Task 14086709
| Name | ParityModified-1647046618-9502-2-0_0 |
| Workunit | 11155204 |
| Created | 30 Mar 2022, 10:28:15 UTC |
| Sent | 3 Apr 2022, 15:07:08 UTC |
| Report deadline | 11 Apr 2022, 15:07:08 UTC |
| Received | 7 Apr 2022, 23:51:08 UTC |
| Server state | Over |
| Outcome | Validate error |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8379 |
| Run time | 2 hours 36 min 27 sec |
| CPU time | 2 hours 34 min 32 sec |
| Validate state | Invalid |
| Credit | 0.00 |
| Device peak FLOPS | 1,179.24 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.57 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1526 | loss: 0.0311885 | val_loss: 0.0311946 | Time: 4568.58 ms
[2022-04-08 01:11:03 main:574] : INFO : Epoch 1527 | loss: 0.0311905 | val_loss: 0.031199 | Time: 4570.55 ms
[2022-04-08 01:11:08 main:574] : INFO : Epoch 1528 | loss: 0.0311891 | val_loss: 0.0311933 | Time: 4595.7 ms
[2022-04-08 01:11:12 main:574] : INFO : Epoch 1529 | loss: 0.0311872 | val_loss: 0.0311935 | Time: 4498.28 ms
[2022-04-08 01:11:17 main:574] : INFO : Epoch 1530 | loss: 0.0311873 | val_loss: 0.0311921 | Time: 4577.47 ms
[2022-04-08 01:11:21 main:574] : INFO : Epoch 1531 | loss: 0.0311877 | val_loss: 0.0311929 | Time: 4560.61 ms
[2022-04-08 01:11:26 main:574] : INFO : Epoch 1532 | loss: 0.0311875 | val_loss: 0.0311923 | Time: 4602.37 ms
[2022-04-08 01:11:30 main:574] : INFO : Epoch 1533 | loss: 0.0311869 | val_loss: 0.0311921 | Time: 4488.03 ms
[2022-04-08 01:11:35 main:574] : INFO : Epoch 1534 | loss: 0.0311875 | val_loss: 0.0311917 | Time: 4524.47 ms
[2022-04-08 01:11:39 main:574] : INFO : Epoch 1535 | loss: 0.0311904 | val_loss: 0.0312019 | Time: 4595.49 ms
[2022-04-08 01:11:44 main:574] : INFO : Epoch 1536 | loss: 0.0311959 | val_loss: 0.0311988 | Time: 4512.82 ms
[2022-04-08 01:11:49 main:574] : INFO : Epoch 1537 | loss: 0.0311941 | val_loss: 0.0311968 | Time: 4635 ms
[2022-04-08 01:11:53 main:574] : INFO : Epoch 1538 | loss: 0.0311928 | val_loss: 0.0311956 | Time: 4601.83 ms
[2022-04-08 01:11:58 main:574] : INFO : Epoch 1539 | loss: 0.0311916 | val_loss: 0.0311961 | Time: 4581.26 ms
[2022-04-08 01:12:02 main:574] : INFO : Epoch 1540 | loss: 0.0311921 | val_loss: 0.031196 | Time: 4599.23 ms
[2022-04-08 01:12:07 main:574] : INFO : Epoch 1541 | loss: 0.0311914 | val_loss: 0.0311947 | Time: 4548.16 ms
[2022-04-08 01:12:11 main:574] : INFO : Epoch 1542 | loss: 0.031191 | val_loss: 0.031196 | Time: 4554.99 ms
[2022-04-08 01:12:16 main:574] : INFO : Epoch 1543 | loss: 0.0311927 | val_loss: 0.0311983 | Time: 4643.26 ms
[2022-04-08 01:12:21 main:574] : INFO : Epoch 1544 | loss: 0.031197 | val_loss: 0.0311973 | Time: 4509.28 ms
[2022-04-08 01:12:25 main:574] : INFO : Epoch 1545 | loss: 0.031196 | val_loss: 0.0311961 | Time: 4584.78 ms
[2022-04-08 01:12:30 main:574] : INFO : Epoch 1546 | loss: 0.0311951 | val_loss: 0.0311958 | Time: 4535.05 ms
[2022-04-08 01:12:34 main:574] : INFO : Epoch 1547 | loss: 0.0311942 | val_loss: 0.0311963 | Time: 4573.53 ms
[2022-04-08 01:12:39 main:574] : INFO : Epoch 1548 | loss: 0.0311952 | val_loss: 0.0311966 | Time: 4561.87 ms
[2022-04-08 01:12:44 main:574] : INFO : Epoch 1549 | loss: 0.0311937 | val_loss: 0.0311952 | Time: 4587.39 ms
[2022-04-08 01:12:48 main:574] : INFO : Epoch 1550 | loss: 0.0311934 | val_loss: 0.0311954 | Time: 4609.24 ms
[2022-04-08 01:12:53 main:574] : INFO : Epoch 1551 | loss: 0.0311938 | val_loss: 0.031197 | Time: 4537.69 ms
[2022-04-08 01:12:57 main:574] : INFO : Epoch 1552 | loss: 0.0311937 | val_loss: 0.0311974 | Time: 4606.5 ms
[2022-04-08 01:13:02 main:574] : INFO : Epoch 1553 | loss: 0.0311925 | val_loss: 0.0311955 | Time: 4603.74 ms
[2022-04-08 01:13:06 main:574] : INFO : Epoch 1554 | loss: 0.0311919 | val_loss: 0.0311974 | Time: 4561.74 ms
[2022-04-08 01:13:11 main:574] : INFO : Epoch 1555 | loss: 0.0311925 | val_loss: 0.031196 | Time: 4600.81 ms
[2022-04-08 01:13:16 main:574] : INFO : Epoch 1556 | loss: 0.0311919 | val_loss: 0.0311962 | Time: 4557.4 ms
[2022-04-08 01:13:20 main:574] : INFO : Epoch 1557 | loss: 0.0311915 | val_loss: 0.0311953 | Time: 4597.92 ms
[2022-04-08 01:13:25 main:574] : INFO : Epoch 1558 | loss: 0.0311916 | val_loss: 0.0311955 | Time: 4573.71 ms
[2022-04-08 01:13:29 main:574] : INFO : Epoch 1559 | loss: 0.0311906 | val_loss: 0.0311953 | Time: 4535.23 ms
[2022-04-08 01:13:34 main:574] : INFO : Epoch 1560 | loss: 0.0311927 | val_loss: 0.0311964 | Time: 4570.54 ms
[2022-04-08 01:13:38 main:574] : INFO : Epoch 1561 | loss: 0.0311914 | val_loss: 0.031198 | Time: 4545.42 ms
[2022-04-08 01:13:43 main:574] : INFO : Epoch 1562 | loss: 0.0311912 | val_loss: 0.0311985 | Time: 4561.44 ms
[2022-04-08 01:13:48 main:574] : INFO : Epoch 1563 | loss: 0.0311902 | val_loss: 0.0311963 | Time: 4547.95 ms
[2022-04-08 01:13:52 main:574] : INFO : Epoch 1564 | loss: 0.0311899 | val_loss: 0.0311948 | Time: 4726.87 ms
[2022-04-08 01:13:57 main:574] : INFO : Epoch 1565 | loss: 0.0311894 | val_loss: 0.0311948 | Time: 4992.27 ms
[2022-04-08 01:14:02 main:574] : INFO : Epoch 1566 | loss: 0.0311894 | val_loss: 0.0311944 | Time: 4573.02 ms
[2022-04-08 01:14:07 main:574] : INFO : Epoch 1567 | loss: 0.0311895 | val_loss: 0.0311942 | Time: 4621.72 ms
[2022-04-08 01:14:11 main:574] : INFO : Epoch 1568 | loss: 0.0311923 | val_loss: 0.0311961 | Time: 4575.08 ms
[2022-04-08 01:14:16 main:574] : INFO : Epoch 1569 | loss: 0.0311905 | val_loss: 0.0311942 | Time: 4582.35 ms
[2022-04-08 01:14:20 main:574] : INFO : Epoch 1570 | loss: 0.0311884 | val_loss: 0.031194 | Time: 4596.59 ms
[2022-04-08 01:14:25 main:574] : INFO : Epoch 1571 | loss: 0.031189 | val_loss: 0.031196 | Time: 4556.83 ms
[2022-04-08 01:14:29 main:574] : INFO : Epoch 1572 | loss: 0.0311893 | val_loss: 0.0312009 | Time: 4542.53 ms
[2022-04-08 01:14:34 main:574] : INFO : Epoch 1573 | loss: 0.0311893 | val_loss: 0.0311949 | Time: 4552.86 ms
[2022-04-08 01:14:39 main:574] : INFO : Epoch 1574 | loss: 0.0311884 | val_loss: 0.0311936 | Time: 4584.31 ms
[2022-04-08 01:14:43 main:574] : INFO : Epoch 1575 | loss: 0.0311874 | val_loss: 0.0311932 | Time: 4555.82 ms
[2022-04-08 01:14:48 main:574] : INFO : Epoch 1576 | loss: 0.0311873 | val_loss: 0.0311941 | Time: 4526.5 ms
[2022-04-08 01:14:52 main:574] : INFO : Epoch 1577 | loss: 0.0311877 | val_loss: 0.0311959 | Time: 4569.37 ms
[2022-04-08 01:14:57 main:574] : INFO : Epoch 1578 | loss: 0.0311885 | val_loss: 0.0311939 | Time: 4568.52 ms
[2022-04-08 01:15:01 main:574] : INFO : Epoch 1579 | loss: 0.0311872 | val_loss: 0.0311944 | Time: 4627.25 ms
[2022-04-08 01:15:07 main:574] : INFO : Epoch 1580 | loss: 0.0311867 | val_loss: 0.0311932 | Time: 5127.83 ms
[2022-04-08 01:15:11 main:574] : INFO : Epoch 1581 | loss: 0.0311863 | val_loss: 0.0311925 | Time: 4668.98 ms
[2022-04-08 01:15:16 main:574] : INFO : Epoch 1582 | loss: 0.0311868 | val_loss: 0.0311937 | Time: 4543.25 ms
[2022-04-08 01:15:20 main:574] : INFO : Epoch 1583 | loss: 0.0311865 | val_loss: 0.0311953 | Time: 4596.89 ms
[2022-04-08 01:15:25 main:574] : INFO : Epoch 1584 | loss: 0.0311867 | val_loss: 0.0311942 | Time: 4599.22 ms
