Task 13541942
| Name | ParityModified-1647043717-6729-1-0_0 |
| Workunit | 10636840 |
| Created | 22 Mar 2022, 16:57:14 UTC |
| Sent | 29 Mar 2022, 5:13:18 UTC |
| Report deadline | 6 Apr 2022, 5:13:18 UTC |
| Received | 30 Mar 2022, 9:27:40 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13874 |
| Run time | 3 hours 56 min 43 sec |
| CPU time | 3 hours 49 min 13 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 | 3.61 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: 0.0311133 | val_loss: 0.0311519 | Time: 7138.44 ms
[2022-03-30 02:49:11 main:574] : INFO : Epoch 1543 | loss: 0.0311126 | val_loss: 0.0311605 | Time: 7632.54 ms
[2022-03-30 02:49:18 main:574] : INFO : Epoch 1544 | loss: 0.0311163 | val_loss: 0.0311639 | Time: 6710.74 ms
[2022-03-30 02:49:25 main:574] : INFO : Epoch 1545 | loss: 0.0311164 | val_loss: 0.031157 | Time: 7494.57 ms
[2022-03-30 02:49:32 main:574] : INFO : Epoch 1546 | loss: 0.031109 | val_loss: 0.0311527 | Time: 7089.16 ms
[2022-03-30 02:49:40 main:574] : INFO : Epoch 1547 | loss: 0.0311075 | val_loss: 0.0311596 | Time: 7406.51 ms
[2022-03-30 02:49:47 main:574] : INFO : Epoch 1548 | loss: 0.0311065 | val_loss: 0.0311571 | Time: 7593.59 ms
[2022-03-30 02:49:55 main:574] : INFO : Epoch 1549 | loss: 0.0311053 | val_loss: 0.0311632 | Time: 7609.2 ms
[2022-03-30 02:50:02 main:574] : INFO : Epoch 1550 | loss: 0.0311107 | val_loss: 0.0311595 | Time: 7351.88 ms
[2022-03-30 02:50:09 main:574] : INFO : Epoch 1551 | loss: 0.0311075 | val_loss: 0.0311644 | Time: 6863.29 ms
[2022-03-30 02:50:16 main:574] : INFO : Epoch 1552 | loss: 0.0311099 | val_loss: 0.0311678 | Time: 7112.69 ms
[2022-03-30 02:50:23 main:574] : INFO : Epoch 1553 | loss: 0.0311075 | val_loss: 0.0311655 | Time: 6997.49 ms
[2022-03-30 02:50:30 main:574] : INFO : Epoch 1554 | loss: 0.0311051 | val_loss: 0.031156 | Time: 6735.56 ms
[2022-03-30 02:50:37 main:574] : INFO : Epoch 1555 | loss: 0.0311052 | val_loss: 0.0311575 | Time: 6995.46 ms
[2022-03-30 02:50:45 main:574] : INFO : Epoch 1556 | loss: 0.0311046 | val_loss: 0.031159 | Time: 7789.35 ms
[2022-03-30 02:50:52 main:574] : INFO : Epoch 1557 | loss: 0.0311046 | val_loss: 0.0311569 | Time: 7036.38 ms
[2022-03-30 02:50:59 main:574] : INFO : Epoch 1558 | loss: 0.0311039 | val_loss: 0.0311598 | Time: 7314.99 ms
[2022-03-30 02:51:07 main:574] : INFO : Epoch 1559 | loss: 0.0311015 | val_loss: 0.0311652 | Time: 7476.33 ms
[2022-03-30 02:51:14 main:574] : INFO : Epoch 1560 | loss: 0.0311011 | val_loss: 0.0311672 | Time: 7108.4 ms
[2022-03-30 02:51:21 main:574] : INFO : Epoch 1561 | loss: 0.0311133 | val_loss: 0.0311608 | Time: 7430.4 ms
[2022-03-30 02:51:29 main:574] : INFO : Epoch 1562 | loss: 0.0311255 | val_loss: 0.0311606 | Time: 7533.12 ms
[2022-03-30 02:51:36 main:574] : INFO : Epoch 1563 | loss: 0.031118 | val_loss: 0.0311528 | Time: 7109.01 ms
[2022-03-30 02:51:43 main:574] : INFO : Epoch 1564 | loss: 0.0311186 | val_loss: 0.031154 | Time: 7160.05 ms
[2022-03-30 02:51:50 main:574] : INFO : Epoch 1565 | loss: 0.0311144 | val_loss: 0.0311567 | Time: 7119.16 ms
[2022-03-30 02:51:58 main:574] : INFO : Epoch 1566 | loss: 0.0311106 | val_loss: 0.0311538 | Time: 7530.16 ms
[2022-03-30 02:52:05 main:574] : INFO : Epoch 1567 | loss: 0.031109 | val_loss: 0.0311604 | Time: 7421.07 ms
[2022-03-30 02:52:12 main:574] : INFO : Epoch 1568 | loss: 0.0311119 | val_loss: 0.0311584 | Time: 6903.09 ms
[2022-03-30 02:52:19 main:574] : INFO : Epoch 1569 | loss: 0.0311117 | val_loss: 0.0311587 | Time: 7125.88 ms
[2022-03-30 02:52:27 main:574] : INFO : Epoch 1570 | loss: 0.0311055 | val_loss: 0.0311578 | Time: 7410.18 ms
[2022-03-30 02:52:34 main:574] : INFO : Epoch 1571 | loss: 0.0311051 | val_loss: 0.0311614 | Time: 6978.23 ms
[2022-03-30 02:52:41 main:574] : INFO : Epoch 1572 | loss: 0.0311025 | val_loss: 0.0311587 | Time: 7477.3 ms
[2022-03-30 02:52:48 main:574] : INFO : Epoch 1573 | loss: 0.0311085 | val_loss: 0.0311584 | Time: 7077.58 ms
[2022-03-30 02:52:56 main:574] : INFO : Epoch 1574 | loss: 0.0311135 | val_loss: 0.0311605 | Time: 7579.25 ms
[2022-03-30 02:53:03 main:574] : INFO : Epoch 1575 | loss: 0.0311157 | val_loss: 0.0311603 | Time: 7046.85 ms
[2022-03-30 02:53:11 main:574] : INFO : Epoch 1576 | loss: 0.0311116 | val_loss: 0.0311593 | Time: 7857.77 ms
[2022-03-30 02:53:18 main:574] : INFO : Epoch 1577 | loss: 0.0311098 | val_loss: 0.0311549 | Time: 7456.58 ms
[2022-03-30 02:53:25 main:574] : INFO : Epoch 1578 | loss: 0.0311049 | val_loss: 0.0311582 | Time: 6895.04 ms
[2022-03-30 02:53:32 main:574] : INFO : Epoch 1579 | loss: 0.0311075 | val_loss: 0.0311548 | Time: 7228.72 ms
[2022-03-30 02:53:39 main:574] : INFO : Epoch 1580 | loss: 0.0311199 | val_loss: 0.0311509 | Time: 7037.04 ms
[2022-03-30 02:53:47 main:574] : INFO : Epoch 1581 | loss: 0.0311128 | val_loss: 0.0311539 | Time: 7441.23 ms
[2022-03-30 02:53:54 main:574] : INFO : Epoch 1582 | loss: 0.0311085 | val_loss: 0.0311574 | Time: 7171.16 ms
[2022-03-30 02:54:02 main:574] : INFO : Epoch 1583 | loss: 0.0311045 | val_loss: 0.0311608 | Time: 7423.16 ms
[2022-03-30 02:54:09 main:574] : INFO : Epoch 1584 | loss: 0.031111 | val_loss: 0.0311596 | Time: 6955.22 ms
[2022-03-30 02:54:15 main:574] : INFO : Epoch 1585 | loss: 0.0311092 | val_loss: 0.031158 | Time: 6757.76 ms
[2022-03-30 02:54:22 main:574] : INFO : Epoch 1586 | loss: 0.0311068 | val_loss: 0.0311631 | Time: 6998.58 ms
[2022-03-30 02:54:30 main:574] : INFO : Epoch 1587 | loss: 0.0311042 | val_loss: 0.0311637 | Time: 7846.09 ms
[2022-03-30 02:54:38 main:574] : INFO : Epoch 1588 | loss: 0.0311052 | val_loss: 0.0311648 | Time: 8185.98 ms
[2022-03-30 02:54:46 main:574] : INFO : Epoch 1589 | loss: 0.0311007 | val_loss: 0.0311618 | Time: 7764.59 ms
[2022-03-30 02:54:53 main:574] : INFO : Epoch 1590 | loss: 0.0310996 | val_loss: 0.0311648 | Time: 7017.1 ms
[2022-03-30 02:55:01 main:574] : INFO : Epoch 1591 | loss: 0.031099 | val_loss: 0.0311682 | Time: 7358.26 ms
[2022-03-30 02:55:08 main:574] : INFO : Epoch 1592 | loss: 0.0311015 | val_loss: 0.0311602 | Time: 7660.81 ms
[2022-03-30 02:55:15 main:574] : INFO : Epoch 1593 | loss: 0.0311016 | val_loss: 0.0311561 | Time: 7089.16 ms
[2022-03-30 02:55:23 main:574] : INFO : Epoch 1594 | loss: 0.0311052 | val_loss: 0.0311576 | Time: 7501.25 ms
[2022-03-30 02:55:31 main:574] : INFO : Epoch 1595 | loss: 0.0311004 | val_loss: 0.0311629 | Time: 7777.65 ms
[2022-03-30 02:55:38 main:574] : INFO : Epoch 1596 | loss: 0.0311031 | val_loss: 0.0311623 | Time: 7334.27 ms
[2022-03-30 02:55:46 main:574] : INFO : Epoch 1597 | loss: 0.0310995 | val_loss: 0.0311654 | Time: 8312.32 ms
[2022-03-30 02:55:55 main:574] : INFO : Epoch 1598 | loss: 0.0311 | val_loss: 0.0311688 | Time: 8653.19 ms
[2022-03-30 02:56:03 main:574] : INFO : Epoch 1599 | loss: 0.0310995 | val_loss: 0.0311619 | Time: 7575.1 ms
[2022-03-30 02:56:10 main:574] : INFO : Epoch 1600 | loss: 0.0311001 | val_loss: 0.0311592 | Time: 7302.28 ms
[2022-03-30 02:56:18 main:574] : INFO : Epoch 1601 | loss: 0.0311008 | val_loss: 0.031163 | Time: 8498.32 ms
