Task 10176163
| Name | ParityModified-1638638864-18361-2-0_0 |
| Workunit | 7543013 |
| Created | 25 Dec 2021, 10:53:36 UTC |
| Sent | 10 Jan 2022, 20:42:14 UTC |
| Report deadline | 18 Jan 2022, 20:42:14 UTC |
| Received | 11 Jan 2022, 11:49:57 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16815 |
| Run time | 1 hours 40 min 27 sec |
| CPU time | 1 hours 40 min 12 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 17,976.49 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.84 GB |
| Peak swap size | 4.74 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: 0.0311223 | val_loss: 0.0311454 | Time: 1573.89 ms
[2022-01-11 05:36:10 main:574] : INFO : Epoch 1543 | loss: 0.0311215 | val_loss: 0.0311412 | Time: 1603.93 ms
[2022-01-11 05:36:11 main:574] : INFO : Epoch 1544 | loss: 0.0311201 | val_loss: 0.0311438 | Time: 1591.68 ms
[2022-01-11 05:36:13 main:574] : INFO : Epoch 1545 | loss: 0.0311208 | val_loss: 0.031146 | Time: 1604.57 ms
[2022-01-11 05:36:14 main:574] : INFO : Epoch 1546 | loss: 0.0311204 | val_loss: 0.0311419 | Time: 1615.07 ms
[2022-01-11 05:36:16 main:574] : INFO : Epoch 1547 | loss: 0.0311206 | val_loss: 0.0311423 | Time: 1609.16 ms
[2022-01-11 05:36:18 main:574] : INFO : Epoch 1548 | loss: 0.0311207 | val_loss: 0.031143 | Time: 1585.24 ms
[2022-01-11 05:36:19 main:574] : INFO : Epoch 1549 | loss: 0.03112 | val_loss: 0.0311421 | Time: 1597.69 ms
[2022-01-11 05:36:21 main:574] : INFO : Epoch 1550 | loss: 0.0311203 | val_loss: 0.031143 | Time: 1582.81 ms
[2022-01-11 05:36:22 main:574] : INFO : Epoch 1551 | loss: 0.0311213 | val_loss: 0.031142 | Time: 1562.55 ms
[2022-01-11 05:36:24 main:574] : INFO : Epoch 1552 | loss: 0.0311186 | val_loss: 0.0311489 | Time: 1598.51 ms
[2022-01-11 05:36:26 main:574] : INFO : Epoch 1553 | loss: 0.0311194 | val_loss: 0.0311462 | Time: 1611.27 ms
[2022-01-11 05:36:27 main:574] : INFO : Epoch 1554 | loss: 0.0311194 | val_loss: 0.0311434 | Time: 1622.18 ms
[2022-01-11 05:36:29 main:574] : INFO : Epoch 1555 | loss: 0.0311245 | val_loss: 0.0311471 | Time: 1615.19 ms
[2022-01-11 05:36:30 main:574] : INFO : Epoch 1556 | loss: 0.0311217 | val_loss: 0.0311425 | Time: 1605.03 ms
[2022-01-11 05:36:32 main:574] : INFO : Epoch 1557 | loss: 0.0311192 | val_loss: 0.0311419 | Time: 1618.16 ms
[2022-01-11 05:36:34 main:574] : INFO : Epoch 1558 | loss: 0.0311234 | val_loss: 0.0311423 | Time: 1606.04 ms
[2022-01-11 05:36:35 main:574] : INFO : Epoch 1559 | loss: 0.0311207 | val_loss: 0.0311426 | Time: 1572.94 ms
[2022-01-11 05:36:37 main:574] : INFO : Epoch 1560 | loss: 0.0311214 | val_loss: 0.0311477 | Time: 1612.56 ms
[2022-01-11 05:36:39 main:574] : INFO : Epoch 1561 | loss: 0.0311236 | val_loss: 0.0311514 | Time: 1591.18 ms
[2022-01-11 05:36:40 main:574] : INFO : Epoch 1562 | loss: 0.0311215 | val_loss: 0.0311417 | Time: 1629.52 ms
[2022-01-11 05:36:42 main:574] : INFO : Epoch 1563 | loss: 0.0311194 | val_loss: 0.0311415 | Time: 1625.38 ms
[2022-01-11 05:36:43 main:574] : INFO : Epoch 1564 | loss: 0.0311209 | val_loss: 0.0311438 | Time: 1634.16 ms
[2022-01-11 05:36:45 main:574] : INFO : Epoch 1565 | loss: 0.0311197 | val_loss: 0.0311387 | Time: 1632.38 ms
[2022-01-11 05:36:47 main:574] : INFO : Epoch 1566 | loss: 0.0311201 | val_loss: 0.0311392 | Time: 1626.95 ms
[2022-01-11 05:36:48 main:574] : INFO : Epoch 1567 | loss: 0.0311195 | val_loss: 0.031139 | Time: 1588.9 ms
[2022-01-11 05:36:50 main:574] : INFO : Epoch 1568 | loss: 0.0311186 | val_loss: 0.031139 | Time: 1621.39 ms
[2022-01-11 05:36:52 main:574] : INFO : Epoch 1569 | loss: 0.0311195 | val_loss: 0.0311417 | Time: 1617.38 ms
[2022-01-11 05:36:53 main:574] : INFO : Epoch 1570 | loss: 0.0311228 | val_loss: 0.0311464 | Time: 1598.56 ms
[2022-01-11 05:36:55 main:574] : INFO : Epoch 1571 | loss: 0.0311183 | val_loss: 0.0311419 | Time: 1633 ms
[2022-01-11 05:36:56 main:574] : INFO : Epoch 1572 | loss: 0.031119 | val_loss: 0.0311394 | Time: 1636.86 ms
[2022-01-11 05:36:58 main:574] : INFO : Epoch 1573 | loss: 0.0311187 | val_loss: 0.0311404 | Time: 1607.54 ms
[2022-01-11 05:37:00 main:574] : INFO : Epoch 1574 | loss: 0.0311181 | val_loss: 0.03114 | Time: 1607.44 ms
[2022-01-11 05:37:01 main:574] : INFO : Epoch 1575 | loss: 0.0311179 | val_loss: 0.0311409 | Time: 1592.63 ms
[2022-01-11 05:37:03 main:574] : INFO : Epoch 1576 | loss: 0.0311202 | val_loss: 0.031142 | Time: 1582.06 ms
[2022-01-11 05:37:04 main:574] : INFO : Epoch 1577 | loss: 0.0311188 | val_loss: 0.0311401 | Time: 1590.16 ms
[2022-01-11 05:37:06 main:574] : INFO : Epoch 1578 | loss: 0.0311167 | val_loss: 0.0311424 | Time: 1619.1 ms
[2022-01-11 05:37:08 main:574] : INFO : Epoch 1579 | loss: 0.0311161 | val_loss: 0.031141 | Time: 1632.86 ms
[2022-01-11 05:37:09 main:574] : INFO : Epoch 1580 | loss: 0.0311169 | val_loss: 0.0311431 | Time: 1615.29 ms
[2022-01-11 05:37:11 main:574] : INFO : Epoch 1581 | loss: 0.0311159 | val_loss: 0.031142 | Time: 1622.74 ms
[2022-01-11 05:37:12 main:574] : INFO : Epoch 1582 | loss: 0.0311152 | val_loss: 0.0311422 | Time: 1604.27 ms
[2022-01-11 05:37:14 main:574] : INFO : Epoch 1583 | loss: 0.0311161 | val_loss: 0.0311451 | Time: 1610.01 ms
[2022-01-11 05:37:16 main:574] : INFO : Epoch 1584 | loss: 0.0311155 | val_loss: 0.0311484 | Time: 1587.77 ms
[2022-01-11 05:37:17 main:574] : INFO : Epoch 1585 | loss: 0.0311148 | val_loss: 0.0311405 | Time: 1604.7 ms
[2022-01-11 05:37:19 main:574] : INFO : Epoch 1586 | loss: 0.0311243 | val_loss: 0.0311523 | Time: 1631.15 ms
[2022-01-11 05:37:21 main:574] : INFO : Epoch 1587 | loss: 0.0311449 | val_loss: 0.0311547 | Time: 1690.94 ms
[2022-01-11 05:37:22 main:574] : INFO : Epoch 1588 | loss: 0.0311402 | val_loss: 0.0311573 | Time: 1611.03 ms
[2022-01-11 05:37:24 main:574] : INFO : Epoch 1589 | loss: 0.0311384 | val_loss: 0.0311473 | Time: 1625.3 ms
[2022-01-11 05:37:25 main:574] : INFO : Epoch 1590 | loss: 0.0311348 | val_loss: 0.0311486 | Time: 1587.67 ms
[2022-01-11 05:37:27 main:574] : INFO : Epoch 1591 | loss: 0.0311353 | val_loss: 0.0311492 | Time: 1572.33 ms
[2022-01-11 05:37:29 main:574] : INFO : Epoch 1592 | loss: 0.0311325 | val_loss: 0.0311473 | Time: 1587.99 ms
[2022-01-11 05:37:30 main:574] : INFO : Epoch 1593 | loss: 0.0311312 | val_loss: 0.0311522 | Time: 1681.45 ms
[2022-01-11 05:37:32 main:574] : INFO : Epoch 1594 | loss: 0.0311327 | val_loss: 0.0311471 | Time: 1606.03 ms
[2022-01-11 05:37:33 main:574] : INFO : Epoch 1595 | loss: 0.0311288 | val_loss: 0.03114 | Time: 1578.72 ms
[2022-01-11 05:37:35 main:574] : INFO : Epoch 1596 | loss: 0.0311255 | val_loss: 0.0311405 | Time: 1622.5 ms
[2022-01-11 05:37:37 main:574] : INFO : Epoch 1597 | loss: 0.0311291 | val_loss: 0.0311418 | Time: 1604.65 ms
[2022-01-11 05:37:38 main:574] : INFO : Epoch 1598 | loss: 0.0311409 | val_loss: 0.0311525 | Time: 1570.5 ms
[2022-01-11 05:37:40 main:574] : INFO : Epoch 1599 | loss: 0.0311437 | val_loss: 0.0311477 | Time: 1644.88 ms
[2022-01-11 05:37:42 main:574] : INFO : Epoch 1600 | loss: 0.0311408 | val_loss: 0.0311425 | Time: 1669.35 ms
[2022-01-11 05:37:43 main:574] : INFO : Epoch 1601 | loss: 0.0311343 | val_loss: 0.0311405 | Time: 1619.09 ms
