Task 11572373
| Name | ParityModified-1639965342-32247-3-0_0 |
| Workunit | 8794472 |
| Created | 15 Feb 2022, 4:34:44 UTC |
| Sent | 25 Feb 2022, 21:01:18 UTC |
| Report deadline | 5 Mar 2022, 21:01:18 UTC |
| Received | 3 Mar 2022, 2:41:36 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 19912 |
| Run time | 2 hours 44 min 47 sec |
| CPU time | 2 hours 37 min 3 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,102.12 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.32 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: 0.0311604 | val_loss: 0.0311758 | Time: 4569.33 ms
[2022-03-02 20:02:50 main:574] : INFO : Epoch 1543 | loss: 0.0311599 | val_loss: 0.0311719 | Time: 4677.67 ms
[2022-03-02 20:02:54 main:574] : INFO : Epoch 1544 | loss: 0.0311579 | val_loss: 0.0311709 | Time: 4341.77 ms
[2022-03-02 20:02:59 main:574] : INFO : Epoch 1545 | loss: 0.0311581 | val_loss: 0.0311701 | Time: 4706.94 ms
[2022-03-02 20:03:03 main:574] : INFO : Epoch 1546 | loss: 0.0311577 | val_loss: 0.0311725 | Time: 4335.44 ms
[2022-03-02 20:03:08 main:574] : INFO : Epoch 1547 | loss: 0.0311568 | val_loss: 0.0311716 | Time: 4642.01 ms
[2022-03-02 20:03:12 main:574] : INFO : Epoch 1548 | loss: 0.0311569 | val_loss: 0.0311707 | Time: 4302.06 ms
[2022-03-02 20:03:17 main:574] : INFO : Epoch 1549 | loss: 0.0311595 | val_loss: 0.0311726 | Time: 4647.15 ms
[2022-03-02 20:03:21 main:574] : INFO : Epoch 1550 | loss: 0.0311581 | val_loss: 0.0311737 | Time: 4552.9 ms
[2022-03-02 20:03:26 main:574] : INFO : Epoch 1551 | loss: 0.0311597 | val_loss: 0.0311737 | Time: 4563.04 ms
[2022-03-02 20:03:31 main:574] : INFO : Epoch 1552 | loss: 0.0311568 | val_loss: 0.0311717 | Time: 4615.82 ms
[2022-03-02 20:03:35 main:574] : INFO : Epoch 1553 | loss: 0.0311573 | val_loss: 0.0311725 | Time: 4383.82 ms
[2022-03-02 20:03:40 main:574] : INFO : Epoch 1554 | loss: 0.0311572 | val_loss: 0.0311725 | Time: 4664.45 ms
[2022-03-02 20:03:44 main:574] : INFO : Epoch 1555 | loss: 0.0311582 | val_loss: 0.0311723 | Time: 4336.06 ms
[2022-03-02 20:03:49 main:574] : INFO : Epoch 1556 | loss: 0.0311578 | val_loss: 0.0311715 | Time: 4617.08 ms
[2022-03-02 20:03:53 main:574] : INFO : Epoch 1557 | loss: 0.0311603 | val_loss: 0.0311708 | Time: 4438.65 ms
[2022-03-02 20:03:58 main:574] : INFO : Epoch 1558 | loss: 0.0311611 | val_loss: 0.0311713 | Time: 4660.33 ms
[2022-03-02 20:04:02 main:574] : INFO : Epoch 1559 | loss: 0.0311594 | val_loss: 0.0311721 | Time: 4382.84 ms
[2022-03-02 20:04:07 main:574] : INFO : Epoch 1560 | loss: 0.0311585 | val_loss: 0.0311719 | Time: 4646.58 ms
[2022-03-02 20:04:11 main:574] : INFO : Epoch 1561 | loss: 0.0311579 | val_loss: 0.0311722 | Time: 4526.94 ms
[2022-03-02 20:04:16 main:574] : INFO : Epoch 1562 | loss: 0.0311601 | val_loss: 0.0311757 | Time: 4448.9 ms
[2022-03-02 20:04:20 main:574] : INFO : Epoch 1563 | loss: 0.0311613 | val_loss: 0.0311738 | Time: 4599.31 ms
[2022-03-02 20:04:25 main:574] : INFO : Epoch 1564 | loss: 0.0311623 | val_loss: 0.0311737 | Time: 4351.17 ms
[2022-03-02 20:04:29 main:574] : INFO : Epoch 1565 | loss: 0.0311619 | val_loss: 0.0311738 | Time: 4646.82 ms
[2022-03-02 20:04:34 main:574] : INFO : Epoch 1566 | loss: 0.0311607 | val_loss: 0.0311745 | Time: 4409.14 ms
[2022-03-02 20:04:38 main:574] : INFO : Epoch 1567 | loss: 0.0311631 | val_loss: 0.0311746 | Time: 4584.68 ms
[2022-03-02 20:04:43 main:574] : INFO : Epoch 1568 | loss: 0.0311621 | val_loss: 0.0311758 | Time: 4412.03 ms
[2022-03-02 20:04:48 main:574] : INFO : Epoch 1569 | loss: 0.0311615 | val_loss: 0.0311778 | Time: 4664.39 ms
[2022-03-02 20:04:52 main:574] : INFO : Epoch 1570 | loss: 0.0311584 | val_loss: 0.031178 | Time: 4401.69 ms
[2022-03-02 20:04:57 main:574] : INFO : Epoch 1571 | loss: 0.0311594 | val_loss: 0.0311763 | Time: 4557.28 ms
[2022-03-02 20:05:01 main:574] : INFO : Epoch 1572 | loss: 0.0311609 | val_loss: 0.0311773 | Time: 4638.02 ms
[2022-03-02 20:05:06 main:574] : INFO : Epoch 1573 | loss: 0.0311605 | val_loss: 0.0311778 | Time: 4359.63 ms
[2022-03-02 20:05:10 main:574] : INFO : Epoch 1574 | loss: 0.031161 | val_loss: 0.0311805 | Time: 4635.33 ms
[2022-03-02 20:05:15 main:574] : INFO : Epoch 1575 | loss: 0.0311618 | val_loss: 0.0311782 | Time: 4325.81 ms
[2022-03-02 20:05:19 main:574] : INFO : Epoch 1576 | loss: 0.0311594 | val_loss: 0.0311761 | Time: 4609.94 ms
[2022-03-02 20:05:24 main:574] : INFO : Epoch 1577 | loss: 0.031162 | val_loss: 0.0311767 | Time: 4380.89 ms
[2022-03-02 20:05:28 main:574] : INFO : Epoch 1578 | loss: 0.0311588 | val_loss: 0.0311738 | Time: 4572.66 ms
[2022-03-02 20:05:32 main:574] : INFO : Epoch 1579 | loss: 0.031159 | val_loss: 0.031183 | Time: 4380.45 ms
[2022-03-02 20:05:37 main:574] : INFO : Epoch 1580 | loss: 0.0311614 | val_loss: 0.0311738 | Time: 4590.92 ms
[2022-03-02 20:05:42 main:574] : INFO : Epoch 1581 | loss: 0.0311564 | val_loss: 0.0311759 | Time: 4519.71 ms
[2022-03-02 20:05:46 main:574] : INFO : Epoch 1582 | loss: 0.031157 | val_loss: 0.0311785 | Time: 4477.28 ms
[2022-03-02 20:05:51 main:574] : INFO : Epoch 1583 | loss: 0.0311566 | val_loss: 0.0311769 | Time: 4671.86 ms
[2022-03-02 20:05:55 main:574] : INFO : Epoch 1584 | loss: 0.0311571 | val_loss: 0.0311749 | Time: 4427.95 ms
[2022-03-02 20:06:00 main:574] : INFO : Epoch 1585 | loss: 0.0311539 | val_loss: 0.0311745 | Time: 4646.02 ms
[2022-03-02 20:06:04 main:574] : INFO : Epoch 1586 | loss: 0.0311537 | val_loss: 0.0311757 | Time: 4372.22 ms
[2022-03-02 20:06:09 main:574] : INFO : Epoch 1587 | loss: 0.0311532 | val_loss: 0.0311741 | Time: 4647.28 ms
[2022-03-02 20:06:13 main:574] : INFO : Epoch 1588 | loss: 0.0311547 | val_loss: 0.0311727 | Time: 4417.11 ms
[2022-03-02 20:06:18 main:574] : INFO : Epoch 1589 | loss: 0.0311562 | val_loss: 0.0311751 | Time: 4562.08 ms
[2022-03-02 20:06:22 main:574] : INFO : Epoch 1590 | loss: 0.0311549 | val_loss: 0.0311777 | Time: 4407.99 ms
[2022-03-02 20:06:27 main:574] : INFO : Epoch 1591 | loss: 0.0311549 | val_loss: 0.0311725 | Time: 4646.21 ms
[2022-03-02 20:06:32 main:574] : INFO : Epoch 1592 | loss: 0.0311545 | val_loss: 0.0311733 | Time: 4524.21 ms
[2022-03-02 20:06:36 main:574] : INFO : Epoch 1593 | loss: 0.0311546 | val_loss: 0.0311761 | Time: 4401.54 ms
[2022-03-02 20:06:41 main:574] : INFO : Epoch 1594 | loss: 0.0311555 | val_loss: 0.0311819 | Time: 4620.35 ms
[2022-03-02 20:06:45 main:574] : INFO : Epoch 1595 | loss: 0.0311584 | val_loss: 0.0311799 | Time: 4420.24 ms
[2022-03-02 20:06:50 main:574] : INFO : Epoch 1596 | loss: 0.0311594 | val_loss: 0.0311729 | Time: 4622.92 ms
[2022-03-02 20:06:54 main:574] : INFO : Epoch 1597 | loss: 0.0311563 | val_loss: 0.031179 | Time: 4328.63 ms
[2022-03-02 20:06:59 main:574] : INFO : Epoch 1598 | loss: 0.0311587 | val_loss: 0.0311756 | Time: 4670.11 ms
[2022-03-02 20:07:03 main:574] : INFO : Epoch 1599 | loss: 0.0311567 | val_loss: 0.0311747 | Time: 4336.81 ms
[2022-03-02 20:07:08 main:574] : INFO : Epoch 1600 | loss: 0.0311559 | val_loss: 0.0311755 | Time: 4712.83 ms
[2022-03-02 20:07:12 main:574] : INFO : Epoch 1601 | loss: 0.0311559 | val_loss: 0.0311753 | Time: 4404.14 ms