[2022-03-30 02:56:27 main:574] : INFO : Epoch 1602 | loss: 0.0311042 | val_loss: 0.031166 | Time: 8931.01 ms
[2022-03-30 02:56:37 main:574] : INFO : Epoch 1603 | loss: 0.0311038 | val_loss: 0.0311649 | Time: 10085.3 ms
[2022-03-30 02:56:46 main:574] : INFO : Epoch 1604 | loss: 0.0311023 | val_loss: 0.0311628 | Time: 8660.9 ms
[2022-03-30 02:56:55 main:574] : INFO : Epoch 1605 | loss: 0.031099 | val_loss: 0.0311601 | Time: 8551.52 ms
[2022-03-30 02:57:03 main:574] : INFO : Epoch 1606 | loss: 0.031106 | val_loss: 0.0311564 | Time: 8367.86 ms
[2022-03-30 02:57:12 main:574] : INFO : Epoch 1607 | loss: 0.0311 | val_loss: 0.0311566 | Time: 8574.85 ms
[2022-03-30 02:57:20 main:574] : INFO : Epoch 1608 | loss: 0.0311001 | val_loss: 0.031156 | Time: 7930.11 ms
[2022-03-30 02:57:28 main:574] : INFO : Epoch 1609 | loss: 0.0310998 | val_loss: 0.0311569 | Time: 8074.97 ms
[2022-03-30 02:57:36 main:574] : INFO : Epoch 1610 | loss: 0.0311008 | val_loss: 0.0311592 | Time: 8546.64 ms
[2022-03-30 02:57:45 main:574] : INFO : Epoch 1611 | loss: 0.0311019 | val_loss: 0.0311645 | Time: 8916.41 ms
[2022-03-30 02:57:53 main:574] : INFO : Epoch 1612 | loss: 0.0311111 | val_loss: 0.0311613 | Time: 8127.33 ms
[2022-03-30 02:58:02 main:574] : INFO : Epoch 1613 | loss: 0.0311163 | val_loss: 0.0311558 | Time: 8208.76 ms
[2022-03-30 02:58:09 main:574] : INFO : Epoch 1614 | loss: 0.0311154 | val_loss: 0.0311599 | Time: 7556.87 ms
[2022-03-30 02:58:17 main:574] : INFO : Epoch 1615 | loss: 0.0311106 | val_loss: 0.0311566 | Time: 7574.85 ms
[2022-03-30 02:58:26 main:574] : INFO : Epoch 1616 | loss: 0.0311066 | val_loss: 0.0311535 | Time: 9350.87 ms
[2022-03-30 02:58:35 main:574] : INFO : Epoch 1617 | loss: 0.0311049 | val_loss: 0.0311638 | Time: 8442.37 ms
[2022-03-30 02:58:43 main:574] : INFO : Epoch 1618 | loss: 0.031107 | val_loss: 0.0311626 | Time: 8272.11 ms
[2022-03-30 02:58:50 main:574] : INFO : Epoch 1619 | loss: 0.0311053 | val_loss: 0.0311652 | Time: 7440 ms
[2022-03-30 02:58:58 main:574] : INFO : Epoch 1620 | loss: 0.0311029 | val_loss: 0.0311619 | Time: 7898.29 ms
[2022-03-30 02:59:05 main:574] : INFO : Epoch 1621 | loss: 0.0311 | val_loss: 0.0311625 | Time: 6846.26 ms
[2022-03-30 02:59:13 main:574] : INFO : Epoch 1622 | loss: 0.0311 | val_loss: 0.031157 | Time: 8489.39 ms
[2022-03-30 02:59:22 main:574] : INFO : Epoch 1623 | loss: 0.0310957 | val_loss: 0.0311613 | Time: 8225.73 ms
[2022-03-30 02:59:29 main:574] : INFO : Epoch 1624 | loss: 0.0311004 | val_loss: 0.031156 | Time: 7099.25 ms
[2022-03-30 02:59:37 main:574] : INFO : Epoch 1625 | loss: 0.0310983 | val_loss: 0.0311572 | Time: 7950.25 ms
[2022-03-30 02:59:44 main:574] : INFO : Epoch 1626 | loss: 0.0310981 | val_loss: 0.0311628 | Time: 7326.57 ms
[2022-03-30 02:59:52 main:574] : INFO : Epoch 1627 | loss: 0.0311013 | val_loss: 0.0311628 | Time: 7755.37 ms
[2022-03-30 03:00:00 main:574] : INFO : Epoch 1628 | loss: 0.0310964 | val_loss: 0.0311678 | Time: 8087.6 ms
[2022-03-30 03:00:11 main:574] : INFO : Epoch 1629 | loss: 0.0310976 | val_loss: 0.0311672 | Time: 10612.2 ms
[2022-03-30 03:00:19 main:574] : INFO : Epoch 1630 | loss: 0.0310964 | val_loss: 0.0311686 | Time: 8059.07 ms
[2022-03-30 03:00:27 main:574] : INFO : Epoch 1631 | loss: 0.0310952 | val_loss: 0.031158 | Time: 8357.63 ms
[2022-03-30 03:00:37 main:574] : INFO : Epoch 1632 | loss: 0.0310988 | val_loss: 0.0311618 | Time: 9428.1 ms
[2022-03-30 03:00:45 main:574] : INFO : Epoch 1633 | loss: 0.0310957 | val_loss: 0.0311657 | Time: 8724.44 ms
[2022-03-30 03:00:54 main:574] : INFO : Epoch 1634 | loss: 0.0310959 | val_loss: 0.031163 | Time: 8424.25 ms
[2022-03-30 03:01:02 main:574] : INFO : Epoch 1635 | loss: 0.0310958 | val_loss: 0.0311639 | Time: 8238.02 ms
[2022-03-30 03:01:10 main:574] : INFO : Epoch 1636 | loss: 0.031097 | val_loss: 0.0311657 | Time: 7951.83 ms
[2022-03-30 03:01:18 main:574] : INFO : Epoch 1637 | loss: 0.0311044 | val_loss: 0.031173 | Time: 8095.7 ms
[2022-03-30 03:01:27 main:574] : INFO : Epoch 1638 | loss: 0.0310998 | val_loss: 0.0311697 | Time: 9046.88 ms
[2022-03-30 03:01:35 main:574] : INFO : Epoch 1639 | loss: 0.0310995 | val_loss: 0.0311724 | Time: 8104.36 ms
[2022-03-30 03:01:43 main:574] : INFO : Epoch 1640 | loss: 0.0310959 | val_loss: 0.0311658 | Time: 8222.28 ms
[2022-03-30 03:01:51 main:574] : INFO : Epoch 1641 | loss: 0.031093 | val_loss: 0.0311668 | Time: 7741.01 ms
[2022-03-30 03:02:01 main:574] : INFO : Epoch 1642 | loss: 0.0310945 | val_loss: 0.0311622 | Time: 9626.38 ms
[2022-03-30 03:02:10 main:574] : INFO : Epoch 1643 | loss: 0.0310947 | val_loss: 0.0311626 | Time: 8962.37 ms
[2022-03-30 03:02:18 main:574] : INFO : Epoch 1644 | loss: 0.031093 | val_loss: 0.0311624 | Time: 8298.82 ms
[2022-03-30 03:02:27 main:574] : INFO : Epoch 1645 | loss: 0.0310923 | val_loss: 0.0311657 | Time: 8456.5 ms
[2022-03-30 03:02:35 main:574] : INFO : Epoch 1646 | loss: 0.0310914 | val_loss: 0.0311691 | Time: 7934.35 ms
[2022-03-30 03:02:45 main:574] : INFO : Epoch 1647 | loss: 0.0310923 | val_loss: 0.0311641 | Time: 10049.2 ms
[2022-03-30 03:02:53 main:574] : INFO : Epoch 1648 | loss: 0.0310946 | val_loss: 0.0311569 | Time: 8590.8 ms
[2022-03-30 03:03:02 main:574] : INFO : Epoch 1649 | loss: 0.0310961 | val_loss: 0.0311667 | Time: 8378.84 ms
[2022-03-30 03:03:09 main:574] : INFO : Epoch 1650 | loss: 0.031094 | val_loss: 0.031164 | Time: 7786.68 ms
[2022-03-30 03:03:19 main:574] : INFO : Epoch 1651 | loss: 0.0310932 | val_loss: 0.0311643 | Time: 9192.16 ms
[2022-03-30 03:03:28 main:574] : INFO : Epoch 1652 | loss: 0.031097 | val_loss: 0.0311755 | Time: 9593.39 ms
[2022-03-30 03:03:38 main:574] : INFO : Epoch 1653 | loss: 0.0310974 | val_loss: 0.0311613 | Time: 9449.76 ms
[2022-03-30 03:03:46 main:574] : INFO : Epoch 1654 | loss: 0.0310941 | val_loss: 0.0311593 | Time: 7802.6 ms
[2022-03-30 03:03:54 main:574] : INFO : Epoch 1655 | loss: 0.0310987 | val_loss: 0.0311806 | Time: 8188.99 ms
[2022-03-30 03:04:02 main:574] : INFO : Epoch 1656 | loss: 0.0310915 | val_loss: 0.0311667 | Time: 7813.79 ms
[2022-03-30 03:04:09 main:574] : INFO : Epoch 1657 | loss: 0.0310909 | val_loss: 0.031167 | Time: 7611.17 ms
[2022-03-30 03:04:16 main:574] : INFO : Epoch 1658 | loss: 0.0310925 | val_loss: 0.0311684 | Time: 7243.48 ms
[2022-03-30 03:04:25 main:574] : INFO : Epoch 1659 | loss: 0.0310943 | val_loss: 0.0311671 | Time: 8519.65 ms
[2022-03-30 03:04:34 main:574] : INFO : Epoch 1660 | loss: 0.0310937 | val_loss: 0.0311745 | Time: 9409.07 ms
[2022-03-30 03:04:43 main:574] : INFO : Epoch 1661 | loss: 0.0310963 | val_loss: 0.0311614 | Time: 8943.64 ms
[2022-03-30 03:04:52 main:574] : INFO : Epoch 1662 | loss: 0.0310965 | val_loss: 0.0311703 | Time: 8170.77 ms
[2022-03-30 03:04:59 main:574] : INFO : Epoch 1663 | loss: 0.031094 | val_loss: 0.0311657 | Time: 7756.93 ms
[2022-03-30 03:05:08 main:574] : INFO : Epoch 1664 | loss: 0.0310962 | val_loss: 0.0311613 | Time: 8309.82 ms
[2022-03-30 03:05:17 main:574] : INFO : Epoch 1665 | loss: 0.0310971 | val_loss: 0.0311792 | Time: 8857.02 ms
[2022-03-30 03:05:25 main:574] : INFO : Epoch 1666 | loss: 0.0311385 | val_loss: 0.0311533 | Time: 8290.13 ms
