epoch 1860 | loss: 0.0311883 | val_loss: 0.0311984 | Time: 10617.3 ms [2022-03-26 01:17:52 main:574] : INFO : Epoch 1861 | loss: 0.0311877 | val_loss: 0.0311982 | Time: 10853.2 ms [2022-03-26 01:18:02 main:574] : INFO : Epoch 1862 | loss: 0.0311889 | val_loss: 0.0311982 | Time: 10803.5 ms [2022-03-26 01:18:14 main:574] : INFO : Epoch 1863 | loss: 0.0311888 | val_loss: 0.0311981 | Time: 11002.4 ms [2022-03-26 01:18:24 main:574] : INFO : Epoch 1864 | loss: 0.0311926 | val_loss: 0.0312006 | Time: 10794.5 ms [2022-03-26 01:18:35 main:574] : INFO : Epoch 1865 | loss: 0.0311892 | val_loss: 0.0311975 | Time: 11148.3 ms [2022-03-26 01:18:46 main:574] : INFO : Epoch 1866 | loss: 0.0311882 | val_loss: 0.0311979 | Time: 10751.1 ms [2022-03-26 01:18:57 main:574] : INFO : Epoch 1867 | loss: 0.0311885 | val_loss: 0.0311979 | Time: 10771.7 ms [2022-03-26 01:19:07 main:574] : INFO : Epoch 1868 | loss: 0.0311876 | val_loss: 0.0311977 | Time: 10455.3 ms [2022-03-26 01:19:19 main:574] : INFO : Epoch 1869 | loss: 0.0311875 | val_loss: 0.0311955 | Time: 11464.4 ms [2022-03-26 01:19:30 main:574] : INFO : Epoch 1870 | loss: 0.0311885 | val_loss: 0.0312005 | Time: 10702.3 ms [2022-03-26 01:19:40 main:574] : INFO : Epoch 1871 | loss: 0.0311901 | val_loss: 0.0311982 | Time: 10557.1 ms [2022-03-26 01:19:51 main:574] : INFO : Epoch 1872 | loss: 0.031192 | val_loss: 0.0312005 | Time: 10696 ms [2022-03-26 01:20:02 main:574] : INFO : Epoch 1873 | loss: 0.0311931 | val_loss: 0.0311972 | Time: 11296.3 ms [2022-03-26 01:20:14 main:574] : INFO : Epoch 1874 | loss: 0.0311925 | val_loss: 0.0312003 | Time: 11364.4 ms [2022-03-26 01:20:25 main:574] : INFO : Epoch 1875 | loss: 0.0311926 | val_loss: 0.0311961 | Time: 11170.6 ms [2022-03-26 01:20:36 main:574] : INFO : Epoch 1876 | loss: 0.0311905 | val_loss: 0.0311972 | Time: 10856.4 ms [2022-03-26 01:20:47 main:574] : INFO : Epoch 1877 | loss: 0.0311897 | val_loss: 0.0311972 | Time: 10897.9 ms [2022-03-26 01:20:58 main:574] : INFO : Epoch 1878 | loss: 0.0311908 | val_loss: 0.0311976 | Time: 10808.2 ms [2022-03-26 01:21:09 main:574] : INFO : Epoch 1879 | loss: 0.0311897 | val_loss: 0.0311941 | Time: 11723 ms [2022-03-26 01:21:21 main:574] : INFO : Epoch 1880 | loss: 0.0311894 | val_loss: 0.0311947 | Time: 11920.6 ms [2022-03-26 01:21:34 main:574] : INFO : Epoch 1881 | loss: 0.031191 | val_loss: 0.0311955 | Time: 13083.6 ms [2022-03-26 01:21:46 main:574] : INFO : Epoch 1882 | loss: 0.0311895 | val_loss: 0.031195 | Time: 12075.8 ms [2022-03-26 01:21:59 main:574] : INFO : Epoch 1883 | loss: 0.0311876 | val_loss: 0.0311957 | Time: 12679.5 ms [2022-03-26 01:22:11 