[2022-04-08 01:15:30 main:574] : INFO : Epoch 1585 | loss: 0.0311876 | val_loss: 0.0311933 | Time: 4599.85 ms
[2022-04-08 01:15:34 main:574] : INFO : Epoch 1586 | loss: 0.031188 | val_loss: 0.0311938 | Time: 4588.83 ms
[2022-04-08 01:15:39 main:574] : INFO : Epoch 1587 | loss: 0.0311864 | val_loss: 0.031193 | Time: 4603.88 ms
[2022-04-08 01:15:43 main:574] : INFO : Epoch 1588 | loss: 0.0311855 | val_loss: 0.0311928 | Time: 4600.7 ms
[2022-04-08 01:15:48 main:574] : INFO : Epoch 1589 | loss: 0.0311854 | val_loss: 0.0311936 | Time: 4601.39 ms
[2022-04-08 01:15:53 main:574] : INFO : Epoch 1590 | loss: 0.0311862 | val_loss: 0.0311952 | Time: 4632.12 ms
[2022-04-08 01:15:57 main:574] : INFO : Epoch 1591 | loss: 0.0311877 | val_loss: 0.031196 | Time: 4600.43 ms
[2022-04-08 01:16:02 main:574] : INFO : Epoch 1592 | loss: 0.0311875 | val_loss: 0.0311943 | Time: 4581.59 ms
[2022-04-08 01:16:07 main:574] : INFO : Epoch 1593 | loss: 0.0311861 | val_loss: 0.0311929 | Time: 4696.75 ms
[2022-04-08 01:16:11 main:574] : INFO : Epoch 1594 | loss: 0.0311853 | val_loss: 0.0311935 | Time: 4589.88 ms
[2022-04-08 01:16:16 main:574] : INFO : Epoch 1595 | loss: 0.0311845 | val_loss: 0.0311947 | Time: 4624.38 ms
[2022-04-08 01:16:20 main:574] : INFO : Epoch 1596 | loss: 0.0311855 | val_loss: 0.0311945 | Time: 4668.05 ms
[2022-04-08 01:16:25 main:574] : INFO : Epoch 1597 | loss: 0.0311847 | val_loss: 0.0311933 | Time: 4617.76 ms
[2022-04-08 01:16:30 main:574] : INFO : Epoch 1598 | loss: 0.0311847 | val_loss: 0.0311936 | Time: 4548.3 ms
[2022-04-08 01:16:34 main:574] : INFO : Epoch 1599 | loss: 0.0311847 | val_loss: 0.0311945 | Time: 4552.78 ms
[2022-04-08 01:16:39 main:574] : INFO : Epoch 1600 | loss: 0.0311845 | val_loss: 0.0311934 | Time: 4669.36 ms
[2022-04-08 01:16:43 main:574] : INFO : Epoch 1601 | loss: 0.0311848 | val_loss: 0.0311928 | Time: 4609.87 ms
[2022-04-08 01:16:48 main:574] : INFO : Epoch 1602 | loss: 0.0311842 | val_loss: 0.0311924 | Time: 4555.25 ms
[2022-04-08 01:16:53 main:574] : INFO : Epoch 1603 | loss: 0.0311843 | val_loss: 0.0311942 | Time: 4616.13 ms
[2022-04-08 01:16:57 main:574] : INFO : Epoch 1604 | loss: 0.0311841 | val_loss: 0.031193 | Time: 4609.33 ms
[2022-04-08 01:17:02 main:574] : INFO : Epoch 1605 | loss: 0.0311843 | val_loss: 0.0311936 | Time: 4592.55 ms
[2022-04-08 01:17:06 main:574] : INFO : Epoch 1606 | loss: 0.0311858 | val_loss: 0.0311986 | Time: 4616.01 ms
[2022-04-08 01:17:11 main:574] : INFO : Epoch 1607 | loss: 0.0311864 | val_loss: 0.0311935 | Time: 4572.29 ms
[2022-04-08 01:17:16 main:574] : INFO : Epoch 1608 | loss: 0.0311842 | val_loss: 0.0311929 | Time: 4542.58 ms
[2022-04-08 01:17:20 main:574] : INFO : Epoch 1609 | loss: 0.0311844 | val_loss: 0.0311961 | Time: 4528.82 ms
[2022-04-08 01:17:25 main:574] : INFO : Epoch 1610 | loss: 0.0311854 | val_loss: 0.0311943 | Time: 4534.66 ms
[2022-04-08 01:17:29 main:574] : INFO : Epoch 1611 | loss: 0.0311841 | val_loss: 0.0311926 | Time: 4569.56 ms
[2022-04-08 01:17:34 main:574] : INFO : Epoch 1612 | loss: 0.0311849 | val_loss: 0.0311938 | Time: 4566.72 ms
[2022-04-08 01:17:38 main:574] : INFO : Epoch 1613 | loss: 0.0311856 | val_loss: 0.0311923 | Time: 4554.23 ms
[2022-04-08 01:17:43 main:574] : INFO : Epoch 1614 | loss: 0.0311848 | val_loss: 0.0311929 | Time: 4498.41 ms
[2022-04-08 01:17:47 main:574] : INFO : Epoch 1615 | loss: 0.0311846 | val_loss: 0.0311931 | Time: 4623.22 ms
[2022-04-08 01:17:52 main:574] : INFO : Epoch 1616 | loss: 0.0311839 | val_loss: 0.0311932 | Time: 4601.31 ms
[2022-04-08 01:17:57 main:574] : INFO : Epoch 1617 | loss: 0.0311852 | val_loss: 0.0311937 | Time: 4516.21 ms
[2022-04-08 01:18:01 main:574] : INFO : Epoch 1618 | loss: 0.0311843 | val_loss: 0.0311927 | Time: 4566.71 ms
[2022-04-08 01:18:06 main:574] : INFO : Epoch 1619 | loss: 0.0311845 | val_loss: 0.0311951 | Time: 4598.44 ms
[2022-04-08 01:18:10 main:574] : INFO : Epoch 1620 | loss: 0.0311847 | val_loss: 0.0311919 | Time: 4586.49 ms
[2022-04-08 01:18:15 main:574] : INFO : Epoch 1621 | loss: 0.0311838 | val_loss: 0.0311947 | Time: 4607.37 ms
[2022-04-08 01:18:20 main:574] : INFO : Epoch 1622 | loss: 0.0311845 | val_loss: 0.031192 | Time: 4664.87 ms
[2022-04-08 01:18:24 main:574] : INFO : Epoch 1623 | loss: 0.0311871 | val_loss: 0.0311963 | Time: 4568.74 ms
[2022-04-08 01:18:29 main:574] : INFO : Epoch 1624 | loss: 0.0311899 | val_loss: 0.0311986 | Time: 4568.42 ms
[2022-04-08 01:18:33 main:574] : INFO : Epoch 1625 | loss: 0.0311896 | val_loss: 0.0311956 | Time: 4572.63 ms
[2022-04-08 01:18:38 main:574] : INFO : Epoch 1626 | loss: 0.0311874 | val_loss: 0.0311913 | Time: 4660.09 ms
[2022-04-08 01:18:43 main:574] : INFO : Epoch 1627 | loss: 0.0311873 | val_loss: 0.0311912 | Time: 4618.6 ms
[2022-04-08 01:18:47 main:574] : INFO : Epoch 1628 | loss: 0.0311858 | val_loss: 0.0311937 | Time: 4630.31 ms
[2022-04-08 01:18:52 main:574] : INFO : Epoch 1629 | loss: 0.0311871 | val_loss: 0.0311938 | Time: 4564.58 ms
[2022-04-08 01:18:56 main:574] : INFO : Epoch 1630 | loss: 0.0311876 | val_loss: 0.0311912 | Time: 4567.15 ms
[2022-04-08 01:19:01 main:574] : INFO : Epoch 1631 | loss: 0.0311857 | val_loss: 0.0311926 | Time: 4541 ms
[2022-04-08 01:19:06 main:574] : INFO : Epoch 1632 | loss: 0.0311855 | val_loss: 0.0311914 | Time: 4629.02 ms
[2022-04-08 01:19:10 main:574] : INFO : Epoch 1633 | loss: 0.0311847 | val_loss: 0.0311918 | Time: 4547.79 ms
[2022-04-08 01:19:15 main:574] : INFO : Epoch 1634 | loss: 0.0311848 | val_loss: 0.0311913 | Time: 4626.66 ms
[2022-04-08 01:19:19 main:574] : INFO : Epoch 1635 | loss: 0.0311854 | val_loss: 0.0311923 | Time: 4543.22 ms
[2022-04-08 01:19:24 main:574] : INFO : Epoch 1636 | loss: 0.0311859 | val_loss: 0.0311945 | Time: 4541.45 ms
[2022-04-08 01:19:28 main:574] : INFO : Epoch 1637 | loss: 0.0311853 | val_loss: 0.0311916 | Time: 4608.29 ms
[2022-04-08 01:19:33 main:574] : INFO : Epoch 1638 | loss: 0.0311847 | val_loss: 0.031193 | Time: 4591.47 ms
[2022-04-08 01:19:38 main:574] : INFO : Epoch 1639 | loss: 0.0311854 | val_loss: 0.0311919 | Time: 4626.68 ms
[2022-04-08 01:19:42 main:574] : INFO : Epoch 1640 | loss: 0.0311853 | val_loss: 0.031192 | Time: 4482.61 ms
[2022-04-08 01:19:47 main:574] : INFO : Epoch 1641 | loss: 0.0311879 | val_loss: 0.0311968 | Time: 4629.8 ms
[2022-04-08 01:19:51 main:574] : INFO : Epoch 1642 | loss: 0.0311892 | val_loss: 0.0311923 | Time: 4608.46 ms
[2022-04-08 01:19:56 main:574] : INFO : Epoch 1643 | loss: 0.0311885 | val_loss: 0.0311931 | Time: 4561.04 ms
[2022-04-08 01:20:01 main:574] : INFO : Epoch 1644 | loss: 0.0311878 | val_loss: 0.0311937 | Time: 4642.48 ms
[2022-04-08 01:20:05 main:574] : INFO : Epoch 1645 | loss: 0.0311861 | val_loss: 0.0311939 | Time: 4565.66 ms
[2022-04-08 01:20:10 main:574] : INFO : Epoch 1646 | loss: 0.0311859 | val_loss: 0.0311937 | Time: 4693.26 ms
[2022-04-08 01:20:14 main:574] : INFO : Epoch 1647 | loss: 0.031187 | val_loss: 0.0311937 | Time: 4582.19 ms
[2022-04-08 01:20:19 main:574] : INFO : Epoch 1648 | loss: 0.0311855 | val_loss: 0.031193 | Time: 4661.43 ms