[2022-03-02 20:07:17 main:574] : INFO : Epoch 1602 | loss: 0.0311563 | val_loss: 0.0311732 | Time: 4516.76 ms
[2022-03-02 20:07:21 main:574] : INFO : Epoch 1603 | loss: 0.031159 | val_loss: 0.0311799 | Time: 4676.95 ms
[2022-03-02 20:07:26 main:574] : INFO : Epoch 1604 | loss: 0.0311603 | val_loss: 0.0311731 | Time: 4369.21 ms
[2022-03-02 20:07:30 main:574] : INFO : Epoch 1605 | loss: 0.0311608 | val_loss: 0.0311722 | Time: 4702.08 ms
[2022-03-02 20:07:35 main:574] : INFO : Epoch 1606 | loss: 0.0311588 | val_loss: 0.0311726 | Time: 4366.59 ms
[2022-03-02 20:07:39 main:574] : INFO : Epoch 1607 | loss: 0.0311571 | val_loss: 0.0311721 | Time: 4631.16 ms
[2022-03-02 20:07:44 main:574] : INFO : Epoch 1608 | loss: 0.0311571 | val_loss: 0.0311736 | Time: 4395.66 ms
[2022-03-02 20:07:49 main:574] : INFO : Epoch 1609 | loss: 0.0311572 | val_loss: 0.0311753 | Time: 4627.68 ms
[2022-03-02 20:07:53 main:574] : INFO : Epoch 1610 | loss: 0.0311591 | val_loss: 0.0311726 | Time: 4369.21 ms
[2022-03-02 20:07:58 main:574] : INFO : Epoch 1611 | loss: 0.0311559 | val_loss: 0.0311766 | Time: 4672.85 ms
[2022-03-02 20:08:02 main:574] : INFO : Epoch 1612 | loss: 0.0311566 | val_loss: 0.0311723 | Time: 4523.07 ms
[2022-03-02 20:08:07 main:574] : INFO : Epoch 1613 | loss: 0.0311587 | val_loss: 0.031175 | Time: 4508.49 ms
[2022-03-02 20:08:11 main:574] : INFO : Epoch 1614 | loss: 0.031158 | val_loss: 0.0311753 | Time: 4594.48 ms
[2022-03-02 20:08:16 main:574] : INFO : Epoch 1615 | loss: 0.031157 | val_loss: 0.0311738 | Time: 4348.68 ms
[2022-03-02 20:08:20 main:574] : INFO : Epoch 1616 | loss: 0.0311559 | val_loss: 0.0311779 | Time: 4607.24 ms
[2022-03-02 20:08:35 main:574] : INFO : Epoch 1617 | loss: 0.0311557 | val_loss: 0.0311755 | Time: 14579.3 ms
[2022-03-02 20:08:39 main:574] : INFO : Epoch 1618 | loss: 0.0311556 | val_loss: 0.0311749 | Time: 4499.99 ms
[2022-03-02 20:08:44 main:574] : INFO : Epoch 1619 | loss: 0.0311569 | val_loss: 0.0311775 | Time: 4302.15 ms
[2022-03-02 20:08:48 main:574] : INFO : Epoch 1620 | loss: 0.0311539 | val_loss: 0.0311757 | Time: 4548.48 ms
[2022-03-02 20:08:52 main:574] : INFO : Epoch 1621 | loss: 0.0311544 | val_loss: 0.0311802 | Time: 4331.74 ms
[2022-03-02 20:08:57 main:574] : INFO : Epoch 1622 | loss: 0.0311547 | val_loss: 0.0311773 | Time: 4561.17 ms
[2022-03-02 20:09:02 main:574] : INFO : Epoch 1623 | loss: 0.0311549 | val_loss: 0.0311748 | Time: 4648.79 ms
[2022-03-02 20:09:06 main:574] : INFO : Epoch 1624 | loss: 0.0311598 | val_loss: 0.0311761 | Time: 4486.89 ms
[2022-03-02 20:09:11 main:574] : INFO : Epoch 1625 | loss: 0.0311709 | val_loss: 0.0312568 | Time: 4638.57 ms
[2022-03-02 20:09:15 main:574] : INFO : Epoch 1626 | loss: 0.0358879 | val_loss: 0.0355828 | Time: 4342.84 ms
[2022-03-02 20:09:20 main:574] : INFO : Epoch 1627 | loss: 0.0349288 | val_loss: 0.0320394 | Time: 4632.35 ms
[2022-03-02 20:09:24 main:574] : INFO : Epoch 1628 | loss: 0.0315284 | val_loss: 0.0312685 | Time: 4464.53 ms
[2022-03-02 20:09:29 main:574] : INFO : Epoch 1629 | loss: 0.0312541 | val_loss: 0.0311939 | Time: 4632.22 ms
[2022-03-02 20:09:33 main:574] : INFO : Epoch 1630 | loss: 0.0311916 | val_loss: 0.0311868 | Time: 4384.39 ms
[2022-03-02 20:09:38 main:574] : INFO : Epoch 1631 | loss: 0.0311792 | val_loss: 0.0311785 | Time: 4585.17 ms
[2022-03-02 20:09:42 main:574] : INFO : Epoch 1632 | loss: 0.0311751 | val_loss: 0.0311806 | Time: 4390.1 ms
[2022-03-02 20:09:47 main:574] : INFO : Epoch 1633 | loss: 0.0311743 | val_loss: 0.0311769 | Time: 4590 ms
[2022-03-02 20:09:52 main:574] : INFO : Epoch 1634 | loss: 0.0311723 | val_loss: 0.0311761 | Time: 4577.95 ms
[2022-03-02 20:09:56 main:574] : INFO : Epoch 1635 | loss: 0.0311708 | val_loss: 0.0311751 | Time: 4363.5 ms
[2022-03-02 20:10:01 main:574] : INFO : Epoch 1636 | loss: 0.03117 | val_loss: 0.0311759 | Time: 4669.82 ms
[2022-03-02 20:10:05 main:574] : INFO : Epoch 1637 | loss: 0.0311709 | val_loss: 0.0311733 | Time: 4343 ms
[2022-03-02 20:10:10 main:574] : INFO : Epoch 1638 | loss: 0.0311688 | val_loss: 0.0311726 | Time: 4654.09 ms
[2022-03-02 20:10:14 main:574] : INFO : Epoch 1639 | loss: 0.0311693 | val_loss: 0.0311757 | Time: 4359.3 ms
[2022-03-02 20:10:19 main:574] : INFO : Epoch 1640 | loss: 0.0311688 | val_loss: 0.0311739 | Time: 4611.11 ms
[2022-03-02 20:10:23 main:574] : INFO : Epoch 1641 | loss: 0.0311664 | val_loss: 0.0311732 | Time: 4386.93 ms
[2022-03-02 20:10:28 main:574] : INFO : Epoch 1642 | loss: 0.0311653 | val_loss: 0.0311716 | Time: 4604.34 ms
[2022-03-02 20:10:32 main:574] : INFO : Epoch 1643 | loss: 0.0311654 | val_loss: 0.0311719 | Time: 4504.11 ms
[2022-03-02 20:10:37 main:574] : INFO : Epoch 1644 | loss: 0.0311647 | val_loss: 0.0311737 | Time: 4515.35 ms
[2022-03-02 20:10:41 main:574] : INFO : Epoch 1645 | loss: 0.0311649 | val_loss: 0.0311723 | Time: 4592.24 ms
[2022-03-02 20:10:46 main:574] : INFO : Epoch 1646 | loss: 0.0311641 | val_loss: 0.0311737 | Time: 4331.21 ms
[2022-03-02 20:10:50 main:574] : INFO : Epoch 1647 | loss: 0.0311654 | val_loss: 0.0311724 | Time: 4679.84 ms
[2022-03-02 20:10:55 main:574] : INFO : Epoch 1648 | loss: 0.0311654 | val_loss: 0.0311712 | Time: 4307.03 ms
[2022-03-02 20:10:59 main:574] : INFO : Epoch 1649 | loss: 0.0311651 | val_loss: 0.0311725 | Time: 4589.11 ms
[2022-03-02 20:11:04 main:574] : INFO : Epoch 1650 | loss: 0.0311656 | val_loss: 0.0311735 | Time: 4639.49 ms
[2022-03-02 20:11:08 main:574] : INFO : Epoch 1651 | loss: 0.0311648 | val_loss: 0.0311741 | Time: 4578.16 ms
[2022-03-02 20:11:13 main:574] : INFO : Epoch 1652 | loss: 0.0311641 | val_loss: 0.0311721 | Time: 4328.01 ms
[2022-03-02 20:11:18 main:574] : INFO : Epoch 1653 | loss: 0.0311636 | val_loss: 0.0311713 | Time: 4725.8 ms
[2022-03-02 20:11:22 main:574] : INFO : Epoch 1654 | loss: 0.0311639 | val_loss: 0.031173 | Time: 4499.62 ms
[2022-03-02 20:11:26 main:574] : INFO : Epoch 1655 | loss: 0.031163 | val_loss: 0.0311728 | Time: 4436.55 ms
[2022-03-02 20:11:31 main:574] : INFO : Epoch 1656 | loss: 0.0311621 | val_loss: 0.0311723 | Time: 4728.89 ms
[2022-03-02 20:11:36 main:574] : INFO : Epoch 1657 | loss: 0.0311627 | val_loss: 0.0311729 | Time: 4376.79 ms
[2022-03-02 20:11:40 main:574] : INFO : Epoch 1658 | loss: 0.0311618 | val_loss: 0.0311706 | Time: 4628.03 ms
[2022-03-02 20:11:45 main:574] : INFO : Epoch 1659 | loss: 0.031164 | val_loss: 0.0311723 | Time: 4331.77 ms
[2022-03-02 20:11:49 main:574] : INFO : Epoch 1660 | loss: 0.0311647 | val_loss: 0.0311705 | Time: 4685.87 ms
[2022-03-02 20:11:53 main:574] : INFO : Epoch 1661 | loss: 0.031164 | val_loss: 0.0311719 | Time: 4233.06 ms
[2022-03-02 20:11:58 main:574] : INFO : Epoch 1662 | loss: 0.0311642 | val_loss: 0.0311716 | Time: 4536.35 ms
[2022-03-02 20:12:02 main:574] : INFO : Epoch 1663 | loss: 0.0311641 | val_loss: 0.0311737 | Time: 4460.83 ms
[2022-03-02 20:12:07 main:574] : INFO : Epoch 1664 | loss: 0.0311628 | val_loss: 0.0311731 | Time: 4538.54 ms
[2022-03-02 20:12:12 main:574] : INFO : Epoch 1665 | loss: 0.0311621 | val_loss: 0.0311729 | Time: 4616.36 ms
