Task 14159361
| Name | ParityModified-1647045366-3669-2-0_1 |
| Workunit | 10862959 |
| Created | 31 Mar 2022, 21:05:19 UTC |
| Sent | 31 Mar 2022, 21:41:49 UTC |
| Report deadline | 8 Apr 2022, 21:41:49 UTC |
| Received | 1 Apr 2022, 15:15:27 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 17450 |
| Run time | 1 hours 47 min 24 sec |
| CPU time | 1 hours 42 min 5 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,259.37 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.59 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: 0.031159 | val_loss: 0.0311662 | Time: 3089.98 ms
[2022-04-01 10:26:43 main:574] : INFO : Epoch 1543 | loss: 0.0311592 | val_loss: 0.0311647 | Time: 3138.82 ms
[2022-04-01 10:26:46 main:574] : INFO : Epoch 1544 | loss: 0.0311566 | val_loss: 0.031164 | Time: 3217.93 ms
[2022-04-01 10:26:49 main:574] : INFO : Epoch 1545 | loss: 0.0311551 | val_loss: 0.0311631 | Time: 3105.09 ms
[2022-04-01 10:26:53 main:574] : INFO : Epoch 1546 | loss: 0.0311547 | val_loss: 0.0311622 | Time: 3120.7 ms
[2022-04-01 10:26:56 main:574] : INFO : Epoch 1547 | loss: 0.0311559 | val_loss: 0.031163 | Time: 3145.18 ms
[2022-04-01 10:26:59 main:574] : INFO : Epoch 1548 | loss: 0.0311543 | val_loss: 0.0311615 | Time: 3099.66 ms
[2022-04-01 10:27:02 main:574] : INFO : Epoch 1549 | loss: 0.0311541 | val_loss: 0.0311625 | Time: 3149.58 ms
[2022-04-01 10:27:06 main:574] : INFO : Epoch 1550 | loss: 0.031155 | val_loss: 0.0311636 | Time: 3152.59 ms
[2022-04-01 10:27:09 main:574] : INFO : Epoch 1551 | loss: 0.031155 | val_loss: 0.031164 | Time: 3095.32 ms
[2022-04-01 10:27:12 main:574] : INFO : Epoch 1552 | loss: 0.0311555 | val_loss: 0.0311699 | Time: 3094.96 ms
[2022-04-01 10:27:15 main:574] : INFO : Epoch 1553 | loss: 0.0311538 | val_loss: 0.0311669 | Time: 3161.64 ms
[2022-04-01 10:27:18 main:574] : INFO : Epoch 1554 | loss: 0.0311533 | val_loss: 0.0311662 | Time: 3168.19 ms
[2022-04-01 10:27:22 main:574] : INFO : Epoch 1555 | loss: 0.0311528 | val_loss: 0.0311631 | Time: 3068.52 ms
[2022-04-01 10:27:25 main:574] : INFO : Epoch 1556 | loss: 0.0311516 | val_loss: 0.0311635 | Time: 3097.07 ms
[2022-04-01 10:27:28 main:574] : INFO : Epoch 1557 | loss: 0.0311533 | val_loss: 0.0311672 | Time: 3103.27 ms
[2022-04-01 10:27:31 main:574] : INFO : Epoch 1558 | loss: 0.0311538 | val_loss: 0.0311673 | Time: 3170.36 ms
[2022-04-01 10:27:34 main:574] : INFO : Epoch 1559 | loss: 0.0311563 | val_loss: 0.0311646 | Time: 3122.78 ms
[2022-04-01 10:27:38 main:574] : INFO : Epoch 1560 | loss: 0.0314933 | val_loss: 0.0479736 | Time: 3109.79 ms
[2022-04-01 10:27:41 main:574] : INFO : Epoch 1561 | loss: 0.0464284 | val_loss: 0.0319173 | Time: 3105.28 ms
[2022-04-01 10:27:44 main:574] : INFO : Epoch 1562 | loss: 0.0386558 | val_loss: 0.0321471 | Time: 3085.03 ms
[2022-04-01 10:27:47 main:574] : INFO : Epoch 1563 | loss: 0.0324754 | val_loss: 0.031602 | Time: 3134.63 ms
[2022-04-01 10:27:50 main:574] : INFO : Epoch 1564 | loss: 0.0314355 | val_loss: 0.031348 | Time: 3110.5 ms
[2022-04-01 10:27:54 main:574] : INFO : Epoch 1565 | loss: 0.0312843 | val_loss: 0.0312662 | Time: 3179.95 ms
[2022-04-01 10:27:57 main:574] : INFO : Epoch 1566 | loss: 0.0312528 | val_loss: 0.0312443 | Time: 3107.72 ms
[2022-04-01 10:28:00 main:574] : INFO : Epoch 1567 | loss: 0.0312369 | val_loss: 0.0312308 | Time: 3210.2 ms
[2022-04-01 10:28:03 main:574] : INFO : Epoch 1568 | loss: 0.0312274 | val_loss: 0.0312217 | Time: 3104.26 ms
[2022-04-01 10:28:07 main:574] : INFO : Epoch 1569 | loss: 0.03122 | val_loss: 0.0312156 | Time: 3136.8 ms
[2022-04-01 10:28:10 main:574] : INFO : Epoch 1570 | loss: 0.031216 | val_loss: 0.0312116 | Time: 3074.62 ms
[2022-04-01 10:28:13 main:574] : INFO : Epoch 1571 | loss: 0.0312141 | val_loss: 0.0312092 | Time: 3135.84 ms
[2022-04-01 10:28:16 main:574] : INFO : Epoch 1572 | loss: 0.0312121 | val_loss: 0.031208 | Time: 3151.4 ms
[2022-04-01 10:28:20 main:574] : INFO : Epoch 1573 | loss: 0.0312097 | val_loss: 0.0312061 | Time: 3131.38 ms
[2022-04-01 10:28:23 main:574] : INFO : Epoch 1574 | loss: 0.0312087 | val_loss: 0.0312045 | Time: 3145.75 ms
[2022-04-01 10:28:26 main:574] : INFO : Epoch 1575 | loss: 0.0312064 | val_loss: 0.0312036 | Time: 3140.77 ms
[2022-04-01 10:28:30 main:574] : INFO : Epoch 1576 | loss: 0.0312053 | val_loss: 0.0312022 | Time: 3494.78 ms
[2022-04-01 10:28:33 main:574] : INFO : Epoch 1577 | loss: 0.0312041 | val_loss: 0.0312011 | Time: 3445.36 ms
[2022-04-01 10:28:37 main:574] : INFO : Epoch 1578 | loss: 0.0312032 | val_loss: 0.0312 | Time: 3380.73 ms
[2022-04-01 10:28:40 main:574] : INFO : Epoch 1579 | loss: 0.0312016 | val_loss: 0.0311981 | Time: 3295.77 ms
[2022-04-01 10:28:43 main:574] : INFO : Epoch 1580 | loss: 0.0312 | val_loss: 0.0311952 | Time: 3295.26 ms
[2022-04-01 10:28:47 main:574] : INFO : Epoch 1581 | loss: 0.0311981 | val_loss: 0.0311935 | Time: 3292.15 ms
[2022-04-01 10:28:50 main:574] : INFO : Epoch 1582 | loss: 0.0311977 | val_loss: 0.0311935 | Time: 3288.01 ms
[2022-04-01 10:28:53 main:574] : INFO : Epoch 1583 | loss: 0.0311958 | val_loss: 0.0311904 | Time: 3261.57 ms
[2022-04-01 10:28:57 main:574] : INFO : Epoch 1584 | loss: 0.031195 | val_loss: 0.031189 | Time: 3363.29 ms
[2022-04-01 10:29:00 main:574] : INFO : Epoch 1585 | loss: 0.0311943 | val_loss: 0.031188 | Time: 3359.17 ms
[2022-04-01 10:29:04 main:574] : INFO : Epoch 1586 | loss: 0.0311939 | val_loss: 0.0311871 | Time: 3235.84 ms
[2022-04-01 10:29:07 main:574] : INFO : Epoch 1587 | loss: 0.0311931 | val_loss: 0.0311881 | Time: 3286.07 ms
[2022-04-01 10:29:11 main:574] : INFO : Epoch 1588 | loss: 0.031192 | val_loss: 0.0311867 | Time: 3409.91 ms
[2022-04-01 10:29:14 main:574] : INFO : Epoch 1589 | loss: 0.0311925 | val_loss: 0.0311863 | Time: 3280.39 ms
[2022-04-01 10:29:18 main:574] : INFO : Epoch 1590 | loss: 0.0311906 | val_loss: 0.0311835 | Time: 3390.76 ms
[2022-04-01 10:29:21 main:574] : INFO : Epoch 1591 | loss: 0.0311895 | val_loss: 0.0311844 | Time: 3282.94 ms
[2022-04-01 10:29:24 main:574] : INFO : Epoch 1592 | loss: 0.0311893 | val_loss: 0.0311839 | Time: 3293.17 ms
[2022-04-01 10:29:28 main:574] : INFO : Epoch 1593 | loss: 0.0311886 | val_loss: 0.031182 | Time: 3353.4 ms
[2022-04-01 10:29:31 main:574] : INFO : Epoch 1594 | loss: 0.031188 | val_loss: 0.0311822 | Time: 3357.71 ms
[2022-04-01 10:29:34 main:574] : INFO : Epoch 1595 | loss: 0.0311877 | val_loss: 0.0311813 | Time: 3318.25 ms
[2022-04-01 10:29:38 main:574] : INFO : Epoch 1596 | loss: 0.0311875 | val_loss: 0.0311815 | Time: 3391.62 ms
[2022-04-01 10:29:41 main:574] : INFO : Epoch 1597 | loss: 0.0311861 | val_loss: 0.0311789 | Time: 3365.62 ms
[2022-04-01 10:29:45 main:574] : INFO : Epoch 1598 | loss: 0.0311856 | val_loss: 0.0311784 | Time: 3357.67 ms
[2022-04-01 10:29:48 main:574] : INFO : Epoch 1599 | loss: 0.0311861 | val_loss: 0.0311785 | Time: 3273.31 ms
[2022-04-01 10:29:51 main:574] : INFO : Epoch 1600 | loss: 0.0311843 | val_loss: 0.0311774 | Time: 3306.84 ms
[2022-04-01 10:29:55 main:574] : INFO : Epoch 1601 | loss: 0.0311829 | val_loss: 0.0311766 | Time: 3312.7 ms