[2022-01-11 05:37:45 main:574] : INFO : Epoch 1602 | loss: 0.0311289 | val_loss: 0.0311413 | Time: 1620.54 ms
[2022-01-11 05:37:47 main:574] : INFO : Epoch 1603 | loss: 0.0311282 | val_loss: 0.0311399 | Time: 1656.68 ms
[2022-01-11 05:37:48 main:574] : INFO : Epoch 1604 | loss: 0.0311262 | val_loss: 0.0311386 | Time: 1633.18 ms
[2022-01-11 05:37:50 main:574] : INFO : Epoch 1605 | loss: 0.0311253 | val_loss: 0.0311385 | Time: 1563.97 ms
[2022-01-11 05:37:51 main:574] : INFO : Epoch 1606 | loss: 0.0311259 | val_loss: 0.0311411 | Time: 1644.32 ms
[2022-01-11 05:37:53 main:574] : INFO : Epoch 1607 | loss: 0.0311251 | val_loss: 0.0311443 | Time: 1608.01 ms
[2022-01-11 05:37:55 main:574] : INFO : Epoch 1608 | loss: 0.0311264 | val_loss: 0.031141 | Time: 1576.35 ms
[2022-01-11 05:37:56 main:574] : INFO : Epoch 1609 | loss: 0.0311229 | val_loss: 0.0311439 | Time: 1609.93 ms
[2022-01-11 05:37:58 main:574] : INFO : Epoch 1610 | loss: 0.031124 | val_loss: 0.0311382 | Time: 1639.29 ms
[2022-01-11 05:37:59 main:574] : INFO : Epoch 1611 | loss: 0.0311237 | val_loss: 0.0311402 | Time: 1680.17 ms
[2022-01-11 05:38:01 main:574] : INFO : Epoch 1612 | loss: 0.0311235 | val_loss: 0.031137 | Time: 1596.29 ms
[2022-01-11 05:38:03 main:574] : INFO : Epoch 1613 | loss: 0.0311212 | val_loss: 0.0311354 | Time: 1625.7 ms
[2022-01-11 05:38:04 main:574] : INFO : Epoch 1614 | loss: 0.031122 | val_loss: 0.0311383 | Time: 1592.72 ms
[2022-01-11 05:38:06 main:574] : INFO : Epoch 1615 | loss: 0.0311205 | val_loss: 0.0311371 | Time: 1607.26 ms
[2022-01-11 05:38:08 main:574] : INFO : Epoch 1616 | loss: 0.0311196 | val_loss: 0.0311352 | Time: 1595.87 ms
[2022-01-11 05:38:09 main:574] : INFO : Epoch 1617 | loss: 0.0311202 | val_loss: 0.0311409 | Time: 1616.39 ms
[2022-01-11 05:38:11 main:574] : INFO : Epoch 1618 | loss: 0.0311191 | val_loss: 0.0311375 | Time: 1612.89 ms
[2022-01-11 05:38:12 main:574] : INFO : Epoch 1619 | loss: 0.031118 | val_loss: 0.03114 | Time: 1598.29 ms
[2022-01-11 05:38:14 main:574] : INFO : Epoch 1620 | loss: 0.0311188 | val_loss: 0.0311366 | Time: 1646.69 ms
[2022-01-11 05:38:16 main:574] : INFO : Epoch 1621 | loss: 0.0311209 | val_loss: 0.0311383 | Time: 1623.64 ms
[2022-01-11 05:38:17 main:574] : INFO : Epoch 1622 | loss: 0.031121 | val_loss: 0.0311386 | Time: 1602.91 ms
[2022-01-11 05:38:19 main:574] : INFO : Epoch 1623 | loss: 0.0311182 | val_loss: 0.0311364 | Time: 1677.27 ms
[2022-01-11 05:38:21 main:574] : INFO : Epoch 1624 | loss: 0.0311176 | val_loss: 0.0311357 | Time: 1608.21 ms
[2022-01-11 05:38:22 main:574] : INFO : Epoch 1625 | loss: 0.0311187 | val_loss: 0.0311366 | Time: 1597.85 ms
[2022-01-11 05:38:24 main:574] : INFO : Epoch 1626 | loss: 0.0311177 | val_loss: 0.0311394 | Time: 1609.57 ms
[2022-01-11 05:38:25 main:574] : INFO : Epoch 1627 | loss: 0.0311179 | val_loss: 0.0311374 | Time: 1581.94 ms
[2022-01-11 05:38:27 main:574] : INFO : Epoch 1628 | loss: 0.0311163 | val_loss: 0.0311437 | Time: 1606.16 ms
[2022-01-11 05:38:29 main:574] : INFO : Epoch 1629 | loss: 0.0311288 | val_loss: 0.0311525 | Time: 1595.93 ms
[2022-01-11 05:38:30 main:574] : INFO : Epoch 1630 | loss: 0.031141 | val_loss: 0.0311467 | Time: 1609.57 ms
[2022-01-11 05:38:32 main:574] : INFO : Epoch 1631 | loss: 0.0311392 | val_loss: 0.0311408 | Time: 1589.11 ms
[2022-01-11 05:38:33 main:574] : INFO : Epoch 1632 | loss: 0.0311369 | val_loss: 0.0311442 | Time: 1652.06 ms
[2022-01-11 05:38:35 main:574] : INFO : Epoch 1633 | loss: 0.0311388 | val_loss: 0.0311437 | Time: 1612.31 ms
[2022-01-11 05:38:37 main:574] : INFO : Epoch 1634 | loss: 0.0311371 | val_loss: 0.0311421 | Time: 1636.31 ms
[2022-01-11 05:38:38 main:574] : INFO : Epoch 1635 | loss: 0.0311355 | val_loss: 0.0311401 | Time: 1619.11 ms
[2022-01-11 05:38:40 main:574] : INFO : Epoch 1636 | loss: 0.0311319 | val_loss: 0.0311474 | Time: 1630.91 ms
[2022-01-11 05:38:42 main:574] : INFO : Epoch 1637 | loss: 0.0311366 | val_loss: 0.0311438 | Time: 1614.61 ms
[2022-01-11 05:38:43 main:574] : INFO : Epoch 1638 | loss: 0.031139 | val_loss: 0.0311431 | Time: 1655.68 ms
[2022-01-11 05:38:45 main:574] : INFO : Epoch 1639 | loss: 0.0311357 | val_loss: 0.0311407 | Time: 1612.85 ms
[2022-01-11 05:38:46 main:574] : INFO : Epoch 1640 | loss: 0.0311348 | val_loss: 0.03114 | Time: 1604.03 ms
[2022-01-11 05:38:48 main:574] : INFO : Epoch 1641 | loss: 0.0311358 | val_loss: 0.0311379 | Time: 1645.63 ms
[2022-01-11 05:38:50 main:574] : INFO : Epoch 1642 | loss: 0.031134 | val_loss: 0.0311355 | Time: 1609.79 ms
[2022-01-11 05:38:51 main:574] : INFO : Epoch 1643 | loss: 0.0311329 | val_loss: 0.0311369 | Time: 1594.41 ms
[2022-01-11 05:38:53 main:574] : INFO : Epoch 1644 | loss: 0.0311298 | val_loss: 0.0311372 | Time: 1638.99 ms
[2022-01-11 05:38:55 main:574] : INFO : Epoch 1645 | loss: 0.0311296 | val_loss: 0.031136 | Time: 1632.98 ms
[2022-01-11 05:38:56 main:574] : INFO : Epoch 1646 | loss: 0.031128 | val_loss: 0.0311338 | Time: 1613.9 ms
[2022-01-11 05:38:58 main:574] : INFO : Epoch 1647 | loss: 0.0311285 | val_loss: 0.0311371 | Time: 1584.65 ms
[2022-01-11 05:38:59 main:574] : INFO : Epoch 1648 | loss: 0.0311294 | val_loss: 0.0311466 | Time: 1604.44 ms
[2022-01-11 05:39:01 main:574] : INFO : Epoch 1649 | loss: 0.0311299 | val_loss: 0.0311375 | Time: 1632.93 ms
[2022-01-11 05:39:03 main:574] : INFO : Epoch 1650 | loss: 0.0311287 | val_loss: 0.0311512 | Time: 1644.79 ms
[2022-01-11 05:39:04 main:574] : INFO : Epoch 1651 | loss: 0.0311364 | val_loss: 0.0311484 | Time: 1612.13 ms
[2022-01-11 05:39:06 main:574] : INFO : Epoch 1652 | loss: 0.0311354 | val_loss: 0.0311396 | Time: 1617.67 ms
[2022-01-11 05:39:07 main:574] : INFO : Epoch 1653 | loss: 0.0311273 | val_loss: 0.0311365 | Time: 1596.5 ms
[2022-01-11 05:39:09 main:574] : INFO : Epoch 1654 | loss: 0.0311256 | val_loss: 0.031139 | Time: 1600.3 ms
[2022-01-11 05:39:11 main:574] : INFO : Epoch 1655 | loss: 0.0311247 | val_loss: 0.0311413 | Time: 1607.74 ms
[2022-01-11 05:39:12 main:574] : INFO : Epoch 1656 | loss: 0.0311226 | val_loss: 0.0311389 | Time: 1586.84 ms
[2022-01-11 05:39:14 main:574] : INFO : Epoch 1657 | loss: 0.031124 | val_loss: 0.0311378 | Time: 1606.06 ms
[2022-01-11 05:39:16 main:574] : INFO : Epoch 1658 | loss: 0.0311228 | val_loss: 0.0311341 | Time: 1661.88 ms
[2022-01-11 05:39:17 main:574] : INFO : Epoch 1659 | loss: 0.0311222 | val_loss: 0.0311348 | Time: 1632.94 ms
[2022-01-11 05:39:19 main:574] : INFO : Epoch 1660 | loss: 0.0311201 | val_loss: 0.0311342 | Time: 1612.39 ms
[2022-01-11 05:39:20 main:574] : INFO : Epoch 1661 | loss: 0.0311242 | val_loss: 0.0311344 | Time: 1601.68 ms
[2022-01-11 05:39:22 main:574] : INFO : Epoch 1662 | loss: 0.0311225 | val_loss: 0.0311367 | Time: 1602.98 ms
[2022-01-11 05:39:24 main:574] : INFO : Epoch 1663 | loss: 0.0311225 | val_loss: 0.0311346 | Time: 1612.6 ms
[2022-01-11 05:39:25 main:574] : INFO : Epoch 1664 | loss: 0.0311209 | val_loss: 0.0311354 | Time: 1590.96 ms
[2022-01-11 05:39:27 main:574] : INFO : Epoch 1665 | loss: 0.0311207 | val_loss: 0.0311328 | Time: 1603.04 ms