[2022-03-02 20:12:16 main:574] : INFO : Epoch 1666 | loss: 0.0311615 | val_loss: 0.0311734 | Time: 4336.24 ms
[2022-03-02 20:12:21 main:574] : INFO : Epoch 1667 | loss: 0.0311618 | val_loss: 0.0311717 | Time: 4601.26 ms
[2022-03-02 20:12:25 main:574] : INFO : Epoch 1668 | loss: 0.0311619 | val_loss: 0.0311709 | Time: 4333.98 ms
[2022-03-02 20:12:30 main:574] : INFO : Epoch 1669 | loss: 0.0311629 | val_loss: 0.0311753 | Time: 4607.74 ms
[2022-03-02 20:12:34 main:574] : INFO : Epoch 1670 | loss: 0.0311647 | val_loss: 0.0311767 | Time: 4353.55 ms
[2022-03-02 20:12:39 main:574] : INFO : Epoch 1671 | loss: 0.0311639 | val_loss: 0.0311723 | Time: 4677.96 ms
[2022-03-02 20:12:43 main:574] : INFO : Epoch 1672 | loss: 0.0311642 | val_loss: 0.0311734 | Time: 4238.3 ms
[2022-03-02 20:12:47 main:574] : INFO : Epoch 1673 | loss: 0.0311631 | val_loss: 0.0311724 | Time: 4609.38 ms
[2022-03-02 20:12:52 main:574] : INFO : Epoch 1674 | loss: 0.0311634 | val_loss: 0.0311731 | Time: 4568.72 ms
[2022-03-02 20:12:56 main:574] : INFO : Epoch 1675 | loss: 0.0311641 | val_loss: 0.0311739 | Time: 4358.53 ms
[2022-03-02 20:13:01 main:574] : INFO : Epoch 1676 | loss: 0.0311624 | val_loss: 0.0311742 | Time: 4600.93 ms
[2022-03-02 20:13:05 main:574] : INFO : Epoch 1677 | loss: 0.0311621 | val_loss: 0.0311728 | Time: 4274.62 ms
[2022-03-02 20:13:10 main:574] : INFO : Epoch 1678 | loss: 0.0311614 | val_loss: 0.0311745 | Time: 4659.47 ms
[2022-03-02 20:13:14 main:574] : INFO : Epoch 1679 | loss: 0.0311613 | val_loss: 0.0311749 | Time: 4336.68 ms
[2022-03-02 20:13:19 main:574] : INFO : Epoch 1680 | loss: 0.0311615 | val_loss: 0.0311747 | Time: 4645.91 ms
[2022-03-02 20:13:24 main:574] : INFO : Epoch 1681 | loss: 0.0311611 | val_loss: 0.0311719 | Time: 4536.2 ms
[2022-03-02 20:13:29 main:574] : INFO : Epoch 1682 | loss: 0.0311606 | val_loss: 0.0311738 | Time: 5163.16 ms
[2022-03-02 20:13:33 main:574] : INFO : Epoch 1683 | loss: 0.0311606 | val_loss: 0.0311727 | Time: 4442.12 ms
[2022-03-02 20:13:38 main:574] : INFO : Epoch 1684 | loss: 0.0311594 | val_loss: 0.0311728 | Time: 4758.44 ms
[2022-03-02 20:13:42 main:574] : INFO : Epoch 1685 | loss: 0.0311597 | val_loss: 0.0311748 | Time: 4504.69 ms
[2022-03-02 20:13:47 main:574] : INFO : Epoch 1686 | loss: 0.0311597 | val_loss: 0.0311748 | Time: 4531.72 ms
[2022-03-02 20:13:52 main:574] : INFO : Epoch 1687 | loss: 0.0311606 | val_loss: 0.0311754 | Time: 4652.49 ms
[2022-03-02 20:13:56 main:574] : INFO : Epoch 1688 | loss: 0.0311592 | val_loss: 0.0311746 | Time: 4405.29 ms
[2022-03-02 20:14:01 main:574] : INFO : Epoch 1689 | loss: 0.0311593 | val_loss: 0.0311731 | Time: 4620.2 ms
[2022-03-02 20:14:05 main:574] : INFO : Epoch 1690 | loss: 0.0311584 | val_loss: 0.0311795 | Time: 4375.03 ms
[2022-03-02 20:14:10 main:574] : INFO : Epoch 1691 | loss: 0.0311594 | val_loss: 0.0311745 | Time: 4585.62 ms
[2022-03-02 20:14:14 main:574] : INFO : Epoch 1692 | loss: 0.0311606 | val_loss: 0.0311728 | Time: 4331.88 ms
[2022-03-02 20:14:19 main:574] : INFO : Epoch 1693 | loss: 0.0311623 | val_loss: 0.0311732 | Time: 4622.33 ms
[2022-03-02 20:14:23 main:574] : INFO : Epoch 1694 | loss: 0.0311621 | val_loss: 0.0311732 | Time: 4271.95 ms
[2022-03-02 20:14:28 main:574] : INFO : Epoch 1695 | loss: 0.031162 | val_loss: 0.0311722 | Time: 4573.66 ms
[2022-03-02 20:14:32 main:574] : INFO : Epoch 1696 | loss: 0.0311615 | val_loss: 0.0311731 | Time: 4590.99 ms
[2022-03-02 20:14:36 main:574] : INFO : Epoch 1697 | loss: 0.0311611 | val_loss: 0.0311734 | Time: 4270.8 ms
[2022-03-02 20:14:41 main:574] : INFO : Epoch 1698 | loss: 0.0311612 | val_loss: 0.0311751 | Time: 4634.75 ms
[2022-03-02 20:14:45 main:574] : INFO : Epoch 1699 | loss: 0.0311628 | val_loss: 0.0311793 | Time: 4465.28 ms
[2022-03-02 20:14:50 main:574] : INFO : Epoch 1700 | loss: 0.0311667 | val_loss: 0.0311789 | Time: 4641.53 ms
[2022-03-02 20:14:54 main:574] : INFO : Epoch 1701 | loss: 0.0311648 | val_loss: 0.0311761 | Time: 4252.26 ms
[2022-03-02 20:14:59 main:574] : INFO : Epoch 1702 | loss: 0.0311658 | val_loss: 0.0311777 | Time: 4552.14 ms
[2022-03-02 20:15:03 main:574] : INFO : Epoch 1703 | loss: 0.031167 | val_loss: 0.0311769 | Time: 4299.12 ms
[2022-03-02 20:15:08 main:574] : INFO : Epoch 1704 | loss: 0.0311671 | val_loss: 0.0311733 | Time: 4592.32 ms
[2022-03-02 20:15:12 main:574] : INFO : Epoch 1705 | loss: 0.0311653 | val_loss: 0.0311743 | Time: 4481.24 ms
[2022-03-02 20:15:17 main:574] : INFO : Epoch 1706 | loss: 0.0311655 | val_loss: 0.0311742 | Time: 4304.7 ms
[2022-03-02 20:15:21 main:574] : INFO : Epoch 1707 | loss: 0.0311655 | val_loss: 0.0311776 | Time: 4565.1 ms
[2022-03-02 20:15:26 main:574] : INFO : Epoch 1708 | loss: 0.0311652 | val_loss: 0.0311783 | Time: 4330.37 ms
[2022-03-02 20:15:30 main:574] : INFO : Epoch 1709 | loss: 0.0311631 | val_loss: 0.0311719 | Time: 4586.74 ms
[2022-03-02 20:15:35 main:574] : INFO : Epoch 1710 | loss: 0.0311621 | val_loss: 0.0311728 | Time: 4371.16 ms
[2022-03-02 20:15:39 main:574] : INFO : Epoch 1711 | loss: 0.0311623 | val_loss: 0.031173 | Time: 4598.09 ms
[2022-03-02 20:15:43 main:574] : INFO : Epoch 1712 | loss: 0.0311624 | val_loss: 0.031173 | Time: 4297.02 ms
[2022-03-02 20:15:48 main:574] : INFO : Epoch 1713 | loss: 0.0311615 | val_loss: 0.0311721 | Time: 4569.69 ms
[2022-03-02 20:15:53 main:574] : INFO : Epoch 1714 | loss: 0.0311615 | val_loss: 0.0311718 | Time: 4460.02 ms
[2022-03-02 20:15:57 main:574] : INFO : Epoch 1715 | loss: 0.0311608 | val_loss: 0.0311726 | Time: 4415.6 ms
[2022-03-02 20:16:02 main:574] : INFO : Epoch 1716 | loss: 0.0311604 | val_loss: 0.0311732 | Time: 4601.6 ms
[2022-03-02 20:16:06 main:574] : INFO : Epoch 1717 | loss: 0.0311604 | val_loss: 0.0311735 | Time: 4463.87 ms
[2022-03-02 20:16:11 main:574] : INFO : Epoch 1718 | loss: 0.0311595 | val_loss: 0.0311728 | Time: 4871.15 ms
[2022-03-02 20:16:15 main:574] : INFO : Epoch 1719 | loss: 0.0311596 | val_loss: 0.0311732 | Time: 4340.92 ms
[2022-03-02 20:16:20 main:574] : INFO : Epoch 1720 | loss: 0.0311596 | val_loss: 0.031176 | Time: 4667.88 ms
[2022-03-02 20:16:24 main:574] : INFO : Epoch 1721 | loss: 0.031161 | val_loss: 0.0311753 | Time: 4444.15 ms
[2022-03-02 20:16:29 main:574] : INFO : Epoch 1722 | loss: 0.0311617 | val_loss: 0.0311751 | Time: 4631.64 ms
[2022-03-02 20:16:33 main:574] : INFO : Epoch 1723 | loss: 0.0311608 | val_loss: 0.0311768 | Time: 4364.05 ms
[2022-03-02 20:16:38 main:574] : INFO : Epoch 1724 | loss: 0.0311609 | val_loss: 0.0311749 | Time: 4680.98 ms
[2022-03-02 20:16:43 main:574] : INFO : Epoch 1725 | loss: 0.0311609 | val_loss: 0.0311762 | Time: 4490.97 ms
[2022-03-02 20:16:47 main:574] : INFO : Epoch 1726 | loss: 0.0311597 | val_loss: 0.0311737 | Time: 4535.95 ms
[2022-03-02 20:16:52 main:574] : INFO : Epoch 1727 | loss: 0.0311595 | val_loss: 0.0311748 | Time: 4596.09 ms
[2022-03-02 20:16:56 main:574] : INFO : Epoch 1728 | loss: 0.0311595 | val_loss: 0.0311773 | Time: 4451.65 ms
[2022-03-02 20:17:01 main:574] : INFO : Epoch 1729 | loss: 0.0311595 | val_loss: 0.0311751 | Time: 4734 ms