[2022-03-30 03:05:32 main:574] : INFO : Epoch 1667 | loss: 0.031133 | val_loss: 0.0311527 | Time: 7073.68 ms
[2022-03-30 03:05:40 main:574] : INFO : Epoch 1668 | loss: 0.0311264 | val_loss: 0.0311522 | Time: 7909.85 ms
[2022-03-30 03:05:47 main:574] : INFO : Epoch 1669 | loss: 0.031124 | val_loss: 0.0311535 | Time: 7326.44 ms
[2022-03-30 03:05:56 main:574] : INFO : Epoch 1670 | loss: 0.0311217 | val_loss: 0.0311518 | Time: 8896.85 ms
[2022-03-30 03:06:04 main:574] : INFO : Epoch 1671 | loss: 0.0311426 | val_loss: 0.0311541 | Time: 7527.86 ms
[2022-03-30 03:06:12 main:574] : INFO : Epoch 1672 | loss: 0.0311378 | val_loss: 0.0311516 | Time: 8306.06 ms
[2022-03-30 03:06:20 main:574] : INFO : Epoch 1673 | loss: 0.0311305 | val_loss: 0.0311482 | Time: 8349.76 ms
[2022-03-30 03:06:28 main:574] : INFO : Epoch 1674 | loss: 0.0311262 | val_loss: 0.0311493 | Time: 7391.39 ms
[2022-03-30 03:06:36 main:574] : INFO : Epoch 1675 | loss: 0.0311243 | val_loss: 0.0311462 | Time: 7789.95 ms
[2022-03-30 03:06:43 main:574] : INFO : Epoch 1676 | loss: 0.031123 | val_loss: 0.0311463 | Time: 7509.46 ms
[2022-03-30 03:06:52 main:574] : INFO : Epoch 1677 | loss: 0.0311234 | val_loss: 0.0311524 | Time: 8162.77 ms
[2022-03-30 03:06:59 main:574] : INFO : Epoch 1678 | loss: 0.0311175 | val_loss: 0.0311526 | Time: 7358.82 ms
[2022-03-30 03:07:07 main:574] : INFO : Epoch 1679 | loss: 0.0311163 | val_loss: 0.0311495 | Time: 8160.28 ms
[2022-03-30 03:07:17 main:574] : INFO : Epoch 1680 | loss: 0.0311153 | val_loss: 0.0311487 | Time: 10091.6 ms
[2022-03-30 03:07:26 main:574] : INFO : Epoch 1681 | loss: 0.0311152 | val_loss: 0.03115 | Time: 8680.14 ms
[2022-03-30 03:07:34 main:574] : INFO : Epoch 1682 | loss: 0.031115 | val_loss: 0.0311461 | Time: 8191.31 ms
[2022-03-30 03:07:42 main:574] : INFO : Epoch 1683 | loss: 0.0311136 | val_loss: 0.0311481 | Time: 7450.43 ms
[2022-03-30 03:07:50 main:574] : INFO : Epoch 1684 | loss: 0.0311125 | val_loss: 0.0311472 | Time: 7890.77 ms
[2022-03-30 03:07:58 main:574] : INFO : Epoch 1685 | loss: 0.0311142 | val_loss: 0.0311477 | Time: 8552.91 ms
[2022-03-30 03:08:06 main:574] : INFO : Epoch 1686 | loss: 0.0311102 | val_loss: 0.0311468 | Time: 7523.25 ms
[2022-03-30 03:08:13 main:574] : INFO : Epoch 1687 | loss: 0.0311104 | val_loss: 0.0311451 | Time: 7655.96 ms
[2022-03-30 03:08:20 main:574] : INFO : Epoch 1688 | loss: 0.0311103 | val_loss: 0.0311465 | Time: 7062.61 ms
[2022-03-30 03:08:27 main:574] : INFO : Epoch 1689 | loss: 0.0311096 | val_loss: 0.0311478 | Time: 6769.59 ms
[2022-03-30 03:08:34 main:574] : INFO : Epoch 1690 | loss: 0.0311083 | val_loss: 0.0311514 | Time: 7282.81 ms
[2022-03-30 03:08:42 main:574] : INFO : Epoch 1691 | loss: 0.031109 | val_loss: 0.031146 | Time: 7693.91 ms
[2022-03-30 03:08:49 main:574] : INFO : Epoch 1692 | loss: 0.0311084 | val_loss: 0.0311462 | Time: 7264.73 ms
[2022-03-30 03:08:57 main:574] : INFO : Epoch 1693 | loss: 0.0311073 | val_loss: 0.0311519 | Time: 7561.18 ms
[2022-03-30 03:09:05 main:574] : INFO : Epoch 1694 | loss: 0.0311114 | val_loss: 0.0311567 | Time: 7640.88 ms
[2022-03-30 03:09:13 main:574] : INFO : Epoch 1695 | loss: 0.0311207 | val_loss: 0.0311494 | Time: 7787.53 ms
[2022-03-30 03:09:20 main:574] : INFO : Epoch 1696 | loss: 0.0311159 | val_loss: 0.0311511 | Time: 7176.89 ms
[2022-03-30 03:09:28 main:574] : INFO : Epoch 1697 | loss: 0.0311144 | val_loss: 0.0311496 | Time: 8032.3 ms
[2022-03-30 03:09:35 main:574] : INFO : Epoch 1698 | loss: 0.0311126 | val_loss: 0.0311516 | Time: 7163.49 ms
[2022-03-30 03:09:42 main:574] : INFO : Epoch 1699 | loss: 0.0311148 | val_loss: 0.0311503 | Time: 7376.61 ms
[2022-03-30 03:09:49 main:574] : INFO : Epoch 1700 | loss: 0.0311115 | val_loss: 0.0311529 | Time: 6945.94 ms
[2022-03-30 03:09:56 main:574] : INFO : Epoch 1701 | loss: 0.0311097 | val_loss: 0.0311481 | Time: 7117.07 ms
[2022-03-30 03:10:04 main:574] : INFO : Epoch 1702 | loss: 0.0311113 | val_loss: 0.0311534 | Time: 7976.36 ms
[2022-03-30 03:10:13 main:574] : INFO : Epoch 1703 | loss: 0.0311063 | val_loss: 0.0311469 | Time: 8411.45 ms
[2022-03-30 03:10:21 main:574] : INFO : Epoch 1704 | loss: 0.0311076 | val_loss: 0.0311542 | Time: 8118.24 ms
[2022-03-30 03:10:28 main:574] : INFO : Epoch 1705 | loss: 0.0311067 | val_loss: 0.0311525 | Time: 7134.78 ms
[2022-03-30 03:10:35 main:574] : INFO : Epoch 1706 | loss: 0.031106 | val_loss: 0.0311524 | Time: 7365.67 ms
[2022-03-30 03:10:43 main:574] : INFO : Epoch 1707 | loss: 0.0311051 | val_loss: 0.0311537 | Time: 7036.43 ms
[2022-03-30 03:10:51 main:574] : INFO : Epoch 1708 | loss: 0.0311118 | val_loss: 0.031152 | Time: 7949.5 ms
[2022-03-30 03:10:58 main:574] : INFO : Epoch 1709 | loss: 0.0311143 | val_loss: 0.0311528 | Time: 7436.31 ms
[2022-03-30 03:11:05 main:574] : INFO : Epoch 1710 | loss: 0.0311123 | val_loss: 0.0311598 | Time: 7243.48 ms
[2022-03-30 03:11:12 main:574] : INFO : Epoch 1711 | loss: 0.0311163 | val_loss: 0.0311539 | Time: 6774.93 ms
[2022-03-30 03:11:19 main:574] : INFO : Epoch 1712 | loss: 0.0311101 | val_loss: 0.0311519 | Time: 7238.76 ms
[2022-03-30 03:11:28 main:574] : INFO : Epoch 1713 | loss: 0.0311079 | val_loss: 0.0311494 | Time: 8335.42 ms
[2022-03-30 03:11:35 main:574] : INFO : Epoch 1714 | loss: 0.0311058 | val_loss: 0.0311498 | Time: 7662.94 ms
[2022-03-30 03:11:43 main:574] : INFO : Epoch 1715 | loss: 0.0311068 | val_loss: 0.0311544 | Time: 7378.11 ms
[2022-03-30 03:11:50 main:574] : INFO : Epoch 1716 | loss: 0.031108 | val_loss: 0.0311484 | Time: 7074.99 ms
[2022-03-30 03:11:57 main:574] : INFO : Epoch 1717 | loss: 0.0311083 | val_loss: 0.0311559 | Time: 6985.47 ms
[2022-03-30 03:12:04 main:574] : INFO : Epoch 1718 | loss: 0.0311136 | val_loss: 0.0311488 | Time: 7393.61 ms
[2022-03-30 03:12:11 main:574] : INFO : Epoch 1719 | loss: 0.0311102 | val_loss: 0.0311529 | Time: 7152.35 ms
[2022-03-30 03:12:19 main:574] : INFO : Epoch 1720 | loss: 0.031107 | val_loss: 0.03115 | Time: 7128.68 ms
[2022-03-30 03:12:27 main:574] : INFO : Epoch 1721 | loss: 0.0311109 | val_loss: 0.0311585 | Time: 7995.41 ms
[2022-03-30 03:12:35 main:574] : INFO : Epoch 1722 | loss: 0.0311139 | val_loss: 0.0311509 | Time: 8423.96 ms
[2022-03-30 03:12:42 main:574] : INFO : Epoch 1723 | loss: 0.0311123 | val_loss: 0.0311502 | Time: 7431.07 ms
[2022-03-30 03:12:50 main:574] : INFO : Epoch 1724 | loss: 0.0311063 | val_loss: 0.031148 | Time: 7383.6 ms
[2022-03-30 03:12:57 main:574] : INFO : Epoch 1725 | loss: 0.0311117 | val_loss: 0.0311512 | Time: 7372.05 ms
[2022-03-30 03:13:05 main:574] : INFO : Epoch 1726 | loss: 0.0311131 | val_loss: 0.0311555 | Time: 7767.33 ms
[2022-03-30 03:13:12 main:574] : INFO : Epoch 1727 | loss: 0.0311081 | val_loss: 0.0311514 | Time: 7483.94 ms
[2022-03-30 03:13:19 main:574] : INFO : Epoch 1728 | loss: 0.031103 | val_loss: 0.0311516 | Time: 6966.22 ms
[2022-03-30 03:13:27 main:574] : INFO : Epoch 1729 | loss: 0.0311038 | val_loss: 0.0311486 | Time: 7263.94 ms
[2022-03-30 03:13:34 main:574] : INFO : Epoch 1730 | loss: 0.031105 | val_loss: 0.0311484 | Time: 7202.36 ms
