Task 14554731
| Name | ParityModified-1647046619-9569-3-0_0 |
| Workunit | 11577574 |
| Created | 9 Apr 2022, 18:20:27 UTC |
| Sent | 11 Apr 2022, 4:52:33 UTC |
| Report deadline | 19 Apr 2022, 4:52:33 UTC |
| Received | 11 Apr 2022, 17:55:41 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 21038 |
| Run time | 1 hours 27 min 4 sec |
| CPU time | 1 hours 25 min 6 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,571.88 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.48 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: 0.0310669 | val_loss: 0.0311139 | Time: 2486.35 ms
[2022-04-11 12:33:41 main:574] : INFO : Epoch 1543 | loss: 0.0310653 | val_loss: 0.0311158 | Time: 2493.57 ms
[2022-04-11 12:33:44 main:574] : INFO : Epoch 1544 | loss: 0.0310654 | val_loss: 0.0311133 | Time: 2481.99 ms
[2022-04-11 12:33:46 main:574] : INFO : Epoch 1545 | loss: 0.0310698 | val_loss: 0.031118 | Time: 2490.71 ms
[2022-04-11 12:33:49 main:574] : INFO : Epoch 1546 | loss: 0.0310725 | val_loss: 0.0311182 | Time: 2490.91 ms
[2022-04-11 12:33:51 main:574] : INFO : Epoch 1547 | loss: 0.0310695 | val_loss: 0.0311231 | Time: 2492.62 ms
[2022-04-11 12:33:54 main:574] : INFO : Epoch 1548 | loss: 0.0310672 | val_loss: 0.0311152 | Time: 2489.01 ms
[2022-04-11 12:33:56 main:574] : INFO : Epoch 1549 | loss: 0.0310637 | val_loss: 0.0311227 | Time: 2494.89 ms
[2022-04-11 12:33:59 main:574] : INFO : Epoch 1550 | loss: 0.0310657 | val_loss: 0.0311154 | Time: 2491.18 ms
[2022-04-11 12:34:02 main:574] : INFO : Epoch 1551 | loss: 0.0310758 | val_loss: 0.0311218 | Time: 2502.98 ms
[2022-04-11 12:34:04 main:574] : INFO : Epoch 1552 | loss: 0.0310842 | val_loss: 0.0311153 | Time: 2489.98 ms
[2022-04-11 12:34:07 main:574] : INFO : Epoch 1553 | loss: 0.0310791 | val_loss: 0.0311159 | Time: 2490.73 ms
[2022-04-11 12:34:09 main:574] : INFO : Epoch 1554 | loss: 0.0310754 | val_loss: 0.0311215 | Time: 2486.66 ms
[2022-04-11 12:34:12 main:574] : INFO : Epoch 1555 | loss: 0.0310729 | val_loss: 0.0311213 | Time: 2488.19 ms
[2022-04-11 12:34:14 main:574] : INFO : Epoch 1556 | loss: 0.0310722 | val_loss: 0.0311157 | Time: 2491.13 ms
[2022-04-11 12:34:17 main:574] : INFO : Epoch 1557 | loss: 0.0310684 | val_loss: 0.0311147 | Time: 2490.3 ms
[2022-04-11 12:34:19 main:574] : INFO : Epoch 1558 | loss: 0.0310677 | val_loss: 0.0311249 | Time: 2488.05 ms
[2022-04-11 12:34:22 main:574] : INFO : Epoch 1559 | loss: 0.031071 | val_loss: 0.0311191 | Time: 2496.71 ms
[2022-04-11 12:34:24 main:574] : INFO : Epoch 1560 | loss: 0.0310748 | val_loss: 0.0311188 | Time: 2490.54 ms
[2022-04-11 12:34:27 main:574] : INFO : Epoch 1561 | loss: 0.0310742 | val_loss: 0.0311151 | Time: 2490.74 ms
[2022-04-11 12:34:29 main:574] : INFO : Epoch 1562 | loss: 0.0310756 | val_loss: 0.0311261 | Time: 2491.46 ms
[2022-04-11 12:34:32 main:574] : INFO : Epoch 1563 | loss: 0.0310786 | val_loss: 0.0311232 | Time: 2494.91 ms
[2022-04-11 12:34:34 main:574] : INFO : Epoch 1564 | loss: 0.0310765 | val_loss: 0.0311291 | Time: 2489.74 ms
[2022-04-11 12:34:37 main:574] : INFO : Epoch 1565 | loss: 0.0310727 | val_loss: 0.0311214 | Time: 2494.27 ms
[2022-04-11 12:34:39 main:574] : INFO : Epoch 1566 | loss: 0.0310722 | val_loss: 0.0311277 | Time: 2491.58 ms
[2022-04-11 12:34:42 main:574] : INFO : Epoch 1567 | loss: 0.0310698 | val_loss: 0.0311192 | Time: 2498.19 ms
[2022-04-11 12:34:44 main:574] : INFO : Epoch 1568 | loss: 0.031067 | val_loss: 0.0311231 | Time: 2498.42 ms
[2022-04-11 12:34:47 main:574] : INFO : Epoch 1569 | loss: 0.0310672 | val_loss: 0.0311194 | Time: 2492.93 ms
[2022-04-11 12:34:50 main:574] : INFO : Epoch 1570 | loss: 0.0310653 | val_loss: 0.0311179 | Time: 2490.91 ms
[2022-04-11 12:34:52 main:574] : INFO : Epoch 1571 | loss: 0.0310653 | val_loss: 0.0311284 | Time: 2493.79 ms
[2022-04-11 12:34:55 main:574] : INFO : Epoch 1572 | loss: 0.0310711 | val_loss: 0.0311225 | Time: 2489.47 ms
[2022-04-11 12:34:57 main:574] : INFO : Epoch 1573 | loss: 0.0310701 | val_loss: 0.0311194 | Time: 2501.74 ms
[2022-04-11 12:35:00 main:574] : INFO : Epoch 1574 | loss: 0.0310704 | val_loss: 0.0311175 | Time: 2490.69 ms
[2022-04-11 12:35:02 main:574] : INFO : Epoch 1575 | loss: 0.031068 | val_loss: 0.0311168 | Time: 2497.05 ms
[2022-04-11 12:35:05 main:574] : INFO : Epoch 1576 | loss: 0.0310663 | val_loss: 0.0311149 | Time: 2486.74 ms
[2022-04-11 12:35:07 main:574] : INFO : Epoch 1577 | loss: 0.0310665 | val_loss: 0.031115 | Time: 2492.77 ms
[2022-04-11 12:35:10 main:574] : INFO : Epoch 1578 | loss: 0.0310674 | val_loss: 0.0311185 | Time: 2491.18 ms
[2022-04-11 12:35:12 main:574] : INFO : Epoch 1579 | loss: 0.0310664 | val_loss: 0.0311161 | Time: 2489.32 ms
[2022-04-11 12:35:15 main:574] : INFO : Epoch 1580 | loss: 0.0310649 | val_loss: 0.0311184 | Time: 2482.38 ms
[2022-04-11 12:35:17 main:574] : INFO : Epoch 1581 | loss: 0.0310657 | val_loss: 0.0311262 | Time: 2490.93 ms
[2022-04-11 12:35:20 main:574] : INFO : Epoch 1582 | loss: 0.0310682 | val_loss: 0.0311163 | Time: 2492.15 ms
[2022-04-11 12:35:22 main:574] : INFO : Epoch 1583 | loss: 0.0310676 | val_loss: 0.0311132 | Time: 2493.53 ms
[2022-04-11 12:35:25 main:574] : INFO : Epoch 1584 | loss: 0.0310676 | val_loss: 0.0311187 | Time: 2493.03 ms
[2022-04-11 12:35:27 main:574] : INFO : Epoch 1585 | loss: 0.0310682 | val_loss: 0.0311146 | Time: 2489.37 ms
[2022-04-11 12:35:30 main:574] : INFO : Epoch 1586 | loss: 0.0310701 | val_loss: 0.0311214 | Time: 2489.97 ms
[2022-04-11 12:35:33 main:574] : INFO : Epoch 1587 | loss: 0.0310708 | val_loss: 0.0311194 | Time: 2499.21 ms
[2022-04-11 12:35:35 main:574] : INFO : Epoch 1588 | loss: 0.0310741 | val_loss: 0.0311229 | Time: 2487.29 ms
[2022-04-11 12:35:38 main:574] : INFO : Epoch 1589 | loss: 0.0310781 | val_loss: 0.0311167 | Time: 2490.9 ms
[2022-04-11 12:35:40 main:574] : INFO : Epoch 1590 | loss: 0.0310738 | val_loss: 0.0311173 | Time: 2493.07 ms
[2022-04-11 12:35:43 main:574] : INFO : Epoch 1591 | loss: 0.0310736 | val_loss: 0.0311154 | Time: 2491.34 ms
[2022-04-11 12:35:45 main:574] : INFO : Epoch 1592 | loss: 0.0310754 | val_loss: 0.0311178 | Time: 2487.38 ms
[2022-04-11 12:35:48 main:574] : INFO : Epoch 1593 | loss: 0.0310718 | val_loss: 0.0311198 | Time: 2499.32 ms
[2022-04-11 12:35:50 main:574] : INFO : Epoch 1594 | loss: 0.0310681 | val_loss: 0.0311206 | Time: 2493.56 ms
[2022-04-11 12:35:53 main:574] : INFO : Epoch 1595 | loss: 0.0310662 | val_loss: 0.0311136 | Time: 2498.05 ms
[2022-04-11 12:35:55 main:574] : INFO : Epoch 1596 | loss: 0.0310654 | val_loss: 0.031123 | Time: 2491.23 ms
[2022-04-11 12:35:58 main:574] : INFO : Epoch 1597 | loss: 0.0310777 | val_loss: 0.0311235 | Time: 2491.86 ms
[2022-04-11 12:36:00 main:574] : INFO : Epoch 1598 | loss: 0.0310865 | val_loss: 0.0311254 | Time: 2494.22 ms
[2022-04-11 12:36:03 main:574] : INFO : Epoch 1599 | loss: 0.0310857 | val_loss: 0.0311209 | Time: 2493.11 ms
[2022-04-11 12:36:05 main:574] : INFO : Epoch 1600 | loss: 0.0310865 | val_loss: 0.0311234 | Time: 2489.67 ms
[2022-04-11 12:36:08 main:574] : INFO : Epoch 1601 | loss: 0.0310794 | val_loss: 0.0311197 | Time: 2493.88 ms