[2022-03-02 20:17:05 main:574] : INFO : Epoch 1730 | loss: 0.031158 | val_loss: 0.0311735 | Time: 4430.86 ms
[2022-03-02 20:17:10 main:574] : INFO : Epoch 1731 | loss: 0.0311577 | val_loss: 0.0311753 | Time: 4630.07 ms
[2022-03-02 20:17:14 main:574] : INFO : Epoch 1732 | loss: 0.0311601 | val_loss: 0.0311751 | Time: 4293.07 ms
[2022-03-02 20:17:19 main:574] : INFO : Epoch 1733 | loss: 0.0311609 | val_loss: 0.0311766 | Time: 4635.97 ms
[2022-03-02 20:17:23 main:574] : INFO : Epoch 1734 | loss: 0.0311599 | val_loss: 0.0311738 | Time: 4320.76 ms
[2022-03-02 20:17:28 main:574] : INFO : Epoch 1735 | loss: 0.031159 | val_loss: 0.031174 | Time: 4620.2 ms
[2022-03-02 20:17:33 main:574] : INFO : Epoch 1736 | loss: 0.0311588 | val_loss: 0.0311729 | Time: 4531.41 ms
[2022-03-02 20:17:37 main:574] : INFO : Epoch 1737 | loss: 0.0311596 | val_loss: 0.0311714 | Time: 4473.14 ms
[2022-03-02 20:17:42 main:574] : INFO : Epoch 1738 | loss: 0.0311593 | val_loss: 0.0311738 | Time: 4591.95 ms
[2022-03-02 20:17:46 main:574] : INFO : Epoch 1739 | loss: 0.0311583 | val_loss: 0.0311734 | Time: 4340.98 ms
[2022-03-02 20:17:51 main:574] : INFO : Epoch 1740 | loss: 0.0311604 | val_loss: 0.0311781 | Time: 4601.06 ms
[2022-03-02 20:17:55 main:574] : INFO : Epoch 1741 | loss: 0.0311603 | val_loss: 0.0311738 | Time: 4400.29 ms
[2022-03-02 20:18:00 main:574] : INFO : Epoch 1742 | loss: 0.0311586 | val_loss: 0.0311748 | Time: 4634.94 ms
[2022-03-02 20:18:04 main:574] : INFO : Epoch 1743 | loss: 0.0311586 | val_loss: 0.0311752 | Time: 4325.89 ms
[2022-03-02 20:18:09 main:574] : INFO : Epoch 1744 | loss: 0.0311579 | val_loss: 0.0311738 | Time: 4570.65 ms
[2022-03-02 20:18:13 main:574] : INFO : Epoch 1745 | loss: 0.0311579 | val_loss: 0.0311752 | Time: 4479.76 ms
[2022-03-02 20:18:18 main:574] : INFO : Epoch 1746 | loss: 0.0311577 | val_loss: 0.031175 | Time: 4583.31 ms
[2022-03-02 20:18:22 main:574] : INFO : Epoch 1747 | loss: 0.0311571 | val_loss: 0.0311779 | Time: 4659.17 ms
[2022-03-02 20:18:27 main:574] : INFO : Epoch 1748 | loss: 0.031158 | val_loss: 0.0311761 | Time: 4384.68 ms
[2022-03-02 20:18:41 main:574] : INFO : Epoch 1749 | loss: 0.0311578 | val_loss: 0.0311758 | Time: 14662.4 ms
[2022-03-02 20:18:46 main:574] : INFO : Epoch 1750 | loss: 0.0311566 | val_loss: 0.031175 | Time: 4249.32 ms
[2022-03-02 20:18:50 main:574] : INFO : Epoch 1751 | loss: 0.0311573 | val_loss: 0.0311738 | Time: 4614.73 ms
[2022-03-02 20:18:55 main:574] : INFO : Epoch 1752 | loss: 0.0311626 | val_loss: 0.0311717 | Time: 4334.58 ms
[2022-03-02 20:18:59 main:574] : INFO : Epoch 1753 | loss: 0.031162 | val_loss: 0.0311725 | Time: 4517.51 ms
[2022-03-02 20:19:04 main:574] : INFO : Epoch 1754 | loss: 0.0311622 | val_loss: 0.0311712 | Time: 4441.81 ms
[2022-03-02 20:19:08 main:574] : INFO : Epoch 1755 | loss: 0.0311622 | val_loss: 0.03117 | Time: 4644.25 ms
[2022-03-02 20:19:13 main:574] : INFO : Epoch 1756 | loss: 0.0311614 | val_loss: 0.0311719 | Time: 4546.01 ms
[2022-03-02 20:19:17 main:574] : INFO : Epoch 1757 | loss: 0.0311632 | val_loss: 0.031171 | Time: 4379.35 ms
[2022-03-02 20:19:22 main:574] : INFO : Epoch 1758 | loss: 0.0311606 | val_loss: 0.0311711 | Time: 4609.7 ms
[2022-03-02 20:19:26 main:574] : INFO : Epoch 1759 | loss: 0.0311589 | val_loss: 0.031171 | Time: 4224.76 ms
[2022-03-02 20:19:31 main:574] : INFO : Epoch 1760 | loss: 0.0311591 | val_loss: 0.0311715 | Time: 4568.62 ms
[2022-03-02 20:19:35 main:574] : INFO : Epoch 1761 | loss: 0.0311598 | val_loss: 0.0311732 | Time: 4284.24 ms
[2022-03-02 20:19:40 main:574] : INFO : Epoch 1762 | loss: 0.0311601 | val_loss: 0.0311698 | Time: 4594.43 ms
[2022-03-02 20:19:44 main:574] : INFO : Epoch 1763 | loss: 0.0311582 | val_loss: 0.0311691 | Time: 4417.4 ms
[2022-03-02 20:19:49 main:574] : INFO : Epoch 1764 | loss: 0.0311592 | val_loss: 0.0311693 | Time: 4583.96 ms
[2022-03-02 20:19:53 main:574] : INFO : Epoch 1765 | loss: 0.0311596 | val_loss: 0.0311738 | Time: 4534.48 ms
[2022-03-02 20:19:58 main:574] : INFO : Epoch 1766 | loss: 0.0311598 | val_loss: 0.0311723 | Time: 4590.28 ms
[2022-03-02 20:20:02 main:574] : INFO : Epoch 1767 | loss: 0.0311605 | val_loss: 0.0311692 | Time: 4721.93 ms
[2022-03-02 20:20:07 main:574] : INFO : Epoch 1768 | loss: 0.0311578 | val_loss: 0.0311675 | Time: 4312.52 ms
[2022-03-02 20:20:11 main:574] : INFO : Epoch 1769 | loss: 0.0311581 | val_loss: 0.0311699 | Time: 4566.26 ms
[2022-03-02 20:20:16 main:574] : INFO : Epoch 1770 | loss: 0.0311584 | val_loss: 0.0311681 | Time: 4372.45 ms
[2022-03-02 20:20:20 main:574] : INFO : Epoch 1771 | loss: 0.0311585 | val_loss: 0.0311725 | Time: 4600.36 ms
[2022-03-02 20:20:25 main:574] : INFO : Epoch 1772 | loss: 0.0311577 | val_loss: 0.0311719 | Time: 4376.79 ms
[2022-03-02 20:20:29 main:574] : INFO : Epoch 1773 | loss: 0.0311586 | val_loss: 0.0311706 | Time: 4631.44 ms
[2022-03-02 20:20:34 main:574] : INFO : Epoch 1774 | loss: 0.0311611 | val_loss: 0.0311744 | Time: 4329.13 ms
[2022-03-02 20:20:38 main:574] : INFO : Epoch 1775 | loss: 0.0311641 | val_loss: 0.0311732 | Time: 4707.98 ms
[2022-03-02 20:20:43 main:574] : INFO : Epoch 1776 | loss: 0.0311635 | val_loss: 0.0311711 | Time: 4546.56 ms
[2022-03-02 20:20:47 main:574] : INFO : Epoch 1777 | loss: 0.031162 | val_loss: 0.0311704 | Time: 4469.9 ms
[2022-03-02 20:20:52 main:574] : INFO : Epoch 1778 | loss: 0.0311614 | val_loss: 0.0311714 | Time: 4699.58 ms
[2022-03-02 20:20:57 main:574] : INFO : Epoch 1779 | loss: 0.0311601 | val_loss: 0.0311692 | Time: 4339.27 ms
[2022-03-02 20:21:01 main:574] : INFO : Epoch 1780 | loss: 0.031159 | val_loss: 0.031168 | Time: 4630.75 ms
[2022-03-02 20:21:05 main:574] : INFO : Epoch 1781 | loss: 0.0311589 | val_loss: 0.0311717 | Time: 4325.45 ms
[2022-03-02 20:21:10 main:574] : INFO : Epoch 1782 | loss: 0.0311655 | val_loss: 0.03117 | Time: 4622.75 ms
[2022-03-02 20:21:15 main:574] : INFO : Epoch 1783 | loss: 0.0311651 | val_loss: 0.031171 | Time: 4387.45 ms
[2022-03-02 20:21:19 main:574] : INFO : Epoch 1784 | loss: 0.0311639 | val_loss: 0.0311715 | Time: 4628.93 ms
[2022-03-02 20:21:24 main:574] : INFO : Epoch 1785 | loss: 0.0311634 | val_loss: 0.0311722 | Time: 4373.51 ms
[2022-03-02 20:21:28 main:574] : INFO : Epoch 1786 | loss: 0.0311628 | val_loss: 0.0311726 | Time: 4646.12 ms
[2022-03-02 20:21:33 main:574] : INFO : Epoch 1787 | loss: 0.0311627 | val_loss: 0.031172 | Time: 4574.16 ms
[2022-03-02 20:21:37 main:574] : INFO : Epoch 1788 | loss: 0.0311615 | val_loss: 0.0311728 | Time: 4524.1 ms
[2022-03-02 20:21:42 main:574] : INFO : Epoch 1789 | loss: 0.0311615 | val_loss: 0.0311737 | Time: 4583.03 ms
[2022-03-02 20:21:46 main:574] : INFO : Epoch 1790 | loss: 0.0311643 | val_loss: 0.0311751 | Time: 4426.03 ms
[2022-03-02 20:21:51 main:574] : INFO : Epoch 1791 | loss: 0.0311653 | val_loss: 0.0311724 | Time: 4622.09 ms
[2022-03-02 20:21:55 main:574] : INFO : Epoch 1792 | loss: 0.0311656 | val_loss: 0.0311757 | Time: 4336.65 ms
[2022-03-02 20:22:00 main:574] : INFO : Epoch 1793 | loss: 0.0311658 | val_loss: 0.031174 | Time: 4650.74 ms