[2022-04-08 01:20:24 main:574] : INFO : Epoch 1649 | loss: 0.0311847 | val_loss: 0.0311914 | Time: 4569.5 ms
[2022-04-08 01:20:28 main:574] : INFO : Epoch 1650 | loss: 0.031184 | val_loss: 0.0311917 | Time: 4571.23 ms
[2022-04-08 01:20:33 main:574] : INFO : Epoch 1651 | loss: 0.0311844 | val_loss: 0.0311933 | Time: 4581.53 ms
[2022-04-08 01:20:37 main:574] : INFO : Epoch 1652 | loss: 0.0311839 | val_loss: 0.0311917 | Time: 4508.67 ms
[2022-04-08 01:20:42 main:574] : INFO : Epoch 1653 | loss: 0.0311843 | val_loss: 0.0311941 | Time: 4518.65 ms
[2022-04-08 01:20:47 main:574] : INFO : Epoch 1654 | loss: 0.0311845 | val_loss: 0.0311934 | Time: 4575.09 ms
[2022-04-08 01:20:51 main:574] : INFO : Epoch 1655 | loss: 0.0311851 | val_loss: 0.0311922 | Time: 4570.09 ms
[2022-04-08 01:20:56 main:574] : INFO : Epoch 1656 | loss: 0.0311855 | val_loss: 0.0311956 | Time: 4568.83 ms
[2022-04-08 01:21:00 main:574] : INFO : Epoch 1657 | loss: 0.0311855 | val_loss: 0.0311917 | Time: 4582.85 ms
[2022-04-08 01:21:05 main:574] : INFO : Epoch 1658 | loss: 0.0311841 | val_loss: 0.031193 | Time: 4585.27 ms
[2022-04-08 01:21:09 main:574] : INFO : Epoch 1659 | loss: 0.0311865 | val_loss: 0.0311958 | Time: 4600.37 ms
[2022-04-08 01:21:14 main:574] : INFO : Epoch 1660 | loss: 0.0311863 | val_loss: 0.0311944 | Time: 4579.2 ms
[2022-04-08 01:21:19 main:574] : INFO : Epoch 1661 | loss: 0.0311835 | val_loss: 0.0311914 | Time: 4574.04 ms
[2022-04-08 01:21:23 main:574] : INFO : Epoch 1662 | loss: 0.0311835 | val_loss: 0.031194 | Time: 4558.4 ms
[2022-04-08 01:21:28 main:574] : INFO : Epoch 1663 | loss: 0.0311853 | val_loss: 0.0311927 | Time: 4603.97 ms
[2022-04-08 01:21:32 main:574] : INFO : Epoch 1664 | loss: 0.031185 | val_loss: 0.0311962 | Time: 4679.38 ms
[2022-04-08 01:21:37 main:574] : INFO : Epoch 1665 | loss: 0.0311844 | val_loss: 0.031192 | Time: 4596.4 ms
[2022-04-08 01:21:42 main:574] : INFO : Epoch 1666 | loss: 0.0311831 | val_loss: 0.0311918 | Time: 4550.11 ms
[2022-04-08 01:21:46 main:574] : INFO : Epoch 1667 | loss: 0.0311836 | val_loss: 0.031192 | Time: 4564.82 ms
[2022-04-08 01:21:51 main:574] : INFO : Epoch 1668 | loss: 0.0311838 | val_loss: 0.0311944 | Time: 4594.88 ms
[2022-04-08 01:21:55 main:574] : INFO : Epoch 1669 | loss: 0.0311837 | val_loss: 0.0311907 | Time: 4525.15 ms
[2022-04-08 01:22:00 main:574] : INFO : Epoch 1670 | loss: 0.0311821 | val_loss: 0.031191 | Time: 4549.17 ms
[2022-04-08 01:22:05 main:574] : INFO : Epoch 1671 | loss: 0.0311828 | val_loss: 0.0311916 | Time: 4683.48 ms
[2022-04-08 01:22:09 main:574] : INFO : Epoch 1672 | loss: 0.0311834 | val_loss: 0.0311925 | Time: 4565.45 ms
[2022-04-08 01:22:14 main:574] : INFO : Epoch 1673 | loss: 0.0311822 | val_loss: 0.0311911 | Time: 4523.28 ms
[2022-04-08 01:22:18 main:574] : INFO : Epoch 1674 | loss: 0.0311821 | val_loss: 0.0311923 | Time: 4601.58 ms
[2022-04-08 01:22:23 main:574] : INFO : Epoch 1675 | loss: 0.0311835 | val_loss: 0.0311917 | Time: 4604.18 ms
[2022-04-08 01:22:27 main:574] : INFO : Epoch 1676 | loss: 0.0311832 | val_loss: 0.0311926 | Time: 4568.08 ms
[2022-04-08 01:22:32 main:574] : INFO : Epoch 1677 | loss: 0.0311828 | val_loss: 0.0311918 | Time: 4638.94 ms
[2022-04-08 01:22:37 main:574] : INFO : Epoch 1678 | loss: 0.0311827 | val_loss: 0.0311923 | Time: 4587.06 ms
[2022-04-08 01:22:41 main:574] : INFO : Epoch 1679 | loss: 0.0311826 | val_loss: 0.0311916 | Time: 4560.14 ms
[2022-04-08 01:22:46 main:574] : INFO : Epoch 1680 | loss: 0.031182 | val_loss: 0.0311919 | Time: 4585.69 ms
[2022-04-08 01:22:50 main:574] : INFO : Epoch 1681 | loss: 0.0311832 | val_loss: 0.031191 | Time: 4561.38 ms
[2022-04-08 01:22:55 main:574] : INFO : Epoch 1682 | loss: 0.0311817 | val_loss: 0.0311921 | Time: 4543.8 ms
[2022-04-08 01:23:00 main:574] : INFO : Epoch 1683 | loss: 0.0311831 | val_loss: 0.0311929 | Time: 4585.58 ms
[2022-04-08 01:23:04 main:574] : INFO : Epoch 1684 | loss: 0.0311844 | val_loss: 0.0311944 | Time: 4586.37 ms
[2022-04-08 01:23:09 main:574] : INFO : Epoch 1685 | loss: 0.0311828 | val_loss: 0.0311911 | Time: 4550.97 ms
[2022-04-08 01:23:13 main:574] : INFO : Epoch 1686 | loss: 0.0311821 | val_loss: 0.0311911 | Time: 4635.46 ms
[2022-04-08 01:23:18 main:574] : INFO : Epoch 1687 | loss: 0.0311822 | val_loss: 0.0311919 | Time: 4605.53 ms
[2022-04-08 01:23:23 main:574] : INFO : Epoch 1688 | loss: 0.0311821 | val_loss: 0.0311907 | Time: 4573.3 ms
[2022-04-08 01:23:28 main:574] : INFO : Epoch 1689 | loss: 0.0311817 | val_loss: 0.0311916 | Time: 5238.83 ms
[2022-04-08 01:23:33 main:574] : INFO : Epoch 1690 | loss: 0.031182 | val_loss: 0.0311925 | Time: 5298.44 ms
[2022-04-08 01:23:38 main:574] : INFO : Epoch 1691 | loss: 0.031182 | val_loss: 0.031193 | Time: 4547.4 ms
[2022-04-08 01:23:42 main:574] : INFO : Epoch 1692 | loss: 0.031183 | val_loss: 0.0311924 | Time: 4575.89 ms
[2022-04-08 01:23:47 main:574] : INFO : Epoch 1693 | loss: 0.0311835 | val_loss: 0.0311955 | Time: 4569.58 ms
[2022-04-08 01:23:51 main:574] : INFO : Epoch 1694 | loss: 0.0311839 | val_loss: 0.0311932 | Time: 4607.44 ms
[2022-04-08 01:23:56 main:574] : INFO : Epoch 1695 | loss: 0.0311836 | val_loss: 0.0312017 | Time: 4599.05 ms
[2022-04-08 01:24:01 main:574] : INFO : Epoch 1696 | loss: 0.0311825 | val_loss: 0.0311918 | Time: 4626.26 ms
[2022-04-08 01:24:05 main:574] : INFO : Epoch 1697 | loss: 0.0311821 | val_loss: 0.0311928 | Time: 4640.99 ms
[2022-04-08 01:24:10 main:574] : INFO : Epoch 1698 | loss: 0.0311817 | val_loss: 0.0311933 | Time: 4593.53 ms
[2022-04-08 01:24:15 main:574] : INFO : Epoch 1699 | loss: 0.0311821 | val_loss: 0.0311922 | Time: 4642.25 ms
[2022-04-08 01:24:19 main:574] : INFO : Epoch 1700 | loss: 0.0311816 | val_loss: 0.0311938 | Time: 4682.44 ms
[2022-04-08 01:24:24 main:574] : INFO : Epoch 1701 | loss: 0.0311838 | val_loss: 0.0311936 | Time: 4696.15 ms
[2022-04-08 01:24:29 main:574] : INFO : Epoch 1702 | loss: 0.0311823 | val_loss: 0.0311922 | Time: 4635.37 ms
[2022-04-08 01:24:33 main:574] : INFO : Epoch 1703 | loss: 0.0311811 | val_loss: 0.0311911 | Time: 4612.72 ms
[2022-04-08 01:24:38 main:574] : INFO : Epoch 1704 | loss: 0.0311818 | val_loss: 0.0311912 | Time: 4598.2 ms
[2022-04-08 01:24:42 main:574] : INFO : Epoch 1705 | loss: 0.0311828 | val_loss: 0.0311926 | Time: 4629.91 ms
[2022-04-08 01:24:47 main:574] : INFO : Epoch 1706 | loss: 0.0311838 | val_loss: 0.0311917 | Time: 4595.1 ms
[2022-04-08 01:24:52 main:574] : INFO : Epoch 1707 | loss: 0.0311833 | val_loss: 0.0311912 | Time: 4652.41 ms
[2022-04-08 01:24:56 main:574] : INFO : Epoch 1708 | loss: 0.0311825 | val_loss: 0.0311914 | Time: 4610.19 ms
[2022-04-08 01:25:01 main:574] : INFO : Epoch 1709 | loss: 0.0311818 | val_loss: 0.0311926 | Time: 4577.53 ms
[2022-04-08 01:25:05 main:574] : INFO : Epoch 1710 | loss: 0.0311822 | val_loss: 0.0311912 | Time: 4614.52 ms
[2022-04-08 01:25:10 main:574] : INFO : Epoch 1711 | loss: 0.0311819 | val_loss: 0.0311927 | Time: 4593.07 ms
[2022-04-08 01:25:15 main:574] : INFO : Epoch 1712 | loss: 0.031182 | val_loss: 0.0311919 | Time: 4554.7 ms