[2022-01-11 05:39:28 main:574] : INFO : Epoch 1666 | loss: 0.0311173 | val_loss: 0.0311322 | Time: 1595.39 ms
[2022-01-11 05:39:30 main:574] : INFO : Epoch 1667 | loss: 0.0311172 | val_loss: 0.0311346 | Time: 1597.7 ms
[2022-01-11 05:39:32 main:574] : INFO : Epoch 1668 | loss: 0.0311175 | val_loss: 0.0311346 | Time: 1589.7 ms
[2022-01-11 05:39:33 main:574] : INFO : Epoch 1669 | loss: 0.0311193 | val_loss: 0.0311383 | Time: 1584.91 ms
[2022-01-11 05:39:35 main:574] : INFO : Epoch 1670 | loss: 0.03112 | val_loss: 0.031133 | Time: 1585.37 ms
[2022-01-11 05:39:36 main:574] : INFO : Epoch 1671 | loss: 0.031125 | val_loss: 0.0311343 | Time: 1640.16 ms
[2022-01-11 05:39:38 main:574] : INFO : Epoch 1672 | loss: 0.0311196 | val_loss: 0.031138 | Time: 1639.99 ms
[2022-01-11 05:39:40 main:574] : INFO : Epoch 1673 | loss: 0.0311177 | val_loss: 0.0311367 | Time: 1622.65 ms
[2022-01-11 05:39:41 main:574] : INFO : Epoch 1674 | loss: 0.0311157 | val_loss: 0.0311323 | Time: 1592.18 ms
[2022-01-11 05:39:43 main:574] : INFO : Epoch 1675 | loss: 0.0311155 | val_loss: 0.0311336 | Time: 1626.3 ms
[2022-01-11 05:39:44 main:574] : INFO : Epoch 1676 | loss: 0.0311156 | val_loss: 0.0311346 | Time: 1585.4 ms
[2022-01-11 05:39:46 main:574] : INFO : Epoch 1677 | loss: 0.0311155 | val_loss: 0.0311346 | Time: 1653.22 ms
[2022-01-11 05:39:48 main:574] : INFO : Epoch 1678 | loss: 0.0311144 | val_loss: 0.0311379 | Time: 1648.42 ms
[2022-01-11 05:39:49 main:574] : INFO : Epoch 1679 | loss: 0.031119 | val_loss: 0.0311438 | Time: 1627.54 ms
[2022-01-11 05:39:51 main:574] : INFO : Epoch 1680 | loss: 0.0311205 | val_loss: 0.031133 | Time: 1650.91 ms
[2022-01-11 05:39:53 main:574] : INFO : Epoch 1681 | loss: 0.0311438 | val_loss: 0.0311612 | Time: 1630.77 ms
[2022-01-11 05:39:54 main:574] : INFO : Epoch 1682 | loss: 0.0311463 | val_loss: 0.0311515 | Time: 1652.1 ms
[2022-01-11 05:39:56 main:574] : INFO : Epoch 1683 | loss: 0.0311466 | val_loss: 0.0311511 | Time: 1662.33 ms
[2022-01-11 05:39:58 main:574] : INFO : Epoch 1684 | loss: 0.0311485 | val_loss: 0.0311583 | Time: 1589.08 ms
[2022-01-11 05:39:59 main:574] : INFO : Epoch 1685 | loss: 0.0311572 | val_loss: 0.0311519 | Time: 1599.04 ms
[2022-01-11 05:40:01 main:574] : INFO : Epoch 1686 | loss: 0.0311546 | val_loss: 0.0311465 | Time: 1663.49 ms
[2022-01-11 05:40:02 main:574] : INFO : Epoch 1687 | loss: 0.0311486 | val_loss: 0.0311487 | Time: 1595.85 ms
[2022-01-11 05:40:04 main:574] : INFO : Epoch 1688 | loss: 0.031148 | val_loss: 0.0311439 | Time: 1605.91 ms
[2022-01-11 05:40:06 main:574] : INFO : Epoch 1689 | loss: 0.0311457 | val_loss: 0.0311429 | Time: 1603.63 ms
[2022-01-11 05:40:07 main:574] : INFO : Epoch 1690 | loss: 0.0311469 | val_loss: 0.0311427 | Time: 1619.17 ms
[2022-01-11 05:40:09 main:574] : INFO : Epoch 1691 | loss: 0.0311462 | val_loss: 0.0311424 | Time: 1594.18 ms
[2022-01-11 05:40:11 main:574] : INFO : Epoch 1692 | loss: 0.0311417 | val_loss: 0.0311402 | Time: 1590.84 ms
[2022-01-11 05:40:12 main:574] : INFO : Epoch 1693 | loss: 0.0311408 | val_loss: 0.0311451 | Time: 1564.73 ms
[2022-01-11 05:40:14 main:574] : INFO : Epoch 1694 | loss: 0.0311394 | val_loss: 0.0311406 | Time: 1613.72 ms
[2022-01-11 05:40:15 main:574] : INFO : Epoch 1695 | loss: 0.0311374 | val_loss: 0.031141 | Time: 1589.13 ms
[2022-01-11 05:40:17 main:574] : INFO : Epoch 1696 | loss: 0.0311364 | val_loss: 0.0311396 | Time: 1620.44 ms
[2022-01-11 05:40:19 main:574] : INFO : Epoch 1697 | loss: 0.0311382 | val_loss: 0.0311409 | Time: 1589.33 ms
[2022-01-11 05:40:20 main:574] : INFO : Epoch 1698 | loss: 0.0311389 | val_loss: 0.0311408 | Time: 1599.91 ms
[2022-01-11 05:40:22 main:574] : INFO : Epoch 1699 | loss: 0.031137 | val_loss: 0.0311395 | Time: 1608.49 ms
[2022-01-11 05:40:23 main:574] : INFO : Epoch 1700 | loss: 0.0311379 | val_loss: 0.0311387 | Time: 1598.53 ms
[2022-01-11 05:40:25 main:574] : INFO : Epoch 1701 | loss: 0.0311378 | val_loss: 0.031138 | Time: 1594.39 ms
[2022-01-11 05:40:27 main:574] : INFO : Epoch 1702 | loss: 0.0311364 | val_loss: 0.0311375 | Time: 1615.85 ms
[2022-01-11 05:40:28 main:574] : INFO : Epoch 1703 | loss: 0.0311359 | val_loss: 0.0311375 | Time: 1611.37 ms
[2022-01-11 05:40:30 main:574] : INFO : Epoch 1704 | loss: 0.0311363 | val_loss: 0.0311375 | Time: 1574.22 ms
[2022-01-11 05:40:31 main:574] : INFO : Epoch 1705 | loss: 0.0311341 | val_loss: 0.0311396 | Time: 1617.21 ms
[2022-01-11 05:40:33 main:574] : INFO : Epoch 1706 | loss: 0.031137 | val_loss: 0.0311419 | Time: 1586.25 ms
[2022-01-11 05:40:35 main:574] : INFO : Epoch 1707 | loss: 0.0311427 | val_loss: 0.0311475 | Time: 1631.63 ms
[2022-01-11 05:40:36 main:574] : INFO : Epoch 1708 | loss: 0.0311424 | val_loss: 0.0311457 | Time: 1630.46 ms
[2022-01-11 05:40:38 main:574] : INFO : Epoch 1709 | loss: 0.0311478 | val_loss: 0.0311533 | Time: 1613.77 ms
[2022-01-11 05:40:39 main:574] : INFO : Epoch 1710 | loss: 0.0311429 | val_loss: 0.0311582 | Time: 1607.63 ms
[2022-01-11 05:40:41 main:574] : INFO : Epoch 1711 | loss: 0.0311421 | val_loss: 0.0311424 | Time: 1623.17 ms
[2022-01-11 05:40:43 main:574] : INFO : Epoch 1712 | loss: 0.0311382 | val_loss: 0.0311429 | Time: 1611.19 ms
[2022-01-11 05:40:44 main:574] : INFO : Epoch 1713 | loss: 0.0311371 | val_loss: 0.0311429 | Time: 1619.13 ms
[2022-01-11 05:40:46 main:574] : INFO : Epoch 1714 | loss: 0.0311352 | val_loss: 0.0311422 | Time: 1624.91 ms
[2022-01-11 05:40:48 main:574] : INFO : Epoch 1715 | loss: 0.0311334 | val_loss: 0.0311419 | Time: 1619.52 ms
[2022-01-11 05:40:49 main:574] : INFO : Epoch 1716 | loss: 0.0311336 | val_loss: 0.0311402 | Time: 1642.87 ms
[2022-01-11 05:40:51 main:574] : INFO : Epoch 1717 | loss: 0.0311325 | val_loss: 0.0311389 | Time: 1632.32 ms
[2022-01-11 05:40:52 main:574] : INFO : Epoch 1718 | loss: 0.0311329 | val_loss: 0.031143 | Time: 1633.17 ms
[2022-01-11 05:40:54 main:574] : INFO : Epoch 1719 | loss: 0.0311329 | val_loss: 0.0311394 | Time: 1654.46 ms
[2022-01-11 05:40:56 main:574] : INFO : Epoch 1720 | loss: 0.0311322 | val_loss: 0.0311408 | Time: 1591.35 ms
[2022-01-11 05:40:57 main:574] : INFO : Epoch 1721 | loss: 0.0311297 | val_loss: 0.0311445 | Time: 1590.94 ms
[2022-01-11 05:40:59 main:574] : INFO : Epoch 1722 | loss: 0.0311312 | val_loss: 0.0311417 | Time: 1633.79 ms
[2022-01-11 05:41:01 main:574] : INFO : Epoch 1723 | loss: 0.0311305 | val_loss: 0.0311398 | Time: 1622.22 ms
[2022-01-11 05:41:02 main:574] : INFO : Epoch 1724 | loss: 0.031132 | val_loss: 0.0311419 | Time: 1606.91 ms
[2022-01-11 05:41:04 main:574] : INFO : Epoch 1725 | loss: 0.0311348 | val_loss: 0.0311485 | Time: 1628.16 ms
[2022-01-11 05:41:05 main:574] : INFO : Epoch 1726 | loss: 0.0311411 | val_loss: 0.0311481 | Time: 1607.48 ms
[2022-01-11 05:41:07 main:574] : INFO : Epoch 1727 | loss: 0.0311392 | val_loss: 0.0311466 | Time: 1617.11 ms
[2022-01-11 05:41:09 main:574] : INFO : Epoch 1728 | loss: 0.0311376 | val_loss: 0.0311483 | Time: 1621.18 ms
[2022-01-11 05:41:10 main:574] : INFO : Epoch 1729 | loss: 0.0311367 | val_loss: 0.0311462 | Time: 1596.05 ms