[2022-04-11 12:36:10 main:574] : INFO : Epoch 1602 | loss: 0.0310816 | val_loss: 0.031117 | Time: 2485.88 ms
[2022-04-11 12:36:13 main:574] : INFO : Epoch 1603 | loss: 0.0310793 | val_loss: 0.0311183 | Time: 2494.05 ms
[2022-04-11 12:36:16 main:574] : INFO : Epoch 1604 | loss: 0.0310747 | val_loss: 0.0311231 | Time: 2495.84 ms
[2022-04-11 12:36:18 main:574] : INFO : Epoch 1605 | loss: 0.0310768 | val_loss: 0.0311197 | Time: 2491.47 ms
[2022-04-11 12:36:21 main:574] : INFO : Epoch 1606 | loss: 0.0310779 | val_loss: 0.031123 | Time: 2492.18 ms
[2022-04-11 12:36:23 main:574] : INFO : Epoch 1607 | loss: 0.0310736 | val_loss: 0.0311153 | Time: 2497.28 ms
[2022-04-11 12:36:26 main:574] : INFO : Epoch 1608 | loss: 0.0310783 | val_loss: 0.0311144 | Time: 2487.07 ms
[2022-04-11 12:36:28 main:574] : INFO : Epoch 1609 | loss: 0.0310741 | val_loss: 0.0311169 | Time: 2493.68 ms
[2022-04-11 12:36:31 main:574] : INFO : Epoch 1610 | loss: 0.0310729 | val_loss: 0.0311145 | Time: 2495.09 ms
[2022-04-11 12:36:33 main:574] : INFO : Epoch 1611 | loss: 0.0310731 | val_loss: 0.0311175 | Time: 2493.61 ms
[2022-04-11 12:36:36 main:574] : INFO : Epoch 1612 | loss: 0.0310732 | val_loss: 0.0311178 | Time: 2488.96 ms
[2022-04-11 12:36:38 main:574] : INFO : Epoch 1613 | loss: 0.0310697 | val_loss: 0.0311205 | Time: 2493.3 ms
[2022-04-11 12:36:41 main:574] : INFO : Epoch 1614 | loss: 0.0310738 | val_loss: 0.031124 | Time: 2489.91 ms
[2022-04-11 12:36:43 main:574] : INFO : Epoch 1615 | loss: 0.031077 | val_loss: 0.0311197 | Time: 2492.23 ms
[2022-04-11 12:36:46 main:574] : INFO : Epoch 1616 | loss: 0.0310737 | val_loss: 0.0311191 | Time: 2494.33 ms
[2022-04-11 12:36:48 main:574] : INFO : Epoch 1617 | loss: 0.0310704 | val_loss: 0.0311163 | Time: 2488.38 ms
[2022-04-11 12:36:51 main:574] : INFO : Epoch 1618 | loss: 0.031068 | val_loss: 0.0311173 | Time: 2491.21 ms
[2022-04-11 12:36:53 main:574] : INFO : Epoch 1619 | loss: 0.0310695 | val_loss: 0.0311188 | Time: 2489.07 ms
[2022-04-11 12:36:56 main:574] : INFO : Epoch 1620 | loss: 0.0310685 | val_loss: 0.0311181 | Time: 2490.12 ms
[2022-04-11 12:36:58 main:574] : INFO : Epoch 1621 | loss: 0.0310676 | val_loss: 0.031115 | Time: 2489.29 ms
[2022-04-11 12:37:01 main:574] : INFO : Epoch 1622 | loss: 0.0310676 | val_loss: 0.0311162 | Time: 2480.39 ms
[2022-04-11 12:37:04 main:574] : INFO : Epoch 1623 | loss: 0.0310655 | val_loss: 0.0311234 | Time: 2496.2 ms
[2022-04-11 12:37:06 main:574] : INFO : Epoch 1624 | loss: 0.0310667 | val_loss: 0.0311155 | Time: 2491.57 ms
[2022-04-11 12:37:09 main:574] : INFO : Epoch 1625 | loss: 0.0310679 | val_loss: 0.0311176 | Time: 2492.53 ms
[2022-04-11 12:37:11 main:574] : INFO : Epoch 1626 | loss: 0.0310687 | val_loss: 0.0311285 | Time: 2500.31 ms
[2022-04-11 12:37:14 main:574] : INFO : Epoch 1627 | loss: 0.031068 | val_loss: 0.0311206 | Time: 2494.07 ms
[2022-04-11 12:37:16 main:574] : INFO : Epoch 1628 | loss: 0.0310665 | val_loss: 0.0311182 | Time: 2493.01 ms
[2022-04-11 12:37:19 main:574] : INFO : Epoch 1629 | loss: 0.0310638 | val_loss: 0.0311231 | Time: 2495.75 ms
[2022-04-11 12:37:21 main:574] : INFO : Epoch 1630 | loss: 0.0310651 | val_loss: 0.0311202 | Time: 2491.2 ms
[2022-04-11 12:37:24 main:574] : INFO : Epoch 1631 | loss: 0.0310646 | val_loss: 0.0311183 | Time: 2495.4 ms
[2022-04-11 12:37:26 main:574] : INFO : Epoch 1632 | loss: 0.0310647 | val_loss: 0.031119 | Time: 2490.07 ms
[2022-04-11 12:37:29 main:574] : INFO : Epoch 1633 | loss: 0.0310655 | val_loss: 0.0311144 | Time: 2498.66 ms
[2022-04-11 12:37:31 main:574] : INFO : Epoch 1634 | loss: 0.0310631 | val_loss: 0.0311178 | Time: 2489.04 ms
[2022-04-11 12:37:34 main:574] : INFO : Epoch 1635 | loss: 0.0310644 | val_loss: 0.0311184 | Time: 2494.52 ms
[2022-04-11 12:37:36 main:574] : INFO : Epoch 1636 | loss: 0.0310825 | val_loss: 0.0311268 | Time: 2481.15 ms
[2022-04-11 12:37:39 main:574] : INFO : Epoch 1637 | loss: 0.0310935 | val_loss: 0.0311224 | Time: 2495.14 ms
[2022-04-11 12:37:41 main:574] : INFO : Epoch 1638 | loss: 0.0310882 | val_loss: 0.0311312 | Time: 2494.58 ms
[2022-04-11 12:37:44 main:574] : INFO : Epoch 1639 | loss: 0.0310857 | val_loss: 0.0311219 | Time: 2500.13 ms
[2022-04-11 12:37:47 main:574] : INFO : Epoch 1640 | loss: 0.0310794 | val_loss: 0.0311198 | Time: 2487.68 ms
[2022-04-11 12:37:49 main:574] : INFO : Epoch 1641 | loss: 0.0310764 | val_loss: 0.031119 | Time: 2494.38 ms
[2022-04-11 12:37:52 main:574] : INFO : Epoch 1642 | loss: 0.0310732 | val_loss: 0.0311183 | Time: 2495.18 ms
[2022-04-11 12:37:54 main:574] : INFO : Epoch 1643 | loss: 0.0310723 | val_loss: 0.0311165 | Time: 2495.9 ms
[2022-04-11 12:37:57 main:574] : INFO : Epoch 1644 | loss: 0.0310729 | val_loss: 0.0311207 | Time: 2494.66 ms
[2022-04-11 12:37:59 main:574] : INFO : Epoch 1645 | loss: 0.0310723 | val_loss: 0.0311203 | Time: 2492.5 ms
[2022-04-11 12:38:02 main:574] : INFO : Epoch 1646 | loss: 0.0310729 | val_loss: 0.0311215 | Time: 2493.76 ms
[2022-04-11 12:38:04 main:574] : INFO : Epoch 1647 | loss: 0.0310794 | val_loss: 0.0311231 | Time: 2493.34 ms
[2022-04-11 12:38:07 main:574] : INFO : Epoch 1648 | loss: 0.0310835 | val_loss: 0.0311169 | Time: 2487.85 ms
[2022-04-11 12:38:09 main:574] : INFO : Epoch 1649 | loss: 0.0310767 | val_loss: 0.0311178 | Time: 2490.58 ms
[2022-04-11 12:38:12 main:574] : INFO : Epoch 1650 | loss: 0.0310793 | val_loss: 0.0311318 | Time: 2487.75 ms
[2022-04-11 12:38:14 main:574] : INFO : Epoch 1651 | loss: 0.0310875 | val_loss: 0.0311229 | Time: 2492.43 ms
[2022-04-11 12:38:17 main:574] : INFO : Epoch 1652 | loss: 0.0310835 | val_loss: 0.0311238 | Time: 2495.17 ms
[2022-04-11 12:38:19 main:574] : INFO : Epoch 1653 | loss: 0.0310784 | val_loss: 0.0311227 | Time: 2495.06 ms
[2022-04-11 12:38:22 main:574] : INFO : Epoch 1654 | loss: 0.0310741 | val_loss: 0.0311266 | Time: 2490 ms
[2022-04-11 12:38:24 main:574] : INFO : Epoch 1655 | loss: 0.0310744 | val_loss: 0.031128 | Time: 2492.4 ms
[2022-04-11 12:38:27 main:574] : INFO : Epoch 1656 | loss: 0.0310873 | val_loss: 0.0311193 | Time: 2491.05 ms
[2022-04-11 12:38:30 main:574] : INFO : Epoch 1657 | loss: 0.0310867 | val_loss: 0.0311235 | Time: 2495.3 ms
[2022-04-11 12:38:32 main:574] : INFO : Epoch 1658 | loss: 0.031093 | val_loss: 0.0311294 | Time: 2486 ms
[2022-04-11 12:38:35 main:574] : INFO : Epoch 1659 | loss: 0.0311062 | val_loss: 0.0311287 | Time: 2494.3 ms
[2022-04-11 12:38:37 main:574] : INFO : Epoch 1660 | loss: 0.0311026 | val_loss: 0.0311246 | Time: 2492.49 ms
[2022-04-11 12:38:40 main:574] : INFO : Epoch 1661 | loss: 0.0310963 | val_loss: 0.0311234 | Time: 2494.74 ms
[2022-04-11 12:38:42 main:574] : INFO : Epoch 1662 | loss: 0.0310942 | val_loss: 0.0311318 | Time: 2493.76 ms
[2022-04-11 12:38:45 main:574] : INFO : Epoch 1663 | loss: 0.0310949 | val_loss: 0.0311373 | Time: 2496.72 ms
[2022-04-11 12:38:47 main:574] : INFO : Epoch 1664 | loss: 0.0310908 | val_loss: 0.0311348 | Time: 2489.03 ms
[2022-04-11 12:38:50 main:574] : INFO : Epoch 1665 | loss: 0.0310887 | val_loss: 0.0311318 | Time: 2498.22 ms