[2022-04-08 01:25:19 main:574] : INFO : Epoch 1713 | loss: 0.031182 | val_loss: 0.0311916 | Time: 4588.4 ms
[2022-04-08 01:25:24 main:574] : INFO : Epoch 1714 | loss: 0.0311814 | val_loss: 0.0311918 | Time: 4598.66 ms
[2022-04-08 01:25:28 main:574] : INFO : Epoch 1715 | loss: 0.0311815 | val_loss: 0.0311927 | Time: 4577.98 ms
[2022-04-08 01:25:33 main:574] : INFO : Epoch 1716 | loss: 0.0311815 | val_loss: 0.031192 | Time: 4596.92 ms
[2022-04-08 01:25:38 main:574] : INFO : Epoch 1717 | loss: 0.0311815 | val_loss: 0.0311918 | Time: 4590.5 ms
[2022-04-08 01:25:42 main:574] : INFO : Epoch 1718 | loss: 0.0311823 | val_loss: 0.0311931 | Time: 4586.52 ms
[2022-04-08 01:25:47 main:574] : INFO : Epoch 1719 | loss: 0.0311816 | val_loss: 0.0311914 | Time: 4605.68 ms
[2022-04-08 01:25:51 main:574] : INFO : Epoch 1720 | loss: 0.0311812 | val_loss: 0.0311914 | Time: 4623.91 ms
[2022-04-08 01:25:56 main:574] : INFO : Epoch 1721 | loss: 0.031181 | val_loss: 0.0311913 | Time: 4539.12 ms
[2022-04-08 01:26:01 main:574] : INFO : Epoch 1722 | loss: 0.0311819 | val_loss: 0.0311933 | Time: 4581.2 ms
[2022-04-08 01:26:05 main:574] : INFO : Epoch 1723 | loss: 0.0311823 | val_loss: 0.0311928 | Time: 4610.57 ms
[2022-04-08 01:26:10 main:574] : INFO : Epoch 1724 | loss: 0.0311821 | val_loss: 0.0311936 | Time: 4604.88 ms
[2022-04-08 01:26:14 main:574] : INFO : Epoch 1725 | loss: 0.0311812 | val_loss: 0.0311932 | Time: 4565.81 ms
[2022-04-08 01:26:19 main:574] : INFO : Epoch 1726 | loss: 0.0311819 | val_loss: 0.0311942 | Time: 4642.18 ms
[2022-04-08 01:26:24 main:574] : INFO : Epoch 1727 | loss: 0.0311831 | val_loss: 0.031193 | Time: 4502.28 ms
[2022-04-08 01:26:28 main:574] : INFO : Epoch 1728 | loss: 0.0311823 | val_loss: 0.0311922 | Time: 4635.29 ms
[2022-04-08 01:26:33 main:574] : INFO : Epoch 1729 | loss: 0.0311817 | val_loss: 0.0311929 | Time: 4569.15 ms
[2022-04-08 01:26:37 main:574] : INFO : Epoch 1730 | loss: 0.031182 | val_loss: 0.0311923 | Time: 4570.28 ms
[2022-04-08 01:26:42 main:574] : INFO : Epoch 1731 | loss: 0.0311821 | val_loss: 0.0311949 | Time: 4693.15 ms
[2022-04-08 01:26:47 main:574] : INFO : Epoch 1732 | loss: 0.0311825 | val_loss: 0.0311926 | Time: 4647.23 ms
[2022-04-08 01:26:51 main:574] : INFO : Epoch 1733 | loss: 0.0311828 | val_loss: 0.0311928 | Time: 4667.05 ms
[2022-04-08 01:26:56 main:574] : INFO : Epoch 1734 | loss: 0.0311839 | val_loss: 0.031193 | Time: 4594.51 ms
[2022-04-08 01:27:00 main:574] : INFO : Epoch 1735 | loss: 0.0311866 | val_loss: 0.0311953 | Time: 4549.66 ms
[2022-04-08 01:27:05 main:574] : INFO : Epoch 1736 | loss: 0.0311869 | val_loss: 0.0311951 | Time: 4627.76 ms
[2022-04-08 01:27:10 main:574] : INFO : Epoch 1737 | loss: 0.0311872 | val_loss: 0.0311933 | Time: 4595.45 ms
[2022-04-08 01:27:14 main:574] : INFO : Epoch 1738 | loss: 0.0311912 | val_loss: 0.0312005 | Time: 4664.48 ms
[2022-04-08 01:27:19 main:574] : INFO : Epoch 1739 | loss: 0.0312016 | val_loss: 0.0312031 | Time: 4609.76 ms
[2022-04-08 01:27:24 main:574] : INFO : Epoch 1740 | loss: 0.031202 | val_loss: 0.0312021 | Time: 4624.83 ms
[2022-04-08 01:27:28 main:574] : INFO : Epoch 1741 | loss: 0.0311998 | val_loss: 0.031199 | Time: 4605.55 ms
[2022-04-08 01:27:33 main:574] : INFO : Epoch 1742 | loss: 0.0311977 | val_loss: 0.0312012 | Time: 4599.58 ms
[2022-04-08 01:27:37 main:574] : INFO : Epoch 1743 | loss: 0.0311995 | val_loss: 0.031204 | Time: 4595.91 ms
[2022-04-08 01:27:42 main:574] : INFO : Epoch 1744 | loss: 0.0311984 | val_loss: 0.0312026 | Time: 4633.04 ms
[2022-04-08 01:27:47 main:574] : INFO : Epoch 1745 | loss: 0.0311975 | val_loss: 0.0311984 | Time: 4604.45 ms
[2022-04-08 01:27:51 main:574] : INFO : Epoch 1746 | loss: 0.031196 | val_loss: 0.0312005 | Time: 4553.75 ms
[2022-04-08 01:27:56 main:574] : INFO : Epoch 1747 | loss: 0.0311967 | val_loss: 0.0311973 | Time: 4554.62 ms
[2022-04-08 01:28:00 main:574] : INFO : Epoch 1748 | loss: 0.031194 | val_loss: 0.0311965 | Time: 4550.37 ms
[2022-04-08 01:28:05 main:574] : INFO : Epoch 1749 | loss: 0.0311942 | val_loss: 0.0311996 | Time: 4624.18 ms
[2022-04-08 01:28:10 main:574] : INFO : Epoch 1750 | loss: 0.0311948 | val_loss: 0.0312 | Time: 4631.61 ms
[2022-04-08 01:28:14 main:574] : INFO : Epoch 1751 | loss: 0.0311942 | val_loss: 0.0311974 | Time: 4601.35 ms
[2022-04-08 01:28:19 main:574] : INFO : Epoch 1752 | loss: 0.0311938 | val_loss: 0.0311962 | Time: 4604.98 ms
[2022-04-08 01:28:23 main:574] : INFO : Epoch 1753 | loss: 0.0311938 | val_loss: 0.0311957 | Time: 4636.78 ms
[2022-04-08 01:28:28 main:574] : INFO : Epoch 1754 | loss: 0.0311936 | val_loss: 0.0311968 | Time: 4531.37 ms
[2022-04-08 01:28:33 main:574] : INFO : Epoch 1755 | loss: 0.0311945 | val_loss: 0.0311971 | Time: 4537.29 ms
[2022-04-08 01:28:37 main:574] : INFO : Epoch 1756 | loss: 0.0311945 | val_loss: 0.0311953 | Time: 4642.22 ms
[2022-04-08 01:28:42 main:574] : INFO : Epoch 1757 | loss: 0.0311931 | val_loss: 0.0311978 | Time: 4587.14 ms
[2022-04-08 01:28:46 main:574] : INFO : Epoch 1758 | loss: 0.0311945 | val_loss: 0.031202 | Time: 4624.14 ms
[2022-04-08 01:28:51 main:574] : INFO : Epoch 1759 | loss: 0.0311933 | val_loss: 0.031196 | Time: 4828.72 ms
[2022-04-08 01:28:56 main:574] : INFO : Epoch 1760 | loss: 0.0311923 | val_loss: 0.0311955 | Time: 4642.13 ms
[2022-04-08 01:29:00 main:574] : INFO : Epoch 1761 | loss: 0.031192 | val_loss: 0.0311954 | Time: 4582.17 ms
[2022-04-08 01:29:05 main:574] : INFO : Epoch 1762 | loss: 0.031193 | val_loss: 0.0311958 | Time: 4792.8 ms
[2022-04-08 01:29:10 main:574] : INFO : Epoch 1763 | loss: 0.0311938 | val_loss: 0.0311994 | Time: 4715.45 ms
[2022-04-08 01:29:15 main:574] : INFO : Epoch 1764 | loss: 0.0311927 | val_loss: 0.0311968 | Time: 4694.69 ms
[2022-04-08 01:29:19 main:574] : INFO : Epoch 1765 | loss: 0.0311907 | val_loss: 0.0311943 | Time: 4583.27 ms
[2022-04-08 01:29:24 main:574] : INFO : Epoch 1766 | loss: 0.031192 | val_loss: 0.0311962 | Time: 4583.92 ms
[2022-04-08 01:29:28 main:574] : INFO : Epoch 1767 | loss: 0.0311926 | val_loss: 0.0311973 | Time: 4595.64 ms
[2022-04-08 01:29:33 main:574] : INFO : Epoch 1768 | loss: 0.031192 | val_loss: 0.0311954 | Time: 4603.32 ms
[2022-04-08 01:29:38 main:574] : INFO : Epoch 1769 | loss: 0.0311915 | val_loss: 0.0311957 | Time: 4517.76 ms
[2022-04-08 01:29:42 main:574] : INFO : Epoch 1770 | loss: 0.0311917 | val_loss: 0.0311948 | Time: 4582.24 ms
[2022-04-08 01:29:47 main:574] : INFO : Epoch 1771 | loss: 0.0311912 | val_loss: 0.0311964 | Time: 4547.39 ms
[2022-04-08 01:29:51 main:574] : INFO : Epoch 1772 | loss: 0.0311908 | val_loss: 0.0311939 | Time: 4611.29 ms
[2022-04-08 01:29:56 main:574] : INFO : Epoch 1773 | loss: 0.0311908 | val_loss: 0.0311966 | Time: 4559.42 ms
[2022-04-08 01:30:01 main:574] : INFO : Epoch 1774 | loss: 0.0311938 | val_loss: 0.0311944 | Time: 4579.97 ms
[2022-04-08 01:30:05 main:574] : INFO : Epoch 1775 | loss: 0.0311921 | val_loss: 0.0311933 | Time: 4565.72 ms
[2022-04-08 01:30:10 main:574] : INFO : Epoch 1776 | loss: 0.0311897 | val_loss: 0.031193 | Time: 4582.45 ms