main:574] : INFO : Epoch 1884 | loss: 0.031187 | val_loss: 0.0311953 | Time: 11984.4 ms [2022-03-26 01:22:23 main:574] : INFO : Epoch 1885 | loss: 0.0311884 | val_loss: 0.031194 | Time: 11473.5 ms [2022-03-26 01:22:34 main:574] : INFO : Epoch 1886 | loss: 0.0311863 | val_loss: 0.0311953 | Time: 11249.7 ms [2022-03-26 01:22:45 main:574] : INFO : Epoch 1887 | loss: 0.0311864 | val_loss: 0.0311951 | Time: 11015.6 ms [2022-03-26 01:22:56 main:574] : INFO : Epoch 1888 | loss: 0.0311867 | val_loss: 0.0311948 | Time: 10968.6 ms [2022-03-26 01:23:07 main:574] : INFO : Epoch 1889 | loss: 0.0311865 | val_loss: 0.0311953 | Time: 11350.1 ms [2022-03-26 01:23:18 main:574] : INFO : Epoch 1890 | loss: 0.0311866 | val_loss: 0.0311968 | Time: 11113.7 ms [2022-03-26 01:23:29 main:574] : INFO : Epoch 1891 | loss: 0.0311869 | val_loss: 0.031199 | Time: 10865.6 ms [2022-03-26 01:23:41 main:574] : INFO : Epoch 1892 | loss: 0.0311859 | val_loss: 0.0311942 | Time: 12109.6 ms [2022-03-26 01:23:53 main:574] : INFO : Epoch 1893 | loss: 0.0311858 | val_loss: 0.0311954 | Time: 11710.4 ms [2022-03-26 01:24:05 main:574] : INFO : Epoch 1894 | loss: 0.0311862 | val_loss: 0.0311955 | Time: 11631.4 ms [2022-03-26 01:24:17 main:574] : INFO : Epoch 1895 | loss: 0.0311874 | val_loss: 0.031201 | Time: 11765 ms [2022-03-26 01:24:28 main:574] : INFO : Epoch 1896 | loss: 0.0311872 | val_loss: 0.0311953 | Time: 11505.7 ms [2022-03-26 01:24:40 main:574] : INFO : Epoch 1897 | loss: 0.0311857 | val_loss: 0.031194 | Time: 11730.5 ms [2022-03-26 01:24:51 main:574] : INFO : Epoch 1898 | loss: 0.0311874 | val_loss: 0.0311944 | Time: 11324.2 ms [2022-03-26 01:25:02 main:574] : INFO : Epoch 1899 | loss: 0.0311887 | val_loss: 0.0311953 | Time: 11032.6 ms [2022-03-26 01:25:13 main:574] : INFO : Epoch 1900 | loss: 0.0311891 | val_loss: 0.0311954 | Time: 10866.7 ms [2022-03-26 01:25:24 main:574] : INFO : Epoch 1901 | loss: 0.031188 | val_loss: 0.0311943 | Time: 11285.4 ms [2022-03-26 01:25:36 main:574] : INFO : Epoch 1902 | loss: 0.0311864 | val_loss: 0.0311955 | Time: 11248.1 ms [2022-03-26 01:25:47 main:574] : INFO : Epoch 1903 | loss: 0.0311863 | val_loss: 0.0311937 | Time: 11022.8 ms [2022-03-26 01:25:58 main:574] : INFO : Epoch 1904 | loss: 0.0311858 | val_loss: 0.0311938 | Time: 11134.4 ms [2022-03-26 01:26:09 main:574] : INFO : Epoch 1905 | loss: 0.0311854 | val_loss: 0.0311928 | Time: 11273.9 ms [2022-03-26 01:26:20 main:574] : INFO : Epoch 1906 | loss: 0.0311862 | val_loss: 0.031193 | Time: 11180.7 ms [2022-03-26 01:26:32 main:574] : INFO : Epoch 1907 | loss: 0.0311857 | val_loss: 0.0311935 | Time: 11132.5 ms [2022-03-26 01:26:43 