[2022-03-30 03:13:41 main:574] : INFO : Epoch 1731 | loss: 0.0311051 | val_loss: 0.0311466 | Time: 7118.8 ms
[2022-03-30 03:13:48 main:574] : INFO : Epoch 1732 | loss: 0.0311052 | val_loss: 0.0311601 | Time: 7303.39 ms
[2022-03-30 03:13:57 main:574] : INFO : Epoch 1733 | loss: 0.0311084 | val_loss: 0.0311523 | Time: 8269.04 ms
[2022-03-30 03:14:04 main:574] : INFO : Epoch 1734 | loss: 0.0311076 | val_loss: 0.0311489 | Time: 7538.06 ms
[2022-03-30 03:14:12 main:574] : INFO : Epoch 1735 | loss: 0.0311068 | val_loss: 0.0311499 | Time: 7422.13 ms
[2022-03-30 03:14:19 main:574] : INFO : Epoch 1736 | loss: 0.0311041 | val_loss: 0.0311497 | Time: 7235.14 ms
[2022-03-30 03:14:26 main:574] : INFO : Epoch 1737 | loss: 0.0310995 | val_loss: 0.0311509 | Time: 7173.7 ms
[2022-03-30 03:14:34 main:574] : INFO : Epoch 1738 | loss: 0.0310996 | val_loss: 0.0311536 | Time: 7398.07 ms
[2022-03-30 03:14:40 main:574] : INFO : Epoch 1739 | loss: 0.0310985 | val_loss: 0.0311546 | Time: 6878.63 ms
[2022-03-30 03:14:48 main:574] : INFO : Epoch 1740 | loss: 0.0310982 | val_loss: 0.0311536 | Time: 7388.18 ms
[2022-03-30 03:14:55 main:574] : INFO : Epoch 1741 | loss: 0.0310979 | val_loss: 0.0311597 | Time: 7175.36 ms
[2022-03-30 03:15:03 main:574] : INFO : Epoch 1742 | loss: 0.0311011 | val_loss: 0.0311531 | Time: 8376.67 ms
[2022-03-30 03:15:12 main:574] : INFO : Epoch 1743 | loss: 0.0310962 | val_loss: 0.0311576 | Time: 8095.73 ms
[2022-03-30 03:15:19 main:574] : INFO : Epoch 1744 | loss: 0.0310976 | val_loss: 0.0311488 | Time: 7213.38 ms
[2022-03-30 03:15:26 main:574] : INFO : Epoch 1745 | loss: 0.0310969 | val_loss: 0.0311644 | Time: 7689.53 ms
[2022-03-30 03:15:33 main:574] : INFO : Epoch 1746 | loss: 0.0310973 | val_loss: 0.0311541 | Time: 6945.34 ms
[2022-03-30 03:15:40 main:574] : INFO : Epoch 1747 | loss: 0.0310981 | val_loss: 0.0311542 | Time: 6989.79 ms
[2022-03-30 03:15:48 main:574] : INFO : Epoch 1748 | loss: 0.031098 | val_loss: 0.0311493 | Time: 7107.73 ms
[2022-03-30 03:15:55 main:574] : INFO : Epoch 1749 | loss: 0.0310979 | val_loss: 0.0311563 | Time: 7723.62 ms
[2022-03-30 03:16:03 main:574] : INFO : Epoch 1750 | loss: 0.0310959 | val_loss: 0.0311559 | Time: 7614.36 ms
[2022-03-30 03:16:10 main:574] : INFO : Epoch 1751 | loss: 0.0311004 | val_loss: 0.0311662 | Time: 7370.63 ms
[2022-03-30 03:16:18 main:574] : INFO : Epoch 1752 | loss: 0.0311045 | val_loss: 0.0311704 | Time: 7298.14 ms
[2022-03-30 03:16:25 main:574] : INFO : Epoch 1753 | loss: 0.0310994 | val_loss: 0.0311569 | Time: 7115.02 ms
[2022-03-30 03:16:32 main:574] : INFO : Epoch 1754 | loss: 0.0310973 | val_loss: 0.0311526 | Time: 7311.75 ms
[2022-03-30 03:16:40 main:574] : INFO : Epoch 1755 | loss: 0.0310999 | val_loss: 0.0311542 | Time: 7501.39 ms
[2022-03-30 03:16:47 main:574] : INFO : Epoch 1756 | loss: 0.0310998 | val_loss: 0.0311521 | Time: 7583.89 ms
[2022-03-30 03:16:56 main:574] : INFO : Epoch 1757 | loss: 0.0310969 | val_loss: 0.0311525 | Time: 9246.95 ms
[2022-03-30 03:17:04 main:574] : INFO : Epoch 1758 | loss: 0.0310978 | val_loss: 0.0311641 | Time: 7394.37 ms
[2022-03-30 03:17:11 main:574] : INFO : Epoch 1759 | loss: 0.0310969 | val_loss: 0.0311623 | Time: 7106.36 ms
[2022-03-30 03:17:18 main:574] : INFO : Epoch 1760 | loss: 0.0311005 | val_loss: 0.0311553 | Time: 6934.39 ms
[2022-03-30 03:17:25 main:574] : INFO : Epoch 1761 | loss: 0.0310986 | val_loss: 0.0311612 | Time: 7505.82 ms
[2022-03-30 03:17:33 main:574] : INFO : Epoch 1762 | loss: 0.0311004 | val_loss: 0.031154 | Time: 8005.97 ms
[2022-03-30 03:17:42 main:574] : INFO : Epoch 1763 | loss: 0.0310996 | val_loss: 0.0311546 | Time: 8373.61 ms
[2022-03-30 03:17:49 main:574] : INFO : Epoch 1764 | loss: 0.0310981 | val_loss: 0.0311535 | Time: 7077.78 ms
[2022-03-30 03:17:56 main:574] : INFO : Epoch 1765 | loss: 0.0310964 | val_loss: 0.0311532 | Time: 7269.36 ms
[2022-03-30 03:18:04 main:574] : INFO : Epoch 1766 | loss: 0.0311005 | val_loss: 0.0311695 | Time: 7702.4 ms
[2022-03-30 03:18:13 main:574] : INFO : Epoch 1767 | loss: 0.0310981 | val_loss: 0.0311627 | Time: 8667.24 ms
[2022-03-30 03:18:20 main:574] : INFO : Epoch 1768 | loss: 0.0310969 | val_loss: 0.0311529 | Time: 7487.69 ms
[2022-03-30 03:18:27 main:574] : INFO : Epoch 1769 | loss: 0.0310932 | val_loss: 0.0311586 | Time: 7207.48 ms
[2022-03-30 03:18:35 main:574] : INFO : Epoch 1770 | loss: 0.0310945 | val_loss: 0.0311629 | Time: 7893.62 ms
[2022-03-30 03:18:43 main:574] : INFO : Epoch 1771 | loss: 0.0310981 | val_loss: 0.0311528 | Time: 7260.47 ms
[2022-03-30 03:18:49 main:574] : INFO : Epoch 1772 | loss: 0.031104 | val_loss: 0.0311533 | Time: 6771.23 ms
[2022-03-30 03:18:57 main:574] : INFO : Epoch 1773 | loss: 0.031106 | val_loss: 0.0311593 | Time: 7794.49 ms
[2022-03-30 03:19:04 main:574] : INFO : Epoch 1774 | loss: 0.0311042 | val_loss: 0.0311552 | Time: 7222.46 ms
[2022-03-30 03:19:13 main:574] : INFO : Epoch 1775 | loss: 0.0311029 | val_loss: 0.0311568 | Time: 8747.35 ms
[2022-03-30 03:19:20 main:574] : INFO : Epoch 1776 | loss: 0.0310991 | val_loss: 0.0311549 | Time: 7003.84 ms
[2022-03-30 03:19:27 main:574] : INFO : Epoch 1777 | loss: 0.0310984 | val_loss: 0.0311593 | Time: 7190.36 ms
[2022-03-30 03:19:34 main:574] : INFO : Epoch 1778 | loss: 0.0310952 | val_loss: 0.0311623 | Time: 6855.74 ms
[2022-03-30 03:19:41 main:574] : INFO : Epoch 1779 | loss: 0.0310937 | val_loss: 0.0311568 | Time: 7001.27 ms
[2022-03-30 03:19:48 main:574] : INFO : Epoch 1780 | loss: 0.0310939 | val_loss: 0.0311581 | Time: 6864.52 ms
[2022-03-30 03:19:55 main:574] : INFO : Epoch 1781 | loss: 0.0310957 | val_loss: 0.0311608 | Time: 7365.15 ms
[2022-03-30 03:20:04 main:574] : INFO : Epoch 1782 | loss: 0.0311019 | val_loss: 0.0311574 | Time: 8707.36 ms
[2022-03-30 03:20:12 main:574] : INFO : Epoch 1783 | loss: 0.0310985 | val_loss: 0.0311553 | Time: 7915.8 ms
[2022-03-30 03:20:20 main:574] : INFO : Epoch 1784 | loss: 0.0310957 | val_loss: 0.031157 | Time: 7766.27 ms
[2022-03-30 03:20:27 main:574] : INFO : Epoch 1785 | loss: 0.0310956 | val_loss: 0.031157 | Time: 7244.98 ms
[2022-03-30 03:20:35 main:574] : INFO : Epoch 1786 | loss: 0.0310977 | val_loss: 0.0311578 | Time: 8203.45 ms
[2022-03-30 03:20:43 main:574] : INFO : Epoch 1787 | loss: 0.0310999 | val_loss: 0.0311562 | Time: 7345.23 ms
[2022-03-30 03:20:50 main:574] : INFO : Epoch 1788 | loss: 0.0310943 | val_loss: 0.0311562 | Time: 7081.23 ms
[2022-03-30 03:20:57 main:574] : INFO : Epoch 1789 | loss: 0.0310921 | val_loss: 0.0311535 | Time: 6735.45 ms
[2022-03-30 03:21:04 main:574] : INFO : Epoch 1790 | loss: 0.0310904 | val_loss: 0.0311565 | Time: 7034.95 ms
[2022-03-30 03:21:12 main:574] : INFO : Epoch 1791 | loss: 0.0310922 | val_loss: 0.0311594 | Time: 8606.92 ms
[2022-03-30 03:21:21 main:574] : INFO : Epoch 1792 | loss: 0.0310953 | val_loss: 0.0311553 | Time: 8222.35 ms
[2022-03-30 03:21:28 main:574] : INFO : Epoch 1793 | loss: 0.031091 | val_loss: 0.0311559 | Time: 7681.33 ms
[2022-03-30 03:21:35 main:574] : INFO : Epoch 1794 | loss: 0.0310876 | val_loss: 0.0311577 | Time: 6910.42 ms