[2022-01-11 05:41:12 main:574] : INFO : Epoch 1730 | loss: 0.0311326 | val_loss: 0.0311445 | Time: 1604.8 ms
[2022-01-11 05:41:14 main:574] : INFO : Epoch 1731 | loss: 0.0311336 | val_loss: 0.0311552 | Time: 1651.72 ms
[2022-01-11 05:41:15 main:574] : INFO : Epoch 1732 | loss: 0.0311349 | val_loss: 0.0311455 | Time: 1646.55 ms
[2022-01-11 05:41:17 main:574] : INFO : Epoch 1733 | loss: 0.0311352 | val_loss: 0.0311455 | Time: 1655.48 ms
[2022-01-11 05:41:18 main:574] : INFO : Epoch 1734 | loss: 0.0311331 | val_loss: 0.0311512 | Time: 1673.29 ms
[2022-01-11 05:41:20 main:574] : INFO : Epoch 1735 | loss: 0.0311424 | val_loss: 0.0311501 | Time: 1605.32 ms
[2022-01-11 05:41:22 main:574] : INFO : Epoch 1736 | loss: 0.0311398 | val_loss: 0.0311524 | Time: 1608.28 ms
[2022-01-11 05:41:23 main:574] : INFO : Epoch 1737 | loss: 0.0311398 | val_loss: 0.0311476 | Time: 1668.15 ms
[2022-01-11 05:41:25 main:574] : INFO : Epoch 1738 | loss: 0.031134 | val_loss: 0.0311487 | Time: 1632.68 ms
[2022-01-11 05:41:27 main:574] : INFO : Epoch 1739 | loss: 0.0311323 | val_loss: 0.031149 | Time: 1623.98 ms
[2022-01-11 05:41:28 main:574] : INFO : Epoch 1740 | loss: 0.0311306 | val_loss: 0.0311454 | Time: 1599.64 ms
[2022-01-11 05:41:30 main:574] : INFO : Epoch 1741 | loss: 0.0311303 | val_loss: 0.031146 | Time: 1616.59 ms
[2022-01-11 05:41:32 main:574] : INFO : Epoch 1742 | loss: 0.0311302 | val_loss: 0.0311483 | Time: 1660.04 ms
[2022-01-11 05:41:33 main:574] : INFO : Epoch 1743 | loss: 0.0311319 | val_loss: 0.031147 | Time: 1602.12 ms
[2022-01-11 05:41:35 main:574] : INFO : Epoch 1744 | loss: 0.0311319 | val_loss: 0.0311478 | Time: 1572.22 ms
[2022-01-11 05:41:36 main:574] : INFO : Epoch 1745 | loss: 0.0311293 | val_loss: 0.0311475 | Time: 1605.62 ms
[2022-01-11 05:41:38 main:574] : INFO : Epoch 1746 | loss: 0.0311309 | val_loss: 0.0311471 | Time: 1585.28 ms
[2022-01-11 05:41:40 main:574] : INFO : Epoch 1747 | loss: 0.0311341 | val_loss: 0.0311472 | Time: 1613.86 ms
[2022-01-11 05:41:41 main:574] : INFO : Epoch 1748 | loss: 0.0311295 | val_loss: 0.0311456 | Time: 1618.17 ms
[2022-01-11 05:41:43 main:574] : INFO : Epoch 1749 | loss: 0.0311308 | val_loss: 0.0311455 | Time: 1641.81 ms
[2022-01-11 05:41:44 main:574] : INFO : Epoch 1750 | loss: 0.031129 | val_loss: 0.0311454 | Time: 1631.01 ms
[2022-01-11 05:41:46 main:574] : INFO : Epoch 1751 | loss: 0.03113 | val_loss: 0.0311453 | Time: 1636.03 ms
[2022-01-11 05:41:48 main:574] : INFO : Epoch 1752 | loss: 0.0311285 | val_loss: 0.031142 | Time: 1617.36 ms
[2022-01-11 05:41:49 main:574] : INFO : Epoch 1753 | loss: 0.0311279 | val_loss: 0.0311459 | Time: 1614.41 ms
[2022-01-11 05:41:51 main:574] : INFO : Epoch 1754 | loss: 0.0311268 | val_loss: 0.03115 | Time: 1594.73 ms
[2022-01-11 05:41:53 main:574] : INFO : Epoch 1755 | loss: 0.0311293 | val_loss: 0.0311459 | Time: 1627.83 ms
[2022-01-11 05:41:54 main:574] : INFO : Epoch 1756 | loss: 0.0311275 | val_loss: 0.0311454 | Time: 1647.2 ms
[2022-01-11 05:41:56 main:574] : INFO : Epoch 1757 | loss: 0.0311275 | val_loss: 0.0311476 | Time: 1601.92 ms
[2022-01-11 05:41:57 main:574] : INFO : Epoch 1758 | loss: 0.0311294 | val_loss: 0.0311411 | Time: 1611.19 ms
[2022-01-11 05:41:59 main:574] : INFO : Epoch 1759 | loss: 0.0311308 | val_loss: 0.0311443 | Time: 1605.01 ms
[2022-01-11 05:42:01 main:574] : INFO : Epoch 1760 | loss: 0.0311271 | val_loss: 0.0311429 | Time: 1638.08 ms
[2022-01-11 05:42:02 main:574] : INFO : Epoch 1761 | loss: 0.0311274 | val_loss: 0.031143 | Time: 1599.37 ms
[2022-01-11 05:42:04 main:574] : INFO : Epoch 1762 | loss: 0.0311275 | val_loss: 0.0311429 | Time: 1640.71 ms
[2022-01-11 05:42:05 main:574] : INFO : Epoch 1763 | loss: 0.0311254 | val_loss: 0.0311456 | Time: 1597.84 ms
[2022-01-11 05:42:07 main:574] : INFO : Epoch 1764 | loss: 0.0311251 | val_loss: 0.0311507 | Time: 1625.71 ms
[2022-01-11 05:42:09 main:574] : INFO : Epoch 1765 | loss: 0.0311238 | val_loss: 0.0311436 | Time: 1603.92 ms
[2022-01-11 05:42:10 main:574] : INFO : Epoch 1766 | loss: 0.0311243 | val_loss: 0.0311445 | Time: 1603.33 ms
[2022-01-11 05:42:12 main:574] : INFO : Epoch 1767 | loss: 0.0311235 | val_loss: 0.0311448 | Time: 1608.34 ms
[2022-01-11 05:42:14 main:574] : INFO : Epoch 1768 | loss: 0.0311236 | val_loss: 0.0311471 | Time: 1631.21 ms
[2022-01-11 05:42:15 main:574] : INFO : Epoch 1769 | loss: 0.0311235 | val_loss: 0.031146 | Time: 1615.01 ms
[2022-01-11 05:42:17 main:574] : INFO : Epoch 1770 | loss: 0.0311256 | val_loss: 0.0311483 | Time: 1649.38 ms
[2022-01-11 05:42:18 main:574] : INFO : Epoch 1771 | loss: 0.0311268 | val_loss: 0.0311569 | Time: 1645.76 ms
[2022-01-11 05:42:20 main:574] : INFO : Epoch 1772 | loss: 0.0311292 | val_loss: 0.0311486 | Time: 1564.78 ms
[2022-01-11 05:42:22 main:574] : INFO : Epoch 1773 | loss: 0.0311243 | val_loss: 0.031149 | Time: 1628.28 ms
[2022-01-11 05:42:23 main:574] : INFO : Epoch 1774 | loss: 0.0311228 | val_loss: 0.0311429 | Time: 1614.81 ms
[2022-01-11 05:42:25 main:574] : INFO : Epoch 1775 | loss: 0.0311226 | val_loss: 0.0311453 | Time: 1602.31 ms
[2022-01-11 05:42:26 main:574] : INFO : Epoch 1776 | loss: 0.0311212 | val_loss: 0.031148 | Time: 1575.05 ms
[2022-01-11 05:42:28 main:574] : INFO : Epoch 1777 | loss: 0.0311228 | val_loss: 0.0311493 | Time: 1606.02 ms
[2022-01-11 05:42:30 main:574] : INFO : Epoch 1778 | loss: 0.0311222 | val_loss: 0.0311429 | Time: 1615.63 ms
[2022-01-11 05:42:31 main:574] : INFO : Epoch 1779 | loss: 0.0311218 | val_loss: 0.0311452 | Time: 1624.56 ms
[2022-01-11 05:42:33 main:574] : INFO : Epoch 1780 | loss: 0.0311211 | val_loss: 0.0311417 | Time: 1602.25 ms
[2022-01-11 05:42:35 main:574] : INFO : Epoch 1781 | loss: 0.0311242 | val_loss: 0.0311488 | Time: 1638.11 ms
[2022-01-11 05:42:36 main:574] : INFO : Epoch 1782 | loss: 0.0311269 | val_loss: 0.0311502 | Time: 1604.33 ms
[2022-01-11 05:42:38 main:574] : INFO : Epoch 1783 | loss: 0.0311258 | val_loss: 0.0311489 | Time: 1621.17 ms
[2022-01-11 05:42:39 main:574] : INFO : Epoch 1784 | loss: 0.0311215 | val_loss: 0.0311475 | Time: 1628.3 ms
[2022-01-11 05:42:41 main:574] : INFO : Epoch 1785 | loss: 0.0311211 | val_loss: 0.0311413 | Time: 1605.3 ms
[2022-01-11 05:42:43 main:574] : INFO : Epoch 1786 | loss: 0.0311204 | val_loss: 0.0311427 | Time: 1596.62 ms
[2022-01-11 05:42:44 main:574] : INFO : Epoch 1787 | loss: 0.0311199 | val_loss: 0.0311456 | Time: 1620.98 ms
[2022-01-11 05:42:46 main:574] : INFO : Epoch 1788 | loss: 0.0311182 | val_loss: 0.0311433 | Time: 1608.45 ms
[2022-01-11 05:42:48 main:574] : INFO : Epoch 1789 | loss: 0.0311218 | val_loss: 0.031139 | Time: 1616.83 ms
[2022-01-11 05:42:49 main:574] : INFO : Epoch 1790 | loss: 0.0311198 | val_loss: 0.0311485 | Time: 1623.53 ms
[2022-01-11 05:42:51 main:574] : INFO : Epoch 1791 | loss: 0.0311195 | val_loss: 0.0311462 | Time: 1620.62 ms
[2022-01-11 05:42:52 main:574] : INFO : Epoch 1792 | loss: 0.0311202 | val_loss: 0.0311488 | Time: 1588.24 ms
[2022-01-11 05:42:54 main:574] : INFO : Epoch 1793 | loss: 0.0311178 | val_loss: 0.0311426 | Time: 1647.32 ms