[2022-03-02 20:22:04 main:574] : INFO : Epoch 1794 | loss: 0.0311655 | val_loss: 0.0311714 | Time: 4407.2 ms
[2022-03-02 20:22:09 main:574] : INFO : Epoch 1795 | loss: 0.0311653 | val_loss: 0.0311762 | Time: 4596.7 ms
[2022-03-02 20:22:14 main:574] : INFO : Epoch 1796 | loss: 0.0311669 | val_loss: 0.0311742 | Time: 4465.47 ms
[2022-03-02 20:22:18 main:574] : INFO : Epoch 1797 | loss: 0.0311664 | val_loss: 0.0311735 | Time: 4567.69 ms
[2022-03-02 20:22:23 main:574] : INFO : Epoch 1798 | loss: 0.031166 | val_loss: 0.0311734 | Time: 4653.51 ms
[2022-03-02 20:22:27 main:574] : INFO : Epoch 1799 | loss: 0.0311643 | val_loss: 0.0311719 | Time: 4385.19 ms
[2022-03-02 20:22:32 main:574] : INFO : Epoch 1800 | loss: 0.0311635 | val_loss: 0.0311732 | Time: 4620.29 ms
[2022-03-02 20:22:36 main:574] : INFO : Epoch 1801 | loss: 0.0311633 | val_loss: 0.0311741 | Time: 4297.72 ms
[2022-03-02 20:22:41 main:574] : INFO : Epoch 1802 | loss: 0.0311636 | val_loss: 0.0311777 | Time: 4589.21 ms
[2022-03-02 20:22:45 main:574] : INFO : Epoch 1803 | loss: 0.0311625 | val_loss: 0.031175 | Time: 4381.37 ms
[2022-03-02 20:22:50 main:574] : INFO : Epoch 1804 | loss: 0.0311621 | val_loss: 0.0311764 | Time: 4593.95 ms
[2022-03-02 20:22:54 main:574] : INFO : Epoch 1805 | loss: 0.0311655 | val_loss: 0.0311759 | Time: 4302.1 ms
[2022-03-02 20:22:59 main:574] : INFO : Epoch 1806 | loss: 0.0311661 | val_loss: 0.0311745 | Time: 4626.77 ms
[2022-03-02 20:23:03 main:574] : INFO : Epoch 1807 | loss: 0.0311642 | val_loss: 0.031175 | Time: 4501.17 ms
[2022-03-02 20:23:08 main:574] : INFO : Epoch 1808 | loss: 0.0311638 | val_loss: 0.0311738 | Time: 4450.86 ms
[2022-03-02 20:23:12 main:574] : INFO : Epoch 1809 | loss: 0.031162 | val_loss: 0.0311731 | Time: 4649.09 ms
[2022-03-02 20:23:17 main:574] : INFO : Epoch 1810 | loss: 0.0311632 | val_loss: 0.031176 | Time: 4354.11 ms
[2022-03-02 20:23:21 main:574] : INFO : Epoch 1811 | loss: 0.0311637 | val_loss: 0.0311729 | Time: 4601.4 ms
[2022-03-02 20:23:26 main:574] : INFO : Epoch 1812 | loss: 0.0311629 | val_loss: 0.0311738 | Time: 4414.99 ms
[2022-03-02 20:23:30 main:574] : INFO : Epoch 1813 | loss: 0.0311624 | val_loss: 0.0311738 | Time: 4573.73 ms
[2022-03-02 20:23:35 main:574] : INFO : Epoch 1814 | loss: 0.0311617 | val_loss: 0.0311742 | Time: 4332.66 ms
[2022-03-02 20:23:39 main:574] : INFO : Epoch 1815 | loss: 0.0311621 | val_loss: 0.0311722 | Time: 4723.16 ms
[2022-03-02 20:23:44 main:574] : INFO : Epoch 1816 | loss: 0.0311606 | val_loss: 0.0311745 | Time: 4404.63 ms
[2022-03-02 20:23:48 main:574] : INFO : Epoch 1817 | loss: 0.0311631 | val_loss: 0.0311735 | Time: 4673.06 ms
[2022-03-02 20:23:53 main:574] : INFO : Epoch 1818 | loss: 0.0311617 | val_loss: 0.0311742 | Time: 4576.33 ms
[2022-03-02 20:23:57 main:574] : INFO : Epoch 1819 | loss: 0.0311607 | val_loss: 0.0311743 | Time: 4450.3 ms
[2022-03-02 20:24:02 main:574] : INFO : Epoch 1820 | loss: 0.0311611 | val_loss: 0.0311772 | Time: 4624.93 ms
[2022-03-02 20:24:06 main:574] : INFO : Epoch 1821 | loss: 0.03116 | val_loss: 0.0311727 | Time: 4361.55 ms
[2022-03-02 20:24:11 main:574] : INFO : Epoch 1822 | loss: 0.0311608 | val_loss: 0.0311728 | Time: 4636.69 ms
[2022-03-02 20:24:15 main:574] : INFO : Epoch 1823 | loss: 0.0311611 | val_loss: 0.0311722 | Time: 4346.93 ms
[2022-03-02 20:24:20 main:574] : INFO : Epoch 1824 | loss: 0.0311604 | val_loss: 0.0311758 | Time: 4586.84 ms
[2022-03-02 20:24:24 main:574] : INFO : Epoch 1825 | loss: 0.0311649 | val_loss: 0.0311766 | Time: 4348.11 ms
[2022-03-02 20:24:29 main:574] : INFO : Epoch 1826 | loss: 0.0311621 | val_loss: 0.0311788 | Time: 4621.17 ms
[2022-03-02 20:24:34 main:574] : INFO : Epoch 1827 | loss: 0.0311613 | val_loss: 0.0311756 | Time: 4435.87 ms
[2022-03-02 20:24:38 main:574] : INFO : Epoch 1828 | loss: 0.0311629 | val_loss: 0.0311762 | Time: 4475.62 ms
[2022-03-02 20:24:43 main:574] : INFO : Epoch 1829 | loss: 0.0311692 | val_loss: 0.0311781 | Time: 4618.8 ms
[2022-03-02 20:24:47 main:574] : INFO : Epoch 1830 | loss: 0.03117 | val_loss: 0.0311754 | Time: 4387.48 ms
[2022-03-02 20:24:52 main:574] : INFO : Epoch 1831 | loss: 0.0311691 | val_loss: 0.0311735 | Time: 4612.13 ms
[2022-03-02 20:24:56 main:574] : INFO : Epoch 1832 | loss: 0.0311683 | val_loss: 0.0311809 | Time: 4334.56 ms
[2022-03-02 20:25:01 main:574] : INFO : Epoch 1833 | loss: 0.0311706 | val_loss: 0.0311775 | Time: 4635.38 ms
[2022-03-02 20:25:05 main:574] : INFO : Epoch 1834 | loss: 0.0311679 | val_loss: 0.0311789 | Time: 4385.8 ms
[2022-03-02 20:25:10 main:574] : INFO : Epoch 1835 | loss: 0.031168 | val_loss: 0.031177 | Time: 4566.33 ms
[2022-03-02 20:25:14 main:574] : INFO : Epoch 1836 | loss: 0.0311673 | val_loss: 0.031177 | Time: 4398.92 ms
[2022-03-02 20:25:19 main:574] : INFO : Epoch 1837 | loss: 0.0311655 | val_loss: 0.0311773 | Time: 4652.12 ms
[2022-03-02 20:25:23 main:574] : INFO : Epoch 1838 | loss: 0.0311661 | val_loss: 0.0311736 | Time: 4520.43 ms
[2022-03-02 20:25:28 main:574] : INFO : Epoch 1839 | loss: 0.0311663 | val_loss: 0.0311749 | Time: 4419.35 ms
[2022-03-02 20:25:32 main:574] : INFO : Epoch 1840 | loss: 0.0311648 | val_loss: 0.0311758 | Time: 4628.19 ms
[2022-03-02 20:25:37 main:574] : INFO : Epoch 1841 | loss: 0.0311642 | val_loss: 0.0311754 | Time: 4334.98 ms
[2022-03-02 20:25:41 main:574] : INFO : Epoch 1842 | loss: 0.0311643 | val_loss: 0.0311758 | Time: 4626.34 ms
[2022-03-02 20:25:46 main:574] : INFO : Epoch 1843 | loss: 0.0311651 | val_loss: 0.0311766 | Time: 4278.17 ms
[2022-03-02 20:25:50 main:574] : INFO : Epoch 1844 | loss: 0.0311651 | val_loss: 0.0311753 | Time: 4679.95 ms
[2022-03-02 20:25:55 main:574] : INFO : Epoch 1845 | loss: 0.0311631 | val_loss: 0.0311737 | Time: 4345.78 ms
[2022-03-02 20:25:59 main:574] : INFO : Epoch 1846 | loss: 0.0311631 | val_loss: 0.0311749 | Time: 4653.16 ms
[2022-03-02 20:26:04 main:574] : INFO : Epoch 1847 | loss: 0.0311632 | val_loss: 0.0311763 | Time: 4396.77 ms
[2022-03-02 20:26:08 main:574] : INFO : Epoch 1848 | loss: 0.0311628 | val_loss: 0.0311748 | Time: 4469.72 ms
[2022-03-02 20:26:13 main:574] : INFO : Epoch 1849 | loss: 0.0311639 | val_loss: 0.0311759 | Time: 4616.61 ms
[2022-03-02 20:26:17 main:574] : INFO : Epoch 1850 | loss: 0.0311637 | val_loss: 0.0311769 | Time: 4379.95 ms
[2022-03-02 20:26:22 main:574] : INFO : Epoch 1851 | loss: 0.0311661 | val_loss: 0.0311761 | Time: 4593.56 ms
[2022-03-02 20:26:26 main:574] : INFO : Epoch 1852 | loss: 0.0311648 | val_loss: 0.0311796 | Time: 4334.6 ms
[2022-03-02 20:26:31 main:574] : INFO : Epoch 1853 | loss: 0.0311649 | val_loss: 0.0311798 | Time: 4571.17 ms
[2022-03-02 20:26:35 main:574] : INFO : Epoch 1854 | loss: 0.0311664 | val_loss: 0.0311781 | Time: 4272.33 ms
[2022-03-02 20:26:39 main:574] : INFO : Epoch 1855 | loss: 0.0311681 | val_loss: 0.0311799 | Time: 4579.78 ms
[2022-03-02 20:26:44 main:574] : INFO : Epoch 1856 | loss: 0.0311678 | val_loss: 0.0311786 | Time: 4391.62 ms
[2022-03-02 20:26:48 main:574] : INFO : Epoch 1857 | loss: 0.0311676 | val_loss: 0.031179 | Time: 4575.27 ms
[2022-03-02 20:26:53 main:574] : INFO : Epoch 1858 | loss: 0.0311648 | val_loss: 0.0311774 | Time: 4639.42 ms