[2022-03-30 03:21:42 main:574] : INFO : Epoch 1795 | loss: 0.0310883 | val_loss: 0.0311557 | Time: 7234.1 ms
[2022-03-30 03:21:49 main:574] : INFO : Epoch 1796 | loss: 0.0310904 | val_loss: 0.0311551 | Time: 6868.58 ms
[2022-03-30 03:21:56 main:574] : INFO : Epoch 1797 | loss: 0.0310884 | val_loss: 0.0311546 | Time: 6956.46 ms
[2022-03-30 03:22:04 main:574] : INFO : Epoch 1798 | loss: 0.0311012 | val_loss: 0.031154 | Time: 7868.32 ms
[2022-03-30 03:22:11 main:574] : INFO : Epoch 1799 | loss: 0.0311002 | val_loss: 0.0311508 | Time: 7069.97 ms
[2022-03-30 03:22:19 main:574] : INFO : Epoch 1800 | loss: 0.0310983 | val_loss: 0.0311555 | Time: 7445.38 ms
[2022-03-30 03:22:26 main:574] : INFO : Epoch 1801 | loss: 0.0310975 | val_loss: 0.0311572 | Time: 7407.67 ms
[2022-03-30 03:22:33 main:574] : INFO : Epoch 1802 | loss: 0.0310944 | val_loss: 0.0311566 | Time: 6912.43 ms
[2022-03-30 03:22:41 main:574] : INFO : Epoch 1803 | loss: 0.0310897 | val_loss: 0.0311623 | Time: 7524.11 ms
[2022-03-30 03:22:49 main:574] : INFO : Epoch 1804 | loss: 0.0310921 | val_loss: 0.0311618 | Time: 8261.5 ms
[2022-03-30 03:22:57 main:574] : INFO : Epoch 1805 | loss: 0.0310912 | val_loss: 0.0311566 | Time: 7811.89 ms
[2022-03-30 03:23:04 main:574] : INFO : Epoch 1806 | loss: 0.0310916 | val_loss: 0.0311557 | Time: 6831.29 ms
[2022-03-30 03:23:11 main:574] : INFO : Epoch 1807 | loss: 0.0310926 | val_loss: 0.0311602 | Time: 7267.95 ms
[2022-03-30 03:23:18 main:574] : INFO : Epoch 1808 | loss: 0.0310897 | val_loss: 0.031155 | Time: 7592.99 ms
[2022-03-30 03:23:26 main:574] : INFO : Epoch 1809 | loss: 0.0310907 | val_loss: 0.0311633 | Time: 7657.76 ms
[2022-03-30 03:23:33 main:574] : INFO : Epoch 1810 | loss: 0.031088 | val_loss: 0.0311527 | Time: 6656.17 ms
[2022-03-30 03:23:40 main:574] : INFO : Epoch 1811 | loss: 0.0310872 | val_loss: 0.0311566 | Time: 7517.74 ms
[2022-03-30 03:23:47 main:574] : INFO : Epoch 1812 | loss: 0.031089 | val_loss: 0.0311652 | Time: 7085.75 ms
[2022-03-30 03:23:55 main:574] : INFO : Epoch 1813 | loss: 0.0310932 | val_loss: 0.031154 | Time: 7261.03 ms
[2022-03-30 03:24:03 main:574] : INFO : Epoch 1814 | loss: 0.0310915 | val_loss: 0.0311626 | Time: 8061.24 ms
[2022-03-30 03:24:10 main:574] : INFO : Epoch 1815 | loss: 0.0310932 | val_loss: 0.0311557 | Time: 7543.94 ms
[2022-03-30 03:24:17 main:574] : INFO : Epoch 1816 | loss: 0.0310983 | val_loss: 0.0311499 | Time: 7124.07 ms
[2022-03-30 03:24:25 main:574] : INFO : Epoch 1817 | loss: 0.0311047 | val_loss: 0.0311538 | Time: 7126.36 ms
[2022-03-30 03:24:33 main:574] : INFO : Epoch 1818 | loss: 0.0311111 | val_loss: 0.031164 | Time: 7967.98 ms
[2022-03-30 03:24:40 main:574] : INFO : Epoch 1819 | loss: 0.0311058 | val_loss: 0.0311609 | Time: 7815.29 ms
[2022-03-30 03:24:48 main:574] : INFO : Epoch 1820 | loss: 0.0310987 | val_loss: 0.0311578 | Time: 7850.08 ms
[2022-03-30 03:24:56 main:574] : INFO : Epoch 1821 | loss: 0.0310972 | val_loss: 0.0311598 | Time: 7828.49 ms
[2022-03-30 03:25:04 main:574] : INFO : Epoch 1822 | loss: 0.0310952 | val_loss: 0.0311632 | Time: 7596.57 ms
[2022-03-30 03:25:11 main:574] : INFO : Epoch 1823 | loss: 0.0310923 | val_loss: 0.0311583 | Time: 7070.28 ms
[2022-03-30 03:25:18 main:574] : INFO : Epoch 1824 | loss: 0.0310932 | val_loss: 0.0311557 | Time: 6857.95 ms
[2022-03-30 03:25:25 main:574] : INFO : Epoch 1825 | loss: 0.0310879 | val_loss: 0.0311546 | Time: 7199.63 ms
[2022-03-30 03:25:32 main:574] : INFO : Epoch 1826 | loss: 0.0310866 | val_loss: 0.0311604 | Time: 6813.93 ms
[2022-03-30 03:25:39 main:574] : INFO : Epoch 1827 | loss: 0.0310961 | val_loss: 0.0311556 | Time: 7645.59 ms
[2022-03-30 03:25:47 main:574] : INFO : Epoch 1828 | loss: 0.0310959 | val_loss: 0.031159 | Time: 7686.01 ms
[2022-03-30 03:25:54 main:574] : INFO : Epoch 1829 | loss: 0.0310966 | val_loss: 0.0311624 | Time: 7005.31 ms
[2022-03-30 03:26:01 main:574] : INFO : Epoch 1830 | loss: 0.0310933 | val_loss: 0.0311506 | Time: 7115.85 ms
[2022-03-30 03:26:09 main:574] : INFO : Epoch 1831 | loss: 0.031091 | val_loss: 0.031162 | Time: 7916.08 ms
[2022-03-30 03:26:16 main:574] : INFO : Epoch 1832 | loss: 0.0310937 | val_loss: 0.0311536 | Time: 7166.11 ms
[2022-03-30 03:26:24 main:574] : INFO : Epoch 1833 | loss: 0.0310946 | val_loss: 0.0311535 | Time: 7584.62 ms
[2022-03-30 03:26:31 main:574] : INFO : Epoch 1834 | loss: 0.0310936 | val_loss: 0.0311588 | Time: 7334.69 ms
[2022-03-30 03:26:39 main:574] : INFO : Epoch 1835 | loss: 0.0310916 | val_loss: 0.0311607 | Time: 7207.1 ms
[2022-03-30 03:26:46 main:574] : INFO : Epoch 1836 | loss: 0.031087 | val_loss: 0.0311535 | Time: 7234.17 ms
[2022-03-30 03:26:54 main:574] : INFO : Epoch 1837 | loss: 0.0310876 | val_loss: 0.0311609 | Time: 7750.75 ms
[2022-03-30 03:27:01 main:574] : INFO : Epoch 1838 | loss: 0.0310876 | val_loss: 0.0311536 | Time: 7688.67 ms
[2022-03-30 03:27:10 main:574] : INFO : Epoch 1839 | loss: 0.0310892 | val_loss: 0.0311604 | Time: 8488.84 ms
[2022-03-30 03:27:18 main:574] : INFO : Epoch 1840 | loss: 0.0310881 | val_loss: 0.0311657 | Time: 8248.28 ms
[2022-03-30 03:27:25 main:574] : INFO : Epoch 1841 | loss: 0.0310951 | val_loss: 0.0311619 | Time: 6779.17 ms
[2022-03-30 03:27:32 main:574] : INFO : Epoch 1842 | loss: 0.0310897 | val_loss: 0.0311608 | Time: 7404.67 ms
[2022-03-30 03:27:40 main:574] : INFO : Epoch 1843 | loss: 0.0311012 | val_loss: 0.0311643 | Time: 7808.5 ms
[2022-03-30 03:27:47 main:574] : INFO : Epoch 1844 | loss: 0.0310958 | val_loss: 0.0311554 | Time: 7137.47 ms
[2022-03-30 03:27:54 main:574] : INFO : Epoch 1845 | loss: 0.0310999 | val_loss: 0.0311555 | Time: 7051.99 ms
[2022-03-30 03:28:02 main:574] : INFO : Epoch 1846 | loss: 0.0311121 | val_loss: 0.0311507 | Time: 7382.24 ms
[2022-03-30 03:28:09 main:574] : INFO : Epoch 1847 | loss: 0.0311052 | val_loss: 0.0311518 | Time: 7523.57 ms
[2022-03-30 03:28:18 main:574] : INFO : Epoch 1848 | loss: 0.0310989 | val_loss: 0.0311583 | Time: 8831.86 ms
[2022-03-30 03:28:26 main:574] : INFO : Epoch 1849 | loss: 0.0311051 | val_loss: 0.0311424 | Time: 7736.02 ms
[2022-03-30 03:28:33 main:574] : INFO : Epoch 1850 | loss: 0.031102 | val_loss: 0.0311453 | Time: 7006.82 ms
[2022-03-30 03:28:40 main:574] : INFO : Epoch 1851 | loss: 0.0311002 | val_loss: 0.0311584 | Time: 7183.26 ms
[2022-03-30 03:28:47 main:574] : INFO : Epoch 1852 | loss: 0.0310988 | val_loss: 0.0311529 | Time: 6794.26 ms
[2022-03-30 03:28:54 main:574] : INFO : Epoch 1853 | loss: 0.0310976 | val_loss: 0.0311574 | Time: 7217.55 ms
[2022-03-30 03:29:01 main:574] : INFO : Epoch 1854 | loss: 0.0310901 | val_loss: 0.0311555 | Time: 6960.57 ms
[2022-03-30 03:29:08 main:574] : INFO : Epoch 1855 | loss: 0.0310894 | val_loss: 0.0311726 | Time: 6897.96 ms
[2022-03-30 03:29:15 main:574] : INFO : Epoch 1856 | loss: 0.0310894 | val_loss: 0.0311513 | Time: 7136.13 ms
[2022-03-30 03:29:23 main:574] : INFO : Epoch 1857 | loss: 0.0310896 | val_loss: 0.0311677 | Time: 7830.85 ms
[2022-03-30 03:29:31 main:574] : INFO : Epoch 1858 | loss: 0.031092 | val_loss: 0.0311616 | Time: 7770.37 ms