[2022-04-11 12:38:52 main:574] : INFO : Epoch 1666 | loss: 0.0310845 | val_loss: 0.0311307 | Time: 2487.43 ms
[2022-04-11 12:38:55 main:574] : INFO : Epoch 1667 | loss: 0.0310833 | val_loss: 0.0311283 | Time: 2492.56 ms
[2022-04-11 12:38:57 main:574] : INFO : Epoch 1668 | loss: 0.031083 | val_loss: 0.031134 | Time: 2488.62 ms
[2022-04-11 12:39:00 main:574] : INFO : Epoch 1669 | loss: 0.03108 | val_loss: 0.0311297 | Time: 2491.58 ms
[2022-04-11 12:39:02 main:574] : INFO : Epoch 1670 | loss: 0.0310816 | val_loss: 0.0311299 | Time: 2494.8 ms
[2022-04-11 12:39:05 main:574] : INFO : Epoch 1671 | loss: 0.0310821 | val_loss: 0.0311273 | Time: 2494.14 ms
[2022-04-11 12:39:07 main:574] : INFO : Epoch 1672 | loss: 0.031081 | val_loss: 0.031135 | Time: 2493.57 ms
[2022-04-11 12:39:10 main:574] : INFO : Epoch 1673 | loss: 0.0310878 | val_loss: 0.0311263 | Time: 2496.26 ms
[2022-04-11 12:39:13 main:574] : INFO : Epoch 1674 | loss: 0.0310927 | val_loss: 0.0311293 | Time: 2487.79 ms
[2022-04-11 12:39:15 main:574] : INFO : Epoch 1675 | loss: 0.0310892 | val_loss: 0.0311372 | Time: 2493.12 ms
[2022-04-11 12:39:18 main:574] : INFO : Epoch 1676 | loss: 0.0310856 | val_loss: 0.031131 | Time: 2493.21 ms
[2022-04-11 12:39:20 main:574] : INFO : Epoch 1677 | loss: 0.0310858 | val_loss: 0.0311265 | Time: 2490.38 ms
[2022-04-11 12:39:23 main:574] : INFO : Epoch 1678 | loss: 0.0310865 | val_loss: 0.0311238 | Time: 2491.62 ms
[2022-04-11 12:39:25 main:574] : INFO : Epoch 1679 | loss: 0.0310883 | val_loss: 0.0311293 | Time: 2495.32 ms
[2022-04-11 12:39:28 main:574] : INFO : Epoch 1680 | loss: 0.0310923 | val_loss: 0.03113 | Time: 2486.41 ms
[2022-04-11 12:39:30 main:574] : INFO : Epoch 1681 | loss: 0.0310894 | val_loss: 0.0311247 | Time: 2488.77 ms
[2022-04-11 12:39:33 main:574] : INFO : Epoch 1682 | loss: 0.0310892 | val_loss: 0.0311254 | Time: 2495.68 ms
[2022-04-11 12:39:35 main:574] : INFO : Epoch 1683 | loss: 0.031087 | val_loss: 0.0311218 | Time: 2493.33 ms
[2022-04-11 12:39:38 main:574] : INFO : Epoch 1684 | loss: 0.031087 | val_loss: 0.0311374 | Time: 2487.18 ms
[2022-04-11 12:39:40 main:574] : INFO : Epoch 1685 | loss: 0.0310982 | val_loss: 0.031125 | Time: 2500.48 ms
[2022-04-11 12:39:43 main:574] : INFO : Epoch 1686 | loss: 0.0310956 | val_loss: 0.0311277 | Time: 2494.38 ms
[2022-04-11 12:39:45 main:574] : INFO : Epoch 1687 | loss: 0.0310903 | val_loss: 0.0311219 | Time: 2485.05 ms
[2022-04-11 12:39:48 main:574] : INFO : Epoch 1688 | loss: 0.0310876 | val_loss: 0.0311278 | Time: 2486.86 ms
[2022-04-11 12:39:50 main:574] : INFO : Epoch 1689 | loss: 0.031085 | val_loss: 0.0311226 | Time: 2494.36 ms
[2022-04-11 12:39:53 main:574] : INFO : Epoch 1690 | loss: 0.0310825 | val_loss: 0.0311275 | Time: 2486.61 ms
[2022-04-11 12:39:56 main:574] : INFO : Epoch 1691 | loss: 0.0310805 | val_loss: 0.0311169 | Time: 2494.04 ms
[2022-04-11 12:39:58 main:574] : INFO : Epoch 1692 | loss: 0.0310784 | val_loss: 0.0311296 | Time: 2493.42 ms
[2022-04-11 12:40:01 main:574] : INFO : Epoch 1693 | loss: 0.031082 | val_loss: 0.031121 | Time: 2496.09 ms
[2022-04-11 12:40:03 main:574] : INFO : Epoch 1694 | loss: 0.0310802 | val_loss: 0.0311204 | Time: 2489.02 ms
[2022-04-11 12:40:06 main:574] : INFO : Epoch 1695 | loss: 0.0310795 | val_loss: 0.0311277 | Time: 2491.54 ms
[2022-04-11 12:40:08 main:574] : INFO : Epoch 1696 | loss: 0.0310777 | val_loss: 0.0311304 | Time: 2490.87 ms
[2022-04-11 12:40:11 main:574] : INFO : Epoch 1697 | loss: 0.031077 | val_loss: 0.0311217 | Time: 2495.34 ms
[2022-04-11 12:40:13 main:574] : INFO : Epoch 1698 | loss: 0.031078 | val_loss: 0.0311174 | Time: 2495.25 ms
[2022-04-11 12:40:16 main:574] : INFO : Epoch 1699 | loss: 0.0310799 | val_loss: 0.0311218 | Time: 2494.87 ms
[2022-04-11 12:40:18 main:574] : INFO : Epoch 1700 | loss: 0.0310793 | val_loss: 0.0311159 | Time: 2487.53 ms
[2022-04-11 12:40:21 main:574] : INFO : Epoch 1701 | loss: 0.0310802 | val_loss: 0.0311149 | Time: 2491.48 ms
[2022-04-11 12:40:23 main:574] : INFO : Epoch 1702 | loss: 0.0310754 | val_loss: 0.0311134 | Time: 2483.25 ms
[2022-04-11 12:40:26 main:574] : INFO : Epoch 1703 | loss: 0.0310761 | val_loss: 0.0311148 | Time: 2493.25 ms
[2022-04-11 12:40:28 main:574] : INFO : Epoch 1704 | loss: 0.0310735 | val_loss: 0.0311208 | Time: 2490.87 ms
[2022-04-11 12:40:31 main:574] : INFO : Epoch 1705 | loss: 0.0310737 | val_loss: 0.031117 | Time: 2494.72 ms
[2022-04-11 12:40:33 main:574] : INFO : Epoch 1706 | loss: 0.031072 | val_loss: 0.0311211 | Time: 2487.16 ms
[2022-04-11 12:40:36 main:574] : INFO : Epoch 1707 | loss: 0.031073 | val_loss: 0.0311262 | Time: 2491.69 ms
[2022-04-11 12:40:39 main:574] : INFO : Epoch 1708 | loss: 0.0310719 | val_loss: 0.0311226 | Time: 2490.22 ms
[2022-04-11 12:40:41 main:574] : INFO : Epoch 1709 | loss: 0.0310725 | val_loss: 0.0311263 | Time: 2500 ms
[2022-04-11 12:40:44 main:574] : INFO : Epoch 1710 | loss: 0.0310782 | val_loss: 0.0311219 | Time: 2488.1 ms
[2022-04-11 12:40:46 main:574] : INFO : Epoch 1711 | loss: 0.0310749 | val_loss: 0.0311268 | Time: 2505.61 ms
[2022-04-11 12:40:49 main:574] : INFO : Epoch 1712 | loss: 0.0310748 | val_loss: 0.031122 | Time: 2494.09 ms
[2022-04-11 12:40:51 main:574] : INFO : Epoch 1713 | loss: 0.0310721 | val_loss: 0.031125 | Time: 2492.38 ms
[2022-04-11 12:40:54 main:574] : INFO : Epoch 1714 | loss: 0.0310703 | val_loss: 0.0311196 | Time: 2488.65 ms
[2022-04-11 12:40:56 main:574] : INFO : Epoch 1715 | loss: 0.0310719 | val_loss: 0.0311158 | Time: 2499.67 ms
[2022-04-11 12:40:59 main:574] : INFO : Epoch 1716 | loss: 0.0310701 | val_loss: 0.0311148 | Time: 2487.73 ms
[2022-04-11 12:41:01 main:574] : INFO : Epoch 1717 | loss: 0.03107 | val_loss: 0.0311182 | Time: 2487.53 ms
[2022-04-11 12:41:04 main:574] : INFO : Epoch 1718 | loss: 0.0310683 | val_loss: 0.0311145 | Time: 2485.58 ms
[2022-04-11 12:41:06 main:574] : INFO : Epoch 1719 | loss: 0.0310676 | val_loss: 0.0311212 | Time: 2491.8 ms
[2022-04-11 12:41:09 main:574] : INFO : Epoch 1720 | loss: 0.0310666 | val_loss: 0.0311266 | Time: 2485.32 ms
[2022-04-11 12:41:11 main:574] : INFO : Epoch 1721 | loss: 0.0310674 | val_loss: 0.0311207 | Time: 2495.28 ms
[2022-04-11 12:41:14 main:574] : INFO : Epoch 1722 | loss: 0.0310649 | val_loss: 0.0311231 | Time: 2487.02 ms
[2022-04-11 12:41:16 main:574] : INFO : Epoch 1723 | loss: 0.0310641 | val_loss: 0.0311211 | Time: 2496.03 ms
[2022-04-11 12:41:19 main:574] : INFO : Epoch 1724 | loss: 0.0310623 | val_loss: 0.0311235 | Time: 2485.93 ms
[2022-04-11 12:41:22 main:574] : INFO : Epoch 1725 | loss: 0.0310633 | val_loss: 0.0311145 | Time: 2486.58 ms
[2022-04-11 12:41:24 main:574] : INFO : Epoch 1726 | loss: 0.0310633 | val_loss: 0.0311247 | Time: 2481.9 ms
[2022-04-11 12:41:27 main:574] : INFO : Epoch 1727 | loss: 0.0310607 | val_loss: 0.031117 | Time: 2499.39 ms
[2022-04-11 12:41:29 main:574] : INFO : Epoch 1728 | loss: 0.0310599 | val_loss: 0.0311193 | Time: 2492.38 ms
[2022-04-11 12:41:32 main:574] : INFO : Epoch 1729 | loss: 0.031064 | val_loss: 0.0311189 | Time: 2492.58 ms