[2022-03-02 20:26:58 main:574] : INFO : Epoch 1859 | loss: 0.0311667 | val_loss: 0.0311782 | Time: 4446.03 ms
[2022-03-02 20:27:02 main:574] : INFO : Epoch 1860 | loss: 0.0311682 | val_loss: 0.0311773 | Time: 4609.26 ms
[2022-03-02 20:27:06 main:574] : INFO : Epoch 1861 | loss: 0.031168 | val_loss: 0.0311781 | Time: 4288.89 ms
[2022-03-02 20:27:11 main:574] : INFO : Epoch 1862 | loss: 0.0311663 | val_loss: 0.0311774 | Time: 4668.02 ms
[2022-03-02 20:27:15 main:574] : INFO : Epoch 1863 | loss: 0.0311666 | val_loss: 0.0311781 | Time: 4301.9 ms
[2022-03-02 20:27:20 main:574] : INFO : Epoch 1864 | loss: 0.0311661 | val_loss: 0.0311772 | Time: 4650.71 ms
[2022-03-02 20:27:24 main:574] : INFO : Epoch 1865 | loss: 0.031165 | val_loss: 0.0311791 | Time: 4309.5 ms
[2022-03-02 20:27:29 main:574] : INFO : Epoch 1866 | loss: 0.0311671 | val_loss: 0.0311813 | Time: 4713.2 ms
[2022-03-02 20:27:34 main:574] : INFO : Epoch 1867 | loss: 0.0311676 | val_loss: 0.0311821 | Time: 4391.66 ms
[2022-03-02 20:27:38 main:574] : INFO : Epoch 1868 | loss: 0.0311732 | val_loss: 0.0311834 | Time: 4525.13 ms
[2022-03-02 20:27:43 main:574] : INFO : Epoch 1869 | loss: 0.0311729 | val_loss: 0.0311769 | Time: 4609.21 ms
[2022-03-02 20:27:47 main:574] : INFO : Epoch 1870 | loss: 0.0311692 | val_loss: 0.0311808 | Time: 4497.42 ms
[2022-03-02 20:27:52 main:574] : INFO : Epoch 1871 | loss: 0.0311699 | val_loss: 0.0311753 | Time: 4596.84 ms
[2022-03-02 20:27:56 main:574] : INFO : Epoch 1872 | loss: 0.0311706 | val_loss: 0.0311773 | Time: 4403.82 ms
[2022-03-02 20:28:01 main:574] : INFO : Epoch 1873 | loss: 0.0311702 | val_loss: 0.0311751 | Time: 4628.97 ms
[2022-03-02 20:28:05 main:574] : INFO : Epoch 1874 | loss: 0.0311681 | val_loss: 0.0311737 | Time: 4378.03 ms
[2022-03-02 20:28:10 main:574] : INFO : Epoch 1875 | loss: 0.0311686 | val_loss: 0.0311735 | Time: 4575.01 ms
[2022-03-02 20:28:14 main:574] : INFO : Epoch 1876 | loss: 0.0311692 | val_loss: 0.0311729 | Time: 4297.34 ms
[2022-03-02 20:28:19 main:574] : INFO : Epoch 1877 | loss: 0.031168 | val_loss: 0.031174 | Time: 4667.33 ms
[2022-03-02 20:28:23 main:574] : INFO : Epoch 1878 | loss: 0.031167 | val_loss: 0.0311724 | Time: 4611.77 ms
[2022-03-02 20:28:38 main:574] : INFO : Epoch 1879 | loss: 0.0311661 | val_loss: 0.0311752 | Time: 14630.3 ms
[2022-03-02 20:28:43 main:574] : INFO : Epoch 1880 | loss: 0.031168 | val_loss: 0.0311739 | Time: 4573.55 ms
[2022-03-02 20:28:47 main:574] : INFO : Epoch 1881 | loss: 0.0311673 | val_loss: 0.0311723 | Time: 4243.21 ms
[2022-03-02 20:28:52 main:574] : INFO : Epoch 1882 | loss: 0.0311664 | val_loss: 0.0311745 | Time: 4594.76 ms
[2022-03-02 20:28:56 main:574] : INFO : Epoch 1883 | loss: 0.0311653 | val_loss: 0.0311741 | Time: 4369.43 ms
[2022-03-02 20:29:01 main:574] : INFO : Epoch 1884 | loss: 0.0311647 | val_loss: 0.0311733 | Time: 4571.1 ms
[2022-03-02 20:29:05 main:574] : INFO : Epoch 1885 | loss: 0.0311636 | val_loss: 0.0311728 | Time: 4481.66 ms
[2022-03-02 20:29:10 main:574] : INFO : Epoch 1886 | loss: 0.031162 | val_loss: 0.0311741 | Time: 4615.82 ms
[2022-03-02 20:29:14 main:574] : INFO : Epoch 1887 | loss: 0.0311627 | val_loss: 0.0311761 | Time: 4297.56 ms
[2022-03-02 20:29:18 main:574] : INFO : Epoch 1888 | loss: 0.0311655 | val_loss: 0.0311722 | Time: 4488.71 ms
[2022-03-02 20:29:23 main:574] : INFO : Epoch 1889 | loss: 0.031164 | val_loss: 0.0311733 | Time: 4614.16 ms
[2022-03-02 20:29:27 main:574] : INFO : Epoch 1890 | loss: 0.0311631 | val_loss: 0.031173 | Time: 4319.83 ms
[2022-03-02 20:29:32 main:574] : INFO : Epoch 1891 | loss: 0.0311624 | val_loss: 0.031174 | Time: 4622.54 ms
[2022-03-02 20:29:36 main:574] : INFO : Epoch 1892 | loss: 0.0311623 | val_loss: 0.0311733 | Time: 4333.13 ms
[2022-03-02 20:29:41 main:574] : INFO : Epoch 1893 | loss: 0.0311624 | val_loss: 0.0311738 | Time: 4534.74 ms
[2022-03-02 20:29:45 main:574] : INFO : Epoch 1894 | loss: 0.031165 | val_loss: 0.0311755 | Time: 4333.54 ms
[2022-03-02 20:29:50 main:574] : INFO : Epoch 1895 | loss: 0.0311638 | val_loss: 0.0311769 | Time: 4531.11 ms
[2022-03-02 20:29:54 main:574] : INFO : Epoch 1896 | loss: 0.0311647 | val_loss: 0.0311754 | Time: 4303.99 ms
[2022-03-02 20:29:59 main:574] : INFO : Epoch 1897 | loss: 0.0311639 | val_loss: 0.0311735 | Time: 4548.61 ms
[2022-03-02 20:30:04 main:574] : INFO : Epoch 1898 | loss: 0.0311648 | val_loss: 0.0311759 | Time: 5603.53 ms
[2022-03-02 20:30:09 main:574] : INFO : Epoch 1899 | loss: 0.0311635 | val_loss: 0.0311799 | Time: 4601.95 ms
[2022-03-02 20:30:14 main:574] : INFO : Epoch 1900 | loss: 0.0311658 | val_loss: 0.0311811 | Time: 4581.56 ms
[2022-03-02 20:30:18 main:574] : INFO : Epoch 1901 | loss: 0.0311644 | val_loss: 0.0311803 | Time: 4458.02 ms
[2022-03-02 20:30:23 main:574] : INFO : Epoch 1902 | loss: 0.031164 | val_loss: 0.031184 | Time: 4633.31 ms
[2022-03-02 20:30:27 main:574] : INFO : Epoch 1903 | loss: 0.031164 | val_loss: 0.0311771 | Time: 4355.79 ms
[2022-03-02 20:30:32 main:574] : INFO : Epoch 1904 | loss: 0.0311648 | val_loss: 0.0311755 | Time: 4538.66 ms
[2022-03-02 20:30:36 main:574] : INFO : Epoch 1905 | loss: 0.0311656 | val_loss: 0.0311756 | Time: 4325.71 ms
[2022-03-02 20:30:41 main:574] : INFO : Epoch 1906 | loss: 0.0311653 | val_loss: 0.0311755 | Time: 4621.28 ms
[2022-03-02 20:30:45 main:574] : INFO : Epoch 1907 | loss: 0.031165 | val_loss: 0.0311753 | Time: 4376.96 ms
[2022-03-02 20:30:50 main:574] : INFO : Epoch 1908 | loss: 0.0311642 | val_loss: 0.0311731 | Time: 4608.65 ms
[2022-03-02 20:30:54 main:574] : INFO : Epoch 1909 | loss: 0.0311661 | val_loss: 0.0311751 | Time: 4458.56 ms
[2022-03-02 20:30:59 main:574] : INFO : Epoch 1910 | loss: 0.0311652 | val_loss: 0.0311751 | Time: 4487.69 ms
[2022-03-02 20:31:03 main:574] : INFO : Epoch 1911 | loss: 0.031164 | val_loss: 0.0311745 | Time: 4601.6 ms
[2022-03-02 20:31:07 main:574] : INFO : Epoch 1912 | loss: 0.0311634 | val_loss: 0.0311755 | Time: 4324.98 ms
[2022-03-02 20:31:12 main:574] : INFO : Epoch 1913 | loss: 0.0311641 | val_loss: 0.0311754 | Time: 4739.98 ms
[2022-03-02 20:31:17 main:574] : INFO : Epoch 1914 | loss: 0.0311642 | val_loss: 0.0311772 | Time: 4458.27 ms
[2022-03-02 20:31:21 main:574] : INFO : Epoch 1915 | loss: 0.0311646 | val_loss: 0.0311786 | Time: 4627.69 ms
[2022-03-02 20:31:26 main:574] : INFO : Epoch 1916 | loss: 0.0311651 | val_loss: 0.0311763 | Time: 4297.85 ms
[2022-03-02 20:31:30 main:574] : INFO : Epoch 1917 | loss: 0.0311622 | val_loss: 0.0311775 | Time: 4616.03 ms
[2022-03-02 20:31:35 main:574] : INFO : Epoch 1918 | loss: 0.0311627 | val_loss: 0.0311776 | Time: 4272.58 ms
[2022-03-02 20:31:39 main:574] : INFO : Epoch 1919 | loss: 0.0311636 | val_loss: 0.0311773 | Time: 4680.82 ms
[2022-03-02 20:31:44 main:574] : INFO : Epoch 1920 | loss: 0.0311626 | val_loss: 0.0311793 | Time: 4588.55 ms
[2022-03-02 20:31:48 main:574] : INFO : Epoch 1921 | loss: 0.0311611 | val_loss: 0.0311737 | Time: 4402.36 ms
[2022-03-02 20:31:53 main:574] : INFO : Epoch 1922 | loss: 0.031163 | val_loss: 0.0311728 | Time: 4599.39 ms