[2022-04-01 10:29:58 main:574] : INFO : Epoch 1602 | loss: 0.0311817 | val_loss: 0.0311752 | Time: 3400.84 ms
[2022-04-01 10:30:01 main:574] : INFO : Epoch 1603 | loss: 0.0311811 | val_loss: 0.0311755 | Time: 3220.56 ms
[2022-04-01 10:30:05 main:574] : INFO : Epoch 1604 | loss: 0.0311807 | val_loss: 0.0311743 | Time: 3139.67 ms
[2022-04-01 10:30:08 main:574] : INFO : Epoch 1605 | loss: 0.0311796 | val_loss: 0.0311746 | Time: 3165.2 ms
[2022-04-01 10:30:11 main:574] : INFO : Epoch 1606 | loss: 0.0311794 | val_loss: 0.0311749 | Time: 3113.71 ms
[2022-04-01 10:30:14 main:574] : INFO : Epoch 1607 | loss: 0.0311789 | val_loss: 0.0311735 | Time: 3184.46 ms
[2022-04-01 10:30:17 main:574] : INFO : Epoch 1608 | loss: 0.0311788 | val_loss: 0.0311727 | Time: 3118.52 ms
[2022-04-01 10:30:20 main:574] : INFO : Epoch 1609 | loss: 0.0311777 | val_loss: 0.0311718 | Time: 3141.43 ms
[2022-04-01 10:30:24 main:574] : INFO : Epoch 1610 | loss: 0.0311771 | val_loss: 0.0311721 | Time: 3092.52 ms
[2022-04-01 10:30:27 main:574] : INFO : Epoch 1611 | loss: 0.031177 | val_loss: 0.0311721 | Time: 3109.26 ms
[2022-04-01 10:30:30 main:574] : INFO : Epoch 1612 | loss: 0.031177 | val_loss: 0.0311711 | Time: 3136.49 ms
[2022-04-01 10:30:33 main:574] : INFO : Epoch 1613 | loss: 0.0311765 | val_loss: 0.0311725 | Time: 3148.59 ms
[2022-04-01 10:30:36 main:574] : INFO : Epoch 1614 | loss: 0.0311757 | val_loss: 0.0311702 | Time: 3110.29 ms
[2022-04-01 10:30:39 main:574] : INFO : Epoch 1615 | loss: 0.0311751 | val_loss: 0.0311708 | Time: 3139.55 ms
[2022-04-01 10:30:42 main:574] : INFO : Epoch 1616 | loss: 0.0311748 | val_loss: 0.0311706 | Time: 3099.45 ms
[2022-04-01 10:30:45 main:574] : INFO : Epoch 1617 | loss: 0.0311747 | val_loss: 0.0311709 | Time: 3129.58 ms
[2022-04-01 10:30:49 main:574] : INFO : Epoch 1618 | loss: 0.0311747 | val_loss: 0.0311716 | Time: 3066.81 ms
[2022-04-01 10:30:52 main:574] : INFO : Epoch 1619 | loss: 0.0311742 | val_loss: 0.0311712 | Time: 3103.5 ms
[2022-04-01 10:30:55 main:574] : INFO : Epoch 1620 | loss: 0.0311741 | val_loss: 0.0311697 | Time: 3102.16 ms
[2022-04-01 10:30:58 main:574] : INFO : Epoch 1621 | loss: 0.0311731 | val_loss: 0.0311705 | Time: 3082.59 ms
[2022-04-01 10:31:01 main:574] : INFO : Epoch 1622 | loss: 0.0311721 | val_loss: 0.0311687 | Time: 3149.08 ms
[2022-04-01 10:31:04 main:574] : INFO : Epoch 1623 | loss: 0.0311719 | val_loss: 0.0311683 | Time: 3089.03 ms
[2022-04-01 10:31:07 main:574] : INFO : Epoch 1624 | loss: 0.0311725 | val_loss: 0.0311681 | Time: 3186.55 ms
[2022-04-01 10:31:10 main:574] : INFO : Epoch 1625 | loss: 0.0311717 | val_loss: 0.0311691 | Time: 3171.83 ms
[2022-04-01 10:31:14 main:574] : INFO : Epoch 1626 | loss: 0.0311738 | val_loss: 0.0311709 | Time: 3096.17 ms
[2022-04-01 10:31:17 main:574] : INFO : Epoch 1627 | loss: 0.0311725 | val_loss: 0.0311684 | Time: 3127.16 ms
[2022-04-01 10:31:20 main:574] : INFO : Epoch 1628 | loss: 0.0311712 | val_loss: 0.031168 | Time: 3126.04 ms
[2022-04-01 10:31:23 main:574] : INFO : Epoch 1629 | loss: 0.0311713 | val_loss: 0.0311719 | Time: 3126.89 ms
[2022-04-01 10:31:26 main:574] : INFO : Epoch 1630 | loss: 0.0311732 | val_loss: 0.0311685 | Time: 3115.39 ms
[2022-04-01 10:31:29 main:574] : INFO : Epoch 1631 | loss: 0.0311709 | val_loss: 0.0311678 | Time: 3159.92 ms
[2022-04-01 10:31:32 main:574] : INFO : Epoch 1632 | loss: 0.0311706 | val_loss: 0.0311675 | Time: 3121.34 ms
[2022-04-01 10:31:36 main:574] : INFO : Epoch 1633 | loss: 0.0311701 | val_loss: 0.0311687 | Time: 3155.09 ms
[2022-04-01 10:31:39 main:574] : INFO : Epoch 1634 | loss: 0.0311709 | val_loss: 0.0311684 | Time: 3197.06 ms
[2022-04-01 10:31:42 main:574] : INFO : Epoch 1635 | loss: 0.0311703 | val_loss: 0.0311675 | Time: 3119.31 ms
[2022-04-01 10:31:45 main:574] : INFO : Epoch 1636 | loss: 0.0311704 | val_loss: 0.0311674 | Time: 3143.59 ms
[2022-04-01 10:31:49 main:574] : INFO : Epoch 1637 | loss: 0.0311702 | val_loss: 0.0311669 | Time: 3190.02 ms
[2022-04-01 10:31:52 main:574] : INFO : Epoch 1638 | loss: 0.0311697 | val_loss: 0.031167 | Time: 3116.83 ms
[2022-04-01 10:31:55 main:574] : INFO : Epoch 1639 | loss: 0.0311709 | val_loss: 0.0311675 | Time: 3091.19 ms
[2022-04-01 10:31:58 main:574] : INFO : Epoch 1640 | loss: 0.0311697 | val_loss: 0.0311676 | Time: 3192.21 ms
[2022-04-01 10:32:02 main:574] : INFO : Epoch 1641 | loss: 0.0311707 | val_loss: 0.0311687 | Time: 3144.45 ms
[2022-04-01 10:32:05 main:574] : INFO : Epoch 1642 | loss: 0.0311707 | val_loss: 0.0311692 | Time: 3129.38 ms
[2022-04-01 10:32:08 main:574] : INFO : Epoch 1643 | loss: 0.0311722 | val_loss: 0.0311691 | Time: 3148.13 ms
[2022-04-01 10:32:11 main:574] : INFO : Epoch 1644 | loss: 0.0311726 | val_loss: 0.0311675 | Time: 3111.83 ms
[2022-04-01 10:32:15 main:574] : INFO : Epoch 1645 | loss: 0.0311699 | val_loss: 0.031168 | Time: 3148.82 ms
[2022-04-01 10:32:18 main:574] : INFO : Epoch 1646 | loss: 0.0311705 | val_loss: 0.0311672 | Time: 3081.69 ms
[2022-04-01 10:32:21 main:574] : INFO : Epoch 1647 | loss: 0.0311698 | val_loss: 0.0311676 | Time: 3114.97 ms
[2022-04-01 10:32:25 main:574] : INFO : Epoch 1648 | loss: 0.0311694 | val_loss: 0.0311678 | Time: 3101.84 ms
[2022-04-01 10:32:28 main:574] : INFO : Epoch 1649 | loss: 0.0311691 | val_loss: 0.0311671 | Time: 3128.14 ms
[2022-04-01 10:32:31 main:574] : INFO : Epoch 1650 | loss: 0.0311694 | val_loss: 0.0311665 | Time: 3140.46 ms
[2022-04-01 10:32:34 main:574] : INFO : Epoch 1651 | loss: 0.0311692 | val_loss: 0.0311677 | Time: 3111.19 ms
[2022-04-01 10:32:37 main:574] : INFO : Epoch 1652 | loss: 0.0311704 | val_loss: 0.031166 | Time: 3168.23 ms
[2022-04-01 10:32:40 main:574] : INFO : Epoch 1653 | loss: 0.0311691 | val_loss: 0.0311671 | Time: 3071.45 ms
[2022-04-01 10:32:44 main:574] : INFO : Epoch 1654 | loss: 0.0311691 | val_loss: 0.0311664 | Time: 3165.8 ms
[2022-04-01 10:32:47 main:574] : INFO : Epoch 1655 | loss: 0.0311687 | val_loss: 0.0311663 | Time: 3163.96 ms
[2022-04-01 10:32:50 main:574] : INFO : Epoch 1656 | loss: 0.0311688 | val_loss: 0.0311662 | Time: 3113.77 ms
[2022-04-01 10:32:53 main:574] : INFO : Epoch 1657 | loss: 0.0311689 | val_loss: 0.0311675 | Time: 3124.53 ms
[2022-04-01 10:32:56 main:574] : INFO : Epoch 1658 | loss: 0.0311689 | val_loss: 0.0311674 | Time: 3137.36 ms
[2022-04-01 10:32:59 main:574] : INFO : Epoch 1659 | loss: 0.03117 | val_loss: 0.0311661 | Time: 3125.53 ms
[2022-04-01 10:33:02 main:574] : INFO : Epoch 1660 | loss: 0.0311687 | val_loss: 0.031166 | Time: 3100.71 ms
[2022-04-01 10:33:06 main:574] : INFO : Epoch 1661 | loss: 0.0311682 | val_loss: 0.0311666 | Time: 3144.2 ms
[2022-04-01 10:33:09 main:574] : INFO : Epoch 1662 | loss: 0.03117 | val_loss: 0.031173 | Time: 3112.34 ms
[2022-04-01 10:33:12 main:574] : INFO : Epoch 1663 | loss: 0.0311728 | val_loss: 0.0311676 | Time: 3111.39 ms
[2022-04-01 10:33:15 main:574] : INFO : Epoch 1664 | loss: 0.0311723 | val_loss: 0.0311711 | Time: 3136.6 ms
[2022-04-01 10:33:18 main:574] : INFO : Epoch 1665 | loss: 0.0311729 | val_loss: 0.0311745 | Time: 3145.51 ms