[2022-04-11 12:41:34 main:574] : INFO : Epoch 1730 | loss: 0.031064 | val_loss: 0.0311143 | Time: 2491.78 ms
[2022-04-11 12:41:37 main:574] : INFO : Epoch 1731 | loss: 0.031066 | val_loss: 0.0311169 | Time: 2499.6 ms
[2022-04-11 12:41:39 main:574] : INFO : Epoch 1732 | loss: 0.031067 | val_loss: 0.0311168 | Time: 2486.82 ms
[2022-04-11 12:41:42 main:574] : INFO : Epoch 1733 | loss: 0.0310664 | val_loss: 0.0311175 | Time: 2496.5 ms
[2022-04-11 12:41:44 main:574] : INFO : Epoch 1734 | loss: 0.0310639 | val_loss: 0.0311192 | Time: 2489.12 ms
[2022-04-11 12:41:47 main:574] : INFO : Epoch 1735 | loss: 0.0310625 | val_loss: 0.0311251 | Time: 2487.72 ms
[2022-04-11 12:41:49 main:574] : INFO : Epoch 1736 | loss: 0.0310617 | val_loss: 0.0311212 | Time: 2487.3 ms
[2022-04-11 12:41:52 main:574] : INFO : Epoch 1737 | loss: 0.0310602 | val_loss: 0.0311185 | Time: 2497.95 ms
[2022-04-11 12:41:54 main:574] : INFO : Epoch 1738 | loss: 0.0310628 | val_loss: 0.0311336 | Time: 2489.01 ms
[2022-04-11 12:41:57 main:574] : INFO : Epoch 1739 | loss: 0.031062 | val_loss: 0.0311185 | Time: 2490.79 ms
[2022-04-11 12:41:59 main:574] : INFO : Epoch 1740 | loss: 0.0310615 | val_loss: 0.0311193 | Time: 2490.15 ms
[2022-04-11 12:42:02 main:574] : INFO : Epoch 1741 | loss: 0.0310625 | val_loss: 0.0311207 | Time: 2491.92 ms
[2022-04-11 12:42:05 main:574] : INFO : Epoch 1742 | loss: 0.0310669 | val_loss: 0.0311254 | Time: 2490.93 ms
[2022-04-11 12:42:07 main:574] : INFO : Epoch 1743 | loss: 0.0310635 | val_loss: 0.0311208 | Time: 2489.02 ms
[2022-04-11 12:42:10 main:574] : INFO : Epoch 1744 | loss: 0.0310672 | val_loss: 0.0311198 | Time: 2494.04 ms
[2022-04-11 12:42:12 main:574] : INFO : Epoch 1745 | loss: 0.0310683 | val_loss: 0.0311176 | Time: 2489.25 ms
[2022-04-11 12:42:15 main:574] : INFO : Epoch 1746 | loss: 0.0310641 | val_loss: 0.0311189 | Time: 2492.39 ms
[2022-04-11 12:42:17 main:574] : INFO : Epoch 1747 | loss: 0.0310652 | val_loss: 0.0311142 | Time: 2497.66 ms
[2022-04-11 12:42:20 main:574] : INFO : Epoch 1748 | loss: 0.0310659 | val_loss: 0.031122 | Time: 2487.42 ms
[2022-04-11 12:42:22 main:574] : INFO : Epoch 1749 | loss: 0.0310649 | val_loss: 0.0311223 | Time: 2495.61 ms
[2022-04-11 12:42:25 main:574] : INFO : Epoch 1750 | loss: 0.0310686 | val_loss: 0.031116 | Time: 2487.78 ms
[2022-04-11 12:42:27 main:574] : INFO : Epoch 1751 | loss: 0.0310649 | val_loss: 0.0311295 | Time: 2496.17 ms
[2022-04-11 12:42:30 main:574] : INFO : Epoch 1752 | loss: 0.0310922 | val_loss: 0.0311363 | Time: 2494.15 ms
[2022-04-11 12:42:32 main:574] : INFO : Epoch 1753 | loss: 0.031123 | val_loss: 0.0311364 | Time: 2496.19 ms
[2022-04-11 12:42:35 main:574] : INFO : Epoch 1754 | loss: 0.0311167 | val_loss: 0.0311327 | Time: 2490.65 ms
[2022-04-11 12:42:37 main:574] : INFO : Epoch 1755 | loss: 0.0311065 | val_loss: 0.031128 | Time: 2496.43 ms
[2022-04-11 12:42:40 main:574] : INFO : Epoch 1756 | loss: 0.0310987 | val_loss: 0.0311307 | Time: 2487.46 ms
[2022-04-11 12:42:42 main:574] : INFO : Epoch 1757 | loss: 0.0310952 | val_loss: 0.0311242 | Time: 2493.67 ms
[2022-04-11 12:42:45 main:574] : INFO : Epoch 1758 | loss: 0.0310873 | val_loss: 0.0311233 | Time: 2482.44 ms
[2022-04-11 12:42:48 main:574] : INFO : Epoch 1759 | loss: 0.0310834 | val_loss: 0.0311253 | Time: 2490.99 ms
[2022-04-11 12:42:50 main:574] : INFO : Epoch 1760 | loss: 0.031081 | val_loss: 0.0311246 | Time: 2485.41 ms
[2022-04-11 12:42:53 main:574] : INFO : Epoch 1761 | loss: 0.0310879 | val_loss: 0.0311254 | Time: 2489.32 ms
[2022-04-11 12:42:55 main:574] : INFO : Epoch 1762 | loss: 0.0311186 | val_loss: 0.0311366 | Time: 2486.95 ms
[2022-04-11 12:42:58 main:574] : INFO : Epoch 1763 | loss: 0.0310948 | val_loss: 0.0311237 | Time: 2491.33 ms
[2022-04-11 12:43:00 main:574] : INFO : Epoch 1764 | loss: 0.0310883 | val_loss: 0.0311201 | Time: 2491.83 ms
[2022-04-11 12:43:03 main:574] : INFO : Epoch 1765 | loss: 0.0310836 | val_loss: 0.0311215 | Time: 2493.97 ms
[2022-04-11 12:43:05 main:574] : INFO : Epoch 1766 | loss: 0.0310784 | val_loss: 0.031122 | Time: 2492.71 ms
[2022-04-11 12:43:08 main:574] : INFO : Epoch 1767 | loss: 0.0310782 | val_loss: 0.0311245 | Time: 2495.42 ms
[2022-04-11 12:43:10 main:574] : INFO : Epoch 1768 | loss: 0.0310766 | val_loss: 0.0311232 | Time: 2498.94 ms
[2022-04-11 12:43:13 main:574] : INFO : Epoch 1769 | loss: 0.0310765 | val_loss: 0.0311255 | Time: 2486.75 ms
[2022-04-11 12:43:15 main:574] : INFO : Epoch 1770 | loss: 0.031076 | val_loss: 0.0311203 | Time: 2487.7 ms
[2022-04-11 12:43:18 main:574] : INFO : Epoch 1771 | loss: 0.031074 | val_loss: 0.0311217 | Time: 2493.12 ms
[2022-04-11 12:43:20 main:574] : INFO : Epoch 1772 | loss: 0.0310724 | val_loss: 0.0311197 | Time: 2492.09 ms
[2022-04-11 12:43:23 main:574] : INFO : Epoch 1773 | loss: 0.0310705 | val_loss: 0.0311216 | Time: 2492.73 ms
[2022-04-11 12:43:25 main:574] : INFO : Epoch 1774 | loss: 0.0310707 | val_loss: 0.0311225 | Time: 2491.84 ms
[2022-04-11 12:43:28 main:574] : INFO : Epoch 1775 | loss: 0.0310716 | val_loss: 0.0311225 | Time: 2494.93 ms
[2022-04-11 12:43:30 main:574] : INFO : Epoch 1776 | loss: 0.0310703 | val_loss: 0.0311227 | Time: 2488.49 ms
[2022-04-11 12:43:33 main:574] : INFO : Epoch 1777 | loss: 0.0310737 | val_loss: 0.0311212 | Time: 2487.33 ms
[2022-04-11 12:43:36 main:574] : INFO : Epoch 1778 | loss: 0.0310751 | val_loss: 0.0311256 | Time: 2490.28 ms
[2022-04-11 12:43:38 main:574] : INFO : Epoch 1779 | loss: 0.0310747 | val_loss: 0.031123 | Time: 2490.77 ms
[2022-04-11 12:43:41 main:574] : INFO : Epoch 1780 | loss: 0.0310731 | val_loss: 0.0311227 | Time: 2495.56 ms
[2022-04-11 12:43:44 main:574] : INFO : Epoch 1781 | loss: 0.0310726 | val_loss: 0.0311194 | Time: 2488.97 ms
[2022-04-11 12:43:46 main:574] : INFO : Epoch 1782 | loss: 0.0310754 | val_loss: 0.0311214 | Time: 2492.93 ms
[2022-04-11 12:43:49 main:574] : INFO : Epoch 1783 | loss: 0.0310766 | val_loss: 0.0311205 | Time: 2494.13 ms
[2022-04-11 12:43:51 main:574] : INFO : Epoch 1784 | loss: 0.0310795 | val_loss: 0.031128 | Time: 2495.09 ms
[2022-04-11 12:43:54 main:574] : INFO : Epoch 1785 | loss: 0.0310774 | val_loss: 0.0311251 | Time: 2494.79 ms
[2022-04-11 12:43:57 main:574] : INFO : Epoch 1786 | loss: 0.0310756 | val_loss: 0.0311228 | Time: 2498.09 ms
[2022-04-11 12:43:59 main:574] : INFO : Epoch 1787 | loss: 0.0310706 | val_loss: 0.0311257 | Time: 2497.32 ms
[2022-04-11 12:44:02 main:574] : INFO : Epoch 1788 | loss: 0.0310703 | val_loss: 0.0311195 | Time: 2492.29 ms
[2022-04-11 12:44:04 main:574] : INFO : Epoch 1789 | loss: 0.0310697 | val_loss: 0.0311212 | Time: 2494.65 ms
[2022-04-11 12:44:07 main:574] : INFO : Epoch 1790 | loss: 0.0310696 | val_loss: 0.0311221 | Time: 2501.18 ms
[2022-04-11 12:44:09 main:574] : INFO : Epoch 1791 | loss: 0.0310737 | val_loss: 0.0311226 | Time: 2492.16 ms
[2022-04-11 12:44:12 main:574] : INFO : Epoch 1792 | loss: 0.0310756 | val_loss: 0.0311222 | Time: 2489.67 ms
[2022-04-11 12:44:14 main:574] : INFO : Epoch 1793 | loss: 0.0310803 | val_loss: 0.0311233 | Time: 2491.53 ms
[2022-04-11 12:44:17 main:574] : INFO : Epoch 1794 | loss: 0.0310789 | val_loss: 0.0311161 | Time: 2490.61 ms