[2022-03-02 20:31:57 main:574] : INFO : Epoch 1923 | loss: 0.031162 | val_loss: 0.0311746 | Time: 4304.88 ms
[2022-03-02 20:32:02 main:574] : INFO : Epoch 1924 | loss: 0.0311645 | val_loss: 0.0311733 | Time: 4660.17 ms
[2022-03-02 20:32:06 main:574] : INFO : Epoch 1925 | loss: 0.0311637 | val_loss: 0.0311742 | Time: 4593.88 ms
[2022-03-02 20:32:11 main:574] : INFO : Epoch 1926 | loss: 0.0311648 | val_loss: 0.0311769 | Time: 4572.62 ms
[2022-03-02 20:32:15 main:574] : INFO : Epoch 1927 | loss: 0.0311657 | val_loss: 0.0311761 | Time: 4330.66 ms
[2022-03-02 20:32:20 main:574] : INFO : Epoch 1928 | loss: 0.0311804 | val_loss: 0.0311859 | Time: 4593.65 ms
[2022-03-02 20:32:24 main:574] : INFO : Epoch 1929 | loss: 0.0311842 | val_loss: 0.0311846 | Time: 4330.65 ms
[2022-03-02 20:32:29 main:574] : INFO : Epoch 1930 | loss: 0.0311819 | val_loss: 0.0311856 | Time: 4561.2 ms
[2022-03-02 20:32:34 main:574] : INFO : Epoch 1931 | loss: 0.0311806 | val_loss: 0.0311826 | Time: 4632.19 ms
[2022-03-02 20:32:38 main:574] : INFO : Epoch 1932 | loss: 0.03118 | val_loss: 0.0311812 | Time: 4314.62 ms
[2022-03-02 20:32:42 main:574] : INFO : Epoch 1933 | loss: 0.0311781 | val_loss: 0.0311808 | Time: 4598.81 ms
[2022-03-02 20:32:47 main:574] : INFO : Epoch 1934 | loss: 0.0311775 | val_loss: 0.0311812 | Time: 4307.34 ms
[2022-03-02 20:32:51 main:574] : INFO : Epoch 1935 | loss: 0.0311764 | val_loss: 0.0311795 | Time: 4632.43 ms
[2022-03-02 20:32:56 main:574] : INFO : Epoch 1936 | loss: 0.0311755 | val_loss: 0.0311799 | Time: 4417 ms
[2022-03-02 20:33:00 main:574] : INFO : Epoch 1937 | loss: 0.0311759 | val_loss: 0.0311821 | Time: 4558.3 ms
[2022-03-02 20:33:05 main:574] : INFO : Epoch 1938 | loss: 0.031178 | val_loss: 0.0311804 | Time: 4238.55 ms
[2022-03-02 20:33:09 main:574] : INFO : Epoch 1939 | loss: 0.0311765 | val_loss: 0.0311814 | Time: 4601.34 ms
[2022-03-02 20:33:14 main:574] : INFO : Epoch 1940 | loss: 0.0311752 | val_loss: 0.03118 | Time: 4547.54 ms
[2022-03-02 20:33:18 main:574] : INFO : Epoch 1941 | loss: 0.0311745 | val_loss: 0.0311793 | Time: 4390 ms
[2022-03-02 20:33:23 main:574] : INFO : Epoch 1942 | loss: 0.0311734 | val_loss: 0.031179 | Time: 4755.37 ms
[2022-03-02 20:33:38 main:574] : INFO : Epoch 1943 | loss: 0.0311746 | val_loss: 0.0311792 | Time: 14493.6 ms
[2022-03-02 20:33:42 main:574] : INFO : Epoch 1944 | loss: 0.0311736 | val_loss: 0.0311786 | Time: 4479.61 ms
[2022-03-02 20:33:46 main:574] : INFO : Epoch 1945 | loss: 0.0311725 | val_loss: 0.0311778 | Time: 4282.87 ms
[2022-03-02 20:33:51 main:574] : INFO : Epoch 1946 | loss: 0.0311756 | val_loss: 0.0311835 | Time: 4558.86 ms
[2022-03-02 20:33:55 main:574] : INFO : Epoch 1947 | loss: 0.0311759 | val_loss: 0.0311775 | Time: 4369.83 ms
[2022-03-02 20:34:00 main:574] : INFO : Epoch 1948 | loss: 0.0311741 | val_loss: 0.0311854 | Time: 4622.81 ms
[2022-03-02 20:34:04 main:574] : INFO : Epoch 1949 | loss: 0.0311746 | val_loss: 0.0311799 | Time: 4392.61 ms
[2022-03-02 20:34:09 main:574] : INFO : Epoch 1950 | loss: 0.0311721 | val_loss: 0.0311765 | Time: 4447.63 ms
[2022-03-02 20:34:13 main:574] : INFO : Epoch 1951 | loss: 0.0311716 | val_loss: 0.0311774 | Time: 4568.09 ms
[2022-03-02 20:34:18 main:574] : INFO : Epoch 1952 | loss: 0.0311709 | val_loss: 0.0311776 | Time: 4352.64 ms
[2022-03-02 20:34:22 main:574] : INFO : Epoch 1953 | loss: 0.0311715 | val_loss: 0.0311771 | Time: 4594.59 ms
[2022-03-02 20:34:27 main:574] : INFO : Epoch 1954 | loss: 0.0311695 | val_loss: 0.0311755 | Time: 4348.36 ms
[2022-03-02 20:34:31 main:574] : INFO : Epoch 1955 | loss: 0.0311695 | val_loss: 0.031175 | Time: 4592.68 ms
[2022-03-02 20:34:36 main:574] : INFO : Epoch 1956 | loss: 0.0311703 | val_loss: 0.031179 | Time: 4252.34 ms
[2022-03-02 20:34:40 main:574] : INFO : Epoch 1957 | loss: 0.0311706 | val_loss: 0.0311799 | Time: 4587.71 ms
[2022-03-02 20:34:45 main:574] : INFO : Epoch 1958 | loss: 0.0311705 | val_loss: 0.0311753 | Time: 4389.42 ms
[2022-03-02 20:34:49 main:574] : INFO : Epoch 1959 | loss: 0.0311694 | val_loss: 0.0311762 | Time: 4546.78 ms
[2022-03-02 20:34:54 main:574] : INFO : Epoch 1960 | loss: 0.0311704 | val_loss: 0.0311762 | Time: 4644.33 ms
[2022-03-02 20:34:58 main:574] : INFO : Epoch 1961 | loss: 0.0311692 | val_loss: 0.0311743 | Time: 4443.19 ms
[2022-03-02 20:35:03 main:574] : INFO : Epoch 1962 | loss: 0.031168 | val_loss: 0.0311748 | Time: 4533.37 ms
[2022-03-02 20:35:07 main:574] : INFO : Epoch 1963 | loss: 0.0311687 | val_loss: 0.0311791 | Time: 4355.57 ms
[2022-03-02 20:35:12 main:574] : INFO : Epoch 1964 | loss: 0.0311691 | val_loss: 0.0311749 | Time: 4617.93 ms
[2022-03-02 20:35:16 main:574] : INFO : Epoch 1965 | loss: 0.0311687 | val_loss: 0.0311769 | Time: 4333.3 ms
[2022-03-02 20:35:21 main:574] : INFO : Epoch 1966 | loss: 0.03117 | val_loss: 0.0311742 | Time: 4677.63 ms
[2022-03-02 20:35:25 main:574] : INFO : Epoch 1967 | loss: 0.0311738 | val_loss: 0.0311793 | Time: 4393.1 ms
[2022-03-02 20:35:30 main:574] : INFO : Epoch 1968 | loss: 0.0311763 | val_loss: 0.0311803 | Time: 4754.6 ms
[2022-03-02 20:35:34 main:574] : INFO : Epoch 1969 | loss: 0.0311757 | val_loss: 0.0311769 | Time: 4415.41 ms
[2022-03-02 20:35:39 main:574] : INFO : Epoch 1970 | loss: 0.0311756 | val_loss: 0.0311798 | Time: 4454.82 ms
[2022-03-02 20:35:43 main:574] : INFO : Epoch 1971 | loss: 0.0311755 | val_loss: 0.031178 | Time: 4615.26 ms
[2022-03-02 20:35:48 main:574] : INFO : Epoch 1972 | loss: 0.0311755 | val_loss: 0.031177 | Time: 4318.79 ms
[2022-03-02 20:35:52 main:574] : INFO : Epoch 1973 | loss: 0.0311754 | val_loss: 0.0311785 | Time: 4562.12 ms
[2022-03-02 20:35:57 main:574] : INFO : Epoch 1974 | loss: 0.0311761 | val_loss: 0.0311767 | Time: 4395.88 ms
[2022-03-02 20:36:01 main:574] : INFO : Epoch 1975 | loss: 0.0311732 | val_loss: 0.0311775 | Time: 4540.67 ms
[2022-03-02 20:36:06 main:574] : INFO : Epoch 1976 | loss: 0.0311721 | val_loss: 0.0311777 | Time: 4249.1 ms
[2022-03-02 20:36:10 main:574] : INFO : Epoch 1977 | loss: 0.0311718 | val_loss: 0.0311759 | Time: 4630.72 ms
[2022-03-02 20:36:15 main:574] : INFO : Epoch 1978 | loss: 0.0311718 | val_loss: 0.0311763 | Time: 4437.71 ms
[2022-03-02 20:36:19 main:574] : INFO : Epoch 1979 | loss: 0.0311724 | val_loss: 0.0311777 | Time: 4596.77 ms
[2022-03-02 20:36:24 main:574] : INFO : Epoch 1980 | loss: 0.0311723 | val_loss: 0.0311789 | Time: 4572.21 ms
[2022-03-02 20:36:28 main:574] : INFO : Epoch 1981 | loss: 0.0311709 | val_loss: 0.0311831 | Time: 4279.52 ms
[2022-03-02 20:36:33 main:574] : INFO : Epoch 1982 | loss: 0.0311716 | val_loss: 0.0311821 | Time: 4593.5 ms
[2022-03-02 20:36:37 main:574] : INFO : Epoch 1983 | loss: 0.0311705 | val_loss: 0.031181 | Time: 4408.49 ms
[2022-03-02 20:36:42 main:574] : INFO : Epoch 1984 | loss: 0.0311716 | val_loss: 0.0311803 | Time: 4612.18 ms
[2022-03-02 20:36:46 main:574] : INFO : Epoch 1985 | loss: 0.0311693 | val_loss: 0.0311795 | Time: 4366.19 ms
[2022-03-02 20:36:51 main:574] : INFO : Epoch 1986 | loss: 0.0311693 | val_loss: 0.0311798 | Time: 4640.4 ms