[2022-04-01 10:33:21 main:574] : INFO : Epoch 1666 | loss: 0.0311717 | val_loss: 0.0311689 | Time: 3173.66 ms
[2022-04-01 10:33:25 main:574] : INFO : Epoch 1667 | loss: 0.0311687 | val_loss: 0.0311664 | Time: 3157.63 ms
[2022-04-01 10:33:28 main:574] : INFO : Epoch 1668 | loss: 0.0311679 | val_loss: 0.0311664 | Time: 3161.51 ms
[2022-04-01 10:33:31 main:574] : INFO : Epoch 1669 | loss: 0.0311681 | val_loss: 0.031166 | Time: 3137.28 ms
[2022-04-01 10:33:34 main:574] : INFO : Epoch 1670 | loss: 0.0311701 | val_loss: 0.0311697 | Time: 3083.46 ms
[2022-04-01 10:33:37 main:574] : INFO : Epoch 1671 | loss: 0.0311697 | val_loss: 0.0311661 | Time: 3146.36 ms
[2022-04-01 10:33:40 main:574] : INFO : Epoch 1672 | loss: 0.0311685 | val_loss: 0.0311665 | Time: 3134.94 ms
[2022-04-01 10:33:43 main:574] : INFO : Epoch 1673 | loss: 0.0311677 | val_loss: 0.0311659 | Time: 3162.65 ms
[2022-04-01 10:33:47 main:574] : INFO : Epoch 1674 | loss: 0.0311684 | val_loss: 0.0311674 | Time: 3170.04 ms
[2022-04-01 10:33:50 main:574] : INFO : Epoch 1675 | loss: 0.031169 | val_loss: 0.0311693 | Time: 3111.08 ms
[2022-04-01 10:33:53 main:574] : INFO : Epoch 1676 | loss: 0.0311706 | val_loss: 0.0311666 | Time: 3090.98 ms
[2022-04-01 10:33:56 main:574] : INFO : Epoch 1677 | loss: 0.0311685 | val_loss: 0.0311662 | Time: 3059.17 ms
[2022-04-01 10:33:59 main:574] : INFO : Epoch 1678 | loss: 0.031171 | val_loss: 0.0311695 | Time: 3120.9 ms
[2022-04-01 10:34:02 main:574] : INFO : Epoch 1679 | loss: 0.0311721 | val_loss: 0.0311679 | Time: 3121.73 ms
[2022-04-01 10:34:05 main:574] : INFO : Epoch 1680 | loss: 0.0311695 | val_loss: 0.0311665 | Time: 3095.64 ms
[2022-04-01 10:34:09 main:574] : INFO : Epoch 1681 | loss: 0.0311687 | val_loss: 0.0311699 | Time: 3172.28 ms
[2022-04-01 10:34:12 main:574] : INFO : Epoch 1682 | loss: 0.0311702 | val_loss: 0.0311666 | Time: 3216.78 ms
[2022-04-01 10:34:15 main:574] : INFO : Epoch 1683 | loss: 0.031171 | val_loss: 0.0311679 | Time: 3103.24 ms
[2022-04-01 10:34:18 main:574] : INFO : Epoch 1684 | loss: 0.0311695 | val_loss: 0.0311672 | Time: 3131.83 ms
[2022-04-01 10:34:21 main:574] : INFO : Epoch 1685 | loss: 0.031168 | val_loss: 0.0311699 | Time: 3173.65 ms
[2022-04-01 10:34:24 main:574] : INFO : Epoch 1686 | loss: 0.0311694 | val_loss: 0.0311709 | Time: 3098.73 ms
[2022-04-01 10:34:28 main:574] : INFO : Epoch 1687 | loss: 0.0311703 | val_loss: 0.0311721 | Time: 3117.7 ms
[2022-04-01 10:34:31 main:574] : INFO : Epoch 1688 | loss: 0.0311706 | val_loss: 0.0311699 | Time: 3113.29 ms
[2022-04-01 10:34:34 main:574] : INFO : Epoch 1689 | loss: 0.0311708 | val_loss: 0.0311699 | Time: 3169.11 ms
[2022-04-01 10:34:37 main:574] : INFO : Epoch 1690 | loss: 0.0311703 | val_loss: 0.0311667 | Time: 3094.26 ms
[2022-04-01 10:34:40 main:574] : INFO : Epoch 1691 | loss: 0.0311676 | val_loss: 0.0311664 | Time: 3088.25 ms
[2022-04-01 10:34:43 main:574] : INFO : Epoch 1692 | loss: 0.0311676 | val_loss: 0.0311659 | Time: 3089.47 ms
[2022-04-01 10:34:46 main:574] : INFO : Epoch 1693 | loss: 0.0311673 | val_loss: 0.0311652 | Time: 3021.11 ms
[2022-04-01 10:34:49 main:574] : INFO : Epoch 1694 | loss: 0.0311677 | val_loss: 0.0311656 | Time: 3080.19 ms
[2022-04-01 10:34:52 main:574] : INFO : Epoch 1695 | loss: 0.0311672 | val_loss: 0.0311657 | Time: 3104.54 ms
[2022-04-01 10:34:56 main:574] : INFO : Epoch 1696 | loss: 0.0311679 | val_loss: 0.0311676 | Time: 3139.78 ms
[2022-04-01 10:34:59 main:574] : INFO : Epoch 1697 | loss: 0.0311682 | val_loss: 0.0311693 | Time: 3110.87 ms
[2022-04-01 10:35:02 main:574] : INFO : Epoch 1698 | loss: 0.0311675 | val_loss: 0.0311662 | Time: 2988.37 ms
[2022-04-01 10:35:05 main:574] : INFO : Epoch 1699 | loss: 0.0311693 | val_loss: 0.0311665 | Time: 3016.08 ms
[2022-04-01 10:35:08 main:574] : INFO : Epoch 1700 | loss: 0.0311675 | val_loss: 0.0311697 | Time: 2972.61 ms
[2022-04-01 10:35:11 main:574] : INFO : Epoch 1701 | loss: 0.0311666 | val_loss: 0.0311686 | Time: 2980.96 ms
[2022-04-01 10:35:14 main:574] : INFO : Epoch 1702 | loss: 0.0311682 | val_loss: 0.031168 | Time: 2981.13 ms
[2022-04-01 10:35:17 main:574] : INFO : Epoch 1703 | loss: 0.0311691 | val_loss: 0.0311681 | Time: 2968.16 ms
[2022-04-01 10:35:20 main:574] : INFO : Epoch 1704 | loss: 0.0311705 | val_loss: 0.0311675 | Time: 2993.33 ms
[2022-04-01 10:35:23 main:574] : INFO : Epoch 1705 | loss: 0.0311657 | val_loss: 0.031167 | Time: 3000.3 ms
[2022-04-01 10:35:26 main:574] : INFO : Epoch 1706 | loss: 0.0311665 | val_loss: 0.0311672 | Time: 2999.09 ms
[2022-04-01 10:35:29 main:574] : INFO : Epoch 1707 | loss: 0.0311672 | val_loss: 0.0311659 | Time: 2950.85 ms
[2022-04-01 10:35:32 main:574] : INFO : Epoch 1708 | loss: 0.0311682 | val_loss: 0.0311657 | Time: 2975.23 ms
[2022-04-01 10:35:35 main:574] : INFO : Epoch 1709 | loss: 0.0311657 | val_loss: 0.0311658 | Time: 3019.61 ms
[2022-04-01 10:35:38 main:574] : INFO : Epoch 1710 | loss: 0.0311659 | val_loss: 0.0311661 | Time: 2982.29 ms
[2022-04-01 10:35:41 main:574] : INFO : Epoch 1711 | loss: 0.0311653 | val_loss: 0.0311666 | Time: 2978.65 ms
[2022-04-01 10:35:44 main:574] : INFO : Epoch 1712 | loss: 0.0311676 | val_loss: 0.031169 | Time: 2966.21 ms
[2022-04-01 10:35:47 main:574] : INFO : Epoch 1713 | loss: 0.0311655 | val_loss: 0.0311663 | Time: 2990.68 ms
[2022-04-01 10:35:50 main:574] : INFO : Epoch 1714 | loss: 0.0311662 | val_loss: 0.0311666 | Time: 3015.98 ms
[2022-04-01 10:35:53 main:574] : INFO : Epoch 1715 | loss: 0.0311659 | val_loss: 0.0311656 | Time: 2987.2 ms
[2022-04-01 10:35:56 main:574] : INFO : Epoch 1716 | loss: 0.0311664 | val_loss: 0.0311661 | Time: 3020.4 ms
[2022-04-01 10:35:59 main:574] : INFO : Epoch 1717 | loss: 0.0311662 | val_loss: 0.0311659 | Time: 2997.05 ms
[2022-04-01 10:36:02 main:574] : INFO : Epoch 1718 | loss: 0.031166 | val_loss: 0.031166 | Time: 3013.3 ms
[2022-04-01 10:36:05 main:574] : INFO : Epoch 1719 | loss: 0.0311691 | val_loss: 0.0311655 | Time: 3029.54 ms
[2022-04-01 10:36:08 main:574] : INFO : Epoch 1720 | loss: 0.031165 | val_loss: 0.0311649 | Time: 3003.68 ms
[2022-04-01 10:36:11 main:574] : INFO : Epoch 1721 | loss: 0.0311659 | val_loss: 0.0311665 | Time: 3021.06 ms
[2022-04-01 10:36:14 main:574] : INFO : Epoch 1722 | loss: 0.0311664 | val_loss: 0.031168 | Time: 3014.15 ms
[2022-04-01 10:36:17 main:574] : INFO : Epoch 1723 | loss: 0.031166 | val_loss: 0.0311657 | Time: 2974.99 ms
[2022-04-01 10:36:20 main:574] : INFO : Epoch 1724 | loss: 0.0311652 | val_loss: 0.0311679 | Time: 2970.75 ms
[2022-04-01 10:36:23 main:574] : INFO : Epoch 1725 | loss: 0.0311648 | val_loss: 0.031165 | Time: 2973.83 ms
[2022-04-01 10:36:26 main:574] : INFO : Epoch 1726 | loss: 0.0311652 | val_loss: 0.0311654 | Time: 2955.84 ms
[2022-04-01 10:36:29 main:574] : INFO : Epoch 1727 | loss: 0.0311666 | val_loss: 0.0311675 | Time: 2990.34 ms
[2022-04-01 10:36:32 main:574] : INFO : Epoch 1728 | loss: 0.0311646 | val_loss: 0.0311679 | Time: 2966.2 ms
[2022-04-01 10:36:35 main:574] : INFO : Epoch 1729 | loss: 0.0311673 | val_loss: 0.031166 | Time: 2993.05 ms