[2022-03-30 03:29:38 main:574] : INFO : Epoch 1859 | loss: 0.0310853 | val_loss: 0.0311551 | Time: 7303.59 ms
[2022-03-30 03:29:47 main:574] : INFO : Epoch 1860 | loss: 0.0310857 | val_loss: 0.031161 | Time: 9298.91 ms
[2022-03-30 03:29:56 main:574] : INFO : Epoch 1861 | loss: 0.031088 | val_loss: 0.0311627 | Time: 8666.4 ms
[2022-03-30 03:30:06 main:574] : INFO : Epoch 1862 | loss: 0.0310874 | val_loss: 0.0311667 | Time: 9536.2 ms
[2022-03-30 03:30:15 main:574] : INFO : Epoch 1863 | loss: 0.0310841 | val_loss: 0.0311614 | Time: 9863.19 ms
[2022-03-30 03:30:24 main:574] : INFO : Epoch 1864 | loss: 0.0310885 | val_loss: 0.0311628 | Time: 8539.67 ms
[2022-03-30 03:30:32 main:574] : INFO : Epoch 1865 | loss: 0.031085 | val_loss: 0.0311545 | Time: 7683.3 ms
[2022-03-30 03:30:39 main:574] : INFO : Epoch 1866 | loss: 0.0310969 | val_loss: 0.0311565 | Time: 7564.48 ms
[2022-03-30 03:30:47 main:574] : INFO : Epoch 1867 | loss: 0.0311167 | val_loss: 0.031156 | Time: 7506.7 ms
[2022-03-30 03:30:55 main:574] : INFO : Epoch 1868 | loss: 0.0311093 | val_loss: 0.0311499 | Time: 8300.55 ms
[2022-03-30 03:31:04 main:574] : INFO : Epoch 1869 | loss: 0.031101 | val_loss: 0.0311571 | Time: 9274.78 ms
[2022-03-30 03:31:13 main:574] : INFO : Epoch 1870 | loss: 0.0310978 | val_loss: 0.0311538 | Time: 8833.94 ms
[2022-03-30 03:31:22 main:574] : INFO : Epoch 1871 | loss: 0.0310938 | val_loss: 0.0311605 | Time: 8460.92 ms
[2022-03-30 03:31:30 main:574] : INFO : Epoch 1872 | loss: 0.0310941 | val_loss: 0.0311599 | Time: 8029.79 ms
[2022-03-30 03:31:38 main:574] : INFO : Epoch 1873 | loss: 0.0310955 | val_loss: 0.031162 | Time: 8475.76 ms
[2022-03-30 03:31:46 main:574] : INFO : Epoch 1874 | loss: 0.0310903 | val_loss: 0.0311554 | Time: 8135.86 ms
[2022-03-30 03:31:54 main:574] : INFO : Epoch 1875 | loss: 0.0310859 | val_loss: 0.0311627 | Time: 7558.13 ms
[2022-03-30 03:32:02 main:574] : INFO : Epoch 1876 | loss: 0.031085 | val_loss: 0.0311595 | Time: 7650.33 ms
[2022-03-30 03:32:10 main:574] : INFO : Epoch 1877 | loss: 0.0310903 | val_loss: 0.0311589 | Time: 7861.4 ms
[2022-03-30 03:32:16 main:574] : INFO : Epoch 1878 | loss: 0.0310919 | val_loss: 0.0311489 | Time: 6828.27 ms
[2022-03-30 03:32:24 main:574] : INFO : Epoch 1879 | loss: 0.0311152 | val_loss: 0.0311533 | Time: 7852.85 ms
[2022-03-30 03:32:31 main:574] : INFO : Epoch 1880 | loss: 0.0311131 | val_loss: 0.0311479 | Time: 7190.66 ms
[2022-03-30 03:32:40 main:574] : INFO : Epoch 1881 | loss: 0.0311085 | val_loss: 0.0311489 | Time: 8393.6 ms
[2022-03-30 03:32:49 main:574] : INFO : Epoch 1882 | loss: 0.0311042 | val_loss: 0.0311482 | Time: 8612.76 ms
[2022-03-30 03:32:56 main:574] : INFO : Epoch 1883 | loss: 0.0311053 | val_loss: 0.0311498 | Time: 7553.91 ms
[2022-03-30 03:33:03 main:574] : INFO : Epoch 1884 | loss: 0.031103 | val_loss: 0.0311516 | Time: 7249.31 ms
[2022-03-30 03:33:11 main:574] : INFO : Epoch 1885 | loss: 0.0310963 | val_loss: 0.0311607 | Time: 7275.53 ms
[2022-03-30 03:33:18 main:574] : INFO : Epoch 1886 | loss: 0.0310948 | val_loss: 0.0311588 | Time: 7524.22 ms
[2022-03-30 03:33:25 main:574] : INFO : Epoch 1887 | loss: 0.0310948 | val_loss: 0.031151 | Time: 7283.43 ms
[2022-03-30 03:33:33 main:574] : INFO : Epoch 1888 | loss: 0.0310922 | val_loss: 0.0311629 | Time: 7155.29 ms
[2022-03-30 03:33:40 main:574] : INFO : Epoch 1889 | loss: 0.0310902 | val_loss: 0.0311539 | Time: 7254.95 ms
[2022-03-30 03:33:47 main:574] : INFO : Epoch 1890 | loss: 0.0310905 | val_loss: 0.0311523 | Time: 6849.9 ms
[2022-03-30 03:33:54 main:574] : INFO : Epoch 1891 | loss: 0.0310911 | val_loss: 0.0311536 | Time: 7104.37 ms
[2022-03-30 03:34:02 main:574] : INFO : Epoch 1892 | loss: 0.0310866 | val_loss: 0.0311528 | Time: 8169.36 ms
[2022-03-30 03:34:10 main:574] : INFO : Epoch 1893 | loss: 0.0310874 | val_loss: 0.0311517 | Time: 8278.31 ms
[2022-03-30 03:34:18 main:574] : INFO : Epoch 1894 | loss: 0.0310888 | val_loss: 0.0311557 | Time: 7732.59 ms
[2022-03-30 03:34:25 main:574] : INFO : Epoch 1895 | loss: 0.031091 | val_loss: 0.0311571 | Time: 7310.08 ms
[2022-03-30 03:34:33 main:574] : INFO : Epoch 1896 | loss: 0.0310884 | val_loss: 0.0311592 | Time: 7749.13 ms
[2022-03-30 03:34:40 main:574] : INFO : Epoch 1897 | loss: 0.0310873 | val_loss: 0.0311601 | Time: 6986.85 ms
[2022-03-30 03:34:48 main:574] : INFO : Epoch 1898 | loss: 0.0310865 | val_loss: 0.031156 | Time: 7524.02 ms
[2022-03-30 03:34:55 main:574] : INFO : Epoch 1899 | loss: 0.0310857 | val_loss: 0.0311558 | Time: 7299.33 ms
[2022-03-30 03:35:02 main:574] : INFO : Epoch 1900 | loss: 0.0310873 | val_loss: 0.0311475 | Time: 7118.36 ms
[2022-03-30 03:35:10 main:574] : INFO : Epoch 1901 | loss: 0.0310877 | val_loss: 0.0311572 | Time: 7233.88 ms
[2022-03-30 03:35:17 main:574] : INFO : Epoch 1902 | loss: 0.0310908 | val_loss: 0.0311576 | Time: 7850.91 ms
[2022-03-30 03:35:25 main:574] : INFO : Epoch 1903 | loss: 0.0310975 | val_loss: 0.0311542 | Time: 7125.31 ms
[2022-03-30 03:35:32 main:574] : INFO : Epoch 1904 | loss: 0.0310925 | val_loss: 0.0311522 | Time: 7483.07 ms
[2022-03-30 03:35:40 main:574] : INFO : Epoch 1905 | loss: 0.0310945 | val_loss: 0.0311656 | Time: 8074.06 ms
[2022-03-30 03:35:47 main:574] : INFO : Epoch 1906 | loss: 0.0311008 | val_loss: 0.0311575 | Time: 7139.49 ms
[2022-03-30 03:35:54 main:574] : INFO : Epoch 1907 | loss: 0.0310972 | val_loss: 0.0311632 | Time: 7080.1 ms
[2022-03-30 03:36:01 main:574] : INFO : Epoch 1908 | loss: 0.0311021 | val_loss: 0.0311504 | Time: 7110.9 ms
[2022-03-30 03:36:09 main:574] : INFO : Epoch 1909 | loss: 0.0310921 | val_loss: 0.031161 | Time: 7654.75 ms
[2022-03-30 03:36:18 main:574] : INFO : Epoch 1910 | loss: 0.031088 | val_loss: 0.0311539 | Time: 8795.22 ms
[2022-03-30 03:36:25 main:574] : INFO : Epoch 1911 | loss: 0.0310873 | val_loss: 0.0311528 | Time: 7466.21 ms
[2022-03-30 03:36:33 main:574] : INFO : Epoch 1912 | loss: 0.0310897 | val_loss: 0.0311645 | Time: 7931.71 ms
[2022-03-30 03:36:41 main:574] : INFO : Epoch 1913 | loss: 0.0310927 | val_loss: 0.0311579 | Time: 7353.24 ms
[2022-03-30 03:36:48 main:574] : INFO : Epoch 1914 | loss: 0.0310877 | val_loss: 0.0311574 | Time: 6976.06 ms
[2022-03-30 03:36:55 main:574] : INFO : Epoch 1915 | loss: 0.0310868 | val_loss: 0.0311543 | Time: 7211.04 ms
[2022-03-30 03:37:03 main:574] : INFO : Epoch 1916 | loss: 0.031088 | val_loss: 0.0311562 | Time: 7609.79 ms
[2022-03-30 03:37:10 main:574] : INFO : Epoch 1917 | loss: 0.0310899 | val_loss: 0.031154 | Time: 7220.16 ms
[2022-03-30 03:37:17 main:574] : INFO : Epoch 1918 | loss: 0.0310946 | val_loss: 0.0311697 | Time: 7002.45 ms
[2022-03-30 03:37:25 main:574] : INFO : Epoch 1919 | loss: 0.0310945 | val_loss: 0.0311564 | Time: 7663.49 ms
[2022-03-30 03:37:32 main:574] : INFO : Epoch 1920 | loss: 0.0310938 | val_loss: 0.0311477 | Time: 7091.26 ms
[2022-03-30 03:37:40 main:574] : INFO : Epoch 1921 | loss: 0.0310966 | val_loss: 0.0311565 | Time: 8107.83 ms
[2022-03-30 03:37:47 main:574] : INFO : Epoch 1922 | loss: 0.0310941 | val_loss: 0.0311559 | Time: 7021.8 ms