[2022-01-11 05:42:56 main:574] : INFO : Epoch 1794 | loss: 0.0311199 | val_loss: 0.0311398 | Time: 1636.6 ms
[2022-01-11 05:42:57 main:574] : INFO : Epoch 1795 | loss: 0.0311207 | val_loss: 0.031146 | Time: 1667.45 ms
[2022-01-11 05:42:59 main:574] : INFO : Epoch 1796 | loss: 0.031119 | val_loss: 0.0311404 | Time: 1628.38 ms
[2022-01-11 05:43:01 main:574] : INFO : Epoch 1797 | loss: 0.0311195 | val_loss: 0.0311513 | Time: 1609.8 ms
[2022-01-11 05:43:02 main:574] : INFO : Epoch 1798 | loss: 0.0311212 | val_loss: 0.0311358 | Time: 1621.12 ms
[2022-01-11 05:43:04 main:574] : INFO : Epoch 1799 | loss: 0.0311189 | val_loss: 0.0311387 | Time: 1631.43 ms
[2022-01-11 05:43:05 main:574] : INFO : Epoch 1800 | loss: 0.0311168 | val_loss: 0.0311394 | Time: 1574.74 ms
[2022-01-11 05:43:07 main:574] : INFO : Epoch 1801 | loss: 0.0311236 | val_loss: 0.0311411 | Time: 1626.99 ms
[2022-01-11 05:43:09 main:574] : INFO : Epoch 1802 | loss: 0.0311199 | val_loss: 0.0311471 | Time: 1610.73 ms
[2022-01-11 05:43:10 main:574] : INFO : Epoch 1803 | loss: 0.0311186 | val_loss: 0.0311412 | Time: 1617.06 ms
[2022-01-11 05:43:12 main:574] : INFO : Epoch 1804 | loss: 0.0311184 | val_loss: 0.0311523 | Time: 1564.49 ms
[2022-01-11 05:43:13 main:574] : INFO : Epoch 1805 | loss: 0.0311224 | val_loss: 0.0311466 | Time: 1593.55 ms
[2022-01-11 05:43:15 main:574] : INFO : Epoch 1806 | loss: 0.0311218 | val_loss: 0.0311441 | Time: 1594.62 ms
[2022-01-11 05:43:17 main:574] : INFO : Epoch 1807 | loss: 0.0311207 | val_loss: 0.0311414 | Time: 1591.06 ms
[2022-01-11 05:43:18 main:574] : INFO : Epoch 1808 | loss: 0.0311178 | val_loss: 0.0311411 | Time: 1603.25 ms
[2022-01-11 05:43:20 main:574] : INFO : Epoch 1809 | loss: 0.0311168 | val_loss: 0.0311458 | Time: 1580.16 ms
[2022-01-11 05:43:21 main:574] : INFO : Epoch 1810 | loss: 0.0311203 | val_loss: 0.0311408 | Time: 1624.43 ms
[2022-01-11 05:43:23 main:574] : INFO : Epoch 1811 | loss: 0.0311239 | val_loss: 0.0311422 | Time: 1612.94 ms
[2022-01-11 05:43:25 main:574] : INFO : Epoch 1812 | loss: 0.0311199 | val_loss: 0.0311454 | Time: 1650.34 ms
[2022-01-11 05:43:26 main:574] : INFO : Epoch 1813 | loss: 0.0311186 | val_loss: 0.0311417 | Time: 1580.79 ms
[2022-01-11 05:43:28 main:574] : INFO : Epoch 1814 | loss: 0.0311177 | val_loss: 0.0311447 | Time: 1609.92 ms
[2022-01-11 05:43:29 main:574] : INFO : Epoch 1815 | loss: 0.0311175 | val_loss: 0.0311435 | Time: 1599.42 ms
[2022-01-11 05:43:31 main:574] : INFO : Epoch 1816 | loss: 0.0311169 | val_loss: 0.0311427 | Time: 1624.61 ms
[2022-01-11 05:43:33 main:574] : INFO : Epoch 1817 | loss: 0.0311163 | val_loss: 0.0311418 | Time: 1636.07 ms
[2022-01-11 05:43:34 main:574] : INFO : Epoch 1818 | loss: 0.031115 | val_loss: 0.0311409 | Time: 1621.63 ms
[2022-01-11 05:43:36 main:574] : INFO : Epoch 1819 | loss: 0.0311155 | val_loss: 0.0311394 | Time: 1573.59 ms
[2022-01-11 05:43:38 main:574] : INFO : Epoch 1820 | loss: 0.0311173 | val_loss: 0.0311444 | Time: 1622.66 ms
[2022-01-11 05:43:39 main:574] : INFO : Epoch 1821 | loss: 0.0311146 | val_loss: 0.031141 | Time: 1634.99 ms
[2022-01-11 05:43:41 main:574] : INFO : Epoch 1822 | loss: 0.0311247 | val_loss: 0.0311366 | Time: 1648.9 ms
[2022-01-11 05:43:42 main:574] : INFO : Epoch 1823 | loss: 0.0311233 | val_loss: 0.0311449 | Time: 1622.06 ms
[2022-01-11 05:43:44 main:574] : INFO : Epoch 1824 | loss: 0.0311234 | val_loss: 0.0311375 | Time: 1613.21 ms
[2022-01-11 05:43:46 main:574] : INFO : Epoch 1825 | loss: 0.0311233 | val_loss: 0.0311413 | Time: 1646.91 ms
[2022-01-11 05:43:47 main:574] : INFO : Epoch 1826 | loss: 0.0311223 | val_loss: 0.0311408 | Time: 1660.75 ms
[2022-01-11 05:43:49 main:574] : INFO : Epoch 1827 | loss: 0.0311248 | val_loss: 0.0311452 | Time: 1660.69 ms
[2022-01-11 05:43:51 main:574] : INFO : Epoch 1828 | loss: 0.0311312 | val_loss: 0.0311536 | Time: 1630.99 ms
[2022-01-11 05:43:52 main:574] : INFO : Epoch 1829 | loss: 0.0311279 | val_loss: 0.0311422 | Time: 1643.78 ms
[2022-01-11 05:43:54 main:574] : INFO : Epoch 1830 | loss: 0.031125 | val_loss: 0.0311502 | Time: 1616.23 ms
[2022-01-11 05:43:56 main:574] : INFO : Epoch 1831 | loss: 0.0311247 | val_loss: 0.0311397 | Time: 1646.81 ms
[2022-01-11 05:43:57 main:574] : INFO : Epoch 1832 | loss: 0.0311284 | val_loss: 0.0311381 | Time: 1599.5 ms
[2022-01-11 05:43:59 main:574] : INFO : Epoch 1833 | loss: 0.0311255 | val_loss: 0.0311357 | Time: 1593.63 ms
[2022-01-11 05:44:00 main:574] : INFO : Epoch 1834 | loss: 0.0311247 | val_loss: 0.0311393 | Time: 1616.56 ms
[2022-01-11 05:44:02 main:574] : INFO : Epoch 1835 | loss: 0.0311227 | val_loss: 0.0311399 | Time: 1602.25 ms
[2022-01-11 05:44:04 main:574] : INFO : Epoch 1836 | loss: 0.0311201 | val_loss: 0.0311403 | Time: 1610.02 ms
[2022-01-11 05:44:05 main:574] : INFO : Epoch 1837 | loss: 0.0311186 | val_loss: 0.0311424 | Time: 1612.49 ms
[2022-01-11 05:44:07 main:574] : INFO : Epoch 1838 | loss: 0.031119 | val_loss: 0.0311351 | Time: 1657.43 ms
[2022-01-11 05:44:09 main:574] : INFO : Epoch 1839 | loss: 0.0311181 | val_loss: 0.0311348 | Time: 1618.3 ms
[2022-01-11 05:44:10 main:574] : INFO : Epoch 1840 | loss: 0.0311202 | val_loss: 0.0311444 | Time: 1617.28 ms
[2022-01-11 05:44:12 main:574] : INFO : Epoch 1841 | loss: 0.0311212 | val_loss: 0.0311367 | Time: 1595.07 ms
[2022-01-11 05:44:13 main:574] : INFO : Epoch 1842 | loss: 0.0311175 | val_loss: 0.0311418 | Time: 1591.72 ms
[2022-01-11 05:44:15 main:574] : INFO : Epoch 1843 | loss: 0.0311173 | val_loss: 0.0311377 | Time: 1605.17 ms
[2022-01-11 05:44:17 main:574] : INFO : Epoch 1844 | loss: 0.0311146 | val_loss: 0.0311361 | Time: 1566.31 ms
[2022-01-11 05:44:18 main:574] : INFO : Epoch 1845 | loss: 0.0311169 | val_loss: 0.0311373 | Time: 1646.59 ms
[2022-01-11 05:44:20 main:574] : INFO : Epoch 1846 | loss: 0.0311163 | val_loss: 0.0311381 | Time: 1623.97 ms
[2022-01-11 05:44:21 main:574] : INFO : Epoch 1847 | loss: 0.0311145 | val_loss: 0.0311382 | Time: 1624.73 ms
[2022-01-11 05:44:23 main:574] : INFO : Epoch 1848 | loss: 0.0311148 | val_loss: 0.0311389 | Time: 1647.84 ms
[2022-01-11 05:44:25 main:574] : INFO : Epoch 1849 | loss: 0.031116 | val_loss: 0.0311396 | Time: 1576.69 ms
[2022-01-11 05:44:26 main:574] : INFO : Epoch 1850 | loss: 0.0311152 | val_loss: 0.0311335 | Time: 1619.38 ms
[2022-01-11 05:44:28 main:574] : INFO : Epoch 1851 | loss: 0.0311143 | val_loss: 0.0311374 | Time: 1611.09 ms
[2022-01-11 05:44:30 main:574] : INFO : Epoch 1852 | loss: 0.0311162 | val_loss: 0.0311342 | Time: 1619.5 ms
[2022-01-11 05:44:31 main:574] : INFO : Epoch 1853 | loss: 0.0311203 | val_loss: 0.0311418 | Time: 1638.16 ms
[2022-01-11 05:44:33 main:574] : INFO : Epoch 1854 | loss: 0.0311161 | val_loss: 0.0311404 | Time: 1637.08 ms
[2022-01-11 05:44:34 main:574] : INFO : Epoch 1855 | loss: 0.0311169 | val_loss: 0.0311375 | Time: 1596.77 ms
[2022-01-11 05:44:36 main:574] : INFO : Epoch 1856 | loss: 0.0311159 | val_loss: 0.0311399 | Time: 1580.89 ms
[2022-01-11 05:44:38 main:574] : INFO : Epoch 1857 | loss: 0.0311145 | val_loss: 0.0311419 | Time: 1596.93 ms
[2022-01-11 05:44:39 main:574] : INFO : Epoch 1858 | loss: 0.031115 | val_loss: 0.0311596 | Time: 1630.22 ms