[2022-04-08 01:30:14 main:574] : INFO : Epoch 1777 | loss: 0.0311888 | val_loss: 0.0311928 | Time: 4609.13 ms
[2022-04-08 01:30:19 main:574] : INFO : Epoch 1778 | loss: 0.0311891 | val_loss: 0.0311941 | Time: 4548.03 ms
[2022-04-08 01:30:23 main:574] : INFO : Epoch 1779 | loss: 0.0311887 | val_loss: 0.0311934 | Time: 4628.35 ms
[2022-04-08 01:30:28 main:574] : INFO : Epoch 1780 | loss: 0.0311886 | val_loss: 0.0311943 | Time: 4533.44 ms
[2022-04-08 01:30:33 main:574] : INFO : Epoch 1781 | loss: 0.0311912 | val_loss: 0.0311927 | Time: 4558.76 ms
[2022-04-08 01:30:37 main:574] : INFO : Epoch 1782 | loss: 0.0311892 | val_loss: 0.0311938 | Time: 4545.36 ms
[2022-04-08 01:30:42 main:574] : INFO : Epoch 1783 | loss: 0.0311879 | val_loss: 0.0311934 | Time: 4575.78 ms
[2022-04-08 01:30:46 main:574] : INFO : Epoch 1784 | loss: 0.0311888 | val_loss: 0.0311977 | Time: 4674.33 ms
[2022-04-08 01:30:51 main:574] : INFO : Epoch 1785 | loss: 0.0311903 | val_loss: 0.0311934 | Time: 4565.11 ms
[2022-04-08 01:30:56 main:574] : INFO : Epoch 1786 | loss: 0.0311881 | val_loss: 0.031193 | Time: 4618.24 ms
[2022-04-08 01:31:00 main:574] : INFO : Epoch 1787 | loss: 0.0311894 | val_loss: 0.0311933 | Time: 4572.94 ms
[2022-04-08 01:31:05 main:574] : INFO : Epoch 1788 | loss: 0.0311885 | val_loss: 0.0311933 | Time: 4543.32 ms
[2022-04-08 01:31:09 main:574] : INFO : Epoch 1789 | loss: 0.0311879 | val_loss: 0.0311943 | Time: 4676.08 ms
[2022-04-08 01:31:14 main:574] : INFO : Epoch 1790 | loss: 0.0311903 | val_loss: 0.0311958 | Time: 4643.85 ms
[2022-04-08 01:31:19 main:574] : INFO : Epoch 1791 | loss: 0.0311893 | val_loss: 0.0311956 | Time: 4628.79 ms
[2022-04-08 01:31:23 main:574] : INFO : Epoch 1792 | loss: 0.0311884 | val_loss: 0.0311937 | Time: 4623.07 ms
[2022-04-08 01:31:28 main:574] : INFO : Epoch 1793 | loss: 0.0311875 | val_loss: 0.0311944 | Time: 4636.34 ms
[2022-04-08 01:31:33 main:574] : INFO : Epoch 1794 | loss: 0.0311877 | val_loss: 0.0311938 | Time: 4598.37 ms
[2022-04-08 01:31:37 main:574] : INFO : Epoch 1795 | loss: 0.0311879 | val_loss: 0.0311946 | Time: 4588.87 ms
[2022-04-08 01:31:42 main:574] : INFO : Epoch 1796 | loss: 0.0311883 | val_loss: 0.031194 | Time: 4603.12 ms
[2022-04-08 01:31:46 main:574] : INFO : Epoch 1797 | loss: 0.0311894 | val_loss: 0.0311941 | Time: 4566.06 ms
[2022-04-08 01:31:51 main:574] : INFO : Epoch 1798 | loss: 0.0311883 | val_loss: 0.0311936 | Time: 4529.12 ms
[2022-04-08 01:31:55 main:574] : INFO : Epoch 1799 | loss: 0.0311875 | val_loss: 0.0311941 | Time: 4618.33 ms
[2022-04-08 01:32:00 main:574] : INFO : Epoch 1800 | loss: 0.0311867 | val_loss: 0.0311935 | Time: 4631.46 ms
[2022-04-08 01:32:05 main:574] : INFO : Epoch 1801 | loss: 0.0311872 | val_loss: 0.0311926 | Time: 4597.64 ms
[2022-04-08 01:32:09 main:574] : INFO : Epoch 1802 | loss: 0.0311878 | val_loss: 0.031196 | Time: 4464.43 ms
[2022-04-08 01:32:14 main:574] : INFO : Epoch 1803 | loss: 0.0311881 | val_loss: 0.0311936 | Time: 4638.17 ms
[2022-04-08 01:32:18 main:574] : INFO : Epoch 1804 | loss: 0.0311888 | val_loss: 0.0311991 | Time: 4585.3 ms
[2022-04-08 01:32:23 main:574] : INFO : Epoch 1805 | loss: 0.0311893 | val_loss: 0.0311981 | Time: 4579.26 ms
[2022-04-08 01:32:28 main:574] : INFO : Epoch 1806 | loss: 0.0311903 | val_loss: 0.0311972 | Time: 4640.38 ms
[2022-04-08 01:32:32 main:574] : INFO : Epoch 1807 | loss: 0.0311887 | val_loss: 0.0311937 | Time: 4577.04 ms
[2022-04-08 01:32:37 main:574] : INFO : Epoch 1808 | loss: 0.0311874 | val_loss: 0.0311962 | Time: 4562.86 ms
[2022-04-08 01:32:41 main:574] : INFO : Epoch 1809 | loss: 0.0311878 | val_loss: 0.0311958 | Time: 4531.49 ms
[2022-04-08 01:32:46 main:574] : INFO : Epoch 1810 | loss: 0.0311888 | val_loss: 0.0311944 | Time: 4564.89 ms
[2022-04-08 01:32:51 main:574] : INFO : Epoch 1811 | loss: 0.0311904 | val_loss: 0.0311936 | Time: 4654.8 ms
[2022-04-08 01:32:55 main:574] : INFO : Epoch 1812 | loss: 0.0311892 | val_loss: 0.0311948 | Time: 4593.46 ms
[2022-04-08 01:33:00 main:574] : INFO : Epoch 1813 | loss: 0.0311877 | val_loss: 0.0311951 | Time: 4646.18 ms
[2022-04-08 01:33:04 main:574] : INFO : Epoch 1814 | loss: 0.0311874 | val_loss: 0.0311925 | Time: 4605.41 ms
[2022-04-08 01:33:09 main:574] : INFO : Epoch 1815 | loss: 0.0311868 | val_loss: 0.0311924 | Time: 4560.91 ms
[2022-04-08 01:33:14 main:574] : INFO : Epoch 1816 | loss: 0.0311883 | val_loss: 0.0311939 | Time: 4807.05 ms
[2022-04-08 01:33:18 main:574] : INFO : Epoch 1817 | loss: 0.0311868 | val_loss: 0.031193 | Time: 4635.6 ms
[2022-04-08 01:33:23 main:574] : INFO : Epoch 1818 | loss: 0.0311872 | val_loss: 0.0311926 | Time: 4636.81 ms
[2022-04-08 01:33:28 main:574] : INFO : Epoch 1819 | loss: 0.0311873 | val_loss: 0.0311967 | Time: 4559.44 ms
[2022-04-08 01:33:32 main:574] : INFO : Epoch 1820 | loss: 0.0311889 | val_loss: 0.0311925 | Time: 4615.99 ms
[2022-04-08 01:33:37 main:574] : INFO : Epoch 1821 | loss: 0.0311872 | val_loss: 0.0311918 | Time: 4668.09 ms
[2022-04-08 01:33:41 main:574] : INFO : Epoch 1822 | loss: 0.031187 | val_loss: 0.031194 | Time: 4566.73 ms
[2022-04-08 01:33:46 main:574] : INFO : Epoch 1823 | loss: 0.0311879 | val_loss: 0.0311935 | Time: 4577.82 ms
[2022-04-08 01:33:51 main:574] : INFO : Epoch 1824 | loss: 0.0311867 | val_loss: 0.0311925 | Time: 4629.3 ms
[2022-04-08 01:33:55 main:574] : INFO : Epoch 1825 | loss: 0.0311872 | val_loss: 0.0311952 | Time: 4552.43 ms
[2022-04-08 01:34:00 main:574] : INFO : Epoch 1826 | loss: 0.031187 | val_loss: 0.0311917 | Time: 4564.28 ms
[2022-04-08 01:34:04 main:574] : INFO : Epoch 1827 | loss: 0.0311857 | val_loss: 0.0311914 | Time: 4623.42 ms
[2022-04-08 01:34:09 main:574] : INFO : Epoch 1828 | loss: 0.0311871 | val_loss: 0.0311925 | Time: 4578.89 ms
[2022-04-08 01:34:14 main:574] : INFO : Epoch 1829 | loss: 0.0311867 | val_loss: 0.0311923 | Time: 4610.69 ms
[2022-04-08 01:34:18 main:574] : INFO : Epoch 1830 | loss: 0.0311867 | val_loss: 0.0311942 | Time: 4575.72 ms
[2022-04-08 01:34:23 main:574] : INFO : Epoch 1831 | loss: 0.0311865 | val_loss: 0.0311915 | Time: 4651.28 ms
[2022-04-08 01:34:27 main:574] : INFO : Epoch 1832 | loss: 0.0311858 | val_loss: 0.0311913 | Time: 4596.13 ms
[2022-04-08 01:34:32 main:574] : INFO : Epoch 1833 | loss: 0.0311856 | val_loss: 0.0311909 | Time: 4550.43 ms
[2022-04-08 01:34:37 main:574] : INFO : Epoch 1834 | loss: 0.0311857 | val_loss: 0.0311927 | Time: 4670.24 ms
[2022-04-08 01:34:41 main:574] : INFO : Epoch 1835 | loss: 0.0311863 | val_loss: 0.0311925 | Time: 4587.35 ms
[2022-04-08 01:34:46 main:574] : INFO : Epoch 1836 | loss: 0.0311855 | val_loss: 0.0311938 | Time: 4552.01 ms
[2022-04-08 01:34:51 main:574] : INFO : Epoch 1837 | loss: 0.0311868 | val_loss: 0.031197 | Time: 4672.28 ms
[2022-04-08 01:34:55 main:574] : INFO : Epoch 1838 | loss: 0.0311858 | val_loss: 0.0311923 | Time: 4553.31 ms
[2022-04-08 01:35:00 main:574] : INFO : Epoch 1839 | loss: 0.031185 | val_loss: 0.0311916 | Time: 4586.18 ms
[2022-04-08 01:35:04 main:574] : INFO : Epoch 1840 | loss: 0.031185 | val_loss: 0.0311919 | Time: 4611.83 ms