[2022-04-01 10:36:38 main:574] : INFO : Epoch 1730 | loss: 0.0311659 | val_loss: 0.0311659 | Time: 2990.48 ms
[2022-04-01 10:36:41 main:574] : INFO : Epoch 1731 | loss: 0.0311656 | val_loss: 0.0311663 | Time: 2966.17 ms
[2022-04-01 10:36:44 main:574] : INFO : Epoch 1732 | loss: 0.0311643 | val_loss: 0.0311651 | Time: 2961.53 ms
[2022-04-01 10:36:47 main:574] : INFO : Epoch 1733 | loss: 0.0311667 | val_loss: 0.0311713 | Time: 2967.47 ms
[2022-04-01 10:36:50 main:574] : INFO : Epoch 1734 | loss: 0.0311677 | val_loss: 0.0311662 | Time: 2951.67 ms
[2022-04-01 10:36:53 main:574] : INFO : Epoch 1735 | loss: 0.0311651 | val_loss: 0.0311662 | Time: 2982.36 ms
[2022-04-01 10:36:56 main:574] : INFO : Epoch 1736 | loss: 0.0311661 | val_loss: 0.031175 | Time: 2981.13 ms
[2022-04-01 10:36:59 main:574] : INFO : Epoch 1737 | loss: 0.0311663 | val_loss: 0.0311665 | Time: 2966.92 ms
[2022-04-01 10:37:02 main:574] : INFO : Epoch 1738 | loss: 0.0311667 | val_loss: 0.0311661 | Time: 2963.94 ms
[2022-04-01 10:37:05 main:574] : INFO : Epoch 1739 | loss: 0.031169 | val_loss: 0.031166 | Time: 2979.03 ms
[2022-04-01 10:37:08 main:574] : INFO : Epoch 1740 | loss: 0.03117 | val_loss: 0.0311661 | Time: 2968.64 ms
[2022-04-01 10:37:11 main:574] : INFO : Epoch 1741 | loss: 0.0311686 | val_loss: 0.0311657 | Time: 2954.5 ms
[2022-04-01 10:37:14 main:574] : INFO : Epoch 1742 | loss: 0.0311683 | val_loss: 0.0311669 | Time: 2957.96 ms
[2022-04-01 10:37:17 main:574] : INFO : Epoch 1743 | loss: 0.0311675 | val_loss: 0.0311756 | Time: 2983.69 ms
[2022-04-01 10:37:20 main:574] : INFO : Epoch 1744 | loss: 0.031167 | val_loss: 0.0311653 | Time: 2973.8 ms
[2022-04-01 10:37:22 main:574] : INFO : Epoch 1745 | loss: 0.0311666 | val_loss: 0.0311642 | Time: 2952.03 ms
[2022-04-01 10:37:26 main:574] : INFO : Epoch 1746 | loss: 0.0311657 | val_loss: 0.0311642 | Time: 3003.99 ms
[2022-04-01 10:37:28 main:574] : INFO : Epoch 1747 | loss: 0.0311645 | val_loss: 0.0311696 | Time: 2969.54 ms
[2022-04-01 10:37:31 main:574] : INFO : Epoch 1748 | loss: 0.0311648 | val_loss: 0.0311644 | Time: 2966.03 ms
[2022-04-01 10:37:34 main:574] : INFO : Epoch 1749 | loss: 0.0311644 | val_loss: 0.031171 | Time: 2996.47 ms
[2022-04-01 10:37:37 main:574] : INFO : Epoch 1750 | loss: 0.0311652 | val_loss: 0.0311707 | Time: 2986.85 ms
[2022-04-01 10:37:40 main:574] : INFO : Epoch 1751 | loss: 0.0311674 | val_loss: 0.0311665 | Time: 2978.64 ms
[2022-04-01 10:37:43 main:574] : INFO : Epoch 1752 | loss: 0.0311656 | val_loss: 0.0311708 | Time: 2984.88 ms
[2022-04-01 10:37:46 main:574] : INFO : Epoch 1753 | loss: 0.0311667 | val_loss: 0.0311658 | Time: 2983.3 ms
[2022-04-01 10:37:49 main:574] : INFO : Epoch 1754 | loss: 0.0311683 | val_loss: 0.0311676 | Time: 2975.75 ms
[2022-04-01 10:37:52 main:574] : INFO : Epoch 1755 | loss: 0.0311644 | val_loss: 0.0311652 | Time: 2956.87 ms
[2022-04-01 10:37:55 main:574] : INFO : Epoch 1756 | loss: 0.0311635 | val_loss: 0.0311659 | Time: 2975.55 ms
[2022-04-01 10:37:58 main:574] : INFO : Epoch 1757 | loss: 0.0311642 | val_loss: 0.0311654 | Time: 2984 ms
[2022-04-01 10:38:01 main:574] : INFO : Epoch 1758 | loss: 0.0311643 | val_loss: 0.0311656 | Time: 3004.61 ms
[2022-04-01 10:38:04 main:574] : INFO : Epoch 1759 | loss: 0.0311651 | val_loss: 0.0311681 | Time: 2972.94 ms
[2022-04-01 10:38:07 main:574] : INFO : Epoch 1760 | loss: 0.0311649 | val_loss: 0.0311722 | Time: 2991.39 ms
[2022-04-01 10:38:10 main:574] : INFO : Epoch 1761 | loss: 0.0311671 | val_loss: 0.0311657 | Time: 2961.57 ms
[2022-04-01 10:38:13 main:574] : INFO : Epoch 1762 | loss: 0.0311661 | val_loss: 0.0311688 | Time: 2986.07 ms
[2022-04-01 10:38:16 main:574] : INFO : Epoch 1763 | loss: 0.0311645 | val_loss: 0.0311676 | Time: 2977.74 ms
[2022-04-01 10:38:19 main:574] : INFO : Epoch 1764 | loss: 0.0311639 | val_loss: 0.0311658 | Time: 2976.99 ms
[2022-04-01 10:38:22 main:574] : INFO : Epoch 1765 | loss: 0.0311645 | val_loss: 0.0311652 | Time: 2978.23 ms
[2022-04-01 10:38:25 main:574] : INFO : Epoch 1766 | loss: 0.0311648 | val_loss: 0.0311674 | Time: 2999.51 ms
[2022-04-01 10:38:28 main:574] : INFO : Epoch 1767 | loss: 0.0311636 | val_loss: 0.0311662 | Time: 3005.1 ms
[2022-04-01 10:38:31 main:574] : INFO : Epoch 1768 | loss: 0.0311643 | val_loss: 0.0311688 | Time: 2964.62 ms
[2022-04-01 10:38:34 main:574] : INFO : Epoch 1769 | loss: 0.0311641 | val_loss: 0.0311679 | Time: 2998.4 ms
[2022-04-01 10:38:37 main:574] : INFO : Epoch 1770 | loss: 0.031164 | val_loss: 0.0311663 | Time: 3005.15 ms
[2022-04-01 10:38:40 main:574] : INFO : Epoch 1771 | loss: 0.0311639 | val_loss: 0.0311669 | Time: 2986.27 ms
[2022-04-01 10:38:43 main:574] : INFO : Epoch 1772 | loss: 0.0311663 | val_loss: 0.0311718 | Time: 2971.49 ms
[2022-04-01 10:38:46 main:574] : INFO : Epoch 1773 | loss: 0.0311663 | val_loss: 0.0311657 | Time: 2970.86 ms
[2022-04-01 10:38:49 main:574] : INFO : Epoch 1774 | loss: 0.031165 | val_loss: 0.0311667 | Time: 2955.68 ms
[2022-04-01 10:38:52 main:574] : INFO : Epoch 1775 | loss: 0.0311644 | val_loss: 0.0311685 | Time: 2970.97 ms
[2022-04-01 10:38:55 main:574] : INFO : Epoch 1776 | loss: 0.031166 | val_loss: 0.0311691 | Time: 3000.19 ms
[2022-04-01 10:38:58 main:574] : INFO : Epoch 1777 | loss: 0.0311667 | val_loss: 0.0311678 | Time: 2983.54 ms
[2022-04-01 10:39:01 main:574] : INFO : Epoch 1778 | loss: 0.0311655 | val_loss: 0.0311662 | Time: 2981.94 ms
[2022-04-01 10:39:04 main:574] : INFO : Epoch 1779 | loss: 0.0311634 | val_loss: 0.0311674 | Time: 2990.16 ms
[2022-04-01 10:39:07 main:574] : INFO : Epoch 1780 | loss: 0.0311623 | val_loss: 0.0311657 | Time: 2986.47 ms
[2022-04-01 10:39:10 main:574] : INFO : Epoch 1781 | loss: 0.0311624 | val_loss: 0.0311663 | Time: 2963.73 ms
[2022-04-01 10:39:13 main:574] : INFO : Epoch 1782 | loss: 0.0311624 | val_loss: 0.0311659 | Time: 2998.03 ms
[2022-04-01 10:39:16 main:574] : INFO : Epoch 1783 | loss: 0.0311634 | val_loss: 0.0311804 | Time: 2975.96 ms
[2022-04-01 10:39:19 main:574] : INFO : Epoch 1784 | loss: 0.0311661 | val_loss: 0.0311665 | Time: 2981.45 ms
[2022-04-01 10:39:22 main:574] : INFO : Epoch 1785 | loss: 0.0311644 | val_loss: 0.0311667 | Time: 2992.81 ms
[2022-04-01 10:39:25 main:574] : INFO : Epoch 1786 | loss: 0.0311646 | val_loss: 0.0311676 | Time: 2959.89 ms
[2022-04-01 10:39:28 main:574] : INFO : Epoch 1787 | loss: 0.0311638 | val_loss: 0.0311656 | Time: 2960.13 ms
[2022-04-01 10:39:31 main:574] : INFO : Epoch 1788 | loss: 0.0311624 | val_loss: 0.0311671 | Time: 2968.12 ms
[2022-04-01 10:39:34 main:574] : INFO : Epoch 1789 | loss: 0.0311625 | val_loss: 0.0311653 | Time: 2970.45 ms
[2022-04-01 10:39:37 main:574] : INFO : Epoch 1790 | loss: 0.0311626 | val_loss: 0.0311696 | Time: 2979.39 ms
[2022-04-01 10:39:40 main:574] : INFO : Epoch 1791 | loss: 0.0311663 | val_loss: 0.0311683 | Time: 3004.77 ms
[2022-04-01 10:39:43 main:574] : INFO : Epoch 1792 | loss: 0.0311644 | val_loss: 0.0311675 | Time: 2993.98 ms
[2022-04-01 10:39:46 main:574] : INFO : Epoch 1793 | loss: 0.0311694 | val_loss: 0.0311678 | Time: 2991.91 ms
[2022-04-01 10:39:49 main:574] : INFO : Epoch 1794 | loss: 0.0311677 | val_loss: 0.0311734 | Time: 2969.89 ms