[2022-01-11 05:44:41 main:574] : INFO : Epoch 1859 | loss: 0.0311232 | val_loss: 0.0311391 | Time: 1606.12 ms
[2022-01-11 05:44:42 main:574] : INFO : Epoch 1860 | loss: 0.0311179 | val_loss: 0.0311474 | Time: 1611.98 ms
[2022-01-11 05:44:44 main:574] : INFO : Epoch 1861 | loss: 0.031117 | val_loss: 0.0311372 | Time: 1575.25 ms
[2022-01-11 05:44:46 main:574] : INFO : Epoch 1862 | loss: 0.0311166 | val_loss: 0.0311378 | Time: 1607.42 ms
[2022-01-11 05:44:47 main:574] : INFO : Epoch 1863 | loss: 0.0311142 | val_loss: 0.0311372 | Time: 1638.1 ms
[2022-01-11 05:44:49 main:574] : INFO : Epoch 1864 | loss: 0.0311122 | val_loss: 0.0311406 | Time: 1621.02 ms
[2022-01-11 05:44:51 main:574] : INFO : Epoch 1865 | loss: 0.0311131 | val_loss: 0.0311416 | Time: 1600.15 ms
[2022-01-11 05:44:52 main:574] : INFO : Epoch 1866 | loss: 0.0311133 | val_loss: 0.0311399 | Time: 1603.28 ms
[2022-01-11 05:44:54 main:574] : INFO : Epoch 1867 | loss: 0.0311127 | val_loss: 0.0311348 | Time: 1600.8 ms
[2022-01-11 05:44:55 main:574] : INFO : Epoch 1868 | loss: 0.0311111 | val_loss: 0.0311343 | Time: 1600.55 ms
[2022-01-11 05:44:57 main:574] : INFO : Epoch 1869 | loss: 0.0311119 | val_loss: 0.0311403 | Time: 1643 ms
[2022-01-11 05:44:59 main:574] : INFO : Epoch 1870 | loss: 0.031113 | val_loss: 0.0311347 | Time: 1622.67 ms
[2022-01-11 05:45:00 main:574] : INFO : Epoch 1871 | loss: 0.0311154 | val_loss: 0.0311403 | Time: 1621.02 ms
[2022-01-11 05:45:02 main:574] : INFO : Epoch 1872 | loss: 0.0311131 | val_loss: 0.0311368 | Time: 1613.63 ms
[2022-01-11 05:45:03 main:574] : INFO : Epoch 1873 | loss: 0.031112 | val_loss: 0.0311357 | Time: 1634.65 ms
[2022-01-11 05:45:05 main:574] : INFO : Epoch 1874 | loss: 0.0311125 | val_loss: 0.0311365 | Time: 1597.93 ms
[2022-01-11 05:45:07 main:574] : INFO : Epoch 1875 | loss: 0.0311127 | val_loss: 0.031134 | Time: 1604.45 ms
[2022-01-11 05:45:08 main:574] : INFO : Epoch 1876 | loss: 0.0311136 | val_loss: 0.0311449 | Time: 1614.53 ms
[2022-01-11 05:45:10 main:574] : INFO : Epoch 1877 | loss: 0.0311143 | val_loss: 0.0311367 | Time: 1639.7 ms
[2022-01-11 05:45:12 main:574] : INFO : Epoch 1878 | loss: 0.0311117 | val_loss: 0.0311344 | Time: 1641.66 ms
[2022-01-11 05:45:13 main:574] : INFO : Epoch 1879 | loss: 0.031113 | val_loss: 0.0311469 | Time: 1620.3 ms
[2022-01-11 05:45:15 main:574] : INFO : Epoch 1880 | loss: 0.0311131 | val_loss: 0.0311442 | Time: 1612.9 ms
[2022-01-11 05:45:16 main:574] : INFO : Epoch 1881 | loss: 0.0311112 | val_loss: 0.0311387 | Time: 1645.7 ms
[2022-01-11 05:45:18 main:574] : INFO : Epoch 1882 | loss: 0.0311102 | val_loss: 0.0311334 | Time: 1643.92 ms
[2022-01-11 05:45:20 main:574] : INFO : Epoch 1883 | loss: 0.0311118 | val_loss: 0.0311347 | Time: 1628.15 ms
[2022-01-11 05:45:21 main:574] : INFO : Epoch 1884 | loss: 0.0311154 | val_loss: 0.031144 | Time: 1629.49 ms
[2022-01-11 05:45:23 main:574] : INFO : Epoch 1885 | loss: 0.0311147 | val_loss: 0.0311394 | Time: 1612.1 ms
[2022-01-11 05:45:25 main:574] : INFO : Epoch 1886 | loss: 0.0311131 | val_loss: 0.0311379 | Time: 1630.78 ms
[2022-01-11 05:45:26 main:574] : INFO : Epoch 1887 | loss: 0.0311122 | val_loss: 0.0311374 | Time: 1632.75 ms
[2022-01-11 05:45:28 main:574] : INFO : Epoch 1888 | loss: 0.0311101 | val_loss: 0.0311325 | Time: 1629.29 ms
[2022-01-11 05:45:29 main:574] : INFO : Epoch 1889 | loss: 0.0311098 | val_loss: 0.0311402 | Time: 1603.52 ms
[2022-01-11 05:45:31 main:574] : INFO : Epoch 1890 | loss: 0.0311102 | val_loss: 0.0311393 | Time: 1598.13 ms
[2022-01-11 05:45:33 main:574] : INFO : Epoch 1891 | loss: 0.0311131 | val_loss: 0.0311557 | Time: 1614.97 ms
[2022-01-11 05:45:34 main:574] : INFO : Epoch 1892 | loss: 0.0311282 | val_loss: 0.0311394 | Time: 1613.99 ms
[2022-01-11 05:45:36 main:574] : INFO : Epoch 1893 | loss: 0.0311153 | val_loss: 0.0311405 | Time: 1633.96 ms
[2022-01-11 05:45:38 main:574] : INFO : Epoch 1894 | loss: 0.031118 | val_loss: 0.0311416 | Time: 1645.74 ms
[2022-01-11 05:45:39 main:574] : INFO : Epoch 1895 | loss: 0.0311227 | val_loss: 0.0311414 | Time: 1624.36 ms
[2022-01-11 05:45:41 main:574] : INFO : Epoch 1896 | loss: 0.0311205 | val_loss: 0.031138 | Time: 1613.71 ms
[2022-01-11 05:45:42 main:574] : INFO : Epoch 1897 | loss: 0.0311182 | val_loss: 0.0311444 | Time: 1641.18 ms
[2022-01-11 05:45:44 main:574] : INFO : Epoch 1898 | loss: 0.0311175 | val_loss: 0.0311392 | Time: 1607.86 ms
[2022-01-11 05:45:46 main:574] : INFO : Epoch 1899 | loss: 0.0311144 | val_loss: 0.0311389 | Time: 1589.41 ms
[2022-01-11 05:45:47 main:574] : INFO : Epoch 1900 | loss: 0.0311137 | val_loss: 0.0311382 | Time: 1628.02 ms
[2022-01-11 05:45:49 main:574] : INFO : Epoch 1901 | loss: 0.0311123 | val_loss: 0.0311374 | Time: 1624.41 ms
[2022-01-11 05:45:51 main:574] : INFO : Epoch 1902 | loss: 0.0311113 | val_loss: 0.0311338 | Time: 1600.62 ms
[2022-01-11 05:45:52 main:574] : INFO : Epoch 1903 | loss: 0.0311123 | val_loss: 0.0311371 | Time: 1630.62 ms
[2022-01-11 05:45:54 main:574] : INFO : Epoch 1904 | loss: 0.0311169 | val_loss: 0.0311339 | Time: 1637.96 ms
[2022-01-11 05:45:55 main:574] : INFO : Epoch 1905 | loss: 0.031114 | val_loss: 0.0311318 | Time: 1636.78 ms
[2022-01-11 05:45:57 main:574] : INFO : Epoch 1906 | loss: 0.0311155 | val_loss: 0.0311356 | Time: 1587.08 ms
[2022-01-11 05:45:59 main:574] : INFO : Epoch 1907 | loss: 0.0311129 | val_loss: 0.031136 | Time: 1631.34 ms
[2022-01-11 05:46:00 main:574] : INFO : Epoch 1908 | loss: 0.0311116 | val_loss: 0.0311363 | Time: 1653.87 ms
[2022-01-11 05:46:02 main:574] : INFO : Epoch 1909 | loss: 0.0311122 | val_loss: 0.0311428 | Time: 1657.29 ms
[2022-01-11 05:46:04 main:574] : INFO : Epoch 1910 | loss: 0.0311174 | val_loss: 0.0311464 | Time: 1621.89 ms
[2022-01-11 05:46:05 main:574] : INFO : Epoch 1911 | loss: 0.0311134 | val_loss: 0.0311446 | Time: 1616.42 ms
[2022-01-11 05:46:07 main:574] : INFO : Epoch 1912 | loss: 0.0311107 | val_loss: 0.0311354 | Time: 1612.89 ms
[2022-01-11 05:46:08 main:574] : INFO : Epoch 1913 | loss: 0.0311081 | val_loss: 0.0311376 | Time: 1593.57 ms
[2022-01-11 05:46:10 main:574] : INFO : Epoch 1914 | loss: 0.0311105 | val_loss: 0.0311364 | Time: 1614.68 ms
[2022-01-11 05:46:12 main:574] : INFO : Epoch 1915 | loss: 0.0311086 | val_loss: 0.031138 | Time: 1656.49 ms
[2022-01-11 05:46:13 main:574] : INFO : Epoch 1916 | loss: 0.0311091 | val_loss: 0.031137 | Time: 1637.8 ms
[2022-01-11 05:46:15 main:574] : INFO : Epoch 1917 | loss: 0.0311122 | val_loss: 0.0311447 | Time: 1611.58 ms
[2022-01-11 05:46:17 main:574] : INFO : Epoch 1918 | loss: 0.031111 | val_loss: 0.0311369 | Time: 1664.48 ms
[2022-01-11 05:46:18 main:574] : INFO : Epoch 1919 | loss: 0.0311085 | val_loss: 0.031138 | Time: 1633.91 ms
[2022-01-11 05:46:20 main:574] : INFO : Epoch 1920 | loss: 0.0311058 | val_loss: 0.0311364 | Time: 1605.6 ms
[2022-01-11 05:46:22 main:574] : INFO : Epoch 1921 | loss: 0.0311081 | val_loss: 0.0311392 | Time: 1604.03 ms
[2022-01-11 05:46:23 main:574] : INFO : Epoch 1922 | loss: 0.0311078 | val_loss: 0.0311344 | Time: 1587.01 ms