[2022-04-08 01:35:09 main:574] : INFO : Epoch 1841 | loss: 0.0311846 | val_loss: 0.0311943 | Time: 4606.18 ms
[2022-04-08 01:35:14 main:574] : INFO : Epoch 1842 | loss: 0.0311856 | val_loss: 0.0311915 | Time: 4631.5 ms
[2022-04-08 01:35:18 main:574] : INFO : Epoch 1843 | loss: 0.0311849 | val_loss: 0.0311941 | Time: 4601.47 ms
[2022-04-08 01:35:23 main:574] : INFO : Epoch 1844 | loss: 0.0311848 | val_loss: 0.0311913 | Time: 4630.96 ms
[2022-04-08 01:35:27 main:574] : INFO : Epoch 1845 | loss: 0.0311867 | val_loss: 0.031191 | Time: 4568.82 ms
[2022-04-08 01:35:32 main:574] : INFO : Epoch 1846 | loss: 0.0311847 | val_loss: 0.0311909 | Time: 4666.97 ms
[2022-04-08 01:35:37 main:574] : INFO : Epoch 1847 | loss: 0.031184 | val_loss: 0.03119 | Time: 4591.22 ms
[2022-04-08 01:35:41 main:574] : INFO : Epoch 1848 | loss: 0.0311838 | val_loss: 0.031191 | Time: 4565.32 ms
[2022-04-08 01:35:46 main:574] : INFO : Epoch 1849 | loss: 0.0311839 | val_loss: 0.0311926 | Time: 4597.22 ms
[2022-04-08 01:35:50 main:574] : INFO : Epoch 1850 | loss: 0.031186 | val_loss: 0.0311913 | Time: 4620.79 ms
[2022-04-08 01:35:55 main:574] : INFO : Epoch 1851 | loss: 0.0311844 | val_loss: 0.0311944 | Time: 4587.9 ms
[2022-04-08 01:36:00 main:574] : INFO : Epoch 1852 | loss: 0.0311835 | val_loss: 0.0311911 | Time: 4604.04 ms
[2022-04-08 01:36:04 main:574] : INFO : Epoch 1853 | loss: 0.0311829 | val_loss: 0.0311919 | Time: 4559.12 ms
[2022-04-08 01:36:09 main:574] : INFO : Epoch 1854 | loss: 0.0311847 | val_loss: 0.0311908 | Time: 4584.46 ms
[2022-04-08 01:36:13 main:574] : INFO : Epoch 1855 | loss: 0.0311855 | val_loss: 0.0311908 | Time: 4582.97 ms
[2022-04-08 01:36:18 main:574] : INFO : Epoch 1856 | loss: 0.0311864 | val_loss: 0.0311908 | Time: 4651.08 ms
[2022-04-08 01:36:23 main:574] : INFO : Epoch 1857 | loss: 0.0311856 | val_loss: 0.0311905 | Time: 4562.7 ms
[2022-04-08 01:36:27 main:574] : INFO : Epoch 1858 | loss: 0.0311848 | val_loss: 0.0311896 | Time: 4577.21 ms
[2022-04-08 01:36:32 main:574] : INFO : Epoch 1859 | loss: 0.0311856 | val_loss: 0.0311904 | Time: 4645.23 ms
[2022-04-08 01:36:36 main:574] : INFO : Epoch 1860 | loss: 0.0311851 | val_loss: 0.0311902 | Time: 4593.56 ms
[2022-04-08 01:36:41 main:574] : INFO : Epoch 1861 | loss: 0.0311854 | val_loss: 0.0311895 | Time: 4616.11 ms
[2022-04-08 01:36:46 main:574] : INFO : Epoch 1862 | loss: 0.0311853 | val_loss: 0.0311904 | Time: 4599.62 ms
[2022-04-08 01:36:50 main:574] : INFO : Epoch 1863 | loss: 0.0311852 | val_loss: 0.0311893 | Time: 4553.84 ms
[2022-04-08 01:36:55 main:574] : INFO : Epoch 1864 | loss: 0.0311849 | val_loss: 0.0311906 | Time: 4612.51 ms
[2022-04-08 01:36:59 main:574] : INFO : Epoch 1865 | loss: 0.0311844 | val_loss: 0.0311906 | Time: 4593.63 ms
[2022-04-08 01:37:04 main:574] : INFO : Epoch 1866 | loss: 0.0311852 | val_loss: 0.0311908 | Time: 4736.8 ms
[2022-04-08 01:37:09 main:574] : INFO : Epoch 1867 | loss: 0.0311851 | val_loss: 0.0311898 | Time: 4648.38 ms
[2022-04-08 01:37:13 main:574] : INFO : Epoch 1868 | loss: 0.0311843 | val_loss: 0.0311929 | Time: 4640.01 ms
[2022-04-08 01:37:18 main:574] : INFO : Epoch 1869 | loss: 0.0311871 | val_loss: 0.0311917 | Time: 4628.56 ms
[2022-04-08 01:37:23 main:574] : INFO : Epoch 1870 | loss: 0.0311847 | val_loss: 0.0311904 | Time: 4527.07 ms
[2022-04-08 01:37:27 main:574] : INFO : Epoch 1871 | loss: 0.0311849 | val_loss: 0.03119 | Time: 4654.37 ms
[2022-04-08 01:37:32 main:574] : INFO : Epoch 1872 | loss: 0.0311889 | val_loss: 0.0311968 | Time: 4630.66 ms
[2022-04-08 01:37:37 main:574] : INFO : Epoch 1873 | loss: 0.0312281 | val_loss: 0.031238 | Time: 4594.88 ms
[2022-04-08 01:37:41 main:574] : INFO : Epoch 1874 | loss: 0.0312122 | val_loss: 0.031207 | Time: 4538.73 ms
[2022-04-08 01:37:46 main:574] : INFO : Epoch 1875 | loss: 0.0312091 | val_loss: 0.0312079 | Time: 4591.32 ms
[2022-04-08 01:37:50 main:574] : INFO : Epoch 1876 | loss: nan | val_loss: nan | Time: 4576.21 ms
[2022-04-08 01:37:55 main:574] : INFO : Epoch 1877 | loss: nan | val_loss: nan | Time: 4591.37 ms
[2022-04-08 01:37:59 main:574] : INFO : Epoch 1878 | loss: nan | val_loss: nan | Time: 4541.41 ms
[2022-04-08 01:38:04 main:574] : INFO : Epoch 1879 | loss: nan | val_loss: nan | Time: 4639.02 ms
[2022-04-08 01:38:09 main:574] : INFO : Epoch 1880 | loss: nan | val_loss: nan | Time: 4625.87 ms
[2022-04-08 01:38:13 main:574] : INFO : Epoch 1881 | loss: nan | val_loss: nan | Time: 4568.32 ms
[2022-04-08 01:38:18 main:574] : INFO : Epoch 1882 | loss: nan | val_loss: nan | Time: 4484.74 ms
[2022-04-08 01:38:22 main:574] : INFO : Epoch 1883 | loss: nan | val_loss: nan | Time: 4611.24 ms
[2022-04-08 01:38:27 main:574] : INFO : Epoch 1884 | loss: nan | val_loss: nan | Time: 4632.07 ms
[2022-04-08 01:38:32 main:574] : INFO : Epoch 1885 | loss: nan | val_loss: nan | Time: 4602.94 ms
[2022-04-08 01:38:36 main:574] : INFO : Epoch 1886 | loss: nan | val_loss: nan | Time: 4684.61 ms
[2022-04-08 01:38:41 main:574] : INFO : Epoch 1887 | loss: nan | val_loss: nan | Time: 4641.34 ms
[2022-04-08 01:38:46 main:574] : INFO : Epoch 1888 | loss: nan | val_loss: nan | Time: 4604.14 ms
[2022-04-08 01:38:50 main:574] : INFO : Epoch 1889 | loss: nan | val_loss: nan | Time: 4610.59 ms
[2022-04-08 01:38:55 main:574] : INFO : Epoch 1890 | loss: nan | val_loss: nan | Time: 4739.59 ms
[2022-04-08 01:39:00 main:574] : INFO : Epoch 1891 | loss: nan | val_loss: nan | Time: 4625.13 ms
[2022-04-08 01:39:04 main:574] : INFO : Epoch 1892 | loss: nan | val_loss: nan | Time: 4570.16 ms
[2022-04-08 01:39:09 main:574] : INFO : Epoch 1893 | loss: nan | val_loss: nan | Time: 4543.77 ms
[2022-04-08 01:39:13 main:574] : INFO : Epoch 1894 | loss: nan | val_loss: nan | Time: 4596.55 ms
[2022-04-08 01:39:18 main:574] : INFO : Epoch 1895 | loss: nan | val_loss: nan | Time: 4577.77 ms
[2022-04-08 01:39:23 main:574] : INFO : Epoch 1896 | loss: nan | val_loss: nan | Time: 4684.57 ms
[2022-04-08 01:39:27 main:574] : INFO : Epoch 1897 | loss: nan | val_loss: nan | Time: 4651.18 ms
[2022-04-08 01:39:32 main:574] : INFO : Epoch 1898 | loss: nan | val_loss: nan | Time: 4645.09 ms
[2022-04-08 01:39:36 main:574] : INFO : Epoch 1899 | loss: nan | val_loss: nan | Time: 4562.39 ms
[2022-04-08 01:39:41 main:574] : INFO : Epoch 1900 | loss: nan | val_loss: nan | Time: 4667.93 ms
[2022-04-08 01:39:46 main:574] : INFO : Epoch 1901 | loss: nan | val_loss: nan | Time: 4594.34 ms
[2022-04-08 01:39:50 main:574] : INFO : Epoch 1902 | loss: nan | val_loss: nan | Time: 4592.29 ms
[2022-04-08 01:39:55 main:574] : INFO : Epoch 1903 | loss: nan | val_loss: nan | Time: 4577.83 ms
[2022-04-08 01:39:59 main:574] : INFO : Epoch 1904 | loss: nan | val_loss: nan | Time: 4572.82 ms
[2022-04-08 01:40:04 main:574] : INFO : Epoch 1905 | loss: nan | val_loss: nan | Time: 4587.86 ms
[2022-04-08 01:40:09 main:574] : INFO : Epoch 1906 | loss: nan | val_loss: nan | Time: 4629.39 ms
[2022-04-08 01:40:13 main:574] : INFO : Epoch 1907 | loss: nan | val_loss: nan | Time: 4614.34 ms