[2022-04-01 10:39:52 main:574] : INFO : Epoch 1795 | loss: 0.0311676 | val_loss: 0.0311685 | Time: 2999.32 ms
[2022-04-01 10:39:55 main:574] : INFO : Epoch 1796 | loss: 0.0311638 | val_loss: 0.0311671 | Time: 2989.45 ms
[2022-04-01 10:39:58 main:574] : INFO : Epoch 1797 | loss: 0.0311652 | val_loss: 0.0311665 | Time: 2979.48 ms
[2022-04-01 10:40:01 main:574] : INFO : Epoch 1798 | loss: 0.0311627 | val_loss: 0.0311656 | Time: 2988.11 ms
[2022-04-01 10:40:04 main:574] : INFO : Epoch 1799 | loss: 0.0311625 | val_loss: 0.0311674 | Time: 2977.93 ms
[2022-04-01 10:40:07 main:574] : INFO : Epoch 1800 | loss: 0.031164 | val_loss: 0.031166 | Time: 2974.29 ms
[2022-04-01 10:40:10 main:574] : INFO : Epoch 1801 | loss: 0.0311649 | val_loss: 0.0311654 | Time: 2969.24 ms
[2022-04-01 10:40:13 main:574] : INFO : Epoch 1802 | loss: 0.0311631 | val_loss: 0.0311668 | Time: 2966.16 ms
[2022-04-01 10:40:16 main:574] : INFO : Epoch 1803 | loss: 0.0311628 | val_loss: 0.0311681 | Time: 2978.13 ms
[2022-04-01 10:40:19 main:574] : INFO : Epoch 1804 | loss: 0.0311635 | val_loss: 0.0311652 | Time: 3003.45 ms
[2022-04-01 10:40:22 main:574] : INFO : Epoch 1805 | loss: 0.0311631 | val_loss: 0.0311655 | Time: 2979.33 ms
[2022-04-01 10:40:25 main:574] : INFO : Epoch 1806 | loss: 0.0311621 | val_loss: 0.0311665 | Time: 2959.66 ms
[2022-04-01 10:40:28 main:574] : INFO : Epoch 1807 | loss: 0.0311654 | val_loss: 0.0311679 | Time: 2972.77 ms
[2022-04-01 10:40:31 main:574] : INFO : Epoch 1808 | loss: 0.0311652 | val_loss: 0.0311664 | Time: 2999.42 ms
[2022-04-01 10:40:34 main:574] : INFO : Epoch 1809 | loss: 0.0311697 | val_loss: 0.0311694 | Time: 2989.12 ms
[2022-04-01 10:40:37 main:574] : INFO : Epoch 1810 | loss: 0.0311644 | val_loss: 0.0311656 | Time: 2967.63 ms
[2022-04-01 10:40:40 main:574] : INFO : Epoch 1811 | loss: 0.0311623 | val_loss: 0.0311656 | Time: 3005.36 ms
[2022-04-01 10:40:43 main:574] : INFO : Epoch 1812 | loss: 0.0311622 | val_loss: 0.0311666 | Time: 3001.32 ms
[2022-04-01 10:40:46 main:574] : INFO : Epoch 1813 | loss: 0.0311623 | val_loss: 0.0311673 | Time: 3000.05 ms
[2022-04-01 10:40:49 main:574] : INFO : Epoch 1814 | loss: 0.031162 | val_loss: 0.0311649 | Time: 2982.81 ms
[2022-04-01 10:40:52 main:574] : INFO : Epoch 1815 | loss: 0.0311639 | val_loss: 0.0311665 | Time: 3010.09 ms
[2022-04-01 10:40:55 main:574] : INFO : Epoch 1816 | loss: 0.031163 | val_loss: 0.0311679 | Time: 3008.97 ms
[2022-04-01 10:40:58 main:574] : INFO : Epoch 1817 | loss: 0.0311635 | val_loss: 0.0311646 | Time: 3013.82 ms
[2022-04-01 10:41:01 main:574] : INFO : Epoch 1818 | loss: 0.0311686 | val_loss: 0.0311812 | Time: 3005.78 ms
[2022-04-01 10:41:04 main:574] : INFO : Epoch 1819 | loss: 0.0311639 | val_loss: 0.0311682 | Time: 2998.28 ms
[2022-04-01 10:41:07 main:574] : INFO : Epoch 1820 | loss: 0.0311631 | val_loss: 0.0311802 | Time: 3008.91 ms
[2022-04-01 10:41:10 main:574] : INFO : Epoch 1821 | loss: 0.0311646 | val_loss: 0.0311673 | Time: 2996.87 ms
[2022-04-01 10:41:13 main:574] : INFO : Epoch 1822 | loss: 0.0311626 | val_loss: 0.0311678 | Time: 3008.4 ms
[2022-04-01 10:41:16 main:574] : INFO : Epoch 1823 | loss: 0.031166 | val_loss: 0.0311659 | Time: 3025.11 ms
[2022-04-01 10:41:19 main:574] : INFO : Epoch 1824 | loss: 0.0311648 | val_loss: 0.0311651 | Time: 2992.33 ms
[2022-04-01 10:41:22 main:574] : INFO : Epoch 1825 | loss: 0.0311625 | val_loss: 0.0311652 | Time: 2989.62 ms
[2022-04-01 10:41:25 main:574] : INFO : Epoch 1826 | loss: 0.0311607 | val_loss: 0.031168 | Time: 2987.37 ms
[2022-04-01 10:41:28 main:574] : INFO : Epoch 1827 | loss: 0.0311624 | val_loss: 0.0311656 | Time: 2990.88 ms
[2022-04-01 10:41:31 main:574] : INFO : Epoch 1828 | loss: 0.0311635 | val_loss: 0.0311734 | Time: 2971.11 ms
[2022-04-01 10:41:34 main:574] : INFO : Epoch 1829 | loss: 0.0311643 | val_loss: 0.0311701 | Time: 2984.46 ms
[2022-04-01 10:41:37 main:574] : INFO : Epoch 1830 | loss: 0.0311639 | val_loss: 0.0311658 | Time: 2988.58 ms
[2022-04-01 10:41:40 main:574] : INFO : Epoch 1831 | loss: 0.0311618 | val_loss: 0.0311658 | Time: 2975.55 ms
[2022-04-01 10:41:43 main:574] : INFO : Epoch 1832 | loss: 0.0311653 | val_loss: 0.0311672 | Time: 3003.04 ms
[2022-04-01 10:41:46 main:574] : INFO : Epoch 1833 | loss: 0.0311719 | val_loss: 0.0311681 | Time: 3018.56 ms
[2022-04-01 10:41:49 main:574] : INFO : Epoch 1834 | loss: 0.0311708 | val_loss: 0.0311866 | Time: 3014.91 ms
[2022-04-01 10:41:52 main:574] : INFO : Epoch 1835 | loss: 0.0311676 | val_loss: 0.0311724 | Time: 3003.95 ms
[2022-04-01 10:41:55 main:574] : INFO : Epoch 1836 | loss: 0.0311699 | val_loss: 0.0311667 | Time: 2991.66 ms
[2022-04-01 10:41:58 main:574] : INFO : Epoch 1837 | loss: 0.0311643 | val_loss: 0.0311699 | Time: 2992.21 ms
[2022-04-01 10:42:01 main:574] : INFO : Epoch 1838 | loss: 0.0311662 | val_loss: 0.0311687 | Time: 2987.9 ms
[2022-04-01 10:42:04 main:574] : INFO : Epoch 1839 | loss: 0.0311651 | val_loss: 0.0311639 | Time: 3015.17 ms
[2022-04-01 10:42:07 main:574] : INFO : Epoch 1840 | loss: 0.0311645 | val_loss: 0.0311649 | Time: 2996.35 ms
[2022-04-01 10:42:10 main:574] : INFO : Epoch 1841 | loss: 0.0311613 | val_loss: 0.0311658 | Time: 3001.3 ms
[2022-04-01 10:42:13 main:574] : INFO : Epoch 1842 | loss: 0.031164 | val_loss: 0.0311631 | Time: 2984.79 ms
[2022-04-01 10:42:16 main:574] : INFO : Epoch 1843 | loss: 0.0311629 | val_loss: 0.0311737 | Time: 3003.15 ms
[2022-04-01 10:42:19 main:574] : INFO : Epoch 1844 | loss: 0.0311628 | val_loss: 0.0311698 | Time: 2980.29 ms
[2022-04-01 10:42:22 main:574] : INFO : Epoch 1845 | loss: 0.0311679 | val_loss: 0.0311645 | Time: 2987.51 ms
[2022-04-01 10:42:25 main:574] : INFO : Epoch 1846 | loss: 0.031161 | val_loss: 0.031165 | Time: 2999.16 ms
[2022-04-01 10:42:28 main:574] : INFO : Epoch 1847 | loss: 0.0311599 | val_loss: 0.0311638 | Time: 2999.9 ms
[2022-04-01 10:42:31 main:574] : INFO : Epoch 1848 | loss: 0.0311603 | val_loss: 0.0311629 | Time: 2996.7 ms
[2022-04-01 10:42:34 main:574] : INFO : Epoch 1849 | loss: 0.0311599 | val_loss: 0.0311637 | Time: 2979.65 ms
[2022-04-01 10:42:37 main:574] : INFO : Epoch 1850 | loss: 0.0311623 | val_loss: 0.0311654 | Time: 2972.25 ms
[2022-04-01 10:42:40 main:574] : INFO : Epoch 1851 | loss: 0.03116 | val_loss: 0.031164 | Time: 2991.97 ms
[2022-04-01 10:42:43 main:574] : INFO : Epoch 1852 | loss: 0.0311591 | val_loss: 0.0311635 | Time: 3000.26 ms
[2022-04-01 10:42:46 main:574] : INFO : Epoch 1853 | loss: 0.0311621 | val_loss: 0.031164 | Time: 3018.62 ms
[2022-04-01 10:42:49 main:574] : INFO : Epoch 1854 | loss: 0.0311594 | val_loss: 0.0311694 | Time: 2995.43 ms
[2022-04-01 10:42:52 main:574] : INFO : Epoch 1855 | loss: 0.0311612 | val_loss: 0.0311671 | Time: 3011.56 ms
[2022-04-01 10:42:55 main:574] : INFO : Epoch 1856 | loss: 0.0311603 | val_loss: 0.0311632 | Time: 3025.37 ms
[2022-04-01 10:42:58 main:574] : INFO : Epoch 1857 | loss: 0.0311609 | val_loss: 0.0311661 | Time: 3004.85 ms
[2022-04-01 10:43:01 main:574] : INFO : Epoch 1858 | loss: 0.0311612 | val_loss: 0.0311628 | Time: 2989.4 ms