[2022-03-30 03:37:54 main:574] : INFO : Epoch 1923 | loss: 0.0310895 | val_loss: 0.0311548 | Time: 7201.87 ms
[2022-03-30 03:38:01 main:574] : INFO : Epoch 1924 | loss: 0.0310895 | val_loss: 0.0311588 | Time: 6943.87 ms
[2022-03-30 03:38:08 main:574] : INFO : Epoch 1925 | loss: 0.031098 | val_loss: 0.03116 | Time: 7019.61 ms
[2022-03-30 03:38:17 main:574] : INFO : Epoch 1926 | loss: 0.0310956 | val_loss: 0.0311569 | Time: 8417.46 ms
[2022-03-30 03:38:24 main:574] : INFO : Epoch 1927 | loss: 0.0310937 | val_loss: 0.0311591 | Time: 7877.03 ms
[2022-03-30 03:38:32 main:574] : INFO : Epoch 1928 | loss: 0.031092 | val_loss: 0.0311568 | Time: 7143.73 ms
[2022-03-30 03:38:39 main:574] : INFO : Epoch 1929 | loss: 0.0310976 | val_loss: 0.031159 | Time: 7569.77 ms
[2022-03-30 03:38:46 main:574] : INFO : Epoch 1930 | loss: 0.0310889 | val_loss: 0.0311579 | Time: 6994.7 ms
[2022-03-30 03:38:53 main:574] : INFO : Epoch 1931 | loss: 0.0310855 | val_loss: 0.0311665 | Time: 7149.74 ms
[2022-03-30 03:39:01 main:574] : INFO : Epoch 1932 | loss: 0.0310839 | val_loss: 0.0311593 | Time: 7499.88 ms
[2022-03-30 03:39:08 main:574] : INFO : Epoch 1933 | loss: 0.0310857 | val_loss: 0.0311579 | Time: 7443.73 ms
[2022-03-30 03:39:16 main:574] : INFO : Epoch 1934 | loss: 0.0310876 | val_loss: 0.0311596 | Time: 7252.56 ms
[2022-03-30 03:39:23 main:574] : INFO : Epoch 1935 | loss: 0.0310889 | val_loss: 0.0311541 | Time: 7154.52 ms
[2022-03-30 03:39:30 main:574] : INFO : Epoch 1936 | loss: 0.0310882 | val_loss: 0.0311577 | Time: 7151.41 ms
[2022-03-30 03:39:37 main:574] : INFO : Epoch 1937 | loss: 0.031086 | val_loss: 0.0311601 | Time: 7345.95 ms
[2022-03-30 03:39:45 main:574] : INFO : Epoch 1938 | loss: 0.0310854 | val_loss: 0.0311645 | Time: 7963.52 ms
[2022-03-30 03:39:53 main:574] : INFO : Epoch 1939 | loss: 0.0310853 | val_loss: 0.0311586 | Time: 7625.61 ms
[2022-03-30 03:40:00 main:574] : INFO : Epoch 1940 | loss: 0.0310834 | val_loss: 0.0311627 | Time: 7321.91 ms
[2022-03-30 03:40:08 main:574] : INFO : Epoch 1941 | loss: 0.0310849 | val_loss: 0.0311599 | Time: 7452.46 ms
[2022-03-30 03:40:15 main:574] : INFO : Epoch 1942 | loss: 0.0310852 | val_loss: 0.031161 | Time: 6820.22 ms
[2022-03-30 03:40:22 main:574] : INFO : Epoch 1943 | loss: 0.0310873 | val_loss: 0.031164 | Time: 7505.12 ms
[2022-03-30 03:40:29 main:574] : INFO : Epoch 1944 | loss: 0.0310871 | val_loss: 0.0311644 | Time: 7347.15 ms
[2022-03-30 03:40:37 main:574] : INFO : Epoch 1945 | loss: 0.0310917 | val_loss: 0.031161 | Time: 7310.78 ms
[2022-03-30 03:40:44 main:574] : INFO : Epoch 1946 | loss: 0.0310918 | val_loss: 0.0311562 | Time: 7131.62 ms
[2022-03-30 03:40:51 main:574] : INFO : Epoch 1947 | loss: 0.0310876 | val_loss: 0.0311635 | Time: 7067.88 ms
[2022-03-30 03:40:59 main:574] : INFO : Epoch 1948 | loss: 0.0310908 | val_loss: 0.0311622 | Time: 7780.92 ms
[2022-03-30 03:41:07 main:574] : INFO : Epoch 1949 | loss: 0.031091 | val_loss: 0.031153 | Time: 8584.15 ms
[2022-03-30 03:41:17 main:574] : INFO : Epoch 1950 | loss: 0.0310846 | val_loss: 0.0311628 | Time: 9345.35 ms
[2022-03-30 03:41:24 main:574] : INFO : Epoch 1951 | loss: 0.0310826 | val_loss: 0.0311579 | Time: 7199.55 ms
[2022-03-30 03:41:31 main:574] : INFO : Epoch 1952 | loss: 0.0310815 | val_loss: 0.031154 | Time: 7169.16 ms
[2022-03-30 03:41:39 main:574] : INFO : Epoch 1953 | loss: 0.0310846 | val_loss: 0.0311554 | Time: 7486.82 ms
[2022-03-30 03:41:46 main:574] : INFO : Epoch 1954 | loss: 0.0310823 | val_loss: 0.0311649 | Time: 7180.41 ms
[2022-03-30 03:41:53 main:574] : INFO : Epoch 1955 | loss: 0.0310862 | val_loss: 0.0311672 | Time: 7363.34 ms
[2022-03-30 03:42:00 main:574] : INFO : Epoch 1956 | loss: 0.031085 | val_loss: 0.0311597 | Time: 7215.11 ms
[2022-03-30 03:42:07 main:574] : INFO : Epoch 1957 | loss: 0.0310846 | val_loss: 0.0311629 | Time: 6856.94 ms
[2022-03-30 03:42:15 main:574] : INFO : Epoch 1958 | loss: 0.0310807 | val_loss: 0.0311572 | Time: 7247.58 ms
[2022-03-30 03:42:23 main:574] : INFO : Epoch 1959 | loss: 0.0310846 | val_loss: 0.031169 | Time: 8004.52 ms
[2022-03-30 03:42:30 main:574] : INFO : Epoch 1960 | loss: 0.0310829 | val_loss: 0.0311503 | Time: 7156.27 ms
[2022-03-30 03:42:38 main:574] : INFO : Epoch 1961 | loss: 0.0310817 | val_loss: 0.031162 | Time: 8035.54 ms
[2022-03-30 03:42:45 main:574] : INFO : Epoch 1962 | loss: 0.0310804 | val_loss: 0.0311644 | Time: 7300.82 ms
[2022-03-30 03:42:52 main:574] : INFO : Epoch 1963 | loss: 0.0310879 | val_loss: 0.0311614 | Time: 6940.47 ms
[2022-03-30 03:42:59 main:574] : INFO : Epoch 1964 | loss: 0.0310816 | val_loss: 0.0311617 | Time: 7352.08 ms
[2022-03-30 03:43:07 main:574] : INFO : Epoch 1965 | loss: 0.0310818 | val_loss: 0.0311567 | Time: 7654.26 ms
[2022-03-30 03:43:15 main:574] : INFO : Epoch 1966 | loss: 0.0310832 | val_loss: 0.0311603 | Time: 7957.46 ms
[2022-03-30 03:43:22 main:574] : INFO : Epoch 1967 | loss: 0.0310853 | val_loss: 0.0311671 | Time: 6839.88 ms
[2022-03-30 03:43:30 main:574] : INFO : Epoch 1968 | loss: 0.0310884 | val_loss: 0.0311724 | Time: 7986.88 ms
[2022-03-30 03:43:38 main:574] : INFO : Epoch 1969 | loss: 0.0310879 | val_loss: 0.0311553 | Time: 7900.08 ms
[2022-03-30 03:43:46 main:574] : INFO : Epoch 1970 | loss: 0.0310895 | val_loss: 0.0311591 | Time: 8295.16 ms
[2022-03-30 03:43:53 main:574] : INFO : Epoch 1971 | loss: 0.0310841 | val_loss: 0.0311545 | Time: 7090.52 ms
[2022-03-30 03:44:01 main:574] : INFO : Epoch 1972 | loss: 0.0310827 | val_loss: 0.0311658 | Time: 7169.7 ms
[2022-03-30 03:44:08 main:574] : INFO : Epoch 1973 | loss: 0.0310826 | val_loss: 0.0311554 | Time: 7638.57 ms
[2022-03-30 03:44:16 main:574] : INFO : Epoch 1974 | loss: 0.03108 | val_loss: 0.0311635 | Time: 7365.6 ms
[2022-03-30 03:44:23 main:574] : INFO : Epoch 1975 | loss: 0.0310865 | val_loss: 0.0311539 | Time: 7789.86 ms
[2022-03-30 03:44:30 main:574] : INFO : Epoch 1976 | loss: 0.0310859 | val_loss: 0.0311588 | Time: 7099.43 ms
[2022-03-30 03:44:38 main:574] : INFO : Epoch 1977 | loss: 0.0310909 | val_loss: 0.0311733 | Time: 7134.77 ms
[2022-03-30 03:44:46 main:574] : INFO : Epoch 1978 | loss: 0.0310905 | val_loss: 0.0311632 | Time: 8341.58 ms
[2022-03-30 03:44:55 main:574] : INFO : Epoch 1979 | loss: 0.0310894 | val_loss: 0.0311573 | Time: 8534.65 ms
[2022-03-30 03:45:02 main:574] : INFO : Epoch 1980 | loss: 0.0310883 | val_loss: 0.0311547 | Time: 7520.15 ms
[2022-03-30 03:45:09 main:574] : INFO : Epoch 1981 | loss: 0.0310909 | val_loss: 0.0311608 | Time: 7214.29 ms
[2022-03-30 03:45:17 main:574] : INFO : Epoch 1982 | loss: 0.0310927 | val_loss: 0.0311547 | Time: 7441.85 ms
[2022-03-30 03:45:24 main:574] : INFO : Epoch 1983 | loss: 0.0310873 | val_loss: 0.0311525 | Time: 7260.62 ms
[2022-03-30 03:45:32 main:574] : INFO : Epoch 1984 | loss: 0.0310841 | val_loss: 0.0311603 | Time: 7653.41 ms
[2022-03-30 03:45:39 main:574] : INFO : Epoch 1985 | loss: 0.0311173 | val_loss: 0.0311485 | Time: 7407.87 ms
[2022-03-30 03:45:47 main:574] : INFO : Epoch 1986 | loss: 0.0311227 | val_loss: 0.031169 | Time: 7715.12 ms