[2022-04-08 01:40:18 main:574] : INFO : Epoch 1908 | loss: nan | val_loss: nan | Time: 4636.62 ms
[2022-04-08 01:40:23 main:574] : INFO : Epoch 1909 | loss: nan | val_loss: nan | Time: 4655.71 ms
[2022-04-08 01:40:27 main:574] : INFO : Epoch 1910 | loss: nan | val_loss: nan | Time: 4591.99 ms
[2022-04-08 01:40:32 main:574] : INFO : Epoch 1911 | loss: nan | val_loss: nan | Time: 4616.89 ms
[2022-04-08 01:40:36 main:574] : INFO : Epoch 1912 | loss: nan | val_loss: nan | Time: 4614.62 ms
[2022-04-08 01:40:41 main:574] : INFO : Epoch 1913 | loss: nan | val_loss: nan | Time: 4588.68 ms
[2022-04-08 01:40:46 main:574] : INFO : Epoch 1914 | loss: nan | val_loss: nan | Time: 4659.42 ms
[2022-04-08 01:40:50 main:574] : INFO : Epoch 1915 | loss: nan | val_loss: nan | Time: 4571.88 ms
[2022-04-08 01:40:55 main:574] : INFO : Epoch 1916 | loss: nan | val_loss: nan | Time: 4624.88 ms
[2022-04-08 01:41:00 main:574] : INFO : Epoch 1917 | loss: nan | val_loss: nan | Time: 4671.8 ms
[2022-04-08 01:41:04 main:574] : INFO : Epoch 1918 | loss: nan | val_loss: nan | Time: 4612.03 ms
[2022-04-08 01:41:09 main:574] : INFO : Epoch 1919 | loss: nan | val_loss: nan | Time: 4612.64 ms
[2022-04-08 01:41:13 main:574] : INFO : Epoch 1920 | loss: nan | val_loss: nan | Time: 4586.37 ms
[2022-04-08 01:41:18 main:574] : INFO : Epoch 1921 | loss: nan | val_loss: nan | Time: 4597.91 ms
[2022-04-08 01:41:23 main:574] : INFO : Epoch 1922 | loss: nan | val_loss: nan | Time: 4550.63 ms
[2022-04-08 01:41:27 main:574] : INFO : Epoch 1923 | loss: nan | val_loss: nan | Time: 4578.07 ms
[2022-04-08 01:41:32 main:574] : INFO : Epoch 1924 | loss: nan | val_loss: nan | Time: 4595.07 ms
[2022-04-08 01:41:36 main:574] : INFO : Epoch 1925 | loss: nan | val_loss: nan | Time: 4630.79 ms
[2022-04-08 01:41:41 main:574] : INFO : Epoch 1926 | loss: nan | val_loss: nan | Time: 4545.05 ms
[2022-04-08 01:41:45 main:574] : INFO : Epoch 1927 | loss: nan | val_loss: nan | Time: 4610.51 ms
[2022-04-08 01:41:50 main:574] : INFO : Epoch 1928 | loss: nan | val_loss: nan | Time: 4562.32 ms
[2022-04-08 01:41:55 main:574] : INFO : Epoch 1929 | loss: nan | val_loss: nan | Time: 4632.17 ms
[2022-04-08 01:41:59 main:574] : INFO : Epoch 1930 | loss: nan | val_loss: nan | Time: 4587.8 ms
[2022-04-08 01:42:04 main:574] : INFO : Epoch 1931 | loss: nan | val_loss: nan | Time: 4589.99 ms
[2022-04-08 01:42:09 main:574] : INFO : Epoch 1932 | loss: nan | val_loss: nan | Time: 4688.54 ms
[2022-04-08 01:42:13 main:574] : INFO : Epoch 1933 | loss: nan | val_loss: nan | Time: 4676.46 ms
[2022-04-08 01:42:18 main:574] : INFO : Epoch 1934 | loss: nan | val_loss: nan | Time: 4690.87 ms
[2022-04-08 01:42:23 main:574] : INFO : Epoch 1935 | loss: nan | val_loss: nan | Time: 4669.1 ms
[2022-04-08 01:42:27 main:574] : INFO : Epoch 1936 | loss: nan | val_loss: nan | Time: 4636.47 ms
[2022-04-08 01:42:32 main:574] : INFO : Epoch 1937 | loss: nan | val_loss: nan | Time: 4591.15 ms
[2022-04-08 01:42:36 main:574] : INFO : Epoch 1938 | loss: nan | val_loss: nan | Time: 4614.66 ms
[2022-04-08 01:42:41 main:574] : INFO : Epoch 1939 | loss: nan | val_loss: nan | Time: 4626.1 ms
[2022-04-08 01:42:46 main:574] : INFO : Epoch 1940 | loss: nan | val_loss: nan | Time: 4526.85 ms
[2022-04-08 01:42:50 main:574] : INFO : Epoch 1941 | loss: nan | val_loss: nan | Time: 4537.74 ms
[2022-04-08 01:42:55 main:574] : INFO : Epoch 1942 | loss: nan | val_loss: nan | Time: 4609.97 ms
[2022-04-08 01:42:59 main:574] : INFO : Epoch 1943 | loss: nan | val_loss: nan | Time: 4607.16 ms
[2022-04-08 01:43:04 main:574] : INFO : Epoch 1944 | loss: nan | val_loss: nan | Time: 4642.57 ms
[2022-04-08 01:43:09 main:574] : INFO : Epoch 1945 | loss: nan | val_loss: nan | Time: 4545.78 ms
[2022-04-08 01:43:13 main:574] : INFO : Epoch 1946 | loss: nan | val_loss: nan | Time: 4542.36 ms
[2022-04-08 01:43:18 main:574] : INFO : Epoch 1947 | loss: nan | val_loss: nan | Time: 4656.31 ms
[2022-04-08 01:43:22 main:574] : INFO : Epoch 1948 | loss: nan | val_loss: nan | Time: 4583 ms
[2022-04-08 01:43:27 main:574] : INFO : Epoch 1949 | loss: nan | val_loss: nan | Time: 4637.41 ms
[2022-04-08 01:43:32 main:574] : INFO : Epoch 1950 | loss: nan | val_loss: nan | Time: 4622.29 ms
[2022-04-08 01:43:36 main:574] : INFO : Epoch 1951 | loss: nan | val_loss: nan | Time: 4575.44 ms
[2022-04-08 01:43:41 main:574] : INFO : Epoch 1952 | loss: nan | val_loss: nan | Time: 4614.5 ms
[2022-04-08 01:43:45 main:574] : INFO : Epoch 1953 | loss: nan | val_loss: nan | Time: 4603.36 ms
[2022-04-08 01:43:50 main:574] : INFO : Epoch 1954 | loss: nan | val_loss: nan | Time: 4611.5 ms
[2022-04-08 01:43:55 main:574] : INFO : Epoch 1955 | loss: nan | val_loss: nan | Time: 4596.93 ms
[2022-04-08 01:43:59 main:574] : INFO : Epoch 1956 | loss: nan | val_loss: nan | Time: 4527.97 ms
[2022-04-08 01:44:04 main:574] : INFO : Epoch 1957 | loss: nan | val_loss: nan | Time: 4603.96 ms
[2022-04-08 01:44:08 main:574] : INFO : Epoch 1958 | loss: nan | val_loss: nan | Time: 4600.24 ms
[2022-04-08 01:44:13 main:574] : INFO : Epoch 1959 | loss: nan | val_loss: nan | Time: 4597.27 ms
[2022-04-08 01:44:18 main:574] : INFO : Epoch 1960 | loss: nan | val_loss: nan | Time: 4619.42 ms
[2022-04-08 01:44:22 main:574] : INFO : Epoch 1961 | loss: nan | val_loss: nan | Time: 4564.08 ms
[2022-04-08 01:44:27 main:574] : INFO : Epoch 1962 | loss: nan | val_loss: nan | Time: 4485.99 ms
[2022-04-08 01:44:31 main:574] : INFO : Epoch 1963 | loss: nan | val_loss: nan | Time: 4609.7 ms
[2022-04-08 01:44:36 main:574] : INFO : Epoch 1964 | loss: nan | val_loss: nan | Time: 4519.16 ms
[2022-04-08 01:44:40 main:574] : INFO : Epoch 1965 | loss: nan | val_loss: nan | Time: 4479.13 ms
[2022-04-08 01:44:45 main:574] : INFO : Epoch 1966 | loss: nan | val_loss: nan | Time: 4558.66 ms
[2022-04-08 01:44:49 main:574] : INFO : Epoch 1967 | loss: nan | val_loss: nan | Time: 4568.83 ms
[2022-04-08 01:44:54 main:574] : INFO : Epoch 1968 | loss: nan | val_loss: nan | Time: 4520.6 ms
[2022-04-08 01:44:59 main:574] : INFO : Epoch 1969 | loss: nan | val_loss: nan | Time: 4493.86 ms
[2022-04-08 01:45:03 main:574] : INFO : Epoch 1970 | loss: nan | val_loss: nan | Time: 4592.82 ms
[2022-04-08 01:45:08 main:574] : INFO : Epoch 1971 | loss: nan | val_loss: nan | Time: 4521.63 ms
[2022-04-08 01:45:12 main:574] : INFO : Epoch 1972 | loss: nan | val_loss: nan | Time: 4520.05 ms
[2022-04-08 01:45:17 main:574] : INFO : Epoch 1973 | loss: nan | val_loss: nan | Time: 4617.37 ms
[2022-04-08 01:45:21 main:574] : INFO : Epoch 1974 | loss: nan | val_loss: nan | Time: 4575.99 ms
[2022-04-08 01:45:26 main:574] : INFO : Epoch 1975 | loss: nan | val_loss: nan | Time: 4551.78 ms
[2022-04-08 01:45:30 main:574] : INFO : Epoch 1976 | loss: nan | val_loss: nan | Time: 4568.38 ms
[2022-04-08 01:45:35 main:574] : INFO : Epoch 1977 | loss: nan | val_loss: nan | Time: 4538.9 ms
[2022-04-08 01:45:40 main:574] : INFO : Epoch 1978 | loss: nan | val_loss: nan | Time: 4486.07 ms
[2022-04-08 01:45:44 main:574] : INFO : Epoch 1979 | loss: nan | val_loss: nan | Time: 4550.9 ms