[2022-01-11 05:46:25 main:574] : INFO : Epoch 1923 | loss: 0.0311111 | val_loss: 0.0311354 | Time: 1593.67 ms
[2022-01-11 05:46:26 main:574] : INFO : Epoch 1924 | loss: 0.0311113 | val_loss: 0.0311326 | Time: 1659.5 ms
[2022-01-11 05:46:28 main:574] : INFO : Epoch 1925 | loss: 0.0311113 | val_loss: 0.0311353 | Time: 1648.01 ms
[2022-01-11 05:46:30 main:574] : INFO : Epoch 1926 | loss: 0.0311094 | val_loss: 0.0311379 | Time: 1670.05 ms
[2022-01-11 05:46:31 main:574] : INFO : Epoch 1927 | loss: 0.0311091 | val_loss: 0.0311364 | Time: 1631.13 ms
[2022-01-11 05:46:33 main:574] : INFO : Epoch 1928 | loss: 0.0311132 | val_loss: 0.0311346 | Time: 1597.37 ms
[2022-01-11 05:46:35 main:574] : INFO : Epoch 1929 | loss: 0.0311084 | val_loss: 0.031136 | Time: 1653.03 ms
[2022-01-11 05:46:36 main:574] : INFO : Epoch 1930 | loss: 0.0311077 | val_loss: 0.031139 | Time: 1652.25 ms
[2022-01-11 05:46:38 main:574] : INFO : Epoch 1931 | loss: 0.0311088 | val_loss: 0.0311356 | Time: 1572.7 ms
[2022-01-11 05:46:39 main:574] : INFO : Epoch 1932 | loss: 0.0311077 | val_loss: 0.0311363 | Time: 1604.49 ms
[2022-01-11 05:46:41 main:574] : INFO : Epoch 1933 | loss: 0.0311074 | val_loss: 0.031132 | Time: 1610.5 ms
[2022-01-11 05:46:43 main:574] : INFO : Epoch 1934 | loss: 0.0311069 | val_loss: 0.0311349 | Time: 1579.49 ms
[2022-01-11 05:46:44 main:574] : INFO : Epoch 1935 | loss: 0.0311076 | val_loss: 0.031134 | Time: 1606.8 ms
[2022-01-11 05:46:46 main:574] : INFO : Epoch 1936 | loss: 0.031107 | val_loss: 0.0311374 | Time: 1585.87 ms
[2022-01-11 05:46:47 main:574] : INFO : Epoch 1937 | loss: 0.0311067 | val_loss: 0.0311344 | Time: 1644.84 ms
[2022-01-11 05:46:49 main:574] : INFO : Epoch 1938 | loss: 0.0311064 | val_loss: 0.0311356 | Time: 1610.92 ms
[2022-01-11 05:46:51 main:574] : INFO : Epoch 1939 | loss: 0.0311084 | val_loss: 0.0311469 | Time: 1623.51 ms
[2022-01-11 05:46:52 main:574] : INFO : Epoch 1940 | loss: 0.0311096 | val_loss: 0.0311373 | Time: 1602.94 ms
[2022-01-11 05:46:54 main:574] : INFO : Epoch 1941 | loss: 0.0311098 | val_loss: 0.031147 | Time: 1603.94 ms
[2022-01-11 05:46:56 main:574] : INFO : Epoch 1942 | loss: 0.0311103 | val_loss: 0.031134 | Time: 1668.95 ms
[2022-01-11 05:46:57 main:574] : INFO : Epoch 1943 | loss: 0.0311065 | val_loss: 0.0311344 | Time: 1646.72 ms
[2022-01-11 05:46:59 main:574] : INFO : Epoch 1944 | loss: 0.0311051 | val_loss: 0.0311395 | Time: 1631.75 ms
[2022-01-11 05:47:01 main:574] : INFO : Epoch 1945 | loss: 0.0311085 | val_loss: 0.0311355 | Time: 1641.49 ms
[2022-01-11 05:47:02 main:574] : INFO : Epoch 1946 | loss: 0.0311061 | val_loss: 0.0311457 | Time: 1610.73 ms
[2022-01-11 05:47:04 main:574] : INFO : Epoch 1947 | loss: 0.031113 | val_loss: 0.031143 | Time: 1608.07 ms
[2022-01-11 05:47:05 main:574] : INFO : Epoch 1948 | loss: 0.0311056 | val_loss: 0.0311298 | Time: 1657.95 ms
[2022-01-11 05:47:07 main:574] : INFO : Epoch 1949 | loss: 0.0311085 | val_loss: 0.0311389 | Time: 1627.38 ms
[2022-01-11 05:47:09 main:574] : INFO : Epoch 1950 | loss: 0.0311071 | val_loss: 0.0311369 | Time: 1622.09 ms
[2022-01-11 05:47:10 main:574] : INFO : Epoch 1951 | loss: 0.0311097 | val_loss: 0.0311341 | Time: 1626.25 ms
[2022-01-11 05:47:12 main:574] : INFO : Epoch 1952 | loss: 0.0311143 | val_loss: 0.031136 | Time: 1625.59 ms
[2022-01-11 05:47:14 main:574] : INFO : Epoch 1953 | loss: 0.0311152 | val_loss: 0.0311343 | Time: 1632.03 ms
[2022-01-11 05:47:15 main:574] : INFO : Epoch 1954 | loss: 0.0311195 | val_loss: 0.0311308 | Time: 1606.14 ms
[2022-01-11 05:47:17 main:574] : INFO : Epoch 1955 | loss: 0.0311162 | val_loss: 0.0311325 | Time: 1598.75 ms
[2022-01-11 05:47:18 main:574] : INFO : Epoch 1956 | loss: 0.0311185 | val_loss: 0.0311331 | Time: 1588.49 ms
[2022-01-11 05:47:20 main:574] : INFO : Epoch 1957 | loss: 0.0311174 | val_loss: 0.0311372 | Time: 1631.01 ms
[2022-01-11 05:47:22 main:574] : INFO : Epoch 1958 | loss: 0.0311145 | val_loss: 0.0311343 | Time: 1591.09 ms
[2022-01-11 05:47:23 main:574] : INFO : Epoch 1959 | loss: 0.0311147 | val_loss: 0.0311306 | Time: 1630.72 ms
[2022-01-11 05:47:25 main:574] : INFO : Epoch 1960 | loss: 0.0311117 | val_loss: 0.0311416 | Time: 1627.18 ms
[2022-01-11 05:47:26 main:574] : INFO : Epoch 1961 | loss: 0.0311228 | val_loss: 0.0311396 | Time: 1619.55 ms
[2022-01-11 05:47:28 main:574] : INFO : Epoch 1962 | loss: 0.0311251 | val_loss: 0.0311471 | Time: 1621.41 ms
[2022-01-11 05:47:30 main:574] : INFO : Epoch 1963 | loss: 0.0311242 | val_loss: 0.03114 | Time: 1630.15 ms
[2022-01-11 05:47:31 main:574] : INFO : Epoch 1964 | loss: 0.0311232 | val_loss: 0.0311377 | Time: 1608.81 ms
[2022-01-11 05:47:33 main:574] : INFO : Epoch 1965 | loss: 0.0311209 | val_loss: 0.0311353 | Time: 1628.12 ms
[2022-01-11 05:47:35 main:574] : INFO : Epoch 1966 | loss: 0.0311193 | val_loss: 0.0311355 | Time: 1604.2 ms
[2022-01-11 05:47:36 main:574] : INFO : Epoch 1967 | loss: 0.0311202 | val_loss: 0.0311396 | Time: 1586.88 ms
[2022-01-11 05:47:38 main:574] : INFO : Epoch 1968 | loss: 0.0311177 | val_loss: 0.0311399 | Time: 1602.08 ms
[2022-01-11 05:47:39 main:574] : INFO : Epoch 1969 | loss: 0.0311187 | val_loss: 0.031135 | Time: 1639.18 ms
[2022-01-11 05:47:41 main:574] : INFO : Epoch 1970 | loss: 0.0311174 | val_loss: 0.0311379 | Time: 1611.15 ms
[2022-01-11 05:47:43 main:574] : INFO : Epoch 1971 | loss: 0.0311147 | val_loss: 0.0311355 | Time: 1617.02 ms
[2022-01-11 05:47:44 main:574] : INFO : Epoch 1972 | loss: 0.0311129 | val_loss: 0.0311382 | Time: 1580.6 ms
[2022-01-11 05:47:46 main:574] : INFO : Epoch 1973 | loss: 0.031114 | val_loss: 0.0311381 | Time: 1657.88 ms
[2022-01-11 05:47:47 main:574] : INFO : Epoch 1974 | loss: 0.031114 | val_loss: 0.0311374 | Time: 1608.87 ms
[2022-01-11 05:47:49 main:574] : INFO : Epoch 1975 | loss: 0.0311202 | val_loss: 0.0311455 | Time: 1654 ms
[2022-01-11 05:47:51 main:574] : INFO : Epoch 1976 | loss: 0.0311222 | val_loss: 0.0311376 | Time: 1645.97 ms
[2022-01-11 05:47:52 main:574] : INFO : Epoch 1977 | loss: 0.0311169 | val_loss: 0.0311376 | Time: 1609.17 ms
[2022-01-11 05:47:54 main:574] : INFO : Epoch 1978 | loss: 0.0311136 | val_loss: 0.0311459 | Time: 1597.76 ms
[2022-01-11 05:47:56 main:574] : INFO : Epoch 1979 | loss: 0.0311164 | val_loss: 0.0311411 | Time: 1637.49 ms
[2022-01-11 05:47:57 main:574] : INFO : Epoch 1980 | loss: 0.0311161 | val_loss: 0.0311376 | Time: 1631.24 ms
[2022-01-11 05:47:59 main:574] : INFO : Epoch 1981 | loss: 0.0311159 | val_loss: 0.0311394 | Time: 1574.14 ms
[2022-01-11 05:48:00 main:574] : INFO : Epoch 1982 | loss: 0.0311196 | val_loss: 0.0311419 | Time: 1625.34 ms
[2022-01-11 05:48:02 main:574] : INFO : Epoch 1983 | loss: 0.0311153 | val_loss: 0.0311323 | Time: 1630.93 ms
[2022-01-11 05:48:04 main:574] : INFO : Epoch 1984 | loss: 0.0311129 | val_loss: 0.0311353 | Time: 1610.91 ms
[2022-01-11 05:48:05 main:574] : INFO : Epoch 1985 | loss: 0.0311132 | val_loss: 0.0311418 | Time: 1618.25 ms
[2022-01-11 05:48:07 main:574] : INFO : Epoch 1986 | loss: 0.0311141 | val_loss: 0.0311347 | Time: 1603.29 ms