[2022-04-01 10:43:04 main:574] : INFO : Epoch 1859 | loss: 0.03116 | val_loss: 0.031166 | Time: 3006.57 ms
[2022-04-01 10:43:07 main:574] : INFO : Epoch 1860 | loss: 0.0311624 | val_loss: 0.0311641 | Time: 2995.95 ms
[2022-04-01 10:43:10 main:574] : INFO : Epoch 1861 | loss: 0.0311627 | val_loss: 0.0311703 | Time: 2995.51 ms
[2022-04-01 10:43:13 main:574] : INFO : Epoch 1862 | loss: 0.0311659 | val_loss: 0.0311728 | Time: 3001.05 ms
[2022-04-01 10:43:16 main:574] : INFO : Epoch 1863 | loss: 0.0311617 | val_loss: 0.0311623 | Time: 2982.52 ms
[2022-04-01 10:43:19 main:574] : INFO : Epoch 1864 | loss: 0.0311594 | val_loss: 0.0311641 | Time: 2992.86 ms
[2022-04-01 10:43:22 main:574] : INFO : Epoch 1865 | loss: 0.0311598 | val_loss: 0.0311716 | Time: 2996.3 ms
[2022-04-01 10:43:25 main:574] : INFO : Epoch 1866 | loss: 0.0311609 | val_loss: 0.0311725 | Time: 3027.25 ms
[2022-04-01 10:43:28 main:574] : INFO : Epoch 1867 | loss: 0.0311597 | val_loss: 0.0311613 | Time: 2981.51 ms
[2022-04-01 10:43:31 main:574] : INFO : Epoch 1868 | loss: 0.0311586 | val_loss: 0.031165 | Time: 3022.47 ms
[2022-04-01 10:43:34 main:574] : INFO : Epoch 1869 | loss: 0.0311581 | val_loss: 0.0311641 | Time: 2987 ms
[2022-04-01 10:43:37 main:574] : INFO : Epoch 1870 | loss: 0.0311578 | val_loss: 0.0311648 | Time: 2997.8 ms
[2022-04-01 10:43:40 main:574] : INFO : Epoch 1871 | loss: 0.031158 | val_loss: 0.0311646 | Time: 2988.51 ms
[2022-04-01 10:43:43 main:574] : INFO : Epoch 1872 | loss: 0.0311585 | val_loss: 0.0311703 | Time: 3002.72 ms
[2022-04-01 10:43:46 main:574] : INFO : Epoch 1873 | loss: 0.0311624 | val_loss: 0.0311684 | Time: 2998.74 ms
[2022-04-01 10:43:49 main:574] : INFO : Epoch 1874 | loss: 0.0311595 | val_loss: 0.031167 | Time: 2993.27 ms
[2022-04-01 10:43:52 main:574] : INFO : Epoch 1875 | loss: 0.0311587 | val_loss: 0.0311673 | Time: 2989.17 ms
[2022-04-01 10:43:55 main:574] : INFO : Epoch 1876 | loss: 0.0311588 | val_loss: 0.0311642 | Time: 2994.25 ms
[2022-04-01 10:43:58 main:574] : INFO : Epoch 1877 | loss: 0.0311588 | val_loss: 0.0311638 | Time: 3006.74 ms
[2022-04-01 10:44:01 main:574] : INFO : Epoch 1878 | loss: 0.0311592 | val_loss: 0.0311641 | Time: 3000.75 ms
[2022-04-01 10:44:04 main:574] : INFO : Epoch 1879 | loss: 0.0311621 | val_loss: 0.031167 | Time: 3016.43 ms
[2022-04-01 10:44:07 main:574] : INFO : Epoch 1880 | loss: 0.0311589 | val_loss: 0.0311645 | Time: 3028.11 ms
[2022-04-01 10:44:10 main:574] : INFO : Epoch 1881 | loss: 0.0311591 | val_loss: 0.0311636 | Time: 2991.83 ms
[2022-04-01 10:44:13 main:574] : INFO : Epoch 1882 | loss: 0.0311582 | val_loss: 0.0311687 | Time: 3010.13 ms
[2022-04-01 10:44:16 main:574] : INFO : Epoch 1883 | loss: 0.0311621 | val_loss: 0.0311688 | Time: 2984.55 ms
[2022-04-01 10:44:19 main:574] : INFO : Epoch 1884 | loss: 0.0311626 | val_loss: 0.0311652 | Time: 2993.11 ms
[2022-04-01 10:44:22 main:574] : INFO : Epoch 1885 | loss: 0.0311614 | val_loss: 0.0311646 | Time: 2966.33 ms
[2022-04-01 10:44:25 main:574] : INFO : Epoch 1886 | loss: 0.0311595 | val_loss: 0.0311645 | Time: 2962.59 ms
[2022-04-01 10:44:28 main:574] : INFO : Epoch 1887 | loss: 0.031163 | val_loss: 0.031164 | Time: 3008.48 ms
[2022-04-01 10:44:31 main:574] : INFO : Epoch 1888 | loss: 0.0311602 | val_loss: 0.0311627 | Time: 2982.8 ms
[2022-04-01 10:44:34 main:574] : INFO : Epoch 1889 | loss: 0.0311597 | val_loss: 0.0311636 | Time: 2988.93 ms
[2022-04-01 10:44:37 main:574] : INFO : Epoch 1890 | loss: 0.0311635 | val_loss: 0.0311792 | Time: 2975.56 ms
[2022-04-01 10:44:40 main:574] : INFO : Epoch 1891 | loss: 0.0311639 | val_loss: 0.031168 | Time: 3006.1 ms
[2022-04-01 10:44:43 main:574] : INFO : Epoch 1892 | loss: 0.0311639 | val_loss: 0.0311629 | Time: 2988.47 ms
[2022-04-01 10:44:46 main:574] : INFO : Epoch 1893 | loss: 0.031161 | val_loss: 0.0311652 | Time: 2997.26 ms
[2022-04-01 10:44:49 main:574] : INFO : Epoch 1894 | loss: 0.0311599 | val_loss: 0.0311636 | Time: 3002.62 ms
[2022-04-01 10:44:52 main:574] : INFO : Epoch 1895 | loss: 0.0311614 | val_loss: 0.0311713 | Time: 2988.76 ms
[2022-04-01 10:44:55 main:574] : INFO : Epoch 1896 | loss: 0.031163 | val_loss: 0.031162 | Time: 2992.9 ms
[2022-04-01 10:44:58 main:574] : INFO : Epoch 1897 | loss: 0.0311611 | val_loss: 0.0311631 | Time: 2991.44 ms
[2022-04-01 10:45:01 main:574] : INFO : Epoch 1898 | loss: 0.0311616 | val_loss: 0.0311692 | Time: 2978.31 ms
[2022-04-01 10:45:04 main:574] : INFO : Epoch 1899 | loss: 0.0311641 | val_loss: 0.0311682 | Time: 3012.88 ms
[2022-04-01 10:45:07 main:574] : INFO : Epoch 1900 | loss: 0.0311648 | val_loss: 0.0311654 | Time: 2984.23 ms
[2022-04-01 10:45:10 main:574] : INFO : Epoch 1901 | loss: 0.0311626 | val_loss: 0.0311633 | Time: 2988.81 ms
[2022-04-01 10:45:13 main:574] : INFO : Epoch 1902 | loss: 0.0311596 | val_loss: 0.0311643 | Time: 3015.63 ms
[2022-04-01 10:45:16 main:574] : INFO : Epoch 1903 | loss: 0.0311588 | val_loss: 0.031162 | Time: 2972.2 ms
[2022-04-01 10:45:19 main:574] : INFO : Epoch 1904 | loss: 0.0311599 | val_loss: 0.031167 | Time: 2987.75 ms
[2022-04-01 10:45:22 main:574] : INFO : Epoch 1905 | loss: 0.031165 | val_loss: 0.0311683 | Time: 3005.09 ms
[2022-04-01 10:45:25 main:574] : INFO : Epoch 1906 | loss: 0.0311672 | val_loss: 0.0311651 | Time: 2969.15 ms
[2022-04-01 10:45:28 main:574] : INFO : Epoch 1907 | loss: 0.0311642 | val_loss: 0.0311675 | Time: 2990.48 ms
[2022-04-01 10:45:31 main:574] : INFO : Epoch 1908 | loss: 0.0311617 | val_loss: 0.0311616 | Time: 2989.16 ms
[2022-04-01 10:45:34 main:574] : INFO : Epoch 1909 | loss: 0.031173 | val_loss: 0.0311783 | Time: 3015.29 ms
[2022-04-01 10:45:37 main:574] : INFO : Epoch 1910 | loss: 0.031181 | val_loss: 0.0311794 | Time: 2977.12 ms
[2022-04-01 10:45:40 main:574] : INFO : Epoch 1911 | loss: 0.031181 | val_loss: 0.0311774 | Time: 3027.25 ms
[2022-04-01 10:45:43 main:574] : INFO : Epoch 1912 | loss: 0.0311772 | val_loss: 0.0311789 | Time: 3008.23 ms
[2022-04-01 10:45:46 main:574] : INFO : Epoch 1913 | loss: 0.0311777 | val_loss: 0.0311758 | Time: 2991.59 ms
[2022-04-01 10:45:49 main:574] : INFO : Epoch 1914 | loss: 0.0311829 | val_loss: 0.0311753 | Time: 3006.25 ms
[2022-04-01 10:45:52 main:574] : INFO : Epoch 1915 | loss: 0.0311815 | val_loss: 0.0311754 | Time: 2980.72 ms
[2022-04-01 10:45:55 main:574] : INFO : Epoch 1916 | loss: 0.0311801 | val_loss: 0.0311761 | Time: 2978.49 ms
[2022-04-01 10:45:58 main:574] : INFO : Epoch 1917 | loss: 0.0311803 | val_loss: 0.0311757 | Time: 3014.57 ms
[2022-04-01 10:46:01 main:574] : INFO : Epoch 1918 | loss: 0.031179 | val_loss: 0.0311735 | Time: 3025.32 ms
[2022-04-01 10:46:04 main:574] : INFO : Epoch 1919 | loss: 0.0311791 | val_loss: 0.031176 | Time: 3013.75 ms
[2022-04-01 10:46:07 main:574] : INFO : Epoch 1920 | loss: 0.0311762 | val_loss: 0.0311723 | Time: 2983.7 ms
[2022-04-01 10:46:10 main:574] : INFO : Epoch 1921 | loss: 0.0311762 | val_loss: 0.0311731 | Time: 2996.17 ms
[2022-04-01 10:46:13 main:574] : INFO : Epoch 1922 | loss: 0.0311771 | val_loss: 0.0311708 | Time: 2992.94 ms