main:574] : INFO : Epoch 1908 | loss: 0.0311849 | val_loss: 0.031195 | Time: 11177.8 ms [2022-03-26 01:26:54 main:574] : INFO : Epoch 1909 | loss: 0.0311864 | val_loss: 0.0311959 | Time: 10851.2 ms [2022-03-26 01:27:04 main:574] : INFO : Epoch 1910 | loss: 0.0311853 | val_loss: 0.0311934 | Time: 10773 ms [2022-03-26 01:27:15 main:574] : INFO : Epoch 1911 | loss: 0.0311855 | val_loss: 0.0311934 | Time: 10784.2 ms [2022-03-26 01:27:26 main:574] : INFO : Epoch 1912 | loss: 0.0311852 | val_loss: 0.0311975 | Time: 10990.1 ms [2022-03-26 01:27:37 main:574] : INFO : Epoch 1913 | loss: 0.031186 | val_loss: 0.0311935 | Time: 10522.1 ms [2022-03-26 01:27:48 main:574] : INFO : Epoch 1914 | loss: 0.0311862 | val_loss: 0.0311944 | Time: 11132.3 ms [2022-03-26 01:27:59 main:574] : INFO : Epoch 1915 | loss: 0.0311855 | val_loss: 0.0311953 | Time: 11002.1 ms [2022-03-26 01:28:10 main:574] : INFO : Epoch 1916 | loss: 0.0311853 | val_loss: 0.0311957 | Time: 11271.3 ms [2022-03-26 01:28:21 main:574] : INFO : Epoch 1917 | loss: 0.0311858 | val_loss: 0.0311939 | Time: 11095.5 ms [2022-03-26 01:28:33 main:574] : INFO : Epoch 1918 | loss: 0.0311854 | val_loss: 0.0311928 | Time: 11146.1 ms [2022-03-26 01:28:43 main:574] : INFO : Epoch 1919 | loss: 0.0311849 | val_loss: 0.0311949 | Time: 10930.9 ms [2022-03-26 01:28:54 main:574] : INFO : Epoch 1920 | loss: 0.0311849 | val_loss: 0.0311932 | Time: 10905.5 ms [2022-03-26 01:29:05 main:574] : INFO : Epoch 1921 | loss: 0.0311849 | val_loss: 0.0311924 | Time: 11044.9 ms [2022-03-26 01:29:17 main:574] : INFO : Epoch 1922 | loss: 0.0311852 | val_loss: 0.031195 | Time: 11144.6 ms [2022-03-26 01:29:28 main:574] : INFO : Epoch 1923 | loss: 0.0311865 | val_loss: 0.0311919 | Time: 10920.8 ms [2022-03-26 01:29:39 main:574] : INFO : Epoch 1924 | loss: 0.0311854 | val_loss: 0.0311934 | Time: 11106.7 ms [2022-03-26 01:29:50 main:574] : INFO : Epoch 1925 | loss: 0.0311865 | val_loss: 0.0311936 | Time: 11076.3 ms [2022-03-26 01:30:01 main:574] : INFO : Epoch 1926 | loss: 0.0311845 | val_loss: 0.0311938 | Time: 10928.8 ms [2022-03-26 01:30:12 main:574] : INFO : Epoch 1927 | loss: 0.0311838 | val_loss: 0.0311931 | Time: 11237.2 ms [2022-03-26 01:30:23 main:574] : INFO : Epoch 1928 | loss: 0.0311842 | val_loss: 0.0311934 | Time: 11333.2 ms [2022-03-26 01:30:34 main:574] : INFO : Epoch 1929 | loss: 0.0311865 | val_loss: 0.0311946 | Time: 10525.4 ms [2022-03-26 01:30:45 main:574] : INFO : Epoch 1930 | loss: 0.0311866 | val_loss: 0.0311952 | Time: 10517.3 ms [2022-03-26 01:30:56 main:574] : INFO : Epoch 1931 | loss: 0.0311905 | val_loss: 0.0311967 | Time: 11051 ms [2022-03-26 01:31:07 main:574] : INFO : Epoch 1932 | loss: 0.031189 | val_loss: 0.0311944 | Time: 11487.2 ms [2022-03-26 01:31:18 main:574] : INFO : Epoch 1933 | loss: 0.0311885 | val_loss: 0.031195 | Time: 10960.2 ms [2022-03-26 01:31:29 main:574] : INFO : Epoch 1934 | loss: 0.0311861 | val_loss: 0.0311931 | Time: 10993.1 ms [2022-03-26 01:31:40 main:574] : INFO : Epoch 1935 | loss: 0.0311859 | val_loss: 0.0311931 | Time: 11284.2 ms [2022-03-26 01:31:52 main:574] : INFO : Epoch 1936 | loss: 0.0311849 | val_loss: 0.0311936 | Time: 11449.1 ms [2022-03-26 01:32:03 main:574] : INFO : Epoch 1937 | loss: 0.031186 | val_loss: 0.0311961 | Time: 10859.6 ms [2022-03-26 01:32:14 main:574] : INFO : Epoch 1938 | loss: 0.0311857 | val_loss: 0.031194 | Time: 10911.3 ms [2022-03-26 01:32:25 main:574] : INFO : Epoch 1939 | loss: 0.0311849 | val_loss: 0.0311943 | Time: 11166.3 ms [2022-03-26 01:32:36 main:574] : INFO : Epoch 1940 | loss: 0.0311858 | val_loss: 0.0311928 | Time: 11432.6 ms [2022-03-26 01:32:48 main:574] : INFO : Epoch 1941 | loss: 0.0311856 | val_loss: 0.031193 | Time: 11220.2 ms [2022-03-26 01:32:59 main:574] : INFO : Epoch 1942 | loss: 0.031185 | val_loss: 0.0311962 | Time: 11369.8 ms [2022-03-26 01:33:10 main:574] : INFO : Epoch 1943 | loss: 0.0311842 | val_loss: 0.0311942 | Time: 11015.7 ms [2022-03-26 01:33:21 main:574] : INFO : Epoch 1944 | loss: 0.0311841 | val_loss: 0.0311932 | Time: 11235.7 ms [2022-03-26 01:33:33 main:574] : INFO : Epoch 1945 | loss: 0.031183 | val_loss: 0.0311918 | Time: 11213.2 ms [2022-03-26 01:33:43 main:574] : INFO : Epoch 1946 | loss: 0.0311833 | val_loss: 0.0311953 | Time: 10889.5 ms [2022-03-26 01:33:54 main:574] : INFO : Epoch 1947 | loss: 0.0311856 | val_loss: 0.031195 | Time: 10997.8 ms [2022-03-26 01:34:05 main:574] : INFO : Epoch 1948 | loss: 0.0311845 | val_loss: 0.0311968 | Time: 10967.3 ms [2022-03-26 01:34:17 main:574] : INFO : Epoch 1949 | loss: 0.0311848 | val_loss: 0.0311948 | Time: 11565.6 ms [2022-03-26 01:34:28 main:574] : INFO : Epoch 1950 | loss: 0.0311847 | val_loss: 0.0311929 | Time: 11384.7 ms [2022-03-26 01:34:39 main:574] : INFO : Epoch 1951 | loss: 0.0311832 | val_loss: 0.0311932 | Time: 10860.6 ms [2022-03-26 01:34:50 main:574] : INFO : Epoch 1952 | loss: 0.0311837 | val_loss: 0.0311925 | Time: 10995.3 ms [2022-03-26 01:35:02 main:574] : INFO : Epoch 1953 | loss: 0.0311829 | val_loss: 0.0311943 | Time: 11191.8 ms [2022-03-26 01:35:12 main:574] : INFO : Epoch 1954 | loss: 0.031191 | val_loss: 0.0311974 | Time: 10946.9 ms [2022-03-26 01:35:24 main:574] : INFO : Epoch 1955 | loss: 0.0311943 | val_loss: 0.0311993 | Time: 11483.7 