[2022-04-11 12:44:19 main:574] : INFO : Epoch 1795 | loss: 0.0310752 | val_loss: 0.0311204 | Time: 2497.53 ms
[2022-04-11 12:44:22 main:574] : INFO : Epoch 1796 | loss: 0.0310763 | val_loss: 0.0311158 | Time: 2490.53 ms
[2022-04-11 12:44:24 main:574] : INFO : Epoch 1797 | loss: 0.031073 | val_loss: 0.0311214 | Time: 2491.4 ms
[2022-04-11 12:44:27 main:574] : INFO : Epoch 1798 | loss: 0.0310747 | val_loss: 0.0311255 | Time: 2484.7 ms
[2022-04-11 12:44:29 main:574] : INFO : Epoch 1799 | loss: 0.0310746 | val_loss: 0.0311236 | Time: 2494.31 ms
[2022-04-11 12:44:32 main:574] : INFO : Epoch 1800 | loss: 0.0310692 | val_loss: 0.0311288 | Time: 2494.91 ms
[2022-04-11 12:44:34 main:574] : INFO : Epoch 1801 | loss: 0.0310688 | val_loss: 0.0311282 | Time: 2491.63 ms
[2022-04-11 12:44:37 main:574] : INFO : Epoch 1802 | loss: 0.0310667 | val_loss: 0.0311177 | Time: 2484.05 ms
[2022-04-11 12:44:39 main:574] : INFO : Epoch 1803 | loss: 0.0310683 | val_loss: 0.0311207 | Time: 2491.1 ms
[2022-04-11 12:44:42 main:574] : INFO : Epoch 1804 | loss: 0.0310641 | val_loss: 0.0311287 | Time: 2492.83 ms
[2022-04-11 12:44:45 main:574] : INFO : Epoch 1805 | loss: 0.0310659 | val_loss: 0.0311258 | Time: 2491.68 ms
[2022-04-11 12:44:47 main:574] : INFO : Epoch 1806 | loss: 0.031073 | val_loss: 0.0311545 | Time: 2490.49 ms
[2022-04-11 12:44:50 main:574] : INFO : Epoch 1807 | loss: 0.0311418 | val_loss: 0.03118 | Time: 2492.71 ms
[2022-04-11 12:44:52 main:574] : INFO : Epoch 1808 | loss: 0.0311609 | val_loss: 0.0311746 | Time: 2496.02 ms
[2022-04-11 12:44:55 main:574] : INFO : Epoch 1809 | loss: 0.0311522 | val_loss: 0.0311637 | Time: 2498.84 ms
[2022-04-11 12:44:57 main:574] : INFO : Epoch 1810 | loss: 0.0311677 | val_loss: 0.0311677 | Time: 2494.83 ms
[2022-04-11 12:45:00 main:574] : INFO : Epoch 1811 | loss: 0.0311651 | val_loss: 0.0311595 | Time: 2497.15 ms
[2022-04-11 12:45:02 main:574] : INFO : Epoch 1812 | loss: 0.0311525 | val_loss: 0.0311529 | Time: 2485.87 ms
[2022-04-11 12:45:05 main:574] : INFO : Epoch 1813 | loss: 0.0311483 | val_loss: 0.0311455 | Time: 2490.41 ms
[2022-04-11 12:45:07 main:574] : INFO : Epoch 1814 | loss: 0.0311457 | val_loss: 0.031144 | Time: 2497.03 ms
[2022-04-11 12:45:10 main:574] : INFO : Epoch 1815 | loss: 0.0311392 | val_loss: 0.0311388 | Time: 2501.56 ms
[2022-04-11 12:45:12 main:574] : INFO : Epoch 1816 | loss: 0.0311378 | val_loss: 0.0311388 | Time: 2496.73 ms
[2022-04-11 12:45:15 main:574] : INFO : Epoch 1817 | loss: 0.031139 | val_loss: 0.0311436 | Time: 2495.05 ms
[2022-04-11 12:45:18 main:574] : INFO : Epoch 1818 | loss: 0.0311447 | val_loss: 0.0311599 | Time: 2490.55 ms
[2022-04-11 12:45:20 main:574] : INFO : Epoch 1819 | loss: 0.0311603 | val_loss: 0.0311616 | Time: 2499.46 ms
[2022-04-11 12:45:25 main:574] : INFO : Epoch 1820 | loss: 0.0311569 | val_loss: 0.0311557 | Time: 2502.74 ms
[2022-04-11 12:45:28 main:574] : INFO : Epoch 1821 | loss: 0.0311505 | val_loss: 0.0311478 | Time: 2498.86 ms
[2022-04-11 12:45:31 main:574] : INFO : Epoch 1822 | loss: 0.0311461 | val_loss: 0.031146 | Time: 2495.61 ms
[2022-04-11 12:45:33 main:574] : INFO : Epoch 1823 | loss: 0.0311445 | val_loss: 0.0311463 | Time: 2489.92 ms
[2022-04-11 12:45:36 main:574] : INFO : Epoch 1824 | loss: 0.0311423 | val_loss: 0.031146 | Time: 2493.8 ms
[2022-04-11 12:45:38 main:574] : INFO : Epoch 1825 | loss: 0.0311387 | val_loss: 0.0311394 | Time: 2501.53 ms
[2022-04-11 12:45:41 main:574] : INFO : Epoch 1826 | loss: 0.0311355 | val_loss: 0.031141 | Time: 2490.21 ms
[2022-04-11 12:45:43 main:574] : INFO : Epoch 1827 | loss: 0.031134 | val_loss: 0.0311419 | Time: 2496.19 ms
[2022-04-11 12:45:46 main:574] : INFO : Epoch 1828 | loss: 0.031133 | val_loss: 0.0311398 | Time: 2496.02 ms
[2022-04-11 12:45:48 main:574] : INFO : Epoch 1829 | loss: 0.0311304 | val_loss: 0.0311398 | Time: 2498.67 ms
[2022-04-11 12:45:51 main:574] : INFO : Epoch 1830 | loss: 0.0311274 | val_loss: 0.0311364 | Time: 2495.89 ms
[2022-04-11 12:45:54 main:574] : INFO : Epoch 1831 | loss: 0.0311257 | val_loss: 0.031139 | Time: 2495.92 ms
[2022-04-11 12:45:56 main:574] : INFO : Epoch 1832 | loss: 0.0311261 | val_loss: 0.0311364 | Time: 2490.16 ms
[2022-04-11 12:45:59 main:574] : INFO : Epoch 1833 | loss: 0.0311263 | val_loss: 0.0311411 | Time: 2489.47 ms
[2022-04-11 12:46:01 main:574] : INFO : Epoch 1834 | loss: 0.0311249 | val_loss: 0.0311374 | Time: 2490.61 ms
[2022-04-11 12:46:04 main:574] : INFO : Epoch 1835 | loss: 0.031124 | val_loss: 0.0311391 | Time: 2490.77 ms
[2022-04-11 12:46:06 main:574] : INFO : Epoch 1836 | loss: 0.0311232 | val_loss: 0.0311368 | Time: 2485.54 ms
[2022-04-11 12:46:09 main:574] : INFO : Epoch 1837 | loss: 0.0311236 | val_loss: 0.0311394 | Time: 2493.08 ms
[2022-04-11 12:46:11 main:574] : INFO : Epoch 1838 | loss: 0.031123 | val_loss: 0.0311377 | Time: 2489.94 ms
[2022-04-11 12:46:14 main:574] : INFO : Epoch 1839 | loss: 0.0311221 | val_loss: 0.0311388 | Time: 2500.59 ms
[2022-04-11 12:46:17 main:574] : INFO : Epoch 1840 | loss: 0.0311207 | val_loss: 0.0311362 | Time: 2489.97 ms
[2022-04-11 12:46:19 main:574] : INFO : Epoch 1841 | loss: 0.0311208 | val_loss: 0.0311383 | Time: 2486.34 ms
[2022-04-11 12:46:22 main:574] : INFO : Epoch 1842 | loss: 0.0311189 | val_loss: 0.0311342 | Time: 2493.83 ms
[2022-04-11 12:46:24 main:574] : INFO : Epoch 1843 | loss: 0.0311254 | val_loss: 0.0311432 | Time: 2496.51 ms
[2022-04-11 12:46:27 main:574] : INFO : Epoch 1844 | loss: 0.0311232 | val_loss: 0.0311418 | Time: 2486.58 ms
[2022-04-11 12:46:29 main:574] : INFO : Epoch 1845 | loss: 0.0311194 | val_loss: 0.0311347 | Time: 2498.62 ms
[2022-04-11 12:46:32 main:574] : INFO : Epoch 1846 | loss: 0.0311254 | val_loss: 0.0311404 | Time: 2489.1 ms
[2022-04-11 12:46:34 main:574] : INFO : Epoch 1847 | loss: 0.0311253 | val_loss: 0.0311345 | Time: 2492.58 ms
[2022-04-11 12:46:37 main:574] : INFO : Epoch 1848 | loss: 0.0311268 | val_loss: 0.0311483 | Time: 2494.9 ms
[2022-04-11 12:46:39 main:574] : INFO : Epoch 1849 | loss: 0.0311471 | val_loss: 0.031157 | Time: 2500.29 ms
[2022-04-11 12:46:42 main:574] : INFO : Epoch 1850 | loss: 0.0311494 | val_loss: 0.0311557 | Time: 2484.5 ms
[2022-04-11 12:46:44 main:574] : INFO : Epoch 1851 | loss: 0.0311479 | val_loss: 0.0311546 | Time: 2497.88 ms
[2022-04-11 12:46:47 main:574] : INFO : Epoch 1852 | loss: 0.0311447 | val_loss: 0.0311536 | Time: 2487.46 ms
[2022-04-11 12:46:49 main:574] : INFO : Epoch 1853 | loss: 0.0311407 | val_loss: 0.0311462 | Time: 2499.91 ms
[2022-04-11 12:46:52 main:574] : INFO : Epoch 1854 | loss: 0.0311371 | val_loss: 0.0311457 | Time: 2487.41 ms
[2022-04-11 12:46:55 main:574] : INFO : Epoch 1855 | loss: 0.0311351 | val_loss: 0.0311454 | Time: 2492.67 ms
[2022-04-11 12:46:57 main:574] : INFO : Epoch 1856 | loss: 0.0311342 | val_loss: 0.0311459 | Time: 2493.03 ms
[2022-04-11 12:47:00 main:574] : INFO : Epoch 1857 | loss: 0.0311331 | val_loss: 0.031146 | Time: 2488.8 ms
[2022-04-11 12:47:02 main:574] : INFO : Epoch 1858 | loss: 0.0311321 | val_loss: 0.031144 | Time: 2488.91 ms