[2022-03-30 03:45:54 main:574] : INFO : Epoch 1987 | loss: 0.0311179 | val_loss: 0.0311457 | Time: 7268.27 ms
[2022-03-30 03:46:01 main:574] : INFO : Epoch 1988 | loss: 0.0311105 | val_loss: 0.0311463 | Time: 7153.94 ms
[2022-03-30 03:46:09 main:574] : INFO : Epoch 1989 | loss: 0.0311058 | val_loss: 0.0311505 | Time: 7836.7 ms
[2022-03-30 03:46:17 main:574] : INFO : Epoch 1990 | loss: 0.0311006 | val_loss: 0.0311533 | Time: 7527.88 ms
[2022-03-30 03:46:25 main:574] : INFO : Epoch 1991 | loss: 0.0310984 | val_loss: 0.0311499 | Time: 8071.94 ms
[2022-03-30 03:46:33 main:574] : INFO : Epoch 1992 | loss: 0.0310959 | val_loss: 0.0311545 | Time: 7748.46 ms
[2022-03-30 03:46:41 main:574] : INFO : Epoch 1993 | loss: 0.0310945 | val_loss: 0.031154 | Time: 8214.72 ms
[2022-03-30 03:46:48 main:574] : INFO : Epoch 1994 | loss: 0.0310948 | val_loss: 0.0311621 | Time: 7165.1 ms
[2022-03-30 03:46:56 main:574] : INFO : Epoch 1995 | loss: 0.0311049 | val_loss: 0.0311567 | Time: 7728.08 ms
[2022-03-30 03:47:03 main:574] : INFO : Epoch 1996 | loss: 0.0311021 | val_loss: 0.0311597 | Time: 7114.93 ms
[2022-03-30 03:47:11 main:574] : INFO : Epoch 1997 | loss: 0.0311008 | val_loss: 0.0311528 | Time: 7766.74 ms
[2022-03-30 03:47:18 main:574] : INFO : Epoch 1998 | loss: 0.0310978 | val_loss: 0.0311531 | Time: 7322.48 ms
[2022-03-30 03:47:25 main:574] : INFO : Epoch 1999 | loss: 0.0310964 | val_loss: 0.0311601 | Time: 7213.94 ms
[2022-03-30 03:47:32 main:574] : INFO : Epoch 2000 | loss: 0.031095 | val_loss: 0.03116 | Time: 7128.24 ms
[2022-03-30 03:47:40 main:574] : INFO : Epoch 2001 | loss: 0.031091 | val_loss: 0.0311591 | Time: 7653.42 ms
[2022-03-30 03:47:48 main:574] : INFO : Epoch 2002 | loss: 0.0310914 | val_loss: 0.031152 | Time: 8116 ms
[2022-03-30 03:47:57 main:574] : INFO : Epoch 2003 | loss: 0.0310945 | val_loss: 0.0311629 | Time: 8848.12 ms
[2022-03-30 03:48:05 main:574] : INFO : Epoch 2004 | loss: 0.0310915 | val_loss: 0.0311547 | Time: 7505.44 ms
[2022-03-30 03:48:12 main:574] : INFO : Epoch 2005 | loss: 0.0310933 | val_loss: 0.0311622 | Time: 7002.13 ms
[2022-03-30 03:48:19 main:574] : INFO : Epoch 2006 | loss: 0.0310891 | val_loss: 0.0311574 | Time: 7155.63 ms
[2022-03-30 03:48:26 main:574] : INFO : Epoch 2007 | loss: 0.0310879 | val_loss: 0.0311558 | Time: 7254.28 ms
[2022-03-30 03:48:33 main:574] : INFO : Epoch 2008 | loss: 0.0310873 | val_loss: 0.0311539 | Time: 7364.65 ms
[2022-03-30 03:48:41 main:574] : INFO : Epoch 2009 | loss: 0.0310903 | val_loss: 0.0311646 | Time: 7371.04 ms
[2022-03-30 03:48:49 main:574] : INFO : Epoch 2010 | loss: 0.0310935 | val_loss: 0.031155 | Time: 7736.13 ms
[2022-03-30 03:48:57 main:574] : INFO : Epoch 2011 | loss: 0.0310894 | val_loss: 0.0311607 | Time: 8105.22 ms
[2022-03-30 03:49:04 main:574] : INFO : Epoch 2012 | loss: 0.0310872 | val_loss: 0.031158 | Time: 7163.65 ms
[2022-03-30 03:49:11 main:574] : INFO : Epoch 2013 | loss: 0.0310851 | val_loss: 0.0311497 | Time: 7261.53 ms
[2022-03-30 03:49:18 main:574] : INFO : Epoch 2014 | loss: 0.0310839 | val_loss: 0.0311547 | Time: 7310.83 ms
[2022-03-30 03:49:26 main:574] : INFO : Epoch 2015 | loss: 0.0310841 | val_loss: 0.0311613 | Time: 7642.22 ms
[2022-03-30 03:49:34 main:574] : INFO : Epoch 2016 | loss: 0.0310904 | val_loss: 0.0311643 | Time: 7781.72 ms
[2022-03-30 03:49:41 main:574] : INFO : Epoch 2017 | loss: 0.0310939 | val_loss: 0.0311611 | Time: 7281.92 ms
[2022-03-30 03:49:49 main:574] : INFO : Epoch 2018 | loss: 0.031093 | val_loss: 0.0311834 | Time: 7413.68 ms
[2022-03-30 03:49:56 main:574] : INFO : Epoch 2019 | loss: 0.0310994 | val_loss: 0.0311786 | Time: 6938.84 ms
[2022-03-30 03:50:03 main:574] : INFO : Epoch 2020 | loss: 0.0310895 | val_loss: 0.0311596 | Time: 7821.53 ms
[2022-03-30 03:50:11 main:574] : INFO : Epoch 2021 | loss: 0.0310845 | val_loss: 0.0311644 | Time: 7625.05 ms
[2022-03-30 03:50:19 main:574] : INFO : Epoch 2022 | loss: 0.0310843 | val_loss: 0.0311565 | Time: 7483.7 ms
[2022-03-30 03:50:26 main:574] : INFO : Epoch 2023 | loss: 0.0310948 | val_loss: 0.0311708 | Time: 7033.88 ms
[2022-03-30 03:50:34 main:574] : INFO : Epoch 2024 | loss: 0.0310914 | val_loss: 0.0311537 | Time: 8046.59 ms
[2022-03-30 03:50:41 main:574] : INFO : Epoch 2025 | loss: 0.0310886 | val_loss: 0.0311576 | Time: 7093.25 ms
[2022-03-30 03:50:50 main:574] : INFO : Epoch 2026 | loss: 0.0310871 | val_loss: 0.0311559 | Time: 9126.98 ms
[2022-03-30 03:50:57 main:574] : INFO : Epoch 2027 | loss: 0.0310907 | val_loss: 0.0311628 | Time: 7372.6 ms
[2022-03-30 03:51:04 main:574] : INFO : Epoch 2028 | loss: 0.0310907 | val_loss: 0.0311532 | Time: 7047.33 ms
[2022-03-30 03:51:12 main:574] : INFO : Epoch 2029 | loss: 0.0310944 | val_loss: 0.0311517 | Time: 7441 ms
[2022-03-30 03:51:19 main:574] : INFO : Epoch 2030 | loss: 0.0310935 | val_loss: 0.0311644 | Time: 6990.07 ms
[2022-03-30 03:51:26 main:574] : INFO : Epoch 2031 | loss: 0.0310945 | val_loss: 0.031159 | Time: 7440.16 ms
[2022-03-30 03:51:33 main:574] : INFO : Epoch 2032 | loss: 0.0310917 | val_loss: 0.0311593 | Time: 7126.3 ms
[2022-03-30 03:51:41 main:574] : INFO : Epoch 2033 | loss: 0.0310909 | val_loss: 0.0311521 | Time: 7138.2 ms
[2022-03-30 03:51:48 main:574] : INFO : Epoch 2034 | loss: 0.0310911 | val_loss: 0.0311632 | Time: 6936.53 ms
[2022-03-30 03:51:55 main:574] : INFO : Epoch 2035 | loss: 0.0310859 | val_loss: 0.0311633 | Time: 7616.07 ms
[2022-03-30 03:52:04 main:574] : INFO : Epoch 2036 | loss: 0.031089 | val_loss: 0.0311699 | Time: 8306.66 ms
[2022-03-30 03:52:11 main:574] : INFO : Epoch 2037 | loss: 0.0311278 | val_loss: 0.0311546 | Time: 7790.86 ms
[2022-03-30 03:52:19 main:574] : INFO : Epoch 2038 | loss: 0.0311212 | val_loss: 0.0311477 | Time: 7342.96 ms
[2022-03-30 03:52:26 main:574] : INFO : Epoch 2039 | loss: 0.0311154 | val_loss: 0.0311486 | Time: 7196.79 ms
[2022-03-30 03:52:34 main:574] : INFO : Epoch 2040 | loss: 0.0311165 | val_loss: 0.0311566 | Time: 7627.84 ms
[2022-03-30 03:52:41 main:574] : INFO : Epoch 2041 | loss: 0.0311203 | val_loss: 0.0311555 | Time: 7420.6 ms
[2022-03-30 03:52:48 main:574] : INFO : Epoch 2042 | loss: 0.0311293 | val_loss: 0.031151 | Time: 7308.24 ms
[2022-03-30 03:52:56 main:574] : INFO : Epoch 2043 | loss: 0.0311238 | val_loss: 0.0311477 | Time: 7802.6 ms
[2022-03-30 03:53:04 main:574] : INFO : Epoch 2044 | loss: 0.0311204 | val_loss: 0.0311514 | Time: 7614.11 ms
[2022-03-30 03:53:12 main:574] : INFO : Epoch 2045 | loss: 0.0311136 | val_loss: 0.0311487 | Time: 8388.21 ms
[2022-03-30 03:53:20 main:574] : INFO : Epoch 2046 | loss: 0.0311106 | val_loss: 0.031147 | Time: 7328.71 ms
[2022-03-30 03:53:27 main:574] : INFO : Epoch 2047 | loss: 0.0311076 | val_loss: 0.0311565 | Time: 7151.32 ms
[2022-03-30 03:53:34 main:574] : INFO : Epoch 2048 | loss: 0.0311074 | val_loss: 0.0311519 | Time: 7456.6 ms
[2022-03-30 03:53:34 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311519
[2022-03-30 03:53:34 main:603] : INFO : Saving end state to config to file
[2022-03-30 03:53:34 main:608] : INFO : Success, exiting..
03:53:34 (33396): 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)