[2022-04-01 10:46:16 main:574] : INFO : Epoch 1923 | loss: 0.0311778 | val_loss: 0.0311758 | Time: 2983.48 ms
[2022-04-01 10:46:19 main:574] : INFO : Epoch 1924 | loss: 0.0311761 | val_loss: 0.0311707 | Time: 2979.78 ms
[2022-04-01 10:46:22 main:574] : INFO : Epoch 1925 | loss: 0.0311739 | val_loss: 0.0311697 | Time: 3004.17 ms
[2022-04-01 10:46:25 main:574] : INFO : Epoch 1926 | loss: 0.0311732 | val_loss: 0.0311725 | Time: 3013.71 ms
[2022-04-01 10:46:28 main:574] : INFO : Epoch 1927 | loss: 0.0311718 | val_loss: 0.0311706 | Time: 2997.27 ms
[2022-04-01 10:46:32 main:574] : INFO : Epoch 1928 | loss: 0.0311725 | val_loss: 0.0311731 | Time: 3024.25 ms
[2022-04-01 10:46:35 main:574] : INFO : Epoch 1929 | loss: 0.0311725 | val_loss: 0.0311702 | Time: 2963.51 ms
[2022-04-01 10:46:37 main:574] : INFO : Epoch 1930 | loss: 0.0311705 | val_loss: 0.0311697 | Time: 2979.29 ms
[2022-04-01 10:46:40 main:574] : INFO : Epoch 1931 | loss: 0.0311784 | val_loss: 0.0311898 | Time: 3000.23 ms
[2022-04-01 10:46:43 main:574] : INFO : Epoch 1932 | loss: 0.0311843 | val_loss: 0.031183 | Time: 2994.65 ms
[2022-04-01 10:46:46 main:574] : INFO : Epoch 1933 | loss: 0.0311758 | val_loss: 0.0311811 | Time: 2996.94 ms
[2022-04-01 10:46:49 main:574] : INFO : Epoch 1934 | loss: 0.0311733 | val_loss: 0.0311718 | Time: 2994.05 ms
[2022-04-01 10:46:53 main:574] : INFO : Epoch 1935 | loss: 0.0311717 | val_loss: 0.031175 | Time: 3002.18 ms
[2022-04-01 10:46:56 main:574] : INFO : Epoch 1936 | loss: 0.0311707 | val_loss: 0.0311711 | Time: 2992.33 ms
[2022-04-01 10:46:59 main:574] : INFO : Epoch 1937 | loss: 0.0311696 | val_loss: 0.031169 | Time: 3023.35 ms
[2022-04-01 10:47:02 main:574] : INFO : Epoch 1938 | loss: 0.0311746 | val_loss: 0.0311721 | Time: 3022.49 ms
[2022-04-01 10:47:05 main:574] : INFO : Epoch 1939 | loss: 0.0311705 | val_loss: 0.0311715 | Time: 3003.02 ms
[2022-04-01 10:47:08 main:574] : INFO : Epoch 1940 | loss: 0.0311696 | val_loss: 0.0311708 | Time: 3006.56 ms
[2022-04-01 10:47:11 main:574] : INFO : Epoch 1941 | loss: 0.0311692 | val_loss: 0.0311735 | Time: 2993.4 ms
[2022-04-01 10:47:14 main:574] : INFO : Epoch 1942 | loss: 0.031171 | val_loss: 0.0311719 | Time: 3020.28 ms
[2022-04-01 10:47:17 main:574] : INFO : Epoch 1943 | loss: 0.0311717 | val_loss: 0.0311714 | Time: 2984.51 ms
[2022-04-01 10:47:20 main:574] : INFO : Epoch 1944 | loss: 0.0311726 | val_loss: 0.0311761 | Time: 2998.68 ms
[2022-04-01 10:47:23 main:574] : INFO : Epoch 1945 | loss: 0.0311749 | val_loss: 0.0311715 | Time: 3002.77 ms
[2022-04-01 10:47:26 main:574] : INFO : Epoch 1946 | loss: 0.0311711 | val_loss: 0.0311691 | Time: 3017.37 ms
[2022-04-01 10:47:29 main:574] : INFO : Epoch 1947 | loss: 0.031175 | val_loss: 0.0311739 | Time: 3001.45 ms
[2022-04-01 10:47:32 main:574] : INFO : Epoch 1948 | loss: 0.0311721 | val_loss: 0.0311732 | Time: 2983.94 ms
[2022-04-01 10:47:35 main:574] : INFO : Epoch 1949 | loss: 0.0311701 | val_loss: 0.0311723 | Time: 3000.63 ms
[2022-04-01 10:47:38 main:574] : INFO : Epoch 1950 | loss: 0.0311702 | val_loss: 0.0311839 | Time: 2982.56 ms
[2022-04-01 10:47:41 main:574] : INFO : Epoch 1951 | loss: 0.0311756 | val_loss: 0.031175 | Time: 3018.77 ms
[2022-04-01 10:47:44 main:574] : INFO : Epoch 1952 | loss: 0.0311691 | val_loss: 0.0311694 | Time: 3000.03 ms
[2022-04-01 10:47:47 main:574] : INFO : Epoch 1953 | loss: 0.0311693 | val_loss: 0.0311682 | Time: 2992.22 ms
[2022-04-01 10:47:50 main:574] : INFO : Epoch 1954 | loss: 0.0311676 | val_loss: 0.0311728 | Time: 3089.4 ms
[2022-04-01 10:47:53 main:574] : INFO : Epoch 1955 | loss: 0.0311691 | val_loss: 0.0311689 | Time: 3038.36 ms
[2022-04-01 10:47:56 main:574] : INFO : Epoch 1956 | loss: 0.0311676 | val_loss: 0.0311685 | Time: 3016.19 ms
[2022-04-01 10:47:59 main:574] : INFO : Epoch 1957 | loss: 0.0311688 | val_loss: 0.031168 | Time: 3009.34 ms
[2022-04-01 10:48:02 main:574] : INFO : Epoch 1958 | loss: 0.0311679 | val_loss: 0.0311726 | Time: 3025.2 ms
[2022-04-01 10:48:05 main:574] : INFO : Epoch 1959 | loss: 0.0311679 | val_loss: 0.0311672 | Time: 3004.23 ms
[2022-04-01 10:48:08 main:574] : INFO : Epoch 1960 | loss: 0.0311696 | val_loss: 0.0311707 | Time: 2990.6 ms
[2022-04-01 10:48:11 main:574] : INFO : Epoch 1961 | loss: 0.0311714 | val_loss: 0.0311698 | Time: 2980.69 ms
[2022-04-01 10:48:14 main:574] : INFO : Epoch 1962 | loss: 0.0311707 | val_loss: 0.0311692 | Time: 3002.21 ms
[2022-04-01 10:48:17 main:574] : INFO : Epoch 1963 | loss: 0.031168 | val_loss: 0.0311667 | Time: 3003.9 ms
[2022-04-01 10:48:20 main:574] : INFO : Epoch 1964 | loss: 0.0311676 | val_loss: 0.031169 | Time: 2993.87 ms
[2022-04-01 10:48:23 main:574] : INFO : Epoch 1965 | loss: 0.0311693 | val_loss: 0.0311729 | Time: 3013.13 ms
[2022-04-01 10:48:26 main:574] : INFO : Epoch 1966 | loss: 0.03117 | val_loss: 0.0311705 | Time: 3035.8 ms
[2022-04-01 10:48:29 main:574] : INFO : Epoch 1967 | loss: 0.0311683 | val_loss: 0.0311732 | Time: 3036.8 ms
[2022-04-01 10:48:32 main:574] : INFO : Epoch 1968 | loss: 0.031171 | val_loss: 0.0311697 | Time: 3057.75 ms
[2022-04-01 10:48:35 main:574] : INFO : Epoch 1969 | loss: 0.0311669 | val_loss: 0.0311662 | Time: 2991.52 ms
[2022-04-01 10:48:38 main:574] : INFO : Epoch 1970 | loss: 0.031167 | val_loss: 0.0311671 | Time: 2989.39 ms
[2022-04-01 10:48:41 main:574] : INFO : Epoch 1971 | loss: 0.0311659 | val_loss: 0.0311722 | Time: 3002.13 ms
[2022-04-01 10:48:44 main:574] : INFO : Epoch 1972 | loss: 0.031169 | val_loss: 0.0311731 | Time: 3037.6 ms
[2022-04-01 10:48:47 main:574] : INFO : Epoch 1973 | loss: 0.0311673 | val_loss: 0.0311687 | Time: 2995.15 ms
[2022-04-01 10:48:50 main:574] : INFO : Epoch 1974 | loss: 0.0311656 | val_loss: 0.0311659 | Time: 3004.45 ms
[2022-04-01 10:48:53 main:574] : INFO : Epoch 1975 | loss: 0.0311676 | val_loss: 0.0311684 | Time: 2996.19 ms
[2022-04-01 10:48:56 main:574] : INFO : Epoch 1976 | loss: 0.0311668 | val_loss: 0.0311668 | Time: 2974.19 ms
[2022-04-01 10:48:59 main:574] : INFO : Epoch 1977 | loss: 0.0311669 | val_loss: 0.031169 | Time: 2992.67 ms
[2022-04-01 10:49:02 main:574] : INFO : Epoch 1978 | loss: 0.0311668 | val_loss: 0.0311688 | Time: 3085.22 ms
[2022-04-01 10:49:05 main:574] : INFO : Epoch 1979 | loss: 0.0311692 | val_loss: 0.0311694 | Time: 3025.75 ms
[2022-04-01 10:49:08 main:574] : INFO : Epoch 1980 | loss: 0.0311662 | val_loss: 0.0311677 | Time: 3018.45 ms
[2022-04-01 10:49:11 main:574] : INFO : Epoch 1981 | loss: 0.0311673 | val_loss: 0.031174 | Time: 3019.31 ms
[2022-04-01 10:49:14 main:574] : INFO : Epoch 1982 | loss: 0.0311674 | val_loss: 0.0311687 | Time: 3028.56 ms
[2022-04-01 10:49:17 main:574] : INFO : Epoch 1983 | loss: 0.0311721 | val_loss: 0.0311711 | Time: 3018.31 ms
[2022-04-01 10:49:20 main:574] : INFO : Epoch 1984 | loss: 0.0311741 | val_loss: 0.0311668 | Time: 2998.66 ms
[2022-04-01 10:49:23 main:574] : INFO : Epoch 1985 | loss: 0.0311716 | val_loss: 0.0311701 | Time: 3015.55 ms
[2022-04-01 10:49:26 main:574] : INFO : Epoch 1986 | loss: 0.0311729 | val_loss: 0.031166 | Time: 3002.19 ms