ms [2022-03-26 01:35:35 main:574] : INFO : Epoch 1956 | loss: 0.0311948 | val_loss: 0.0311974 | Time: 11131.7 ms [2022-03-26 01:35:46 main:574] : INFO : Epoch 1957 | loss: 0.0311918 | val_loss: 0.031195 | Time: 10857.9 ms [2022-03-26 01:35:57 main:574] : INFO : Epoch 1958 | loss: 0.0311905 | val_loss: 0.0311942 | Time: 10820.7 ms [2022-03-26 01:36:08 main:574] : INFO : Epoch 1959 | loss: 0.0311909 | val_loss: 0.0311954 | Time: 11138.9 ms [2022-03-26 01:36:19 main:574] : INFO : Epoch 1960 | loss: 0.0311902 | val_loss: 0.0311954 | Time: 10899 ms [2022-03-26 01:36:30 main:574] : INFO : Epoch 1961 | loss: 0.03119 | val_loss: 0.0311954 | Time: 11097.7 ms [2022-03-26 01:36:41 main:574] : INFO : Epoch 1962 | loss: 0.0311898 | val_loss: 0.0311948 | Time: 10822.8 ms [2022-03-26 01:36:52 main:574] : INFO : Epoch 1963 | loss: 0.0311903 | val_loss: 0.031195 | Time: 11114.3 ms [2022-03-26 01:37:03 main:574] : INFO : Epoch 1964 | loss: 0.0311902 | val_loss: 0.0311964 | Time: 11060.1 ms [2022-03-26 01:37:14 main:574] : INFO : Epoch 1965 | loss: 0.0311923 | val_loss: 0.0311948 | Time: 10977.8 ms [2022-03-26 01:37:25 main:574] : INFO : Epoch 1966 | loss: 0.0311907 | val_loss: 0.0311976 | Time: 11096.2 ms [2022-03-26 01:37:36 main:574] : INFO : Epoch 1967 | loss: 0.0311884 | val_loss: 0.0311963 | Time: 11186.7 ms [2022-03-26 01:37:47 main:574] : INFO : Epoch 1968 | loss: 0.0311876 | val_loss: 0.0311941 | Time: 10748 ms [2022-03-26 01:37:58 main:574] : INFO : Epoch 1969 | loss: 0.0311873 | val_loss: 0.031195 | Time: 10902.4 ms [2022-03-26 01:38:09 main:574] : INFO : Epoch 1970 | loss: 0.0311876 | val_loss: 0.031195 | Time: 11139.6 ms [2022-03-26 01:38:20 main:574] : INFO : Epoch 1971 | loss: 0.0311879 | val_loss: 0.0311941 | Time: 10956.6 ms [2022-03-26 01:38:31 main:574] : INFO : Epoch 1972 | loss: 0.0311877 | val_loss: 0.0311966 | Time: 10886.3 ms [2022-03-26 01:38:42 main:574] : INFO : Epoch 1973 | loss: 0.0311871 | val_loss: 0.031197 | Time: 11152.7 ms [2022-03-26 01:38:54 main:574] : INFO : Epoch 1974 | loss: 0.0311903 | val_loss: 0.0312001 | Time: 11757.8 ms [2022-03-26 01:39:06 main:574] : INFO : Epoch 1975 | loss: 0.0311906 | val_loss: 0.0311969 | Time: 11681.8 ms [2022-03-26 01:39:18 main:574] : INFO : Epoch 1976 | loss: 0.0311898 | val_loss: 0.0311971 | Time: 11936.4 ms [2022-03-26 01:39:30 main:574] : INFO : Epoch 1977 | loss: 0.0311908 | val_loss: 0.0311952 | Time: 11983.8 ms [2022-03-26 01:39:42 main:574] : INFO : Epoch 1978 | loss: 0.0311893 | val_loss: 0.0311949 | Time: 12162.1 ms [2022-03-26 01:39:55 main:574] : INFO : Epoch 1979 | loss: 0.0311895 | val_loss: 0.0311948 | Time: 