[2022-04-11 12:47:05 main:574] : INFO : Epoch 1859 | loss: 0.0311303 | val_loss: 0.0311441 | Time: 2493.76 ms
[2022-04-11 12:47:07 main:574] : INFO : Epoch 1860 | loss: 0.0311312 | val_loss: 0.0311454 | Time: 2487.82 ms
[2022-04-11 12:47:10 main:574] : INFO : Epoch 1861 | loss: 0.0311318 | val_loss: 0.0311489 | Time: 2488.34 ms
[2022-04-11 12:47:12 main:574] : INFO : Epoch 1862 | loss: 0.0311328 | val_loss: 0.0311468 | Time: 2494.17 ms
[2022-04-11 12:47:15 main:574] : INFO : Epoch 1863 | loss: 0.0311331 | val_loss: 0.0311463 | Time: 2497.92 ms
[2022-04-11 12:47:17 main:574] : INFO : Epoch 1864 | loss: 0.0311424 | val_loss: 0.031145 | Time: 2491.88 ms
[2022-04-11 12:47:20 main:574] : INFO : Epoch 1865 | loss: 0.0311408 | val_loss: 0.0311462 | Time: 2491.57 ms
[2022-04-11 12:47:22 main:574] : INFO : Epoch 1866 | loss: 0.0311361 | val_loss: 0.0311424 | Time: 2491.53 ms
[2022-04-11 12:47:25 main:574] : INFO : Epoch 1867 | loss: 0.0311333 | val_loss: 0.0311378 | Time: 2492.97 ms
[2022-04-11 12:47:27 main:574] : INFO : Epoch 1868 | loss: 0.0311283 | val_loss: 0.0311372 | Time: 2487.42 ms
[2022-04-11 12:47:30 main:574] : INFO : Epoch 1869 | loss: 0.0311288 | val_loss: 0.031139 | Time: 2486.26 ms
[2022-04-11 12:47:32 main:574] : INFO : Epoch 1870 | loss: 0.0311287 | val_loss: 0.0311401 | Time: 2495.4 ms
[2022-04-11 12:47:35 main:574] : INFO : Epoch 1871 | loss: 0.0311306 | val_loss: 0.0311371 | Time: 2489.29 ms
[2022-04-11 12:47:38 main:574] : INFO : Epoch 1872 | loss: 0.0311292 | val_loss: 0.0311382 | Time: 2494.37 ms
[2022-04-11 12:47:40 main:574] : INFO : Epoch 1873 | loss: 0.0311287 | val_loss: 0.031136 | Time: 2496.94 ms
[2022-04-11 12:47:43 main:574] : INFO : Epoch 1874 | loss: 0.031131 | val_loss: 0.0311356 | Time: 2487.44 ms
[2022-04-11 12:47:45 main:574] : INFO : Epoch 1875 | loss: 0.031133 | val_loss: 0.0311407 | Time: 2494.68 ms
[2022-04-11 12:47:48 main:574] : INFO : Epoch 1876 | loss: 0.0311379 | val_loss: 0.0311365 | Time: 2491.33 ms
[2022-04-11 12:47:50 main:574] : INFO : Epoch 1877 | loss: 0.0311347 | val_loss: 0.0311394 | Time: 2492.3 ms
[2022-04-11 12:47:53 main:574] : INFO : Epoch 1878 | loss: 0.0311338 | val_loss: 0.0311382 | Time: 2483.09 ms
[2022-04-11 12:47:55 main:574] : INFO : Epoch 1879 | loss: 0.031135 | val_loss: 0.0311392 | Time: 2484.75 ms
[2022-04-11 12:47:58 main:574] : INFO : Epoch 1880 | loss: 0.0311351 | val_loss: 0.0311377 | Time: 2490.51 ms
[2022-04-11 12:48:00 main:574] : INFO : Epoch 1881 | loss: 0.0311339 | val_loss: 0.0311399 | Time: 2496.42 ms
[2022-04-11 12:48:03 main:574] : INFO : Epoch 1882 | loss: 0.0311325 | val_loss: 0.0311376 | Time: 2482.5 ms
[2022-04-11 12:48:05 main:574] : INFO : Epoch 1883 | loss: 0.0311299 | val_loss: 0.0311357 | Time: 2496.31 ms
[2022-04-11 12:48:08 main:574] : INFO : Epoch 1884 | loss: 0.0311295 | val_loss: 0.0311357 | Time: 2489.53 ms
[2022-04-11 12:48:10 main:574] : INFO : Epoch 1885 | loss: 0.0311309 | val_loss: 0.0311399 | Time: 2494.43 ms
[2022-04-11 12:48:13 main:574] : INFO : Epoch 1886 | loss: 0.0311357 | val_loss: 0.0311456 | Time: 2489.93 ms
[2022-04-11 12:48:15 main:574] : INFO : Epoch 1887 | loss: 0.0311337 | val_loss: 0.0311408 | Time: 2496.15 ms
[2022-04-11 12:48:18 main:574] : INFO : Epoch 1888 | loss: 0.0311326 | val_loss: 0.0311403 | Time: 2488.84 ms
[2022-04-11 12:48:21 main:574] : INFO : Epoch 1889 | loss: 0.0311331 | val_loss: 0.0311376 | Time: 2496.36 ms
[2022-04-11 12:48:23 main:574] : INFO : Epoch 1890 | loss: 0.0311332 | val_loss: 0.031139 | Time: 2490.77 ms
[2022-04-11 12:48:26 main:574] : INFO : Epoch 1891 | loss: 0.0311324 | val_loss: 0.0311402 | Time: 2492.96 ms
[2022-04-11 12:48:28 main:574] : INFO : Epoch 1892 | loss: 0.0311309 | val_loss: 0.0311376 | Time: 2491.22 ms
[2022-04-11 12:48:31 main:574] : INFO : Epoch 1893 | loss: 0.0311304 | val_loss: 0.0311395 | Time: 2499.2 ms
[2022-04-11 12:48:33 main:574] : INFO : Epoch 1894 | loss: 0.0311301 | val_loss: 0.0311347 | Time: 2491.55 ms
[2022-04-11 12:48:36 main:574] : INFO : Epoch 1895 | loss: 0.031131 | val_loss: 0.031134 | Time: 2503.58 ms
[2022-04-11 12:48:38 main:574] : INFO : Epoch 1896 | loss: 0.031129 | val_loss: 0.0311338 | Time: 2496.76 ms
[2022-04-11 12:48:41 main:574] : INFO : Epoch 1897 | loss: 0.0311271 | val_loss: 0.0311343 | Time: 2494.92 ms
[2022-04-11 12:48:43 main:574] : INFO : Epoch 1898 | loss: 0.0311274 | val_loss: 0.0311349 | Time: 2493.8 ms
[2022-04-11 12:48:46 main:574] : INFO : Epoch 1899 | loss: 0.0311329 | val_loss: 0.0311379 | Time: 2497.6 ms
[2022-04-11 12:48:49 main:574] : INFO : Epoch 1900 | loss: 0.0311319 | val_loss: 0.0311372 | Time: 2495.91 ms
[2022-04-11 12:48:51 main:574] : INFO : Epoch 1901 | loss: 0.0311313 | val_loss: 0.0311364 | Time: 2499.67 ms
[2022-04-11 12:48:54 main:574] : INFO : Epoch 1902 | loss: 0.0311316 | val_loss: 0.0311378 | Time: 2492.54 ms
[2022-04-11 12:48:56 main:574] : INFO : Epoch 1903 | loss: 0.031134 | val_loss: 0.0311363 | Time: 2495.71 ms
[2022-04-11 12:48:59 main:574] : INFO : Epoch 1904 | loss: 0.0311377 | val_loss: 0.0311431 | Time: 2490.79 ms
[2022-04-11 12:49:01 main:574] : INFO : Epoch 1905 | loss: 0.0311386 | val_loss: 0.0311432 | Time: 2494.89 ms
[2022-04-11 12:49:04 main:574] : INFO : Epoch 1906 | loss: 0.0311394 | val_loss: 0.0311438 | Time: 2493.97 ms
[2022-04-11 12:49:06 main:574] : INFO : Epoch 1907 | loss: 0.0311364 | val_loss: 0.0311406 | Time: 2500.62 ms
[2022-04-11 12:49:09 main:574] : INFO : Epoch 1908 | loss: 0.0311351 | val_loss: 0.0311398 | Time: 2492.17 ms
[2022-04-11 12:49:11 main:574] : INFO : Epoch 1909 | loss: 0.0311368 | val_loss: 0.0311456 | Time: 2499.32 ms
[2022-04-11 12:49:14 main:574] : INFO : Epoch 1910 | loss: 0.0311335 | val_loss: 0.0311428 | Time: 2493.15 ms
[2022-04-11 12:49:16 main:574] : INFO : Epoch 1911 | loss: 0.0311343 | val_loss: 0.0311455 | Time: 2491.16 ms
[2022-04-11 12:49:19 main:574] : INFO : Epoch 1912 | loss: 0.0311345 | val_loss: 0.031141 | Time: 2493.83 ms
[2022-04-11 12:49:22 main:574] : INFO : Epoch 1913 | loss: 0.031133 | val_loss: 0.0311419 | Time: 2492.93 ms
[2022-04-11 12:49:24 main:574] : INFO : Epoch 1914 | loss: 0.0311329 | val_loss: 0.0311394 | Time: 2489.82 ms
[2022-04-11 12:49:27 main:574] : INFO : Epoch 1915 | loss: 0.0311285 | val_loss: 0.0311407 | Time: 2495.28 ms
[2022-04-11 12:49:29 main:574] : INFO : Epoch 1916 | loss: 0.0311264 | val_loss: 0.0311391 | Time: 2487.46 ms
[2022-04-11 12:49:32 main:574] : INFO : Epoch 1917 | loss: 0.0311262 | val_loss: 0.0311364 | Time: 2492.12 ms
[2022-04-11 12:49:34 main:574] : INFO : Epoch 1918 | loss: 0.0311263 | val_loss: 0.0311378 | Time: 2488.56 ms
[2022-04-11 12:49:37 main:574] : INFO : Epoch 1919 | loss: 0.0311299 | val_loss: 0.0311432 | Time: 2492.4 ms
[2022-04-11 12:49:39 main:574] : INFO : Epoch 1920 | loss: 0.0311285 | val_loss: 0.0311373 | Time: 2491.02 ms
[2022-04-11 12:49:42 main:574] : INFO : Epoch 1921 | loss: 0.0311283 | val_loss: 0.0311368 | Time: 2499.42 ms
[2022-04-11 12:49:44 main:574] : INFO : Epoch 1922 | loss: 0.0311286 | val_loss: 0.0311364 | Time: 2481.29 ms