[2022-03-02 20:36:55 main:574] : INFO : Epoch 1987 | loss: 0.0311693 | val_loss: 0.0311832 | Time: 4317.99 ms
[2022-03-02 20:37:00 main:574] : INFO : Epoch 1988 | loss: 0.031175 | val_loss: 0.0311842 | Time: 4589.11 ms
[2022-03-02 20:37:04 main:574] : INFO : Epoch 1989 | loss: 0.0311757 | val_loss: 0.0311807 | Time: 4478.2 ms
[2022-03-02 20:37:09 main:574] : INFO : Epoch 1990 | loss: 0.031177 | val_loss: 0.0311836 | Time: 4402.88 ms
[2022-03-02 20:37:13 main:574] : INFO : Epoch 1991 | loss: 0.031173 | val_loss: 0.0311795 | Time: 4594.04 ms
[2022-03-02 20:37:18 main:574] : INFO : Epoch 1992 | loss: 0.0311725 | val_loss: 0.0311807 | Time: 4324.06 ms
[2022-03-02 20:37:22 main:574] : INFO : Epoch 1993 | loss: 0.0311721 | val_loss: 0.0311804 | Time: 4679.4 ms
[2022-03-02 20:37:27 main:574] : INFO : Epoch 1994 | loss: 0.0311725 | val_loss: 0.031182 | Time: 4314.47 ms
[2022-03-02 20:37:31 main:574] : INFO : Epoch 1995 | loss: 0.0311704 | val_loss: 0.0311808 | Time: 4626.1 ms
[2022-03-02 20:37:36 main:574] : INFO : Epoch 1996 | loss: 0.031172 | val_loss: 0.0311833 | Time: 4291.52 ms
[2022-03-02 20:37:40 main:574] : INFO : Epoch 1997 | loss: 0.0311725 | val_loss: 0.0311842 | Time: 4663.8 ms
[2022-03-02 20:37:45 main:574] : INFO : Epoch 1998 | loss: 0.0311703 | val_loss: 0.0311811 | Time: 4408.68 ms
[2022-03-02 20:37:49 main:574] : INFO : Epoch 1999 | loss: 0.0311691 | val_loss: 0.0311791 | Time: 4539.06 ms
[2022-03-02 20:37:54 main:574] : INFO : Epoch 2000 | loss: 0.0311696 | val_loss: 0.0311814 | Time: 4602.65 ms
[2022-03-02 20:37:58 main:574] : INFO : Epoch 2001 | loss: 0.0311693 | val_loss: 0.0311784 | Time: 4260.98 ms
[2022-03-02 20:38:03 main:574] : INFO : Epoch 2002 | loss: 0.031168 | val_loss: 0.0311773 | Time: 4604.77 ms
[2022-03-02 20:38:07 main:574] : INFO : Epoch 2003 | loss: 0.0311682 | val_loss: 0.0311783 | Time: 4309.88 ms
[2022-03-02 20:38:12 main:574] : INFO : Epoch 2004 | loss: 0.0311694 | val_loss: 0.031179 | Time: 4622.71 ms
[2022-03-02 20:38:16 main:574] : INFO : Epoch 2005 | loss: 0.0311683 | val_loss: 0.031179 | Time: 4222.17 ms
[2022-03-02 20:38:21 main:574] : INFO : Epoch 2006 | loss: 0.0311677 | val_loss: 0.0311787 | Time: 4778.13 ms
[2022-03-02 20:38:25 main:574] : INFO : Epoch 2007 | loss: 0.0311669 | val_loss: 0.0311781 | Time: 4470.79 ms
[2022-03-02 20:38:30 main:574] : INFO : Epoch 2008 | loss: 0.0311665 | val_loss: 0.0311785 | Time: 4619.19 ms
[2022-03-02 20:38:34 main:574] : INFO : Epoch 2009 | loss: 0.0311683 | val_loss: 0.0311804 | Time: 4464.77 ms
[2022-03-02 20:38:39 main:574] : INFO : Epoch 2010 | loss: 0.0311689 | val_loss: 0.0311803 | Time: 4402.75 ms
[2022-03-02 20:38:44 main:574] : INFO : Epoch 2011 | loss: 0.0311694 | val_loss: 0.0311799 | Time: 5087.5 ms
[2022-03-02 20:38:48 main:574] : INFO : Epoch 2012 | loss: 0.0311668 | val_loss: 0.0311791 | Time: 4292.65 ms
[2022-03-02 20:38:53 main:574] : INFO : Epoch 2013 | loss: 0.0311665 | val_loss: 0.0311787 | Time: 4636.59 ms
[2022-03-02 20:38:57 main:574] : INFO : Epoch 2014 | loss: 0.0311668 | val_loss: 0.03118 | Time: 4414.06 ms
[2022-03-02 20:39:02 main:574] : INFO : Epoch 2015 | loss: 0.031169 | val_loss: 0.0311792 | Time: 4617.44 ms
[2022-03-02 20:39:06 main:574] : INFO : Epoch 2016 | loss: 0.0311684 | val_loss: 0.0311787 | Time: 4314.31 ms
[2022-03-02 20:39:11 main:574] : INFO : Epoch 2017 | loss: 0.0311676 | val_loss: 0.0311817 | Time: 4614.06 ms
[2022-03-02 20:39:15 main:574] : INFO : Epoch 2018 | loss: 0.0311676 | val_loss: 0.0311789 | Time: 4235.09 ms
[2022-03-02 20:39:20 main:574] : INFO : Epoch 2019 | loss: 0.0311668 | val_loss: 0.0311808 | Time: 4540.81 ms
[2022-03-02 20:39:24 main:574] : INFO : Epoch 2020 | loss: 0.031167 | val_loss: 0.0311785 | Time: 4581.26 ms
[2022-03-02 20:39:29 main:574] : INFO : Epoch 2021 | loss: 0.0311688 | val_loss: 0.0311808 | Time: 4328.98 ms
[2022-03-02 20:39:33 main:574] : INFO : Epoch 2022 | loss: 0.0311683 | val_loss: 0.0311785 | Time: 4563.54 ms
[2022-03-02 20:39:37 main:574] : INFO : Epoch 2023 | loss: 0.03117 | val_loss: 0.0311809 | Time: 4215.97 ms
[2022-03-02 20:39:42 main:574] : INFO : Epoch 2024 | loss: 0.0311696 | val_loss: 0.031178 | Time: 4659.56 ms
[2022-03-02 20:39:46 main:574] : INFO : Epoch 2025 | loss: 0.0311666 | val_loss: 0.0311772 | Time: 4308.55 ms
[2022-03-02 20:39:51 main:574] : INFO : Epoch 2026 | loss: 0.031166 | val_loss: 0.0311769 | Time: 4551.81 ms
[2022-03-02 20:39:55 main:574] : INFO : Epoch 2027 | loss: 0.0311652 | val_loss: 0.0311766 | Time: 4368.59 ms
[2022-03-02 20:40:00 main:574] : INFO : Epoch 2028 | loss: 0.031165 | val_loss: 0.0311774 | Time: 4625.73 ms
[2022-03-02 20:40:04 main:574] : INFO : Epoch 2029 | loss: 0.0311663 | val_loss: 0.0311782 | Time: 4497.89 ms
[2022-03-02 20:40:09 main:574] : INFO : Epoch 2030 | loss: 0.0311653 | val_loss: 0.0311796 | Time: 4352.33 ms
[2022-03-02 20:40:13 main:574] : INFO : Epoch 2031 | loss: 0.0311655 | val_loss: 0.0311775 | Time: 4554.26 ms
[2022-03-02 20:40:18 main:574] : INFO : Epoch 2032 | loss: 0.0311663 | val_loss: 0.0311809 | Time: 4356.65 ms
[2022-03-02 20:40:22 main:574] : INFO : Epoch 2033 | loss: 0.0311677 | val_loss: 0.0311812 | Time: 4572.97 ms
[2022-03-02 20:40:27 main:574] : INFO : Epoch 2034 | loss: 0.0311659 | val_loss: 0.0311816 | Time: 4288.38 ms
[2022-03-02 20:40:31 main:574] : INFO : Epoch 2035 | loss: 0.0311653 | val_loss: 0.03118 | Time: 4586.09 ms
[2022-03-02 20:40:35 main:574] : INFO : Epoch 2036 | loss: 0.0311649 | val_loss: 0.0311803 | Time: 4283.62 ms
[2022-03-02 20:40:40 main:574] : INFO : Epoch 2037 | loss: 0.0311663 | val_loss: 0.0311789 | Time: 4586.99 ms
[2022-03-02 20:40:45 main:574] : INFO : Epoch 2038 | loss: 0.0311684 | val_loss: 0.031183 | Time: 4515.43 ms
[2022-03-02 20:40:49 main:574] : INFO : Epoch 2039 | loss: 0.031165 | val_loss: 0.0311861 | Time: 4394.21 ms
[2022-03-02 20:40:54 main:574] : INFO : Epoch 2040 | loss: 0.0311641 | val_loss: 0.031178 | Time: 4619.99 ms
[2022-03-02 20:40:58 main:574] : INFO : Epoch 2041 | loss: 0.0311659 | val_loss: 0.0311764 | Time: 4332.08 ms
[2022-03-02 20:41:02 main:574] : INFO : Epoch 2042 | loss: 0.031166 | val_loss: 0.0311792 | Time: 4556.24 ms
[2022-03-02 20:41:07 main:574] : INFO : Epoch 2043 | loss: 0.0311664 | val_loss: 0.0311783 | Time: 4561.87 ms
[2022-03-02 20:41:12 main:574] : INFO : Epoch 2044 | loss: 0.0311643 | val_loss: 0.0311817 | Time: 4679.65 ms
[2022-03-02 20:41:16 main:574] : INFO : Epoch 2045 | loss: 0.0311649 | val_loss: 0.031181 | Time: 4371.82 ms
[2022-03-02 20:41:21 main:574] : INFO : Epoch 2046 | loss: 0.0311639 | val_loss: 0.0311777 | Time: 4616.16 ms
[2022-03-02 20:41:25 main:574] : INFO : Epoch 2047 | loss: 0.0311643 | val_loss: 0.0311815 | Time: 4340.19 ms
[2022-03-02 20:41:30 main:574] : INFO : Epoch 2048 | loss: 0.031165 | val_loss: 0.0311797 | Time: 4545.68 ms
[2022-03-02 20:41:30 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311797
[2022-03-02 20:41:30 main:603] : INFO : Saving end state to config to file
[2022-03-02 20:41:30 main:608] : INFO : Success, exiting..
20:41:30 (16084): 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)