12852.6 ms [2022-03-26 01:40:07 main:574] : INFO : Epoch 1980 | loss: 0.0311898 | val_loss: 0.0312011 | Time: 12046.4 ms [2022-03-26 01:40:18 main:574] : INFO : Epoch 1981 | loss: 0.03119 | val_loss: 0.0311988 | Time: 10875 ms [2022-03-26 01:40:29 main:574] : INFO : Epoch 1982 | loss: 0.0311889 | val_loss: 0.0311953 | Time: 10880.2 ms [2022-03-26 01:40:39 main:574] : INFO : Epoch 1983 | loss: 0.0311881 | val_loss: 0.0311999 | Time: 10720.6 ms [2022-03-26 01:40:50 main:574] : INFO : Epoch 1984 | loss: 0.0311888 | val_loss: 0.0311942 | Time: 10903.5 ms [2022-03-26 01:41:01 main:574] : INFO : Epoch 1985 | loss: 0.031187 | val_loss: 0.0311957 | Time: 10969.8 ms [2022-03-26 01:41:12 main:574] : INFO : Epoch 1986 | loss: 0.0311869 | val_loss: 0.031194 | Time: 10982.5 ms [2022-03-26 01:41:24 main:574] : INFO : Epoch 1987 | loss: 0.0311868 | val_loss: 0.0311962 | Time: 11244.5 ms [2022-03-26 01:41:35 main:574] : INFO : Epoch 1988 | loss: 0.0311868 | val_loss: 0.0311946 | Time: 11153.2 ms [2022-03-26 01:41:46 main:574] : INFO : Epoch 1989 | loss: 0.0311875 | val_loss: 0.0311949 | Time: 10808.2 ms [2022-03-26 01:41:56 main:574] : INFO : Epoch 1990 | loss: 0.0311905 | val_loss: 0.0311962 | Time: 10870.8 ms [2022-03-26 01:42:08 main:574] : INFO : Epoch 1991 | loss: 0.0311905 | val_loss: 0.0311934 | Time: 11019.1 ms [2022-03-26 01:42:19 main:574] : INFO : Epoch 1992 | loss: 0.0311877 | val_loss: 0.0311986 | Time: 11183.5 ms [2022-03-26 01:42:30 main:574] : INFO : Epoch 1993 | loss: 0.0311864 | val_loss: 0.0311938 | Time: 10860.2 ms [2022-03-26 01:42:41 main:574] : INFO : Epoch 1994 | loss: 0.0311853 | val_loss: 0.0311969 | Time: 11001.2 ms [2022-03-26 01:42:52 main:574] : INFO : Epoch 1995 | loss: 0.0311864 | val_loss: 0.0311975 | Time: 11055.5 ms [2022-03-26 01:43:03 main:574] : INFO : Epoch 1996 | loss: 0.0311863 | val_loss: 0.0311952 | Time: 10800.2 ms [2022-03-26 01:43:13 main:574] : INFO : Epoch 1997 | loss: 0.031188 | val_loss: 0.0311965 | Time: 10511.9 ms [2022-03-26 01:43:24 main:574] : INFO : Epoch 1998 | loss: 0.031185 | val_loss: 0.0311959 | Time: 10861.3 ms [2022-03-26 01:43:35 main:574] : INFO : Epoch 1999 | loss: 0.031185 | val_loss: 0.0311956 | Time: 10800.5 ms [2022-03-26 01:43:46 main:574] : INFO : Epoch 2000 | loss: 0.0311852 | val_loss: 0.0311939 | Time: 10928.7 ms [2022-03-26 01:43:57 main:574] : INFO : Epoch 2001 | loss: 0.0311854 | val_loss: 0.0311937 | Time: 10762.6 ms [2022-03-26 01:44:08 main:574] : INFO : Epoch 2002 | loss: 0.0311851 | val_loss: 0.0311947 | Time: 11105.4 ms [2022-03-26 01:44:19 main:574] : INFO : Epoch 2003 | loss: 0.0311874 | val_loss: 