[2022-04-11 12:49:47 main:574] : INFO : Epoch 1923 | loss: 0.0311267 | val_loss: 0.0311403 | Time: 2495.22 ms
[2022-04-11 12:49:49 main:574] : INFO : Epoch 1924 | loss: 0.0311247 | val_loss: 0.0311342 | Time: 2492.11 ms
[2022-04-11 12:49:52 main:574] : INFO : Epoch 1925 | loss: 0.0311244 | val_loss: 0.0311358 | Time: 2494.99 ms
[2022-04-11 12:49:54 main:574] : INFO : Epoch 1926 | loss: 0.0311245 | val_loss: 0.0311405 | Time: 2486.05 ms
[2022-04-11 12:49:57 main:574] : INFO : Epoch 1927 | loss: 0.0311245 | val_loss: 0.0311362 | Time: 2488.46 ms
[2022-04-11 12:49:59 main:574] : INFO : Epoch 1928 | loss: 0.0311251 | val_loss: 0.0311319 | Time: 2485.35 ms
[2022-04-11 12:50:02 main:574] : INFO : Epoch 1929 | loss: 0.0311251 | val_loss: 0.0311335 | Time: 2498.73 ms
[2022-04-11 12:50:05 main:574] : INFO : Epoch 1930 | loss: 0.0311227 | val_loss: 0.0311325 | Time: 2486.03 ms
[2022-04-11 12:50:07 main:574] : INFO : Epoch 1931 | loss: 0.0311214 | val_loss: 0.0311343 | Time: 2486.09 ms
[2022-04-11 12:50:10 main:574] : INFO : Epoch 1932 | loss: 0.0311219 | val_loss: 0.0311359 | Time: 2488.85 ms
[2022-04-11 12:50:12 main:574] : INFO : Epoch 1933 | loss: 0.0311202 | val_loss: 0.0311332 | Time: 2489.32 ms
[2022-04-11 12:50:15 main:574] : INFO : Epoch 1934 | loss: 0.0311197 | val_loss: 0.0311341 | Time: 2488.58 ms
[2022-04-11 12:50:17 main:574] : INFO : Epoch 1935 | loss: 0.0311194 | val_loss: 0.0311327 | Time: 2491.09 ms
[2022-04-11 12:50:20 main:574] : INFO : Epoch 1936 | loss: 0.0311219 | val_loss: 0.0311368 | Time: 2493.09 ms
[2022-04-11 12:50:22 main:574] : INFO : Epoch 1937 | loss: 0.0311215 | val_loss: 0.031132 | Time: 2491.83 ms
[2022-04-11 12:50:25 main:574] : INFO : Epoch 1938 | loss: 0.0311188 | val_loss: 0.0311311 | Time: 2489.9 ms
[2022-04-11 12:50:27 main:574] : INFO : Epoch 1939 | loss: 0.0311192 | val_loss: 0.0311337 | Time: 2495.08 ms
[2022-04-11 12:50:30 main:574] : INFO : Epoch 1940 | loss: 0.0311194 | val_loss: 0.0311322 | Time: 2484.88 ms
[2022-04-11 12:50:32 main:574] : INFO : Epoch 1941 | loss: 0.03112 | val_loss: 0.0311359 | Time: 2492.02 ms
[2022-04-11 12:50:35 main:574] : INFO : Epoch 1942 | loss: 0.0311218 | val_loss: 0.0311321 | Time: 2495.09 ms
[2022-04-11 12:50:37 main:574] : INFO : Epoch 1943 | loss: 0.0311205 | val_loss: 0.0311313 | Time: 2492.33 ms
[2022-04-11 12:50:40 main:574] : INFO : Epoch 1944 | loss: 0.0311319 | val_loss: 0.0311463 | Time: 2489.07 ms
[2022-04-11 12:50:43 main:574] : INFO : Epoch 1945 | loss: 0.0311455 | val_loss: 0.0311473 | Time: 2496.93 ms
[2022-04-11 12:50:45 main:574] : INFO : Epoch 1946 | loss: 0.0311434 | val_loss: 0.0311475 | Time: 2489.73 ms
[2022-04-11 12:50:48 main:574] : INFO : Epoch 1947 | loss: 0.0311406 | val_loss: 0.0311471 | Time: 2500.57 ms
[2022-04-11 12:50:50 main:574] : INFO : Epoch 1948 | loss: 0.0311418 | val_loss: 0.0311447 | Time: 2489.24 ms
[2022-04-11 12:50:53 main:574] : INFO : Epoch 1949 | loss: 0.0311376 | val_loss: 0.0311442 | Time: 2492.06 ms
[2022-04-11 12:50:55 main:574] : INFO : Epoch 1950 | loss: 0.0311352 | val_loss: 0.0311436 | Time: 2491.61 ms
[2022-04-11 12:50:58 main:574] : INFO : Epoch 1951 | loss: 0.0311337 | val_loss: 0.0311438 | Time: 2495.22 ms
[2022-04-11 12:51:00 main:574] : INFO : Epoch 1952 | loss: 0.0311332 | val_loss: 0.0311392 | Time: 2488.8 ms
[2022-04-11 12:51:03 main:574] : INFO : Epoch 1953 | loss: 0.0311335 | val_loss: 0.0311406 | Time: 2494.46 ms
[2022-04-11 12:51:05 main:574] : INFO : Epoch 1954 | loss: 0.0311341 | val_loss: 0.0311387 | Time: 2486.67 ms
[2022-04-11 12:51:08 main:574] : INFO : Epoch 1955 | loss: 0.0311345 | val_loss: 0.0311416 | Time: 2495.42 ms
[2022-04-11 12:51:10 main:574] : INFO : Epoch 1956 | loss: 0.0311366 | val_loss: 0.0311358 | Time: 2487.72 ms
[2022-04-11 12:51:13 main:574] : INFO : Epoch 1957 | loss: 0.0311325 | val_loss: 0.0311372 | Time: 2494.33 ms
[2022-04-11 12:51:15 main:574] : INFO : Epoch 1958 | loss: 0.0311318 | val_loss: 0.0311355 | Time: 2481.69 ms
[2022-04-11 12:51:18 main:574] : INFO : Epoch 1959 | loss: 0.0311294 | val_loss: 0.0311346 | Time: 2490.51 ms
[2022-04-11 12:51:20 main:574] : INFO : Epoch 1960 | loss: 0.0311284 | val_loss: 0.0311365 | Time: 2489.24 ms
[2022-04-11 12:51:23 main:574] : INFO : Epoch 1961 | loss: 0.0311296 | val_loss: 0.0311367 | Time: 2495.6 ms
[2022-04-11 12:51:26 main:574] : INFO : Epoch 1962 | loss: 0.0311263 | val_loss: 0.031137 | Time: 2495.84 ms
[2022-04-11 12:51:28 main:574] : INFO : Epoch 1963 | loss: 0.0311252 | val_loss: 0.0311374 | Time: 2494.56 ms
[2022-04-11 12:51:31 main:574] : INFO : Epoch 1964 | loss: 0.0311276 | val_loss: 0.031135 | Time: 2485.44 ms
[2022-04-11 12:51:33 main:574] : INFO : Epoch 1965 | loss: 0.0311224 | val_loss: 0.0311336 | Time: 2492.06 ms
[2022-04-11 12:51:36 main:574] : INFO : Epoch 1966 | loss: 0.0311245 | val_loss: 0.0311347 | Time: 2488.54 ms
[2022-04-11 12:51:38 main:574] : INFO : Epoch 1967 | loss: 0.0311221 | val_loss: 0.031134 | Time: 2496.81 ms
[2022-04-11 12:51:41 main:574] : INFO : Epoch 1968 | loss: 0.0311195 | val_loss: 0.0311352 | Time: 2489.6 ms
[2022-04-11 12:51:43 main:574] : INFO : Epoch 1969 | loss: 0.0311197 | val_loss: 0.0311356 | Time: 2488.98 ms
[2022-04-11 12:51:46 main:574] : INFO : Epoch 1970 | loss: 0.031119 | val_loss: 0.0311345 | Time: 2489.33 ms
[2022-04-11 12:51:48 main:574] : INFO : Epoch 1971 | loss: 0.03112 | val_loss: 0.0311333 | Time: 2498.64 ms
[2022-04-11 12:51:51 main:574] : INFO : Epoch 1972 | loss: 0.031119 | val_loss: 0.0311314 | Time: 2486.85 ms
[2022-04-11 12:51:53 main:574] : INFO : Epoch 1973 | loss: 0.0311178 | val_loss: 0.0311289 | Time: 2490.9 ms
[2022-04-11 12:51:56 main:574] : INFO : Epoch 1974 | loss: 0.0311172 | val_loss: 0.0311298 | Time: 2493.43 ms
[2022-04-11 12:51:58 main:574] : INFO : Epoch 1975 | loss: 0.0311179 | val_loss: 0.0311302 | Time: 2487.1 ms
[2022-04-11 12:52:01 main:574] : INFO : Epoch 1976 | loss: 0.0311174 | val_loss: 0.0311316 | Time: 2484.31 ms
[2022-04-11 12:52:04 main:574] : INFO : Epoch 1977 | loss: 0.0311173 | val_loss: 0.0311359 | Time: 2494.68 ms
[2022-04-11 12:52:06 main:574] : INFO : Epoch 1978 | loss: 0.0311166 | val_loss: 0.0311273 | Time: 2489.88 ms
[2022-04-11 12:52:09 main:574] : INFO : Epoch 1979 | loss: 0.0311188 | val_loss: 0.0311299 | Time: 2499.7 ms
[2022-04-11 12:52:11 main:574] : INFO : Epoch 1980 | loss: 0.0311205 | val_loss: 0.0311328 | Time: 2493.13 ms
[2022-04-11 12:52:14 main:574] : INFO : Epoch 1981 | loss: 0.0311182 | val_loss: 0.0311324 | Time: 2492.4 ms
[2022-04-11 12:52:16 main:574] : INFO : Epoch 1982 | loss: 0.0311176 | val_loss: 0.0311333 | Time: 2483.59 ms
[2022-04-11 12:52:19 main:574] : INFO : Epoch 1983 | loss: 0.031116 | val_loss: 0.0311337 | Time: 2497.33 ms
[2022-04-11 12:52:21 main:574] : INFO : Epoch 1984 | loss: 0.0311147 | val_loss: 0.0311328 | Time: 2488.76 ms
[2022-04-11 12:52:24 main:574] : INFO : Epoch 1985 | loss: 0.0311159 | val_loss: 0.0311338 | Time: 2489.94 ms
[2022-04-11 12:52:26 main:574] : INFO : Epoch 1986 | loss: 0.0311151 | val_loss: 0.0311362 | Time: 2495 ms