[2022-04-01 10:49:29 main:574] : INFO : Epoch 1987 | loss: 0.0311725 | val_loss: 0.031173 | Time: 2994.45 ms
[2022-04-01 10:49:32 main:574] : INFO : Epoch 1988 | loss: 0.0311742 | val_loss: 0.0311772 | Time: 2974.76 ms
[2022-04-01 10:49:35 main:574] : INFO : Epoch 1989 | loss: 0.0311731 | val_loss: 0.0311705 | Time: 3015.31 ms
[2022-04-01 10:49:38 main:574] : INFO : Epoch 1990 | loss: 0.0311708 | val_loss: 0.0311683 | Time: 3007.97 ms
[2022-04-01 10:49:41 main:574] : INFO : Epoch 1991 | loss: 0.031171 | val_loss: 0.0311684 | Time: 3003.25 ms
[2022-04-01 10:49:44 main:574] : INFO : Epoch 1992 | loss: 0.031172 | val_loss: 0.0311693 | Time: 3022.77 ms
[2022-04-01 10:49:47 main:574] : INFO : Epoch 1993 | loss: 0.0311697 | val_loss: 0.0311688 | Time: 3011.79 ms
[2022-04-01 10:49:50 main:574] : INFO : Epoch 1994 | loss: 0.0311681 | val_loss: 0.0311681 | Time: 3061.17 ms
[2022-04-01 10:49:53 main:574] : INFO : Epoch 1995 | loss: 0.0311716 | val_loss: 0.0311679 | Time: 2982.55 ms
[2022-04-01 10:49:57 main:574] : INFO : Epoch 1996 | loss: 0.0311754 | val_loss: 0.0311982 | Time: 3013.53 ms
[2022-04-01 10:50:00 main:574] : INFO : Epoch 1997 | loss: 0.031174 | val_loss: 0.0311703 | Time: 3018.41 ms
[2022-04-01 10:50:03 main:574] : INFO : Epoch 1998 | loss: 0.031172 | val_loss: 0.0311724 | Time: 2994.39 ms
[2022-04-01 10:50:06 main:574] : INFO : Epoch 1999 | loss: 0.0311685 | val_loss: 0.0311688 | Time: 3049.42 ms
[2022-04-01 10:50:09 main:574] : INFO : Epoch 2000 | loss: 0.0311676 | val_loss: 0.0311708 | Time: 3040.5 ms
[2022-04-01 10:50:12 main:574] : INFO : Epoch 2001 | loss: 0.0311688 | val_loss: 0.0311685 | Time: 3024.85 ms
[2022-04-01 10:50:15 main:574] : INFO : Epoch 2002 | loss: 0.0311672 | val_loss: 0.0311692 | Time: 3005.94 ms
[2022-04-01 10:50:18 main:574] : INFO : Epoch 2003 | loss: 0.0311685 | val_loss: 0.0311691 | Time: 2989.93 ms
[2022-04-01 10:50:21 main:574] : INFO : Epoch 2004 | loss: 0.0311683 | val_loss: 0.0311679 | Time: 3017.45 ms
[2022-04-01 10:50:24 main:574] : INFO : Epoch 2005 | loss: 0.0311704 | val_loss: 0.0311703 | Time: 2998.24 ms
[2022-04-01 10:50:27 main:574] : INFO : Epoch 2006 | loss: 0.0311728 | val_loss: 0.0311734 | Time: 3022.49 ms
[2022-04-01 10:50:30 main:574] : INFO : Epoch 2007 | loss: 0.0311679 | val_loss: 0.0311783 | Time: 2991.91 ms
[2022-04-01 10:50:33 main:574] : INFO : Epoch 2008 | loss: 0.0311704 | val_loss: 0.0311674 | Time: 3004.07 ms
[2022-04-01 10:50:36 main:574] : INFO : Epoch 2009 | loss: 0.0311688 | val_loss: 0.0311684 | Time: 3013.65 ms
[2022-04-01 10:50:39 main:574] : INFO : Epoch 2010 | loss: 0.0311662 | val_loss: 0.0311685 | Time: 3022.87 ms
[2022-04-01 10:50:42 main:574] : INFO : Epoch 2011 | loss: 0.0311687 | val_loss: 0.0311845 | Time: 2990.97 ms
[2022-04-01 10:50:45 main:574] : INFO : Epoch 2012 | loss: 0.0311704 | val_loss: 0.0311744 | Time: 3020.56 ms
[2022-04-01 10:50:48 main:574] : INFO : Epoch 2013 | loss: 0.0311697 | val_loss: 0.0311753 | Time: 2975.35 ms
[2022-04-01 10:50:51 main:574] : INFO : Epoch 2014 | loss: 0.0311724 | val_loss: 0.0311725 | Time: 3006.37 ms
[2022-04-01 10:50:54 main:574] : INFO : Epoch 2015 | loss: 0.0311692 | val_loss: 0.0311786 | Time: 2991.38 ms
[2022-04-01 10:50:57 main:574] : INFO : Epoch 2016 | loss: 0.0311742 | val_loss: 0.0311695 | Time: 2975.61 ms
[2022-04-01 10:51:00 main:574] : INFO : Epoch 2017 | loss: 0.0311668 | val_loss: 0.0311674 | Time: 3000.02 ms
[2022-04-01 10:51:03 main:574] : INFO : Epoch 2018 | loss: 0.0311669 | val_loss: 0.0311718 | Time: 3016.46 ms
[2022-04-01 10:51:06 main:574] : INFO : Epoch 2019 | loss: 0.0311698 | val_loss: 0.0311731 | Time: 3004.87 ms
[2022-04-01 10:51:09 main:574] : INFO : Epoch 2020 | loss: 0.0311669 | val_loss: 0.031169 | Time: 3014.16 ms
[2022-04-01 10:51:12 main:574] : INFO : Epoch 2021 | loss: 0.0311694 | val_loss: 0.0311697 | Time: 2990.58 ms
[2022-04-01 10:51:15 main:574] : INFO : Epoch 2022 | loss: 0.0311693 | val_loss: 0.0311679 | Time: 2998.7 ms
[2022-04-01 10:51:18 main:574] : INFO : Epoch 2023 | loss: 0.0311724 | val_loss: 0.0311791 | Time: 3008.59 ms
[2022-04-01 10:51:21 main:574] : INFO : Epoch 2024 | loss: 0.0311715 | val_loss: 0.0311753 | Time: 2999.45 ms
[2022-04-01 10:51:24 main:574] : INFO : Epoch 2025 | loss: 0.0311683 | val_loss: 0.0311743 | Time: 2995.18 ms
[2022-04-01 10:51:27 main:574] : INFO : Epoch 2026 | loss: 0.03117 | val_loss: 0.0311687 | Time: 2992.35 ms
[2022-04-01 10:51:30 main:574] : INFO : Epoch 2027 | loss: 0.0311688 | val_loss: 0.0311704 | Time: 2991.62 ms
[2022-04-01 10:51:33 main:574] : INFO : Epoch 2028 | loss: 0.0311679 | val_loss: 0.0311695 | Time: 2993.03 ms
[2022-04-01 10:51:36 main:574] : INFO : Epoch 2029 | loss: 0.0311673 | val_loss: 0.0311705 | Time: 3002.61 ms
[2022-04-01 10:51:39 main:574] : INFO : Epoch 2030 | loss: 0.0311665 | val_loss: 0.031169 | Time: 2996.01 ms
[2022-04-01 10:51:42 main:574] : INFO : Epoch 2031 | loss: 0.0311693 | val_loss: 0.0311776 | Time: 2973.17 ms
[2022-04-01 10:51:45 main:574] : INFO : Epoch 2032 | loss: 0.0311687 | val_loss: 0.0311694 | Time: 2991.98 ms
[2022-04-01 10:51:48 main:574] : INFO : Epoch 2033 | loss: 0.0311664 | val_loss: 0.0311683 | Time: 3013.95 ms
[2022-04-01 10:51:51 main:574] : INFO : Epoch 2034 | loss: 0.0311652 | val_loss: 0.0311695 | Time: 2983.15 ms
[2022-04-01 10:51:54 main:574] : INFO : Epoch 2035 | loss: 0.0311652 | val_loss: 0.0311682 | Time: 3016.11 ms
[2022-04-01 10:51:57 main:574] : INFO : Epoch 2036 | loss: 0.0311643 | val_loss: 0.0311681 | Time: 2999.56 ms
[2022-04-01 10:52:00 main:574] : INFO : Epoch 2037 | loss: 0.0311652 | val_loss: 0.0311711 | Time: 3013.87 ms
[2022-04-01 10:52:03 main:574] : INFO : Epoch 2038 | loss: 0.0311684 | val_loss: 0.0311678 | Time: 2995.03 ms
[2022-04-01 10:52:06 main:574] : INFO : Epoch 2039 | loss: 0.0311647 | val_loss: 0.0311679 | Time: 3055.92 ms
[2022-04-01 10:52:09 main:574] : INFO : Epoch 2040 | loss: 0.0311644 | val_loss: 0.0311671 | Time: 2985.29 ms
[2022-04-01 10:52:12 main:574] : INFO : Epoch 2041 | loss: 0.0311643 | val_loss: 0.0311665 | Time: 2987.28 ms
[2022-04-01 10:52:15 main:574] : INFO : Epoch 2042 | loss: 0.0311644 | val_loss: 0.0311665 | Time: 3004.86 ms
[2022-04-01 10:52:18 main:574] : INFO : Epoch 2043 | loss: 0.0311658 | val_loss: 0.0311657 | Time: 2971.47 ms
[2022-04-01 10:52:21 main:574] : INFO : Epoch 2044 | loss: 0.0311645 | val_loss: 0.0311657 | Time: 2996.6 ms
[2022-04-01 10:52:24 main:574] : INFO : Epoch 2045 | loss: 0.0311673 | val_loss: 0.0311714 | Time: 3008.31 ms
[2022-04-01 10:52:27 main:574] : INFO : Epoch 2046 | loss: 0.0311653 | val_loss: 0.031166 | Time: 2997.53 ms
[2022-04-01 10:52:30 main:574] : INFO : Epoch 2047 | loss: 0.0311645 | val_loss: 0.0311661 | Time: 2980.12 ms
[2022-04-01 10:52:33 main:574] : INFO : Epoch 2048 | loss: 0.0311647 | val_loss: 0.0311684 | Time: 2992.07 ms
[2022-04-01 10:52:33 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311684
[2022-04-01 10:52:33 main:603] : INFO : Saving end state to config to file
[2022-04-01 10:52:33 main:608] : INFO : Success, exiting..
10:52:33 (17016): 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)