0.0311946 | Time: 11040 ms [2022-03-26 01:44:30 main:574] : INFO : Epoch 2004 | loss: 0.0311862 | val_loss: 0.0311944 | Time: 11119.4 ms [2022-03-26 01:44:41 main:574] : INFO : Epoch 2005 | loss: 0.0311854 | val_loss: 0.031195 | Time: 11050.3 ms [2022-03-26 01:44:52 main:574] : INFO : Epoch 2006 | loss: 0.0311857 | val_loss: 0.0311932 | Time: 11241.4 ms [2022-03-26 01:45:03 main:574] : INFO : Epoch 2007 | loss: 0.0311846 | val_loss: 0.0311951 | Time: 10644.8 ms [2022-03-26 01:45:14 main:574] : INFO : Epoch 2008 | loss: 0.031188 | val_loss: 0.0311957 | Time: 10718.1 ms [2022-03-26 01:45:25 main:574] : INFO : Epoch 2009 | loss: 0.0311856 | val_loss: 0.031193 | Time: 11119.9 ms [2022-03-26 01:45:37 main:574] : INFO : Epoch 2010 | loss: 0.0311857 | val_loss: 0.0311942 | Time: 12049.1 ms [2022-03-26 01:45:49 main:574] : INFO : Epoch 2011 | loss: 0.0311854 | val_loss: 0.0311936 | Time: 12185.2 ms [2022-03-26 01:46:01 main:574] : INFO : Epoch 2012 | loss: 0.0311849 | val_loss: 0.0311934 | Time: 11646.4 ms [2022-03-26 01:46:12 main:574] : INFO : Epoch 2013 | loss: 0.031186 | val_loss: 0.0311949 | Time: 11613.1 ms [2022-03-26 01:46:25 main:574] : INFO : Epoch 2014 | loss: 0.0311864 | val_loss: 0.0311929 | Time: 12186 ms [2022-03-26 01:46:36 main:574] : INFO : Epoch 2015 | loss: 0.0311861 | val_loss: 0.0311955 | Time: 11904.3 ms [2022-03-26 01:46:49 main:574] : INFO : Epoch 2016 | loss: 0.0311878 | val_loss: 0.0311943 | Time: 12174.5 ms [2022-03-26 01:47:01 main:574] : INFO : Epoch 2017 | loss: 0.0311879 | val_loss: 0.0311951 | Time: 12004.5 ms [2022-03-26 01:47:13 main:574] : INFO : Epoch 2018 | loss: 0.0311907 | val_loss: 0.0311938 | Time: 11744.8 ms [2022-03-26 01:47:25 main:574] : INFO : Epoch 2019 | loss: 0.0311903 | val_loss: 0.0311943 | Time: 12193.5 ms [2022-03-26 01:47:37 main:574] : INFO : Epoch 2020 | loss: 0.0311892 | val_loss: 0.0311978 | Time: 12344.9 ms [2022-03-26 01:47:49 main:574] : INFO : Epoch 2021 | loss: 0.0311888 | val_loss: 0.0311952 | Time: 12021.3 ms [2022-03-26 01:48:01 main:574] : INFO : Epoch 2022 | loss: 0.0311874 | val_loss: 0.0311938 | Time: 12175.3 ms [2022-03-26 01:48:13 main:574] : INFO : Epoch 2023 | loss: 0.0311874 | val_loss: 0.0311936 | Time: 11873.4 ms [2022-03-26 01:48:26 main:574] : INFO : Epoch 2024 | loss: 0.0311876 | val_loss: 0.0311973 | Time: 12264 ms [2022-03-26 01:48:38 main:574] : INFO : Epoch 2025 | loss: 0.0311893 | val_loss: 0.0311977 | Time: 12217.5 ms [2022-03-26 01:48:49 main:574] : INFO : Epoch 2026 | loss: 0.0311899 | val_loss: 0.0311999 | Time: 10767.4 ms [2022-03-26 01:48:59 main:574] : INFO : Epoch 2027 | loss: 0.0311885 | val_loss: 