[2022-04-11 12:52:29 main:574] : INFO : Epoch 1987 | loss: 0.0311162 | val_loss: 0.0311363 | Time: 2493.92 ms
[2022-04-11 12:52:31 main:574] : INFO : Epoch 1988 | loss: 0.0311141 | val_loss: 0.0311311 | Time: 2483.12 ms
[2022-04-11 12:52:34 main:574] : INFO : Epoch 1989 | loss: 0.0311125 | val_loss: 0.0311329 | Time: 2495.08 ms
[2022-04-11 12:52:36 main:574] : INFO : Epoch 1990 | loss: 0.0311121 | val_loss: 0.0311341 | Time: 2490.41 ms
[2022-04-11 12:52:39 main:574] : INFO : Epoch 1991 | loss: 0.0311118 | val_loss: 0.031134 | Time: 2485.7 ms
[2022-04-11 12:52:41 main:574] : INFO : Epoch 1992 | loss: 0.0311137 | val_loss: 0.0311365 | Time: 2493.47 ms
[2022-04-11 12:52:44 main:574] : INFO : Epoch 1993 | loss: 0.031113 | val_loss: 0.0311366 | Time: 2498.15 ms
[2022-04-11 12:52:46 main:574] : INFO : Epoch 1994 | loss: 0.0311126 | val_loss: 0.0311351 | Time: 2490.77 ms
[2022-04-11 12:52:49 main:574] : INFO : Epoch 1995 | loss: 0.0311111 | val_loss: 0.0311322 | Time: 2501.01 ms
[2022-04-11 12:52:52 main:574] : INFO : Epoch 1996 | loss: 0.0311104 | val_loss: 0.0311347 | Time: 2485.67 ms
[2022-04-11 12:52:54 main:574] : INFO : Epoch 1997 | loss: 0.0311094 | val_loss: 0.031132 | Time: 2490.04 ms
[2022-04-11 12:52:57 main:574] : INFO : Epoch 1998 | loss: 0.0311093 | val_loss: 0.0311295 | Time: 2496.9 ms
[2022-04-11 12:52:59 main:574] : INFO : Epoch 1999 | loss: 0.0311104 | val_loss: 0.0311318 | Time: 2487.74 ms
[2022-04-11 12:53:02 main:574] : INFO : Epoch 2000 | loss: 0.0311091 | val_loss: 0.0311323 | Time: 2491.93 ms
[2022-04-11 12:53:04 main:574] : INFO : Epoch 2001 | loss: 0.0311147 | val_loss: 0.0311343 | Time: 2492.02 ms
[2022-04-11 12:53:07 main:574] : INFO : Epoch 2002 | loss: 0.0311389 | val_loss: 0.0311583 | Time: 2486.61 ms
[2022-04-11 12:53:09 main:574] : INFO : Epoch 2003 | loss: 0.0311477 | val_loss: 0.0311517 | Time: 2487.27 ms
[2022-04-11 12:53:12 main:574] : INFO : Epoch 2004 | loss: 0.0311416 | val_loss: 0.0311428 | Time: 2490.77 ms
[2022-04-11 12:53:14 main:574] : INFO : Epoch 2005 | loss: 0.0311374 | val_loss: 0.031142 | Time: 2493.39 ms
[2022-04-11 12:53:17 main:574] : INFO : Epoch 2006 | loss: 0.0311346 | val_loss: 0.0311384 | Time: 2492.05 ms
[2022-04-11 12:53:19 main:574] : INFO : Epoch 2007 | loss: 0.0311332 | val_loss: 0.0311411 | Time: 2493.04 ms
[2022-04-11 12:53:22 main:574] : INFO : Epoch 2008 | loss: 0.0311299 | val_loss: 0.0311406 | Time: 2484.21 ms
[2022-04-11 12:53:24 main:574] : INFO : Epoch 2009 | loss: 0.0311295 | val_loss: 0.0311419 | Time: 2486.31 ms
[2022-04-11 12:53:27 main:574] : INFO : Epoch 2010 | loss: 0.0311291 | val_loss: 0.0311423 | Time: 2493.22 ms
[2022-04-11 12:53:29 main:574] : INFO : Epoch 2011 | loss: 0.0311285 | val_loss: 0.0311424 | Time: 2492.01 ms
[2022-04-11 12:53:32 main:574] : INFO : Epoch 2012 | loss: 0.0311267 | val_loss: 0.0311428 | Time: 2492.21 ms
[2022-04-11 12:53:35 main:574] : INFO : Epoch 2013 | loss: 0.0311248 | val_loss: 0.0311405 | Time: 2490.24 ms
[2022-04-11 12:53:37 main:574] : INFO : Epoch 2014 | loss: 0.0311236 | val_loss: 0.0311418 | Time: 2495.22 ms
[2022-04-11 12:53:40 main:574] : INFO : Epoch 2015 | loss: 0.0311253 | val_loss: 0.0311383 | Time: 2493.03 ms
[2022-04-11 12:53:42 main:574] : INFO : Epoch 2016 | loss: 0.031123 | val_loss: 0.0311363 | Time: 2489.18 ms
[2022-04-11 12:53:45 main:574] : INFO : Epoch 2017 | loss: 0.0311216 | val_loss: 0.0311442 | Time: 2496.96 ms
[2022-04-11 12:53:47 main:574] : INFO : Epoch 2018 | loss: 0.031122 | val_loss: 0.0311399 | Time: 2489.83 ms
[2022-04-11 12:53:50 main:574] : INFO : Epoch 2019 | loss: 0.0311206 | val_loss: 0.0311405 | Time: 2495.13 ms
[2022-04-11 12:53:52 main:574] : INFO : Epoch 2020 | loss: 0.031117 | val_loss: 0.0311433 | Time: 2482.71 ms
[2022-04-11 12:53:55 main:574] : INFO : Epoch 2021 | loss: 0.0311157 | val_loss: 0.031141 | Time: 2498.61 ms
[2022-04-11 12:53:57 main:574] : INFO : Epoch 2022 | loss: 0.0311144 | val_loss: 0.0311363 | Time: 2485.96 ms
[2022-04-11 12:54:00 main:574] : INFO : Epoch 2023 | loss: 0.0311137 | val_loss: 0.0311399 | Time: 2494.76 ms
[2022-04-11 12:54:02 main:574] : INFO : Epoch 2024 | loss: 0.0311134 | val_loss: 0.031139 | Time: 2490.55 ms
[2022-04-11 12:54:05 main:574] : INFO : Epoch 2025 | loss: 0.0311129 | val_loss: 0.0311388 | Time: 2494.72 ms
[2022-04-11 12:54:07 main:574] : INFO : Epoch 2026 | loss: 0.0311129 | val_loss: 0.0311375 | Time: 2489.73 ms
[2022-04-11 12:54:10 main:574] : INFO : Epoch 2027 | loss: 0.031111 | val_loss: 0.0311406 | Time: 2494.26 ms
[2022-04-11 12:54:12 main:574] : INFO : Epoch 2028 | loss: 0.0311111 | val_loss: 0.0311454 | Time: 2488.31 ms
[2022-04-11 12:54:15 main:574] : INFO : Epoch 2029 | loss: 0.0311135 | val_loss: 0.0311454 | Time: 2502.81 ms
[2022-04-11 12:54:17 main:574] : INFO : Epoch 2030 | loss: 0.0311142 | val_loss: 0.0311445 | Time: 2490.84 ms
[2022-04-11 12:54:20 main:574] : INFO : Epoch 2031 | loss: 0.0311122 | val_loss: 0.0311358 | Time: 2496.46 ms
[2022-04-11 12:54:23 main:574] : INFO : Epoch 2032 | loss: 0.0311084 | val_loss: 0.031133 | Time: 2486.35 ms
[2022-04-11 12:54:25 main:574] : INFO : Epoch 2033 | loss: 0.0311074 | val_loss: 0.0311351 | Time: 2496.55 ms
[2022-04-11 12:54:28 main:574] : INFO : Epoch 2034 | loss: 0.0311077 | val_loss: 0.0311359 | Time: 2493.61 ms
[2022-04-11 12:54:30 main:574] : INFO : Epoch 2035 | loss: 0.0311076 | val_loss: 0.0311355 | Time: 2492.86 ms
[2022-04-11 12:54:33 main:574] : INFO : Epoch 2036 | loss: 0.0311077 | val_loss: 0.0311389 | Time: 2489.9 ms
[2022-04-11 12:54:35 main:574] : INFO : Epoch 2037 | loss: 0.0311096 | val_loss: 0.0311311 | Time: 2494.99 ms
[2022-04-11 12:54:38 main:574] : INFO : Epoch 2038 | loss: 0.0311084 | val_loss: 0.0311315 | Time: 2491.81 ms
[2022-04-11 12:54:40 main:574] : INFO : Epoch 2039 | loss: 0.0311072 | val_loss: 0.031131 | Time: 2491.44 ms
[2022-04-11 12:54:43 main:574] : INFO : Epoch 2040 | loss: 0.0311086 | val_loss: 0.0311342 | Time: 2486.31 ms
[2022-04-11 12:54:45 main:574] : INFO : Epoch 2041 | loss: 0.031112 | val_loss: 0.0311347 | Time: 2493.72 ms
[2022-04-11 12:54:48 main:574] : INFO : Epoch 2042 | loss: 0.0311141 | val_loss: 0.0311349 | Time: 2490.34 ms
[2022-04-11 12:54:51 main:574] : INFO : Epoch 2043 | loss: 0.031114 | val_loss: 0.0311385 | Time: 2495.07 ms
[2022-04-11 12:54:53 main:574] : INFO : Epoch 2044 | loss: 0.031115 | val_loss: 0.0311318 | Time: 2494.86 ms
[2022-04-11 12:54:56 main:574] : INFO : Epoch 2045 | loss: 0.0311135 | val_loss: 0.0311347 | Time: 2496.98 ms
[2022-04-11 12:54:58 main:574] : INFO : Epoch 2046 | loss: 0.0311094 | val_loss: 0.0311346 | Time: 2482.86 ms
[2022-04-11 12:55:01 main:574] : INFO : Epoch 2047 | loss: 0.0311112 | val_loss: 0.0311305 | Time: 2488.7 ms
[2022-04-11 12:55:03 main:574] : INFO : Epoch 2048 | loss: 0.0311136 | val_loss: 0.031126 | Time: 2486.48 ms
[2022-04-11 12:55:03 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031126
[2022-04-11 12:55:03 main:603] : INFO : Saving end state to config to file
[2022-04-11 12:55:03 main:608] : INFO : Success, exiting..
12:55:03 (5844): 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)