[2022-04-08 01:45:49 main:574] : INFO : Epoch 1980 | loss: nan | val_loss: nan | Time: 4533.26 ms
[2022-04-08 01:45:53 main:574] : INFO : Epoch 1981 | loss: nan | val_loss: nan | Time: 4582.25 ms
[2022-04-08 01:45:58 main:574] : INFO : Epoch 1982 | loss: nan | val_loss: nan | Time: 4579.98 ms
[2022-04-08 01:46:02 main:574] : INFO : Epoch 1983 | loss: nan | val_loss: nan | Time: 4520.32 ms
[2022-04-08 01:46:07 main:574] : INFO : Epoch 1984 | loss: nan | val_loss: nan | Time: 4680.69 ms
[2022-04-08 01:46:12 main:574] : INFO : Epoch 1985 | loss: nan | val_loss: nan | Time: 4532.46 ms
[2022-04-08 01:46:16 main:574] : INFO : Epoch 1986 | loss: nan | val_loss: nan | Time: 4562.72 ms
[2022-04-08 01:46:21 main:574] : INFO : Epoch 1987 | loss: nan | val_loss: nan | Time: 4549.36 ms
[2022-04-08 01:46:25 main:574] : INFO : Epoch 1988 | loss: nan | val_loss: nan | Time: 4545.6 ms
[2022-04-08 01:46:30 main:574] : INFO : Epoch 1989 | loss: nan | val_loss: nan | Time: 4534.78 ms
[2022-04-08 01:46:34 main:574] : INFO : Epoch 1990 | loss: nan | val_loss: nan | Time: 4625.55 ms
[2022-04-08 01:46:39 main:574] : INFO : Epoch 1991 | loss: nan | val_loss: nan | Time: 4582.43 ms
[2022-04-08 01:46:44 main:574] : INFO : Epoch 1992 | loss: nan | val_loss: nan | Time: 4569.84 ms
[2022-04-08 01:46:48 main:574] : INFO : Epoch 1993 | loss: nan | val_loss: nan | Time: 4513.31 ms
[2022-04-08 01:46:53 main:574] : INFO : Epoch 1994 | loss: nan | val_loss: nan | Time: 4583.96 ms
[2022-04-08 01:46:57 main:574] : INFO : Epoch 1995 | loss: nan | val_loss: nan | Time: 4545.11 ms
[2022-04-08 01:47:02 main:574] : INFO : Epoch 1996 | loss: nan | val_loss: nan | Time: 4633.74 ms
[2022-04-08 01:47:06 main:574] : INFO : Epoch 1997 | loss: nan | val_loss: nan | Time: 4501.29 ms
[2022-04-08 01:47:11 main:574] : INFO : Epoch 1998 | loss: nan | val_loss: nan | Time: 4573.94 ms
[2022-04-08 01:47:15 main:574] : INFO : Epoch 1999 | loss: nan | val_loss: nan | Time: 4526.47 ms
[2022-04-08 01:47:20 main:574] : INFO : Epoch 2000 | loss: nan | val_loss: nan | Time: 4610.62 ms
[2022-04-08 01:47:25 main:574] : INFO : Epoch 2001 | loss: nan | val_loss: nan | Time: 4509.47 ms
[2022-04-08 01:47:29 main:574] : INFO : Epoch 2002 | loss: nan | val_loss: nan | Time: 4587.51 ms
[2022-04-08 01:47:34 main:574] : INFO : Epoch 2003 | loss: nan | val_loss: nan | Time: 4603.02 ms
[2022-04-08 01:47:38 main:574] : INFO : Epoch 2004 | loss: nan | val_loss: nan | Time: 4535.68 ms
[2022-04-08 01:47:43 main:574] : INFO : Epoch 2005 | loss: nan | val_loss: nan | Time: 4622.05 ms
[2022-04-08 01:47:48 main:574] : INFO : Epoch 2006 | loss: nan | val_loss: nan | Time: 4573.41 ms
[2022-04-08 01:47:52 main:574] : INFO : Epoch 2007 | loss: nan | val_loss: nan | Time: 4619.02 ms
[2022-04-08 01:47:57 main:574] : INFO : Epoch 2008 | loss: nan | val_loss: nan | Time: 4543.64 ms
[2022-04-08 01:48:01 main:574] : INFO : Epoch 2009 | loss: nan | val_loss: nan | Time: 4564.03 ms
[2022-04-08 01:48:06 main:574] : INFO : Epoch 2010 | loss: nan | val_loss: nan | Time: 4536.98 ms
[2022-04-08 01:48:10 main:574] : INFO : Epoch 2011 | loss: nan | val_loss: nan | Time: 4559.92 ms
[2022-04-08 01:48:15 main:574] : INFO : Epoch 2012 | loss: nan | val_loss: nan | Time: 4582.75 ms
[2022-04-08 01:48:20 main:574] : INFO : Epoch 2013 | loss: nan | val_loss: nan | Time: 4588.53 ms
[2022-04-08 01:48:24 main:574] : INFO : Epoch 2014 | loss: nan | val_loss: nan | Time: 4578.77 ms
[2022-04-08 01:48:29 main:574] : INFO : Epoch 2015 | loss: nan | val_loss: nan | Time: 4528.32 ms
[2022-04-08 01:48:33 main:574] : INFO : Epoch 2016 | loss: nan | val_loss: nan | Time: 4519.09 ms
[2022-04-08 01:48:38 main:574] : INFO : Epoch 2017 | loss: nan | val_loss: nan | Time: 4585.72 ms
[2022-04-08 01:48:42 main:574] : INFO : Epoch 2018 | loss: nan | val_loss: nan | Time: 4631.66 ms
[2022-04-08 01:48:47 main:574] : INFO : Epoch 2019 | loss: nan | val_loss: nan | Time: 4593.87 ms
[2022-04-08 01:48:52 main:574] : INFO : Epoch 2020 | loss: nan | val_loss: nan | Time: 4536.53 ms
[2022-04-08 01:48:56 main:574] : INFO : Epoch 2021 | loss: nan | val_loss: nan | Time: 4569.06 ms
[2022-04-08 01:49:01 main:574] : INFO : Epoch 2022 | loss: nan | val_loss: nan | Time: 4546.7 ms
[2022-04-08 01:49:05 main:574] : INFO : Epoch 2023 | loss: nan | val_loss: nan | Time: 4512.91 ms
[2022-04-08 01:49:10 main:574] : INFO : Epoch 2024 | loss: nan | val_loss: nan | Time: 4603.82 ms
[2022-04-08 01:49:14 main:574] : INFO : Epoch 2025 | loss: nan | val_loss: nan | Time: 4523.58 ms
[2022-04-08 01:49:19 main:574] : INFO : Epoch 2026 | loss: nan | val_loss: nan | Time: 4611.61 ms
[2022-04-08 01:49:24 main:574] : INFO : Epoch 2027 | loss: nan | val_loss: nan | Time: 4569.71 ms
[2022-04-08 01:49:28 main:574] : INFO : Epoch 2028 | loss: nan | val_loss: nan | Time: 4542.51 ms
[2022-04-08 01:49:33 main:574] : INFO : Epoch 2029 | loss: nan | val_loss: nan | Time: 4539.4 ms
[2022-04-08 01:49:37 main:574] : INFO : Epoch 2030 | loss: nan | val_loss: nan | Time: 4544.62 ms
[2022-04-08 01:49:42 main:574] : INFO : Epoch 2031 | loss: nan | val_loss: nan | Time: 4511.27 ms
[2022-04-08 01:49:46 main:574] : INFO : Epoch 2032 | loss: nan | val_loss: nan | Time: 4564.93 ms
[2022-04-08 01:49:51 main:574] : INFO : Epoch 2033 | loss: nan | val_loss: nan | Time: 4600.96 ms
[2022-04-08 01:49:55 main:574] : INFO : Epoch 2034 | loss: nan | val_loss: nan | Time: 4525.43 ms
[2022-04-08 01:50:00 main:574] : INFO : Epoch 2035 | loss: nan | val_loss: nan | Time: 4601.51 ms
[2022-04-08 01:50:05 main:574] : INFO : Epoch 2036 | loss: nan | val_loss: nan | Time: 4555.96 ms
[2022-04-08 01:50:09 main:574] : INFO : Epoch 2037 | loss: nan | val_loss: nan | Time: 4584.13 ms
[2022-04-08 01:50:14 main:574] : INFO : Epoch 2038 | loss: nan | val_loss: nan | Time: 4527.21 ms
[2022-04-08 01:50:18 main:574] : INFO : Epoch 2039 | loss: nan | val_loss: nan | Time: 4599.47 ms
[2022-04-08 01:50:23 main:574] : INFO : Epoch 2040 | loss: nan | val_loss: nan | Time: 4581.78 ms
[2022-04-08 01:50:27 main:574] : INFO : Epoch 2041 | loss: nan | val_loss: nan | Time: 4565.1 ms
[2022-04-08 01:50:32 main:574] : INFO : Epoch 2042 | loss: nan | val_loss: nan | Time: 4615.55 ms
[2022-04-08 01:50:37 main:574] : INFO : Epoch 2043 | loss: nan | val_loss: nan | Time: 4595.48 ms
[2022-04-08 01:50:41 main:574] : INFO : Epoch 2044 | loss: nan | val_loss: nan | Time: 4605.66 ms
[2022-04-08 01:50:46 main:574] : INFO : Epoch 2045 | loss: nan | val_loss: nan | Time: 4532.77 ms
[2022-04-08 01:50:50 main:574] : INFO : Epoch 2046 | loss: nan | val_loss: nan | Time: 4522.66 ms
[2022-04-08 01:50:55 main:574] : INFO : Epoch 2047 | loss: nan | val_loss: nan | Time: 4501.99 ms
[2022-04-08 01:50:59 main:574] : INFO : Epoch 2048 | loss: nan | val_loss: nan | Time: 4614.33 ms
[2022-04-08 01:50:59 main:597] : INFO : Saving trained model to model-final.pt, val_loss nan
[2022-04-08 01:50:59 main:603] : INFO : Saving end state to config to file
[2022-04-08 01:50:59 main:608] : INFO : Success, exiting..
01:50:59 (21384): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)