0.0311964 | Time: 10661.6 ms [2022-03-26 01:49:10 main:574] : INFO : Epoch 2028 | loss: 0.0311879 | val_loss: 0.0311984 | Time: 10742.6 ms [2022-03-26 01:49:21 main:574] : INFO : Epoch 2029 | loss: 0.0311895 | val_loss: 0.0311986 | Time: 10946.7 ms [2022-03-26 01:49:32 main:574] : INFO : Epoch 2030 | loss: 0.0311882 | val_loss: 0.0311978 | Time: 11127.5 ms [2022-03-26 01:49:43 main:574] : INFO : Epoch 2031 | loss: 0.0311879 | val_loss: 0.0311974 | Time: 10869 ms [2022-03-26 01:49:54 main:574] : INFO : Epoch 2032 | loss: 0.0311912 | val_loss: 0.0312007 | Time: 10707.7 ms [2022-03-26 01:50:05 main:574] : INFO : Epoch 2033 | loss: 0.0311917 | val_loss: 0.0311983 | Time: 11139.9 ms [2022-03-26 01:50:16 main:574] : INFO : Epoch 2034 | loss: 0.0311925 | val_loss: 0.0311999 | Time: 11215.3 ms [2022-03-26 01:50:29 main:574] : INFO : Epoch 2035 | loss: 0.031189 | val_loss: 0.0311999 | Time: 12654.9 ms [2022-03-26 01:50:40 main:574] : INFO : Epoch 2036 | loss: 0.0311914 | val_loss: 0.0311982 | Time: 11633.6 ms [2022-03-26 01:50:51 main:574] : INFO : Epoch 2037 | loss: 0.0311914 | val_loss: 0.0311988 | Time: 10478.5 ms [2022-03-26 01:51:02 main:574] : INFO : Epoch 2038 | loss: 0.0311916 | val_loss: 0.0312018 | Time: 10804 ms [2022-03-26 01:51:13 main:574] : INFO : Epoch 2039 | loss: 0.0311902 | val_loss: 0.0311989 | Time: 11271.3 ms [2022-03-26 01:51:25 main:574] : INFO : Epoch 2040 | loss: 0.0311917 | val_loss: 0.0311983 | Time: 11531.1 ms [2022-03-26 01:51:36 main:574] : INFO : Epoch 2041 | loss: 0.0311902 | val_loss: 0.0312 | Time: 10892.5 ms [2022-03-26 01:51:47 main:574] : INFO : Epoch 2042 | loss: 0.0311931 | val_loss: 0.0312081 | Time: 11387.2 ms [2022-03-26 01:51:58 main:574] : INFO : Epoch 2043 | loss: 0.0312057 | val_loss: 0.0312072 | Time: 10949.4 ms [2022-03-26 01:52:09 main:574] : INFO : Epoch 2044 | loss: 0.0312055 | val_loss: 0.0312079 | Time: 11002.6 ms [2022-03-26 01:52:20 main:574] : INFO : Epoch 2045 | loss: 0.0312012 | val_loss: 0.0312036 | Time: 11138.5 ms [2022-03-26 01:52:31 main:574] : INFO : Epoch 2046 | loss: 0.0311996 | val_loss: 0.0312005 | Time: 11311 ms [2022-03-26 01:52:42 main:574] : INFO : Epoch 2047 | loss: 0.0312028 | val_loss: 0.0312105 | Time: 10759.6 ms [2022-03-26 01:52:53 main:574] : INFO : Epoch 2048 | loss: 0.0312048 | val_loss: 0.0312093 | Time: 10977.5 ms [2022-03-26 01:52:53 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312093 [2022-03-26 01:52:53 main:603] : INFO : Saving end state to config to file [2022-03-26 01:52:53 main:608] : INFO : Success, exiting.. 01:52:53 (29456): 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)