[2022-01-11 05:48:09 main:574] : INFO : Epoch 1987 | loss: 0.0311143 | val_loss: 0.0311384 | Time: 1607.28 ms
[2022-01-11 05:48:10 main:574] : INFO : Epoch 1988 | loss: 0.0311193 | val_loss: 0.0311365 | Time: 1651.06 ms
[2022-01-11 05:48:12 main:574] : INFO : Epoch 1989 | loss: 0.031115 | val_loss: 0.0311354 | Time: 1626.76 ms
[2022-01-11 05:48:14 main:574] : INFO : Epoch 1990 | loss: 0.0311112 | val_loss: 0.0311362 | Time: 1659.65 ms
[2022-01-11 05:48:15 main:574] : INFO : Epoch 1991 | loss: 0.0311098 | val_loss: 0.0311328 | Time: 1593.65 ms
[2022-01-11 05:48:17 main:574] : INFO : Epoch 1992 | loss: 0.0311105 | val_loss: 0.031144 | Time: 1604.06 ms
[2022-01-11 05:48:18 main:574] : INFO : Epoch 1993 | loss: 0.0311185 | val_loss: 0.0311482 | Time: 1617.08 ms
[2022-01-11 05:48:20 main:574] : INFO : Epoch 1994 | loss: 0.0311165 | val_loss: 0.0311442 | Time: 1604.96 ms
[2022-01-11 05:48:22 main:574] : INFO : Epoch 1995 | loss: 0.031115 | val_loss: 0.0311333 | Time: 1595.75 ms
[2022-01-11 05:48:23 main:574] : INFO : Epoch 1996 | loss: 0.0311135 | val_loss: 0.031133 | Time: 1622.39 ms
[2022-01-11 05:48:25 main:574] : INFO : Epoch 1997 | loss: 0.0311123 | val_loss: 0.0311352 | Time: 1620.05 ms
[2022-01-11 05:48:26 main:574] : INFO : Epoch 1998 | loss: 0.0311128 | val_loss: 0.0311309 | Time: 1623.59 ms
[2022-01-11 05:48:28 main:574] : INFO : Epoch 1999 | loss: 0.0311103 | val_loss: 0.0311305 | Time: 1628.83 ms
[2022-01-11 05:48:30 main:574] : INFO : Epoch 2000 | loss: 0.0311122 | val_loss: 0.0311344 | Time: 1564.16 ms
[2022-01-11 05:48:31 main:574] : INFO : Epoch 2001 | loss: 0.0311134 | val_loss: 0.0311349 | Time: 1633.08 ms
[2022-01-11 05:48:33 main:574] : INFO : Epoch 2002 | loss: 0.0311144 | val_loss: 0.0311388 | Time: 1635.35 ms
[2022-01-11 05:48:35 main:574] : INFO : Epoch 2003 | loss: 0.0311124 | val_loss: 0.0311305 | Time: 1645.88 ms
[2022-01-11 05:48:36 main:574] : INFO : Epoch 2004 | loss: 0.0311107 | val_loss: 0.0311344 | Time: 1638.86 ms
[2022-01-11 05:48:38 main:574] : INFO : Epoch 2005 | loss: 0.0311094 | val_loss: 0.031136 | Time: 1614.44 ms
[2022-01-11 05:48:39 main:574] : INFO : Epoch 2006 | loss: 0.0311098 | val_loss: 0.0311371 | Time: 1602.02 ms
[2022-01-11 05:48:41 main:574] : INFO : Epoch 2007 | loss: 0.0311096 | val_loss: 0.0311351 | Time: 1579.89 ms
[2022-01-11 05:48:43 main:574] : INFO : Epoch 2008 | loss: 0.0311096 | val_loss: 0.031137 | Time: 1632.72 ms
[2022-01-11 05:48:44 main:574] : INFO : Epoch 2009 | loss: 0.0311139 | val_loss: 0.0311459 | Time: 1619.63 ms
[2022-01-11 05:48:46 main:574] : INFO : Epoch 2010 | loss: 0.031117 | val_loss: 0.0311341 | Time: 1613.82 ms
[2022-01-11 05:48:47 main:574] : INFO : Epoch 2011 | loss: 0.0311194 | val_loss: 0.0311388 | Time: 1605.52 ms
[2022-01-11 05:48:49 main:574] : INFO : Epoch 2012 | loss: 0.0311124 | val_loss: 0.031133 | Time: 1575.17 ms
[2022-01-11 05:48:51 main:574] : INFO : Epoch 2013 | loss: 0.0311105 | val_loss: 0.0311345 | Time: 1609.4 ms
[2022-01-11 05:48:52 main:574] : INFO : Epoch 2014 | loss: 0.031119 | val_loss: 0.0311314 | Time: 1628.95 ms
[2022-01-11 05:48:54 main:574] : INFO : Epoch 2015 | loss: 0.0311177 | val_loss: 0.031131 | Time: 1633.76 ms
[2022-01-11 05:48:56 main:574] : INFO : Epoch 2016 | loss: 0.0311373 | val_loss: 0.0311486 | Time: 1613.65 ms
[2022-01-11 05:48:57 main:574] : INFO : Epoch 2017 | loss: 0.0311425 | val_loss: 0.0311476 | Time: 1624.67 ms
[2022-01-11 05:48:59 main:574] : INFO : Epoch 2018 | loss: 0.0311378 | val_loss: 0.0311502 | Time: 1625.26 ms
[2022-01-11 05:49:00 main:574] : INFO : Epoch 2019 | loss: 0.0311415 | val_loss: 0.0311531 | Time: 1604.24 ms
[2022-01-11 05:49:02 main:574] : INFO : Epoch 2020 | loss: 0.0311382 | val_loss: 0.0311477 | Time: 1656.54 ms
[2022-01-11 05:49:04 main:574] : INFO : Epoch 2021 | loss: 0.0311332 | val_loss: 0.0311441 | Time: 1640.34 ms
[2022-01-11 05:49:05 main:574] : INFO : Epoch 2022 | loss: 0.0311335 | val_loss: 0.0311468 | Time: 1617.91 ms
[2022-01-11 05:49:07 main:574] : INFO : Epoch 2023 | loss: 0.0311279 | val_loss: 0.0311429 | Time: 1611.84 ms
[2022-01-11 05:49:09 main:574] : INFO : Epoch 2024 | loss: 0.0311252 | val_loss: 0.0311424 | Time: 1611.95 ms
[2022-01-11 05:49:10 main:574] : INFO : Epoch 2025 | loss: 0.0311255 | val_loss: 0.0311413 | Time: 1641.51 ms
[2022-01-11 05:49:12 main:574] : INFO : Epoch 2026 | loss: 0.0311226 | val_loss: 0.0311384 | Time: 1673.4 ms
[2022-01-11 05:49:13 main:574] : INFO : Epoch 2027 | loss: 0.031125 | val_loss: 0.0311441 | Time: 1605.35 ms
[2022-01-11 05:49:15 main:574] : INFO : Epoch 2028 | loss: 0.0311265 | val_loss: 0.0311465 | Time: 1604.06 ms
[2022-01-11 05:49:17 main:574] : INFO : Epoch 2029 | loss: 0.031125 | val_loss: 0.0311345 | Time: 1608.41 ms
[2022-01-11 05:49:18 main:574] : INFO : Epoch 2030 | loss: 0.0311205 | val_loss: 0.0311341 | Time: 1577.5 ms
[2022-01-11 05:49:20 main:574] : INFO : Epoch 2031 | loss: 0.0311209 | val_loss: 0.0311391 | Time: 1620.92 ms
[2022-01-11 05:49:21 main:574] : INFO : Epoch 2032 | loss: 0.0311189 | val_loss: 0.0311309 | Time: 1609.11 ms
[2022-01-11 05:49:23 main:574] : INFO : Epoch 2033 | loss: 0.0311183 | val_loss: 0.0311331 | Time: 1610.52 ms
[2022-01-11 05:49:25 main:574] : INFO : Epoch 2034 | loss: 0.0311183 | val_loss: 0.0311328 | Time: 1590.15 ms
[2022-01-11 05:49:26 main:574] : INFO : Epoch 2035 | loss: 0.0311161 | val_loss: 0.0311316 | Time: 1612.32 ms
[2022-01-11 05:49:28 main:574] : INFO : Epoch 2036 | loss: 0.0311159 | val_loss: 0.0311311 | Time: 1632.86 ms
[2022-01-11 05:49:30 main:574] : INFO : Epoch 2037 | loss: 0.031115 | val_loss: 0.031131 | Time: 1594.76 ms
[2022-01-11 05:49:31 main:574] : INFO : Epoch 2038 | loss: 0.0311152 | val_loss: 0.03113 | Time: 1614.74 ms
[2022-01-11 05:49:33 main:574] : INFO : Epoch 2039 | loss: 0.0311133 | val_loss: 0.0311326 | Time: 1623.74 ms
[2022-01-11 05:49:34 main:574] : INFO : Epoch 2040 | loss: 0.0311138 | val_loss: 0.0311292 | Time: 1594.72 ms
[2022-01-11 05:49:36 main:574] : INFO : Epoch 2041 | loss: 0.0311127 | val_loss: 0.0311295 | Time: 1594.07 ms
[2022-01-11 05:49:38 main:574] : INFO : Epoch 2042 | loss: 0.0311117 | val_loss: 0.03113 | Time: 1569.75 ms
[2022-01-11 05:49:39 main:574] : INFO : Epoch 2043 | loss: 0.0311134 | val_loss: 0.0311304 | Time: 1561.13 ms
[2022-01-11 05:49:41 main:574] : INFO : Epoch 2044 | loss: 0.031115 | val_loss: 0.0311323 | Time: 1600.02 ms
[2022-01-11 05:49:42 main:574] : INFO : Epoch 2045 | loss: 0.0311094 | val_loss: 0.0311306 | Time: 1602.81 ms
[2022-01-11 05:49:44 main:574] : INFO : Epoch 2046 | loss: 0.0311099 | val_loss: 0.0311363 | Time: 1612.78 ms
[2022-01-11 05:49:46 main:574] : INFO : Epoch 2047 | loss: 0.0311125 | val_loss: 0.0311393 | Time: 1609.13 ms
[2022-01-11 05:49:47 main:574] : INFO : Epoch 2048 | loss: 0.0311103 | val_loss: 0.0311298 | Time: 1627.53 ms
[2022-01-11 05:49:47 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311298
[2022-01-11 05:49:47 main:603] : INFO : Saving end state to config to file
[2022-01-11 05:49:47 main:608] : INFO : Success, exiting..
05:49:47 (3708): 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)